Calculate Fold Difference in Taxa Abundance

calculateTaxaFoldDifference(x, group, sort = FALSE, paired = FALSE)

Arguments

x

A phyloseq object

group

Vector with specifying the groups to compare. Only two-group comparisons are supported.

sort

Sort the results by descending order of fold difference

paired

Paired comparison (Default: FALSE)

Value

A tibble with taxa ids, taxonomic information, two-group prevalence and fold change values.

Details

Calculate Log10 fold difference in abundance of taxa between two- groups. This code is modified from original code https://github.com/microbiome/microbiome/blob/fa2c0de2fbe000da87be3c185972ed7f0f626591/inst/extdata/check_foldchange.R Get the prevalence of taxa in phyloseq objects along with taxonomic classification and prevalence.

References

Shetty SA (2021). Utilities for microbiome analytics. https://github.com/RIVM-IIV-Microbiome/biomeUtils

Author

Original Author: Leo Lahti. Adapted by Sudarshan A. Shetty

Examples

library(biomeUtils)
data("FuentesIliGutData")
# reduce size for example
ps1 <- filterSampleData(FuentesIliGutData, ILI != "L2")

taxa_fd <- calculateTaxaFoldDifference(ps1, group = "ILI")
#> Joining, by = c("Taxa", "Domain", "Phylum", "Class", "Order", "Family",
#> "Genus", "Species")
# check
taxa_fd
#>     FeatureID   Domain          Phylum               Class
#> 1      ASV302 Bacteria      Firmicutes          Clostridia
#> 2      ASV636 Bacteria      Firmicutes          Clostridia
#> 3      ASV500 Bacteria      Firmicutes          Clostridia
#> 4        ASV7 Bacteria      Firmicutes          Clostridia
#> 5     ASV2617 Bacteria      Firmicutes          Clostridia
#> 6      ASV148 Bacteria      Firmicutes          Clostridia
#> 7      ASV196 Bacteria      Firmicutes          Clostridia
#> 8     ASV2699 Bacteria      Firmicutes          Clostridia
#> 9      ASV109 Bacteria   Bacteroidetes         Bacteroidia
#> 10    ASV1472 Bacteria      Firmicutes          Clostridia
#> 11     ASV697 Bacteria      Firmicutes          Clostridia
#> 12    ASV1357 Bacteria      Firmicutes          Clostridia
#> 13     ASV746 Bacteria      Firmicutes          Clostridia
#> 14     ASV309 Bacteria      Firmicutes          Clostridia
#> 15    ASV2668 Bacteria      Firmicutes          Clostridia
#> 16    ASV2467 Bacteria      Firmicutes          Clostridia
#> 17    ASV2819 Bacteria      Firmicutes          Clostridia
#> 18     ASV557 Bacteria      Firmicutes          Clostridia
#> 19    ASV1657 Bacteria      Firmicutes          Clostridia
#> 20     ASV397 Bacteria      Firmicutes          Clostridia
#> 21      ASV97 Bacteria      Firmicutes          Clostridia
#> 22    ASV1271 Bacteria      Firmicutes          Clostridia
#> 23     ASV589 Bacteria      Firmicutes                <NA>
#> 24     ASV644 Bacteria      Firmicutes          Clostridia
#> 25    ASV1623 Bacteria      Firmicutes          Clostridia
#> 26      ASV15 Bacteria      Firmicutes          Clostridia
#> 27    ASV1123 Bacteria      Firmicutes          Clostridia
#> 28     ASV186 Bacteria      Firmicutes          Clostridia
#> 29     ASV716 Bacteria      Firmicutes          Clostridia
#> 30     ASV337 Bacteria      Firmicutes          Clostridia
#> 31    ASV2028 Bacteria  Actinobacteria      Actinobacteria
#> 32    ASV1899 Bacteria      Firmicutes    Erysipelotrichia
#> 33    ASV1438 Bacteria      Firmicutes          Clostridia
#> 34     ASV691 Bacteria      Firmicutes          Clostridia
#> 35    ASV1772 Bacteria      Firmicutes                <NA>
#> 36    ASV1726 Bacteria  Proteobacteria Gammaproteobacteria
#> 37     ASV381 Bacteria      Firmicutes                <NA>
#> 38     ASV807 Bacteria  Actinobacteria      Actinobacteria
#> 39    ASV1639 Bacteria      Firmicutes          Clostridia
#> 40    ASV3242 Bacteria      Firmicutes          Clostridia
#> 41    ASV1337 Bacteria      Firmicutes    Erysipelotrichia
#> 42     ASV562 Bacteria      Firmicutes          Clostridia
#> 43    ASV1860 Bacteria      Firmicutes             Bacilli
#> 44     ASV249 Bacteria  Proteobacteria Gammaproteobacteria
#> 45      ASV24 Bacteria  Actinobacteria      Actinobacteria
#> 46     ASV971 Bacteria   Bacteroidetes         Bacteroidia
#> 47     ASV879 Bacteria      Firmicutes          Clostridia
#> 48     ASV240 Bacteria  Proteobacteria Deltaproteobacteria
#> 49     ASV992 Bacteria  Actinobacteria      Coriobacteriia
#> 50    ASV1660 Bacteria      Firmicutes          Clostridia
#> 51     ASV840 Bacteria      Firmicutes          Clostridia
#> 52     ASV152 Bacteria   Bacteroidetes         Bacteroidia
#> 53    ASV1480 Bacteria      Firmicutes          Clostridia
#> 54     ASV798 Bacteria      Firmicutes          Clostridia
#> 55     ASV285 Bacteria      Firmicutes          Clostridia
#> 56     ASV720 Bacteria   Bacteroidetes         Bacteroidia
#> 57    ASV1266 Bacteria      Firmicutes          Clostridia
#> 58     ASV768 Bacteria   Synergistetes         Synergistia
#> 59      ASV57 Bacteria   Bacteroidetes         Bacteroidia
#> 60    ASV2623 Bacteria      Firmicutes          Clostridia
#> 61    ASV1998 Bacteria      Firmicutes          Clostridia
#> 62     ASV251 Bacteria      Firmicutes          Clostridia
#> 63    ASV3060 Bacteria      Firmicutes          Clostridia
#> 64      ASV96 Bacteria      Firmicutes          Clostridia
#> 65     ASV577 Bacteria      Firmicutes    Erysipelotrichia
#> 66    ASV2020 Bacteria   Bacteroidetes         Bacteroidia
#> 67    ASV1602 Bacteria      Firmicutes          Clostridia
#> 68    ASV2830 Bacteria      Firmicutes          Clostridia
#> 69     ASV165 Bacteria      Firmicutes          Clostridia
#> 70    ASV1088 Bacteria      Firmicutes          Clostridia
#> 71       ASV5 Bacteria      Firmicutes          Clostridia
#> 72      ASV18 Bacteria      Firmicutes          Clostridia
#> 73     ASV585 Bacteria      Firmicutes          Clostridia
#> 74     ASV296 Bacteria      Firmicutes    Erysipelotrichia
#> 75    ASV1085 Bacteria      Firmicutes                <NA>
#> 76      ASV20 Bacteria      Firmicutes          Clostridia
#> 77    ASV1555 Bacteria      Firmicutes          Clostridia
#> 78    ASV1154 Bacteria      Firmicutes          Clostridia
#> 79    ASV2309 Bacteria      Firmicutes          Clostridia
#> 80    ASV3174 Bacteria  Actinobacteria      Actinobacteria
#> 81     ASV795 Bacteria      Firmicutes          Clostridia
#> 82    ASV1521 Bacteria      Firmicutes          Clostridia
#> 83    ASV1022 Bacteria      Firmicutes    Erysipelotrichia
#> 84     ASV351 Bacteria      Firmicutes          Clostridia
#> 85    ASV1668 Bacteria      Firmicutes          Clostridia
#> 86     ASV292 Bacteria   Bacteroidetes         Bacteroidia
#> 87    ASV2544 Bacteria      Firmicutes          Clostridia
#> 88     ASV414 Bacteria      Firmicutes             Bacilli
#> 89     ASV273 Bacteria      Firmicutes          Clostridia
#> 90    ASV2120 Bacteria      Firmicutes          Clostridia
#> 91    ASV2022 Bacteria      Firmicutes             Bacilli
#> 92    ASV2561 Bacteria      Firmicutes          Clostridia
#> 93      ASV83 Bacteria   Bacteroidetes         Bacteroidia
#> 94     ASV561 Bacteria      Firmicutes          Clostridia
#> 95     ASV307  Archaea   Euryarchaeota     Methanobacteria
#> 96     ASV774 Bacteria      Firmicutes          Clostridia
#> 97    ASV1143 Bacteria      Firmicutes          Clostridia
#> 98    ASV2578 Bacteria      Firmicutes          Clostridia
#> 99    ASV2031 Bacteria      Firmicutes          Clostridia
#> 100    ASV286 Bacteria      Firmicutes          Clostridia
#> 101   ASV1259 Bacteria      Firmicutes          Clostridia
#> 102   ASV1839 Bacteria      Firmicutes          Clostridia
#> 103    ASV193 Bacteria   Bacteroidetes         Bacteroidia
#> 104    ASV112 Bacteria      Firmicutes          Clostridia
#> 105    ASV380 Bacteria      Firmicutes             Bacilli
#> 106    ASV538 Bacteria      Firmicutes          Clostridia
#> 107    ASV491 Bacteria      Firmicutes          Clostridia
#> 108    ASV157 Bacteria      Firmicutes          Clostridia
#> 109    ASV266 Bacteria   Bacteroidetes         Bacteroidia
#> 110    ASV525 Bacteria      Firmicutes          Clostridia
#> 111     ASV25 Bacteria      Firmicutes          Clostridia
#> 112   ASV1937 Bacteria      Firmicutes          Clostridia
#> 113    ASV323 Bacteria      Firmicutes    Erysipelotrichia
#> 114     ASV26 Bacteria   Bacteroidetes         Bacteroidia
#> 115    ASV893 Bacteria      Firmicutes    Erysipelotrichia
#> 116    ASV760 Bacteria      Firmicutes          Clostridia
#> 117    ASV717 Bacteria      Firmicutes          Clostridia
#> 118     ASV14 Bacteria      Firmicutes          Clostridia
#> 119     ASV72 Bacteria      Firmicutes          Clostridia
#> 120    ASV279 Bacteria   Bacteroidetes         Bacteroidia
#> 121    ASV570 Bacteria      Firmicutes          Clostridia
#> 122   ASV1786 Bacteria      Firmicutes          Clostridia
#> 123    ASV287 Bacteria      Firmicutes          Clostridia
#> 124    ASV844 Bacteria      Firmicutes          Clostridia
#> 125    ASV174 Bacteria  Proteobacteria Gammaproteobacteria
#> 126   ASV1710 Bacteria      Firmicutes          Clostridia
#> 127   ASV1493 Bacteria      Firmicutes          Clostridia
#> 128   ASV1704 Bacteria      Firmicutes          Clostridia
#> 129    ASV728 Bacteria      Firmicutes          Clostridia
#> 130     ASV10 Bacteria Verrucomicrobia    Verrucomicrobiae
#> 131    ASV282 Bacteria   Bacteroidetes         Bacteroidia
#> 132     ASV60 Bacteria      Firmicutes          Clostridia
#> 133    ASV163 Bacteria      Firmicutes          Clostridia
#> 134     ASV56 Bacteria      Firmicutes          Clostridia
#> 135    ASV120 Bacteria   Bacteroidetes         Bacteroidia
#> 136    ASV108 Bacteria  Actinobacteria      Actinobacteria
#> 137    ASV770 Bacteria      Firmicutes          Clostridia
#> 138   ASV2601 Bacteria      Firmicutes          Clostridia
#> 139   ASV2449 Bacteria      Firmicutes          Clostridia
#> 140   ASV1778 Bacteria      Firmicutes          Clostridia
#> 141    ASV415 Bacteria      Firmicutes       Negativicutes
#> 142   ASV1221 Bacteria      Firmicutes          Clostridia
#> 143   ASV1307 Bacteria      Firmicutes          Clostridia
#> 144   ASV1585 Bacteria      Firmicutes          Clostridia
#> 145    ASV168 Bacteria      Firmicutes          Clostridia
#> 146   ASV2729 Bacteria      Firmicutes          Clostridia
#> 147    ASV607 Bacteria      Firmicutes    Erysipelotrichia
#> 148    ASV646 Bacteria      Firmicutes          Clostridia
#> 149   ASV1777 Bacteria      Firmicutes          Clostridia
#> 150    ASV427 Bacteria   Bacteroidetes         Bacteroidia
#> 151   ASV1210 Bacteria      Firmicutes          Clostridia
#> 152   ASV1837 Bacteria      Firmicutes          Clostridia
#> 153   ASV1684 Bacteria      Firmicutes          Clostridia
#> 154    ASV260 Bacteria      Firmicutes          Clostridia
#> 155   ASV1752 Bacteria      Firmicutes    Erysipelotrichia
#> 156   ASV2421 Bacteria      Firmicutes          Clostridia
#> 157     ASV99 Bacteria      Firmicutes          Clostridia
#> 158    ASV235 Bacteria   Bacteroidetes         Bacteroidia
#> 159     ASV67 Bacteria      Firmicutes          Clostridia
#> 160    ASV350 Bacteria      Firmicutes          Clostridia
#> 161     ASV75 Bacteria      Firmicutes                <NA>
#> 162   ASV2432 Bacteria      Firmicutes          Clostridia
#> 163   ASV1228 Bacteria      Firmicutes          Clostridia
#> 164    ASV263 Bacteria      Firmicutes          Clostridia
#> 165     ASV95 Bacteria      Firmicutes          Clostridia
#> 166     ASV79 Bacteria      Firmicutes          Clostridia
#> 167    ASV781 Bacteria      Firmicutes          Clostridia
#> 168   ASV1817 Bacteria      Firmicutes          Clostridia
#> 169   ASV1631 Bacteria      Firmicutes          Clostridia
#> 170   ASV1315 Bacteria      Firmicutes       Negativicutes
#> 171     ASV76 Bacteria      Firmicutes       Negativicutes
#> 172    ASV453 Bacteria      Firmicutes          Clostridia
#> 173   ASV2321 Bacteria      Firmicutes          Clostridia
#> 174    ASV825 Bacteria      Firmicutes          Clostridia
#> 175   ASV2024 Bacteria      Firmicutes          Clostridia
#> 176   ASV1524 Bacteria      Firmicutes          Clostridia
#> 177    ASV827 Bacteria      Firmicutes          Clostridia
#> 178    ASV709 Bacteria   Bacteroidetes         Bacteroidia
#> 179     ASV34 Bacteria   Bacteroidetes         Bacteroidia
#> 180   ASV1064 Bacteria      Firmicutes          Clostridia
#> 181   ASV2006 Bacteria      Firmicutes                <NA>
#> 182    ASV522 Bacteria      Firmicutes          Clostridia
#> 183   ASV1723 Bacteria  Actinobacteria      Coriobacteriia
#> 184   ASV2725 Bacteria      Firmicutes          Clostridia
#> 185    ASV874 Bacteria      Firmicutes          Clostridia
#> 186    ASV136 Bacteria      Firmicutes             Bacilli
#> 187    ASV754 Bacteria      Firmicutes          Clostridia
#> 188   ASV1581 Bacteria      Firmicutes          Clostridia
#> 189     ASV89 Bacteria  Actinobacteria      Actinobacteria
#> 190   ASV1655 Bacteria      Firmicutes          Clostridia
#> 191    ASV140 Bacteria      Firmicutes          Clostridia
#> 192    ASV599 Bacteria      Firmicutes          Clostridia
#> 193    ASV580 Bacteria      Firmicutes          Clostridia
#> 194    ASV949 Bacteria      Firmicutes          Clostridia
#> 195    ASV945 Bacteria      Firmicutes          Clostridia
#> 196    ASV132 Bacteria      Firmicutes    Erysipelotrichia
#> 197   ASV1646 Bacteria      Firmicutes          Clostridia
#> 198    ASV980 Bacteria      Firmicutes          Clostridia
#> 199    ASV356 Bacteria   Bacteroidetes         Bacteroidia
#> 200    ASV776 Bacteria      Firmicutes          Clostridia
#> 201    ASV430 Bacteria  Actinobacteria      Coriobacteriia
#> 202    ASV400 Bacteria      Firmicutes          Clostridia
#> 203    ASV377 Bacteria      Firmicutes          Clostridia
#> 204    ASV657 Bacteria      Firmicutes          Clostridia
#> 205    ASV183 Bacteria      Firmicutes             Bacilli
#> 206   ASV1345 Bacteria      Firmicutes          Clostridia
#> 207   ASV2612 Bacteria      Firmicutes    Erysipelotrichia
#> 208    ASV550 Bacteria      Firmicutes          Clostridia
#> 209     ASV87 Bacteria   Bacteroidetes         Bacteroidia
#> 210   ASV2209 Bacteria      Firmicutes          Clostridia
#> 211    ASV124 Bacteria   Bacteroidetes         Bacteroidia
#> 212    ASV160 Bacteria      Firmicutes          Clostridia
#> 213   ASV2537 Bacteria      Firmicutes          Clostridia
#> 214    ASV129 Bacteria   Bacteroidetes         Bacteroidia
#> 215   ASV1765 Bacteria      Firmicutes          Clostridia
#> 216    ASV295 Bacteria      Firmicutes       Negativicutes
#> 217   ASV1099 Bacteria      Firmicutes          Clostridia
#> 218    ASV393 Bacteria      Firmicutes          Clostridia
#> 219   ASV1805 Bacteria      Firmicutes          Clostridia
#> 220    ASV861 Bacteria      Firmicutes          Clostridia
#> 221    ASV406 Bacteria      Firmicutes          Clostridia
#> 222     ASV71 Bacteria      Firmicutes          Clostridia
#> 223    ASV250 Bacteria      Firmicutes          Clostridia
#> 224   ASV1332 Bacteria      Firmicutes          Clostridia
#> 225   ASV1966 Bacteria      Firmicutes          Clostridia
#> 226   ASV3573 Bacteria      Firmicutes          Clostridia
#> 227    ASV686 Bacteria      Firmicutes    Erysipelotrichia
#> 228   ASV1044 Bacteria      Firmicutes    Erysipelotrichia
#> 229   ASV1997 Bacteria      Firmicutes          Clostridia
#> 230    ASV364 Bacteria      Firmicutes          Clostridia
#> 231   ASV1274 Bacteria      Firmicutes          Clostridia
#> 232    ASV766 Bacteria   Bacteroidetes         Bacteroidia
#> 233   ASV1009 Bacteria      Firmicutes    Erysipelotrichia
#> 234   ASV1214 Bacteria      Firmicutes          Clostridia
#> 235    ASV718 Bacteria   Bacteroidetes         Bacteroidia
#> 236   ASV2372 Bacteria      Firmicutes          Clostridia
#> 237     ASV73 Bacteria      Firmicutes          Clostridia
#> 238    ASV563 Bacteria      Firmicutes          Clostridia
#> 239   ASV1297 Bacteria   Bacteroidetes         Bacteroidia
#> 240    ASV857 Bacteria      Firmicutes          Clostridia
#> 241   ASV1265 Bacteria   Bacteroidetes         Bacteroidia
#> 242     ASV54 Bacteria      Firmicutes          Clostridia
#> 243    ASV586 Bacteria   Cyanobacteria     Melainabacteria
#> 244   ASV1476 Bacteria      Firmicutes          Clostridia
#> 245    ASV913 Bacteria  Proteobacteria Deltaproteobacteria
#> 246    ASV519 Bacteria      Firmicutes          Clostridia
#> 247   ASV1107 Bacteria      Firmicutes          Clostridia
#> 248   ASV1479 Bacteria      Firmicutes          Clostridia
#> 249   ASV2772 Bacteria      Firmicutes          Clostridia
#> 250    ASV850 Bacteria   Lentisphaerae       Lentisphaeria
#> 251   ASV2480 Bacteria      Firmicutes          Clostridia
#> 252   ASV1554 Bacteria      Firmicutes          Clostridia
#> 253    ASV176 Bacteria      Firmicutes          Clostridia
#> 254    ASV396 Bacteria      Firmicutes          Clostridia
#> 255   ASV2730 Bacteria      Firmicutes          Clostridia
#> 256    ASV113 Bacteria      Firmicutes          Clostridia
#> 257    ASV693 Bacteria      Firmicutes          Clostridia
#> 258    ASV212 Bacteria      Firmicutes          Clostridia
#> 259    ASV383 Bacteria      Firmicutes          Clostridia
#> 260    ASV228 Bacteria      Firmicutes          Clostridia
#> 261    ASV207 Bacteria      Firmicutes          Clostridia
#> 262    ASV851 Bacteria  Proteobacteria Deltaproteobacteria
#> 263   ASV2558 Bacteria      Firmicutes          Clostridia
#> 264    ASV194 Bacteria   Bacteroidetes         Bacteroidia
#> 265    ASV142 Bacteria   Bacteroidetes         Bacteroidia
#> 266     ASV81 Bacteria  Actinobacteria      Coriobacteriia
#> 267    ASV343 Bacteria      Firmicutes          Clostridia
#> 268   ASV1111 Bacteria      Firmicutes          Clostridia
#> 269    ASV537 Bacteria      Firmicutes          Clostridia
#> 270    ASV615 Bacteria      Firmicutes          Clostridia
#> 271    ASV785 Bacteria      Firmicutes          Clostridia
#> 272   ASV1430 Bacteria      Firmicutes          Clostridia
#> 273   ASV1700 Bacteria      Firmicutes          Clostridia
#> 274   ASV4203 Bacteria      Firmicutes          Clostridia
#> 275    ASV166 Bacteria      Firmicutes          Clostridia
#> 276    ASV379 Bacteria      Firmicutes          Clostridia
#> 277    ASV294 Bacteria      Firmicutes          Clostridia
#> 278    ASV526 Bacteria  Proteobacteria Deltaproteobacteria
#> 279    ASV433 Bacteria      Firmicutes          Clostridia
#> 280    ASV359 Bacteria      Firmicutes          Clostridia
#> 281    ASV805 Bacteria      Firmicutes          Clostridia
#> 282   ASV2190 Bacteria      Firmicutes          Clostridia
#> 283   ASV1225 Bacteria      Firmicutes          Clostridia
#> 284    ASV511 Bacteria   Bacteroidetes         Bacteroidia
#> 285    ASV510 Bacteria      Firmicutes          Clostridia
#> 286    ASV214 Bacteria      Firmicutes          Clostridia
#> 287    ASV569 Bacteria      Firmicutes          Clostridia
#> 288    ASV541 Bacteria      Firmicutes          Clostridia
#> 289    ASV579 Bacteria      Firmicutes          Clostridia
#> 290    ASV932 Bacteria      Firmicutes          Clostridia
#> 291   ASV1656 Bacteria      Firmicutes          Clostridia
#> 292    ASV654 Bacteria      Firmicutes          Clostridia
#> 293    ASV137 Bacteria  Proteobacteria Gammaproteobacteria
#> 294    ASV116 Bacteria   Bacteroidetes         Bacteroidia
#> 295   ASV1658 Bacteria      Firmicutes          Clostridia
#> 296     ASV50 Bacteria      Firmicutes          Clostridia
#> 297    ASV735 Bacteria      Firmicutes          Clostridia
#> 298   ASV1923 Bacteria      Firmicutes          Clostridia
#> 299    ASV325 Bacteria      Firmicutes          Clostridia
#> 300     ASV85 Bacteria      Firmicutes          Clostridia
#> 301     ASV36 Bacteria      Firmicutes          Clostridia
#> 302    ASV339 Bacteria      Firmicutes          Clostridia
#> 303     ASV47 Bacteria   Bacteroidetes         Bacteroidia
#> 304    ASV150 Bacteria      Firmicutes          Clostridia
#> 305     ASV22 Bacteria      Firmicutes          Clostridia
#> 306    ASV338 Bacteria   Bacteroidetes         Bacteroidia
#> 307    ASV204 Bacteria      Firmicutes          Clostridia
#> 308   ASV1206 Bacteria      Firmicutes          Clostridia
#> 309   ASV1068 Bacteria      Firmicutes          Clostridia
#> 310   ASV2454 Bacteria      Firmicutes          Clostridia
#> 311      ASV4 Bacteria      Firmicutes          Clostridia
#> 312    ASV147 Bacteria      Firmicutes          Clostridia
#> 313   ASV2105 Bacteria      Firmicutes          Clostridia
#> 314    ASV342 Bacteria      Firmicutes          Clostridia
#> 315    ASV407 Bacteria      Firmicutes          Clostridia
#> 316   ASV3610 Bacteria      Firmicutes          Clostridia
#> 317    ASV658 Bacteria      Firmicutes          Clostridia
#> 318    ASV477 Bacteria  Proteobacteria Gammaproteobacteria
#> 319   ASV2025 Bacteria      Firmicutes          Clostridia
#> 320    ASV329 Bacteria  Proteobacteria Gammaproteobacteria
#> 321     ASV46 Bacteria      Firmicutes          Clostridia
#> 322    ASV560 Bacteria      Firmicutes          Clostridia
#> 323    ASV224 Bacteria   Bacteroidetes         Bacteroidia
#> 324     ASV88 Bacteria      Firmicutes          Clostridia
#> 325    ASV703 Bacteria      Firmicutes          Clostridia
#> 326   ASV1619 Bacteria      Firmicutes          Clostridia
#> 327   ASV1831 Bacteria      Firmicutes          Clostridia
#> 328    ASV405 Bacteria      Firmicutes          Clostridia
#> 329    ASV131 Bacteria   Bacteroidetes         Bacteroidia
#> 330    ASV673 Bacteria      Firmicutes          Clostridia
#> 331    ASV626 Bacteria      Firmicutes          Clostridia
#> 332    ASV334 Bacteria      Firmicutes          Clostridia
#> 333    ASV326 Bacteria      Firmicutes             Bacilli
#> 334   ASV1663 Bacteria      Firmicutes          Clostridia
#> 335   ASV2263 Bacteria      Firmicutes          Clostridia
#> 336   ASV1742 Bacteria      Firmicutes          Clostridia
#> 337   ASV1124 Bacteria      Firmicutes          Clostridia
#> 338   ASV3578 Bacteria  Actinobacteria      Actinobacteria
#> 339     ASV93 Bacteria      Firmicutes          Clostridia
#> 340    ASV451 Bacteria      Firmicutes       Negativicutes
#> 341   ASV3241 Bacteria      Firmicutes          Clostridia
#> 342     ASV52 Bacteria      Firmicutes          Clostridia
#> 343   ASV2858 Bacteria  Actinobacteria      Coriobacteriia
#> 344     ASV51 Bacteria      Firmicutes          Clostridia
#> 345   ASV1690 Bacteria      Firmicutes          Clostridia
#> 346   ASV1012 Bacteria   Bacteroidetes         Bacteroidia
#> 347    ASV513 Bacteria      Firmicutes          Clostridia
#> 348   ASV1002 Bacteria  Actinobacteria      Actinobacteria
#> 349    ASV162 Bacteria      Firmicutes          Clostridia
#> 350    ASV954 Bacteria      Firmicutes          Clostridia
#> 351    ASV159 Bacteria      Firmicutes          Clostridia
#> 352      ASV8 Bacteria   Bacteroidetes         Bacteroidia
#> 353    ASV892 Bacteria      Firmicutes    Erysipelotrichia
#> 354    ASV846 Bacteria      Firmicutes          Clostridia
#> 355    ASV290 Bacteria      Firmicutes          Clostridia
#> 356   ASV1201 Bacteria      Firmicutes          Clostridia
#> 357   ASV1401 Bacteria      Firmicutes          Clostridia
#> 358   ASV1101 Bacteria      Firmicutes    Erysipelotrichia
#> 359    ASV267 Bacteria      Firmicutes          Clostridia
#> 360    ASV552 Bacteria   Bacteroidetes         Bacteroidia
#> 361   ASV2157 Bacteria   Bacteroidetes         Bacteroidia
#> 362    ASV613 Bacteria   Bacteroidetes         Bacteroidia
#> 363   ASV1207 Bacteria      Firmicutes          Clostridia
#> 364    ASV528 Bacteria      Firmicutes          Clostridia
#> 365    ASV540 Bacteria      Firmicutes          Clostridia
#> 366   ASV1016 Bacteria      Firmicutes          Clostridia
#> 367   ASV2126 Bacteria      Firmicutes          Clostridia
#> 368    ASV575 Bacteria      Firmicutes          Clostridia
#> 369   ASV1084 Bacteria      Firmicutes          Clostridia
#> 370    ASV539 Bacteria      Firmicutes          Clostridia
#> 371   ASV1041 Bacteria      Firmicutes          Clostridia
#> 372   ASV1681 Bacteria      Firmicutes          Clostridia
#> 373    ASV252 Bacteria      Firmicutes          Clostridia
#> 374   ASV1748 Bacteria      Firmicutes          Clostridia
#> 375    ASV376 Bacteria      Firmicutes          Clostridia
#> 376     ASV39 Bacteria      Firmicutes          Clostridia
#> 377    ASV391 Bacteria      Firmicutes          Clostridia
#> 378    ASV305 Bacteria      Firmicutes          Clostridia
#> 379    ASV740 Bacteria      Firmicutes          Clostridia
#> 380   ASV1328 Bacteria      Firmicutes          Clostridia
#> 381    ASV565 Bacteria      Firmicutes          Clostridia
#> 382    ASV173 Bacteria      Firmicutes          Clostridia
#> 383   ASV1244 Bacteria      Firmicutes          Clostridia
#> 384     ASV62 Bacteria      Firmicutes          Clostridia
#> 385   ASV1683 Bacteria      Firmicutes          Clostridia
#> 386   ASV2483 Bacteria      Firmicutes          Clostridia
#> 387   ASV1186 Bacteria      Firmicutes          Clostridia
#> 388     ASV80 Bacteria      Firmicutes          Clostridia
#> 389    ASV617 Bacteria      Firmicutes          Clostridia
#> 390    ASV146 Bacteria      Firmicutes          Clostridia
#> 391    ASV114 Bacteria      Firmicutes          Clostridia
#> 392   ASV2106 Bacteria      Firmicutes          Clostridia
#> 393    ASV492 Bacteria      Firmicutes          Clostridia
#> 394    ASV466 Bacteria      Firmicutes          Clostridia
#> 395    ASV694 Bacteria      Firmicutes          Clostridia
#> 396    ASV181 Bacteria      Firmicutes          Clostridia
#> 397    ASV434 Bacteria      Firmicutes          Clostridia
#> 398    ASV958 Bacteria      Firmicutes          Clostridia
#> 399   ASV2081 Bacteria      Firmicutes          Clostridia
#> 400    ASV169 Bacteria   Bacteroidetes         Bacteroidia
#> 401    ASV548 Bacteria      Firmicutes          Clostridia
#> 402   ASV1992 Bacteria      Firmicutes          Clostridia
#> 403     ASV40 Bacteria      Firmicutes          Clostridia
#> 404   ASV1007 Bacteria      Firmicutes          Clostridia
#> 405    ASV641 Bacteria      Firmicutes          Clostridia
#> 406    ASV368 Bacteria      Firmicutes          Clostridia
#> 407    ASV106 Bacteria      Firmicutes          Clostridia
#> 408   ASV2637 Bacteria  Actinobacteria      Coriobacteriia
#> 409    ASV679 Bacteria      Firmicutes          Clostridia
#> 410    ASV475 Bacteria      Firmicutes          Clostridia
#> 411    ASV677 Bacteria      Firmicutes          Clostridia
#> 412     ASV78 Bacteria      Firmicutes    Erysipelotrichia
#> 413    ASV390 Bacteria      Firmicutes          Clostridia
#> 414    ASV630 Bacteria   Bacteroidetes         Bacteroidia
#> 415    ASV270 Bacteria      Firmicutes          Clostridia
#> 416    ASV394 Bacteria      Firmicutes          Clostridia
