#METABOLOMICS WORKBENCH lafrano_20230324_084640 DATATRACK_ID:3818 STUDY_ID:ST002827 ANALYSIS_ID:AN004614 PROJECT_ID:PR001769
VERSION             	1
CREATED_ON             	August 24, 2023, 7:12 am
#PROJECT
PR:PROJECT_TITLE                 	Multi-assay nutritional metabolomics profiling of low vitamin A status versus
PR:PROJECT_TITLE                 	adequacy is characterized by reduced plasma lipid mediators among lactating
PR:PROJECT_TITLE                 	women in the Philippines: A pilot study
PR:PROJECT_SUMMARY               	Low vitamin A (VA) status is common among lactating women in low-income
PR:PROJECT_SUMMARY               	countries. Lactation has substantial effects on mother’s metabolism and VA is
PR:PROJECT_SUMMARY               	required in multiple biological processes, including growth, vision, immunity,
PR:PROJECT_SUMMARY               	and reproduction. The objective of this pilot study was to utilize metabolomics
PR:PROJECT_SUMMARY               	profiling to conduct a broad, exploratory assessment of differences in plasma
PR:PROJECT_SUMMARY               	metabolites associated with low VA status versus VA adequacy in lactating women.
PR:PROJECT_SUMMARY               	Plasma samples from lactating women who participated in a survey in Samar,
PR:PROJECT_SUMMARY               	Philippines, were selected from a cross-sectional study based on plasma retinol
PR:PROJECT_SUMMARY               	concentrations indicating low (VA-; n=5) or adequate (VA+; n=5) VA status
PR:PROJECT_SUMMARY               	(plasma retinol <0.8 or >1.05 µmol/L). The plasma results collected from six
PR:PROJECT_SUMMARY               	metabolomics assays (oxylipins, endocannabinoids, bile acids, primary
PR:PROJECT_SUMMARY               	metabolomics, biogenic amines, and lipidomics) were compared by group using
PR:PROJECT_SUMMARY               	liquid chromatography mass spectrometry. Twenty-eight metabolites were altered
PR:PROJECT_SUMMARY               	in the VA- versus VA+ status groups, with 24 being lipid mediators (p<0.05).
PR:PROJECT_SUMMARY               	These lipid mediators included lower concentrations of arachidonic acid- and
PR:PROJECT_SUMMARY               	eicosapentaenoic acid-derived oxylipins, as well as lysophospholipids and
PR:PROJECT_SUMMARY               	sphingolipids, in the VA- group (p<0.05). Chemical similarity enrichment
PR:PROJECT_SUMMARY               	analysis identified HETEs, HEPEs, and DiHETEs as significantly altered oxylipin
PR:PROJECT_SUMMARY               	clusters (p<0.0001, false discovery rate (FDR) p<0.0001), as well as
PR:PROJECT_SUMMARY               	sphingomyelins, saturated lysophosphatidylcholines, phosphatidylcholines, and
PR:PROJECT_SUMMARY               	phosphatidylethanolamines (p<0.001, FDR p<0.01). The multi-assay nutritional
PR:PROJECT_SUMMARY               	metabolomics profiling of low VA status compared with adequacy in lactating
PR:PROJECT_SUMMARY               	women was characterized by reduced lipid mediator concentrations. Future studies
PR:PROJECT_SUMMARY               	with stronger study designs and larger sample size are needed to confirm and
PR:PROJECT_SUMMARY               	validate these preliminary results.
PR:INSTITUTE                     	Cal Poly St. Univ., San Luis Obispo
PR:LAST_NAME                     	La Frano
PR:FIRST_NAME                    	Michael
PR:ADDRESS                       	CALIFORNIA POLYTECHNIC STATE UNIVERSITY, 1 GRAND AVE, SAN LUIS OBISPO, CA,
PR:ADDRESS                       	93407, USA
PR:EMAIL                         	mlafrano@calpoly.edu
PR:PHONE                         	7143602022
#STUDY
ST:STUDY_TITLE                   	Multi-assay nutritional metabolomics profiling of low vitamin A status versus
ST:STUDY_TITLE                   	adequacy is characterized by reduced plasma lipid mediators among lactating
ST:STUDY_TITLE                   	women in the Philippines: A pilot study.
