#METABOLOMICS WORKBENCH kapitsinou_20210703_202324_mwtab.txt DATATRACK_ID:2739 STUDY_ID:ST001866 ANALYSIS_ID:AN003026 PROJECT_ID:000000
VERSION             	1
CREATED_ON             	July 18, 2021, 8:33 am
#PROJECT
PR:PROJECT_TITLE                 	Systemic metabolic responses to pharmacologic PHD inhibition
PR:PROJECT_SUMMARY               	While prolyl-hydroxylase (PHD) enzymes and hypoxia inducible factors (HIFs) have
PR:PROJECT_SUMMARY               	been identified as key elements of oxygen sensing machinery, the mechanisms by
PR:PROJECT_SUMMARY               	which PHD inhibition protects against ischemic injury remain unclear. Here, we
PR:PROJECT_SUMMARY               	have performed serum metabolomic profiling to assess alterations induced by
PR:PROJECT_SUMMARY               	pharmacologic PHD inhibition.
PR:INSTITUTE                     	Northwestern University, Feinberg School of Medicine
PR:LAST_NAME                     	Kapitsinou
PR:FIRST_NAME                    	Pinelopi
PR:ADDRESS                       	303 East Superior Street, Chicago, Il, 60611, USA
PR:EMAIL                         	pinelopi.kapitsinou@northwestern.edu
PR:PHONE                         	312-503-8710
#STUDY
ST:STUDY_TITLE                   	Systemic metabolite changes due to PHD inhibition
ST:STUDY_SUMMARY                 	Prolonged cellular hypoxia leads to energetic failure and death. However,
ST:STUDY_SUMMARY                 	sublethal hypoxia can trigger an adaptive response called hypoxic
ST:STUDY_SUMMARY                 	preconditioning. While prolyl-hydroxylase (PHD) enzymes and hypoxia inducible
ST:STUDY_SUMMARY                 	factors (HIFs) have been identified as key elements of oxygen sensing machinery,
ST:STUDY_SUMMARY                 	the mechanisms by which hypoxic preconditioning protects against insults remain
ST:STUDY_SUMMARY                 	unclear. Here, we perform serum metabolomic profiling to assess alterations
ST:STUDY_SUMMARY                 	induced by hypoxic preconditioning. We discover that hypoxic preconditioning
ST:STUDY_SUMMARY                 	increases serum kynurenine levels and enhance kynurenine biotransformation
ST:STUDY_SUMMARY                 	leading to preservation of NAD+ in the post-ischemic kidney. Furthermore, we
ST:STUDY_SUMMARY                 	show that Indoleamine 2,3-dioxygenase 1 (Ido1) deficiency abolishes the systemic
ST:STUDY_SUMMARY                 	increase of kynurenine and the subsequent renoprotection generated by hypoxic
ST:STUDY_SUMMARY                 	preconditioning. Importantly, exogenous administration of kynurenine restores
ST:STUDY_SUMMARY                 	the hypoxic preconditioning in the context of Ido1 deficiency. Collectively, our
ST:STUDY_SUMMARY                 	findings demonstrate a critical role of Ido1/kynurenine axis in mediating
ST:STUDY_SUMMARY                 	hypoxic preconditioning
ST:INSTITUTE                     	Northwestern University
ST:DEPARTMENT                    	Medicine/Nephrology
ST:LABORATORY                    	Kapitsinou
ST:LAST_NAME                     	Kapitsinou
ST:FIRST_NAME                    	Pinelopi
ST:ADDRESS                       	303 East Superior Street
ST:EMAIL                         	pinelopi.kapitsinou@northwestern.edu
ST:NUM_GROUPS                    	2
ST:TOTAL_SUBJECTS                	14
ST:NUM_MALES                     	14
ST:STUDY_COMMENTS                	N/A
ST:PUBLICATIONS                  	Accepted in Cell Reports


ST:STUDY_TYPE                    	Comparative metabolomic analysis of serum metabolites detected by untargeted
ST:STUDY_TYPE                    	LC/MS and GC/MS platform
ST:PHONE                         	312-503-8710
#SUBJECT
SU:SUBJECT_TYPE                  	Mammal
SU:SUBJECT_SPECIES               	Mus musculus
SU:TAXONOMY_ID                   	10090
#FACTORS
#SUBJECT_SAMPLE_FACTORS:         	SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Raw file names and additional sample data
SUBJECT_SAMPLE_FACTORS           	-	PHI_1	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	PHI_2	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	PHI_3	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	PHI_4	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	PHI_5	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	PHI_6	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	PHI_7	Treatment:PHI	
SUBJECT_SAMPLE_FACTORS           	-	Veh_6	Treatment:Vehicle	
SUBJECT_SAMPLE_FACTORS           	-	Veh_7	Treatment:Vehicle	
SUBJECT_SAMPLE_FACTORS           	-	Veh_8	Treatment:Vehicle	
SUBJECT_SAMPLE_FACTORS           	-	Veh_9	Treatment:Vehicle	
SUBJECT_SAMPLE_FACTORS           	-	Veh_10	Treatment:Vehicle	
SUBJECT_SAMPLE_FACTORS           	-	Veh_11	Treatment:Vehicle	
SUBJECT_SAMPLE_FACTORS           	-	Veh_12	Treatment:Vehicle	
#COLLECTION
CO:COLLECTION_SUMMARY            	Whole blood was collected in BD Microtainer Serum Separator Tubes. After
CO:COLLECTION_SUMMARY            	collection of the whole blood, blood was allowed to clot by leaving it
CO:COLLECTION_SUMMARY            	undisturbed at room temperature for 20 minutes. Clot was removed by centrifuging
CO:COLLECTION_SUMMARY            	at 1,000–2,000 x g for 10 minutes in a refrigerated centrifuge. The resulting
CO:COLLECTION_SUMMARY            	supernatant(serum) was transferred into clean polypropylene tubes and stored at
CO:COLLECTION_SUMMARY            	–80°C until time of analysis.
