Lineage	short_Lineage	kruskal_wallis_pValue	sum_filtered_chi_squared	Cancer	Normal	logFC	kruskal_wallis_selected_feature
Acetanaerobacterium	Acetanaerobacterium	0.525611	0.402872	1387	1199	0.20997316208237926	N.S.
Acetitomaculum	Acetitomaculum	0.270451	1.21446	1712	5127	-1.5818711105347418	N.S.
Acetivibrio	Acetivibrio	0.6299480000000001	0.232132	11138	44955	-2.012893955171048	N.S.
Acetoanaerobium	Acetoanaerobium	2.8590799999999997e-6	22.7354	0	293	-8.199672344836364	Normal
Acholeplasma	Acholeplasma	1.38906e-4	14.5305	1834	20059	-3.4504696377689683	Normal
Acidaminobacter	Acidaminobacter	0.24529600000000001	1.34991	10470	17145	-0.7114728196006705	N.S.
Acidaminococcus	Acidaminococcus	0.7699860000000001	0.0854943	106059	141784	-0.4188242586032942	N.S.
Actinobaculum	Actinobaculum	6.5925e-6	20.6228	89	0	6.491853096329675	Cancer
Actinomyces	Actinomyces	1.46911e-5	18.9117	41186	59511	-0.5309915565235901	N.S.
Adlercreutzia	Adlercreutzia	0.912251	0.0121441	9051	14672	-0.6968553807920532	N.S.
Aestuariispira	Aestuariispira	1.000001	0	11138	15733	-0.49826576769019937	N.S.
Akkermansia	Akkermansia	0.555814	0.347005	1019842	810862	0.33081698475931276	N.S.
Alistipes	Alistipes	0.35457299999999997	0.857027	1719335	1601183	0.10271240538026305	N.S.
Alkalibacter	Alkalibacter	0.169684	1.88574	54570	51617	0.08026023737855326	N.S.
Alkaliphilus	Alkaliphilus	1.3873799999999999e-4	14.5328	219789	486901	-1.1475056785604032	Normal
Alloprevotella	Alloprevotella	1.0558573e-6	29.5021	38844	0	15.245441291195771	Cancer
Anaerobacterium	Anaerobacterium	0.900966	0.015486	322	884	-1.454143290276436	N.S.
Anaerococcus	Anaerococcus	1.143133e-6	27.68	3066	0	11.58261245126702	Cancer
Anaerofilum	Anaerofilum	0.584025	0.299773	36115	17244	1.0664599882802221	N.S.
Anaerofustis	Anaerofustis	0.215482	1.53422	2683	2469	0.11987362972814353	N.S.
Anaerorhabdus	Anaerorhabdus	1.000001	0	378	219	0.7846943246464324	N.S.
Anaerosinus	Anaerosinus	3.2657199999999996e-6	22.3554	522	0	9.030667136246942	Cancer
Anaerosporobacter	Anaerosporobacter	0.28622699999999995	1.13729	7939	13224	-0.7360568098584288	N.S.
Anaerostipes	Anaerostipes	0.100292	2.7009	2124358	3002362	-0.4990708253271734	N.S.
Anaerotruncus	Anaerotruncus	0.673587	0.177436	18343	11107	0.7237091777619469	N.S.
Anaerovibrio	Anaerovibrio	0.31244599999999995	1.02031	1303	522	1.3180610179841352	N.S.
Anaerovorax	Anaerovorax	0.36836899999999995	0.809161	37946	52200	-0.4600916102725563	N.S.
Asaccharobacter	Asaccharobacter	0.937824	0.00608497	8059	12951	-0.6843231468872375	N.S.
Atopobium	Atopobium	0.511413	0.431178	3528	6812	-0.9490307766483213	N.S.
Bacteroides	Bacteroides	1.0558191e-6	29.5034	11646819	15065024	-0.3712669659436827	N.S.
Barnesiella	Barnesiella	0.0626968	3.4646	493436	550708	-0.15842428693525434	N.S.
Bifidobacterium	Bifidobacterium	0.092506	2.83023	678662	925542	-0.4476046570926471	N.S.
Bilophila	Bilophila	0.26350799999999996	1.25024	65312	40057	0.7052797839533298	N.S.
Blautia	Blautia	0.0179916	5.59707	9395688	12311781	-0.3899687261238398	N.S.
Brassicibacter	Brassicibacter	0.749077	0.102309	16033	23599	-0.5576524802402716	N.S.
