#METABOLOMICS WORKBENCH lafrano_20230324_084640 DATATRACK_ID:3818 STUDY_ID:ST002827 ANALYSIS_ID:AN004615 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                   	Waters Atlantis HILIC (150 x 2.1 mm, 3um)
CH:SOLVENT_A                     	100% water; 10 mM ammonium formate; 0.1% formic acid
CH:SOLVENT_B                     	100% acetonitrile; 0.1% formic acid
CH:FLOW_GRADIENT                 	0-1 min: 95%, 1-11 min: 95%, 11-13 min: 40%, 13-15 min: 95%
CH:FLOW_RATE                     	0.25 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                      	POSITIVE
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
acetylcholine	619658.4793	676417.1058	638960.0918	596654.4048	582008.9808	730251.2499	437565.618	570866.3431	335162.9344	1052174.41
alanine	2916127.339	1600815.79	2782794.661	2739877.174	3233319.594	2011675.933	2250313.405	2370488.3	1633036.651	2029463.629
allantoin_T	197740.4148	144991.6238	140634.0077	126464.8147	216680.2905	243816.1424	281874.4468	315862.478	364644.5982	300185.3766
alpha-glycerophosphocholine	2483322.771	3114699.912	2248840.427	2099494.329	3057169.487	3191149.362	2844838.868	3996846.438	2919769.476	4571297.742
anthranilic_acid	37425.23816	23997.27567	10673.37821	14146.24322	19094.23022	24324.19464	21304.28068	19714.57926	21264.05839	18214.61947
arginine	22850909.41	15557445.81	21015607.65	18553036.38	18581072.11	17304364.37	23693623.85	17557704.14	26615418.67	13622456.32
asparagine	412961.0159	523203.6836	641793.0339	302180.7035	468166.0496	465877.5574	261119.0142	480640.6667	645128.4143	437974.8828
betaine	32648969.72	27366493.99	27834932.65	28572115.8	29439004.41	28586455.32	28611293.45	30627908.14	23252920.07	29726404.31
carnitine	11308083.55	12295287.69	9602045.535	7594414.939	10979469.43	12228428.66	12343998.06	13836971.47	12045044.67	11966420.4
choline	8915844.735	6044398.427	6032539.292	9247496.072	6542836.336	8042363.219	9302758.019	6960969.446	4417314.543	8730336.164
cis trans_hydroxyproline	17469821.98	20309259.07	21151764.31	18472678.58	21630412.51	19492865.36	27090143.91	17156047.84	16965742.29	21820336.54
citrulline	849944.8247	1216050.854	1266610.796	1207099.878	1498180.221	1660245.9	1330626.966	1634378.92	946827.1386	1110824.231
creatine	5170669.651	9405134.359	6854256.168	5038816.994	3852197.654	6593143.107	5963401.579	5759156.245	9340271.001	7028806.369
creatinine	2558780.339	2380661.343	2140553.575	2449748.389	2250490.597	2005507.214	1754257.821	2159897.089	2370909.649	2418581.07
dimethylglycine	5090358.805	1389538.756	1222953.521	3494138.352	3712573.48	1682825.99	1132408.878	728499.3821	647763.7254	2196967.726
dimethyl-L-arginine_ADMA	3240338.452	4084989.275	2573372.835	3110367.798	3049930.962	2879252.415	3557143.459	4032455.676	2909988.844	3585356.287
glutamate	2303227.31	2482452.002	2650714.513	2782896.533	2631589.899	2612934.505	2659921.264	2380693.302	2135268.969	2865899.951