CO:SAMPLE_TYPE                   	Blood (serum)
#TREATMENT
TR:TREATMENT_SUMMARY             	Serum was collected form mice subjected to pharmacologic PHD inhibition or
TR:TREATMENT_SUMMARY             	treatment with vehicle. Specifically, mice were treated with two doses of PHD
TR:TREATMENT_SUMMARY             	inhibitor ( IOX2, 60 mg/kg by gavage, 48hrs and 6 hrs prior to collection time)
TR:TREATMENT_SUMMARY             	while control mice received vehicle.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	The metabolomic screening was conducted by Metabolon, Inc (Durham, NC). The
SP:SAMPLEPREP_SUMMARY            	sample preparation process was carried out using the automated MicroLab STAR®
SP:SAMPLEPREP_SUMMARY            	system from Hamilton Company. Sample preparation was conducted using a
SP:SAMPLEPREP_SUMMARY            	proprietary series of organic and aqueous extractions to remove the protein
SP:SAMPLEPREP_SUMMARY            	fraction while allowing maximum recovery of small molecules. The resulting
SP:SAMPLEPREP_SUMMARY            	extract was divided into two fractions; one for analysis by LC and one for
SP:SAMPLEPREP_SUMMARY            	analysis by GC. Samples were placed briefly on a TurboVap® (Zymark) to remove
SP:SAMPLEPREP_SUMMARY            	the organic solvent. Each sample was then frozen and dried under vacuum. Samples
SP:SAMPLEPREP_SUMMARY            	were then prepared for the appropriate instrument, either LC/MS or GC/MS.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	The samples destined for GC/MS analysis were re-dried under vacuum desiccation
CH:CHROMATOGRAPHY_SUMMARY        	for a minimum of 24 hours prior to being derivatized under dried nitrogen using
CH:CHROMATOGRAPHY_SUMMARY        	bistrimethyl-silyl-triflouroacetamide (BSTFA). The GC column was 5% phenyl and
CH:CHROMATOGRAPHY_SUMMARY        	the temperature ramp is from 40° to 300° C in a 16 minute period. Samples were
CH:CHROMATOGRAPHY_SUMMARY        	analyzed on a Thermo-Finnigan Trace DSQ fast-scanning single-quadrupole mass
CH:CHROMATOGRAPHY_SUMMARY        	spectrometer using electron impact ionization. The instrument was tuned and
CH:CHROMATOGRAPHY_SUMMARY        	calibrated for mass resolution and mass accuracy on a daily basis.
CH:CHROMATOGRAPHY_TYPE           	GC
CH:INSTRUMENT_NAME               	Thermo-Finnigan Trace DSQ
CH:COLUMN_NAME                   	per Metabolon
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo LTQ-FT
MS:INSTRUMENT_TYPE               	Single quadrupole
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	POSITIVE
MS:MS_COMMENTS                   	Bioinformatics: The informatics system consisted of four major components, the
MS:MS_COMMENTS                   	Laboratory Information Management System (LIMS), the data extraction and
MS:MS_COMMENTS                   	peak-identification software, data processing tools for QC and compound
MS:MS_COMMENTS                   	identification, and a collection of information interpretation and visualization
MS:MS_COMMENTS                   	tools for use by data analysts. The hardware and software foundations for these
MS:MS_COMMENTS                   	informatics components were the LAN backbone, and a database server running
MS:MS_COMMENTS                   	Oracle 10.2.0.1 Enterprise Edition. LIMS: The purpose of the Metabolon LIMS
MS:MS_COMMENTS                   	system was to enable fully auditable laboratory automation through a secure,
MS:MS_COMMENTS                   	easy to use, and highly specialized system. The scope of the Metabolon LIMS
MS:MS_COMMENTS                   	system encompasses sample accessioning, sample preparation and instrumental
MS:MS_COMMENTS                   	analysis and reporting and advanced data analysis. All of the subsequent
MS:MS_COMMENTS                   	software systems are grounded in the LIMS data structures. It has been modified
MS:MS_COMMENTS                   	to leverage and interface with the in-house information extraction and data
MS:MS_COMMENTS                   	visualization systems, as well as third party instrumentation and data analysis
MS:MS_COMMENTS                   	software. Data Extraction and Quality Assurance: The data extraction of the raw
MS:MS_COMMENTS                   	mass spec data files yielded information that could loaded into a relational
MS:MS_COMMENTS                   	database and manipulated without resorting to BLOB manipulation. Once in the
MS:MS_COMMENTS                   	database the information was examined and appropriate QC limits were imposed.