ST:STUDY_TYPE                    	Case-control
ST:STUDY_SUMMARY                 	Low vitamin A (VA) status is common among lactating women in low-income
ST:STUDY_SUMMARY                 	countries. Lactation has substantial effects on mother’s metabolism and VA is
ST:STUDY_SUMMARY                 	required in multiple biological processes, including growth, vision, immunity,
ST:STUDY_SUMMARY                 	and reproduction. The objective of this pilot study was to utilize metabolomics
ST:STUDY_SUMMARY                 	profiling to conduct a broad, exploratory assessment of differences in plasma
ST:STUDY_SUMMARY                 	metabolites associated with low VA status versus VA adequacy in lactating women.
ST:STUDY_SUMMARY                 	Plasma samples from lactating women who participated in a survey in Samar,
ST:STUDY_SUMMARY                 	Philippines, were selected from a cross-sectional study based on plasma retinol
ST:STUDY_SUMMARY                 	concentrations indicating low (VA-; n=5) or adequate (VA+; n=5) VA status
ST:STUDY_SUMMARY                 	(plasma retinol <0.8 or >1.05 µmol/L). The plasma results collected from six
ST:STUDY_SUMMARY                 	metabolomics assays (oxylipins, endocannabinoids, bile acids, primary
ST:STUDY_SUMMARY                 	metabolomics, biogenic amines, and lipidomics) were compared by group using
ST:STUDY_SUMMARY                 	liquid chromatography mass spectrometry. Twenty-eight metabolites were altered
ST:STUDY_SUMMARY                 	in the VA- versus VA+ status groups, with 24 being lipid mediators (p<0.05).
ST:STUDY_SUMMARY                 	These lipid mediators included lower concentrations of arachidonic acid- and
ST:STUDY_SUMMARY                 	eicosapentaenoic acid-derived oxylipins, as well as lysophospholipids and
ST:STUDY_SUMMARY                 	sphingolipids, in the VA- group (p<0.05). Chemical similarity enrichment
ST:STUDY_SUMMARY                 	analysis identified HETEs, HEPEs, and DiHETEs as significantly altered oxylipin
ST:STUDY_SUMMARY                 	clusters (p<0.0001, false discovery rate (FDR) p<0.0001), as well as
ST:STUDY_SUMMARY                 	sphingomyelins, saturated lysophosphatidylcholines, phosphatidylcholines, and
ST:STUDY_SUMMARY                 	phosphatidylethanolamines (p<0.001, FDR p<0.01). The multi-assay nutritional
ST:STUDY_SUMMARY                 	metabolomics profiling of low VA status compared with adequacy in lactating
ST:STUDY_SUMMARY                 	women was characterized by reduced lipid mediator concentrations. Future studies
ST:STUDY_SUMMARY                 	with stronger study designs and larger sample size are needed to confirm and
ST:STUDY_SUMMARY                 	validate these preliminary results.
ST:INSTITUTE                     	California Polytechnic State University, San Luis Obispo
ST:DEPARTMENT                    	Food Science and Nutrition
ST:LABORATORY                    	Cal Poly Metabolomics Service Center
ST:LAST_NAME                     	La Frano
ST:FIRST_NAME                    	Michael
ST:ADDRESS                       	Attn: Dr. Michael La Frano Bldg 11 Room 239 Cal Poly State University 1 Grand
ST:ADDRESS                       	Avenue San Luis Obispo, CA 93407
ST:EMAIL                         	mlafrano@calpoly.edu
ST:PHONE                         	(805) 756 6233
ST:NUM_GROUPS                    	2
ST:TOTAL_SUBJECTS                	10
#SUBJECT
SU:SUBJECT_TYPE                  	Human
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
SU:GENDER                        	Female
#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           	226	9	Case_Control:LOW	Lipidomics Sample ID=Haskell Plasma Lipidomics HP9; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP9; Metabolomics Sample ID=Haskell Plasma Metabolomics HP9; Species=Human
SUBJECT_SAMPLE_FACTORS           	390	2	Case_Control:LOW	Lipidomics Sample ID=Haskell Plasma Lipidomics HP2; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP2; Metabolomics Sample ID=Haskell Plasma Metabolomics HP2; Species=Human
SUBJECT_SAMPLE_FACTORS           	255	5	Case_Control:LOW	Lipidomics Sample ID=Haskell Plasma Lipidomics HP5; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP5; Metabolomics Sample ID=Haskell Plasma Metabolomics HP5; Species=Human
