Patient characteristics by group (sample type based)

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PAT.ID	Diagnosis group	Sex	Age	Weight (kg)	BMI	Diabetes Typ II	Surgery indication	Histology: NAS score	Histology: NAS fat	Histology: NAS balloning	Histology: NAS inflammation	Fat	Fibrosis	Blood test: GGT (U/l)	Blood test: AP (U/l)	Blood test: total bilirubin (µmol/l)	Blood test: ALT (U/l)	Blood test: AST (U/l)	Bile acids: primary (µmol/l)	Bile acids: secondary (µmol/l)	Bile acids: 2º/1º	3D reconstruction
5582	NC	80	male	79	26	no	oesophagus carcinoma	0	0	0	0	3	0	20	55	8	18	27	0.3510636569624429	0.5682101677208671	1.618538850296471
5719	NC	57	female	67	25	no	colon carcinoma	0	0	0	0	0	0	20	75	7	23	30	0.1883976648787146	0.1379739804135096	0.7323550453894085
5913	NC	68	male	75	22	yes	oesophagus carcinoma	0	0	0	0	0	0	36	39	4	24	19	0.3524690893501137	0.39012165556505474	1.1068251581560393
6161	NC	65	female	52	21	no	oesophagus carcinoma	0	0	0	0	0	0	20	69	6	14	24	0.060098922634998275	0.26444748250141537	4.400203379809272
6172	NC	69	male	69	25	yes	oesophagus carcinoma	0	0	0	0	3	0	31	68	5	28	32	0.21150703861183068	0.4003086877938858	1.8926494854318028
6671	NC	74	female	67	26	no	rectum carcinoma	0	0	0	0	0	0	32	61	10	20	25	0.1242671971599891	0.21943344840382392	1.7658195679855242
6724	NC	85	female	48	21	yes	pancreas carcinoma	0	0	0	0	0	0	60	87	12	42	51	1.100842483219104	3.465489980965813	3.1480343771181167	x
6929	NC	84	female	60	25	no	rectum carcinoma	0	0	0	0	3	0	20	73	7	15	24	0.6773400364978768	0.4135166836311135	0.6105008730462218	x
6930	NC	71	female	75	25	yes	rectum carcinoma	0	0	0	0	0	0	30	86	9	27	28	0.8399877865869804	1.4415206611588665	1.716120977206134
*6936	NC	76	male	75	25	yes	sigma carcinoma	1	1	0	0	8	0	20	65	7	11	15	0.2504514419397658	1.4993574732779476	5.9866194487255004	x
6937	NC	62	male	95	29	no	sigma carcinoma	0	0	0	0	0	0	15	90	7	20	23	2.5425488280667023	1.6525830931581398	0.6499710349376957
7012	NC	54	female	65	22	no	gastric cancer	0	0	0	0	0	0	18	67	5	12	21	0.10361176031474922	0.11203435735447032	1.0812899714678637	x
7173	NC	54	female	77	26	no	colon carcinoma	0	0	0	0	0	0	42	118	10	44	30	0.09199010114754136	0.3149543629645093	3.423785375117257	x
7194	NC	62	male	84	27	no	pancreas carcinoma	0	0	0	0	0	0	35	63	14	27	27	0.8442311329177752	0.7136604182268788	0.8453377166515683	x
7279	NC	59	female	62	26	no	gastric cancer	0	0	0	0	0	0	20	67	4	30	25	1.8628574856741649	4.048291097392116	2.1731619989851483
7634	NC	77	female	61	24	no	pancreas carcinoma	0	0	0	0	0	0	13	73	7	15	30	0.3867385000612866	0.2440166600868234	0.6309603518867503
7719	NC	66	male	88	27	no	oesophagus carcinoma	0	0	0	0	0	0	18	60	6	12	8	0.37375453254041247	0.5914910067522654	1.5825654413657446
7814	NC	51	female	62	21	no	pancreas carcinoma	0	0	0	0	4	0	31	78	5	33	22	0.2781157317219556	0.6007578038536993	2.160100042288521