MS:MS_COMMENTS                   	Peaks were identified using Metabolon’s proprietary peak integration software,
MS:MS_COMMENTS                   	and component parts were stored in a separate and specifically designed complex
MS:MS_COMMENTS                   	data structure. Compound identification: Compounds were identified by comparison
MS:MS_COMMENTS                   	to library entries of purified standards or recurrent unknown entities.
MS:MS_COMMENTS                   	Identification of known chemical entities was based on comparison to metabolomic
MS:MS_COMMENTS                   	library entries of purified standards. As of this writing, more than 1000
MS:MS_COMMENTS                   	commercially available purified standard compounds had been acquired registered
MS:MS_COMMENTS                   	into LIMS for distribution to both the LC and GC platforms for determination of
MS:MS_COMMENTS                   	their analytical characteristics. The combination of chromatographic properties
MS:MS_COMMENTS                   	and mass spectra gave an indication of a match to the specific compound or an
MS:MS_COMMENTS                   	isobaric entity. Additional entities could be identified by virtue of their
MS:MS_COMMENTS                   	recurrent nature (both chromatographic and mass spectral). These compounds have
MS:MS_COMMENTS                   	the potential to be identified by future acquisition of a matching purified
MS:MS_COMMENTS                   	standard or by classical structural analysis. Curation: A variety of curation
MS:MS_COMMENTS                   	procedures were carried out to ensure that a high quality data set was made
MS:MS_COMMENTS                   	available for statistical analysis and data interpretation. The QC and curation
MS:MS_COMMENTS                   	processes were designed to ensure accurate and consistent identification of true
MS:MS_COMMENTS                   	chemical entities, and to remove those representing system artifacts,
MS:MS_COMMENTS                   	mis-assignments, and background noise. Metabolon data analysts use proprietary
MS:MS_COMMENTS                   	visualization and interpretation software to confirm the consistency of peak
MS:MS_COMMENTS                   	identification among the various samples. Library matches for each compound were
MS:MS_COMMENTS                   	checked for each sample and corrected if necessary.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	Peak
MS_METABOLITE_DATA_START
Samples	PHI_1	PHI_2	PHI_3	PHI_4	PHI_5	PHI_6	PHI_7	Veh_6	Veh_7	Veh_8	Veh_9	Veh_10	Veh_11	Veh_12
Factors	Treatment:PHI	Treatment:PHI	Treatment:PHI	Treatment:PHI	Treatment:PHI	Treatment:PHI	Treatment:PHI	Treatment:Vehicle	Treatment:Vehicle	Treatment:Vehicle	Treatment:Vehicle	Treatment:Vehicle	Treatment:Vehicle	Treatment:Vehicle
1,2-dipalmitoylglycerol	350483	396556	533637	580140	218093		103063	272681		36424	434052	49226		81675
1,2-propanediol	33963880	38889024	33811340	53126920	48217892	28552844	27915530	30539760	37326064	32521740	33537566	42781292	31913108	19826392
1,3-dihydroxyacetone	262718	242132	338166	378355	183403	145418	151874	209551	579138	689517	244822	141215	241396	202236
1,3-dipalmitoylglycerol	123368	247920	81114	165472	61844			121608	19218	31915	141833		52823	36347
1,5-anhydroglucitol (1,5-AG)	11867848	12703695	13668490	11255179	12486942	11114585	9304380	11316529	11150993	13869111	13438978	13499861	9214077	8763380
1-methylhistidine	139771	88252	80121	141470	95450		60886	203052	98275	30448	261617	140858	66319	49517
2,3-dihydroxyisovalerate	43717	141972	131327	105853		155830		81456				87148	92586	
2-(4-hydroxyphenyl)propionate	1164406	1208573	1276363	2130896	1602941	358935	349769	2030419	993705	644664	745472	694236	223112	194083
