Lineage short_Lineage kruskal_wallis_pValue sum_filtered_chi_squared carcinoma normal logFC kruskal_wallis_selected_feature Abiotrophia Abiotrophia 0.0120716 6.30047 17 47 -1.415037499278844 normal Acetanaerobacterium Acetanaerobacterium 0.110256 2.55057 3818 1899 1.0071955014042029 N.S. Acetatifactor Acetatifactor 0.918744 0.0104075 47 49 -0.05889368905356829 N.S. Acetitomaculum Acetitomaculum 0.516317 0.421247 239 2063 -3.1043366598147353 N.S. Acetivibrio Acetivibrio 0.11497 2.48455 34704 33447 0.053223580463072295 N.S. Acidaminobacter Acidaminobacter 0.016603200000000002 5.73794 0 217 -7.768184324776926 normal Acidaminococcus Acidaminococcus 0.29668199999999995 1.08905 1510 37506 -4.633584307935612 N.S. Acinetobacter Acinetobacter 0.124807 2.35594 899 1581 -0.8137526932557542 N.S. Actinobaculum Actinobaculum 0.51134 0.431325 48 258 -2.4020984435713464 N.S. Actinomyces Actinomyces 0.0732764 3.20808 3232 3680 -0.18722424225797596 N.S. Adlercreutzia Adlercreutzia 0.31942 0.991323 5205 10105 -0.9569648682138396 N.S. Aerococcus Aerococcus 0.694635 0.154114 5 6 -0.2223924213364481 N.S. Aestuariispira Aestuariispira 0.8308920000000001 0.0456073 321 604 -0.9098744540473387 N.S. Akkermansia Akkermansia 0.37254 0.795177 311872 279201 0.15964938266622042 N.S. Alistipes Alistipes 0.35031199999999996 0.872329 191151 211055 -0.14290554850367698 N.S. Alkalibacter Alkalibacter 0.0164889 5.75008 0 56 -5.832890014164741 normal Alkaliphilus Alkaliphilus 0.230533 1.43757 12635 25137 -0.992330030120236 N.S. Allisonella Allisonella 0.0013850899999999998 10.2269 0 693 -9.43879185257826 normal Allobaculum Allobaculum 0.612544 0.256488 3 7 -1 N.S. Alloprevotella Alloprevotella 0.932853 0.00709924 33 71 -1.082462160191973 N.S. Alloscardovia Alloscardovia 0.43313399999999996 0.614409 19 31 -0.6780719051126374 N.S. Anaerobacterium Anaerobacterium 0.402694 0.700269 832 126 2.713487998593383 N.S. Anaerococcus Anaerococcus 0.0732764 3.20808 196 34 2.49276880251141 N.S. Anaerofilum Anaerofilum 0.08293350000000001 3.00648 444 1852 -2.0579856401735057 N.S. Anaerofustis Anaerofustis 0.34495699999999996 0.891925 63 300 -2.2336196767597016 N.S. Anaeroglobus Anaeroglobus 0.0350388 4.44333 0 5 -2.584962500721156 normal Anaeroplasma Anaeroplasma 0.0351553 4.43767 6 0 2.807354922057604 carcinoma Anaerorhabdus Anaerorhabdus 0.217235 1.52255 825 233 1.8196332518360414 N.S. Anaerosinus Anaerosinus 0.5641360000000001 0.332595 111 747 -2.7395395378300336 N.S. Anaerosporobacter Anaerosporobacter 0.6187670000000001 0.247606 2236 2372 -0.08514684413482954 N.S. Anaerostipes Anaerostipes 0.43763599999999997 0.602475 71547 67295 0.0883906843005775 N.S. Anaerotruncus Anaerotruncus 0.5758460000000001 0.313 1716 2388 -0.47651681445419847 N.S. Anaerovibrio Anaerovibrio 0.876604 0.0241111 149 61 1.2746223801090055 N.S. Anaerovorax Anaerovorax 0.0537443 3.72066 3347 6492 -0.9555856814768333 N.S. Atopobium Atopobium 0.205714 1.60134 22 65 -1.5208321633014403 N.S. Bacillus Bacillus 0.0732764 3.20808 1554 2357 -0.6006491379617973 N.S. Bacteroides Bacteroides 2.05733e-4 13.7871 1249468 1914293 -0.6154973101738932 N.S. Barnesiella Barnesiella 0.309637 1.03223 74130 47483 0.6426355018016547 N.S. Bifidobacterium Bifidobacterium 0.6479750000000001 0.208464 47267 118759 -1.3291132705388193 N.S. Bilophila Bilophila 0.7566320000000001 0.0960427 14385 15229 -0.08225043260776133 N.S. Blautia Blautia 0.14091 2.168 559666 340255 0.7179480815765302 N.S. Brassicibacter Brassicibacter 0.557247 0.344495 11 1966 -7.356818741557374 N.S. Brevibacterium Brevibacterium 0.0352719 4.43201 0 27 -4.807354922057604 normal Bulleidia Bulleidia 0.00754303 7.13912 82 0 6.3750394313469245 carcinoma Buttiauxella Buttiauxella 0.119543 2.42331 8827 811 3.4425349970944374 N.S. Butyricicoccus Butyricicoccus 0.756685 0.096 10950 8897 0.2995096131561308 N.S. Butyricimonas Butyricimonas 0.00751567 7.14563 1585 5947 -1.9070118763484398 normal Butyrivibrio Butyrivibrio 0.756658 0.0960214 3733 5265 -0.49598559381986007 N.S. Caldicellulosiruptor Caldicellulosiruptor 0.466404 0.530485 619 1007 -0.7011555182256775 N.S. Caloramator Caloramator 0.00755672 7.13586 194 514 -1.4010983083209698 normal Campylobacter Campylobacter 0.016574600000000002 5.74097 1649 68 4.579725852355009 carcinoma Catabacter Catabacter 0.78722 0.0728591 205 371 -0.8526582839248125 N.S. Catenibacterium Catenibacterium 0.374915 0.787312 3505 35 6.6056852793172265 N.S. Catenisphaera Catenisphaera 0.0731585 3.21071 0 10 -3.4594316186372973 N.S. Cellulosibacter Cellulosibacter 0.249988 1.32338 5199 8636 -0.7320186663687753 N.S. Cetobacterium Cetobacterium 0.0731585 3.21071 304 0 8.252665432450248 N.S. Christensenella Christensenella 0.0967247 2.75875 505 1385 -1.4537179674429037 N.S. Cloacibacillus Cloacibacillus 0.0732764 3.20808 991 255 1.954196310386875 N.S. Clostridium_iii Clostridium_iii 0.0164889 5.75008 26667 29391 -0.1403138993343216 N.S. Clostridium_iv Clostridium_iv 0.198502 1.65337 103467 106065 -0.035777618953606094 N.S. Clostridium_sensu_stricto Clostridium_sensu_st 0.0359044 4.40169 56934 41231 0.46555135965766503 N.S. Clostridium_xi Clostridium_xi 0.29345699999999997 1.1037 127 303 -1.2479275134435852 N.S. Clostridium_xii Clostridium_xii 0.902112 0.0151279 446 961 -1.1057620625867237 N.S. Clostridium_xlva Clostridium_xlva 0.00581199 7.608 110100 183533 -0.7372197773097682 N.S. Clostridium_xlvb Clostridium_xlvb 0.0537976 3.719 25603 7802 1.7142684086015265 N.S. Clostridium_xviii Clostridium_xviii 0.0026941 9.00454 13838 40345 -1.5436859500805955 normal Collinsella Collinsella 0.0735741 3.20145 54152 33636 0.6869922223587466 N.S. Comamonas Comamonas 0.120367 2.41256 17 27 -0.6374299206152916 N.S. Coprobacillus Coprobacillus 0.138981 2.18921 117 1047 -3.1507799521756086 N.S. Coprobacter Coprobacter 0.29029699999999997 1.11825 6558 4784 0.45495695034340145 N.S. Coprococcus Coprococcus 0.0396267 4.23384 34397 112831 -1.7137796949004134 normal Corynebacterium Corynebacterium 0.0352136 4.43484 67 62 0.11018291775042233 N.S. Defluviitalea Defluviitalea 0.123959 2.36658 255 463 -0.8579809951275728 N.S. Deinococcus Deinococcus 0.49144099999999996 0.473371 2165 2900 -0.421517052589671 N.S. Dendrosporobacter