Lineage	short_Lineage	kruskal_wallis_pValue	sum_filtered_chi_squared	Cancer	Normal	logFC	kruskal_wallis_selected_feature
Acetanaerobacterium	Acetanaerobacterium	0.07002560000000001	3.28244	271	190	0.5100340132145904	N.S.
Acetitomaculum	Acetitomaculum	0.667052	0.185071	761	2419	-1.6671441446686348	N.S.
Acetivibrio	Acetivibrio	0.674793	0.176048	24289	25197	-0.05294673960111851	N.S.
Acetoanaerobium	Acetoanaerobium	1.401957e-6	25.6849	0	329	-8.366322214245816	Normal
Acholeplasma	Acholeplasma	2.1814e-4	13.6766	3923	9073	-1.2094136181315047	Normal
Acidaminobacter	Acidaminobacter	0.572326	0.318809	2148	3134	-0.5447999602616171	N.S.
Acidaminococcus	Acidaminococcus	1.000001	0	35759	46889	-0.39093354253750334	N.S.
Actinobaculum	Actinobaculum	1.46833e-5	18.9128	78	0	6.303780748177103	Cancer
Actinomyces	Actinomyces	1.142703e-6	27.6858	6620	9044	-0.4500713725078338	N.S.
Adlercreutzia	Adlercreutzia	0.956079	0.00303331	4704	8190	-0.7998448713998254	N.S.
Aestuariispira	Aestuariispira	0.595956	0.28113900000000003	7587	9821	-0.3722971437838325	N.S.
Akkermansia	Akkermansia	0.34819999999999995	0.880009	593170	491381	0.2716030557127702	N.S.
Alistipes	Alistipes	0.27613499999999996	1.18602	620910	581401	0.09485045627374333	N.S.
Alkalibacter	Alkalibacter	0.248289	1.33291	12653	12463	0.02182636245317937	N.S.
Alkaliphilus	Alkaliphilus	8.80728e-5	15.3982	30925	78818	-1.3497231998291053	Normal
Alloprevotella	Alloprevotella	1.00823912e-6	33.2178	20305	0	14.309618456283072	Cancer
Anaerococcus	Anaerococcus	1.0558658e-6	29.5018	1217	0	10.250298417906333	Cancer
Anaerofilum	Anaerofilum	0.256003	1.29025	16002	6712	1.2533128375498155	N.S.
Anaerofustis	Anaerofustis	0.265642	1.23912	706	763	-0.11186242322634854	N.S.
Anaerorhabdus	Anaerorhabdus	0.7396510000000001	0.110435	375	199	0.9107326619029132	N.S.
Anaerosinus	Anaerosinus	1.909448e-6	24.1109	270	0	8.08214904135387	Cancer
Anaerosolibacter	Anaerosolibacter	1.46911e-5	18.9117	5890	0	12.524296837662625	Cancer
Anaerosporobacter	Anaerosporobacter	0.446248	0.580167	3663	6392	-0.8030735904069157	N.S.
Anaerostipes	Anaerostipes	0.296913	1.08801	245655	370255	-0.5918836381049815	N.S.
Anaerotruncus	Anaerotruncus	0.34524499999999997	0.890861	5619	2698	1.058145153641437	N.S.
Anaerovibrio	Anaerovibrio	1.0558658e-6	29.5018	1452	0	10.504818987632841	Cancer
Anaerovorax	Anaerovorax	0.333731	0.93437	16408	22649	-0.4650237297014499	N.S.
Atopobium	Atopobium	0.5705370000000001	0.321787	2911	6274	-1.1076051035268009	N.S.
Bacteroides	Bacteroides	1.0557341999999999e-6	29.5063	2466848	2947798	-0.2569687469715589	N.S.
Barnesiella	Barnesiella	0.0290906	4.7623	87288	97137	-0.15423592311633172	N.S.
Bifidobacterium	Bifidobacterium	0.204192	1.61214	143687	240262	-0.7416749123639264	N.S.
Bilophila	Bilophila	0.121637	2.39613	18633	11265	0.7259620217299485	N.S.