2-aminobutyrate	544707	883524	531159	658753	588924	390783	476238	563963	840269	734738	735816	707294	466248	225375
2-ethylhexanoate	2185026	2540032	2475401	2206622	2277806	2045682	2199480	1542642	2361816	2944815	1705401	1604457	1924496	1468703
2-hydroxyadipate	58598	191345	105340	112746	97751	64912	62819	228357	95918	94298	186723	240406	51615	71343
2-hydroxybutyrate (AHB)	2827014	6916918	3903409	4050978	3864751	1118916	3437888	5857040	4555341	2925693	3788627	5410129	1195523	1531219
2-hydroxyglutarate	526092	826155	682823	787691	494953	501198	506115	1083023	712660	809416	1029664	1123783	676778	425119
2-hydroxyisobutyrate	2873458	2749238	3524235	4143336	3223817	3180746	3465235	3175714	2070136	2906967	1485307	2499367	1962612	1638518
2-oxoadipate	83299	269041	152453	129263	94543	25196	30820	117309	103528	131423	162368	174865		68634
3-hydroxybutyrate (BHBA)	32564426	13760987	16650016	23477874	24347018	3788099	50552068	19157606	127296424	43597716	13879903	14639931	5880365	11371830
3-hydroxyisobutyrate	1193038	4918709	3377976	2425180	2156111	674000	2471344	2097025	1696822	2760477	2745317	4071646	1472274	1542854
3-hydroxypyridine	202411	230095	314687	235678	100549	72367	165029	342341	120671	124443	271556	162259	135764	102477
3-phosphoglycerate	294594	150876	246268	296890	107484			339467	326744	317079	505071	203107	16861	
4-hydroxybenzoate	384104	744111	403448	274098	882462	153822	221894	233006	202539	425837	226000	308101	142655	148862
4-hydroxybutyrate (GHB)	372497	225946	349678	386945	197812	85183	145749	389680	175462	241463	272945	364764	79724	100026
4-hydroxyphenylacetate	65199	131877	98811	122571	111955	76769	149110	106461	85187	69555	98550	69336	73850	116594
5,6-dihydrouracil	307918	499376	350939	344034	503454	251125	293207	839967	451918	366581	561239	632952	113441	250615
7-beta-hydroxycholesterol	24326	37508	76858	71610	38763	58008	35014		27606	22843	59529	31730	30417	19651
acetylphosphate	4407585	6608370	4446846	4969352	5149141	5296355	4602729	4326818	6024609	4903212	6207955	4499895	4355999	5203827
adenine	120028	111033	134678	206703	136372	38429	52514	116272	55916	80487	168390	120502		47084
adipate	1261168	1268810	1302601	1851018	2126911	1633501	1883224	1458783	1767104	1522456	1113161	1704274	2194640	1481524
alanine	41943072	77878784	53769704	59074148	63853636	48418068	32984548	48954952	45221852	64544260	70896008	89415512	58140832	27244200
alanylalanine	1851098	1353224	2221009	1956206	1652246	2047814	1900814	1768448	1331845	1496416	1759939	1725298	1540585	1296682
allantoin	5625227	5877104	4578431	6790349	6933459	2772651	4492136	5550837	3902362	5704528	7258152	7069875	4305598	3048698
alpha-hydroxyisovalerate	6481890	6560672	5430524	5947913	6240642	4317426	4881862	4124469	5368658	6957040	5110863	5699696	3774144	2590958
alpha-ketoglutarate	478439	665638	723774	595828	558111	115692	196819	801222	571633	1032519	1093659	1205065	242673	294622
alpha-tocopherol	858811	729423	966071	803906	770600	152204		706509	690333	651811	833827	582690	417382	427637
arabinose	350128	367406		484922	626865		296356	430150	544742	870934	218948	277036	213696	
arabitol	122736	115231	152969	122324	122093	71740	79325	199720	80762	117906	183203	171085	114552	59792
arabonate	171014	168920	239338	229511	131702	133630	141793	315238	212301	223689	333657	269761	178962	113012
arachidate (20:0)	178039	232061	265916	271318	233219	467682	293343	328702	198747	262442	300826	239879	418740	372461
ascorbate (Vitamin C)	513371	94272	246384	153331	1387616	77565	58097	4673899	335054	166429	1693471	470743		48466
asparagine	1174976	1349810	835034	928663	1440208	868446	602508	1027014	960275	1395026	2141618	1574727	1217124	603831
benzoate	9134990	7788124	8801638	7653046	8920812	5761467	7370958	6967956	8084429	9106444	6810878	4672523	7634621	5909562
beta-alanine	124364	249893	257869	188609	202385	223533	194900	259938	351036	465208	314921	255460	362279	174114