Dendrosporobacter 0.170561 1.87801 4119 58456 -3.8266595497398566 N.S. Desulfitibacter Desulfitibacter 0.849112 0.0361959 230 228 0.012545253319113492 N.S. Desulfomicrobium Desulfomicrobium 0.190697 1.71224 4 2549 -8.994353436858859 N.S. Desulfotomaculum Desulfotomaculum 0.286435 1.13631 202 76 1.3985493764902754 N.S. Desulfovibrio Desulfovibrio 0.626649 0.236634 8329 2852 1.5458367486711904 N.S. Dethiobacter Dethiobacter 0.543205 0.369634 943 772 0.2883184454369925 N.S. Dialister Dialister 0.262399 1.25606 16783 66923 -1.9954370937845258 N.S. Dietzia Dietzia 0.694635 0.154114 6 7 -0.19264507794239583 N.S. Dorea Dorea 0.135399 2.2295 44760 26096 0.7783582974990075 N.S. Eggerthella Eggerthella 0.708161 0.140122 3040 1499 1.0195833156475551 N.S. Eggerthia Eggerthia 0.142074 2.15537 44 260 -2.53605290024021 N.S. Eikenella Eikenella 0.0219851 5.24704 52 10 2.2684888359259014 carcinoma Eisenbergiella Eisenbergiella 0.412323 0.672096 16 21 -0.3719687773869582 N.S. Enterococcus Enterococcus 0.064416 3.4199 3679 30594 -3.0555182277777444 N.S. Enterorhabdus Enterorhabdus 0.49889 0.457299 1472 4231 -1.5225821970781777 N.S. Erysipelotrichaceae_incertae_sedis Erysipelotrichaceae_ 0.657458 0.196628 3363 2306 0.5441597015721609 N.S. Escherichia_shigella Escherichia_shigella 0.254032 1.301 212682 45067 2.238529388058655 N.S. Ethanoligenens Ethanoligenens 0.0591249 3.56179 838 6792 -3.0173061384085393 N.S. Eubacterium Eubacterium 0.0441827 4.0496 38131 153085 -2.005268245089411 normal Ezakiella Ezakiella 0.739796 0.110307 11 10 0.12553088208385876 N.S. Faecalibacterium Faecalibacterium 0.520452 0.413 189372 287577 -0.6027226602863927 N.S. Faecalicoccus Faecalicoccus 0.0164889 5.75008 358 96 1.8879271916359235 carcinoma Faecalitalea Faecalitalea 0.874896 0.0247886 394 214 0.8775159934750052 N.S. Falsiporphyromonas Falsiporphyromonas 0.155702 2.01549 8 16 -0.917537839808027 N.S. Filifactor Filifactor 0.072805 3.21864 123 23 2.369233809665719 N.S. Finegoldia Finegoldia 0.131518 2.27451 38 16 1.1979393776119096 N.S. Flaviflexus Flaviflexus 0.0732764 3.20808 0 9 -3.321928094887362 N.S. Flavonifractor Flavonifractor 0.383903 0.758169 10970 12570 -0.19640438555540918 N.S. Fusibacter Fusibacter 0.717205 0.131188 18 125 -2.7293524100563316 N.S. Fusicatenibacter Fusicatenibacter 0.6938030000000001 0.155 51749 44101 0.2307147799662328 N.S. Fusobacterium Fusobacterium 0.0050121 7.87543 537356 3798 7.144117357424342 carcinoma Gemella Gemella 0.956209 0.00301543 716 243 1.5550919711390172 N.S. Gemmiger Gemmiger 0.974771 0.00100022 84005 77923 0.10842463801724378 N.S. Geosporobacter Geosporobacter 0.0509432 3.81017 164 83006 -8.97462316970843 N.S. Gordonibacter Gordonibacter 0.0732764 3.20808 275 513 -0.8971000924157106 N.S. Gp5_Genus Gp5_Genus 0.0732764 3.20808 0 14 -3.9068905956085187 N.S. Gpiia_Genus Gpiia_Genus 0.0732764 3.20808 1332 0 10.380461065088973 N.S. Gracilibacter Gracilibacter 0.122402 2.38632 596 1278 -1.0992134276168315 N.S. Guggenheimella Guggenheimella 0.00331162 8.62785 0 2239 -11.129283016944967 normal Haemophilus Haemophilus 0.1736 