#> 417   ASV1445 Bacteria      Firmicutes          Clostridia
#> 418    ASV238 Bacteria      Firmicutes          Clostridia
#> 419     ASV65 Bacteria      Firmicutes          Clostridia
#> 420   ASV1442 Bacteria      Firmicutes          Clostridia
#> 421    ASV930 Bacteria      Firmicutes          Clostridia
#> 422   ASV2166 Bacteria      Firmicutes             Bacilli
#> 423      ASV6 Bacteria      Firmicutes          Clostridia
#> 424    ASV684 Bacteria      Firmicutes          Clostridia
#> 425    ASV184 Bacteria      Firmicutes          Clostridia
#> 426    ASV952 Bacteria      Firmicutes          Clostridia
#> 427    ASV135 Bacteria      Firmicutes          Clostridia
#> 428    ASV474 Bacteria      Firmicutes          Clostridia
#> 429   ASV1711 Bacteria      Firmicutes          Clostridia
#> 430    ASV758 Bacteria      Firmicutes          Clostridia
#> 431   ASV1448 Bacteria      Firmicutes          Clostridia
#> 432   ASV2064 Bacteria      Firmicutes          Clostridia
#> 433    ASV322 Bacteria      Firmicutes          Clostridia
#> 434    ASV199 Bacteria   Bacteroidetes         Bacteroidia
#> 435   ASV1150 Bacteria   Lentisphaerae       Lentisphaeria
#> 436   ASV1269 Bacteria      Firmicutes          Clostridia
#> 437   ASV1676 Bacteria      Firmicutes             Bacilli
#> 438    ASV480 Bacteria   Bacteroidetes         Bacteroidia
#> 439   ASV2066 Bacteria      Firmicutes          Clostridia
#> 440    ASV530 Bacteria      Firmicutes          Clostridia
#> 441    ASV463 Bacteria      Firmicutes          Clostridia
#> 442    ASV110 Bacteria      Firmicutes          Clostridia
#> 443    ASV289 Bacteria   Bacteroidetes         Bacteroidia
#> 444     ASV42 Bacteria      Firmicutes          Clostridia
#> 445   ASV1404 Bacteria      Firmicutes          Clostridia
#> 446    ASV217 Bacteria   Bacteroidetes         Bacteroidia
#> 447   ASV1604 Bacteria      Firmicutes          Clostridia
#> 448    ASV464 Bacteria      Firmicutes          Clostridia
#> 449   ASV2242 Bacteria      Firmicutes          Clostridia
#> 450   ASV3545 Bacteria      Firmicutes          Clostridia
#> 451    ASV672 Bacteria      Firmicutes          Clostridia
#> 452     ASV98 Bacteria      Firmicutes          Clostridia
#> 453    ASV736 Bacteria      Firmicutes          Clostridia
#> 454     ASV90 Bacteria   Bacteroidetes         Bacteroidia
#> 455   ASV2041 Bacteria      Firmicutes          Clostridia
#> 456    ASV454 Bacteria   Bacteroidetes         Bacteroidia
#> 457   ASV1434 Bacteria      Firmicutes          Clostridia
#> 458   ASV3397 Bacteria      Firmicutes          Clostridia
#> 459   ASV1267 Bacteria      Firmicutes          Clostridia
#> 460   ASV1580 Bacteria      Firmicutes          Clostridia
#> 461    ASV509 Bacteria      Firmicutes          Clostridia
#> 462    ASV243  Archaea   Euryarchaeota     Methanobacteria
#> 463    ASV115 Bacteria      Firmicutes          Clostridia
#> 464   ASV2036 Bacteria      Firmicutes          Clostridia
#> 465   ASV1272 Bacteria      Firmicutes          Clostridia
#> 466    ASV763 Bacteria      Firmicutes          Clostridia
#> 467   ASV1050 Bacteria      Firmicutes          Clostridia
#> 468   ASV1929 Bacteria      Firmicutes          Clostridia
#> 469   ASV1670 Bacteria      Firmicutes          Clostridia
#> 470   ASV1890 Bacteria      Firmicutes                <NA>
#> 471   ASV1953 Bacteria      Firmicutes          Clostridia
#> 472    ASV190 Bacteria      Firmicutes          Clostridia
#> 473    ASV382 Bacteria      Firmicutes          Clostridia
#> 474     ASV17 Bacteria      Firmicutes             Bacilli
#> 475    ASV219 Bacteria      Firmicutes          Clostridia
#> 476   ASV1935 Bacteria      Firmicutes          Clostridia
#> 477    ASV185 Bacteria   Bacteroidetes         Bacteroidia
#> 478    ASV205 Bacteria      Firmicutes          Clostridia
#> 479   ASV1991 Bacteria      Firmicutes          Clostridia
#> 480   ASV1956 Bacteria      Firmicutes          Clostridia
#> 481    ASV420 Bacteria      Firmicutes          Clostridia
#> 482    ASV849 Bacteria      Firmicutes          Clostridia
#> 483    ASV886 Bacteria      Firmicutes          Clostridia
#> 484   ASV2051 Bacteria      Firmicutes          Clostridia
#> 485    ASV370 Bacteria   Bacteroidetes         Bacteroidia
#> 486   ASV1603 Bacteria      Firmicutes          Clostridia
#> 487    ASV213 Bacteria      Firmicutes             Bacilli
#> 488    ASV117 Bacteria      Firmicutes          Clostridia
#> 489   ASV2852 Bacteria      Firmicutes          Clostridia
#> 490    ASV411 Bacteria      Firmicutes          Clostridia
#> 491   ASV2804 Bacteria      Firmicutes          Clostridia
#> 492   ASV1659 Bacteria      Firmicutes          Clostridia
#> 493   ASV1066 Bacteria      Firmicutes          Clostridia
#> 494    ASV487 Bacteria      Firmicutes                <NA>
#> 495    ASV261 Bacteria      Firmicutes          Clostridia
#> 496    ASV793 Bacteria      Firmicutes          Clostridia
#> 497    ASV664 Bacteria   Bacteroidetes         Bacteroidia
#> 498    ASV847 Bacteria      Firmicutes          Clostridia
#> 499   ASV1026 Bacteria      Firmicutes          Clostridia
#> 500    ASV233 Bacteria      Firmicutes          Clostridia
#> 501    ASV692 Bacteria   Bacteroidetes         Bacteroidia
#> 502   ASV3840 Bacteria      Firmicutes          Clostridia
#> 503      ASV1 Bacteria      Firmicutes          Clostridia
#> 504    ASV291 Bacteria      Firmicutes          Clostridia
#> 505   ASV1030 Bacteria      Firmicutes          Clostridia
#> 506   ASV2030 Bacteria      Firmicutes          Clostridia
#> 507   ASV1633 Bacteria      Firmicutes          Clostridia
#> 508     ASV74 Bacteria      Firmicutes          Clostridia
#> 509    ASV304 Bacteria  Actinobacteria      Actinobacteria
#> 510    ASV347 Bacteria      Firmicutes          Clostridia
#> 511     ASV37 Bacteria      Firmicutes          Clostridia
#> 512    ASV330 Bacteria      Firmicutes          Clostridia
#> 513    ASV639 Bacteria      Firmicutes          Clostridia
#> 514    ASV609 Bacteria      Firmicutes          Clostridia
#> 515    ASV576 Bacteria      Firmicutes          Clostridia
#> 516   ASV1397 Bacteria  Actinobacteria      Actinobacteria
#> 517    ASV425 Bacteria      Firmicutes          Clostridia
#> 518    ASV705 Bacteria      Firmicutes          Clostridia
#> 519    ASV484 Bacteria   Bacteroidetes         Bacteroidia
#> 520   ASV1936 Bacteria      Firmicutes          Clostridia
#> 521    ASV268 Bacteria      Firmicutes          Clostridia
#> 522    ASV734 Bacteria      Firmicutes          Clostridia
#> 523    ASV107 Bacteria      Firmicutes          Clostridia
#> 524     ASV70 Bacteria      Firmicutes          Clostridia
#> 525    ASV918 Bacteria      Firmicutes          Clostridia
#> 526     ASV49 Bacteria      Firmicutes          Clostridia
#> 527    ASV195 Bacteria      Firmicutes          Clostridia
#> 528    ASV230 Bacteria      Firmicutes          Clostridia
#> 529   ASV1648 Bacteria      Firmicutes          Clostridia
#> 530   ASV1680 Bacteria      Firmicutes          Clostridia
#> 531    ASV284 Bacteria      Firmicutes          Clostridia
#> 532   ASV2718 Bacteria      Firmicutes          Clostridia
#> 533    ASV187 Bacteria      Firmicutes          Clostridia
#> 534    ASV231 Bacteria      Firmicutes          Clostridia
#> 535    ASV177 Bacteria      Firmicutes    Erysipelotrichia
#> 536   ASV1853 Bacteria      Firmicutes          Clostridia
#> 537    ASV201 Bacteria   Bacteroidetes         Bacteroidia
#> 538    ASV385 Bacteria      Firmicutes             Bacilli
#> 539   ASV2004 Bacteria      Firmicutes          Clostridia
#> 540    ASV860 Bacteria      Firmicutes             Bacilli
#> 541    ASV521 Bacteria   Bacteroidetes         Bacteroidia
#> 542   ASV2814 Bacteria      Firmicutes          Clostridia
#> 543   ASV1527 Bacteria      Firmicutes          Clostridia
#> 544     ASV41 Bacteria   Bacteroidetes         Bacteroidia
#> 545   ASV2310 Bacteria      Firmicutes          Clostridia
#> 546    ASV700 Bacteria      Firmicutes          Clostridia
#> 547    ASV737 Bacteria      Firmicutes          Clostridia
#> 548    ASV683 Bacteria      Firmicutes          Clostridia
#> 549   ASV1468 Bacteria      Firmicutes          Clostridia
#> 550   ASV2226 Bacteria      Firmicutes          Clostridia
#> 551   ASV2697 Bacteria      Firmicutes          Clostridia
#> 552    ASV597 Bacteria      Firmicutes          Clostridia
#> 553   ASV1053 Bacteria      Firmicutes          Clostridia
#> 554    ASV441 Bacteria  Proteobacteria Gammaproteobacteria
#> 555   ASV1008 Bacteria      Firmicutes          Clostridia
#> 556    ASV890 Bacteria      Firmicutes          Clostridia
#> 557    ASV496 Bacteria      Firmicutes          Clostridia
#> 558    ASV324 Bacteria      Firmicutes          Clostridia
#> 559   ASV2353 Bacteria      Firmicutes                <NA>
#> 560    ASV255 Bacteria      Firmicutes          Clostridia
#> 561     ASV21 Bacteria      Firmicutes          Clostridia
#> 562    ASV247 Bacteria      Firmicutes          Clostridia
#> 563   ASV2325 Bacteria      Firmicutes          Clostridia
#> 564    ASV254 Bacteria      Firmicutes          Clostridia
#> 565    ASV948 Bacteria      Firmicutes          Clostridia
#> 566   ASV2265 Bacteria      Firmicutes          Clostridia
#> 567    ASV621 Bacteria     Tenericutes          Mollicutes
#> 568    ASV924 Bacteria      Firmicutes          Clostridia
#> 569   ASV3251 Bacteria      Firmicutes          Clostridia
#> 570   ASV2383 Bacteria      Firmicutes          Clostridia
#> 571    ASV128 Bacteria      Firmicutes       Negativicutes
#> 572    ASV489 Bacteria   Bacteroidetes         Bacteroidia
#> 573    ASV602 Bacteria      Firmicutes          Clostridia
#> 574   ASV2415 Bacteria      Firmicutes          Clostridia
#> 575    ASV545 Bacteria      Firmicutes          Clostridia
#> 576    ASV867 Bacteria      Firmicutes          Clostridia
#> 577   ASV2018 Bacteria      Firmicutes          Clostridia
#> 578    ASV100  Archaea   Euryarchaeota     Methanobacteria
#> 579   ASV1263 Bacteria      Firmicutes          Clostridia
#> 580   ASV2733 Bacteria      Firmicutes          Clostridia
#> 581     ASV19  Archaea   Euryarchaeota     Methanobacteria
#> 582    ASV978 Bacteria      Firmicutes          Clostridia
#> 583     ASV94 Bacteria      Firmicutes          Clostridia
#> 584    ASV167 Bacteria      Firmicutes          Clostridia
#> 585     ASV12 Bacteria      Firmicutes          Clostridia
#> 586    ASV573 Bacteria      Firmicutes          Clostridia
#> 587   ASV1727 Bacteria      Firmicutes          Clostridia
#> 588    ASV104 Bacteria   Bacteroidetes         Bacteroidia
#> 589    ASV944 Bacteria      Firmicutes          Clostridia
#> 590   ASV1627 Bacteria      Firmicutes          Clostridia
#> 591    ASV308 Bacteria      Firmicutes          Clostridia
#> 592   ASV1103 Bacteria      Firmicutes          Clostridia
#> 593     ASV69 Bacteria      Firmicutes          Clostridia
#> 594   ASV1421 Bacteria      Firmicutes    Erysipelotrichia
#> 595   ASV1023 Bacteria      Firmicutes          Clostridia
#> 596    ASV862 Bacteria      Firmicutes          Clostridia
#> 597   ASV2035 Bacteria      Firmicutes          Clostridia
#> 598   ASV1586 Bacteria  Actinobacteria      Actinobacteria
#> 599    ASV429 Bacteria      Firmicutes          Clostridia
#> 600    ASV756 Bacteria      Firmicutes             Bacilli
#> 601    ASV111 Bacteria      Firmicutes          Clostridia
#> 602    ASV469 Bacteria      Firmicutes          Clostridia
#> 603   ASV1360 Bacteria      Firmicutes          Clostridia
#> 604    ASV961 Bacteria      Firmicutes          Clostridia
#> 605   ASV1902 Bacteria      Firmicutes          Clostridia
#> 606    ASV333 Bacteria      Firmicutes          Clostridia
#> 607    ASV209 Bacteria      Firmicutes          Clostridia
#> 608    ASV493 Bacteria   Bacteroidetes         Bacteroidia
#> 609   ASV1638 Bacteria      Firmicutes    Erysipelotrichia
#> 610    ASV719 Bacteria   Bacteroidetes         Bacteroidia
#> 611    ASV534 Bacteria      Firmicutes          Clostridia
#> 612    ASV413 Bacteria      Firmicutes       Negativicutes
#> 613    ASV155 Bacteria      Firmicutes          Clostridia
#> 614    ASV708 Bacteria      Firmicutes          Clostridia
#> 615   ASV1732 Bacteria      Firmicutes          Clostridia
#> 616     ASV30 Bacteria      Firmicutes          Clostridia
#> 617    ASV409 Bacteria   Bacteroidetes         Bacteroidia
#> 618    ASV179 Bacteria   Bacteroidetes         Bacteroidia
#> 619   ASV1128 Bacteria  Actinobacteria      Coriobacteriia
#> 620     ASV27 Bacteria   Bacteroidetes         Bacteroidia
#> 621    ASV870 Bacteria      Firmicutes          Clostridia
#> 622   ASV3324 Bacteria      Firmicutes          Clostridia
#> 623      ASV9 Bacteria   Bacteroidetes         Bacteroidia
#> 624     ASV45 Bacteria      Firmicutes          Clostridia
#> 625   ASV1330 Bacteria   Bacteroidetes         Bacteroidia
#> 626    ASV907 Bacteria      Firmicutes                <NA>
#> 627   ASV1536 Bacteria      Firmicutes          Clostridia
#> 628    ASV920 Bacteria  Proteobacteria Gammaproteobacteria
#> 629    ASV216 Bacteria      Firmicutes             Bacilli
#> 630     ASV32 Bacteria      Firmicutes          Clostridia
#> 631   ASV1319 Bacteria      Firmicutes          Clostridia
#> 632   ASV3127 Bacteria      Firmicutes          Clostridia
#> 633    ASV787 Bacteria      Firmicutes          Clostridia
#> 634    ASV375 Bacteria      Firmicutes          Clostridia
#> 635    ASV623 Bacteria      Firmicutes          Clostridia
#> 636   ASV2610 Bacteria      Firmicutes          Clostridia
#> 637     ASV61 Bacteria      Firmicutes          Clostridia
#> 638    ASV587 Bacteria      Firmicutes          Clostridia
#> 639     ASV31 Bacteria      Firmicutes          Clostridia
#> 640   ASV1492 Bacteria      Firmicutes          Clostridia
#> 641   ASV1173 Bacteria      Firmicutes          Clostridia
#> 642   ASV2557 Bacteria  Actinobacteria      Actinobacteria
#> 643    ASV995 Bacteria      Firmicutes          Clostridia
#> 644   ASV2870 Bacteria      Firmicutes          Clostridia
#> 645    ASV858 Bacteria      Firmicutes          Clostridia
#> 646    ASV392 Bacteria      Firmicutes          Clostridia
#> 647    ASV316 Bacteria      Firmicutes          Clostridia
#> 648    ASV448 Bacteria      Firmicutes          Clostridia
#> 649    ASV153 Bacteria   Bacteroidetes         Bacteroidia
#> 650    ASV421 Bacteria      Firmicutes          Clostridia
#> 651    ASV281 Bacteria      Firmicutes          Clostridia
#> 652   ASV1451 Bacteria      Firmicutes          Clostridia
#> 653   ASV3411 Bacteria      Firmicutes          Clostridia
#> 654     ASV11 Bacteria  Proteobacteria Gammaproteobacteria
#> 655    ASV245 Bacteria  Actinobacteria      Coriobacteriia
#> 656    ASV101 Bacteria      Firmicutes          Clostridia
#> 657     ASV16 Bacteria      Firmicutes          Clostridia
#> 658   ASV1305 Bacteria      Firmicutes          Clostridia
#> 659    ASV926 Bacteria      Firmicutes          Clostridia
#> 660   ASV2324 Bacteria      Firmicutes          Clostridia
#> 661    ASV428 Bacteria      Firmicutes          Clostridia
#> 662   ASV2013 Bacteria      Firmicutes          Clostridia
#> 663    ASV796 Bacteria     Tenericutes          Mollicutes
#> 664   ASV2247 Bacteria      Firmicutes          Clostridia
#> 665   ASV2425 Bacteria  Proteobacteria Gammaproteobacteria
#> 666   ASV2404 Bacteria      Firmicutes          Clostridia
#> 667    ASV203 Bacteria      Firmicutes          Clostridia
#> 668    ASV102 Bacteria      Firmicutes          Clostridia
#> 669   ASV1363 Bacteria      Firmicutes          Clostridia
#> 670     ASV58 Bacteria   Bacteroidetes         Bacteroidia
#> 671   ASV1130 Bacteria      Firmicutes          Clostridia
#> 672    ASV141 Bacteria   Bacteroidetes         Bacteroidia
#> 673    ASV452 Bacteria      Firmicutes          Clostridia
#> 674   ASV2786 Bacteria      Firmicutes          Clostridia
#> 675    ASV423 Bacteria   Bacteroidetes         Bacteroidia
#> 676   ASV1885 Bacteria      Firmicutes          Clostridia
#> 677    ASV180 Bacteria      Firmicutes       Negativicutes
#> 678    ASV416 Bacteria      Firmicutes          Clostridia
#> 679   ASV1530 Bacteria      Firmicutes          Clostridia
#> 680    ASV225 Bacteria      Firmicutes          Clostridia
#> 681    ASV483 Bacteria      Firmicutes          Clostridia
#> 682   ASV1226 Bacteria      Firmicutes          Clostridia
#> 683    ASV934 Bacteria  Actinobacteria      Coriobacteriia
#> 684   ASV2188 Bacteria      Firmicutes          Clostridia
#> 685    ASV226 Bacteria      Firmicutes          Clostridia
#> 686    ASV336 Bacteria      Firmicutes             Bacilli
#> 687    ASV801 Bacteria      Firmicutes          Clostridia
#> 688   ASV2075 Bacteria      Firmicutes          Clostridia
#> 689   ASV2849 Bacteria      Firmicutes          Clostridia
#> 690   ASV1340 Bacteria      Firmicutes          Clostridia
#> 691    ASV353 Bacteria      Firmicutes          Clostridia
#> 692   ASV1503 Bacteria  Actinobacteria      Coriobacteriia
#> 693   ASV1076 Bacteria      Firmicutes          Clostridia
#> 694    ASV218 Bacteria      Firmicutes          Clostridia
#> 695   ASV3181 Bacteria      Firmicutes          Clostridia
#> 696   ASV2473 Bacteria  Actinobacteria      Actinobacteria
#> 697   ASV2327 Bacteria      Firmicutes          Clostridia
#> 698    ASV387 Bacteria     Tenericutes          Mollicutes
#> 699    ASV887 Bacteria      Firmicutes          Clostridia
#> 700    ASV592 Bacteria      Firmicutes          Clostridia
#> 701     ASV64 Bacteria   Bacteroidetes         Bacteroidia
#> 702   ASV2455 Bacteria      Firmicutes          Clostridia
#> 703    ASV242 Bacteria      Firmicutes          Clostridia
#> 704     ASV91 Bacteria      Firmicutes          Clostridia
#> 705   ASV2742 Bacteria      Firmicutes          Clostridia
#> 706    ASV817 Bacteria     Tenericutes          Mollicutes
#> 707   ASV1616 Bacteria      Firmicutes          Clostridia
#> 708    ASV546 Bacteria      Firmicutes             Bacilli
#> 709    ASV189 Bacteria      Firmicutes          Clostridia
#> 710    ASV982 Bacteria      Firmicutes    Erysipelotrichia
#> 711     ASV84 Bacteria      Firmicutes          Clostridia
#> 712   ASV1628 Bacteria      Firmicutes             Bacilli
#> 713    ASV341 Bacteria      Firmicutes          Clostridia
#> 714    ASV200 Bacteria   Bacteroidetes         Bacteroidia
#> 715    ASV645 Bacteria      Firmicutes          Clostridia
#> 716    ASV803 Bacteria      Firmicutes          Clostridia
#> 717    ASV517 Bacteria  Proteobacteria Gammaproteobacteria
#> 718    ASV154 Bacteria      Firmicutes          Clostridia
#> 719    ASV232 Bacteria      Firmicutes          Clostridia
#> 720   ASV1234 Bacteria      Firmicutes          Clostridia
#> 721   ASV1017 Bacteria      Firmicutes          Clostridia
#> 722    ASV229 Bacteria      Firmicutes          Clostridia
#> 723   ASV1714 Bacteria      Firmicutes          Clostridia
#> 724   ASV1358 Bacteria      Firmicutes          Clostridia
#> 725   ASV1809 Bacteria      Firmicutes          Clostridia
#> 726    ASV161 Bacteria      Firmicutes          Clostridia
#> 727   ASV1823 Bacteria   Lentisphaerae       Lentisphaeria
#> 728    ASV553 Bacteria      Firmicutes          Clostridia
#> 729   ASV1097 Bacteria      Firmicutes          Clostridia
#> 730    ASV631 Bacteria      Firmicutes          Clostridia
#> 731      ASV2 Bacteria      Firmicutes          Clostridia
#> 732    ASV133 Bacteria      Firmicutes          Clostridia
#> 733    ASV567 Bacteria      Firmicutes          Clostridia
#> 734    ASV593 Bacteria      Firmicutes          Clostridia
#> 735    ASV119 Bacteria      Firmicutes          Clostridia
#> 736    ASV125 Bacteria      Firmicutes          Clostridia
#> 737   ASV1129 Bacteria      Firmicutes          Clostridia
#> 738    ASV275 Bacteria      Firmicutes          Clostridia
#> 739   ASV1596 Bacteria      Firmicutes          Clostridia
#> 740    ASV197 Bacteria      Firmicutes          Clostridia
#> 741    ASV221 Bacteria      Firmicutes          Clostridia
#> 742    ASV361 Bacteria      Firmicutes          Clostridia
#> 743   ASV1761 Bacteria      Firmicutes          Clostridia
#> 744    ASV701 Bacteria      Firmicutes          Clostridia
#> 745    ASV707 Bacteria  Actinobacteria      Coriobacteriia
#> 746   ASV1701 Bacteria      Firmicutes          Clostridia
#> 747    ASV843 Bacteria      Firmicutes          Clostridia
#> 748   ASV1820 Bacteria      Firmicutes          Clostridia
#> 749     ASV44 Bacteria      Firmicutes          Clostridia
#> 750    ASV126 Bacteria      Firmicutes          Clostridia
#> 751     ASV23 Bacteria   Bacteroidetes         Bacteroidia
#> 752    ASV130 Bacteria      Firmicutes       Negativicutes
#> 753     ASV13 Bacteria      Firmicutes          Clostridia
#> 754    ASV880 Bacteria      Firmicutes          Clostridia
#> 755   ASV3076 Bacteria      Firmicutes          Clostridia
#> 756     ASV48 Bacteria      Firmicutes          Clostridia
#> 757    ASV859 Bacteria      Firmicutes             Bacilli
#> 758   ASV1109 Bacteria      Firmicutes          Clostridia
#> 759     ASV53 Bacteria      Firmicutes          Clostridia
#> 760   ASV2298 Bacteria      Firmicutes          Clostridia
#> 761   ASV1372 Bacteria      Firmicutes          Clostridia
#> 762    ASV578 Bacteria      Firmicutes          Clostridia
#> 763    ASV328 Bacteria      Firmicutes          Clostridia
#> 764    ASV118 Bacteria      Firmicutes          Clostridia
#> 765   ASV1850 Bacteria      Firmicutes          Clostridia
#> 766   ASV2752 Bacteria      Firmicutes          Clostridia
#> 767   ASV1209 Bacteria      Firmicutes          Clostridia
#> 768    ASV237 Bacteria      Firmicutes          Clostridia
#> 769   ASV1056 Bacteria      Firmicutes          Clostridia
#> 770   ASV3002 Bacteria      Firmicutes          Clostridia
#> 771    ASV543 Bacteria      Firmicutes          Clostridia
#> 772   ASV1949 Bacteria      Firmicutes          Clostridia
#> 773    ASV211 Bacteria      Firmicutes          Clostridia
#> 774    ASV986 Bacteria      Firmicutes          Clostridia
#> 775   ASV1484 Bacteria      Firmicutes          Clostridia
#> 776    ASV366 Bacteria      Firmicutes          Clostridia
#> 777    ASV422 Bacteria      Firmicutes          Clostridia
#> 778    ASV272 Bacteria      Firmicutes          Clostridia
#> 779   ASV1125 Bacteria      Firmicutes          Clostridia
#> 780   ASV1855 Bacteria      Firmicutes          Clostridia
#> 781   ASV2985 Bacteria      Firmicutes          Clostridia
#> 782   ASV1398 Bacteria      Firmicutes          Clostridia
#> 783    ASV149 Bacteria   Bacteroidetes         Bacteroidia
#> 784    ASV399 Bacteria      Firmicutes          Clostridia
#> 785    ASV794 Bacteria      Firmicutes          Clostridia
#> 786     ASV55 Bacteria      Firmicutes    Erysipelotrichia
#> 787    ASV527 Bacteria      Firmicutes          Clostridia
#> 788     ASV33 Bacteria      Firmicutes          Clostridia
#> 789     ASV63 Bacteria      Firmicutes          Clostridia
#> 790   ASV2277 Bacteria      Firmicutes          Clostridia
#> 791    ASV355 Bacteria      Firmicutes          Clostridia
#> 792    ASV642 Bacteria      Firmicutes          Clostridia
#> 793    ASV502 Bacteria  Proteobacteria Gammaproteobacteria
#> 794    ASV239 Bacteria     Tenericutes          Mollicutes
#> 795    ASV542 Bacteria      Firmicutes          Clostridia
#> 796    ASV911 Bacteria      Firmicutes          Clostridia
#> 797     ASV66 Bacteria      Firmicutes          Clostridia
#> 798   ASV1889 Bacteria      Firmicutes          Clostridia
#> 799    ASV472 Bacteria      Firmicutes          Clostridia
#> 800    ASV156 Bacteria   Bacteroidetes         Bacteroidia
#> 801    ASV702 Bacteria  Actinobacteria      Actinobacteria
#> 802   ASV1452 Bacteria      Firmicutes          Clostridia
#> 803     ASV77 Bacteria      Firmicutes          Clostridia
#> 804    ASV404 Bacteria      Firmicutes          Clostridia
#> 805    ASV797 Bacteria      Firmicutes          Clostridia
#> 806    ASV403 Bacteria      Firmicutes          Clostridia
#> 807    ASV468 Bacteria      Firmicutes          Clostridia
#> 808    ASV660 Bacteria      Firmicutes             Bacilli
#> 809   ASV2079 Bacteria      Firmicutes          Clostridia
#> 810   ASV1246 Bacteria   Bacteroidetes         Bacteroidia
#> 811    ASV363 Bacteria      Firmicutes          Clostridia
#> 812    ASV257 Bacteria      Firmicutes    Erysipelotrichia
#> 813   ASV1630 Bacteria      Firmicutes          Clostridia
#> 814   ASV2878 Bacteria      Firmicutes          Clostridia
#> 815    ASV151 Bacteria   Bacteroidetes         Bacteroidia
#> 816     ASV92 Bacteria   Bacteroidetes         Bacteroidia
#> 817    ASV762 Bacteria      Firmicutes          Clostridia
#> 818   ASV1614 Bacteria      Firmicutes          Clostridia
#> 819    ASV832 Bacteria      Firmicutes          Clostridia
#> 820     ASV68 Bacteria   Bacteroidetes         Bacteroidia
#> 821   ASV2809 Bacteria      Firmicutes          Clostridia
#> 822   ASV1905 Bacteria      Firmicutes          Clostridia
#> 823   ASV1642 Bacteria      Firmicutes          Clostridia
#> 824    ASV227 Bacteria      Firmicutes          Clostridia
#> 825    ASV590 Bacteria      Firmicutes          Clostridia
#> 826    ASV178 Bacteria  Proteobacteria Deltaproteobacteria
#> 827    ASV544 Bacteria      Firmicutes       Negativicutes
#> 828    ASV933 Bacteria      Firmicutes          Clostridia
#> 829   ASV1086 Bacteria      Firmicutes          Clostridia
#> 830    ASV445 Bacteria      Firmicutes          Clostridia
#> 831    ASV638 Bacteria      Firmicutes          Clostridia
#> 832   ASV1516 Bacteria      Firmicutes          Clostridia
#> 833   ASV1487 Bacteria      Firmicutes          Clostridia
#> 834     ASV82 Bacteria   Bacteroidetes         Bacteroidia
#> 835    ASV410 Bacteria      Firmicutes          Clostridia
#> 836   ASV2332 Bacteria      Firmicutes          Clostridia
#> 837    ASV771 Bacteria      Firmicutes          Clostridia
#> 838   ASV1682 Bacteria      Firmicutes          Clostridia
#> 839   ASV2322 Bacteria      Firmicutes                <NA>
#> 840    ASV349 Bacteria      Firmicutes          Clostridia
#> 841    ASV262 Bacteria   Bacteroidetes         Bacteroidia
#> 842    ASV559 Bacteria      Firmicutes          Clostridia
#> 843   ASV1096 Bacteria      Firmicutes          Clostridia
#> 844    ASV898 Bacteria      Firmicutes          Clostridia
#> 845    ASV144 Bacteria      Firmicutes          Clostridia
#> 846     ASV35 Bacteria      Firmicutes    Erysipelotrichia
#> 847   ASV1077 Bacteria      Firmicutes          Clostridia
#> 848    ASV139 Bacteria      Firmicutes          Clostridia
#> 849    ASV143 Bacteria      Firmicutes          Clostridia
#> 850   ASV1148 Bacteria      Firmicutes          Clostridia
#> 851   ASV1613 Bacteria      Firmicutes          Clostridia
#> 852   ASV2462 Bacteria      Firmicutes          Clostridia
#> 853    ASV301 Bacteria      Firmicutes          Clostridia
#> 854    ASV671 Bacteria      Firmicutes          Clostridia