beta-hydroxypyruvate	129403	124646	194638	135518	210612	108456	153543	199527	189431	149735	115506	229027	83105	69126
beta-sitosterol	211793	193532	250718	184101	166912	120610	89237	168150	102234	87574	129519		81337	65942
campesterol	833488	838049	1071028	896835	875061	482199	309585	502271	463579	420936	603851	618774	323339	287571
chiro-inositol	562121	1048487	751075	399206	525416	555895	187699	2637231	160331	104654	984016	831071	786027	284033
cholesterol	52927196	58878808	73528304	61055784	61791688	38579212	29267278	39283008	41870856	37415836	55948236	41986456	25293000	22803672
cis-vaccenate (18:1n7)	1898108	1606201	1881027	1866408	1670404	2692029	3521083	1666435	1690977	1901880	1465018	1389102	1486093	1773770
citrate	53765320	55705676	61350392	68024840	52826136	31232216	47126592	62355108	62070692	65769492	81303632	86604208	44686716	41742408
dimethylglycine	3012547	3574066	2978932	3608377	2826975	1968878	1973193	3241775	2715749	2523433	4859560	2744211	2291228	2083868
erucamide	1899175	1599825	1263113	1235590	4082210	835251	357213	1595342	2738659	610230	554776	502483	1227137	3209342
erythritol	852199	1041362	790799	842093	935148	598240	680335	1156054	800143	965112	1099907	1306769	721542	533529
erythronate*	720980	703199	676075	828228	612419	1649208	2120133	610741	465829	552848	607619	671011	1143762	1310538
erythrulose	766795	484293	533787	694805	1106055	74143	198435	597036	966200	662658	1241276	653391	189889	227178
ethanolamine	570713	384086	353694	403182	433063	462224	400358	941366	747007	282936	1101548	509497	792781	491441
fructose	8403643	27578654	28381670	26820664	10011332	8552135	8547611	23886122	10220550	15649109	24123040	23792570	10143365	4546975
fucose	1784902	1501159	1543798	2090362	1667135	880329	1164630	1085096	1668841	1908797	1569390	1499095	863717	645261
fumarate	1735113	2740748	1640243	2073922	1378380	304988	454285	3966263	2471172	1999975	3298385	2904037	684834	484189
glucose	496005504	459744448	578054976	576723776	612768960	313719456	412591520	560155072	489176864	517172704	524093760	537882944	354234176	295818912
glucose-6-phosphate (G6P)	1228509	632775	611922	747443	587214	54268	67414	1141661	1011501	994597	1646842	460313	39642	54533
glucuronate	2955150	1367174	2798925	3827516	4173874	1374549	1951039	2734507	2138497	1989870	1970478	2738451	1433708	1159158
glutamate	8316172	8510194	8031080	7384576	5327834	6623238	6855633	9302984	11877376	13613503	11569654	9219870	9109426	5654842
glutarate (pentanedioate)	113622	111955	146523	153997	126330	237042	278029	238584	132632	110423	152094	228466	274746	207688
glycerate	768113	1150205	987460	1356570	1078517	4789471	5812386	1103860	832935	1155885	1061512	2464771	7001545	4135185
glycerol	80977952	78393912	80782368	83867784	84039856	78546008	120175016	86748464	74701400	97302040	78126576	97813032	68112448	67868088
glycerol 2-phosphate	255180	307556	294566	329193	209471	636986	366651	253256	248701	320535	378851	296112	498667	500572
glycerol 3-phosphate (G3P)	5643567	5476596	5920125	6123941	3032982	9009877	5766491	6138123	5098199	5512940	8782758	6528511	7715763	5415452
glycine	33314916	39981168	30385582	39219888	46019420	31757320	29661582	31362014	36077560	49880132	50649376	44954968	41620792	21958638
glycolate (hydroxyacetate)	3499955	3219790	3669047	3291586	3572484	2834006	2394273	4010573	1776117	2321392	3361031	3634395	2600072	1988373
glycylglycine	56150	15242	53732	71636	53532	49309	30088	46562	59673	55280	65977	66973		22504
gulono-1,4-lactone	1154609	1307572	1295224	1637763	1763030	551038	1037300	2757842	1841551	1771749	4243807	2781000	1234310	492739
hypoxanthine	38163	72119	1474181	7173520	114320			47544	40658	30868	50618	654790		
indolelactate	3071574	2976849	4898052	5296604	4881341	2410362	3866963	1896080	1588327	1316113	1649344	1899108	891007	654160
indolepyruvate	64588	51358	121082	69944	129511			96493	39482	32807	70044	32190		