Blautia	Blautia	0.0284767	4.79904	1427516	2015047	-0.49730627883041123	N.S.
Brumimicrobium	Brumimicrobium	1.910654e-6	24.1083	3060	0	11.579787329526992	Cancer
Bulleidia	Bulleidia	0.437799	0.602046	269	2541	-3.234932717954127	N.S.
Buttiauxella	Buttiauxella	0.0682812	3.32389	5288	8540	-0.6914100184220846	N.S.
Butyricicoccus	Butyricicoccus	0.00254651	9.10759	14959	38687	-1.3707759744741246	Normal
Butyricimonas	Butyricimonas	0.45039199999999996	0.569667	13663	13896	-0.02439359624109194	N.S.
Butyrivibrio	Butyrivibrio	0.246445	1.34335	13320	7665	0.797156485531108	N.S.
Caldibacillus	Caldibacillus	0.31193699999999996	1.02246	349	1490	-2.090853430451114	N.S.
Caldicellulosiruptor	Caldicellulosiruptor	1.000001	0	1010	1602	-0.6649914282515326	N.S.
Caloramator	Caloramator	0.208937	1.57878	19177	45338	-1.2413002961788635	N.S.
Carnobacterium	Carnobacterium	0.160633	1.96827	827	1403	-0.7618402628052365	N.S.
Catabacter	Catabacter	0.0114597	6.39275	885	622	0.5080745355310157	N.S.
Catenibacterium	Catenibacterium	0.45763899999999996	0.551665	19300	2501	2.9475219019788845	N.S.
Christensenella	Christensenella	0.40290899999999996	0.699631	4391	4503	-0.036328773075030796	N.S.
Cloacibacillus	Cloacibacillus	6.59492e-6	20.622	28131	2239	3.6506414850229394	Cancer
Clostridium_iii	Clostridium_iii	0.266503	1.23467	56808	68753	-0.2753241420369843	N.S.
Clostridium_iv	Clostridium_iv	0.311081	1.02608	202649	222656	-0.13583279326351416	N.S.
Clostridium_sensu_stricto	Clostridium_sensu_st	0.205166	1.60522	88550	113398	-0.35682741361360826	N.S.
Clostridium_xi	Clostridium_xi	0.644775	0.212553	269	376	-0.48160511621783186	N.S.
Clostridium_xii	Clostridium_xii	0.167999	1.90072	1263	1618	-0.35710652212546456	N.S.
Clostridium_xlva	Clostridium_xlva	6.59048e-6	20.6235	307424	336448	-0.13015334245272925	N.S.
Clostridium_xlvb	Clostridium_xlvb	0.0212133	5.30927	28532	20751	0.4593810571905408	N.S.
Clostridium_xviii	Clostridium_xviii	0.00352444	8.51442	39828	117830	-1.564827982768616	Normal
Collinsella	Collinsella	0.0114787	6.38982	197201	180575	0.12706802362963288	N.S.
Coprobacillus	Coprobacillus	0.0881443	2.90796	3438	3954	-0.20168857883336244	N.S.
Coprobacter	Coprobacter	0.7834420000000001	0.075536	8526	12239	-0.5214933962975365	N.S.
Coprococcus	Coprococcus	0.010211099999999999	6.59786	102411	187125	-0.8696252547986383	N.S.
Corynebacterium	Corynebacterium	0.8189080000000001	0.0524187	175	213	-0.2820353677638492	N.S.
Defluviitalea	Defluviitalea	0.528475	0.397324	1525	1676	-0.136127726729816	N.S.
Dendrosporobacter	Dendrosporobacter	0.605874	0.266229	14987	62678	-2.0641742800150435	N.S.
Desulfonatronovibrio	Desulfonatronovibrio	0.918759	0.0104037	547	313	0.8034113340688993	N.S.
Desulfovibrio	Desulfovibrio	0.045927	3.98431	12894	14587	-0.17797033165953735	N.S.
Dethiobacter	Dethiobacter	0.9356380000000001	0.00652124	2690	4469	-0.7321324404302629	N.S.