#> 855   ASV1218 Bacteria      Firmicutes          Clostridia
#> 856     ASV43 Bacteria      Firmicutes          Clostridia
#> 857    ASV444 Bacteria   Bacteroidetes         Bacteroidia
#> 858   ASV1163 Bacteria      Firmicutes          Clostridia
#> 859    ASV105 Bacteria      Firmicutes          Clostridia
#> 860    ASV384 Bacteria      Firmicutes          Clostridia
#> 861    ASV485 Bacteria      Firmicutes          Clostridia
#> 862   ASV2486 Bacteria      Firmicutes          Clostridia
#> 863    ASV739 Bacteria      Firmicutes          Clostridia
#> 864    ASV369 Bacteria      Firmicutes          Clostridia
#> 865    ASV164 Bacteria   Bacteroidetes         Bacteroidia
#> 866      ASV3 Bacteria      Firmicutes          Clostridia
#> 867   ASV1079 Bacteria      Firmicutes          Clostridia
#> 868    ASV810 Bacteria   Bacteroidetes         Bacteroidia
#> 869    ASV145 Bacteria      Firmicutes          Clostridia
#> 870    ASV288 Bacteria  Actinobacteria      Coriobacteriia
#> 871    ASV594 Bacteria      Firmicutes    Erysipelotrichia
#> 872   ASV2503 Bacteria      Firmicutes          Clostridia
#> 873    ASV258 Bacteria  Proteobacteria Deltaproteobacteria
#> 874   ASV1974 Bacteria      Firmicutes          Clostridia
#> 875   ASV3490 Bacteria      Firmicutes          Clostridia
#> 876    ASV311 Bacteria      Firmicutes          Clostridia
#> 877     ASV29 Bacteria      Firmicutes          Clostridia
#> 878    ASV274 Bacteria      Firmicutes          Clostridia
#> 879   ASV1589 Bacteria      Firmicutes          Clostridia
#> 880    ASV783 Bacteria      Firmicutes    Erysipelotrichia
#> 881    ASV711 Bacteria  Actinobacteria      Coriobacteriia
#> 882    ASV170 Bacteria      Firmicutes          Clostridia
#> 883    ASV591 Bacteria      Firmicutes    Erysipelotrichia
#> 884    ASV497 Bacteria      Firmicutes          Clostridia
#> 885    ASV442 Bacteria      Firmicutes             Bacilli
#> 886   ASV1707 Bacteria      Firmicutes          Clostridia
#> 887   ASV1915 Bacteria      Firmicutes          Clostridia
#> 888   ASV1812 Bacteria      Firmicutes          Clostridia
#> 889    ASV182 Bacteria      Firmicutes          Clostridia
#> 890   ASV1115 Bacteria      Firmicutes          Clostridia
#> 891   ASV1878 Bacteria      Firmicutes          Clostridia
#> 892    ASV297 Bacteria      Firmicutes          Clostridia
#> 893     ASV38 Bacteria      Firmicutes          Clostridia
#> 894    ASV652 Bacteria      Firmicutes          Clostridia
#> 895     ASV59 Bacteria      Firmicutes          Clostridia
#> 896    ASV103 Bacteria      Firmicutes          Clostridia
#> 897    ASV582 Bacteria   Bacteroidetes         Bacteroidia
#> 898    ASV724 Bacteria      Firmicutes             Bacilli
#> 899     ASV28 Bacteria   Bacteroidetes         Bacteroidia
#> 900   ASV2286 Bacteria      Firmicutes          Clostridia
#> 901    ASV253 Bacteria      Firmicutes          Clostridia
#> 902    ASV443 Bacteria      Firmicutes          Clostridia
#>                     Order                        Family
#> 1           Clostridiales               Lachnospiraceae
#> 2           Clostridiales               Ruminococcaceae
#> 3           Clostridiales               Ruminococcaceae
#> 4           Clostridiales               Lachnospiraceae
#> 5           Clostridiales               Ruminococcaceae
#> 6           Clostridiales               Ruminococcaceae
#> 7           Clostridiales               Lachnospiraceae
#> 8           Clostridiales               Ruminococcaceae
#> 9           Bacteroidales                 Rikenellaceae
#> 10          Clostridiales               Ruminococcaceae
#> 11          Clostridiales               Ruminococcaceae
#> 12          Clostridiales                          <NA>
#> 13          Clostridiales               Ruminococcaceae
#> 14          Clostridiales               Ruminococcaceae
#> 15          Clostridiales               Ruminococcaceae
#> 16          Clostridiales               Lachnospiraceae
#> 17          Clostridiales               Ruminococcaceae
#> 18          Clostridiales                 Family XI_2II
#> 19          Clostridiales               Ruminococcaceae
#> 20          Clostridiales           Christensenellaceae
#> 21          Clostridiales               Lachnospiraceae
#> 22          Clostridiales               Ruminococcaceae
#> 23                   <NA>                          <NA>
#> 24          Clostridiales               Ruminococcaceae
#> 25          Clostridiales                          <NA>
#> 26          Clostridiales               Lachnospiraceae
#> 27          Clostridiales               Lachnospiraceae
#> 28          Clostridiales               Ruminococcaceae
#> 29          Clostridiales Clostridiales vadinBB60 group
#> 30          Clostridiales               Ruminococcaceae
#> 31        Actinomycetales              Actinomycetaceae
#> 32     Erysipelotrichales           Erysipelotrichaceae
#> 33          Clostridiales               Lachnospiraceae
#> 34          Clostridiales              Clostridiaceae 1
#> 35                   <NA>                          <NA>
#> 36        Pseudomonadales              Pseudomonadaceae
#> 37                   <NA>                          <NA>
#> 38      Bifidobacteriales            Bifidobacteriaceae
#> 39          Clostridiales                 Family XI_2II
#> 40          Clostridiales               Ruminococcaceae
#> 41     Erysipelotrichales           Erysipelotrichaceae
#> 42          Clostridiales               Ruminococcaceae
#> 43             Bacillales                     Family XI
#> 44  Betaproteobacteriales              Burkholderiaceae
#> 45      Bifidobacteriales            Bifidobacteriaceae
#> 46          Bacteroidales               Barnesiellaceae
#> 47          Clostridiales               Lachnospiraceae
#> 48     Desulfovibrionales           Desulfovibrionaceae
#> 49       Coriobacteriales               Eggerthellaceae
#> 50          Clostridiales                          <NA>
#> 51          Clostridiales                Peptococcaceae
#> 52          Bacteroidales                Bacteroidaceae
#> 53          Clostridiales                          <NA>
#> 54          Clostridiales                          <NA>
#> 55          Clostridiales               Ruminococcaceae
#> 56          Bacteroidales                 Rikenellaceae
#> 57          Clostridiales               Ruminococcaceae
#> 58          Synergistales                Synergistaceae
#> 59          Bacteroidales                Tannerellaceae
#> 60          Clostridiales               Ruminococcaceae
#> 61          Clostridiales               Lachnospiraceae
#> 62          Clostridiales                 Family XI_2II
#> 63          Clostridiales                          <NA>
#> 64          Clostridiales               Lachnospiraceae
#> 65     Erysipelotrichales           Erysipelotrichaceae
#> 66          Bacteroidales                Marinifilaceae
#> 67          Clostridiales               Lachnospiraceae
#> 68                   <NA>                          <NA>
#> 69          Clostridiales               Ruminococcaceae
#> 70          Clostridiales               Ruminococcaceae
#> 71          Clostridiales               Lachnospiraceae
#> 72          Clostridiales               Ruminococcaceae
#> 73          Clostridiales               Ruminococcaceae
#> 74     Erysipelotrichales           Erysipelotrichaceae
#> 75                   <NA>                          <NA>
#> 76          Clostridiales               Ruminococcaceae
#> 77          Clostridiales               Lachnospiraceae
#> 78          Clostridiales                          <NA>
#> 79          Clostridiales               Ruminococcaceae
#> 80        Actinomycetales              Actinomycetaceae
#> 81          Clostridiales               Lachnospiraceae
#> 82          Clostridiales               Lachnospiraceae
#> 83     Erysipelotrichales           Erysipelotrichaceae
#> 84          Clostridiales               Ruminococcaceae
#> 85          Clostridiales               Lachnospiraceae
#> 86          Bacteroidales                Bacteroidaceae
#> 87          Clostridiales                          <NA>
#> 88        Lactobacillales              Lactobacillaceae
#> 89          Clostridiales               Lachnospiraceae
#> 90          Clostridiales               Lachnospiraceae
#> 91        Lactobacillales                          <NA>
#> 92          Clostridiales               Ruminococcaceae
#> 93          Bacteroidales                Bacteroidaceae
#> 94          Clostridiales               Ruminococcaceae
#> 95     Methanobacteriales           Methanobacteriaceae
#> 96          Clostridiales             Defluviitaleaceae
#> 97          Clostridiales               Lachnospiraceae
#> 98          Clostridiales               Lachnospiraceae
#> 99          Clostridiales               Lachnospiraceae
#> 100         Clostridiales               Lachnospiraceae
#> 101         Clostridiales                 Family XI_2II
#> 102         Clostridiales                          <NA>
#> 103         Bacteroidales               Barnesiellaceae
#> 104         Clostridiales               Ruminococcaceae
#> 105       Lactobacillales              Lactobacillaceae
#> 106         Clostridiales               Ruminococcaceae
#> 107         Clostridiales               Ruminococcaceae
#> 108         Clostridiales               Ruminococcaceae
#> 109         Bacteroidales                Bacteroidaceae
#> 110         Clostridiales               Ruminococcaceae
#> 111         Clostridiales           Christensenellaceae
#> 112         Clostridiales               Ruminococcaceae
#> 113    Erysipelotrichales           Erysipelotrichaceae
#> 114         Bacteroidales                Prevotellaceae
#> 115    Erysipelotrichales           Erysipelotrichaceae
#> 116         Clostridiales               Lachnospiraceae
#> 117         Clostridiales               Ruminococcaceae
#> 118         Clostridiales               Lachnospiraceae
#> 119         Clostridiales               Lachnospiraceae
#> 120         Bacteroidales                Prevotellaceae
#> 121         Clostridiales                          <NA>
#> 122         Clostridiales                          <NA>
#> 123         Clostridiales               Ruminococcaceae
#> 124         Clostridiales                 Family XI_2II
#> 125 Betaproteobacteriales              Burkholderiaceae
#> 126         Clostridiales               Ruminococcaceae
#> 127         Clostridiales               Lachnospiraceae
#> 128         Clostridiales               Ruminococcaceae
#> 129         Clostridiales Clostridiales vadinBB60 group
#> 130    Verrucomicrobiales               Akkermansiaceae
#> 131         Bacteroidales                Bacteroidaceae
#> 132         Clostridiales              Clostridiaceae 1
#> 133         Clostridiales               Ruminococcaceae
#> 134         Clostridiales               Lachnospiraceae
#> 135         Bacteroidales                Bacteroidaceae
#> 136     Bifidobacteriales            Bifidobacteriaceae
#> 137         Clostridiales               Lachnospiraceae
#> 138         Clostridiales               Ruminococcaceae
#> 139         Clostridiales               Ruminococcaceae
#> 140         Clostridiales               Ruminococcaceae
#> 141       Selenomonadales               Veillonellaceae
#> 142         Clostridiales               Ruminococcaceae
#> 143         Clostridiales               Ruminococcaceae
#> 144         Clostridiales               Ruminococcaceae
#> 145         Clostridiales               Ruminococcaceae
#> 146         Clostridiales               Ruminococcaceae
#> 147    Erysipelotrichales           Erysipelotrichaceae
#> 148         Clostridiales               Lachnospiraceae
#> 149         Clostridiales               Ruminococcaceae
#> 150         Bacteroidales                Tannerellaceae
#> 151         Clostridiales             Defluviitaleaceae
#> 152         Clostridiales               Ruminococcaceae
#> 153         Clostridiales               Lachnospiraceae
#> 154         Clostridiales               Lachnospiraceae
#> 155    Erysipelotrichales           Erysipelotrichaceae
#> 156         Clostridiales               Lachnospiraceae
#> 157         Clostridiales               Ruminococcaceae
#> 158         Bacteroidales                Bacteroidaceae
#> 159         Clostridiales               Ruminococcaceae
#> 160         Clostridiales                 Family XI_2II
#> 161                  <NA>                          <NA>
#> 162         Clostridiales               Ruminococcaceae
#> 163         Clostridiales               Ruminococcaceae
#> 164         Clostridiales               Lachnospiraceae
#> 165         Clostridiales               Ruminococcaceae
#> 166         Clostridiales               Lachnospiraceae
#> 167         Clostridiales               Lachnospiraceae
#> 168         Clostridiales               Ruminococcaceae
#> 169         Clostridiales               Ruminococcaceae
#> 170       Selenomonadales               Veillonellaceae
#> 171       Selenomonadales               Veillonellaceae
#> 172         Clostridiales               Lachnospiraceae
#> 173         Clostridiales               Ruminococcaceae
#> 174         Clostridiales               Lachnospiraceae
#> 175         Clostridiales               Ruminococcaceae
#> 176         Clostridiales               Ruminococcaceae
#> 177         Clostridiales               Ruminococcaceae
#> 178         Bacteroidales                Bacteroidaceae
#> 179         Bacteroidales                Bacteroidaceae
#> 180         Clostridiales               Lachnospiraceae
#> 181                  <NA>                          <NA>
#> 182         Clostridiales               Ruminococcaceae
#> 183      Coriobacteriales               Eggerthellaceae
#> 184         Clostridiales               Lachnospiraceae
#> 185         Clostridiales               Lachnospiraceae
#> 186       Lactobacillales              Streptococcaceae
#> 187         Clostridiales                          <NA>
#> 188         Clostridiales               Ruminococcaceae
#> 189     Bifidobacteriales            Bifidobacteriaceae
#> 190         Clostridiales               Ruminococcaceae
#> 191         Clostridiales                          <NA>
#> 192         Clostridiales               Ruminococcaceae
#> 193         Clostridiales               Ruminococcaceae
#> 194         Clostridiales               Lachnospiraceae
#> 195         Clostridiales                          <NA>
#> 196    Erysipelotrichales           Erysipelotrichaceae
#> 197         Clostridiales               Lachnospiraceae
#> 198         Clostridiales               Ruminococcaceae
#> 199         Bacteroidales                Tannerellaceae
#> 200         Clostridiales               Lachnospiraceae
#> 201      Coriobacteriales               Eggerthellaceae
#> 202         Clostridiales               Lachnospiraceae
#> 203         Clostridiales               Ruminococcaceae
#> 204         Clostridiales               Ruminococcaceae
#> 205       Lactobacillales              Streptococcaceae
#> 206         Clostridiales                          <NA>
#> 207    Erysipelotrichales           Erysipelotrichaceae
#> 208         Clostridiales               Ruminococcaceae
#> 209         Bacteroidales                Prevotellaceae
#> 210         Clostridiales               Ruminococcaceae
#> 211         Bacteroidales                Prevotellaceae
#> 212         Clostridiales               Lachnospiraceae
#> 213         Clostridiales               Lachnospiraceae
#> 214         Bacteroidales               Barnesiellaceae
#> 215         Clostridiales               Ruminococcaceae
#> 216       Selenomonadales               Veillonellaceae
#> 217         Clostridiales               Ruminococcaceae
#> 218         Clostridiales               Ruminococcaceae
#> 219         Clostridiales               Lachnospiraceae
#> 220         Clostridiales               Ruminococcaceae
#> 221         Clostridiales               Ruminococcaceae
#> 222         Clostridiales               Ruminococcaceae
#> 223         Clostridiales               Lachnospiraceae
#> 224         Clostridiales               Ruminococcaceae
#> 225         Clostridiales                          <NA>
#> 226         Clostridiales                          <NA>
#> 227    Erysipelotrichales           Erysipelotrichaceae
#> 228    Erysipelotrichales           Erysipelotrichaceae
#> 229         Clostridiales                   Family XI_2
#> 230         Clostridiales               Ruminococcaceae
#> 231         Clostridiales               Lachnospiraceae
#> 232         Bacteroidales                 Rikenellaceae
#> 233    Erysipelotrichales           Erysipelotrichaceae
#> 234         Clostridiales               Ruminococcaceae
#> 235         Bacteroidales                Marinifilaceae
#> 236         Clostridiales               Lachnospiraceae
#> 237         Clostridiales               Ruminococcaceae
#> 238         Clostridiales               Lachnospiraceae
#> 239         Bacteroidales                Marinifilaceae
#> 240         Clostridiales           Christensenellaceae
#> 241         Bacteroidales                Marinifilaceae
#> 242         Clostridiales               Lachnospiraceae
#> 243   Gastranaerophilales                          <NA>
#> 244         Clostridiales                 Family XI_2II
#> 245    Desulfovibrionales           Desulfovibrionaceae
#> 246         Clostridiales               Ruminococcaceae
#> 247         Clostridiales         Peptostreptococcaceae
#> 248         Clostridiales               Ruminococcaceae
#> 249         Clostridiales               Ruminococcaceae
#> 250         Victivallales                Victivallaceae
#> 251         Clostridiales               Ruminococcaceae
#> 252         Clostridiales               Lachnospiraceae
#> 253         Clostridiales               Lachnospiraceae
#> 254         Clostridiales               Ruminococcaceae
#> 255         Clostridiales               Ruminococcaceae
#> 256         Clostridiales               Lachnospiraceae
#> 257         Clostridiales               Lachnospiraceae
#> 258         Clostridiales               Ruminococcaceae
#> 259         Clostridiales               Ruminococcaceae
#> 260         Clostridiales               Ruminococcaceae
#> 261         Clostridiales               Lachnospiraceae
#> 262    Desulfovibrionales           Desulfovibrionaceae
#> 263         Clostridiales               Lachnospiraceae
#> 264         Bacteroidales                Marinifilaceae
#> 265         Bacteroidales                Muribaculaceae
#> 266      Coriobacteriales             Coriobacteriaceae
#> 267         Clostridiales               Ruminococcaceae
#> 268         Clostridiales               Ruminococcaceae
#> 269         Clostridiales                          <NA>
#> 270         Clostridiales               Lachnospiraceae
#> 271         Clostridiales               Ruminococcaceae
#> 272         Clostridiales               Ruminococcaceae
#> 273         Clostridiales               Ruminococcaceae
#> 274         Clostridiales               Lachnospiraceae
#> 275         Clostridiales               Lachnospiraceae
#> 276         Clostridiales                          <NA>
#> 277         Clostridiales               Ruminococcaceae
#> 278    Desulfovibrionales           Desulfovibrionaceae
#> 279         Clostridiales           Christensenellaceae
#> 280         Clostridiales                 Family XI_2II
#> 281         Clostridiales               Lachnospiraceae
#> 282         Clostridiales               Ruminococcaceae
#> 283         Clostridiales               Ruminococcaceae
#> 284         Bacteroidales                Tannerellaceae
#> 285         Clostridiales               Lachnospiraceae
#> 286         Clostridiales               Ruminococcaceae
#> 287         Clostridiales               Ruminococcaceae
#> 288         Clostridiales               Ruminococcaceae
#> 289         Clostridiales               Lachnospiraceae
#> 290         Clostridiales               Ruminococcaceae
#> 291         Clostridiales               Ruminococcaceae
#> 292         Clostridiales               Lachnospiraceae
#> 293     Enterobacteriales            Enterobacteriaceae
#> 294         Bacteroidales                Bacteroidaceae
#> 295         Clostridiales             Defluviitaleaceae
#> 296         Clostridiales               Ruminococcaceae
#> 297         Clostridiales               Lachnospiraceae
#> 298         Clostridiales                          <NA>
#> 299         Clostridiales               Lachnospiraceae
#> 300         Clostridiales               Lachnospiraceae
#> 301         Clostridiales               Lachnospiraceae
#> 302         Clostridiales               Ruminococcaceae
#> 303         Bacteroidales                Bacteroidaceae
#> 304         Clostridiales               Lachnospiraceae
#> 305         Clostridiales               Lachnospiraceae
#> 306         Bacteroidales                Bacteroidaceae
#> 307         Clostridiales               Ruminococcaceae
#> 308         Clostridiales               Ruminococcaceae
#> 309         Clostridiales               Ruminococcaceae
#> 310         Clostridiales Clostridiales vadinBB60 group
#> 311         Clostridiales               Lachnospiraceae
#> 312         Clostridiales               Lachnospiraceae
#> 313         Clostridiales               Ruminococcaceae
#> 314         Clostridiales               Lachnospiraceae
#> 315         Clostridiales               Ruminococcaceae
#> 316         Clostridiales               Ruminococcaceae
#> 317         Clostridiales                          <NA>
#> 318 Betaproteobacteriales              Burkholderiaceae
#> 319         Clostridiales               Lachnospiraceae
#> 320        Pasteurellales               Pasteurellaceae
#> 321         Clostridiales               Lachnospiraceae
#> 322         Clostridiales           Christensenellaceae
#> 323         Bacteroidales                 Rikenellaceae
#> 324         Clostridiales               Lachnospiraceae
#> 325         Clostridiales               Ruminococcaceae
#> 326         Clostridiales               Lachnospiraceae
#> 327         Clostridiales               Lachnospiraceae
#> 328         Clostridiales                Peptococcaceae
#> 329         Bacteroidales                Prevotellaceae
#> 330         Clostridiales               Lachnospiraceae
#> 331         Clostridiales               Ruminococcaceae
#> 332         Clostridiales               Lachnospiraceae
#> 333       Lactobacillales              Streptococcaceae
#> 334         Clostridiales               Ruminococcaceae
#> 335         Clostridiales               Lachnospiraceae
#> 336         Clostridiales               Ruminococcaceae
#> 337         Clostridiales               Ruminococcaceae
#> 338     Corynebacteriales            Corynebacteriaceae
#> 339         Clostridiales               Lachnospiraceae
#> 340       Selenomonadales               Veillonellaceae
#> 341         Clostridiales               Ruminococcaceae
#> 342         Clostridiales               Lachnospiraceae
#> 343      Coriobacteriales               Eggerthellaceae
#> 344         Clostridiales         Peptostreptococcaceae
#> 345         Clostridiales               Ruminococcaceae
#> 346         Bacteroidales                 Rikenellaceae
#> 347         Clostridiales               Ruminococcaceae
#> 348       Actinomycetales              Actinomycetaceae
#> 349         Clostridiales               Ruminococcaceae
#> 350         Clostridiales               Ruminococcaceae
#> 351         Clostridiales               Ruminococcaceae
#> 352         Bacteroidales                Bacteroidaceae
#> 353    Erysipelotrichales           Erysipelotrichaceae
#> 354         Clostridiales               Ruminococcaceae
#> 355         Clostridiales               Lachnospiraceae
#> 356         Clostridiales               Lachnospiraceae
#> 357         Clostridiales           Christensenellaceae
#> 358    Erysipelotrichales           Erysipelotrichaceae
#> 359         Clostridiales                 Family XI_2II
#> 360         Bacteroidales                 Rikenellaceae
#> 361         Bacteroidales                Prevotellaceae
#> 362         Bacteroidales                 Rikenellaceae
#> 363         Clostridiales               Lachnospiraceae
#> 364         Clostridiales               Lachnospiraceae
#> 365         Clostridiales               Ruminococcaceae
#> 366         Clostridiales               Lachnospiraceae
#> 367         Clostridiales                          <NA>
#> 368         Clostridiales               Ruminococcaceae
#> 369         Clostridiales                          <NA>
#> 370         Clostridiales              Clostridiaceae 1
#> 371         Clostridiales                 Family XI_2II
#> 372         Clostridiales               Ruminococcaceae
#> 373         Clostridiales               Lachnospiraceae
#> 374         Clostridiales               Lachnospiraceae
#> 375         Clostridiales               Lachnospiraceae
#> 376         Clostridiales               Ruminococcaceae
#> 377         Clostridiales               Lachnospiraceae
#> 378         Clostridiales               Ruminococcaceae
#> 379         Clostridiales                          <NA>
#> 380         Clostridiales               Ruminococcaceae
#> 381         Clostridiales               Ruminococcaceae
#> 382         Clostridiales               Lachnospiraceae
#> 383         Clostridiales               Ruminococcaceae
#> 384         Clostridiales                          <NA>
#> 385         Clostridiales               Ruminococcaceae
#> 386         Clostridiales               Lachnospiraceae
#> 387         Clostridiales               Ruminococcaceae
#> 388         Clostridiales               Ruminococcaceae
#> 389         Clostridiales                 Family XI_2II
#> 390         Clostridiales               Lachnospiraceae
#> 391         Clostridiales               Ruminococcaceae
#> 392         Clostridiales               Ruminococcaceae
#> 393         Clostridiales               Ruminococcaceae
#> 394         Clostridiales                          <NA>
#> 395         Clostridiales               Lachnospiraceae
#> 396         Clostridiales           Christensenellaceae
#> 397         Clostridiales               Ruminococcaceae
#> 398         Clostridiales               Ruminococcaceae
#> 399         Clostridiales                          <NA>
#> 400         Bacteroidales                Tannerellaceae
#> 401         Clostridiales               Lachnospiraceae
#> 402         Clostridiales               Ruminococcaceae
#> 403         Clostridiales               Lachnospiraceae
#> 404         Clostridiales               Lachnospiraceae
#> 405         Clostridiales               Lachnospiraceae
#> 406         Clostridiales               Ruminococcaceae
#> 407         Clostridiales               Ruminococcaceae
#> 408      Coriobacteriales               Eggerthellaceae