1.85159 4811 15914 -1.7256786093472076 N.S. Hathewaya Hathewaya 0.159435 1.97959 32 17 0.8744691179161412 N.S. Helicobacter Helicobacter 0.472097 0.517065 15 81 -2.357552004618084 N.S. Hespellia Hespellia 0.016574600000000002 5.74097 1690 11985 -2.8254017141604457 normal Holdemanella Holdemanella 6.7167e-5 15.9174 5 16194 -11.398298346961393 normal Holdemania Holdemania 0.561436 0.337225 1033 1202 -0.21840045686114173 N.S. Howardella Howardella 0.337848 0.918583 1288 2167 -0.7501124929922192 N.S. Hungatella Hungatella 0.5758460000000001 0.313 12557 11506 0.12609496121731212 N.S. Hydrogenibacillus Hydrogenibacillus 0.886107 0.0205157 59 5 3.3219280948873626 N.S. Hydrogenispora Hydrogenispora 0.874896 0.0247886 40 171 -2.068712750084014 N.S. Hydrogenoanaerobacterium Hydrogenoanaerobacte 0.9381280000000001 0.00602547 419 355 0.2385120866997248 N.S. Insolitispirillum Insolitispirillum 0.016603200000000002 5.73794 0 8451 -13.04507705193494 normal Intestinibacter Intestinibacter 0.49342899999999995 0.469043 36470 33140 0.1381326222897883 N.S. Intestinimonas Intestinimonas 0.604678 0.268 8075 10143 -0.3289138348079348 N.S. Jeotgalicoccus Jeotgalicoccus 0.0352136 4.43484 0 9 -3.321928094887362 normal Jonquetella Jonquetella 0.00328628 8.64185 0 983 -9.94251450533924 normal Lachnoanaerobaculum Lachnoanaerobaculum 0.0160349 5.79915 5 0 2.584962500721156 carcinoma Lachnobacterium Lachnobacterium 0.0779243 3.10769 7048 50533 -2.8417638699508316 N.S. Lachnospira Lachnospira 0.23058 1.43729 151 182 -0.26777232484045754 N.S. Lachnospiracea_incertae_sedis Lachnospiracea_incer 0.0442299 4.0478 168817 153707 0.13527648317790764 N.S. Lactivibrio Lactivibrio 0.5057320000000001 0.44289 139 174 -0.3219280948873626 N.S. Lactobacillus Lactobacillus 0.00325478 8.6594 2101 1313 0.6777973936398478 N.S. Lactococcus Lactococcus 0.42663599999999996 0.631966 691 1684 -1.283904648432495 N.S. Lactonifactor Lactonifactor 0.237123 1.39762 33100 5792 2.5144922322046472 N.S. Leuconostoc Leuconostoc 0.00755672 7.13586 86 44 0.9510903995190532 N.S. Listeria Listeria 0.35458799999999996 0.856975 1018 1368 -0.4259683950920863 N.S. Lutispora Lutispora 0.632887 0.228167 1767 1262 0.48526363560387864 N.S. Marinococcus Marinococcus 0.330926 0.945274 38 46 -0.2691866328153889 N.S. Marvinbryantia Marvinbryantia 0.25300999999999996 1.30661 133 68 0.9575647336796029 N.S. Megasphaera Megasphaera 5.435980000000001e-4 11.9633 14 6738 -8.811428214870741 normal Melghirimyces Melghirimyces 0.482693 0.492776 304 732 -1.2650039556835626 N.S. Mesoplasma Mesoplasma 0.0164604 5.75312 0 7 -3 normal Methanobrevibacter Methanobrevibacter 0.197952 1.65742 86926 37674 1.2061968437667119 N.S. Methanosphaera Methanosphaera 0.0731585 3.21071 5 0 2.584962500721156 N.S. Micrococcus Micrococcus 0.37211299999999997 0.7966 19 16 0.23446525363702353 N.S. Mobiluncus Mobiluncus 0.00755672 7.13586 0 31 -5 normal Mogibacterium Mogibacterium 0.104721 2.63215 2155 2112 0.029064410817564834 N.S. Morganella Morganella 0.49747399999999997 0.460324 160 17 3.1609918766723046 N.S. Moryella Moryella 0.839079 0.0412385 10 9 