Dialister	Dialister	1.143133e-6	27.68	49321	62757	-0.34756807458495587	N.S.
Dorea	Dorea	0.36799	0.810445	123665	160673	-0.3776875846103884	N.S.
Eggerthella	Eggerthella	0.00326005	8.65645	14476	15995	-0.1439485157135909	N.S.
Eggerthia	Eggerthia	0.0209574	5.33042	218	1896	-3.1147169038103026	Normal
Eikenella	Eikenella	1.46931e-5	18.9114	634	0	9.310612781659529	Cancer
Eisenbergiella	Eisenbergiella	0.045302300000000004	4.00739	8571	6274	0.45001639095105084	N.S.
Enterococcus	Enterococcus	0.46065799999999996	0.544297	2281	2345	-0.039904221739828216	N.S.
Enterorhabdus	Enterorhabdus	0.41858599999999996	0.654285	15540	17225	-0.14850839810146788	N.S.
Erysipelotrichaceae_incertae_sedis	Erysipelotrichaceae_	0.949222	0.00405578	16958	12649	0.4229137179075373	N.S.
Escherichia_shigella	Escherichia_shigella	0.44747899999999996	0.577033	74134	140615	-0.9235340392259523	N.S.
Ethanoligenens	Ethanoligenens	0.652489	0.202778	3668	7550	-1.0412808126335928	N.S.
Eubacterium	Eubacterium	0.524983	0.404095	153560	244501	-0.6710344060563109	N.S.
Faecalibacterium	Faecalibacterium	0.548506	0.360002	462422	723503	-0.6457878365300367	N.S.
Faecalicoccus	Faecalicoccus	0.0264883	4.92392	351	2674	-2.9258915575385753	Normal
Flavonifractor	Flavonifractor	0.547371	0.362051	11985	10597	0.1775582465270933	N.S.
Fusicatenibacter	Fusicatenibacter	0.147007	2.10304	142441	265605	-0.8989131397670853	N.S.
Fusobacterium	Fusobacterium	1.0000203751e-6	44.9344	9073	0	13.147522944350744	Cancer
Gemella	Gemella	0.397783	0.715021	2223	694	1.6780719051126365	N.S.
Gemmiger	Gemmiger	0.920344	0.0100002	161301	250725	-0.6363472830304282	N.S.
Geosporobacter	Geosporobacter	0.87459	0.0249111	10574	44925	-2.086892953444737	N.S.
Gordonibacter	Gordonibacter	0.509685	0.434717	1524	4058	-1.412315097360084	N.S.
Gracilibacter	Gracilibacter	0.0755136	3.15893	2351	1719	0.4514794952469039	N.S.
Guggenheimella	Guggenheimella	1.140766e-6	27.7123	0	15132	-13.885410398570698	Normal
Haemophilus	Haemophilus	0.0361714	4.38906	3837	54990	-3.8407689053035092	Normal
Haloplasma	Haloplasma	0.31530699999999995	1.00832	144	189	-0.38994651831601335	N.S.
Holdemanella	Holdemanella	0.815022	0.0547343	26105	32033	-0.295222532123983	N.S.
Holdemania	Holdemania	0.8892840000000001	0.0193798	1438	3511	-1.28722625279506	N.S.
Howardella	Howardella	1.00116765e-6	37.0226	2491	0	11.283088353024002	Cancer
Hungatella	Hungatella	0.8671070000000001	0.0280012	23219	33437	-0.5261205870463321	N.S.
Hydrogenibacillus	Hydrogenibacillus	0.26281299999999996	1.25388	15407	8974	0.7796957642456821	N.S.
Hydrogenispora	Hydrogenispora	1.362652e-6	25.8835	350	0	8.45532722030456	Cancer
Hydrogenoanaerobacterium	Hydrogenoanaerobacte	0.692894	0.155971	2181	2452	-0.16889613223399458	N.S.
Intestinibacter	Intestinibacter	0.798663	0.0650655	45180	58433	-0.371091847357647	N.S.