#> 409         Clostridiales               Lachnospiraceae
#> 410         Clostridiales                          <NA>
#> 411         Clostridiales               Ruminococcaceae
#> 412    Erysipelotrichales           Erysipelotrichaceae
#> 413         Clostridiales               Ruminococcaceae
#> 414         Bacteroidales                Marinifilaceae
#> 415         Clostridiales               Lachnospiraceae
#> 416         Clostridiales               Ruminococcaceae
#> 417         Clostridiales               Ruminococcaceae
#> 418         Clostridiales               Lachnospiraceae
#> 419         Clostridiales               Lachnospiraceae
#> 420         Clostridiales               Lachnospiraceae
#> 421         Clostridiales               Lachnospiraceae
#> 422            Bacillales             Staphylococcaceae
#> 423         Clostridiales               Ruminococcaceae
#> 424         Clostridiales               Ruminococcaceae
#> 425         Clostridiales               Lachnospiraceae
#> 426         Clostridiales               Ruminococcaceae
#> 427         Clostridiales               Lachnospiraceae
#> 428         Clostridiales               Ruminococcaceae
#> 429         Clostridiales               Ruminococcaceae
#> 430         Clostridiales               Ruminococcaceae
#> 431         Clostridiales               Lachnospiraceae
#> 432         Clostridiales                          <NA>
#> 433         Clostridiales               Lachnospiraceae
#> 434         Bacteroidales                Bacteroidaceae
#> 435         Victivallales                Victivallaceae
#> 436         Clostridiales               Ruminococcaceae
#> 437       Lactobacillales              Streptococcaceae
#> 438         Bacteroidales                Bacteroidaceae
#> 439         Clostridiales                 Family XI_2II
#> 440         Clostridiales               Lachnospiraceae
#> 441         Clostridiales               Lachnospiraceae
#> 442         Clostridiales                          <NA>
#> 443         Bacteroidales                Tannerellaceae
#> 444         Clostridiales               Lachnospiraceae
#> 445         Clostridiales               Ruminococcaceae
#> 446         Bacteroidales                 Rikenellaceae
#> 447         Clostridiales               Lachnospiraceae
#> 448         Clostridiales              Clostridiaceae 1
#> 449         Clostridiales                          <NA>
#> 450         Clostridiales               Lachnospiraceae
#> 451         Clostridiales               Lachnospiraceae
#> 452         Clostridiales               Lachnospiraceae
#> 453         Clostridiales               Lachnospiraceae
#> 454         Bacteroidales                          <NA>
#> 455         Clostridiales               Ruminococcaceae
#> 456         Bacteroidales                 Rikenellaceae
#> 457         Clostridiales                          <NA>
#> 458         Clostridiales               Ruminococcaceae
#> 459         Clostridiales               Lachnospiraceae
#> 460         Clostridiales                          <NA>
#> 461         Clostridiales               Ruminococcaceae
#> 462    Methanobacteriales           Methanobacteriaceae
#> 463         Clostridiales           Christensenellaceae
#> 464         Clostridiales               Lachnospiraceae
#> 465         Clostridiales               Ruminococcaceae
#> 466         Clostridiales               Lachnospiraceae
#> 467         Clostridiales               Lachnospiraceae
#> 468         Clostridiales                          <NA>
#> 469         Clostridiales               Ruminococcaceae
#> 470                  <NA>                          <NA>
#> 471                DTU014                          <NA>
#> 472         Clostridiales               Ruminococcaceae
#> 473         Clostridiales               Ruminococcaceae
#> 474       Lactobacillales              Streptococcaceae
#> 475         Clostridiales               Lachnospiraceae
#> 476         Clostridiales               Ruminococcaceae
#> 477         Bacteroidales                Tannerellaceae
#> 478         Clostridiales               Lachnospiraceae
#> 479         Clostridiales               Ruminococcaceae
#> 480         Clostridiales               Ruminococcaceae
#> 481         Clostridiales               Ruminococcaceae
#> 482         Clostridiales               Ruminococcaceae
#> 483         Clostridiales               Ruminococcaceae
#> 484         Clostridiales               Ruminococcaceae
#> 485         Bacteroidales                Bacteroidaceae
#> 486         Clostridiales               Ruminococcaceae
#> 487       Lactobacillales              Lactobacillaceae
#> 488         Clostridiales               Ruminococcaceae
#> 489         Clostridiales               Ruminococcaceae
#> 490         Clostridiales               Ruminococcaceae
#> 491         Clostridiales               Lachnospiraceae
#> 492         Clostridiales               Ruminococcaceae
#> 493         Clostridiales               Ruminococcaceae
#> 494                  <NA>                          <NA>
#> 495         Clostridiales               Lachnospiraceae
#> 496         Clostridiales               Lachnospiraceae
#> 497         Bacteroidales                Marinifilaceae
#> 498         Clostridiales               Ruminococcaceae
#> 499         Clostridiales               Ruminococcaceae
#> 500         Clostridiales               Lachnospiraceae
#> 501         Bacteroidales                Prevotellaceae
#> 502         Clostridiales               Lachnospiraceae
#> 503         Clostridiales               Lachnospiraceae
#> 504         Clostridiales               Lachnospiraceae
#> 505         Clostridiales                          <NA>
#> 506         Clostridiales                 Family XI_2II
#> 507         Clostridiales               Ruminococcaceae
#> 508         Clostridiales               Lachnospiraceae
#> 509     Bifidobacteriales            Bifidobacteriaceae
#> 510         Clostridiales               Ruminococcaceae
#> 511         Clostridiales               Lachnospiraceae
#> 512         Clostridiales           Christensenellaceae
#> 513         Clostridiales               Lachnospiraceae
#> 514         Clostridiales               Lachnospiraceae
#> 515         Clostridiales               Ruminococcaceae
#> 516       Actinomycetales              Actinomycetaceae
#> 517         Clostridiales               Ruminococcaceae
#> 518         Clostridiales               Lachnospiraceae
#> 519         Bacteroidales                Prevotellaceae
#> 520         Clostridiales               Ruminococcaceae
#> 521         Clostridiales               Lachnospiraceae
#> 522         Clostridiales               Lachnospiraceae
#> 523         Clostridiales               Ruminococcaceae
#> 524         Clostridiales               Ruminococcaceae
#> 525         Clostridiales               Lachnospiraceae
#> 526         Clostridiales               Ruminococcaceae
#> 527         Clostridiales               Ruminococcaceae
#> 528         Clostridiales               Ruminococcaceae
#> 529         Clostridiales               Ruminococcaceae
#> 530         Clostridiales               Lachnospiraceae
#> 531         Clostridiales               Ruminococcaceae
#> 532         Clostridiales               Ruminococcaceae
#> 533         Clostridiales               Lachnospiraceae
#> 534         Clostridiales         Peptostreptococcaceae
#> 535    Erysipelotrichales           Erysipelotrichaceae
#> 536         Clostridiales               Lachnospiraceae
#> 537         Bacteroidales                Prevotellaceae
#> 538       Lactobacillales               Enterococcaceae
#> 539         Clostridiales               Ruminococcaceae
#> 540       Lactobacillales              Streptococcaceae
#> 541         Bacteroidales                 Rikenellaceae
#> 542         Clostridiales                          <NA>
#> 543         Clostridiales               Ruminococcaceae
#> 544         Bacteroidales                Prevotellaceae
#> 545         Clostridiales               Ruminococcaceae
#> 546         Clostridiales               Lachnospiraceae
#> 547         Clostridiales               Lachnospiraceae
#> 548         Clostridiales               Lachnospiraceae
#> 549         Clostridiales                          <NA>
#> 550         Clostridiales               Ruminococcaceae
#> 551         Clostridiales                          <NA>
#> 552         Clostridiales               Ruminococcaceae
#> 553         Clostridiales               Ruminococcaceae
#> 554 Betaproteobacteriales              Burkholderiaceae
#> 555         Clostridiales               Ruminococcaceae
#> 556         Clostridiales               Lachnospiraceae
#> 557         Clostridiales               Lachnospiraceae
#> 558         Clostridiales               Lachnospiraceae
#> 559                  <NA>                          <NA>
#> 560         Clostridiales                Peptococcaceae
#> 561         Clostridiales               Lachnospiraceae
#> 562         Clostridiales               Ruminococcaceae
#> 563         Clostridiales               Ruminococcaceae
#> 564         Clostridiales               Ruminococcaceae
#> 565         Clostridiales               Ruminococcaceae
#> 566         Clostridiales               Ruminococcaceae
#> 567       Mollicutes RF39                          <NA>
#> 568         Clostridiales               Lachnospiraceae
#> 569         Clostridiales           Christensenellaceae
#> 570         Clostridiales               Ruminococcaceae
#> 571       Selenomonadales            Acidaminococcaceae
#> 572                  <NA>                          <NA>
#> 573         Clostridiales         Peptostreptococcaceae
#> 574         Clostridiales                          <NA>
#> 575         Clostridiales               Ruminococcaceae
#> 576         Clostridiales                          <NA>
#> 577         Clostridiales               Ruminococcaceae
#> 578    Methanobacteriales           Methanobacteriaceae
#> 579         Clostridiales                          <NA>
#> 580         Clostridiales               Ruminococcaceae
#> 581    Methanobacteriales           Methanobacteriaceae
#> 582         Clostridiales               Lachnospiraceae
#> 583         Clostridiales               Ruminococcaceae
#> 584         Clostridiales               Ruminococcaceae
#> 585         Clostridiales               Ruminococcaceae
#> 586         Clostridiales               Lachnospiraceae
#> 587         Clostridiales               Lachnospiraceae
#> 588         Bacteroidales                Prevotellaceae
#> 589         Clostridiales Clostridiales vadinBB60 group
#> 590         Clostridiales               Ruminococcaceae
#> 591         Clostridiales           Christensenellaceae
#> 592         Clostridiales               Lachnospiraceae
#> 593         Clostridiales               Lachnospiraceae
#> 594    Erysipelotrichales           Erysipelotrichaceae
#> 595         Clostridiales               Lachnospiraceae
#> 596         Clostridiales                Peptococcaceae
#> 597         Clostridiales               Ruminococcaceae
#> 598         Micrococcales                Micrococcaceae
#> 599         Clostridiales               Lachnospiraceae
#> 600       Lactobacillales              Lactobacillaceae
#> 601         Clostridiales               Ruminococcaceae
#> 602         Clostridiales               Ruminococcaceae
#> 603         Clostridiales                Eubacteriaceae
#> 604         Clostridiales               Ruminococcaceae
#> 605         Clostridiales               Lachnospiraceae
#> 606         Clostridiales               Ruminococcaceae
#> 607         Clostridiales                          <NA>
#> 608         Bacteroidales                 Rikenellaceae
#> 609    Erysipelotrichales           Erysipelotrichaceae
#> 610         Bacteroidales                Marinifilaceae
#> 611         Clostridiales               Lachnospiraceae
#> 612       Selenomonadales               Veillonellaceae
#> 613         Clostridiales               Lachnospiraceae
#> 614         Clostridiales               Ruminococcaceae
#> 615         Clostridiales               Lachnospiraceae
#> 616         Clostridiales         Peptostreptococcaceae
#> 617         Bacteroidales               Barnesiellaceae
#> 618         Bacteroidales               Barnesiellaceae
#> 619      Coriobacteriales                  Atopobiaceae
#> 620         Bacteroidales                Bacteroidaceae
#> 621         Clostridiales                 Family XI_2II
#> 622         Clostridiales               Ruminococcaceae
#> 623         Bacteroidales                Prevotellaceae
#> 624         Clostridiales               Lachnospiraceae
#> 625         Bacteroidales                 Rikenellaceae
#> 626                  <NA>                          <NA>
#> 627         Clostridiales               Ruminococcaceae
#> 628 Betaproteobacteriales              Burkholderiaceae
#> 629       Lactobacillales              Lactobacillaceae
#> 630         Clostridiales                          <NA>
#> 631         Clostridiales                          <NA>
#> 632         Clostridiales               Ruminococcaceae
#> 633         Clostridiales               Ruminococcaceae
#> 634         Clostridiales               Lachnospiraceae
#> 635         Clostridiales               Lachnospiraceae
#> 636         Clostridiales               Lachnospiraceae
#> 637         Clostridiales               Ruminococcaceae
#> 638         Clostridiales               Ruminococcaceae
#> 639         Clostridiales               Ruminococcaceae
#> 640         Clostridiales               Ruminococcaceae
#> 641         Clostridiales               Ruminococcaceae
#> 642       Actinomycetales              Actinomycetaceae
#> 643         Clostridiales               Lachnospiraceae
#> 644         Clostridiales               Ruminococcaceae
#> 645         Clostridiales               Lachnospiraceae
#> 646         Clostridiales               Lachnospiraceae
#> 647         Clostridiales               Ruminococcaceae
#> 648         Clostridiales               Ruminococcaceae
#> 649         Bacteroidales                 Rikenellaceae
#> 650         Clostridiales               Lachnospiraceae
#> 651         Clostridiales                 Family XI_2II
#> 652         Clostridiales               Ruminococcaceae
#> 653         Clostridiales                          <NA>
#> 654     Enterobacteriales            Enterobacteriaceae
#> 655      Coriobacteriales               Eggerthellaceae
#> 656         Clostridiales               Lachnospiraceae
#> 657         Clostridiales               Lachnospiraceae
#> 658         Clostridiales               Ruminococcaceae
#> 659         Clostridiales               Lachnospiraceae
#> 660         Clostridiales               Lachnospiraceae
#> 661         Clostridiales                 Family XI_2II
#> 662         Clostridiales                          <NA>
#> 663       Mollicutes RF39                          <NA>
#> 664         Clostridiales               Lachnospiraceae
#> 665 Betaproteobacteriales              Burkholderiaceae
#> 666         Clostridiales               Lachnospiraceae
#> 667         Clostridiales               Ruminococcaceae
#> 668         Clostridiales               Ruminococcaceae
#> 669         Clostridiales               Ruminococcaceae
#> 670         Bacteroidales                 Rikenellaceae
#> 671         Clostridiales               Ruminococcaceae
#> 672         Bacteroidales                Bacteroidaceae
#> 673         Clostridiales               Ruminococcaceae
#> 674         Clostridiales               Ruminococcaceae
#> 675         Bacteroidales                 Rikenellaceae
#> 676         Clostridiales               Lachnospiraceae
#> 677       Selenomonadales               Veillonellaceae
#> 678         Clostridiales               Lachnospiraceae
#> 679         Clostridiales               Ruminococcaceae
#> 680         Clostridiales               Ruminococcaceae
#> 681         Clostridiales               Lachnospiraceae
#> 682         Clostridiales               Lachnospiraceae
#> 683      Coriobacteriales             Coriobacteriaceae
#> 684         Clostridiales               Ruminococcaceae
#> 685         Clostridiales               Ruminococcaceae
#> 686       Lactobacillales              Lactobacillaceae
#> 687         Clostridiales               Lachnospiraceae
#> 688         Clostridiales               Ruminococcaceae
#> 689         Clostridiales               Ruminococcaceae
#> 690         Clostridiales         Peptostreptococcaceae
#> 691         Clostridiales               Lachnospiraceae
#> 692      Coriobacteriales                  Atopobiaceae
#> 693         Clostridiales               Ruminococcaceae
#> 694         Clostridiales               Ruminococcaceae
#> 695         Clostridiales               Ruminococcaceae
#> 696         Micrococcales                Micrococcaceae
#> 697         Clostridiales               Ruminococcaceae
#> 698     Anaeroplasmatales            Anaeroplasmataceae
#> 699         Clostridiales         Peptostreptococcaceae
#> 700         Clostridiales               Lachnospiraceae
#> 701         Bacteroidales                Bacteroidaceae
#> 702         Clostridiales               Ruminococcaceae
#> 703         Clostridiales               Lachnospiraceae
#> 704         Clostridiales         Peptostreptococcaceae
#> 705         Clostridiales               Ruminococcaceae
#> 706       Mollicutes RF39                          <NA>
#> 707         Clostridiales               Ruminococcaceae
#> 708       Lactobacillales              Lactobacillaceae
#> 709         Clostridiales               Lachnospiraceae
#> 710    Erysipelotrichales           Erysipelotrichaceae
#> 711         Clostridiales               Lachnospiraceae
#> 712       Lactobacillales              Leuconostocaceae
#> 713         Clostridiales               Lachnospiraceae
#> 714                  <NA>                          <NA>
#> 715         Clostridiales               Ruminococcaceae
#> 716         Clostridiales                          <NA>
#> 717 Betaproteobacteriales              Burkholderiaceae
#> 718         Clostridiales                          <NA>
#> 719         Clostridiales               Ruminococcaceae
#> 720         Clostridiales                          <NA>
#> 721         Clostridiales               Ruminococcaceae
#> 722         Clostridiales               Ruminococcaceae
#> 723         Clostridiales           Christensenellaceae
#> 724         Clostridiales                Eubacteriaceae
#> 725         Clostridiales               Lachnospiraceae
#> 726         Clostridiales                          <NA>
#> 727         Victivallales                Victivallaceae
#> 728         Clostridiales               Lachnospiraceae
#> 729         Clostridiales               Ruminococcaceae
#> 730         Clostridiales               Lachnospiraceae
#> 731         Clostridiales               Ruminococcaceae
#> 732         Clostridiales               Ruminococcaceae
#> 733         Clostridiales               Lachnospiraceae
#> 734         Clostridiales               Ruminococcaceae
#> 735         Clostridiales               Lachnospiraceae
#> 736         Clostridiales               Lachnospiraceae
#> 737         Clostridiales               Ruminococcaceae
#> 738         Clostridiales               Ruminococcaceae
#> 739         Clostridiales               Ruminococcaceae
#> 740         Clostridiales               Ruminococcaceae
#> 741         Clostridiales                          <NA>
#> 742         Clostridiales                          <NA>
#> 743         Clostridiales               Ruminococcaceae
#> 744         Clostridiales               Ruminococcaceae
#> 745      Coriobacteriales               Eggerthellaceae
#> 746         Clostridiales                          <NA>
#> 747         Clostridiales               Ruminococcaceae
#> 748         Clostridiales               Lachnospiraceae
#> 749         Clostridiales               Lachnospiraceae
#> 750         Clostridiales               Ruminococcaceae
#> 751         Bacteroidales                Bacteroidaceae
#> 752       Selenomonadales                          <NA>
#> 753         Clostridiales               Lachnospiraceae
#> 754         Clostridiales               Ruminococcaceae
#> 755         Clostridiales               Ruminococcaceae
#> 756         Clostridiales               Lachnospiraceae
#> 757       Lactobacillales              Streptococcaceae
#> 758         Clostridiales         Peptostreptococcaceae
#> 759         Clostridiales               Ruminococcaceae
#> 760         Clostridiales               Lachnospiraceae
#> 761         Clostridiales               Ruminococcaceae
#> 762         Clostridiales           Christensenellaceae
#> 763         Clostridiales              Clostridiaceae 1
#> 764         Clostridiales           Christensenellaceae
#> 765         Clostridiales                          <NA>
#> 766         Clostridiales               Ruminococcaceae
#> 767         Clostridiales               Ruminococcaceae
#> 768         Clostridiales               Lachnospiraceae
#> 769         Clostridiales                 Family XI_2II
#> 770         Clostridiales               Ruminococcaceae
#> 771         Clostridiales               Lachnospiraceae
#> 772         Clostridiales                          <NA>
#> 773         Clostridiales               Ruminococcaceae
#> 774         Clostridiales               Lachnospiraceae
#> 775         Clostridiales               Ruminococcaceae
#> 776         Clostridiales               Lachnospiraceae
#> 777         Clostridiales               Ruminococcaceae
#> 778         Clostridiales               Ruminococcaceae
#> 779         Clostridiales               Ruminococcaceae
#> 780                  <NA>                          <NA>
#> 781         Clostridiales               Ruminococcaceae
#> 782         Clostridiales             Defluviitaleaceae
#> 783         Bacteroidales                Bacteroidaceae
#> 784         Clostridiales               Ruminococcaceae
#> 785         Clostridiales               Lachnospiraceae
#> 786    Erysipelotrichales           Erysipelotrichaceae
#> 787         Clostridiales               Lachnospiraceae
#> 788         Clostridiales               Lachnospiraceae
#> 789         Clostridiales               Lachnospiraceae
#> 790         Clostridiales               Ruminococcaceae
#> 791         Clostridiales               Lachnospiraceae
#> 792         Clostridiales               Lachnospiraceae
#> 793 Betaproteobacteriales              Burkholderiaceae
#> 794       Mollicutes RF39                          <NA>
#> 795         Clostridiales                          <NA>
#> 796         Clostridiales                          <NA>
#> 797         Clostridiales               Lachnospiraceae
#> 798         Clostridiales                          <NA>
#> 799         Clostridiales               Ruminococcaceae
#> 800         Bacteroidales                 Rikenellaceae
#> 801     Bifidobacteriales            Bifidobacteriaceae
#> 802         Clostridiales               Ruminococcaceae
#> 803         Clostridiales               Ruminococcaceae
#> 804         Clostridiales               Lachnospiraceae
#> 805         Clostridiales                          <NA>
#> 806         Clostridiales               Lachnospiraceae
#> 807         Clostridiales               Ruminococcaceae
#> 808       Lactobacillales              Leuconostocaceae
#> 809         Clostridiales               Lachnospiraceae
#> 810    Sphingobacteriales                    env.OPS 17
#> 811         Clostridiales               Ruminococcaceae
#> 812    Erysipelotrichales           Erysipelotrichaceae
#> 813         Clostridiales               Ruminococcaceae
#> 814         Clostridiales               Ruminococcaceae
#> 815         Bacteroidales                 Rikenellaceae
#> 816         Bacteroidales                Bacteroidaceae
#> 817         Clostridiales                          <NA>
#> 818         Clostridiales                          <NA>
#> 819         Clostridiales                          <NA>
#> 820         Bacteroidales                Bacteroidaceae
#> 821         Clostridiales               Ruminococcaceae
#> 822         Clostridiales               Ruminococcaceae
#> 823         Clostridiales               Lachnospiraceae
#> 824         Clostridiales               Lachnospiraceae
#> 825         Clostridiales               Lachnospiraceae
#> 826    Desulfovibrionales           Desulfovibrionaceae
#> 827       Selenomonadales               Veillonellaceae
#> 828         Clostridiales               Ruminococcaceae
#> 829         Clostridiales               Lachnospiraceae
#> 830         Clostridiales               Ruminococcaceae
#> 831         Clostridiales               Ruminococcaceae
#> 832         Clostridiales                          <NA>
#> 833         Clostridiales               Ruminococcaceae
#> 834         Bacteroidales                Bacteroidaceae
#> 835         Clostridiales               Lachnospiraceae
#> 836         Clostridiales               Ruminococcaceae
#> 837         Clostridiales               Lachnospiraceae
#> 838         Clostridiales               Lachnospiraceae
#> 839                  <NA>                          <NA>
#> 840         Clostridiales               Ruminococcaceae
#> 841         Bacteroidales                Tannerellaceae
#> 842         Clostridiales               Lachnospiraceae
#> 843         Clostridiales               Ruminococcaceae
#> 844         Clostridiales               Ruminococcaceae
#> 845         Clostridiales               Ruminococcaceae
#> 846    Erysipelotrichales           Erysipelotrichaceae
#> 847                DTU014                          <NA>
#> 848         Clostridiales               Lachnospiraceae
#> 849         Clostridiales               Lachnospiraceae
#> 850         Clostridiales               Ruminococcaceae
#> 851         Clostridiales           Christensenellaceae
#> 852         Clostridiales               Ruminococcaceae
#> 853         Clostridiales               Lachnospiraceae
#> 854         Clostridiales               Ruminococcaceae
#> 855         Clostridiales               Ruminococcaceae
#> 856         Clostridiales                          <NA>
#> 857         Bacteroidales                Tannerellaceae
#> 858         Clostridiales               Ruminococcaceae
#> 859         Clostridiales               Ruminococcaceae
#> 860         Clostridiales               Lachnospiraceae
#> 861         Clostridiales               Ruminococcaceae
#> 862         Clostridiales               Ruminococcaceae
#> 863         Clostridiales               Ruminococcaceae
#> 864         Clostridiales               Lachnospiraceae
#> 865         Bacteroidales                Bacteroidaceae
#> 866         Clostridiales               Ruminococcaceae
#> 867         Clostridiales               Lachnospiraceae
#> 868         Bacteroidales                Marinifilaceae