Brumimicrobium	Brumimicrobium	6.59331e-6	20.6226	3894	0	11.92740761294903	Cancer
Bulleidia	Bulleidia	0.31981899999999996	0.989689	363	11111	-4.9320362437826955	N.S.
Buttiauxella	Buttiauxella	0.1086	2.57449	26505	17590	0.5914814722473825	N.S.
Butyricicoccus	Butyricicoccus	0.012092899999999998	6.29734	47748	111975	-1.2296471257817743	Normal
Butyricimonas	Butyricimonas	0.604348	0.26849	86090	83765	0.03949764189573557	N.S.
Butyrivibrio	Butyrivibrio	0.8265750000000001	0.0480037	40746	52503	-0.3657334934576504	N.S.
Caldibacillus	Caldibacillus	8.8076e-5	15.3981	0	1249	-10.287712379549449	Normal
Caldicellulosiruptor	Caldicellulosiruptor	0.542911	0.370173	990	1677	-0.7597857532533361	N.S.
Caloramator	Caloramator	1.4694e-5	18.9113	80133	199832	-1.3183084486865901	Normal
Carnobacterium	Carnobacterium	0.25995799999999997	1.26898	855	1419	-0.7302082279908984	N.S.
Catabacter	Catabacter	0.087172	2.92586	1918	2027	-0.07970294080796059	N.S.
Catenibacterium	Catenibacterium	0.33501099999999995	0.929435	34391	6314	2.4452183763083877	N.S.
Cellulosibacter	Cellulosibacter	0.263067	1.25255	24913	65155	-1.386941369731673	N.S.
Christensenella	Christensenella	0.061766800000000004	3.48932	18096	7855	1.2038837219994036	N.S.
Cloacibacillus	Cloacibacillus	0.0337509	4.50733	143607	86624	0.7292807675425372	N.S.
Clostridium_iii	Clostridium_iii	0.177546	1.81805	132735	194281	-0.5495925387307103	N.S.
Clostridium_iv	Clostridium_iv	0.227095	1.45897	675621	712354	-0.07638007640281685	N.S.
Clostridium_sensu_stricto	Clostridium_sensu_st	6.59169e-6	20.6231	387614	438996	-0.1795866792390015	N.S.
Clostridium_xi	Clostridium_xi	0.860152	0.0310402	143481	175979	-0.29454171660999506	N.S.
Clostridium_xii	Clostridium_xii	0.179937	1.79815	2777	3499	-0.3333083227382989	N.S.
Clostridium_xlva	Clostridium_xlva	0.012721199999999998	6.20761	1283367	1500181	-0.2252026210383633	N.S.
Clostridium_xlvb	Clostridium_xlvb	0.30112	1.06923	115947	94527	0.2946642986626955	N.S.
Clostridium_xviii	Clostridium_xviii	0.017565400000000002	5.63909	66409	199647	-1.5879862159816724	Normal
Collinsella	Collinsella	0.00143133	10.1663	223005	180538	0.304772005046857	N.S.
Coprobacillus	Coprobacillus	0.026694700000000002	4.91052	9804	9317	0.07349729997105392	N.S.
Coprobacter	Coprobacter	1.000001	0	11912	23073	-0.9537313578248074	N.S.
Coprococcus	Coprococcus	0.0177982	5.616	142815	303122	-1.0857457065280407	Normal
Corynebacterium	Corynebacterium	0.546126	0.364304	190	204	-0.10205127146969772	N.S.
Defluviitalea	Defluviitalea	0.558234	0.342774	5003	5229	-0.06372915696848303	N.S.
Dendrosporobacter	Dendrosporobacter	0.5021680000000001	0.450353	22113	95773	-2.1146740524715213	N.S.
Desulfovibrio	Desulfovibrio	0.031422	4.62981	64497	82992	-0.3637352331403765	N.S.
Dethiobacter	Dethiobacter	0.43738899999999997	0.603125	4007	7253	-0.8558942367750717	N.S.
Dialister	Dialister	1.3627059999999998e-6	25.8832	287972	473976	-0.7188835005681753	N.S.
Dorea	Dorea	0.240557	1.37734	484244	665234	-0.45812692254503773	N.S.
Eggerthella	Eggerthella	0.009080679999999999	6.80709	44248	42424	0.06073019178153238	N.S.