inositol 1-phosphate (I1P)	1077185	1090287	897529	1375483	846802	1081348	736450	969917	1717644	1005454	1665146	1048060	946779	690405
Isobar: ribulose 5-phosphate, xylulose 5-phosphate	472696	366065	791654	1005748	890128			309247	357416	247685	818598	316326		
isosorbide	6015170	2880570	2445577	2467040	4794751	1829562	1693882	3569909	4314662	4350525	4428864	2655938	2543845	1899908
lactate	2053988096	1976080768	1998489728	2054477440	1909303680	1126690176	1142572288	2247166976	1655571712	1633205888	2382606080	1927264512	1449967232	1186272000
lysine	7662456	8703246	5900923	7435003	9254515	4616284	4107501	12970422	9637513	4753807	19465738	11038233	12507439	6240556
malate	4068014	4974889	3706177	4354469	3056463	860064	1216711	10618058	5181173	3708032	8013213	8327766	1933315	1601849
mannitol	147302	168078	156550	94825	47736	131130	113431	188384	83994	60370	199684	222290	106214	81253
mannose	28329782	17481614	26413822	27775056	40377792	15712197	22566876	18210560	34249228	35566380	21595716	19487770	16593056	13607763
methyl-4-hydroxybenzoate	347709	320475	262084	530296	697599	151873	120748	172188	384194	369244	294808	194448	108282	80337
methyl-alpha-glucopyranoside	3277782	2510743	3147581	3018400	2810220	1500527	1544026	2719890	3057178	2761237	3878653	3055303	1788019	972257
methylphosphate	1111135	1252756	1024769	1374008	596623	756808	603913	964086	852174	714340	1405971	895528	660552	774340
myo-inositol	39978912	38637004	39009148	37541380	35963972	23303604	28338878	54647188	41283388	30516580	51101464	42993612	29806608	24363458
N-acetylaspartate (NAA)	355024	187869	186494	169124	202541	38115	60400	321574	259405	159484	185947	214337	83759	
N-acetylglycine	1516645	864126	877584	1538864	1388280	440619	2270745	521932	3195542	2129765	1247648	1040006	397993	452350
N-acetylneuraminate	465861	368859	319317	365221	406362	260432	309461	419162	439823	436290	434718	398525	260289	422349
N-acetylserine	344229	477724	506569	434323	365769	191056	276541	529515	230351	226561	417472	453041	199795	153634
n-Butyl Oleate	405883	188811	302953	226252	376716	128557	164154	281729	365228	210044	298970	197933	179556	83601
N-glycolylneuraminate	403855	206987	234516	225407	188402	134341	107678	375229	231292	151862	390411	224172	208372	207858
oleate (18:1n9)	13193159	10718257	14124731	12823513	13924626	22739762	35750708	11359467	13292470	16237387	9569650	8332940	13798494	15857085
ornithine	2200784	2214575	1803206	1917635	2388976	2059156	3246289	4776379	2911792	1151118	5469440	3493849	7746112	5890952
orotate	859071	692648	573876	531214	561725	691660	647620	494399	366873	404794	356823	379595	397760	224522
oxalate (ethanedioate)	184875	191571	163025	228397	168586	64478	90525	169316	181414	159387	240940	219449	73672	80060
palmitoyl sphingomyelin	9523774	10481389	8144365	10177494	6694243	8705400	5540446	7405141	7025346	5869867	11796414	6373800	6456894	7171019
pentadecanoate (15:0)	531307	435500	512877	462704	463669	672098	686944	484337	452438	496432	448001	333386	452522	471656
phosphate	462926400	210888192	347118400	430009088	311157504	204144768	204685472	494866176	416693056	281028544	430809632	265742448	203641088	189352400
pimelate (heptanedioate)	1001774	1094224	1059339	1486520	1462121	1549616	1642085	1172249	1338583	1243297	1073316	1429936	1999915	1377401
pinitol	654529	520150	688920	449547	397833	416613	192831	939592	119538	43201	627979	402731	394569	144075
pyrophosphate (PPi)	2512467	2052772	1237170	1928151	1920468	2610035	1431581	1350292	2354456	1558925	2924177	1278654	1273294	1840931
pyruvate	2637053	2649005	4173633	3992037	3810565	979304	876616	2178546	2217692	3772555	2081552	1922405	844356	757932
ribitol	405743	324680	284556	403965	265635	177617	272762	458689	487986	439180	464092	530213	361944	235230
ribose	1506071	1438745	2396673	1905161	2791640	2276254	2808677	956811	1222936	1378809	1249866	1257013	1717571	1328438