#> 869         Clostridiales               Ruminococcaceae
#> 870      Coriobacteriales               Eggerthellaceae
#> 871    Erysipelotrichales           Erysipelotrichaceae
#> 872         Clostridiales                          <NA>
#> 873    Desulfovibrionales           Desulfovibrionaceae
#> 874         Clostridiales               Ruminococcaceae
#> 875         Clostridiales               Ruminococcaceae
#> 876         Clostridiales               Lachnospiraceae
#> 877         Clostridiales               Lachnospiraceae
#> 878         Clostridiales               Ruminococcaceae
#> 879         Clostridiales             Defluviitaleaceae
#> 880    Erysipelotrichales           Erysipelotrichaceae
#> 881      Coriobacteriales                  Atopobiaceae
#> 882         Clostridiales               Lachnospiraceae
#> 883    Erysipelotrichales           Erysipelotrichaceae
#> 884         Clostridiales                 Family XI_2II
#> 885       Lactobacillales                          <NA>
#> 886         Clostridiales               Ruminococcaceae
#> 887         Clostridiales               Ruminococcaceae
#> 888         Clostridiales               Ruminococcaceae
#> 889         Clostridiales               Lachnospiraceae
#> 890         Clostridiales               Ruminococcaceae
#> 891         Clostridiales               Lachnospiraceae
#> 892         Clostridiales               Lachnospiraceae
#> 893         Clostridiales               Lachnospiraceae
#> 894         Clostridiales               Lachnospiraceae
#> 895         Clostridiales               Ruminococcaceae
#> 896         Clostridiales               Ruminococcaceae
#> 897         Bacteroidales                Bacteroidaceae
#> 898       Lactobacillales              Lactobacillaceae
#> 899         Bacteroidales                Prevotellaceae
#> 900         Clostridiales               Ruminococcaceae
#> 901         Clostridiales               Lachnospiraceae
#> 902         Clostridiales               Lachnospiraceae
#>                                     Genus        Species FoldDifference
#> 1            Lachnospiraceae NC2004 group           <NA>  -0.1675513587
#> 2                 Ruminococcaceae UCG-013           <NA>  -0.1001086121
#> 3                                    <NA>           <NA>   0.1577770201
#> 4                        Fusicatenibacter saccharivorans  -0.1240230913
#> 5                                    <NA>           <NA>  -0.0683606633
#> 6                                    <NA>           <NA>  -0.0026988381
#> 7                               Roseburia           <NA>  -0.3591692133
#> 8                          Butyricicoccus           <NA>   0.0426029553
#> 9                               Alistipes           <NA>   0.2698713017
#> 10                          Oscillibacter           <NA>   0.0144928905
#> 11                                   <NA>           <NA>  -0.1062983382
#> 12                                   <NA>           <NA>   0.3626266809
#> 13                Ruminococcaceae UCG-013           <NA>  -0.0423411006
#> 14  [Eubacterium] coprostanoligenes group           <NA>  -0.0223789050
#> 15                                   <NA>           <NA>   0.2169465481
#> 16           Lachnospiraceae FE2018 group           <NA>  -0.0588153454
#> 17          Ruminococcaceae NK4A214 group           <NA>  -0.0083389894
#> 18               Family XIII AD3011 group           <NA>  -0.0418425307
#> 19                                   <NA>           <NA>   0.3074414595
#> 20          Christensenellaceae R-7 group           <NA>   0.0280710818
#> 21                          Coprococcus 2           <NA>  -0.3328438290
#> 22                                   <NA>           <NA>   0.0447170429
#> 23                                   <NA>           <NA>   0.0544861267
#> 24                      Ruminiclostridium           <NA>   0.0187030484
#> 25                                   <NA>           <NA>   0.1733808070
#> 26                           Anaerostipes           <NA>  -0.0492824391
#> 27           Lachnospiraceae FCS020 group           <NA>   0.0154243209
#> 28                Ruminococcaceae UCG-014           <NA>  -0.3570181633
#> 29                                   <NA>           <NA>  -0.1675370774
#> 30                    Ruminiclostridium 5           <NA>  -0.0530928908
#> 31                            Actinomyces           <NA>   0.0398682055
#> 32                                 Dielma           <NA>   0.1452244963
#> 33                                Blautia           <NA>  -0.2230749015
#> 34            Clostridium sensu stricto 1           <NA>   0.2213065557
#> 35                                   <NA>           <NA>  -0.1427430265
#> 36                            Pseudomonas           <NA>   0.0428935505
#> 37                                   <NA>           <NA>  -0.0616098918
#> 38                        Bifidobacterium           <NA>  -0.0931088136
#> 39               Family XIII AD3011 group           <NA>   0.2579519179
#> 40                                   <NA>           <NA>  -0.1795456744
#> 41                 Erysipelatoclostridium           <NA>  -0.1693265092
#> 42                          Oscillibacter           <NA>   0.0633969342
#> 43                                Gemella           <NA>   0.4653223896
#> 44                             Sutterella           <NA>   0.3083766940
#> 45                        Bifidobacterium           <NA>  -0.1937110942
#> 46                            Coprobacter           <NA>   0.1992235105
#> 47                          GCA-900066575           <NA>   0.1485271319
#> 48                              Bilophila           <NA>   0.0391288447
#> 49                            Eggerthella           <NA>   0.0745463849
#> 50                                   <NA>           <NA>  -0.2236879852
#> 51                            Peptococcus           <NA>  -0.1686283374
#> 52                            Bacteroides           <NA>   0.1288000160
#> 53                                   <NA>           <NA>  -0.0094648773
#> 54                                   <NA>           <NA>   0.1332140775
#> 55  [Eubacterium] coprostanoligenes group           <NA>   0.0233731849
#> 56                              Alistipes           <NA>  -0.5917470074
#> 57                    Ruminiclostridium 5           <NA>  -0.4743763259
#> 58                         Cloacibacillus           <NA>   0.3366534010
#> 59                        Parabacteroides           <NA>   0.0613734415
#> 60                Ruminococcaceae UCG-008           <NA>  -0.2668052855
#> 61                         Marvinbryantia           <NA>   0.1321250347
#> 62                          Mogibacterium           <NA>  -0.2793040658
#> 63                                   <NA>           <NA>  -0.0923335230
#> 64        [Eubacterium] ruminantium group           <NA>  -0.1506754773
#> 65                 Erysipelatoclostridium           <NA>   0.0901568151
#> 66                      Sanguibacteroides           <NA>   0.3313017492
#> 67                                   <NA>           <NA>   0.1196687268
#> 68                                   <NA>           <NA>  -0.0085142141
#> 69                Ruminococcaceae UCG-014           <NA>  -0.0962042298
#> 70                                   <NA>           <NA>   0.2226994373
#> 71                            Eubacterium        rectale  -0.2210301091
#> 72                                   <NA>           <NA>   0.0256399103
#> 73                Ruminococcaceae UCG-014           <NA>  -0.1680739007
#> 74                           Turicibacter           <NA>  -0.2609367607
#> 75                                   <NA>           <NA>  -0.0511525224
#> 76                         Ruminococcus 2           <NA>  -0.0448706356
#> 77                      Lachnoclostridium           <NA>   0.1098568888
#> 78                                   <NA>           <NA>   0.1228294353
#> 79                                   <NA>           <NA>   0.0217220646
#> 80                            Actinomyces           <NA>  -0.1906665788
#> 81      [Eubacterium] oxidoreducens group           <NA>   0.0787787794
#> 82                                   <NA>           <NA>   0.3678019837
#> 83                            Merdibacter           <NA>   0.1190141533
#> 84                Ruminococcaceae UCG-014           <NA>  -0.2015942667
#> 85                                   <NA>           <NA>   0.1176090042
#> 86                            Bacteroides           <NA>   0.0909513752
#> 87                                   <NA>           <NA>   0.0751652407
#> 88                          Lactobacillus           <NA>   0.1016715510
#> 89                                Blautia           <NA>   0.1429020120
#> 90                                   <NA>           <NA>   0.2842116188
#> 91                                   <NA>           <NA>   0.3051898391
#> 92                                   <NA>           <NA>   0.1195913331
#> 93                            Bacteroides           <NA>   0.2139245738
#> 94                Ruminococcaceae UCG-010           <NA>   0.1824085480
#> 95                     Methanobrevibacter           <NA>  -0.2147926168
#> 96              Defluviitaleaceae UCG-011           <NA>  -0.0001665402
#> 97                                   <NA>           <NA>  -0.2846201850
#> 98                Lachnospiraceae UCG-008           <NA>  -0.1507119561
#> 99                                   <NA>           <NA>   0.3105753136
#> 100                         GCA-900066575           <NA>   0.0461620752
#> 101           [Eubacterium] nodatum group           <NA>  -0.0584822549
#> 102                                  <NA>           <NA>  -0.1051749756
#> 103                           Barnesiella           <NA>   0.1904449383
#> 104 [Eubacterium] coprostanoligenes group           <NA>   0.0263170139
#> 105                         Lactobacillus           <NA>   0.0343774849
#> 106               Ruminococcaceae UCG-014           <NA>  -0.1385358255
#> 107                          Fournierella           <NA>  -0.0783956842
#> 108                         Oscillibacter           <NA>   0.0935795912
#> 109                           Bacteroides           <NA>   0.1439576303
#> 110                                  <NA>           <NA>  -0.2070408746
#> 111         Christensenellaceae R-7 group           <NA>   0.0995824243
#> 112               Ruminococcaceae UCG-005           <NA>  -0.2070970055
#> 113                         Solobacterium           <NA>   0.0417632436
#> 114                          Prevotella 9           <NA>   0.3995306736
#> 115                            Holdemania           <NA>   0.0209482991
#> 116                               Blautia           <NA>  -0.1170886102
#> 117                                  <NA>           <NA>   0.0422716604
#> 118                                 Dorea           <NA>  -0.0290140735
#> 119           [Eubacterium] eligens group           <NA>   0.0054815871
#> 120                          Prevotella 9           <NA>   0.0430330380
#> 121                                  <NA>           <NA>   0.1426651880
#> 122                                  <NA>           <NA>   0.0591090947
#> 123                        Ruminococcus 1           <NA>  -0.1946219798
#> 124              Family XIII AD3011 group           <NA>   0.0080891050
#> 125                        Parasutterella           <NA>  -0.0113633296
#> 126                  Pseudoflavonifractor    phocaeensis   0.3757709134
#> 127                         Lactonifactor           <NA>  -0.1959999479
#> 128                        Flavonifractor           <NA>  -0.2642212310
#> 129                                  <NA>           <NA>  -0.0253574278
#> 130                           Akkermansia           <NA>  -0.0007214252
#> 131                           Bacteroides           <NA>   0.0130930640
#> 132                                  <NA>           <NA>   0.0007622145
#> 133               Ruminococcaceae UCG-004           <NA>   0.1434609351
#> 134          Lachnospiraceae NC2004 group           <NA>  -0.0584156155
#> 135                           Bacteroides           <NA>  -0.1790053632
#> 136                       Bifidobacterium           <NA>  -0.2814847696
#> 137                               Blautia           <NA>  -0.5394028736
#> 138                           Anaerofilum           <NA>  -0.0375483481
#> 139                                  <NA>           <NA>   0.0920883184
#> 140                               UBA1819           <NA>   0.1720267806
#> 141                           Veillonella           <NA>  -0.0006209911
#> 142                        Flavonifractor           <NA>  -0.1275221376
#> 143 [Eubacterium] coprostanoligenes group           <NA>  -0.1567332239
#> 144                                  <NA>           <NA>   0.2109786349
#> 145                        Ruminococcus 1           <NA>   0.1617852677
#> 146                        Flavonifractor           <NA>   0.1283237458
#> 147           Erysipelotrichaceae UCG-003           <NA>  -0.0249018110
#> 148               Lachnospiraceae UCG-010           <NA>  -0.1023524313
#> 149                                  <NA>           <NA>   0.2822002166
#> 150                       Parabacteroides           <NA>  -0.0436734144
#> 151             Defluviitaleaceae UCG-011           <NA>   0.2749460108
#> 152               Ruminococcaceae UCG-011           <NA>  -0.5381132378
#> 153                        Eisenbergiella           <NA>  -0.1664685199
#> 154                          Butyrivibrio           <NA>  -0.0331416454
#> 155                            Holdemania           <NA>   0.1040302938
#> 156                                  <NA>           <NA>   0.0497386488
#> 157               Ruminococcaceae UCG-002           <NA>   0.1635347580
#> 158                           Bacteroides           <NA>  -0.1257143713
#> 159                   Ruminiclostridium 5           <NA>  -0.0122530923
#> 160              Family XIII AD3011 group           <NA>  -0.0417658092
#> 161                                  <NA>           <NA>   0.0048841058
#> 162                                  <NA>           <NA>  -0.1974553597
#> 163                         GCA-900066225           <NA>  -0.1807261202
#> 164                     Lachnoclostridium           <NA>  -0.0648628134
#> 165                        Butyricicoccus           <NA>   0.0693903498
#> 166                               Blautia           <NA>   0.0278418183
#> 167                                  <NA>           <NA>  -0.0467347078
#> 168                                  <NA>           <NA>   0.0218684149
#> 169                   Ruminiclostridium 5           <NA>   0.0723870123
#> 170                           Veillonella           <NA>   0.1917107247
#> 171                             Dialister           <NA>   0.0156756315
#> 172                                  <NA>           <NA>   0.0100592599
#> 173                                  <NA>           <NA>   0.0801263922
#> 174                     Lachnoclostridium           <NA>   0.0723414946
#> 175               Ruminococcaceae UCG-008           <NA>   0.0732761795
#> 176                                  <NA>           <NA>  -0.1885005170
#> 177                        Intestinimonas           <NA>   0.1621960368
#> 178                           Bacteroides           <NA>   0.5379308764
#> 179                           Bacteroides           <NA>  -0.0341685527
#> 180                                  <NA>           <NA>  -0.0572030361
#> 181                                  <NA>           <NA>  -0.1789551991
#> 182                   Ruminiclostridium 9           <NA>  -0.0523155489
#> 183                         Gordonibacter           <NA>  -0.3390953890
#> 184                               Blautia           <NA>   0.2258863427
#> 185                               Blautia           <NA>  -0.0903611746
#> 186                         Streptococcus           <NA>  -0.0910039669
#> 187                                  <NA>           <NA>   0.0626431217
#> 188                Candidatus Soleaferrea           <NA>  -0.0483218139
#> 189                       Bifidobacterium           <NA>   0.2179535182
#> 190                                  <NA>           <NA>   0.1610798694
#> 191                                  <NA>           <NA>   0.0207969806
#> 192                          Fournierella           <NA>  -0.2145215547
#> 193                        Butyricicoccus           <NA>  -0.1423195311
#> 194                               Blautia           <NA>  -0.1829579416
#> 195                                  <NA>           <NA>  -0.0995487745
#> 196                       Catenibacterium           <NA>  -0.4232256329
#> 197                           Clostridium           <NA>   0.1252105104
#> 198                                  <NA>           <NA>   0.0904484041
#> 199                       Parabacteroides           <NA>  -0.0021218829
#> 200                     Lachnoclostridium           <NA>   0.1286312109
#> 201                                  <NA>           <NA>  -0.0518473654
#> 202                           Eubacterium           <NA>  -0.0922964472
#> 203 [Eubacterium] coprostanoligenes group           <NA>   0.4316765738
#> 204                                  <NA>           <NA>  -0.1150809066
#> 205                           Lactococcus           <NA>  -0.1399315210
#> 206                                  <NA>           <NA>  -0.0792294127
#> 207                           Merdibacter           <NA>  -0.3288762238
#> 208               Ruminococcaceae UCG-010           <NA>   0.0248793139
#> 209           Prevotellaceae NK3B31 group           <NA>   0.0663988207
#> 210                                  <NA>           <NA>  -0.0311097566
#> 211                        Paraprevotella           <NA>   0.5896627518
#> 212                           Lachnospira           <NA>   0.0777163536
#> 213                                  <NA>           <NA>  -0.0257732195
#> 214                           Barnesiella           <NA>  -0.1400788973
#> 215               Ruminococcaceae UCG-005           <NA>   0.1627565916
#> 216                           Veillonella           <NA>   0.0171980025
#> 217                                  <NA>           <NA>   0.2439746213
#> 218                   Ruminiclostridium 9           <NA>   0.1972628176
#> 219                                  <NA>           <NA>   0.1526467018
#> 220               Ruminococcaceae UCG-014           <NA>   0.0737367682
#> 221                                  <NA>           <NA>  -0.0413151601
#> 222                      Faecalibacterium    prausnitzii   0.0208053664
#> 223          Lachnospiraceae FCS020 group           <NA>  -0.0126252405
#> 224                                  <NA>           <NA>  -0.0336810520
#> 225                                  <NA>           <NA>   0.1173603903
#> 226                                  <NA>           <NA>  -0.0265782142
#> 227                                  <NA>           <NA>  -0.1132495646
#> 228           Erysipelotrichaceae UCG-003           <NA>   0.0172724411
#> 229                             Ezakiella           <NA>  -0.1692249127
#> 230               Ruminococcaceae UCG-010           <NA>   0.0602267715
#> 231                     Lachnoclostridium           <NA>  -0.0734606587
#> 232                             Alistipes           <NA>   0.0315633863
#> 233                                  <NA>           <NA>  -0.0323415533
#> 234                                  <NA>           <NA>  -0.0130054070
#> 235                         Butyricimonas           <NA>   0.1284333469
#> 236                                  <NA>           <NA>   0.0317062855
#> 237                   Ruminiclostridium 6           <NA>  -0.1215068066
#> 238                                  <NA>           <NA>   0.1009553231
#> 239                         Butyricimonas           <NA>   0.1494823754
#> 240         Christensenellaceae R-7 group           <NA>   0.0677171342
#> 241                         Butyricimonas           <NA>  -0.4208147003
#> 242                          Butyrivibrio           <NA>  -0.0154260463
#> 243                                  <NA>           <NA>   0.2565035385
#> 244              Family XIII AD3011 group           <NA>   0.3371269367
#> 245                             Bilophila           <NA>  -0.1253450184
#> 246               Ruminococcaceae UCG-011           <NA>  -0.1026104417
#> 247                       Intestinibacter           <NA>  -0.4300676262
#> 248                                  <NA>           <NA>   0.0298599047
#> 249               Ruminococcaceae UCG-005           <NA>   0.0462432131
#> 250                           Victivallis           <NA>   0.2312786404
#> 251         Ruminococcaceae V9D2013 group           <NA>   0.3054652943
#> 252                     Lachnoclostridium           <NA>  -0.0209652290
#> 253                                  <NA>           <NA>  -0.0584112331
#> 254                        Ruminococcus 1           <NA>  -0.1957150412
#> 255                                  <NA>           <NA>   0.3196549714
#> 256                               Blautia           <NA>  -0.0526192692
#> 257                                  <NA>           <NA>  -0.3131935425
#> 258                                  <NA>           <NA>  -0.0065997276
#> 259                        Ruminococcus 1           <NA>   0.2391321808
#> 260                                  <NA>           <NA>   0.1497116754
#> 261                           Eubacterium           <NA>  -0.1120406934
#> 262                             Bilophila           <NA>   0.4015972175
#> 263                                  <NA>           <NA>   0.1893695089
#> 264                           Odoribacter           <NA>  -0.0067950748
#> 265                               CAG-873           <NA>   0.1831361089
#> 266                           Collinsella           <NA>   0.0127393932
#> 267                           Sporobacter           <NA>  -0.2287951119
#> 268                Candidatus Soleaferrea           <NA>   0.0196933514
#> 269                                  <NA>           <NA>   0.0342159541
#> 270                               Blautia           <NA>   0.3770883402
#> 271               Ruminococcaceae UCG-011           <NA>  -0.0366770277
#> 272                                  <NA>           <NA>   0.1714984665
#> 273                         Oscillibacter           <NA>   0.1376401992
#> 274                           Eubacterium           <NA>   0.0275186889
#> 275                                  <NA>           <NA>   0.0728104409
#> 276                                  <NA>           <NA>   0.1708571313
#> 277                   Ruminiclostridium 5           <NA>  -0.1354229133
#> 278                         Desulfovibrio           <NA>   0.2107827016
#> 279         Christensenellaceae R-7 group           <NA>   0.0197917219
#> 280              Family XIII AD3011 group           <NA>   0.1528715988
#> 281       [Eubacterium] fissicatena group           <NA>   0.0194641133
#> 282                                  <NA>           <NA>   0.0669094448
#> 283                                  <NA>           <NA>   0.2178726592
#> 284                       Parabacteroides           <NA>   0.3451910975
#> 285                           Clostridium           <NA>   0.2200941192
#> 286                   Ruminiclostridium 9           <NA>  -0.0769895287
#> 287                   Ruminiclostridium 5           <NA>   0.2750418675
#> 288                       Subdoligranulum           <NA>  -0.0320295175
#> 289               Lachnospiraceae UCG-001           <NA>   0.4258033812
#> 290                   Ruminiclostridium 5           <NA>  -0.0155540544
#> 291                        Intestinimonas           <NA>  -0.0616272807
#> 292                            Hungatella           <NA>   0.7154978461
#> 293                            Klebsiella           <NA>  -0.5115201977
#> 294                           Bacteroides           <NA>   0.2609137417
#> 295             Defluviitaleaceae UCG-011           <NA>  -0.4011086099
#> 296               Ruminococcaceae UCG-013           <NA>  -0.1518947834
#> 297                               Blautia           <NA>   0.1960462640
#> 298                                  <NA>           <NA>  -0.2460871495
#> 299                              Moryella           <NA>  -0.0612869312
#> 300                             Roseburia           <NA>   0.0752166697
#> 301                               Blautia           <NA>   0.0636668040
#> 302               Ruminococcaceae UCG-011           <NA>   0.0652023216
#> 303                           Bacteroides           <NA>   0.3096397286
#> 304                          Ruminococcus        torques   0.2783175857
#> 305                                  <NA>           <NA>  -0.0333199846
#> 306                           Bacteroides           <NA>  -0.0244096565
#> 307                        Ruminococcus 1           <NA>  -0.0527724363
#> 308              Hydrogenoanaerobacterium           <NA>  -0.1423998463
#> 309               Ruminococcaceae UCG-003           <NA>  -0.1019400148
#> 310                                  <NA>           <NA>   0.1893212029
#> 311                               Blautia           <NA>   0.0026780438
#> 312          Lachnospiraceae FCS020 group           <NA>  -0.1042492335
#> 313                                  <NA>           <NA>   0.1906126344
#> 314        [Eubacterium] ventriosum group           <NA>   0.1001308921
#> 315         Ruminococcaceae NK4A214 group           <NA>   0.2120856385
#> 316                                  <NA>           <NA>  -0.2305096600
#> 317                                  <NA>           <NA>   0.0822011485
#> 318                            Sutterella           <NA>   0.1165142847
#> 319                            Tyzzerella           <NA>   0.0398682055
#> 320                           Haemophilus parainfluenzae   0.0348156180
#> 321                             Roseburia           <NA>   0.0049524344
#> 322         Christensenellaceae R-7 group           <NA>   0.1043098219
#> 323                             Alistipes           <NA>   0.0240591309
#> 324            [Eubacterium] hallii group           <NA>  -0.0933196151
#> 325                                  <NA>           <NA>  -0.2338100504
#> 326       [Ruminococcus] gauvreauii group           <NA>  -0.4227734956
#> 327                                  <NA>           <NA>   0.0042964355
#> 328                           Peptococcus           <NA>  -0.0115089958
#> 329                        Alloprevotella           <NA>   0.1805677860
#> 330                        Marvinbryantia           <NA>  -0.2196861328
#> 331                                  <NA>           <NA>   0.0597287778
#> 332               Lachnospiraceae UCG-001           <NA>  -0.4723532568
#> 333                         Streptococcus           <NA>  -0.1608340577
#> 334               Ruminococcaceae UCG-013           <NA>  -0.0790739466