Eggerthia	Eggerthia	0.0189788	5.50356	681	6138	-3.1701600254781646	Normal
Eisenbergiella	Eisenbergiella	0.0946577	2.79334	17701	12709	0.47794833714493024	N.S.
Enterococcus	Enterococcus	0.665312	0.187136	7112	4766	0.577376538133489	N.S.
Enterorhabdus	Enterorhabdus	5.55942e-5	16.2815	0	100	-6.658211482751795	Normal
Erwinia	Erwinia	0.162896	1.94715	53877	65292	-0.27723203245660777	N.S.
Erysipelotrichaceae_incertae_sedis	Erysipelotrichaceae_	0.8310420000000001	0.0455251	29533	23499	0.3297160073807781	N.S.
Escherichia_shigella	Escherichia_shigella	0.36284299999999997	0.828033	131136	204543	-0.6413364224408582	N.S.
Ethanoligenens	Ethanoligenens	0.797031	0.0661483	13445	34502	-1.3595447534972855	N.S.
Eubacterium	Eubacterium	0.0607411	3.51706	709571	1157483	-0.7059712645856635	N.S.
Faecalibacterium	Faecalibacterium	0.461601	0.542012	2436399	3792669	-0.6384628387456566	N.S.
Faecalicoccus	Faecalicoccus	0.0790255	3.08485	593	5880	-3.3075266543611654	N.S.
Filifactor	Filifactor	0.906262	0.0138666	485	612	-0.3349307600850011	N.S.
Flavonifractor	Flavonifractor	0.920344	0.0100004	85420	77430	0.14167951302864523	N.S.
Fusicatenibacter	Fusicatenibacter	0.27312	1.20102	306665	558819	-0.8657154311421635	N.S.
Fusobacterium	Fusobacterium	1.000431937e-6	38.9629	68650	378	7.500939076820412	Cancer
Gemella	Gemella	0.45212899999999995	0.565311	2060	696	1.564113943670833	N.S.
Gemmiger	Gemmiger	0.6483380000000001	0.208004	342052	598808	-0.8078760216901806	N.S.
Geosporobacter	Geosporobacter	0.28627199999999997	1.13708	61716	196849	-1.6733568716959049	N.S.
Gordonibacter	Gordonibacter	0.741487	0.108825	3289	8355	-1.3447249084445048	N.S.
Gp7_Genus	Gp7_Genus	0.377818	0.777793	5997	1733	1.790377623646906	N.S.
Gracilibacter	Gracilibacter	0.568655	0.324941	17530	58184	-1.7307389842070542	N.S.
Granulicatella	Granulicatella	0.27606699999999995	1.18635	4169	5642	-0.4364149659123253	N.S.
Guggenheimella	Guggenheimella	0.171905	1.86626	20320	17606	0.2068222851857957	N.S.
Haemophilus	Haemophilus	4.05205e-6	21.7836	5546	85557	-3.9471231279461545	Normal
Haloplasma	Haloplasma	0.61356	0.255024	14457	16548	-0.19487604688744575	N.S.
Herbaspirillum	Herbaspirillum	1.000001	0	327	1758	-2.422987762853877	N.S.
Hespellia	Hespellia	0.78483	0.0745463	12976	12644	0.03738986518307463	N.S.
Holdemanella	Holdemanella	0.454947	0.558301	71101	99790	-0.4890195655237157	N.S.
Holdemania	Holdemania	1.000001	0	6795	11756	-0.7907622211391452	N.S.
Howardella	Howardella	1.00116737e-6	37.0231	2518	0	11.298635406734242	Cancer
Hungatella	Hungatella	0.841481	0.0400004	104148	115442	-0.1485317093061269	N.S.
Hydrogenibacillus	Hydrogenibacillus	0.13506	2.23338	54506	23119	1.2373001204324545	N.S.
Hydrogenispora	Hydrogenispora	0.914213	0.0116052	475	784	-0.7217310804710468	N.S.
Hydrogenoanaerobacterium	Hydrogenoanaerobacte	0.91978	0.010143	4653	5220	-0.16585494794257905	N.S.
Intestinibacter	Intestinibacter	0.9436030000000001	0.00500454	128869	157799	-0.29218075149331213	N.S.
Intestinimonas	Intestinimonas	0.0208262	5.34137	154106	147607	0.06216148072428851	N.S.
Kosakonia	Kosakonia	0.0433775	4.08067	23246	16446	0.499220095523226	N.S.