glutamine	12347889.94	11587032.18	12322178.75	5923761.21	11641750.26	12320874.57	1978426.781	13526080.17	8121496.89	13942925.95
glycine_T	40425.92096	44520.70409	41943.09416	28948.41543	38783.43942	52376.46541	20131.62279	40993.06002	38628.3544	54666.28574
histidine	26888241.56	23869929.31	22613058.7	26484308.33	31299596.84	28073942.84	28473770.29	21372652.18	16806556.53	27112634.19
isoleucine	11536782.77	12191177.46	12834843.09	12113844.02	13624122.83	12492054.61	18035768.42	10832585.47	10826387.79	13832438.46
kynurenic_acid	111472.8595	60973.46198	64145.13334	178989.2853	98914.15915	62869.10399	23968.76247	33587.40118	53696.69919	25700.12358
leucine	18761818.11	20460781.38	20838678.64	18842164.76	22650172.99	20804929.52	27831122.99	18605746.93	19148510.91	22248611.27
lysine	10881030.94	10559302.07	10263334.08	4320373.619	9230610.037	10432846.39	1646332.379	11407904.52	6858861.846	9287068.43
methionine_T	1036276.5	973259.9424	1062246.515	1043254.311	1273070.581	815523.6315	733029.8645	432813.5436	442726.7435	745095.4991
N-carbamoyl-beta-alanine	102925.958	135765.4687	76973.68327	108926.3067	147345.0571	68120.7656	114123.9448	93997.21398	105550.1847	95845.45967
niacinamide	109069.8859	268935.5727	146401.8409	252356.4971	140633.4601	154532.5077	634794.1048	171067.9102	112305.3712	144404.2739
N-monomethyl-L-arginine_NMMA	235372.4966	276268.328	312097.3272	186544.7412	240306.4171	252645.656	351514.5616	270950.0588	233978.3587	244495.8793
ornithine	2268754.26	2447990.324	1927097.757	1515204.521	2497446.173	2792635.753	3054782.466	1804108.372	1938765.399	2123732.017
phenylalanine_T	8568613.936	8034476.715	8287710.869	6693576.957	7589076.77	8085145.732	7098675.645	5269095.422	7444920.368	6732077.486
proline	37171416.47	29150462.82	22373553.78	22548961.99	29979909.04	25812475.02	26138851.34	25046634.99	19304055.86	25949404.77
serine	876535.5888	961592.8081	1348001.238	771732.1044	852410.4465	961490.2151	724184.8601	835760.5685	1084036.376	874586.0496
serotonin	124598.057	215009.0113	409616.7911	513946.0284	46461.88697	57072.87661	652081.2326	237498.0137	27443.1175	80688.88182
symmetrical_dimethylarginine_SDMA	1127887.546	1755616.088	755531.4031	774460.9465	1083416.56	879901.0891	994101.824	1196754.071	762123.6194	1297158.977
taurine	250095.2037	435452.6486	328733.6876	365065.7448	309957.9113	314795.9546	652481.133	394217.7239	338124.0995	266799.4791
threonine	412711.5445	289186.2499	419760.5525	283385.0992	266582.7957	204927.1703	223619.2002	211425.3145	280643.4416	293620.1675
thyroxine	98951.58283	77454.13586	105474.3827	131735.9633	105846.3952	92660.05979	97105.85732	121163.8906	125389.7219	98912.24099
triiodothyronine	2413.453238	609.791825	4934.469389	2953.710669	1749.527193	1151.056643	1184.2179	2411.223223	1782.79223	5205.907418
trimethylamine-N-oxide	39218.35999	31103.4504	27139.51436	35444.61605	34990.64337	21294.47595	45592.19909	23509.27274	14856.55958	23426.49043