SUBJECT_SAMPLE_FACTORS           	391	7	Case_Control:LOW	Lipidomics Sample ID=Haskell Plasma Lipidomics HP7; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP7; Metabolomics Sample ID=Haskell Plasma Metabolomics HP7; Species=Human
SUBJECT_SAMPLE_FACTORS           	223	3	Case_Control:LOW	Lipidomics Sample ID=Haskell Plasma Lipidomics HP3; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP3; Metabolomics Sample ID=Haskell Plasma Metabolomics HP3; Species=Human
SUBJECT_SAMPLE_FACTORS           	248	10	Case_Control:ADEQUATE	Lipidomics Sample ID=Haskell Plasma Lipidomics HP10; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP10; Metabolomics Sample ID=Haskell Plasma Metabolomics HP10; Species=Human
SUBJECT_SAMPLE_FACTORS           	326	6	Case_Control:ADEQUATE	Lipidomics Sample ID=Haskell Plasma Lipidomics HP6; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP6; Metabolomics Sample ID=Haskell Plasma Metabolomics HP6; Species=Human
SUBJECT_SAMPLE_FACTORS           	388	8	Case_Control:ADEQUATE	Lipidomics Sample ID=Haskell Plasma Lipidomics HP8; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP8; Metabolomics Sample ID=Haskell Plasma Metabolomics HP8; Species=Human
SUBJECT_SAMPLE_FACTORS           	271	1	Case_Control:ADEQUATE	Lipidomics Sample ID=Haskell Plasma Lipidomics HP1; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP1; Metabolomics Sample ID=Haskell Plasma Metabolomics HP1; Species=Human
SUBJECT_SAMPLE_FACTORS           	266	4	Case_Control:ADEQUATE	Lipidomics Sample ID=Haskell Plasma Lipidomics HP4; Biogenic Amines Sample ID Identifier=Haskell Plasma Biogenic Amines HP4; Metabolomics Sample ID=Haskell Plasma Metabolomics HP4; Species=Human
#COLLECTION
CO:COLLECTION_SUMMARY            	Plasma samples analyzed in this study were collected from the antecubital vein
CO:COLLECTION_SUMMARY            	in 7 mL Vacutainer® tubes containing K2-EDTA (Beckton Dickinson, Franklin
CO:COLLECTION_SUMMARY            	Lakes, NJ, USA).
CO:COLLECTION_PROTOCOL_FILENAME  	La_Frano_Treatment_Protocol_v1[23].pdf
CO:SAMPLE_TYPE                   	Blood (plasma)
#TREATMENT
TR:TREATMENT_SUMMARY             	The samples for this study were obtained from archived specimens from a
TR:TREATMENT_SUMMARY             	cross-sectional survey that assessed the prevalence of VAD among a convenience
TR:TREATMENT_SUMMARY             	sample of 207 lactating women in the province of Santa Margarita, Samar,
TR:TREATMENT_SUMMARY             	Philippines. The original protocol was approved by the UC Davis IRB 290430-5 and
TR:TREATMENT_SUMMARY             	the ethical committee of the local Ministry of Health in Eastern Visayas (Region
TR:TREATMENT_SUMMARY             	VIII), Philippines. Excluded from the study were individuals who did not consent
TR:TREATMENT_SUMMARY             	to further analysis of banked samples, had insufficient plasma remaining for
TR:TREATMENT_SUMMARY             	metabolomics analysis, had samples that were not stored at the University of
TR:TREATMENT_SUMMARY             	California, Davis, or had acute phase protein concentrations above normal range,
TR:TREATMENT_SUMMARY             	including plasma C-reactive protein (CRP) > 5 mg/L or plasma α-1-acid
TR:TREATMENT_SUMMARY             	glycoprotein (AGP) > 1.0 g/L (both measured by radial immunodiffusion). For the
TR:TREATMENT_SUMMARY             	remaining samples eligible for metabolomics analysis, participants were divided
TR:TREATMENT_SUMMARY             	into two groups with the lowest and highest concentrations based on their plasma
TR:TREATMENT_SUMMARY             	VA concentrations. We selected 5 participants with plasma retinol ≤ 0.8
TR:TREATMENT_SUMMARY             	μmol/L and 5 participants with plasma retinol >1.05 μmol/L that were our low
TR:TREATMENT_SUMMARY             	VA (VA-, < 0.8 μmol/L) or adequate VA (VA+, > 1.05 μmol/L) status groups,
TR:TREATMENT_SUMMARY             	respectively. It must be noted that one participant in the VA- group had a
TR:TREATMENT_SUMMARY             	plasma retinol concentration of 0.8 μmol/L, while the remaining four
TR:TREATMENT_SUMMARY             	participants had plasma retinol ≤ 0.7 μmol/L, the cutoff for deficiency [8].