#> 335                                  <NA>           <NA>  -0.0553673018
#> 336                                  <NA>           <NA>   0.0077941281
#> 337                  Pseudoflavonifractor    phocaeensis   0.1884453372
#> 338                       Corynebacterium           <NA>   0.0303427224
#> 339                          Ruminococcus         gnavus  -0.0324348280
#> 340                           Mitsuokella           <NA>  -0.0929356504
#> 341                                  <NA>           <NA>   0.1928860826
#> 342                          Ruminococcus           <NA>   0.0392766923
#> 343                                  <NA>           <NA>  -0.0169856384
#> 344                            Romboutsia           <NA>  -0.2223725667
#> 345                                  <NA>           <NA>   0.1989864467
#> 346                             Alistipes           <NA>  -0.0196762517
#> 347                                  <NA>           <NA>  -0.2976164885
#> 348                           Actinomyces           <NA>  -0.1219138887
#> 349               Ruminococcaceae UCG-005           <NA>   0.1362154320
#> 350                        Intestinimonas           <NA>   0.1399981835
#> 351               Ruminococcaceae UCG-002           <NA>   0.0783992406
#> 352                           Bacteroides           <NA>   0.0030241433
#> 353           Erysipelotrichaceae UCG-003           <NA>   0.0003064531
#> 354                         Oscillibacter           <NA>   0.0501184428
#> 355                                  <NA>           <NA>  -0.1544176101
#> 356                               Blautia           <NA>   0.0444267275
#> 357                            Catabacter           <NA>  -0.1815738234
#> 358                Erysipelatoclostridium           <NA>  -0.0513537804
#> 359                   Family XIII UCG-001           <NA>  -0.0856331788
#> 360                             Alistipes           <NA>  -0.0186005630
#> 361                            Prevotella           <NA>  -0.2316473846
#> 362           Rikenellaceae RC9 gut group           <NA>   0.2408821142
#> 363                         GCA-900066575           <NA>   1.2134632830
#> 364                               Blautia           <NA>  -0.1241819086
#> 365                                  <NA>           <NA>   0.1734303078
#> 366                        Shuttleworthia           <NA>   0.1301600888
#> 367                                  <NA>           <NA>   0.1442438918
#> 368                      Negativibacillus           <NA>   0.1282629756
#> 369                                  <NA>           <NA>  -0.1849593659
#> 370           Clostridium sensu stricto 1           <NA>   0.0967090562
#> 371              Family XIII AD3011 group           <NA>  -0.0227255265
#> 372                          Ruminococcus           <NA>  -0.3155855527
#> 373                        Marvinbryantia           <NA>  -0.0686129027
#> 374                                  <NA>           <NA>   0.0866828214
#> 375                               Blautia           <NA>  -0.3221098140
#> 376                        Ruminococcus 2           <NA>  -0.2480480453
#> 377                                  <NA>           <NA>   0.1091344955
#> 378                                  <NA>           <NA>   0.0467594282
#> 379                                  <NA>           <NA>   0.2648918377
#> 380                                  <NA>           <NA>   0.0165965065
#> 381                                  <NA>           <NA>   0.0696638326
#> 382                        Marvinbryantia           <NA>  -0.1939915817
#> 383                                  <NA>           <NA>   0.5227039437
#> 384                                  <NA>           <NA>  -0.0294507850
#> 385               Ruminococcaceae UCG-005           <NA>   0.0103643257
#> 386                                  <NA>           <NA>   0.0503815719
#> 387                     Ruminiclostridium           <NA>   0.0454127440
#> 388               Ruminococcaceae UCG-014           <NA>   0.5590362522
#> 389            [Eubacterium] brachy group           <NA>  -0.1421155843
#> 390                          Ruminococcus           <NA>   0.0650576928
#> 391                               CAG-352           <NA>  -0.2405995374
#> 392                                  <NA>           <NA>  -0.0468560869
#> 393               Ruminococcaceae UCG-009           <NA>  -0.0233871710
#> 394                                  <NA>           <NA>  -0.1613707326
#> 395          Lachnospiraceae NC2004 group           <NA>   0.0672300701
#> 396         Christensenellaceae R-7 group           <NA>   0.0654672946
#> 397               Ruminococcaceae UCG-014           <NA>  -0.0524669969
#> 398               Ruminococcaceae UCG-011           <NA>  -0.1140422432
#> 399                                  <NA>           <NA>   0.0686239929
#> 400                       Parabacteroides           <NA>   0.2365973035
#> 401               Lachnospiraceae UCG-003           <NA>   0.2575475845
#> 402                                  <NA>           <NA>  -0.1180821303
#> 403                         Coprococcus 2           <NA>  -0.2983965562
#> 404                     Lachnoclostridium           <NA>   0.0680936765
#> 405               Lachnospiraceae UCG-004           <NA>   0.0622329501
#> 406                         Oscillibacter           <NA>  -0.1261846504
#> 407                                  <NA>           <NA>  -0.0381785357
#> 408                                  <NA>           <NA>   0.0747409177
#> 409                        Eisenbergiella           <NA>  -0.2066527794
#> 410                                  <NA>           <NA>   0.0759463529
#> 411                          Oscillospira           <NA>   0.4000709838
#> 412                          Holdemanella           <NA>  -0.0555169537
#> 413                                  <NA>           <NA>   0.2909510298
#> 414                         Butyricimonas           <NA>   0.0950367042
#> 415                     Lachnoclostridium           <NA>   0.0482234831
#> 416               Ruminococcaceae UCG-005           <NA>   0.0188456138
#> 417                                  <NA>           <NA>  -0.0689568123
#> 418                                  <NA>           <NA>  -0.0414769446
#> 419                                 Dorea           <NA>  -0.0271146190
#> 420               Lachnospiraceae UCG-002           <NA>  -0.3183065886
#> 421                             Roseburia           <NA>  -0.0635617804
#> 422                        Staphylococcus           <NA>  -0.2784056285
#> 423                       Subdoligranulum           <NA>  -0.0229783273
#> 424                                  <NA>           <NA>   0.2237012537
#> 425                                  <NA>           <NA>  -0.1480809035
#> 426                                  <NA>           <NA>  -0.2350722033
#> 427      [Eubacterium] xylanophilum group           <NA>  -0.0167679637
#> 428                        Ruminococcus 1           <NA>   0.1974630536
#> 429                                  <NA>           <NA>   0.1818024360
#> 430                   Ruminiclostridium 9           <NA>   0.0547247679
#> 431                     Lachnoclostridium           <NA>  -0.1550352003
#> 432                                  <NA>           <NA>  -0.0854176867
#> 433        [Eubacterium] ventriosum group           <NA>  -0.1803220393
#> 434                           Bacteroides           <NA>   0.1544361265
#> 435                           Victivallis           <NA>   0.1065135825
#> 436                                  <NA>           <NA>  -0.1637205262
#> 437                         Streptococcus           <NA>  -0.1149473560
#> 438                           Bacteroides           <NA>  -0.2031024133
#> 439                                  <NA>           <NA>   0.0277079652
#> 440                               Blautia           <NA>  -0.1178222960
#> 441                          Oribacterium           <NA>   0.2343123962
#> 442                                  <NA>           <NA>  -0.3209253453
#> 443                       Parabacteroides           <NA>  -0.0594971094
#> 444            [Eubacterium] hallii group           <NA>  -0.0321411630
#> 445               Ruminococcaceae UCG-009           <NA>  -0.2504986412
#> 446                             Alistipes           <NA>   0.4671161014
#> 447                        Shuttleworthia           <NA>   0.1537154061
#> 448                                  <NA>           <NA>  -0.3279003264
#> 449                                  <NA>           <NA>   0.0049729250
#> 450                            Tyzzerella           <NA>  -0.0805951197
#> 451                             Roseburia           <NA>   0.0670831987
#> 452                           Lachnospira           <NA>  -0.0391278584
#> 453                                  <NA>           <NA>   0.1269832080
#> 454                                  <NA>           <NA>   0.1066333239
#> 455                   Ruminiclostridium 9           <NA>   0.8028993112
#> 456                             Alistipes           <NA>   0.0003244937
#> 457                                  <NA>           <NA>  -0.0408046295
#> 458                                  <NA>           <NA>  -0.0335985571
#> 459               Lachnospiraceae UCG-008           <NA>  -0.0858381751
#> 460                                  <NA>           <NA>   0.2952883345
#> 461                                  <NA>           <NA>  -0.0898907192
#> 462                    Methanobrevibacter           <NA>  -0.2462675268
#> 463         Christensenellaceae R-7 group           <NA>  -0.1673899319
#> 464                               Blautia           <NA>   0.0385807595
#> 465                                  <NA>           <NA>   0.3408442705
#> 466                          Epulopiscium           <NA>   0.0967234790
#> 467                        Eisenbergiella           <NA>   0.1296703964
#> 468                                  <NA>           <NA>   0.2350487411
#> 469                                  <NA>           <NA>  -0.0449018681
#> 470                                  <NA>           <NA>   0.0888152045
#> 471                                  <NA>           <NA>  -0.0012196019
#> 472 [Eubacterium] coprostanoligenes group           <NA>  -0.0602038167
#> 473               Ruminococcaceae UCG-005           <NA>   0.3025510772
#> 474                         Streptococcus           <NA>  -0.0899733868
#> 475               Lachnospiraceae UCG-004           <NA>  -0.0304794456
#> 476               Ruminococcaceae UCG-005           <NA>  -0.3014379755
#> 477                       Parabacteroides           <NA>  -0.0288862391
#> 478                           Clostridium           <NA>  -0.1314702649
#> 479                                  <NA>           <NA>   0.3505649893
#> 480                                  <NA>           <NA>  -0.0501978189
#> 481                                  <NA>           <NA>   0.0540568645
#> 482               Ruminococcaceae UCG-014           <NA>  -0.2334358338
#> 483                        Intestinimonas           <NA>   0.2492926698
#> 484                                  <NA>           <NA>  -0.1993005811
#> 485                           Bacteroides           <NA>  -0.1429915024
#> 486                                  <NA>           <NA>  -0.0141099938
#> 487                         Lactobacillus           <NA>   0.8093883569
#> 488                                  <NA>           <NA>   0.0665579979
#> 489                   Acetanaerobacterium           <NA>  -0.0423724814
#> 490               Ruminococcaceae UCG-005           <NA>  -0.1135949866
#> 491                          Ruminococcus           <NA>  -0.0014138737
#> 492                                  <NA>           <NA>   0.0103006726
#> 493                                  <NA>           <NA>  -0.0866113864
#> 494                                  <NA>           <NA>   0.0510986686
#> 495               Lachnospiraceae UCG-004           <NA>   0.0188034141
#> 496                                  <NA>           <NA>   0.1580810936
#> 497                         Butyricimonas           <NA>  -0.0694175251
#> 498               Ruminococcaceae UCG-002           <NA>   0.1598318156
#> 499               Ruminococcaceae UCG-010           <NA>   0.0340175795
#> 500                     Anaerosporobacter           <NA>  -0.1412077258
#> 501                        Paraprevotella           <NA>   0.8602378872
#> 502                           Eubacterium           <NA>   0.1168942840
#> 503                               Blautia           <NA>  -0.1114935138
#> 504          Lachnospiraceae FCS020 group           <NA>  -0.0630990265
#> 505                                  <NA>           <NA>  -0.0411527295
#> 506              Family XIII AD3011 group           <NA>  -0.3916788666
#> 507               Ruminococcaceae UCG-007           <NA>   0.1448402455
#> 508                                  <NA>           <NA>   0.0998619762
#> 509                       Bifidobacterium           <NA>  -0.0387381967
#> 510                      Negativibacillus           <NA>   0.0131942009
#> 511                             Roseburia   intestinalis  -0.0635204131
#> 512         Christensenellaceae R-7 group           <NA>   0.0458982088
#> 513          Lachnospiraceae ND3007 group           <NA>   0.1497952192
#> 514                               Blautia           <NA>  -0.3150094573
#> 515               Ruminococcaceae UCG-014           <NA>   0.0124311331
#> 516                           Actinomyces           <NA>  -0.3864936175
#> 517               Ruminococcaceae UCG-003           <NA>  -0.1542587345
#> 518                     Lachnoclostridium           <NA>  -0.2742420166
#> 519                        Paraprevotella           <NA>  -0.4160050578
#> 520                                  <NA>           <NA>   0.4187606680
#> 521            [Eubacterium] hallii group           <NA>   0.0597578256
#> 522          Lachnospiraceae NC2004 group           <NA>  -0.0657946619
#> 523               Ruminococcaceae UCG-014           <NA>  -0.0377470680
#> 524                      Faecalibacterium    prausnitzii   0.0356664331
#> 525                                  <NA>           <NA>   0.0417406576
#> 526                                  <NA>           <NA>   0.0584949743
#> 527               Ruminococcaceae UCG-014           <NA>   0.1651124111
#> 528 [Eubacterium] coprostanoligenes group           <NA>  -0.3118892648
#> 529               Ruminococcaceae UCG-009           <NA>  -0.2552679573
#> 530                                  <NA>           <NA>   0.1872703964
#> 531                        Ruminococcus 1           <NA>  -0.0834701980
#> 532                                  <NA>           <NA>   0.0320098818
#> 533      [Eubacterium] xylanophilum group           <NA>  -0.0176945225
#> 534                            Romboutsia           <NA>  -0.0529454190
#> 535                          Holdemanella           <NA>   0.0878922038
#> 536                          Ruminococcus        torques  -0.0265318127
#> 537                        Paraprevotella           <NA>   0.0182978729
#> 538                                  <NA>           <NA>  -0.2908253462
#> 539                         Oscillibacter           <NA>   0.0777673724
#> 540                         Streptococcus           <NA>   0.0255655755
#> 541                             Alistipes           <NA>   0.2271026998
#> 542                                  <NA>           <NA>  -0.1789551991
#> 543                   Ruminiclostridium 9           <NA>  -0.1486189666
#> 544                          Prevotella 7           <NA>  -0.0577664235
#> 545                                  <NA>           <NA>   0.1232533440
#> 546                             Roseburia           <NA>  -0.1444020802
#> 547                               Blautia           <NA>  -0.3076665349
#> 548               Lachnospiraceae UCG-001           <NA>  -0.2085003435
#> 549                                  <NA>           <NA>  -0.1757636956
#> 550                         Anaerotruncus           <NA>   0.1299533705
#> 551                                  <NA>           <NA>  -0.0266904205
#> 552                                  <NA>           <NA>   0.0371504066
#> 553                                  <NA>           <NA>  -0.2382101993
#> 554                            Sutterella           <NA>   0.4189472704
#> 555         Ruminococcaceae NK4A214 group           <NA>  -0.0882878685
#> 556                                  <NA>           <NA>  -0.0591150404
#> 557                                  <NA>           <NA>  -0.0245786174
#> 558                          Ruminococcus           <NA>  -0.0923512342
#> 559                                  <NA>           <NA>  -0.1563158337
#> 560                           Peptococcus           <NA>   0.1220382720
#> 561                               Blautia           <NA>  -0.1398432953
#> 562                                  <NA>           <NA>   0.0108730306
#> 563                                  <NA>           <NA>  -0.1209632522
#> 564                        Flavonifractor           <NA>   0.2063063042
#> 565               Ruminococcaceae UCG-013           <NA>   0.1316296605
#> 566                                Phocea           <NA>  -0.0937857630
#> 567                                  <NA>           <NA>  -0.0794668229
#> 568                                  <NA>           <NA>   0.0283236836
#> 569                            Catabacter           <NA>   0.3439235461
#> 570                                  <NA>           <NA>   0.2642024685
#> 571                 Phascolarctobacterium           <NA>  -0.0495733141
#> 572                                  <NA>           <NA>   0.0423906869
#> 573                      Terrisporobacter           <NA>   0.1116720361
#> 574                                  <NA>           <NA>  -0.0284481610
#> 575                      Negativibacillus           <NA>  -0.1489445114
#> 576                                  <NA>           <NA>  -0.1626588321
#> 577                                  <NA>           <NA>  -0.1877352402
#> 578                        Methanosphaera           <NA>   0.2533369854
#> 579                                  <NA>           <NA>  -0.1157653186
#> 580                                  <NA>           <NA>  -0.2128598629
#> 581                    Methanobrevibacter           <NA>  -0.0035730956
#> 582                             UC5-1-2E3           <NA>  -0.0272639002
#> 583               Ruminococcaceae UCG-003           <NA>   0.0741927638
#> 584                        Ruminococcus 1           <NA>  -0.1650081113
#> 585                      Faecalibacterium    prausnitzii   0.0449551837
#> 586                                  <NA>           <NA>  -0.0111928771
#> 587                                  <NA>           <NA>   0.0296920939
#> 588                        Paraprevotella           <NA>   0.0878934447
#> 589                                  <NA>           <NA>   0.0744946027
#> 590                          Oscillospira           <NA>   0.8599912605
#> 591         Christensenellaceae R-7 group           <NA>  -0.0197038409
#> 592                                  <NA>           <NA>   0.1298019449
#> 593                         Coprococcus 2           <NA>   0.0363532026
#> 594                            Holdemania           <NA>  -0.1136715785
#> 595                                  <NA>           <NA>   0.1093184142
#> 596                           Peptococcus           <NA>   0.0452514825
#> 597                                  <NA>           <NA>   0.0066876448
#> 598                                Rothia           <NA>   0.1763851913
#> 599                                  <NA>           <NA>   0.0921237512
#> 600                         Lactobacillus           <NA>   0.1903120295
#> 601         Ruminococcaceae NK4A214 group           <NA>  -0.0648345511
#> 602                                  <NA>           <NA>   0.2002128582
#> 603                           Eubacterium           <NA>   0.2674314386
#> 604                                  <NA>           <NA>   0.2399428344
#> 605                                  <NA>           <NA>  -0.1663806530
#> 606                   Ruminiclostridium 6           <NA>   0.0479933819
#> 607                                  <NA>           <NA>  -0.0081805737
#> 608                             Alistipes           <NA>   0.1320683400
#> 609                           Merdibacter           <NA>  -0.3180796468
#> 610                         Butyricimonas           <NA>  -0.0945308977
#> 611                                  <NA>           <NA>  -0.1093504244
#> 612                           Allisonella           <NA>  -0.1016553234
#> 613                                  <NA>           <NA>   0.2502832985
#> 614               Ruminococcaceae UCG-011           <NA>   0.4656760248
#> 615                                  <NA>           <NA>   0.2599755562
#> 616                                  <NA>           <NA>  -0.1056188792
#> 617                           Coprobacter           <NA>   0.1400310952
#> 618                           Barnesiella           <NA>   0.4184244342
#> 619                             Olsenella           <NA>   0.2471554826
#> 620                           Bacteroides           <NA>  -0.0089230609
#> 621              Family XIII AD3011 group           <NA>  -0.1473545200
#> 622         Ruminococcaceae NK4A214 group           <NA>   0.2374682152
#> 623                          Prevotella 9           <NA>  -0.0105441525
#> 624                           Clostridium           <NA>   0.0445463264
#> 625                                  <NA>           <NA>  -0.1005111247
#> 626                                  <NA>           <NA>  -0.0931995677
#> 627                                  <NA>           <NA>   0.0855623407
#> 628                         Undibacterium           <NA>  -0.1825916574
#> 629                         Lactobacillus           <NA>  -0.5450130260
#> 630                                  <NA>           <NA>  -0.0477519800
#> 631                                  <NA>           <NA>   0.0163499864
#> 632                          Harryflintia           <NA>  -0.2062292840
#> 633                                  <NA>           <NA>   0.2824276722
#> 634                               Blautia           <NA>  -0.1482277551
#> 635            [Eubacterium] hallii group           <NA>  -0.1574008923
#> 636                                  <NA>           <NA>  -0.0942306002
#> 637                        Ruminococcus 1           <NA>   0.0504022593
#> 638                         Oscillibacter           <NA>  -0.2706391173
#> 639 [Eubacterium] coprostanoligenes group           <NA>   0.0622107385
#> 640                        Butyricicoccus           <NA>  -0.8426520463
#> 641                                  <NA>           <NA>  -0.2069291947
#> 642                           Actinomyces           <NA>  -0.1645883596
#> 643                          Anaerostipes           <NA>   0.6200539543
#> 644                                  <NA>           <NA>  -0.0471713642
#> 645                                  <NA>           <NA>   0.2771548555
#> 646                                  <NA>           <NA>  -0.1228007524
#> 647                                DTU089           <NA>  -0.0363893995
#> 648                           Clostridium           <NA>   0.1915846321
#> 649                             Alistipes           <NA>   0.2979591041
#> 650                                  <NA>           <NA>  -0.0131229713
#> 651                   Family XIII UCG-001           <NA>   0.0322552745
#> 652                                  <NA>           <NA>   0.2338937549
#> 653                                  <NA>           <NA>   0.0518316383
#> 654                  Escherichia/Shigella           <NA>   0.4912946411
#> 655                         Enterorhabdus           <NA>  -0.0224803716
#> 656                                  <NA>           <NA>  -0.0428670113
#> 657                               Blautia          obeum  -0.0640699930
#> 658                                  <NA>           <NA>   0.1468208049
#> 659                     Anaerosporobacter           <NA>  -0.2781733520
#> 660                              CHKCI001           <NA>  -0.1453436000
#> 661              Family XIII AD3011 group           <NA>   0.0338680345
#> 662                                  <NA>           <NA>  -0.5438187490
#> 663                                  <NA>           <NA>  -0.0150113897
#> 664                                  <NA>           <NA>  -0.1003884484
#> 665                             Ralstonia           <NA>  -0.2130761450
#> 666          Lachnospiraceae NC2004 group           <NA>   0.0446067459
#> 667               Ruminococcaceae UCG-014           <NA>  -0.0451761998
#> 668                                  <NA>           <NA>   0.1354433459
#> 669                                  <NA>           <NA>  -0.1282602761
#> 670                             Alistipes           <NA>   0.0253069988
#> 671                                  <NA>           <NA>   0.3057056283
#> 672                           Bacteroides           <NA>   0.2183693870
#> 673               Ruminococcaceae UCG-011           <NA>   0.1043045148
#> 674                                  <NA>           <NA>   0.2874421902
#> 675                             Alistipes           <NA>   0.0261064075
#> 676                                  <NA>           <NA>  -0.1385265421
#> 677                             Dialister           <NA>  -0.4331979075
#> 678                          Tyzzerella 4           <NA>  -0.0189305162
#> 679                                  <NA>           <NA>   0.0697290305
#> 680                                  <NA>           <NA>  -0.0920854135
#> 681                                  <NA>           <NA>   0.0866535030
#> 682                                  <NA>           <NA>  -0.2042698470
#> 683                           Collinsella           <NA>  -0.1270557416
#> 684               Ruminococcaceae UCG-010           <NA>   0.2972364202
#> 685 [Eubacterium] coprostanoligenes group           <NA>  -0.0508912599
#> 686                         Lactobacillus           <NA>  -0.9261280011
#> 687               Lachnospiraceae UCG-004           <NA>  -0.2442585384
#> 688                           Anaerofilum           <NA>   0.1166460448
#> 689                                  <NA>           <NA>   0.0812717849
#> 690                            Romboutsia           <NA>   0.0494350525
#> 691                               Blautia           <NA>   0.3832344009
#> 692             Coriobacteriaceae UCG-002           <NA>  -0.4492096153
#> 693                                  <NA>           <NA>  -0.1052453852
#> 694               Ruminococcaceae UCG-002           <NA>   0.0769715055
#> 695                                  <NA>           <NA>   0.0529437886
#> 696                                Rothia           <NA>  -0.0082589720