tryptophan_T	7660532.014	9714461.073	8061216.952	8775183.432	6701992.476	8862514.101	9159413.68	6591366.168	7649863.186	8638352.686
tyrosine_T	761351.2382	823188.548	844842.1664	538619.3572	907272.873	818976.8972	696087.6703	405687.2752	647153.6285	494679.5641
valine_T	12357946.38	12866914.06	12615526.93	13814908.37	15027889.62	14014091.37	16264170.09	11603498.89	11113708.36	17018695.69
xanthosine	139204.565	158469.5042	112422.6992	124616.2567	179527.8912	99272.12708	156047.4626	151601.7091	124556.1321	155204.1876
Acetyl-carnitine	14346331.44	17969245.32	9321151.683	7909004.313	14714949.95	12435548.76	15901344.41	18904688.94	15230360.2	13567887.24
Propionyl-carnitine	1902874.234	2383979.688	1880974.867	1325467.847	2007142.886	2432012.759	2880406.497	5136435.958	3007336.156	1960214.634
Isobutyryl-carnitine	2403083.129	1595592.283	1208910.01	2370828.24	1694917.544	780338.1501	2401922.456	1508289.886	491407.2807	2809900.695
Butyryl-carnitine	2320791.707	875591.274	1149730.897	2349136.671	1929034.269	940305.3275	1339338.214	1779293.701	437333.896	3080412.626
3-Hydroxy-hexanoyl-carnitine	185852.601	94525.75363	115352.9086	326645.621	250202.7208	76545.34197	170527.2999	111527.281	75471.05772	207605.8608
Glutaryl-carnitine	157452.3087	95749.45968	66622.41911	95693.40012	163888.0873	89206.8796	149211.4237	93441.6612	59426.48627	139922.4765
Octenoyl-carnitine	26742.01849	61586.16903	5998.886178	29535.9528	50112.78466	16111.06277	46653.5015	32549.14768	18853.87815	18219.52164
Octanoyl-carnitine	31857.14556	304263.5818	10931.3207	338845.0739	447295.7749	48341.67043	240012.2945	58468.55886	26770.17597	128844.0234
3-Methylglutaryl-carnitine	32882.2866	179912.0353	64147.84154	60847.18962	32630.85187	82300.41124	116307.9497	566605.1495	73094.40257	77468.98019
Decenoyl-carnitine	29708.90513	257366.835	21346.68117	432870.3409	367869.7156	40285.31163	172449.5885	57855.35816	34467.31663	71462.16465
Lauroyl-carnitine	98360.25455	603812.9221	57358.52868	373938.2919	616396.6136	163937.8038	477827.1572	298988.8998	85572.4585	195250.479
Myristoyl-carnitine	42889.84322	124477.7345	47427.82625	69147.387	97660.50668	52372.34711	103646.4304	80808.22741	66461.7305	76143.84782
Palmitoleoyl-carnitine	84170.02352	540956.0192	80206.91646	305424.6592	282249.6005	139564.0874	472514.3152	197655.8836	108157.3701	210194.0388
Palmitoyl-carnitine	715280.8327	1528883.524	522436.7447	995348.9029	1382684.9	1034207.386	2244154.903	1409924.539	986519.5167	1777957.192
Linoleyl-carnitine	195179.9291	343967.6488	186893.0917	231000.7609	274409.2775	260739.9513	406223.9678	518378.6976	318558.9212	258371.1679
Oleyl-carnitine	429907.495	1822905.74	334993.0244	960074.9932	789679.5466	828166.6852	1494618.284	1321333.11	934234.2235	1041869.889
Stearoyl-carnitine	181510.8324	280535.6817	207864.3972	292447.8736	231263.7242	314878.2072	568366.775	561216.2393	318530.9514	414555.1757