Lachnobacterium	Lachnobacterium	0.105373	2.62229	29854	139583	-2.225089106377494	N.S.
Lachnospira	Lachnospira	8.80566e-5	15.3985	0	614	-9.264442600226602	Normal
Lachnospiracea_incertae_sedis	Lachnospiracea_incer	0.0719712	3.23751	1906952	3118393	-0.7095339333772124	N.S.
Lactivibrio	Lactivibrio	0.775722	0.0811677	406	662	-0.7039800758463404	N.S.
Lactobacillus	Lactobacillus	6.59331e-6	20.6226	60270	20895	1.528237199796747	Cancer
Lactococcus	Lactococcus	0.210076	1.57091	13827	17586	-0.34691689938144776	N.S.
Lactonifactor	Lactonifactor	0.735635	0.114001	118079	191347	-0.6964341952942021	N.S.
Leuconostoc	Leuconostoc	0.49032099999999995	0.475825	1761	2405	-0.4494227182556614	N.S.
Lutispora	Lutispora	0.28836199999999995	1.12726	47165	28516	0.7259250379705815	N.S.
Marvinbryantia	Marvinbryantia	0.815938	0.0541834	970	3422	-1.8177180915906472	N.S.
Megasphaera	Megasphaera	0.48742899999999995	0.482199	1471	44530	-4.918960433181226	N.S.
Methanobrevibacter	Methanobrevibacter	0.0451447	4.01326	87752	60117	0.5456514328725142	N.S.
Methylobacterium	Methylobacterium	1.4247000000000001e-5	18.9746	0	248	-7.960001932068081	Normal
Mogibacterium	Mogibacterium	0.237445	1.3957	36841	43028	-0.2239579307308972	N.S.
Murimonas	Murimonas	0.33642099999999997	0.924028	67312	102183	-0.602212255228963	N.S.
Natranaerovirga_pectinivora	Natranaerovirga_pect	0.933214	0.00702287	1119	4840	-2.111806361915889	N.S.
Neisseria	Neisseria	1.0558191e-6	29.5034	1323	0	10.370687406807217	Cancer
Odoribacter	Odoribacter	0.388764	0.742808	174337	98053	0.8302386744087507	N.S.
Olsenella	Olsenella	0.30205299999999996	1.06511	2501	3463	-0.46935714056090383	N.S.
Oribacterium	Oribacterium	0.328899	0.953232	10095	10892	-0.1096175205388139	N.S.
Oscillibacter	Oscillibacter	0.411298	0.675048	626235	758727	-0.2768763336538065	N.S.
Oxalobacter	Oxalobacter	0.86328800000000006	0.0296501	1797	9463	-2.3960570528253413	N.S.
Oxobacter	Oxobacter	0.918698	0.0104194	7373	4230	0.8014487307374676	N.S.
Paenibacillus	Paenibacillus	0.43397199999999997	0.612173	600	1541	-1.3593658692038488	N.S.
Papillibacter	Papillibacter	0.819585	0.0520205	65522	73276	-0.16135902699696558	N.S.
Parabacteroides	Parabacteroides	0.08550390000000001	2.95707	675227	953685	-0.49813960855080097	N.S.
Paraprevotella	Paraprevotella	0.38346199999999997	0.759577	177061	290469	-0.7141345458701593	N.S.
Parasutterella	Parasutterella	0.021732500000000002	5.26716	32340	116041	-1.8432108724416043	Normal
Parvibacter	Parvibacter	0.143153	2.14374	45583	35871	0.34566934351842526	N.S.
Parvimonas	Parvimonas	4.903349999999999e-6	21.3117	45794	1359	5.073511533677596	Cancer
Pediococcus	Pediococcus	0.31635199999999997	1.00397	522	735	-0.4928948198100702	N.S.
Peptococcus	Peptococcus	0.38772199999999996	0.746078	26605	14972	0.8293883192913221	N.S.
Peptostreptococcus	Peptostreptococcus	1.000000292655e-6	53.2572	17357	0	14.083313108650756	Cancer
Phascolarctobacterium	Phascolarctobacteriu	0.228305	1.4514	156256	297149	-0.9272705598837305	N.S.
Porphyromonas	Porphyromonas	0.00548925	7.7110900000000004	103235	437	7.880799563550248	Cancer
Prevotella	Prevotella	6.59331e-6	20.6226	500425	867803	-0.7942124883054262	N.S.