#> 697                         GCA-900066225           <NA>  -0.0986753998
#> 698                          Anaeroplasma           <NA>   0.3609607484
#> 699                                  <NA>           <NA>  -0.1267549211
#> 700                               Blautia           <NA>  -0.3442730977
#> 701                           Bacteroides           <NA>   0.0063527139
#> 702                                  <NA>           <NA>   0.0314137328
#> 703                     Lachnoclostridium           <NA>  -0.0682866990
#> 704                      Terrisporobacter           <NA>  -0.0675637802
#> 705                                  <NA>           <NA>  -0.0129517871
#> 706                                  <NA>           <NA>   0.3090275880
#> 707                                  <NA>           <NA>   0.0124912806
#> 708                         Lactobacillus           <NA>  -0.0142947283
#> 709                           Lachnotalea           <NA>  -0.1449776755
#> 710                Erysipelatoclostridium           <NA>   0.0705990507
#> 711                             Roseburia        hominis  -0.1644001479
#> 712                           Leuconostoc           <NA>  -0.4984266550
#> 713                               Blautia           <NA>  -0.0805002023
#> 714                                  <NA>           <NA>   0.1586465589
#> 715                   Ruminiclostridium 9           <NA>   0.3194534582
#> 716                                  <NA>           <NA>  -0.4408017826
#> 717                            Sutterella           <NA>   0.5755740918
#> 718                                  <NA>           <NA>  -0.1700253461
#> 719                               UBA1819           <NA>  -0.0309656340
#> 720                                  <NA>           <NA>   0.2252337588
#> 721                   Ruminiclostridium 5           <NA>  -0.2948000891
#> 722               Ruminococcaceae UCG-014           <NA>   0.1029082624
#> 723                       Christensenella           <NA>  -0.1262085896
#> 724                          Anaerofustis           <NA>   0.0942717000
#> 725                                  <NA>           <NA>   0.2206980050
#> 726                                  <NA>           <NA>   0.0167606480
#> 727                           Victivallis           <NA>   0.1494492765
#> 728                                  <NA>           <NA>  -0.2175492138
#> 729                   Ruminiclostridium 5           <NA>  -0.2400928314
#> 730                     Lachnoclostridium           <NA>   0.2388421312
#> 731                                  <NA>           <NA>  -0.0603719761
#> 732         Ruminococcaceae NK4A214 group           <NA>  -0.1856880781
#> 733                                  <NA>           <NA>  -0.1065473426
#> 734                        Butyricicoccus           <NA>   0.1723322461
#> 735                     Lachnoclostridium           <NA>   0.0784094953
#> 736               Lachnospiraceae UCG-001           <NA>  -0.0149413465
#> 737                                  <NA>           <NA>   0.0881386747
#> 738                                  <NA>           <NA>  -0.0344302684
#> 739               Ruminococcaceae UCG-011           <NA>   0.1571719635
#> 740                                  <NA>           <NA>   0.1058513181
#> 741                                  <NA>           <NA>   0.0722777900
#> 742                                  <NA>           <NA>   0.0258545546
#> 743                                  <NA>           <NA>   0.1951990525
#> 744               Ruminococcaceae UCG-010           <NA>   0.2928010901
#> 745                               Slackia           <NA>   0.0915323028
#> 746                                  <NA>           <NA>   0.0358228517
#> 747                                  <NA>           <NA>   0.1809241860
#> 748                     Lachnoclostridium           <NA>  -0.1322190665
#> 749                           Coprococcus           <NA>  -0.0978661444
#> 750               Ruminococcaceae UCG-014           <NA>  -0.0465666808
#> 751                           Bacteroides           <NA>   0.0150080455
#> 752                                  <NA>           <NA>  -0.0250923088
#> 753                             Roseburia           <NA>  -0.1453725211
#> 754                          Oscillospira           <NA>   0.3656444175
#> 755                      Negativibacillus           <NA>   0.0747409177
#> 756                               Blautia           <NA>  -0.0350503163
#> 757                         Streptococcus           <NA>  -0.0488385236
#> 758                                  <NA>           <NA>   0.1031894524
#> 759                      Faecalibacterium    prausnitzii  -0.0802813722
#> 760                                  <NA>           <NA>  -0.0202930903
#> 761                                  <NA>           <NA>   0.3256043039
#> 762         Christensenellaceae R-7 group           <NA>  -0.0377937905
#> 763                               Sarcina           <NA>  -0.4858343671
#> 764         Christensenellaceae R-7 group           <NA>  -0.0827786010
#> 765                                  <NA>           <NA>   0.5343554658
#> 766                         Oscillibacter           <NA>   0.1125294786
#> 767                  Pseudoflavonifractor           <NA>  -0.0191952473
#> 768                            Howardella           <NA>  -0.0148794929
#> 769              Family XIII AD3011 group           <NA>  -0.1241183332
#> 770                                  <NA>           <NA>  -0.2737843621
#> 771                               Blautia           <NA>   0.2798038160
#> 772                                  <NA>           <NA>   0.0094253636
#> 773               Ruminococcaceae UCG-002           <NA>  -0.2363406881
#> 774                            Hungatella           <NA>  -0.1085046677
#> 775                                  <NA>           <NA>   0.1499748593
#> 776                           Coprococcus           <NA>  -0.0669881846
#> 777         Ruminococcaceae NK4A214 group           <NA>   0.4023109309
#> 778         Ruminococcaceae NK4A214 group           <NA>   0.2152427253
#> 779                                  <NA>           <NA>   0.6239486017
#> 780                                  <NA>           <NA>  -0.2381424485
#> 781                          Oscillospira           <NA>   0.1039293069
#> 782             Defluviitaleaceae UCG-011           <NA>  -0.0282338181
#> 783                           Bacteroides           <NA>  -0.0981352416
#> 784                           Sporobacter           <NA>  -0.2195189116
#> 785                             Roseburia           <NA>  -0.1721756518
#> 786           Erysipelotrichaceae UCG-003           <NA>  -0.0542673444
#> 787       [Ruminococcus] gauvreauii group           <NA>   0.2226972626
#> 788          Lachnospiraceae ND3007 group           <NA>  -0.0110917984
#> 789                          Anaerostipes           <NA>   0.0210849774
#> 790                                  <NA>           <NA>  -0.0517702557
#> 791                                  <NA>           <NA>   0.1333130845
#> 792                          Ruminococcus         gnavus   0.0076225855
#> 793                           Oxalobacter           <NA>  -0.0029016813
#> 794                                  <NA>           <NA>  -0.1956537643
#> 795                                  <NA>           <NA>   0.0620942057
#> 796                                  <NA>           <NA>   0.0178389222
#> 797           [Eubacterium] eligens group           <NA>   0.0121880160
#> 798                                  <NA>           <NA>   0.1853705466
#> 799                                  <NA>           <NA>   0.2513872166
#> 800                             Alistipes           <NA>   0.1159715172
#> 801                       Bifidobacterium           <NA>  -0.3749326094
#> 802                                  <NA>           <NA>   0.1419479458
#> 803                        Butyricicoccus           <NA>  -0.0505284548
#> 804       [Ruminococcus] gauvreauii group           <NA>   0.1284077486
#> 805                                  <NA>           <NA>  -0.0344426671
#> 806          Lachnospiraceae NC2004 group           <NA>  -0.0801691811
#> 807                   Ruminiclostridium 9           <NA>   0.0368430976
#> 808                           Leuconostoc           <NA>  -0.1080470783
#> 809                                  <NA>           <NA>  -0.0466610299
#> 810                                  <NA>           <NA>            Inf
#> 811                   Ruminiclostridium 9           <NA>   0.2243729171
#> 812                          Turicibacter           <NA>  -0.1612877162
#> 813                                  <NA>           <NA>  -0.1097085982
#> 814                                  <NA>           <NA>   0.0584325755
#> 815                             Alistipes           <NA>   0.1663986705
#> 816                           Bacteroides           <NA>  -0.0751151596
#> 817                                  <NA>           <NA>   0.1134459054
#> 818                                  <NA>           <NA>  -0.0206082868
#> 819                                  <NA>           <NA>  -0.0125886814
#> 820                           Bacteroides           <NA>   0.4645385306
#> 821                          Oscillospira           <NA>   0.0721008216
#> 822                           Anaerofilum           <NA>  -0.1318266120
#> 823               Lachnospiraceae UCG-010           <NA>   0.3358479233
#> 824                           Eubacterium           <NA>   0.0156371238
#> 825                               Blautia           <NA>  -0.4555503838
#> 826                         Desulfovibrio           <NA>   0.0921408262
#> 827                           Veillonella           <NA>  -0.0768237111
#> 828                                  <NA>           <NA>   0.0784712534
#> 829                           Clostridium           <NA>  -0.2737137279
#> 830               Ruminococcaceae UCG-013           <NA>   0.0644071372
#> 831                                  <NA>           <NA>  -0.0043589312
#> 832                                  <NA>           <NA>  -0.3304471293
#> 833               Ruminococcaceae UCG-009           <NA>  -0.1646544371
#> 834                           Bacteroides           <NA>  -0.0019438243
#> 835                        Eisenbergiella           <NA>   0.0310297705
#> 836                         Papillibacter           <NA>  -0.0490030603
#> 837                               Blautia           <NA>  -0.2356354856
#> 838                         GCA-900066755           <NA>   0.1603379505
#> 839                                  <NA>           <NA>   0.0106234181
#> 840               Ruminococcaceae UCG-010           <NA>   0.0345031909
#> 841                       Parabacteroides           <NA>   0.3557588120
#> 842          Lachnospiraceae ND3007 group           <NA>   0.1943772865
#> 843                   Ruminiclostridium 5           <NA>  -0.6016325675
#> 844                                  <NA>           <NA>  -0.1050182433
#> 845               Ruminococcaceae UCG-005           <NA>   0.0448851245
#> 846                          Holdemanella           <NA>   0.0510812836
#> 847                                  <NA>           <NA>  -0.0043887218
#> 848                          Ruminococcus        torques   0.0891004979
#> 849                                  <NA>           <NA>  -0.1109560134
#> 850                                  <NA>           <NA>  -0.0516986746
#> 851         Christensenellaceae R-7 group           <NA>   0.2330441245
#> 852                                  <NA>           <NA>   0.3748517713
#> 853       [Ruminococcus] gauvreauii group           <NA>  -0.0331559894
#> 854         Ruminococcaceae NK4A214 group           <NA>   0.1509565390
#> 855                                  <NA>           <NA>  -0.1223967451
#> 856                                  <NA>           <NA>   0.0013072497
#> 857                       Parabacteroides           <NA>   0.1199435282
#> 858                        Intestinimonas           <NA>   0.3793453738
#> 859               Ruminococcaceae UCG-004           <NA>  -0.0932829404
#> 860            [Eubacterium] hallii group           <NA>  -0.0089072973
#> 861                                  <NA>           <NA>   0.1716608881
#> 862                                  <NA>           <NA>  -0.1221564957
#> 863                     Ruminiclostridium           <NA>   0.2417330071
#> 864                               Blautia           <NA>   0.2723027824
#> 865                           Bacteroides           <NA>  -0.0773629533
#> 866                      Faecalibacterium    prausnitzii   0.0630996413
#> 867                            Sellimonas           <NA>   0.2909569159
#> 868                         Butyricimonas           <NA>  -0.0693002895
#> 869               Ruminococcaceae UCG-008           <NA>   0.0339829716
#> 870                      Senegalimassilia           <NA>  -0.0498979596
#> 871                          Faecalitalea           <NA>  -0.0453513134
#> 872                                  <NA>           <NA>   0.0115794878
#> 873                         Desulfovibrio           <NA>   0.0395796254
#> 874                                  <NA>           <NA>  -0.0635617804
#> 875                                  <NA>           <NA>  -0.0535775595
#> 876                               Blautia           <NA>  -0.3488652014
#> 877                           Coprococcus           <NA>  -0.0522404128
#> 878               Ruminococcaceae UCG-014           <NA>  -0.4407905801
#> 879             Defluviitaleaceae UCG-011           <NA>   0.1274210340
#> 880                Erysipelatoclostridium           <NA>  -0.0635617804
#> 881                             Olsenella           <NA>  -0.1508025002
#> 882                                  <NA>           <NA>  -0.0956494395
#> 883           Erysipelotrichaceae UCG-003           <NA>   0.0414457318
#> 884                   Family XIII UCG-001           <NA>  -0.0953758047
#> 885                                  <NA>           <NA>   0.0954031216
#> 886               Ruminococcaceae UCG-011           <NA>  -0.0005100347
#> 887                                  <NA>           <NA>   0.4154601096
#> 888                                  <NA>           <NA>  -0.0454635583
#> 889                      Fusicatenibacter saccharivorans  -0.1344902048
#> 890                         GCA-900066225           <NA>  -0.2297720770
#> 891               Lachnospiraceae UCG-010           <NA>  -0.0453369603
#> 892                             Roseburia           <NA>  -0.2129969486
#> 893                          Ruminococcus           <NA>   0.0145563024
#> 894                             Roseburia           <NA>   0.0166910858
#> 895                        Butyricicoccus           <NA>  -0.0351175597
#> 896               Ruminococcaceae UCG-014           <NA>   0.1253103089
#> 897                           Bacteroides           <NA>   0.1465320857
#> 898                         Lactobacillus           <NA>  -0.5914779664
#> 899                          Prevotella 9           <NA>   0.2540775472
#> 900                         Anaerotruncus           <NA>   0.0576808106
#> 901                     Lachnoclostridium           <NA>   0.1689731370
#> 902           [Eubacterium] eligens group           <NA>  -0.0760463525
#>     Prevalence.C Prevalence.L1 Enriched
#> 1     0.84782609   0.830985915        C
#> 2     0.22282609   0.183098592        C
#> 3     0.29891304   0.417840376       L1
#> 4     0.99456522   0.962441315        C
#> 5     0.23369565   0.178403756        C
#> 6     0.32065217   0.319248826        C
#> 7     0.44565217   0.361502347        C
#> 8     0.10869565   0.098591549       L1
#> 9     0.69565217   0.802816901       L1
#> 10    0.29891304   0.295774648       L1
#> 11    0.58695652   0.582159624        C
#> 12    0.13043478   0.140845070       L1
#> 13    0.21739130   0.178403756        C
#> 14    0.11956522   0.117370892        C
#> 15    0.11413043   0.136150235       L1
#> 16    0.10326087   0.112676056        C
#> 17    0.13043478   0.103286385        C
#> 18    0.50543478   0.492957746        C
#> 19    0.13043478   0.183098592       L1
#> 20    0.40217391   0.417840376       L1
#> 21    0.41304348   0.352112676        C
#> 22    0.32608696   0.370892019       L1
#> 23    0.42934783   0.403755869       L1
#> 24    0.64673913   0.647887324       L1
#> 25    0.25543478   0.262910798       L1
#> 26    0.98369565   0.985915493        C
#> 27    0.16847826   0.169014085       L1
#> 28    0.22826087   0.197183099        C
#> 29    0.11956522   0.159624413        C
#> 30    0.45108696   0.507042254        C
#> 31    0.18478261   0.206572770       L1
#> 32    0.17391304   0.187793427       L1
#> 33    0.13043478   0.103286385        C
#> 34    0.14673913   0.164319249       L1
#> 35    0.16847826   0.107981221        C
#> 36    0.16304348   0.173708920       L1
#> 37    0.30978261   0.356807512        C
#> 38    0.13586957   0.112676056        C
#> 39    0.17934783   0.183098592       L1
#> 40    0.17391304   0.131455399        C
#> 41    0.21195652   0.215962441        C
#> 42    0.73913043   0.741784038       L1
#> 43    0.14673913   0.267605634       L1
#> 44    0.30434783   0.328638498       L1
#> 45    0.70108696   0.633802817        C
#> 46    0.34239130   0.352112676       L1
#> 47    0.36956522   0.436619718       L1
#> 48    0.71195652   0.708920188       L1
#> 49    0.22282609   0.230046948       L1
#> 50    0.11956522   0.159624413        C
#> 51    0.17391304   0.154929577        C
#> 52    0.59782609   0.539906103       L1
#> 53    0.09239130   0.126760563        C
#> 54    0.21739130   0.239436620       L1
#> 55    0.55978261   0.558685446       L1
#> 56    0.17391304   0.164319249        C
#> 57    0.25543478   0.201877934        C
#> 58    0.11413043   0.122065728       L1
#> 59    0.75543478   0.788732394       L1
#> 60    0.11956522   0.079812207        C
#> 61    0.13043478   0.140845070       L1
#> 62    0.26086957   0.211267606        C
#> 63    0.15760870   0.136150235        C
#> 64    0.53260870   0.511737089        C
#> 65    0.36413043   0.356807512       L1
#> 66    0.08152174   0.126760563       L1
#> 67    0.11956522   0.173708920       L1
#> 68    0.13586957   0.117370892        C
#> 69    0.32608696   0.333333333        C
#> 70    0.27173913   0.258215962       L1
#> 71    0.95652174   0.957746479        C
#> 72    0.90217391   0.924882629       L1
#> 73    0.10869565   0.093896714        C
#> 74    0.35326087   0.394366197        C
#> 75    0.27173913   0.272300469        C
#> 76    0.83152174   0.784037559        C
#> 77    0.19021739   0.225352113       L1
#> 78    0.29347826   0.328638498       L1
#> 79    0.21739130   0.244131455       L1
#> 80    0.18478261   0.112676056        C
#> 81    0.28260870   0.314553991       L1
#> 82    0.20652174   0.234741784       L1
#> 83    0.12500000   0.183098592       L1
#> 84    0.27173913   0.253521127        C
#> 85    0.20652174   0.248826291       L1
#> 86    0.16847826   0.145539906       L1
#> 87    0.09782609   0.103286385       L1
#> 88    0.29347826   0.258215962       L1
#> 89    0.48913043   0.483568075       L1
#> 90    0.11413043   0.140845070       L1
#> 91    0.14130435   0.234741784       L1
#> 92    0.09782609   0.140845070       L1
#> 93    0.66304348   0.741784038       L1
#> 94    0.23369565   0.276995305       L1
#> 95    0.17934783   0.197183099        C
#> 96    0.20108696   0.281690141        C
#> 97    0.15217391   0.098591549        C
#> 98    0.13043478   0.117370892        C
#> 99    0.06521739   0.136150235       L1
#> 100   0.81521739   0.840375587       L1
#> 101   0.31521739   0.323943662        C
#> 102   0.17391304   0.140845070        C
#> 103   0.14130435   0.187793427       L1
#> 104   0.50543478   0.483568075       L1
#> 105   0.27717391   0.272300469       L1
#> 106   0.13586957   0.140845070        C
#> 107   0.19021739   0.192488263        C
#> 108   0.91304348   0.938967136       L1
#> 109   0.31521739   0.352112676       L1
#> 110   0.16304348   0.117370892        C
#> 111   0.65760870   0.690140845       L1
#> 112   0.22282609   0.206572770        C
#> 113   0.14130435   0.131455399       L1
#> 114   0.17934783   0.192488263       L1
#> 115   0.44021739   0.422535211       L1
#> 116   0.16847826   0.187793427        C
#> 117   0.48913043   0.516431925       L1
#> 118   0.94565217   0.971830986        C
#> 119   0.73913043   0.816901408       L1
#> 120   0.11413043   0.079812207       L1
#> 121   0.40217391   0.460093897       L1
#> 122   0.21739130   0.220657277       L1
#> 123   0.21195652   0.187793427        C
#> 124   0.15760870   0.239436620       L1
#> 125   0.62500000   0.685446009        C
#> 126   0.13043478   0.211267606       L1
#> 127   0.26630435   0.244131455        C
#> 128   0.18478261   0.131455399        C
#> 129   0.23369565   0.239436620        C
#> 130   0.70652174   0.704225352        C
#> 131   0.26086957   0.173708920       L1
#> 132   0.79347826   0.788732394       L1
#> 133   0.23369565   0.267605634       L1
#> 134   0.89130435   0.910798122        C
#> 135   0.60869565   0.549295775        C
#> 136   0.31521739   0.258215962        C
#> 137   0.16304348   0.103286385        C
#> 138   0.13586957   0.098591549        C
#> 139   0.11413043   0.084507042       L1
#> 140   0.12500000   0.164319249       L1
#> 141   0.42391304   0.384976526        C
#> 142   0.22826087   0.234741784        C
#> 143   0.38586957   0.291079812        C
#> 144   0.17391304   0.225352113       L1
#> 145   0.15217391   0.136150235       L1
#> 146   0.11413043   0.159624413       L1
#> 147   0.16304348   0.211267606        C
#> 148   0.70652174   0.647887324        C
#> 149   0.13043478   0.215962441       L1
#> 150   0.14673913   0.150234742        C
#> 151   0.19021739   0.220657277       L1
#> 152   0.09239130   0.126760563        C
#> 153   0.09782609   0.136150235        C
#> 154   0.14673913   0.131455399        C
#> 155   0.16847826   0.178403756       L1
#> 156   0.11956522   0.107981221       L1
#> 157   0.82065217   0.807511737       L1
#> 158   0.26086957   0.258215962        C
#> 159   0.93478261   0.915492958        C
#> 160   0.85869565   0.859154930        C
#> 161   0.41847826   0.394366197       L1
#> 162   0.20108696   0.169014085        C
#> 163   0.28260870   0.286384977        C
#> 164   0.69565217   0.704225352        C
#> 165   0.62500000   0.610328638       L1
#> 166   0.70652174   0.741784038       L1
#> 167   0.33695652   0.427230047        C
#> 168   0.11956522   0.103286385       L1
#> 169   0.17391304   0.192488263       L1
#> 170   0.10326087   0.154929577       L1
#> 171   0.34782609   0.300469484       L1
#> 172   0.53804348   0.600938967       L1
#> 173   0.21195652   0.197183099       L1
#> 174   0.24456522   0.220657277       L1
#> 175   0.11956522   0.136150235       L1
#> 176   0.22282609   0.225352113        C
#> 177   0.32065217   0.384976526       L1
#> 178   0.25000000   0.309859155       L1
#> 179   0.77717391   0.779342723        C
#> 180   0.13043478   0.173708920        C
#> 181   0.23913043   0.211267606        C
#> 182   0.56521739   0.544600939        C
#> 183   0.11956522   0.093896714        C
#> 184   0.07065217   0.107981221       L1
#> 185   0.27173913   0.211267606        C
#> 186   0.89130435   0.826291080        C
#> 187   0.42934783   0.460093897       L1
#> 188   0.34239130   0.295774648        C
#> 189   0.75000000   0.751173709       L1
#> 190   0.16304348   0.253521127       L1
#> 191   0.89673913   0.882629108       L1
#> 192   0.17391304   0.164319249        C
#> 193   0.11956522   0.103286385        C
#> 194   0.12500000   0.145539906        C
#> 195   0.15217391   0.150234742        C
#> 196   0.26630435   0.206572770        C
#> 197   0.16847826   0.206572770       L1
#> 198   0.37500000   0.384976526       L1
#> 199   0.17934783   0.192488263        C
#> 200   0.11956522   0.093896714       L1
#> 201   0.46195652   0.417840376        C
#> 202   0.13043478   0.140845070        C
#> 203   0.09239130   0.131455399       L1
#> 204   0.16847826   0.154929577        C
#> 205   0.51086957   0.516431925        C
#> 206   0.17934783   0.136150235        C
#> 207   0.13043478   0.093896714        C
#> 208   0.29347826   0.291079812       L1
#> 209   0.10869565   0.122065728       L1
#> 210   0.25543478   0.276995305        C
#> 211   0.16304348   0.230046948       L1
#> 212   0.79891304   0.788732394       L1
#> 213   0.19565217   0.201877934        C
#> 214   0.33695652   0.328638498        C
#> 215   0.08695652   0.154929577       L1
#> 216   0.52173913   0.516431925       L1
#> 217   0.10326087   0.159624413       L1
#> 218   0.58695652   0.680751174       L1
#> 219   0.12500000   0.140845070       L1
#> 220   0.11956522   0.131455399       L1
#> 221   0.09782609   0.107981221        C
#> 222   0.51086957   0.497652582       L1
#> 223   0.63586957   0.638497653        C
#> 224   0.20108696   0.201877934        C
#> 225   0.13586957   0.103286385       L1
#> 226   0.13586957   0.107981221        C
#> 227   0.33152174   0.276995305        C
#> 228   0.18478261   0.183098592       L1
#> 229   0.12500000   0.136150235        C
#> 230   0.41304348   0.417840376       L1
#> 231   0.29347826   0.314553991        C
#> 232   0.12500000   0.126760563       L1
#> 233   0.17934783   0.201877934        C
#> 234   0.17391304   0.211267606        C
#> 235   0.26630435   0.262910798       L1
#> 236   0.19021739   0.220657277       L1
#> 237   0.73369565   0.737089202        C
#> 238   0.36956522   0.361502347       L1
#> 239   0.12500000   0.084507042       L1
#> 240   0.21739130   0.253521127       L1
#> 241   0.10869565   0.103286385        C
#> 242   0.34239130   0.281690141        C
#> 243   0.20652174   0.258215962       L1
#> 244   0.13586957   0.107981221       L1
#> 245   0.12500000   0.089201878        C
#> 246   0.38043478   0.389671362        C
#> 247   0.10869565   0.075117371        C
#> 248   0.20652174   0.164319249       L1
#> 249   0.13586957   0.131455399       L1
#> 250   0.18478261   0.234741784       L1
#> 251   0.11413043   0.187793427       L1
#> 252   0.25543478   0.281690141        C
#> 253   0.89130435   0.840375587        C
#> 254   0.11413043   0.136150235        C
#> 255   0.08152174   0.112676056       L1
#> 256   0.79347826   0.802816901        C
#> 257   0.14130435   0.150234742        C
#> 258   0.92391304   0.906103286        C
#> 259   0.11956522   0.126760563       L1
#> 260   0.57608696   0.563380282       L1
#> 261   0.48369565   0.488262911        C
#> 262   0.10869565   0.145539906       L1
#> 263   0.10869565   0.098591549       L1
#> 264   0.86956522   0.873239437        C
#> 265   0.11413043   0.093896714       L1
#> 266   0.85326087   0.906103286       L1
#> 267   0.80978261   0.727699531        C
#> 268   0.36413043   0.422535211       L1
#> 269   0.21739130   0.201877934       L1
#> 270   0.06521739   0.112676056       L1
#> 271   0.38586957   0.366197183        C