ribulose	230897	165736	142882	160621	131705	130869	151256	362220	360364	283598	491580	314703	240211	170016
salicylate	119275	294084	374436	271883	355942	202552	81809	401296	52383	47129	375160	253767	171883	56206
sarcosine (N-Methylglycine)	318244	263280	233145	177629	275495	136975	101777	953450	242295	192954	778672	389584	234553	247963
scyllo-inositol	657155	716145	697943	618822	601504	586036	643120	1097085	799057	499188	916962	769763	599462	545983
serine	3261425	5386209	4075696	5218395	7455783	5208298	4051673	5296608	5325607	7435687	8711440	8780625	9266614	4334365
sorbitol	1121652	1288305	677866	787816	605087	675241	1102530	3415151	2474956	2073301	3477469	2871628	1501376	713742
stearoyl sphingomyelin	2042213	1365836	2119812	1630459	438321	895002	892139	1687245	522519	714225	3248251	1492768	494640	1383901
succinate	2580610	2303872	3442405	5646607	2034841	280518	468704	8890924	2438560	2168466	6335914	6483841	516041	499142
threonate	6394491	6764987	6214371	7903494	5795704	2395064	2885929	6366459	5259419	5690732	8144230	8922019	2656082	2485251
trans-4-hydroxyproline	5126677	7319548	7481978	6591595	7216970	6700431	4503274	9309953	5463996	5880666	10182985	8590034	6931303	3678684
uracil	2575632	1406305	1607142	2058983	1308172	1030841	1322182	4935438	2398740	1972276	3459350	2080299	1191989	899627
urea	289669920	286968032	253010048	286876640	276295744	174761696	267228448	240950016	192624688	212813488	293922368	232809776	218689968	167294832
xanthine			1416612	3359542	55296						26772	1084644		
xylitol	97422	87355	90934	108348	139603	55537	37470	124755	42447	52256	150983	105279	57609	29893
xylonate	129180	132867	188392	164791	174968	256878	301583	201151	123933	114247	140452	173870	205768	186622
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	RI	MASS	PUBCHEM	KEGG	HMDB
1,2-dipalmitoylglycerol	2595	145	99931		HMDB07098
1,2-propanediol	1041	117		C00717,C02912,C00583,C01506,C02917	HMDB01881
1,3-dihydroxyacetone	1263	103	670	C00184	HMDB01882
1,3-dipalmitoylglycerol	2637	371.3	68149
1,5-anhydroglucitol (1,5-AG)	1788.7	217		C07326	HMDB02712
1-methylhistidine	1757.7	196	921,057,020,397	C01152	HMDB00001
2,3-dihydroxyisovalerate	1422	131	677	C04039
2-(4-hydroxyphenyl)propionate	1635	193	102526	C03080
2-aminobutyrate	1537.5	246.2	4,396,916,971,251	C02261	HMDB00650
2-ethylhexanoate	1210.5	201.2	8697
2-hydroxyadipate	1653	261	193530	C02360	HMDB00321
2-hydroxybutyrate (AHB)	1169.4	130.9	440864	C05984	HMDB00008
2-hydroxyglutarate	1576	247	43	C02630	HMDB00606
2-hydroxyisobutyrate	1107.5	130.9	11671		HMDB00729
2-oxoadipate	1676	258.08	71	C00322	HMDB00225
3-hydroxybutyrate (BHBA)	1203.5	116.9	441	C01089	HMDB00357
3-hydroxyisobutyrate	1205	177.11	11966314	C06001	HMDB00336
3-hydroxypyridine	1187.1	152	7971
3-phosphoglycerate	1754	357.1		C00597	HMDB00807
4-hydroxybenzoate	1623.8	223.1	1,353,702,506	C00156	HMDB00500
4-hydroxybutyrate (GHB)	1277	233.1	10413	C00989	HMDB00710
4-hydroxyphenylacetate	1630.6	179	4693933	C00642	HMDB00020
5,6-dihydrouracil	1505.2	243	649	C00429	HMDB00076
7-beta-hydroxycholesterol	2340	456.4	473141	C03594	HMDB06119
acetylphosphate	1263	211	186	C00227	HMDB01494
adenine	1804.2	264	190	C00147	HMDB00034
adipate	1520	110.9	196	C06104	HMDB00448
alanine	1487.9	232.1	59,507,311,724	C00041	HMDB00161
alanylalanine	1379.5	271.1	54,603,626,992,112	C00993	HMDB03459
allantoin	1809.8	518.3	204	C02350	HMDB00462
alpha-hydroxyisovalerate	1208	145.1	99823		HMDB00407
alpha-ketoglutarate	1779	419.1	51	C00026	HMDB00208
alpha-tocopherol	2305.4	502.5	14985	C02477	HMDB01893
arabinose	1631.6	217	66308	C00181	HMDB00646
arabitol	1687.5	307.1	94154	C00474	HMDB01851
arabonate	1736	292.1	122045		HMDB00539
arachidate (20:0)	2071.2	369.3	10467	C06425	HMDB02212
ascorbate (Vitamin C)	1850.1	332.1		C00072	HMDB00044