Intestinimonas	Intestinimonas	0.0300411	4.707	32786	33632	-0.03675356863796253	N.S.
Lachnobacterium	Lachnobacterium	0.0853388	2.96019	19028	81246	-2.0941147953004613	N.S.
Lachnospira	Lachnospira	8.80825e-5	15.398	0	410	-8.682994583681683	Normal
Lachnospiracea_incertae_sedis	Lachnospiracea_incer	6.59492e-6	20.622	474249	921871	-0.9589186757328143	N.S.
Lactivibrio	Lactivibrio	0.53985	0.37582	469	792	-0.75466010913898	N.S.
Lactobacillus	Lactobacillus	1.46901e-5	18.9118	21601	7290	1.56697628243192	Cancer
Lactococcus	Lactococcus	0.145189	2.12209	4508	6405	-0.5066162881371632	N.S.
Lactonifactor	Lactonifactor	0.864774	0.0290024	19535	38662	-0.9848184803057762	N.S.
Leuconostoc	Leuconostoc	0.46114299999999997	0.543121	297	475	-0.6756492428457808	N.S.
Lutispora	Lutispora	0.318992	0.993078	40801	33292	0.29342099461951676	N.S.
Marvinbryantia	Marvinbryantia	0.737811	0.112061	263	703	-1.4150374992788421	N.S.
Megasphaera	Megasphaera	5.56065e-5	16.2811	0	21956	-14.422393330942478	Normal
Methanobrevibacter	Methanobrevibacter	0.0741332	3.18907	96224	88242	0.12492992692514804	N.S.
Methylobacterium	Methylobacterium	2.2362e-5	18.0638	0	248	-7.960001932068081	Normal
Mogibacterium	Mogibacterium	1.362679e-6	25.8834	9099	7157	0.34631000155703795	N.S.
Natranaerovirga_pectinivora	Natranaerovirga_pect	0.9432470000000001	0.00506806	659	3863	-2.5495571645899577	N.S.
Neisseria	Neisseria	1.4685200000000001e-5	18.9125	297	0	8.219168520462162	Cancer
Odoribacter	Odoribacter	0.909119	0.0130306	86624	32838	1.399373251833488	N.S.
Olsenella	Olsenella	0.554312	0.349651	2181	3544	-0.7001345258032714	N.S.
Oribacterium	Oribacterium	0.529508	0.395337	3511	3825	-0.12354402881075366	N.S.
Oscillibacter	Oscillibacter	0.246148	1.34504	151580	161566	-0.09204362877571981	N.S.
Oxalobacter	Oxalobacter	0.9002450000000001	0.0157135	362	1756	-2.275072738012625	N.S.
Oxobacter	Oxobacter	0.869761	0.026884	1869	2865	-0.6160003394871474	N.S.
Paenibacillus	Paenibacillus	0.859939	0.0311359	625	1612	-1.3655118762230245	N.S.
Papillibacter	Papillibacter	0.9747020000000001	0.00100574	26176	41156	-0.652838058176874	N.S.
Parabacteroides	Parabacteroides	0.0223255	5.22032	116033	151557	-0.385322404608786	N.S.
Paraprevotella	Paraprevotella	0.764381	0.0898404	48488	62773	-0.372509640310442	N.S.
Parasutterella	Parasutterella	0.0662904	3.37259	13983	42309	-1.5972215957431128	N.S.
Parvibacter	Parvibacter	0.38455999999999996	0.756076	4637	4184	0.14827519720829763	N.S.
Parvimonas	Parvimonas	1.500591e-6	25.2615	8086	235	5.098745846755365	Cancer
Peptococcus	Peptococcus	0.456439	0.554616	5553	2763	1.0067695614305876	N.S.
Peptoniphilus	Peptoniphilus	1.4695e-5	18.9111	1306	0	10.352043425795433	Cancer
Peptostreptococcus	Peptostreptococcus	1.0000000981436999e-6	55.4032	6047	0	12.562242424221072	Cancer
Phascolarctobacterium	Phascolarctobacteriu	0.175837	1.83247	94683	182713	-0.9483946208155345	N.S.