3-Hydroxy-linoleyl-carnitine	672281.9713	592760.3472	913514.9405	346174.9453	618629.5386	796472.0105	638815.1175	556421.3139	587072.3945	531000.9606
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	RefMet Name	Method	Mode	Pubchem CID	KEGG	Inchikey
acetylcholine	Acetylcholine	Biogenic Amines	Positive	187	C01996	OIPILFWXSMYKGL-UHFFFAOYSA-N
alanine	Alanine	Biogenic Amines	Positive	5950	C00041	QNAYBMKLOCPYGJ-REOHCLBHSA-N
allantoin_T	Allantoin	Biogenic Amines	Positive	204	C01551	POJWUDADGALRAB-UHFFFAOYSA-N
alpha-glycerophosphocholine	sn-Glycero-3-phosphocholine	Biogenic Amines	Positive	657272	D07349	SUHOQUVVVLNYQR-MRVPVSSYSA-N
anthranilic_acid	2-Aminobenzoic acid	Biogenic Amines	Positive	227	C00108	RWZYAGGXGHYGMB-UHFFFAOYSA-N
arginine	Arginine	Biogenic Amines	Positive	28782	C00062	ODKSFYDXXFIFQN-BYPYZUCNSA-N
asparagine	Asparagine	Biogenic Amines	Positive	6267	C00152	DCXYFEDJOCDNAF-REOHCLBHSA-N
betaine	Betaine	Biogenic Amines	Positive	247	C00719	KWIUHFFTVRNATP-UHFFFAOYSA-N
carnitine	Carnitine	Biogenic Amines	Positive	10917	C00318	PHIQHXFUZVPYII-ZCFIWIBFSA-N
choline	Choline	Biogenic Amines	Positive	305	C00114	OEYIOHPDSNJKLS-UHFFFAOYSA-N
cis trans_hydroxyproline	trans-4-Hydroxyproline	Biogenic Amines	Positive	5810	C01157	PMMYEEVYMWASQN-DMTCNVIQSA-N
citrulline	Citrulline	Biogenic Amines	Positive	6992098	C00327	RHGKLRLOHDJJDR-BYPYZUCNSA-N
creatine	Creatine	Biogenic Amines	Positive	586	C00300	CVSVTCORWBXHQV-UHFFFAOYSA-N
creatinine	Creatinine	Biogenic Amines	Positive	588	C00791	DDRJAANPRJIHGJ-UHFFFAOYSA-N
dimethylglycine	Dimethylglycine	Biogenic Amines	Positive	673	C01026	FFDGPVCHZBVARC-UHFFFAOYSA-N
dimethyl-L-arginine_ADMA	Arginine	Biogenic Amines	Positive	28782	C00062	ODKSFYDXXFIFQN-BYPYZUCNSA-N
glutamate	Glutamic acid	Biogenic Amines	Positive	33032	C00025	WHUUTDBJXJRKMK-VKHMYHEASA-N
glutamine	Glutamine	Biogenic Amines	Positive	5961	C00064	ZDXPYRJPNDTMRX-VKHMYHEASA-N
glycine_T	Glycine	Biogenic Amines	Positive	5257127	C00037	DHMQDGOQFOQNFH-UHFFFAOYSA-N
histidine	Histidine	Biogenic Amines	Positive	6274	C00135	HNDVDQJCIGZPNO-YFKPBYRVSA-N
isoleucine	Isoleucine	Biogenic Amines	Positive	6306	C00407	AGPKZVBTJJNPAG-WHFBIAKZSA-N
kynurenic_acid	Kynurenic acid	Biogenic Amines	Positive	3845	C01717	HCZHHEIFKROPDY-UHFFFAOYSA-N
leucine	Leucine	Biogenic Amines	Positive	6106	C00123	ROHFNLRQFUQHCH-YFKPBYRVSA-N
lysine	Lysine	Biogenic Amines	Positive	5962	C00047	KDXKERNSBIXSRK-YFKPBYRVSA-N
methionine_T	Racemethionine	Biogenic Amines	Positive	5255805	C01733	FFEARJCKVFRZRR-UHFFFAOYSA-N
N-carbamoyl-beta-alanine	Ureidopropionic acid	Biogenic Amines	Positive	111	C02642	JSJWCHRYRHKBBW-UHFFFAOYSA-N
niacinamide	Niacinamide	Biogenic Amines	Positive	936	C00153	DFPAKSUCGFBDDF-UHFFFAOYSA-N
N-monomethyl-L-arginine_NMMA	Arginine	Biogenic Amines	Positive	28782	C00062	ODKSFYDXXFIFQN-BYPYZUCNSA-N
ornithine	Ornithine	Biogenic Amines	Positive	6262	C00077	AHLPHDHHMVZTML-BYPYZUCNSA-N