7913	NC	66	female	64	22	no	colon carcinoma	0	0	0	0	4	0	26	139	5	9	16	0.9263542900071493	1.0902107517715056	1.1768831466879608
7988	NC	60	male	80	23	no	rectum carcinoma	0	0	0	0	0	0	23	94	3	7	11	0.25379830411183535	1.2098274839648375	4.766885610991834
7997	NC	65	male	88	24	no	colon carcinoma	0	0	0	0	0	0	20	43	5	21	29	0.13730976405482093	0.3264944180139172	2.3777946183314707
8094	NC	62	female	75	29	no	liver matastases/Breast cancer	0	0	0	0	0	0	28	69	5	7	19	0.2809976030752051	0.3697766956734288	1.3159425262943016
7213	HO	44	female	139	47	no	gastric bypass	0	0	0	0	0	0	19	86	5	11	16	1.6236058285670034	1.494398848740535	0.9204197363959289
7834	HO	51	male	164	45	no	gastric bypass	0	0	0	0	0	0	22	51	9	20	19	1.777663563973075	2.0103120081125057	1.1308731578091538
5988	HO	48	female	117	46	no	sleeve gastrectomy	0	0	0	0	3	0	26	66	12	11	17	0.11311680244693603	0.3059702284813083	2.70490521180389
6286	HO	38	female	134	45	no	sleeve gastrectomy	0	0	0	0	4	0	15	37	8	16	18	0.36671978008280354	0.4409801570066179	1.2024989677596523
6485	HO	43	female	160	50	no	gastric bypass	0	0	0	0	3	0	23	62	10	22	25	0.3017704183078026	0.33351254567395466	1.105186345116755
6758	HO	37	female	110	41	no	sleeve gastrectomy	1	1	0	0	5	0	19	50	3	15	15	0.38721842820489893	0.3383527173590738	0.8738032405318077	x
6922	HO	68	male	95	32	yes	colon carcinoma	1	1	0	0	5	0	n.d.	n.d.	n.d.	n.d.	n.d.	0.395199193873047	1.9529742299737096	4.941746492026193	x
7039	HO	39	female	158	56	no	sleeve gastrectomy	0	0	0	0	5	0	17	70	7	17	17	0.7025795778216833	0.426601264436419	0.6071928047767589
7230	HO	36	female	126	40	no	gastric bypass	0	0	0	0	0	0	17	55	6	10	27	0.1483033176636159	0.3681006758279976	2.4820798457316364	x
7252	HO	29	female	139	45	no	sleeve gastrectomy	0	0	0	0	0	0	20	59	5	25	25	0.9264550794896964	2.9854479795696856	3.2224422377975515	x
7615	HO	39	male	152	48	no	gastric bypass	1	1	0	0	5	0	74	54	9	42	25	0.38898079991912426	0.19834534031166542	0.5099103615214551
7658	HO	46	female	102	37	no	gastric bypass	0	0	0	0	0	0	23	73	7	13	18	0.34577383858481403	0.22932833073918224	0.6632321626117785
7664	HO	42	male	165	47	yes	gastric bypass	1	1	0	0	5	0	46	93	6	20	25	0.16302102697962717	0.09467595037954339	0.5807591335526006
7739	HO	48	female	136	47	no	sleeve gastrectomy	0	0	0	0	0	0	19	85	6	17	18	0.5473206998432657	0.6569557730553207	1.2003123091150232
7772	HO	59	female	72.5	31	no	liver matastases/Breast cancer	1	1	0	0	5	0	26	82	6	22	21	0.335676281993472	0.6355199867172895	1.8932525793694552
7838	HO	60	female	155	60	yes	gastric bypass	0	0	0	0	0	0	11	76	7	14	20	2.1168690547114357	1.896802626067545	0.896041548647472
7873	HO	63	male	112	36	yes	gastric bypass	0	0	0	0	0	0	47	93	5	10	18	2.1129283110263235	1.9180614525150825	0.9077740321361933
7886	HO	40	female	127	45	no	gastric bypass	0	0	0	0	4	0	32	159	9	32	32	0.22189624330927632	0.4909670832764644	2.212597545385932