asparagine	1854	232.2	62,676,992,089	C00152	HMDB00168
benzoate	1291.5	179	243	C00180	HMDB01870
beta-alanine	1582.3	334.1	2,394,755,801	C00099	HMDB00056
beta-hydroxypyruvate	1425.1	221	964	C00168	HMDB01352
beta-sitosterol	2380.8	357.4	222284	C01753	HMDB00852
campesterol	2353	343.4	173183	C01789	HMDB02869
chiro-inositol	1857	318.1
cholesterol	2316.9	329.3	6432564	C00187	HMDB00067
cis-vaccenate (18:1n7)	1987	339.3	5282761	C08367
citrate	1763.4	273.1	311	C00158	HMDB00094
dimethylglycine	1030	57.9	6,971,056,673	C01026	HMDB00092
erucamide	2205.7	130.9	5365371
erythritol	1517.5	217		C00503	HMDB02994
erythronate*	1546.9	292.1	2781043		HMDB00613
erythrulose	1496	205.1	5460032		HMDB06293
ethanolamine	1074	102		C00189	HMDB00149
fructose	1758	217	5984	C00095	HMDB00660
fucose	1682.2	204	3034656	C00382	HMDB00174
fumarate	1382.1	245		C00122	HMDB00134
glucose	1866.8	217.1	79025	C00031	HMDB00122
glucose-6-phosphate (G6P)	2042.7	387.2		C00668	HMDB01401
glucuronate	1886.5	217	65041	C00191	HMDB00127
glutamate	1836.8	362.2	611	C00025	HMDB03339
glutarate (pentanedioate)	1433.6	261	4418048	C00489	HMDB00661
glycerate	1360.7	189	752	C00258	HMDB00139
glycerol	1311	205	753	C00116	HMDB00131
glycerol 2-phosphate	1691.8	243	2526	C02979,D01488	HMDB02520
glycerol 3-phosphate (G3P)	1719.7	357.1	754	C00093	HMDB00126
glycine	1486.9	218.1	5,257,127,750	C00037	HMDB00123
glycolate (hydroxyacetate)	1119	177	3,698,251,757	C00160	HMDB00115
glycylglycine	1447.3	258.1	154,889,711,163	C02037	HMDB11733
gulono-1,4-lactone	1862	333.1	608	C01040	HMDB03466
hypoxanthine	1759.2	265	790	C00262	HMDB00157
indolelactate	1964.9	202	92904	C02043	HMDB00671
indolepyruvate	2066	348.2	803	C00331
inositol 1-phosphate (I1P)	2057.8	318.1			HMDB00213
Isobar: ribulose 5-phosphate, xylulose 5-phosphate	1935	357.2
isosorbide	1522	100.9	12597	D00347
lactate	1102.8	116.9	612	C00186	HMDB00190
lysine	1910	172.1	5962	C00047	HMDB00182
malate	1502	233	525	C00149	HMDB00156
mannitol	1839	319.1	6251	C00392	HMDB00765
mannose	1753.5	203.9	161658	C00159	HMDB00169
methyl-4-hydroxybenzoate	1515	209	7456	D01400
methyl-alpha-glucopyranoside	1809	204	64947	C04942,C02603
methylphosphate	1221	240.9	13130
myo-inositol	1924.9	217		C00137	HMDB00211
N-acetylaspartate (NAA)	1648.5	274	65065	C01042	HMDB00812
N-acetylglycine	1396.4	143.9	10972		HMDB00532
N-acetylneuraminate	2074.9	245		C00270	HMDB00230
N-acetylserine	1526	218	65249		HMDB02931
n-Butyl Oleate	2045	265.3	5354342
N-glycolylneuraminate	2131	333.2	4603312	C03410	HMDB00833
oleate (18:1n9)	1984.4	339.2	445639	C00712	HMDB00207
ornithine	1940.3	174.1	6262	C00077	HMDB03374
orotate	1709.6	254.1	967	C00295	HMDB00226
oxalate (ethanedioate)	1175.1	219	3,819,775,971	C00209	HMDB02329
palmitoyl sphingomyelin	2524	311.3	9939941
pentadecanoate (15:0)	1853.5	299.2	13849	C16537	HMDB00826
phosphate	1307.7	298.9	1061	C00009	HMDB01429
pimelate (heptanedioate)	1602.9	155	385	C02656	HMDB00857
pinitol	1773	318.1		C03844
pyrophosphate (PPi)	1642.3	451	644102	C00013	HMDB00250
pyruvate	1130.6	217	107735	C00022	HMDB00243
ribitol	1692.4	217		C00474	HMDB00508
ribose	1652	204	5311110	C00121	HMDB00283
ribulose	1662	306.1	79021	C00309	HMDB00621,HMDB03371
salicylate	1524	267	338	C00805	HMDB01895
sarcosine (N-Methylglycine)	1182.9	116	10,887,311,726	C00213	HMDB00271
scyllo-inositol	1893.8	318.2		C06153	HMDB06088
serine	1656.3	320.2	59,516,857,581	C00065	HMDB03406
sorbitol	1843	319.1	107428	C00794	HMDB00247
stearoyl sphingomyelin	2645	311.3	6453725	C00550	HMDB01348
succinate	1348	247	1110	C00042	HMDB00254
threonate	1560.7	292.1	151152	C01620	HMDB00943
trans-4-hydroxyproline	1733.1	274.1	58,106,971,053	C01157	HMDB00725
uracil	1370.4	241	1174	C00106	HMDB00300
urea	1223.9	171	117,616,150,869	C00086	HMDB00294
xanthine	1889.9	353	1188	C00385	HMDB00292
xylitol	1677.6	307.2	6912	C00379	HMDB00568
xylonate	1722	292	6602431	C00502,C05411
METABOLITES_END
#END