TR:TREATMENT_SUMMARY             	Casual breast milk retinol per gram of fat was also measured. Plasma samples
TR:TREATMENT_SUMMARY             	analyzed in this study were collected from the antecubital vein in 7 mL
TR:TREATMENT_SUMMARY             	Vacutainer® tubes containing K2-EDTA (Beckton Dickinson, Franklin Lakes, NJ,
TR:TREATMENT_SUMMARY             	USA). Blood samples were shielded from light and placed in a cooler with ice
TR:TREATMENT_SUMMARY             	packs prior to centrifugation to obtain plasma. Separated plasma samples were
TR:TREATMENT_SUMMARY             	aliquoted into 2 ml cryovials and stored temporarily in a refrigerator until the
TR:TREATMENT_SUMMARY             	end of data collection that day, and then frozen at -20⁰C for ~1-4 months,
TR:TREATMENT_SUMMARY             	until transferred to Manila on dry ice, where they were stored first at -20 ºC
TR:TREATMENT_SUMMARY             	and then later at -80ºC. Thereafter, samples were shipped on dry ice to the
TR:TREATMENT_SUMMARY             	University of California, Davis and stored at -80ºC until analysis.
TR:TREATMENT_PROTOCOL_FILENAME   	La_Frano_Treatment_Protocol_v1[23].pdf
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Metabolomics assays for primary metabolomics, biogenic amines, and lipidomics
SP:SAMPLEPREP_SUMMARY            	were performed using protein precipitation extraction with UPLC-MS using
SP:SAMPLEPREP_SUMMARY            	modified previously published methods [6]. Briefly, 25 µL of plasma were added
SP:SAMPLEPREP_SUMMARY            	to 1.5 mL tubes before the addition of 10 µL of 1 µM internal standard
SP:SAMPLEPREP_SUMMARY            	solution, followed by 750 µL chilled methanol. Samples were then vortexed 30
SP:SAMPLEPREP_SUMMARY            	seconds prior to being centrifuged at 15,000 x G for 10 min. The supernatant was
SP:SAMPLEPREP_SUMMARY            	transferred to 1.5 mL high performance liquid chromatography (HPLC) amber glass
SP:SAMPLEPREP_SUMMARY            	vials, dried by centrifugal vacuum evaporation, and reconstituted in 100 µL 3:1
SP:SAMPLEPREP_SUMMARY            	acetonitrile: methanol solution with CUDA solution. The reconstituted solution
SP:SAMPLEPREP_SUMMARY            	was vortexed 30 seconds and placed on ice for 10 minutes. The solution was then
SP:SAMPLEPREP_SUMMARY            	centrifuged at 10,000 x G for 3 minutes after being transferred to microfilter
SP:SAMPLEPREP_SUMMARY            	tubes. The supernatant was then transferred to a HPLC vial to be analyzed using
SP:SAMPLEPREP_SUMMARY            	the UPLC-MS.