7887	HO	43	female	133	53	no	gastric bypass	0	0	0	0	4	0	33	59	3	20	21	0.2778201526824502	0.17818833701246314	0.6413801709199018
8054	HO	63	male	170	51	yes	gastric bypass	2	1	1	0	5	0	44	117	11	33	25	0.7350530343004303	0.8915515101864886	1.2129077339773204
8092	HO	57	female	85	30	no	gastric bypass	0	0	0	0	0	0	13	76	4	22	18	0.17416382925568735	0.5954791915536147	3.4190749830115443
8114	HO	49	female	84	34	no	gastric bypass	0	0	0	0	0	0	12	58	10	14	17	8.637842220703574	3.862339161358052	0.44714166601707794
8156	HO	33	female	120	40	no	gastric bypass	0	0	0	0	4	0	14	83	4	20	26	0.3505536466100976	0.3307223448921074	0.943428625233936
8157	HO	52	female	160	53	no	sleeve gastrectomy	0	0	0	0	0	0	13	52	10	22	19	0.32983453727331347	0.7481873973363288	2.268371904050643
7181	HO	40	female	183	56	yes	sleeve gastrectomy	0	0	0	0	0	0	27	90	8	35	19	0.2033711294472571	0.2514401290897286	1.23636098089792
5780	HO	46	male	116	33	no	sleeve gastrectomy	0	0	0	0	3	0	n.d.	n.d.	n.d.	n.d.	n.d.	1.388266570083716	1.2171328251998457	0.8767284694656657
5790	HO	42	male	126	36	no	sleeve gastrectomy	0	0	0	0	3	0	n.d.	n.d.	n.d.	n.d.	n.d.	1.28281906707292	0.6337748509785855	0.49404851178639325
6975	STEA	35	female	110	40	no	gastric bypass	1	1	0	0	20	1	26	63	9	33	26	0.7112218679590918	0.44429322084636425	0.6246900452053018
6492	STEA	42	male	160	49	yes	gastric bypass	3	3	0	0	80	0	22	83	6	27	22	0.18698448914997323	0.253637613150645	1.3564633852982948
6503	STEA	42	female	185	60	no	sleeve gastrectomy	1	1	0	0	25	0	21	84	6	25	27	0.1521666598807584	0.19341625682604935	1.271081700666987	x
6610	STEA	42	male	198	54	yes	gastric bypass	3	2	1	0	50	0	81	90	7	42	23	0.6026778546348426	0.7084865820645385	1.175564319504994	x
6735	STEA	47	male	135	44	no	gastric bypass	3	3	0	0	70	0	45	83	8	36	30	0.31800008376714367	0.30712795212730665	0.9658109157990091	x
6746	STEA	69	female	107	38	no	sleeve gastrectomy	1	1	0	0	20	0	31	140	5	24	21	0.2640502600481721	0.17062932849278245	0.6462001910607988
6757	STEA	34	male	160	47	no	sleeve gastrectomy	2	2	0	0	50	0	36	64	5	80	37	0.8004085701687635	0.592815729307885	0.7406414066542187	x
6967	STEA	46	female	109	44	yes	gastric bypass	2	2	0	0	40	0	112	73	7	61	50	0.3689135011723602	0.476929359135963	1.292794537528017	x
6978	STEA	48	female	146	43	no	gastric bypass	1	1	0	0	10	0	23	85	4	10	16	0.18858872920398373	0.19566334754039383	1.0375134737174985
7031	STEA	62	female	143	53	no	gastric bypass	1	1	0	0	10	0	316	284	4	99	49	0.2599408395068067	0.15319489916479673	0.5893452504633665
7137	STEA	67	male	115	33	yes	colon carcinoma	3	3	0	0	90	1	133	62	9	26	25	1.1568239955934216	2.057737902266124	1.7787821743882104
7172	STEA	39	male	188	61	no	gastric bypass	1	1	0	0	20	0	52	78	11	46	33	0.22057315191073706	0.3633465517770335	1.6472836726931974