phenylalanine_T	Phenylalanine	Biogenic Amines	Positive	6140	C00079	COLNVLDHVKWLRT-QMMMGPOBSA-N
proline	Proline	Biogenic Amines	Positive	145742	C00148	ONIBWKKTOPOVIA-BYPYZUCNSA-N
serine	Serine	Biogenic Amines	Positive	5951	C00065	MTCFGRXMJLQNBG-REOHCLBHSA-N
serotonin	Serotonin	Biogenic Amines	Positive	5202	C00780	QZAYGJVTTNCVMB-UHFFFAOYSA-N
symmetrical_dimethylarginine_SDMA	Symmetric dimethylarginine	Biogenic Amines	Positive	17801140		NWGZOALPWZDXNG-UHFFFAOYSA-N
taurine	Taurine	Biogenic Amines	Positive	1123	C00245	XOAAWQZATWQOTB-UHFFFAOYSA-N
threonine	Threonine	Biogenic Amines	Positive	6288	C00188	AYFVYJQAPQTCCC-GBXIJSLDSA-N
thyroxine	Thyroxine	Biogenic Amines	Positive	25201348	C01829	XUIIKFGFIJCVMT-LBPRGKRZSA-N
triiodothyronine	Liothyronine	Biogenic Amines	Positive	5920	C02465	AUYYCJSJGJYCDS-LBPRGKRZSA-N
trimethylamine-N-oxide	Trimethylamine N-oxide	Biogenic Amines	Positive	1145	C01104	UYPYRKYUKCHHIB-UHFFFAOYSA-N
tryptophan_T	Tryptophan	Biogenic Amines	Positive	6305	C00078	QIVBCDIJIAJPQS-VIFPVBQESA-N
tyrosine_T	Tyrosine	Biogenic Amines	Positive	6057	C00082	OUYCCCASQSFEME-QMMMGPOBSA-N
valine_T	Valine	Biogenic Amines	Positive	6287	C00183	KZSNJWFQEVHDMF-BYPYZUCNSA-N
xanthosine	Xanthosine	Biogenic Amines	Positive	64959	C01762	UBORTCNDUKBEOP-UUOKFMHZSA-N
Acetyl-carnitine	CAR 2:0	Biogenic Amines	Positive	18230		RDHQFKQIGNGIED-QMMMGPOBSA-N
Propionyl-carnitine	CAR 3:0	Biogenic Amines	Positive	188824		UFAHZIUFPNSHSL-MRVPVSSYSA-N
Isobutyryl-carnitine	CAR 3:0;2Me	Biogenic Amines	Positive	168379		LRCNOZRCYBNMEP-SECBINFHSA-N
Butyryl-carnitine	CAR 4:0	Biogenic Amines	Positive	213144		QWYFHHGCZUCMBN-SECBINFHSA-N
3-Hydroxy-hexanoyl-carnitine	CAR 6:0;OH	Biogenic Amines	Positive	53481624		VYEONLJQPYRKAN-DTIOYNMSSA-N
Glutaryl-carnitine	CAR DC5:0	Biogenic Amines	Positive			NXJAXUYOQLTISD-VIFPVBQESA-N
Octenoyl-carnitine	CAR 8:1	Biogenic Amines	Positive	70679121		LOSHAHDSFZXVCT-LXKVQUBZSA-N
Octanoyl-carnitine	CAR 8:1(2)	Biogenic Amines	Positive	70679121		LOSHAHDSFZXVCT-LXKVQUBZSA-N
3-Methylglutaryl-carnitine	CAR DC5:0;3Me	Biogenic Amines	Positive	128145		HFCPFJNSBPQJDP-UHFFFAOYSA-N
Decenoyl-carnitine	CAR 10:1	Biogenic Amines	Positive	71464497		OQWOHRPOYAVIOK-KTKRTIGZSA-N
Lauroyl-carnitine	CAR 12:0	Biogenic Amines	Positive	168381		FUJLYHJROOYKRA-QGZVFWFLSA-N
Myristoyl-carnitine	CAR 14:0	Biogenic Amines	Positive	53477791		PSHXNVGSVNEJBD-LJQANCHMSA-N
Palmitoleoyl-carnitine	CAR 16:1	Biogenic Amines	Positive	71464547		JFAGPSOZZSTLRF-KHPPLWFESA-N
Palmitoyl-carnitine	CAR 16:0	Biogenic Amines	Positive	11953816		XOMRRQXKHMYMOC-OAQYLSRUSA-N
Linoleyl-carnitine	CAR 18:2	Biogenic Amines	Positive	51000598		MJLXQSQYKZWZCB-UTJQPWESSA-N
Oleyl-carnitine	CAR 18:1	Biogenic Amines	Positive	6441392		IPOLTUVFXFHAHI-SEYXRHQNSA-N
Stearoyl-carnitine	CAR 18:0	Biogenic Amines	Positive	52922056		FNPHNLNTJNMAEE-HSZRJFAPSA-N
3-Hydroxy-linoleyl-carnitine	CAR 18:2;OH	Biogenic Amines	Positive	71464556		WQYXCASYXUFNSI-UTJQPWESSA-N
METABOLITES_END
#END