SP:SAMPLEPREP_PROTOCOL_FILENAME  	La_Frano_Lab_Methods_Doc_VA_v9[2].pdf
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_TYPE           	HILIC
CH:INSTRUMENT_NAME               	Waters Acquity I-Class
CH:COLUMN_NAME                   	Phenomenex Luna NH2 (150 x 2mm,3um)
CH:SOLVENT_A                     	100% water; 20 mM ammonium acetate; 20 mM ammonium hydroxide
CH:SOLVENT_B                     	75% acetonitrile/25% methanol; 10 mM ammonium hydroxide
CH:FLOW_GRADIENT                 	0-10 min: 90%, 10-11 min: 5%, 11-13 min: 5%, 13-15: 90%,
CH:FLOW_RATE                     	0.3 mL/min
CH:COLUMN_TEMPERATURE            	30 °C
CH:METHODS_FILENAME              	La_Frano_Lab_Methods_Doc_VA_v9[2].pdf
CH:SAMPLE_INJECTION              	5µl
CH:RANDOMIZATION_ORDER           	Excel generated
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
AN:LABORATORY_NAME               	Cal Poly Metabolomics Service Center
AN:OPERATOR_NAME                 	Rob Fanter
AN:DETECTOR_TYPE                 	Quadropule ion trap (QTrap)
AN:SOFTWARE_VERSION              	Data acquisition:AB Sciex Analyst;Data processing: AB Sciex MultiQuant 3.0
AN:PROCESSING_PARAMETERS_FILE    	La_Frano_Lab_Methods_Doc_VA_v9[2].pdf
AN:DATA_FORMAT                   	.mzml
#MS
MS:INSTRUMENT_NAME               	ABI Sciex API 4000 QTrap
MS:INSTRUMENT_TYPE               	QTRAP
MS:MS_TYPE                       	API
MS:ION_MODE                      	NEGATIVE
MS:MS_COMMENTS                   	La_Frano_Lab_Methods_Doc_VA_v9[2].pdf
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	Peak Area
MS_METABOLITE_DATA_START
Samples	9	2	5	7	3	10	6	8	1	4
Factors	Case_Control:LOW	Case_Control:LOW	Case_Control:LOW	Case_Control:LOW	Case_Control:LOW	Case_Control:ADEQUATE	Case_Control:ADEQUATE	Case_Control:ADEQUATE	Case_Control:ADEQUATE	Case_Control:ADEQUATE
2-aminoadipate	90503.68665	99001.31234	125223.9988	71762.74423	104158.8653	64960.89944	49192.19429	86937.21287	75428.99528	158581.8467
2-hydroxyglutarate	425079.8156	258021.3349	306811.1908	655927.2687	952740.6278	682730.9732	1030624.31	392729.5794	379439.2635	665534.8625
3-methyladipate_pimelate	139073.3108	120831.4298	113923.6704	126920.2816	127540.6997	212904.2728	84329.87643	118435.1542	97348.98473	200540.547
4-pyridoxate	70270.37468	84727.13918	108588.7653	83797.79791	134396.0278	208909.53	134361.0516	180551.1508	412210.6094	104332.7274
adenosine_monophosphate_(AMP)	63127.92055	20695.69353	28086.63661	39784.86682	34288.98595	20095.22194	75898.9242	26793.42214	23568.97677	32464.30116
alpha-hydroxybutyrate	238013.0183	383514.8955	190927.1561	490296.4963	332079.0746	336035.5722	677941.9414	485781.233	236112.9721	697148.7488
cytidine	16852.05689	14288.73323	10891.12485	8161.671559	11905.31385	18134.77115	979.3026478	15312.15591	5184.43464	14359.25741
dihydroxyacetone_phosphate_(DHAP)	10165.77384	4435.145614	5731.854268	4080.856888	7155.909747	5391.313592	15669.29973	6014.828301	3297.639282	4994.873233
fructose_glucose_galactose	45248219.4	45562470.97	46218155.17	45313970.55	50916968.08	49740820.84	45211883.7	45591747.17	45166289.44	53272806.81
fumarate_maleate	629216.9296	248835.0018	258153.7219	294338.0729	333847.9026	228973.2991	289765.3781	235545.3882	229991.9409	233780.2397