7236	STEA	52	female	125	47	no	gastric bypass	1	1	0	0	25	0	31	88	6	15	17	0.6966304256401604	1.133486603702873	1.62709890636957
7251	STEA	34	male	163	48	no	sleeve gastrectomy	3	3	0	0	70	0	40	60	7	67	55	1.0783948685880995	0.2646411392180935	0.2454028175825594	x
7401	STEA	40	female	135	44	no	gastric bypass	1	1	0	0	15	0	12	81	8	16	13	0.287306055250387	0.3652070452258437	1.271142875521945
7466	STEA	30	female	168	63	no	sleeve gastrectomy	4	3	1	0	70	0	90	103	4	28	25	0.9800433169807343	0.5622233987417019	0.573671988778792
7480	STEA	39	male	165	50	no	sleeve gastrectomy	2	2	0	0	40	0	27	68	7	34	19	0.5958263682525614	1.6042165126765775	2.6924228234165284
7484	STEA	37	female	97	39	no	gastric bypass	3	3	0	0	70	0	69	79	6	61	31	1.4627303608960418	0.7577461754625041	0.5180354463951392	x
7489	STEA	34	female	130	49	no	gastric bypass	1	1	0	0	10	0	9	64	5	16	18	0.9579002361456033	0.3318927237381274	0.3464794257422846
7499	STEA	49	female	126	44	no	sleeve gastrectomy	0	0	0	0	10	0	66	90	11	35	36	0.3786693704943427	0.35296913316760076	0.9321301395642564
7524	STEA	55	male	150	46	no	sleeve gastrectomy	2	2	0	0	40	0	36	63	4	43	23	1.2809793431753929	0.9405182844469655	0.7342181507123561
7539	STEA	46	female	173	56	no	sleeve gastrectomy	1	1	0	0	10	0	95	71	7	29	25	0.4941520342838761	0.4585943497474106	0.9280430271060289
7614	STEA	40	female	109	37	yes	gastric bypass	4	3	1	0	80	0	79	70	8	39	33	0.24070792522691736	0.055412945955902196	0.23020823225352446
7666	STEA	56	male	139	49	no	sleeve gastrectomy	1	1	0	0	10	0	34	67	6	45	39	0.6531122916754935	0.7289074254966305	1.1160522237710337
7708	STEA	60	male	149	46	yes	gastric bypass	1	1	0	0	10	0	58	114	6	43	29	3.622424085913414	2.9482242933027742	0.8138815951361376
7740	STEA	32	female	163	53	no	gastric bypass	1	1	0	0	20	0	37	69	4	28	17	0.9871505266668226	0.25136016446099213	0.2546320522258403
7833	STEA	33	female	140	50	no	gastric bypass	1	1	0	0	15	0	17	76	10	8	13	0.3858908292124912	0.2873115865251523	0.7445411105298486
7918	STEA	51	male	141	39	yes	gastric bypass	3	3	0	0	80	0	90	70	6	74	39	0.6342850326246662	0.3333544373837637	0.5255593624909385	x
7938	STEA	48	female	148	51	no	gastric bypass	4	3	1	0	70	0	82	69	4	37	25	0.8099605736725033	0.18185261315708157	0.22452032736918284
7463	STEA	44	male	146	41	no	sleeve gastrectomy	2	2	0	0	40	0	55	105	6	119	59	0.38409192777972634	0.26555267301652125	0.6913779067203245
7589	STEA	47	female	127	44	yes	gastric bypass	1	1	0	0	15	0	22	104	6	19	14	0.3414822774576042	0.3278596155823391	0.9601072653705832
6002	eNASH	45	male	133	40	no	sleeve gastrectomy	2	1	0	1	30	0	27	64	14	56	31	0.14091266082647858	0.24762901181686955	1.7573226590462492
6174	eNASH	41	female	162	65	no	sleeve gastrectomy	2	1	0	1	25	0	20	57	10	19	20	0.40417648030746983	0.5047953732726003	1.2489479172281042
6921	eNASH	55	male	169	75	no	gastric bypass	4	2	1	1	40	0	54	86	10	66	36	0.37849305677630024	0.42629049012815773	1.1262835143105598	x