Proteinivorax	Proteinivorax	0.0947719	2.79141	2721	2130	0.35313647372129076	N.S.
Pseudobacteroides	Pseudobacteroides	0.476641	0.506541	50073	70358	-0.4906732731210912	N.S.
Pseudobutyrivibrio	Pseudobutyrivibrio	0.0857654	2.95213	3076	11712	-1.9285142856210857	N.S.
Pseudoflavonifractor	Pseudoflavonifractor	0.600657	0.274008	82375	69319	0.24895241926490286	N.S.
Pseudomonas	Pseudomonas	3.5296299999999996e-5	17.1635	12221	34087	-1.4797835704911755	Normal
Raoultella	Raoultella	0.225171	1.47111	157369	217801	-0.46885666088672195	N.S.
Robinsoniella	Robinsoniella	0.0970011	2.75419	200	1183	-2.558401674450021	N.S.
Romboutsia	Romboutsia	0.6882360000000001	0.161003	253194	316230	-0.32072988620725695	N.S.
Roseburia	Roseburia	0.208861	1.57931	2740511	3918721	-0.5159377777338108	N.S.
Rothia	Rothia	0.035664100000000004	4.41314	2928	5751	-0.9736554825599306	N.S.
Ruminococcus	Ruminococcus	1.0557724e-6	29.505	2106300	2492046	-0.2426196590591161	N.S.
Ruminococcus2	Ruminococcus2	0.35627	0.851003	1023849	1393041	-0.4442343880497859	N.S.
Saccharofermentans	Saccharofermentans	0.780031	0.0779973	1865	1293	0.5281113688592516	N.S.
Salinithrix	Salinithrix	0.209055	1.57796	11552	30287	-1.3904787871855646	N.S.
Sedimentibacter	Sedimentibacter	0.548848	0.359386	756	862	-0.18906725919322298	N.S.
Senegalimassilia	Senegalimassilia	0.44725	0.577615	2463	6700	-1.4433741510880118	N.S.
Slackia	Slackia	1.3627059999999998e-6	25.8832	2736	0	11.418379719364957	Cancer
Solobacterium	Solobacterium	1.000430441e-6	38.9697	583	0	9.189824558880018	Cancer
Spiroplasma	Spiroplasma	0.5106550000000001	0.432726	108413	19681	2.4616023368984816	N.S.
Sporobacter	Sporobacter	0.578287	0.309013	138544	224292	-0.6950299499793893	N.S.
Staphylococcus	Staphylococcus	0.06882920000000001	3.31075	1933	2777	-0.5224588045045504	N.S.
Streptococcus	Streptococcus	2.58856e-4	13.3541	551727	1116834	-1.0173869556505402	Normal
Streptophyta_Genus	Streptophyta_Genus	0.0039587400000000005	8.3031	16708	28176	-0.7538926227588352	N.S.
Subdoligranulum	Subdoligranulum	0.510031	0.434005	289988	508141	-0.8092335373812283	N.S.
Succiniclasticum	Succiniclasticum	1.4689100000000001e-5	18.912	6405	0	12.645208082774683	Cancer
Sutterella	Sutterella	0.869961	0.0268006	5518	15659	-1.5046054219867067	N.S.
Syntrophococcus	Syntrophococcus	0.481585	0.495274	434	1381	-1.6676703096521681	N.S.
Terrisporobacter	Terrisporobacter	0.795466	0.0671957	68362	67218	0.02434662855068126	N.S.
Thermotalea	Thermotalea	0.158325	1.99016	14786	27864	-0.9141247665730798	N.S.
Turicibacter	Turicibacter	0.916236	0.0110622	47217	49213	-0.05973184512824581	N.S.
Vallitalea_guaymasensis	Vallitalea_guaymasen	1.000001	0	6790	2596	1.3867780183056109	N.S.
Vallitalea_pronyensis	Vallitalea_pronyensi	0.074778	3.17492	1809	16852	-3.2189438257740814	N.S.
Vampirovibrio	Vampirovibrio	0.23537	1.40812	2045	12266	-2.5839044185021933	N.S.
Veillonella	Veillonella	0.422313	0.643874	101940	109674	-0.10550029567666641	N.S.
Weissella	Weissella	6.58968e-6	20.6238	306	0	8.262094845370179	Cancer
Yersinia	Yersinia	0.0550109	3.68179	534	1678	-1.6499914336485197	N.S.