glycocholate	248776.9416	1811291.441	79100.8181	20913.96113	76049.6872	38721.59191	39663.61698	61789.14837	96623.36464	180442.6005
glycodeoxycholate_glycochenodeoxycholate	3900832.603	5089833.209	795100.0726	276506.0095	932916.0786	645031.4515	891152.6818	531534.8873	587745.2856	1141882.46
hexose_monophosphate_(F1P_F6P_G1P_G6P)	26215.05444	31041.32809	49295.95786	33667.11393	31906.58642	25977.7453	38657.93146	49790.66279	21680.49232	31841.82465
hippurate	159787.9827	264013.2768	590128.8131	235804.3698	99521.36003	103975.1499	180952.1017	252967.4922	112086.022	218261.599
hydroxyphenylacetate	50636.89982	37118.94953	93372.32888	81390.11462	45675.33226	46351.25046	53273.61772	74817.29592	138020.0778	62980.78493
indole-3-propionate	14993.07148	10347.71781	41269.36368	17853.5281	1361147.535	20122.48179	15180.01905	15310.43398	13669.72835	10614.43313
indoleacetate	78378.22868	27900.17986	211436.5513	103002.0957	58283.82504	80169.97266	53162.51311	49562.02724	102240.838	50329.99319
inosine	91749.8169	5913.487607	4585.756829	6119.903525	30237.36111	170079.8099	6365.025042	4921.604077	46188.26087	61806.35168
inositol	45473.0057	14263.55343	8594.337318	60190.63899	39049.91956	48524.72932	42107.81757	112638.9479	46163.73788	36200.08283
isocitrate	121523.472	86711.87521	121516.7836	392030.2747	57588.37329	179389.7145	75801.10214	394649.8963	117154.3466	141102.3116
kynurenine	62323.13109	43360.23001	26938.40858	89267.00139	55482.10563	59794.3854	59738.55683	45384.56245	45251.32446	49937.93335
lactate	4868777.264	3406594.145	3034749.32	4621741.588	5821333.292	3681800.723	4960766.798	4077491.796	2286388.896	4991220.126
lactose	631280.1679	931914.5541	1053781.462	946527.2406	818826.4637	794580.9538	1246763.851	787991.7606	735912.932	803039.1972
malate	32098.69443	20606.53841	45819.91103	18875.01965	26360.26761	22973.25623	19216.60552	34095.98983	25225.2666	55622.77563
methylmalonate	4311971.777	4929649.164	4019834.279	4496442.126	4166218.49	4941288.758	4441710.338	5197105.052	3984573.797	4950260.114
ribose-5-phosphate_ribulose-5-phosphate	16039.64913	23881.2864	9396.320026	9181.967854	14167.41388	14214.24769	14008.12441	20231.90141	24039.6751	14983.77029
sorbitol	1023534.686	618394.566	595564.4168	729707.1286	817204.6698	847980.3347	658585.2415	1021661.574	739232.7662	1090643.849
succinate	4981474.975	5447731.393	4548800.645	4973440.462	4842652.469	5403861.059	5348926.512	5165666.168	4520420.187	5491928.451
taurocholate	23766.64699	370510.7812	16525.38356	5100.085043	19008.07927	9346.789065	8795.741362	13123.10079	20266.74701	14981.80481
urate	30495.86981	25128.1065	26938.59521	28567.19822	31191.30821	24017.86229	36723.04115	48119.96872	53260.3049	31215.05477
uridine	1331580.157	1619542.021	642558.2373	1220258.089	2004599.627	1255550.14	1429722.647	977038.8946	1277874.989	1614529.176
xanthine	48889.62423	55185.61169	37060.54335	40149.34126	56694.37054	43603.54838	89090.72047	86664.54869	42480.81749	50657.42457
xanthurenate	27816.82056	20200.36181	29391.86838	23463.74112	27425.36556	40171.57811	23009.05788	32805.00975	26867.83001	34489.6361
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	RefMet Name	Method	Mode	Pubchem CID	KEGG	Inchikey
2-aminoadipate	alpha-Aminoadipic acid	Primary Metabolomics	Negative	6992111		OYIFNHCXNCRBQI-BYPYZUCNSA-M