0.13750352374993513 N.S. Murdochiella Murdochiella 0.0732764 3.20808 0 20 -4.392317422778761 N.S. Murimonas Murimonas 0.302643 1.06252 22 16 0.43609911480667396 N.S. Natranaerovirga_hydrolytica Natranaerovirga_hydr 0.127602 2.32144 151 920 -2.599129832647751 N.S. Natranaerovirga_pectinivora Natranaerovirga_pect 0.235238 1.40891 305 6091 -4.315312383794641 N.S. Neisseria Neisseria 0.44064099999999995 0.594614 1214 2129 -0.809897116620057 N.S. Nitrosomonas Nitrosomonas 0.24821000000000001 1.33335 8 4932 -9.09832457055218 N.S. Obesumbacterium Obesumbacterium 1.000001 0 750 551 0.4441446407361038 N.S. Odoribacter Odoribacter 0.30942099999999995 1.03315 9100 22661 -1.3161782099815635 N.S. Olsenella Olsenella 0.505966 0.442402 364 777 -1.0918736912188134 N.S. Oribacterium Oribacterium 0.369921 0.803934 553 2364 -2.093882302177569 N.S. Oscillibacter Oscillibacter 0.395163 0.723 66034 79103 -0.26051976111844866 N.S. Oxalobacter Oxalobacter 0.919033 0.0103333 481 368 0.3854123301695651 N.S. Oxobacter Oxobacter 0.0938917 2.80637 171 453 -1.4002837325888162 N.S. Paenibacillus Paenibacillus 0.0716927 3.24386 59 87 -0.5525410230287786 N.S. Papillibacter Papillibacter 0.35997999999999997 0.837965 1262 611 1.0452510810949018 N.S. Parabacteroides Parabacteroides 0.0662624 3.37329 73306 128000 -0.8041322099186061 N.S. Paraeggerthella Paraeggerthella 0.0586638 3.57479 2525 646 1.9650170217950453 N.S. Parapedobacter Parapedobacter 0.36609499999999995 0.816881 18 238 -3.6529392945371635 N.S. Paraprevotella Paraprevotella 0.016318000000000003 5.76838 46890 51 9.816583707787572 carcinoma Parascardovia Parascardovia 0.461997 0.541055 24 23 0.05889368905356829 N.S. Parasutterella Parasutterella 0.29863399999999996 1.08029 15891 35803 -1.1718200749228842 N.S. Parvibacter Parvibacter 0.33102299999999996 0.944895 279 3037 -3.439623137557117 N.S. Parvimonas Parvimonas 0.035175200000000004 4.4367 4590 50 6.4921673747408715 carcinoma Pedobacter Pedobacter 0.00755672 7.13586 12 186 -3.8464547417465442 normal Peptococcus Peptococcus 0.241876 1.36963 1605 156 3.354635428625687 N.S. Peptoniphilus Peptoniphilus 0.720704 0.12782 602 65 3.191620072541631 N.S. Peptostreptococcus Peptostreptococcus 0.7190650000000001 0.129391 119 40 1.549338590990435 N.S. Phascolarctobacterium Phascolarctobacteriu 0.25387299999999996 1.30187 134917 114042 0.2425049411454836 N.S. Porphyromonas Porphyromonas 0.00751567 7.14563 84962 1613 5.718122224135847 carcinoma Prevotella Prevotella 0.00179989 9.7442 188614 155212 0.28119501713260675 N.S. Propionibacterium Propionibacterium 0.46325099999999997 0.53803 92 188 -1.0230836131130419 N.S. Proteinivorax Proteinivorax 0.651302 0.204264 22 208 -3.1837971760238695 N.S. Proteus Proteus 0.325464 0.966867 48 11 2.0297473433940523 N.S. Pseudobutyrivibrio Pseudobutyrivibrio 0.38332 0.760029 471 2444 -2.372975700477756 N.S. Pseudoflavonifractor Pseudoflavonifractor 0.804902 0.0610136 3409 4323 -0.3425947838231149 N.S. Pseudomonas Pseudomonas 0.72397 0.124721 1328 1982 -0.5773435729526746 N.S. Pseudoteredinibacter Pseudoteredinibacter 0.0352719 4.43201 0 2007 -10.971543553950772 normal Rhodobacter Rhodobacter 0.133942 2.24622 432 766 -0.8248595527762088 N.S. Rikenella Rikenella 0.43554499999999996 0.607994 12 7 0.7004397181410922 N.S. Robinsoniella Robinsoniella 0.160557 1.96899 2820 19684 -2.8028181414608326 N.S. Romboutsia Romboutsia 0.7247370000000001 0.124 23387 21092 0.1490041961143902 N.S. Roseburia Roseburia 0.17108500000000001 1.87342 205518 216803 -0.07711959883226527 N.S. Rothia Rothia 0.17735 1.8197 418 290 0.5259310907910688 N.S. Ruminococcus Ruminococcus 0.110295 2.55 108329 169709 -0.6476387506951333 N.S. Ruminococcus2 Ruminococcus2 0.152507 2.047 187962 159425 0.23756176876221602 N.S. Saccharibacteria_genera_incertae_sedis_Genus Saccharibacteria_gen 0.79144 0.0699299 36 41 -0.18286405714981058 N.S. Scardovia Scardovia 0.229733 1.44252 17 31 -0.8300749985576878 N.S. Sedimentibacter Sedimentibacter 0.0350388 4.44333 0 5 -2.584962500721156 normal Selenomonas Selenomonas 0.26976 1.21797 400 5 6.062495925733764 N.S. Senegalimassilia Senegalimassilia 0.803558 0.0618745 518 1042 -1.0069327141618842 N.S. Slackia Slackia 0.00750201 7.1489 1033 8874 -3.1015109338518343 normal Solobacterium Solobacterium 0.287821 1.12979 236 17 3.718818247455947 N.S. Spiroplasma Spiroplasma 0.0476911 3.92087 1403 10572 -2.912769946659493 normal Sporobacter Sporobacter 0.663751 0.189 15256 18724 -0.29549440727257625 N.S. Staphylococcus Staphylococcus 0.0547381 3.69008 3210 4284 -0.41627253927409136 N.S. Stomatobaculum Stomatobaculum 0.0731585 3.21071 18 0 4.247927513443585 N.S. Streptococcus Streptococcus 0.0152403 5.88859 52911 50176 0.07656873367107764 N.S. Streptomyces Streptomyces 0.43853699999999995 0.600109 18 10 0.7884958948062879 N.S. Streptophyta_Genus Streptophyta_Genus 0.0497309 3.85054 281 1258 -2.158511215320223 normal Subdoligranulum Subdoligranulum 0.956321 0.003 12514 9042 0.46878492221940604 N.S. Succiniclasticum Succiniclasticum 0.76714 0.0876869 3262 109 4.890623558567205 N.S. Succinivibrio Succinivibrio 0.425108 0.636153 11 6 0.7776075786635519 N.S. Sutterella Sutterella 0.316546 1.00317 1453 517 1.4890032662330395 N.S. Syntrophococcus Syntrophococcus 0.0030056600000000003 8.80464 293 68 2.0911478880581944 carcinoma Terrisporobacter Terrisporobacter 0.0485353 3.89139 1528 33620 -4.458702323934212 normal Tindallia Tindallia 0.105479 2.6207 8 102 -3.5165755257409064 N.S. Tissierella Tissierella 0.016603200000000002 5.73794 0 68 -6.108524456778169 normal Turicibacter Turicibacter 0.9747600000000001 0.00100111 3445 12966 -1.9118501346142356 N.S. Vallitalea_guaymasensis Vallitalea_guaymasen 0.280116 1.16653 411 2672 -2.69774359505986 N.S. Vallitalea_pronyensis Vallitalea_pronyensi 0.132084 2.26785 3627 15888 -2.1307819682108757 N.S. Vampirovibrio Vampirovibrio 0.849861 0.0358335 1985 135 3.8681870662780344 N.S. Varibaculum Varibaculum 0.0732764 3.20808 0 99 -6.643856189774724 N.S. Variovorax Variovorax 1.000001 0 54 26 1.0264722113611917 N.S. Veillonella Veillonella 0.00743391 7.16526 1435 16421 -3.5155021862630615 normal Weissella Weissella 0.675903 0.174775 16 310 -4.193307928880264 N.S.