7041	eNASH	44	female	155	51	no	gastric bypass	2	1	0	1	40	0	29	96	10	31	28	0.5038349654494201	0.6833434751774315	1.3562843431636193
7188	eNASH	51	female	114	45	no	gastric bypass	3	2	0	1	40	0	28	59	7	19	24	2.592086173343301	0.5293187214612162	0.2042056807002273	x
7229	eNASH	46	male	164	53	no	sleeve gastrectomy	4	3	0	1	70	0	36	91	10	67	42	0.867321829534232	0.30045536578719273	0.3464173915103035
7247	eNASH	49	female	118	45	yes	gastric bypass	4	3	0	1	70	0	60	117	13	35	25	0.3023487471640823	0.5077161601531567	1.6792401652573183
7286	eNASH	47	female	105	39	no	gastric bypass	5	3	1	1	80	0	40	76	4	41	32	0.2692540476465876	0.251674565906569	0.9347104272204192
7299	eNASH	51	female	140	58	yes	sleeve gastrectomy	5	3	1	1	70	1	139	124	7	76	67	1.3601325482579476	2.01424507630842	1.480918222924859	x
7319	eNASH	39	female	140	47	yes	gastric bypass	5	3	1	1	80	1	96	103	8	57	71	0.9496202275026003	0.05199567092150376	0.05475417373769177	x
7322	eNASH	51	female	188	69	yes	sleeve gastrectomy	5	3	1	1	80	0	54	85	6	19	20	0.8705811710840026	0.5904905456838155	0.6782716710362198
7344	eNASH	58	female	155	51	yes	gastric bypass	3	2	0	1	50	0	113	73	8	65	42	1.0596135718813846	0.4276990964886409	0.40363686143548044	x
7402	eNASH	40	male	156	50	yes	gastric bypass	4	2	1	1	60	0	47	102	5	27	22	0.3666106246498214	0.2242532656485669	0.6116933077506109
7411	eNASH	48	female	138	51	yes	gastric bypass	5	3	1	1	70	0	77	125	6	53	51	0.7024285784784268	0.18275346265952547	0.2601737290578337	x
7445	eNASH	41	female	129	49	yes	gastric bypass	5	3	1	1	80	0	22	15	6	30	25	0.6116751306098851	0.31197814428938075	0.5100389547933976
7540	eNASH	52	male	205	54	no	gastric bypass	2	1	0	1	20	0	84	128	8	28	23	0.4647270595039026	0.638366953314153	1.3736384405840527
7660	eNASH	56	female	130	49	no	sleeve gastrectomy	5	3	1	1	70	0	32	92	8	53	32	0.18003601499727867	0.27688052859333984	1.5379174472259065
7702	eNASH	62	male	140	43	no	sleeve gastrectomy	4	2	1	1	60	1	80	80	7	63	52	0.47553623425827085	0.8973539305348162	1.8870358679070707
7989	eNASH	60	male	145	45	yes	gastric bypass	4	2	1	1	40	0	72	48	6	22	19	0.5584685879953439	0.5143403260507489	0.9209834484997695
7993	eNASH	27	female	129	51	yes	gastric bypass	4	2	1	1	40	1	252	162	8	59	49	0.5368679583824816	0.3152617254862293	0.5872239543519693
8013	eNASH	78	female	95	34	yes	colon carcinoma	5	1	2	2	30	0	41	62	11	21	24	1.3726256031992654	0.6762298483772907	0.4926542582341164
8084	eNASH	32	male	175	52	yes	gastric bypass	4	2	1	1	60	0	26	52	10	42	44	0.4363003759740104	0.3465476442771472	0.7942868339352299
8091	eNASH	70	male	152	53	yes	gastric bypass	3	2	0	1	50	0	43	64	4	22	26	1.0417248376542605	0.7747399126489596	0.7437087843595115
6980	eNASH	50	female	162	54	no	gastric bypass	4	2	1	1	60	0	37	82	18	20	18	0.49428452939349427	0.4619711408221893	0.9346259357723482	x