2-hydroxyglutarate	2-Hydroxyglutaric acid	Primary Metabolomics	Negative	43	C02630	HWXBTNAVRSUOJR-UHFFFAOYSA-N
3-methyladipate_pimelate	3-Methyladipic acid	Primary Metabolomics	Negative	6999745		SYEOWUNSTUDKGM-YFKPBYRVSA-N
4-pyridoxate	4-Pyridoxic acid	Primary Metabolomics	Negative	6723	C00847	HXACOUQIXZGNBF-UHFFFAOYSA-N
adenosine_monophosphate_(AMP)	AMP	Primary Metabolomics	Negative	6083	C00020	UDMBCSSLTHHNCD-KQYNXXCUSA-N
alpha-hydroxybutyrate	2-Hydroxybutyric acid	Primary Metabolomics	Negative	129763027		PTNBEIHSYWNXOE-UHFFFAOYSA-N
cytidine	Cytidine	Primary Metabolomics	Negative	6175	C00475	UHDGCWIWMRVCDJ-XVFCMESISA-N
dihydroxyacetone_phosphate_(DHAP)	Dihydroxyacetone phosphate	Primary Metabolomics	Negative	668	C00184	GNGACRATGGDKBX-UHFFFAOYSA-N
fructose_glucose_galactose	Fructose/Glucose/Galactose	Primary Metabolomics	Negative	2723872/5793/6036		LKDRXBCSQODPBY-VRPWFDPXSA-N/WQZGKKKJIJFFOK-GASJEMHNSA-N/WQZGKKKJIJFFOK-SVZMEOIVSA-N
fumarate_maleate	Fumaric acid/malic acid	Primary Metabolomics	Negative	5460307/5288227		VZCYOOQTPOCHFL-OWOJBTEDSA-L/VZCYOOQTPOCHFL-UPHRSURJSA-L
glycocholate	Glycocholic acid	Primary Metabolomics	Negative	10140	C01921	RFDAIACWWDREDC-FRVQLJSFSA-N
glycodeoxycholate_glycochenodeoxycholate	Glycodeoxycholic acid	Primary Metabolomics	Negative	3035026		WVULKSPCQVQLCU-BUXLTGKBSA-N
hexose_monophosphate_(F1P_F6P_G1P_G6P)		Primary Metabolomics	Negative		C00159
hippurate	Hippuric acid	Primary Metabolomics	Negative	516953	C01586	ZBCAZEFVTIBZJS-UHFFFAOYSA-M
hydroxyphenylacetate		Primary Metabolomics	Negative
indole-3-propionate	3-Indolepropionic acid	Primary Metabolomics	Negative	134324		KRXFUVUEJRVANS-UHFFFAOYSA-M
indoleacetate	Indoleacetic acid	Primary Metabolomics	Negative	802	C00954	SEOVTRFCIGRIMH-UHFFFAOYSA-N
inosine	Inosine	Primary Metabolomics	Negative	6021	C00294	UGQMRVRMYYASKQ-KQYNXXCUSA-N
inositol	Myo-inositol	Primary Metabolomics	Negative	892		CDAISMWEOUEBRE-UHFFFAOYSA-N
isocitrate	Isocitric acid	Primary Metabolomics	Negative	5460172	C00311	ODBLHEXUDAPZAU-UHFFFAOYSA-K
kynurenine	Kynurenine	Primary Metabolomics	Negative	846	C01718	YGPSJZOEDVAXAB-UHFFFAOYSA-N
lactate	Lactic acid	Primary Metabolomics	Negative	91435	C01432	JVTAAEKCZFNVCJ-UHFFFAOYSA-M
lactose		Primary Metabolomics	Negative	440995	C01970
malate	Malic acid	Primary Metabolomics	Negative	160434	C00711	BJEPYKJPYRNKOW-UHFFFAOYSA-L
methylmalonate	Methylmalonic acid	Primary Metabolomics	Negative	487	C02170	ZIYVHBGGAOATLY-UHFFFAOYSA-N
ribose-5-phosphate_ribulose-5-phosphate	Ribulose 5-phosphate	Primary Metabolomics	Negative	439184	C00121	FNZLKVNUWIIPSJ-UHNVWZDZSA-N
sorbitol	Sorbitol	Primary Metabolomics	Negative	5780	C00794	FBPFZTCFMRRESA-JGWLITMVSA-N
succinate	Succinic acid	Primary Metabolomics	Negative	160419	C00042	KDYFGRWQOYBRFD-UHFFFAOYSA-L
taurocholate	Taurocholic	Primary Metabolomics	Negative	6675		WBWWGRHZICKQGZ-HZAMXZRMSA-N
urate	Uric acid	Primary Metabolomics	Negative	1175	C00366	LEHOTFFKMJEONL-UHFFFAOYSA-N
uridine	Uridine	Primary Metabolomics	Negative	6029	C00299	DRTQHJPVMGBUCF-XVFCMESISA-N
xanthine	Xanthine	Primary Metabolomics	Negative	1188	C00385	LRFVTYWOQMYALW-UHFFFAOYSA-N
xanthurenate	Xanthurenic acid	Primary Metabolomics	Negative	53481609	C02470	MYFHOUJDPFBJLH-XGJKELJWSA-N
METABOLITES_END
#END