#> 272   0.22282609   0.215962441       L1
#> 273   0.10869565   0.140845070       L1
#> 274   0.08152174   0.117370892       L1
#> 275   0.60326087   0.633802817       L1
#> 276   0.33152174   0.295774648       L1
#> 277   0.67391304   0.629107981        C
#> 278   0.08695652   0.117370892       L1
#> 279   0.40760870   0.455399061       L1
#> 280   0.63586957   0.676056338       L1
#> 281   0.51630435   0.539906103       L1
#> 282   0.09782609   0.164319249       L1
#> 283   0.17934783   0.234741784       L1
#> 284   0.13586957   0.173708920       L1
#> 285   0.39130435   0.399061033       L1
#> 286   0.61956522   0.563380282        C
#> 287   0.57065217   0.596244131       L1
#> 288   0.15760870   0.140845070        C
#> 289   0.14130435   0.159624413       L1
#> 290   0.31521739   0.361502347        C
#> 291   0.17934783   0.248826291        C
#> 292   0.23913043   0.234741784       L1
#> 293   0.16847826   0.201877934        C
#> 294   0.42391304   0.399061033       L1
#> 295   0.13586957   0.126760563        C
#> 296   0.95652174   0.957746479        C
#> 297   0.09239130   0.107981221       L1
#> 298   0.21739130   0.187793427        C
#> 299   0.82065217   0.802816901        C
#> 300   0.76086957   0.741784038       L1
#> 301   0.97282609   0.953051643       L1
#> 302   0.61956522   0.582159624       L1
#> 303   0.59239130   0.525821596       L1
#> 304   0.69021739   0.704225352       L1
#> 305   0.98369565   0.990610329        C
#> 306   0.21739130   0.225352113        C
#> 307   0.36413043   0.342723005        C
#> 308   0.28260870   0.267605634        C
#> 309   0.13586957   0.145539906        C
#> 310   0.07608696   0.131455399       L1
#> 311   0.98369565   0.985915493       L1
#> 312   0.87500000   0.868544601        C
#> 313   0.20108696   0.239436620       L1
#> 314   0.36413043   0.380281690       L1
#> 315   0.27173913   0.338028169       L1
#> 316   0.10326087   0.075117371        C
#> 317   0.48913043   0.507042254       L1
#> 318   0.08152174   0.117370892       L1
#> 319   0.23369565   0.230046948       L1
#> 320   0.45108696   0.544600939       L1
#> 321   0.93478261   0.929577465       L1
#> 322   0.42391304   0.469483568       L1
#> 323   0.45108696   0.502347418       L1
#> 324   0.82065217   0.779342723        C
#> 325   0.22282609   0.197183099        C
#> 326   0.16304348   0.169014085        C
#> 327   0.09782609   0.098591549       L1
#> 328   0.12500000   0.089201878        C
#> 329   0.16304348   0.201877934       L1
#> 330   0.28804348   0.234741784        C
#> 331   0.10869565   0.122065728       L1
#> 332   0.16304348   0.154929577        C
#> 333   0.51630435   0.422535211        C
#> 334   0.11413043   0.093896714        C
#> 335   0.18478261   0.215962441        C
#> 336   0.23913043   0.286384977       L1
#> 337   0.30434783   0.422535211       L1
#> 338   0.07608696   0.075117371       L1
#> 339   0.41847826   0.441314554        C
#> 340   0.10326087   0.107981221        C
#> 341   0.09239130   0.126760563       L1
#> 342   0.78804348   0.849765258       L1
#> 343   0.12500000   0.098591549        C
#> 344   0.89130435   0.840375587        C
#> 345   0.16304348   0.183098592       L1
#> 346   0.20108696   0.230046948        C
#> 347   0.42934783   0.417840376        C
#> 348   0.50000000   0.413145540        C
#> 349   0.70652174   0.690140845       L1
#> 350   0.51630435   0.521126761       L1
#> 351   0.46739130   0.488262911       L1
#> 352   0.90217391   0.877934272       L1
#> 353   0.16304348   0.211267606       L1
#> 354   0.25000000   0.276995305       L1
#> 355   0.88043478   0.892018779        C
#> 356   0.12500000   0.126760563       L1
#> 357   0.34239130   0.314553991        C
#> 358   0.16847826   0.140845070        C
#> 359   0.32065217   0.347417840        C
#> 360   0.38043478   0.309859155        C
#> 361   0.13043478   0.075117371        C
#> 362   0.08152174   0.126760563       L1
#> 363   0.14130435   0.098591549       L1
#> 364   0.13043478   0.103286385        C
#> 365   0.25000000   0.253521127       L1
#> 366   0.28260870   0.300469484       L1
#> 367   0.14130435   0.107981221       L1
#> 368   0.25000000   0.347417840       L1
#> 369   0.10869565   0.117370892        C
#> 370   0.19565217   0.211267606       L1
#> 371   0.19021739   0.178403756        C
#> 372   0.27173913   0.164319249        C
#> 373   0.64130435   0.591549296        C
#> 374   0.19565217   0.187793427       L1
#> 375   0.22826087   0.183098592        C
#> 376   0.33695652   0.328638498        C
#> 377   0.34239130   0.403755869       L1
#> 378   0.58695652   0.605633803       L1
#> 379   0.22826087   0.258215962       L1
#> 380   0.11956522   0.136150235       L1
#> 381   0.44021739   0.483568075       L1
#> 382   0.77717391   0.699530516        C
#> 383   0.13586957   0.183098592       L1
#> 384   0.52717391   0.469483568        C
#> 385   0.21195652   0.178403756       L1
#> 386   0.12500000   0.122065728       L1
#> 387   0.23369565   0.291079812       L1
#> 388   0.11413043   0.117370892       L1
#> 389   0.47282609   0.441314554        C
#> 390   0.63586957   0.657276995       L1
#> 391   0.17391304   0.178403756        C
#> 392   0.18478261   0.201877934        C
#> 393   0.66304348   0.600938967        C
#> 394   0.09782609   0.136150235        C
#> 395   0.33152174   0.366197183       L1
#> 396   0.53260870   0.563380282       L1
#> 397   0.33152174   0.258215962        C
#> 398   0.46195652   0.384976526        C
#> 399   0.13586957   0.230046948       L1
#> 400   0.33152174   0.422535211       L1
#> 401   0.14673913   0.211267606       L1
#> 402   0.11956522   0.098591549        C
#> 403   0.59239130   0.516431925        C
#> 404   0.22826087   0.239436620       L1
#> 405   0.32608696   0.408450704       L1
#> 406   0.62500000   0.652582160        C
#> 407   0.31521739   0.333333333        C
#> 408   0.12500000   0.098591549       L1
#> 409   0.22282609   0.183098592        C
#> 410   0.47282609   0.450704225       L1
#> 411   0.21195652   0.262910798       L1
#> 412   0.24456522   0.234741784        C
#> 413   0.07608696   0.107981221       L1
#> 414   0.34239130   0.394366197       L1
#> 415   0.80434783   0.845070423       L1
#> 416   0.54347826   0.558685446       L1
#> 417   0.16847826   0.187793427        C
#> 418   0.55434783   0.568075117        C
#> 419   0.95108696   0.967136150        C
#> 420   0.12500000   0.089201878        C
#> 421   0.11956522   0.098591549        C
#> 422   0.05978261   0.065727700        C
#> 423   0.96739130   0.971830986        C
#> 424   0.50543478   0.478873239       L1
#> 425   0.86956522   0.835680751        C
#> 426   0.22826087   0.187793427        C
#> 427   0.75543478   0.784037559        C
#> 428   0.13043478   0.084507042       L1
#> 429   0.13043478   0.150234742       L1
#> 430   0.57065217   0.535211268       L1
#> 431   0.11956522   0.145539906        C
#> 432   0.20652174   0.211267606        C
#> 433   0.47282609   0.464788732        C
#> 434   0.13043478   0.154929577       L1
#> 435   0.11956522   0.136150235       L1
#> 436   0.22826087   0.244131455        C
#> 437   0.09782609   0.136150235        C
#> 438   0.19021739   0.169014085        C
#> 439   0.19021739   0.239436620       L1
#> 440   0.13586957   0.098591549        C
#> 441   0.11956522   0.197183099       L1
#> 442   0.21739130   0.267605634        C
#> 443   0.39673913   0.455399061        C
#> 444   0.93478261   0.957746479        C
#> 445   0.09239130   0.093896714        C
#> 446   0.66304348   0.629107981       L1
#> 447   0.10326087   0.112676056       L1
#> 448   0.14130435   0.117370892        C
#> 449   0.16304348   0.150234742       L1
#> 450   0.11413043   0.089201878        C
#> 451   0.31521739   0.291079812       L1
#> 452   0.75000000   0.798122066        C
#> 453   0.24456522   0.291079812       L1
#> 454   0.19021739   0.244131455       L1
#> 455   0.05434783   0.187793427       L1
#> 456   0.30434783   0.309859155       L1
#> 457   0.14673913   0.145539906        C
#> 458   0.08152174   0.084507042        C
#> 459   0.38043478   0.338028169        C
#> 460   0.17934783   0.145539906       L1
#> 461   0.20108696   0.201877934        C
#> 462   0.31521739   0.319248826        C
#> 463   0.55978261   0.507042254        C
#> 464   0.11413043   0.164319249       L1
#> 465   0.10869565   0.150234742       L1
#> 466   0.08695652   0.117370892       L1
#> 467   0.27717391   0.234741784       L1
#> 468   0.07608696   0.098591549       L1
#> 469   0.35869565   0.352112676        C
#> 470   0.21195652   0.281690141       L1
#> 471   0.08152174   0.107981221        C
#> 472   0.16304348   0.126760563        C
#> 473   0.13586957   0.150234742       L1
#> 474   0.98369565   0.976525822        C
#> 475   0.78804348   0.845070423        C
#> 476   0.14673913   0.140845070        C
#> 477   0.28260870   0.295774648        C
#> 478   0.28804348   0.267605634        C
#> 479   0.09782609   0.169014085       L1
#> 480   0.10869565   0.117370892        C
#> 481   0.51630435   0.525821596       L1
#> 482   0.20108696   0.140845070        C
#> 483   0.34782609   0.408450704       L1
#> 484   0.11413043   0.140845070        C
#> 485   0.24456522   0.239436620        C
#> 486   0.17934783   0.187793427        C
#> 487   0.14130435   0.122065728       L1
#> 488   0.65760870   0.671361502       L1
#> 489   0.07608696   0.093896714        C
#> 490   0.26630435   0.295774648        C
#> 491   0.16847826   0.183098592        C
#> 492   0.32608696   0.370892019       L1
#> 493   0.10869565   0.140845070        C
#> 494   0.29347826   0.253521127       L1
#> 495   0.67934783   0.708920188       L1
#> 496   0.23369565   0.253521127       L1
#> 497   0.25543478   0.295774648        C
#> 498   0.22826087   0.197183099       L1
#> 499   0.19565217   0.234741784       L1
#> 500   0.44565217   0.535211268        C
#> 501   0.08695652   0.103286385       L1
#> 502   0.09782609   0.107981221       L1
#> 503   1.00000000   1.000000000        C
#> 504   0.79891304   0.737089202        C
#> 505   0.38043478   0.338028169        C
#> 506   0.16304348   0.122065728        C
#> 507   0.15760870   0.201877934       L1
#> 508   0.81521739   0.854460094       L1
#> 509   0.13043478   0.164319249        C
#> 510   0.34782609   0.281690141       L1
#> 511   0.83152174   0.779342723        C
#> 512   0.33695652   0.352112676       L1
#> 513   0.17934783   0.220657277       L1
#> 514   0.13043478   0.112676056        C
#> 515   0.21195652   0.173708920       L1
#> 516   0.17934783   0.112676056        C
#> 517   0.59239130   0.647887324        C
#> 518   0.21739130   0.258215962        C
#> 519   0.16304348   0.112676056        C
#> 520   0.09782609   0.173708920       L1
#> 521   0.27717391   0.258215962       L1
#> 522   0.11956522   0.089201878        C
#> 523   0.23369565   0.215962441        C
#> 524   0.32065217   0.258215962       L1
#> 525   0.55978261   0.572769953       L1
#> 526   0.81521739   0.774647887       L1
#> 527   0.15217391   0.145539906       L1
#> 528   0.21195652   0.192488263        C
#> 529   0.18478261   0.145539906        C
#> 530   0.22826087   0.258215962       L1
#> 531   0.21739130   0.187793427        C
#> 532   0.16304348   0.192488263       L1
#> 533   0.55978261   0.558685446        C
#> 534   0.24456522   0.286384977        C
#> 535   0.13586957   0.145539906       L1
#> 536   0.23913043   0.150234742        C
#> 537   0.34782609   0.295774648       L1
#> 538   0.23369565   0.173708920        C
#> 539   0.10869565   0.150234742       L1
#> 540   0.23913043   0.206572770       L1
#> 541   0.39130435   0.431924883       L1
#> 542   0.18478261   0.164319249        C
#> 543   0.20108696   0.173708920        C
#> 544   0.26630435   0.239436620        C
#> 545   0.09782609   0.112676056       L1
#> 546   0.19021739   0.234741784        C
#> 547   0.25543478   0.230046948        C
#> 548   0.21195652   0.239436620        C
#> 549   0.16304348   0.117370892        C
#> 550   0.10326087   0.159624413       L1
#> 551   0.10869565   0.098591549        C
#> 552   0.14130435   0.178403756       L1
#> 553   0.15760870   0.183098592        C
#> 554   0.17391304   0.197183099       L1
#> 555   0.28260870   0.309859155        C
#> 556   0.59782609   0.591549296        C
#> 557   0.20108696   0.258215962        C
#> 558   0.38586957   0.394366197        C
#> 559   0.17391304   0.140845070        C
#> 560   0.12500000   0.150234742       L1
#> 561   0.98913043   0.976525822        C
#> 562   0.72282609   0.680751174       L1
#> 563   0.14673913   0.145539906        C
#> 564   0.63043478   0.666666667       L1
#> 565   0.18478261   0.197183099       L1
#> 566   0.21195652   0.201877934        C
#> 567   0.11956522   0.122065728        C
#> 568   0.20108696   0.201877934       L1
#> 569   0.07065217   0.107981221       L1
#> 570   0.09239130   0.154929577       L1
#> 571   0.32608696   0.276995305        C
#> 572   0.33152174   0.309859155       L1
#> 573   0.22282609   0.183098592       L1
#> 574   0.19565217   0.225352113        C
#> 575   0.29891304   0.300469484        C
#> 576   0.11413043   0.131455399        C
#> 577   0.16847826   0.140845070        C
#> 578   0.15760870   0.173708920       L1
#> 579   0.27173913   0.272300469        C
#> 580   0.14673913   0.145539906        C
#> 581   0.66304348   0.657276995        C
#> 582   0.33695652   0.352112676        C
#> 583   0.82065217   0.830985915       L1
#> 584   0.35869565   0.291079812        C
#> 585   0.94565217   0.957746479       L1
#> 586   0.15760870   0.145539906        C
#> 587   0.14673913   0.145539906       L1
#> 588   0.32608696   0.352112676       L1
#> 589   0.42391304   0.464788732       L1
#> 590   0.07065217   0.126760563       L1
#> 591   0.28260870   0.305164319        C
#> 592   0.34239130   0.380281690       L1
#> 593   0.45108696   0.356807512       L1
#> 594   0.24456522   0.173708920        C
#> 595   0.13043478   0.140845070       L1
#> 596   0.23369565   0.239436620       L1
#> 597   0.14130435   0.150234742       L1
#> 598   0.15760870   0.183098592       L1
#> 599   0.35326087   0.384976526       L1
#> 600   0.12500000   0.136150235       L1
#> 601   0.53804348   0.525821596        C
#> 602   0.33152174   0.417840376       L1
#> 603   0.11413043   0.117370892       L1
#> 604   0.17934783   0.206572770       L1
#> 605   0.17934783   0.140845070        C
#> 606   0.46739130   0.446009390       L1
#> 607   0.55434783   0.596244131        C
#> 608   0.54347826   0.563380282       L1
#> 609   0.27173913   0.187793427        C
#> 610   0.24456522   0.258215962        C
#> 611   0.75543478   0.802816901        C
#> 612   0.29891304   0.244131455        C
#> 613   0.33695652   0.375586854       L1
#> 614   0.16304348   0.244131455       L1
#> 615   0.19021739   0.281690141       L1
#> 616   0.79347826   0.788732394        C
#> 617   0.50543478   0.586854460       L1
#> 618   0.24456522   0.230046948       L1
#> 619   0.10869565   0.093896714       L1
#> 620   0.82608696   0.830985915        C
#> 621   0.43478261   0.370892019        C
#> 622   0.08152174   0.122065728       L1
#> 623   0.54347826   0.507042254        C
#> 624   0.92934783   0.910798122       L1
#> 625   0.20652174   0.173708920        C
#> 626   0.38043478   0.408450704        C
#> 627   0.23913043   0.248826291       L1
#> 628   0.41304348   0.450704225        C
#> 629   0.19565217   0.159624413        C
#> 630   0.90217391   0.877934272        C
#> 631   0.28804348   0.323943662       L1
#> 632   0.13043478   0.107981221        C
#> 633   0.14673913   0.145539906       L1
#> 634   0.12500000   0.107981221        C
#> 635   0.09782609   0.107981221        C
#> 636   0.21739130   0.178403756        C
#> 637   0.76630435   0.746478873       L1
#> 638   0.35869565   0.342723005        C
#> 639   0.57065217   0.544600939       L1
#> 640   0.11956522   0.117370892        C
#> 641   0.16304348   0.178403756        C
#> 642   0.19565217   0.169014085        C
#> 643   0.13586957   0.098591549       L1
#> 644   0.15217391   0.126760563        C
#> 645   0.27173913   0.338028169       L1
#> 646   0.69021739   0.619718310        C
#> 647   0.82608696   0.830985915        C
#> 648   0.59782609   0.643192488       L1
#> 649   0.07608696   0.103286385       L1
#> 650   0.58152174   0.605633803        C
#> 651   0.39673913   0.399061033       L1
#> 652   0.14673913   0.169014085       L1
#> 653   0.12500000   0.154929577       L1
#> 654   0.79891304   0.830985915       L1
#> 655   0.53260870   0.586854460        C
#> 656   0.89673913   0.887323944        C
#> 657   0.97826087   0.967136150        C
#> 658   0.28260870   0.300469484       L1
#> 659   0.12500000   0.145539906        C
#> 660   0.15217391   0.093896714        C
#> 661   0.37500000   0.413145540       L1
#> 662   0.09239130   0.098591549        C
#> 663   0.09782609   0.112676056        C
#> 664   0.19021739   0.159624413        C
#> 665   0.17391304   0.140845070        C
#> 666   0.13586957   0.145539906       L1
#> 667   0.36413043   0.342723005        C
#> 668   0.45652174   0.450704225       L1
#> 669   0.20652174   0.206572770        C
#> 670   0.80434783   0.807511737       L1
#> 671   0.23369565   0.258215962       L1
#> 672   0.64130435   0.596244131       L1
#> 673   0.49456522   0.502347418       L1
#> 674   0.06521739   0.136150235       L1
#> 675   0.53804348   0.568075117       L1
#> 676   0.13586957   0.154929577        C
#> 677   0.13043478   0.103286385        C
#> 678   0.20108696   0.183098592        C
#> 679   0.25000000   0.258215962       L1
#> 680   0.44565217   0.497652582        C
#> 681   0.27173913   0.239436620       L1
#> 682   0.16847826   0.122065728        C
#> 683   0.20652174   0.169014085        C
#> 684   0.11413043   0.145539906       L1
#> 685   0.12500000   0.173708920        C
#> 686   0.15217391   0.089201878        C
#> 687   0.27173913   0.262910798        C
#> 688   0.16847826   0.211267606       L1
#> 689   0.10326087   0.136150235       L1
#> 690   0.09782609   0.103286385       L1
#> 691   0.20108696   0.178403756       L1
#> 692   0.12500000   0.122065728        C
#> 693   0.34782609   0.267605634        C
#> 694   0.51086957   0.507042254       L1
#> 695   0.08152174   0.093896714       L1
#> 696   0.14130435   0.117370892        C
#> 697   0.12500000   0.112676056        C
#> 698   0.11956522   0.145539906       L1
#> 699   0.11413043   0.098591549        C
#> 700   0.16304348   0.117370892        C
#> 701   0.52173913   0.535211268       L1
#> 702   0.13043478   0.215962441       L1
#> 703   0.82065217   0.863849765        C
#> 704   0.58695652   0.553990610        C
#> 705   0.21195652   0.159624413        C
#> 706   0.14673913   0.183098592       L1
#> 707   0.18478261   0.145539906       L1
#> 708   0.11413043   0.103286385        C
#> 709   0.83152174   0.779342723        C
#> 710   0.19565217   0.159624413       L1
#> 711   0.88586957   0.892018779        C
#> 712   0.10326087   0.103286385        C
#> 713   0.79347826   0.760563380        C
#> 714   0.82065217   0.779342723       L1
#> 715   0.21739130   0.276995305       L1
#> 716   0.14130435   0.079812207        C
#> 717   0.11956522   0.169014085       L1
#> 718   0.59239130   0.502347418        C
#> 719   0.90760870   0.915492958        C
#> 720   0.16847826   0.183098592       L1
#> 721   0.12500000   0.154929577        C
#> 722   0.45652174   0.422535211       L1
#> 723   0.23369565   0.178403756        C
#> 724   0.34782609   0.291079812       L1
#> 725   0.20652174   0.206572770       L1
#> 726   0.61956522   0.553990610       L1
#> 727   0.08152174   0.107981221       L1
#> 728   0.15217391   0.140845070        C
#> 729   0.40217391   0.370892019        C
#> 730   0.16847826   0.140845070       L1
#> 731   0.96739130   0.981220657        C
#> 732   0.67934783   0.624413146        C
#> 733   0.34782609   0.333333333        C
#> 734   0.45108696   0.436619718       L1
#> 735   0.84239130   0.892018779       L1
#> 736   0.71195652   0.671361502        C
#> 737   0.30434783   0.370892019       L1
#> 738   0.38043478   0.422535211        C
#> 739   0.21195652   0.262910798       L1
#> 740   0.11956522   0.107981221       L1
#> 741   0.84239130   0.868544601       L1
#> 742   0.52717391   0.544600939       L1
#> 743   0.20652174   0.253521127       L1
#> 744   0.26086957   0.295774648       L1
#> 745   0.32608696   0.441314554       L1
#> 746   0.11956522   0.112676056       L1
#> 747   0.11413043   0.159624413       L1
#> 748   0.23913043   0.183098592        C
#> 749   0.92391304   0.929577465        C
#> 750   0.30434783   0.281690141        C
#> 751   0.72282609   0.774647887       L1
#> 752   0.25000000   0.230046948        C
#> 753   0.92934783   0.873239437        C
#> 754   0.21195652   0.206572770       L1
#> 755   0.11956522   0.112676056       L1
#> 756   0.84782609   0.845070423        C
#> 757   0.15217391   0.164319249        C
#> 758   0.10326087   0.098591549       L1
#> 759   0.78804348   0.812206573        C
#> 760   0.21739130   0.187793427        C
#> 761   0.25543478   0.234741784       L1
#> 762   0.32608696   0.319248826        C
#> 763   0.08695652   0.117370892        C
#> 764   0.74456522   0.737089202        C
#> 765   0.08695652   0.122065728       L1
#> 766   0.11956522   0.131455399       L1
#> 767   0.23913043   0.262910798        C
#> 768   0.41304348   0.436619718        C
#> 769   0.32065217   0.291079812        C
#> 770   0.11413043   0.107981221        C
#> 771   0.08695652   0.112676056       L1
#> 772   0.13586957   0.154929577       L1
#> 773   0.35326087   0.295774648        C
#> 774   0.24456522   0.244131455        C
#> 775   0.21739130   0.239436620       L1
#> 776   0.58695652   0.577464789        C
#> 777   0.26630435   0.384976526       L1
#> 778   0.49456522   0.507042254       L1
#> 779   0.09239130   0.122065728       L1
#> 780   0.14130435   0.122065728        C
#> 781   0.08695652   0.098591549       L1
#> 782   0.15760870   0.107981221        C
#> 783   0.42934783   0.338028169        C
#> 784   0.61413043   0.558685446        C
#> 785   0.22282609   0.295774648        C
#> 786   0.83695652   0.859154930        C
#> 787   0.32608696   0.394366197       L1
#> 788   0.92391304   0.967136150        C
#> 789   0.83695652   0.877934272       L1
#> 790   0.21739130   0.183098592        C
#> 791   0.58152174   0.615023474       L1
#> 792   0.28260870   0.267605634       L1
#> 793   0.45652174   0.483568075        C
#> 794   0.28260870   0.244131455        C
#> 795   0.48913043   0.469483568       L1
#> 796   0.52717391   0.549295775       L1
#> 797   0.80434783   0.798122066       L1
#> 798   0.23369565   0.291079812       L1
#> 799   0.11956522   0.136150235       L1
#> 800   0.76630435   0.779342723       L1
#> 801   0.25000000   0.173708920        C
#> 802   0.28260870   0.276995305       L1
#> 803   0.90217391   0.896713615        C
#> 804   0.16847826   0.169014085       L1
#> 805   0.40217391   0.403755869        C
#> 806   0.18478261   0.173708920        C
#> 807   0.22282609   0.192488263       L1
#> 808   0.32065217   0.305164319        C
#> 809   0.19021739   0.234741784        C
#> 810   0.00000000   0.009389671       L1
#> 811   0.40217391   0.427230047       L1
#> 812   0.40760870   0.431924883        C
#> 813   0.35326087   0.361502347        C
#> 814   0.08152174   0.107981221       L1
#> 815   0.11956522   0.107981221       L1
#> 816   0.84782609   0.835680751        C
#> 817   0.40217391   0.441314554       L1
#> 818   0.18478261   0.258215962        C
#> 819   0.51086957   0.483568075        C
#> 820   0.21739130   0.305164319       L1
#> 821   0.12500000   0.159624413       L1
#> 822   0.22826087   0.272300469        C
#> 823   0.15217391   0.211267606       L1
#> 824   0.47282609   0.539906103       L1
#> 825   0.15217391   0.126760563        C
#> 826   0.23369565   0.239436620       L1
#> 827   0.38043478   0.380281690        C
#> 828   0.17934783   0.225352113       L1
#> 829   0.16847826   0.126760563        C
#> 830   0.38586957   0.469483568       L1
#> 831   0.53804348   0.497652582        C
#> 832   0.16304348   0.211267606        C
#> 833   0.14130435   0.150234742        C
#> 834   0.87500000   0.896713615        C
#> 835   0.43478261   0.478873239       L1
#> 836   0.17934783   0.192488263        C
#> 837   0.22826087   0.089201878        C
#> 838   0.25543478   0.305164319       L1
#> 839   0.19565217   0.178403756       L1
#> 840   0.30434783   0.309859155       L1
#> 841   0.16847826   0.183098592       L1
#> 842   0.16847826   0.234741784       L1
#> 843   0.23913043   0.173708920        C
#> 844   0.43478261   0.323943662        C
#> 845   0.81521739   0.798122066       L1
#> 846   0.38586957   0.394366197       L1
#> 847   0.30434783   0.370892019        C
#> 848   0.56521739   0.544600939       L1
#> 849   0.79891304   0.788732394        C
#> 850   0.40217391   0.413145540        C
#> 851   0.17934783   0.230046948       L1
#> 852   0.07608696   0.131455399       L1
#> 853   0.67934783   0.610328638        C
#> 854   0.28260870   0.328638498       L1
#> 855   0.26630435   0.225352113        C
#> 856   0.87500000   0.840375587       L1
#> 857   0.16847826   0.173708920       L1
#> 858   0.17391304   0.267605634       L1
#> 859   0.47282609   0.427230047        C
#> 860   0.14130435   0.159624413        C
#> 861   0.09239130   0.112676056       L1
#> 862   0.14673913   0.103286385        C
#> 863   0.34782609   0.384976526       L1
#> 864   0.23369565   0.267605634       L1
#> 865   0.14673913   0.150234742        C
#> 866   0.98369565   0.976525822       L1
#> 867   0.09239130   0.103286385       L1
#> 868   0.25543478   0.206572770        C
#> 869   0.35869565   0.319248826       L1
#> 870   0.54347826   0.633802817        C
#> 871   0.23913043   0.215962441        C
#> 872   0.14130435   0.159624413       L1
#> 873   0.15760870   0.187793427       L1
#> 874   0.15760870   0.150234742        C
#> 875   0.10326087   0.098591549        C
#> 876   0.17934783   0.239436620        C
#> 877   0.95652174   0.948356808        C
#> 878   0.23369565   0.197183099        C
#> 879   0.15217391   0.136150235       L1
#> 880   0.23369565   0.248826291        C
#> 881   0.13043478   0.136150235        C
#> 882   0.72282609   0.737089202        C
#> 883   0.21195652   0.272300469       L1
#> 884   0.17391304   0.159624413        C
#> 885   0.58695652   0.694835681       L1
#> 886   0.07608696   0.107981221        C
#> 887   0.08695652   0.169014085       L1
#> 888   0.20652174   0.183098592        C
#> 889   0.76630435   0.680751174        C
#> 890   0.38043478   0.300469484        C
#> 891   0.15217391   0.164319249        C
#> 892   0.38586957   0.370892019        C
#> 893   0.85869565   0.849765258       L1
#> 894   0.21739130   0.281690141       L1
#> 895   0.93478261   0.938967136        C
#> 896   0.31521739   0.300469484       L1
#> 897   0.15760870   0.154929577       L1
#> 898   0.14673913   0.107981221        C
#> 899   0.27173913   0.305164319       L1
#> 900   0.19565217   0.248826291       L1
#> 901   0.75543478   0.845070423       L1
#> 902   0.20108696   0.140845070        C