#METABOLOMICS WORKBENCH QiushiSun_20221128_085601 DATATRACK_ID:3602 STUDY_ID:ST002361 ANALYSIS_ID:AN003856
VERSION                          	1
CREATED_ON                       	06-06-2023
#PROJECT
PR:PROJECT_TITLE                 	UCP2-dependent redox-sensing in POMC neurons regulates feeding
PR:PROJECT_SUMMARY               	Paradoxically, glucose, the primary driver of satiety, activates a small
PR:PROJECT_SUMMARY               	population of anorexigenic POMC neurons. Here we show that lactate levels in the
PR:PROJECT_SUMMARY               	circulation and in the cerebrospinal fluid are elevated in fed state and
PR:PROJECT_SUMMARY               	addition of lactate to glucose activates the majority of POMC neurons while
PR:PROJECT_SUMMARY               	increasing cytosolic NADH generation, mitochondrial respiration and
PR:PROJECT_SUMMARY               	extracellular pyruvate levels. Inhibition of lactate dehydrogenases diminishes
PR:PROJECT_SUMMARY               	mitochondrial respiration, NADH production, and POMC neuronal activity. However,
PR:PROJECT_SUMMARY               	inhibition of the mitochondrial pyruvate carrier has no effect. POMC-specific
PR:PROJECT_SUMMARY               	downregulation of Ucp2 (Ucp2PomcKO), a molecule regulated by fatty acid
PR:PROJECT_SUMMARY               	metabolism and shown to play a role as transporter in the malate-aspartate
PR:PROJECT_SUMMARY               	shuttle, abolishes lactate- and glucose-sensing of POMC neurons. Ucp2PomcKO mice
PR:PROJECT_SUMMARY               	have impaired glucose metabolism and are prone to obesity on a high fat diet.
PR:PROJECT_SUMMARY               	Altogether, our data show that lactate through redox signaling and blocking
PR:PROJECT_SUMMARY               	mitochondrial glucose utilization activates POMC neurons to regulate feeding and
PR:PROJECT_SUMMARY               	glucose metabolism.
PR:INSTITUTE                     	Columbia University
PR:LAST_NAME                     	Diano
PR:FIRST_NAME                    	Sabrina
PR:ADDRESS                       	1150 St. Nicholas Avenue Russ Berrie Medical Science Pavilion Rm 405 New York,
PR:ADDRESS                       	NY, 10032
PR:EMAIL                         	sd3449@cumc.columbia.edu
PR:PHONE                         	212 8514554
PR:DOI                           	http://dx.doi.org/10.21228/M8R12T
#STUDY
ST:STUDY_TITLE                   	UCP2-dependent redox-sensing in POMC neurons regulates feeding
ST:STUDY_SUMMARY                 	Paradoxically, glucose, the primary driver of satiety, activates a small
ST:STUDY_SUMMARY                 	population of anorexigenic POMC neurons. Here we show that lactate levels in the
ST:STUDY_SUMMARY                 	circulation and in the cerebrospinal fluid are elevated in fed state and
ST:STUDY_SUMMARY                 	addition of lactate to glucose activates the majority of POMC neurons while
ST:STUDY_SUMMARY                 	increasing cytosolic NADH generation, mitochondrial respiration and
ST:STUDY_SUMMARY                 	extracellular pyruvate levels. Inhibition of lactate dehydrogenases diminishes
ST:STUDY_SUMMARY                 	mitochondrial respiration, NADH production, and POMC neuronal activity. However,
ST:STUDY_SUMMARY                 	inhibition of the mitochondrial pyruvate carrier has no effect. POMC-specific
ST:STUDY_SUMMARY                 	downregulation of Ucp2 (Ucp2PomcKO), a molecule regulated by fatty acid
ST:STUDY_SUMMARY                 	metabolism and shown to play a role as transporter in the malate-aspartate
ST:STUDY_SUMMARY                 	shuttle, abolishes lactate- and glucose-sensing of POMC neurons. Ucp2PomcKO mice
ST:STUDY_SUMMARY                 	have impaired glucose metabolism and are prone to obesity on a high fat diet.
ST:STUDY_SUMMARY                 	Altogether, our data show that lactate through redox signaling and blocking
ST:STUDY_SUMMARY                 	mitochondrial glucose utilization activates POMC neurons to regulate feeding and
ST:STUDY_SUMMARY                 	glucose metabolism.