Planifilum	Planifilum	0.535188	0.384533	413	258	0.6766786698127696	N.S.
Porphyromonas	Porphyromonas	1.4695e-5	18.9111	55155	155	8.465827994815898	Cancer
Prevotella	Prevotella	1.46911e-5	18.9117	153224	154372	-0.010768740997988857	N.S.
Proteinivorax	Proteinivorax	0.7941280000000001	0.0680978	376	541	-0.5237283280852072	N.S.
Pseudobacteroides	Pseudobacteroides	0.621544	0.243705	3462	1394	1.3117572654806775	N.S.
Pseudobutyrivibrio	Pseudobutyrivibrio	0.162907	1.94705	1983	5618	-1.5019013745773275	N.S.
Pseudoflavonifractor	Pseudoflavonifractor	0.596215	0.280744	8020	6188	0.3740757906828698	N.S.
Pseudomonas	Pseudomonas	3.5296299999999996e-5	17.1635	3287	10685	-1.7004397181410909	Normal
Romboutsia	Romboutsia	0.905811	0.0140007	71939	93712	-0.3814550349918413	N.S.
Roseburia	Roseburia	6.59089e-6	20.6234	368207	602957	-0.711536540156775	N.S.
Rothia	Rothia	0.00726725	7.20595	759	1465	-0.9478137798028641	N.S.
Ruminococcus	Ruminococcus	0.0498528	3.84644	290189	418613	-0.5286227567284065	N.S.
Ruminococcus2	Ruminococcus2	0.35066299999999995	0.87106	273761	379125	-0.4697551934184041	N.S.
Sedimentibacter	Sedimentibacter	0.36194499999999996	0.831138	312	355	-0.18571458403378038	N.S.
Senegalimassilia	Senegalimassilia	0.220064	1.50396	2462	7364	-1.5802688974242507	N.S.
Slackia	Slackia	1.3627059999999998e-6	25.8832	2743	0	11.422064766172813	Cancer
Solobacterium	Solobacterium	1.000157204e-6	40.9371	609	0	9.252665432450248	Cancer
Spiroplasma	Spiroplasma	0.232589	1.42496	25142	5448	2.206093402772879	N.S.
Sporobacter	Sporobacter	0.454997	0.558177	34356	56692	-0.722566545592624	N.S.
Staphylococcus	Staphylococcus	0.050658	3.81958	125	104	0.26303440583379434	N.S.
Streptococcus	Streptococcus	0.00666342	7.3618	157717	285213	-0.8546974785164068	N.S.
Streptophyta_Genus	Streptophyta_Genus	0.0049749700000000004	7.88888	3250	5457	-0.7474888385837861	N.S.
Subdoligranulum	Subdoligranulum	0.359942	0.838099	12272	13266	-0.11235423515175569	N.S.
Sutterella	Sutterella	0.946342	0.00452969	4355	6111	-0.488640589318841	N.S.
Syntrophococcus	Syntrophococcus	0.0161371	5.78798	299	100	1.5706072077440867	Cancer
Terrisporobacter	Terrisporobacter	0.843462	0.0389938	22292	20900	0.09301880601355883	N.S.
Thermotalea	Thermotalea	0.557892	0.34337	3508	4366	-0.3155825833780881	N.S.
Turicibacter	Turicibacter	0.6587770000000001	0.195013	13657	13558	0.010495457909600603	N.S.
Vallitalea_guaymasensis	Vallitalea_guaymasen	0.414612	0.665541	3250	1933	0.7492957612135136	N.S.
Vallitalea_pronyensis	Vallitalea_pronyensi	0.0628635	3.46021	2164	13448	-2.6350599751577573	N.S.
Vampirovibrio	Vampirovibrio	0.215832	1.53188	2500	6863	-1.4565444953185747	N.S.
Veillonella	Veillonella	0.25686699999999996	1.28557	17429	19551	-0.16574362080568328	N.S.
Yersinia	Yersinia	0.0738537	3.19525	339	1644	-2.2744809324849005	N.S.