ST:INSTITUTE                     	Columbia University
ST:LAST_NAME                     	Diano
ST:FIRST_NAME                    	Sabrina
ST:ADDRESS                       	1150 St. Nicholas Avenue Russ Berrie Medical Science Pavilion Rm 405 New York,
ST:ADDRESS                       	NY, 10032
ST:EMAIL                         	sd3449@cumc.columbia.edu
ST:PHONE                         	212 8514554
ST:SUBMIT_DATE                   	2022-11-28
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Mus musculus
SU:TAXONOMY_ID                   	10090
#SUBJECT_SAMPLE_FACTORS:         	SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Additional sample data
SUBJECT_SAMPLE_FACTORS           	-	Ucp2PomcKO_1_HC_Neg	Genotype:UCP2 POMC-knockout	Instrument run modes=Hypercarb column negative MS mode (HC_Neg); RAW_FILE_NAME=run15-16Sep22_KO_GlcNA_LacNA_1_HC_Neg.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ucp2PomcKO_1_RP_Pos	Genotype:UCP2 POMC-knockout	Instrument run modes=Reverse phase column positive MS mode (RP_Pos); RAW_FILE_NAME=run15-15Sep22_KO_GlcNA_LacNA_1_RP_Pos.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ucp2PomcKO_2_HC_Neg	Genotype:UCP2 POMC-knockout	Instrument run modes=Hypercarb column negative MS mode (HC_Neg); RAW_FILE_NAME=run16-16Sep22_KO_GlcNA_LacNA_2_HC_Neg.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ucp2PomcKO_2_RP_Pos	Genotype:UCP2 POMC-knockout	Instrument run modes=Reverse phase column positive MS mode (RP_Pos); RAW_FILE_NAME=run16-15Sep22_KO_GlcNA_LacNA_2_RP_Pos.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ctrl_1_HC_Neg	Genotype:wild type	Instrument run modes=Hypercarb column negative MS mode (HC_Neg); RAW_FILE_NAME=run6-16Sep22_Ctrl_GlcNA_LacNA_1_HC_Neg.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ctrl_1_RP_Pos	Genotype:wild type	Instrument run modes=Reverse phase column positive MS mode (RP_Pos); RAW_FILE_NAME=run6-15Sep22_Ctrl_GlcNA_LacNA_1_RP_Pos.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ctrl_2_HC_Neg	Genotype:wild type	Instrument run modes=Hypercarb column negative MS mode (HC_Neg); RAW_FILE_NAME=run25-16Sep22_Ctrl_GlcNA_LacNA_2_HC_Neg_rerun.mzML
SUBJECT_SAMPLE_FACTORS           	-	Ctrl_2_RP_Pos	Genotype:wild type	Instrument run modes=Reverse phase column positive MS mode (RP_Pos); RAW_FILE_NAME=run7-15Sep22_Ctrl_GlcNA_LacNA_2_RP_Pos.mzML
#COLLECTION
CO:COLLECTION_SUMMARY            	Hypothalamic primary neuronal cell culture Eight to ten neonatal (0 days old)
CO:COLLECTION_SUMMARY            	pubs from either control or Ucp2PomcKO mice derived from homozygous Cre-positive
CO:COLLECTION_SUMMARY            	parents were used for hypothalamic primary neuronal cell culture. In brief, we
CO:COLLECTION_SUMMARY            	carefully removed the brain's hypothalamus and placed it onto a small culture
CO:COLLECTION_SUMMARY            	dish containing a small volume of Hibernate-A Medium (Cat# A1247501, Thermo
CO:COLLECTION_SUMMARY            	Fisher Scientific). After digestion, the tissues dissociated to single cells
CO:COLLECTION_SUMMARY            	with 6 mL of Hibernate-A Medium containing 2.5 % of Trypsin-EDTA for 15 minutes
CO:COLLECTION_SUMMARY            	at 37℃. Suspended cells were filtered (40 μm) and centrifuged for 5 min at
CO:COLLECTION_SUMMARY            	1000 rpm. The pellet was re-suspended and plated on XF96 cell culture
CO:COLLECTION_SUMMARY            	microplates (Cat# 101085-004, Agilent Technologies) coated with poly-D-lysine
CO:COLLECTION_SUMMARY            	(Cat# P6407, Sigma-Aldrich) at a density of 0.2 x104 cells per well. Cells were
CO:COLLECTION_SUMMARY            	cultured in Neurobasal-A medium (Cat# 10888022, Thermo Fisher Scientific)
CO:COLLECTION_SUMMARY            	supplemented with 1 % penicillin-streptomycin, 2 % B-27 Supplement (Cat#
CO:COLLECTION_SUMMARY            	17504044, Thermo Fisher Scientific), and GlutaMAX-I (Cat# 35050061, Thermo
CO:COLLECTION_SUMMARY            	Fisher Scientific), CultureOne supplement (Cat# A3320201, Thermo Fisher
CO:COLLECTION_SUMMARY            	Scientific). For control culture, we used either Ucp2fl/fl; Pomc-CreERT2;
CO:COLLECTION_SUMMARY            	tdTomato mice which neuronal cultures were treated with vehicle (0.03 % ethanol
CO:COLLECTION_SUMMARY            	diluted in medium) or Ucp2+/+; Pomc-CreERT2; tdTomato mice which neuronal
CO:COLLECTION_SUMMARY            	cultures were treated with 2 μM 4-hydroxytamoxifen (Cat# H7904, Sigma-Aldrich).
CO:COLLECTION_SUMMARY            	After 10 days in culture, primary neuronal cells isolated from control and
CO:COLLECTION_SUMMARY            	Ucp2PomcKO mice were treated with 2 μM 4-hydroxytamoxifen for expression of a
CO:COLLECTION_SUMMARY            	CreER recombinase. Primary neuronal cells were used for the measurement of
CO:COLLECTION_SUMMARY            	mitochondria oxidation two days later.
CO:SAMPLE_TYPE                   	Neurons
#TREATMENT
TR:TREATMENT_SUMMARY             	We used the inducible Cre/loxP technology to generate mice in which UCP2 was
TR:TREATMENT_SUMMARY             	selectively ablated in POMC neurons (Ucp2PomcKO mice). First, mice expressing a
TR:TREATMENT_SUMMARY             	tamoxifen-inducible Cre recombinase (CreERT2) in cells expressing POMC
TR:TREATMENT_SUMMARY             	(Pomc-CreERT2) were crossed with Rosa26-lox-stop-lox-tdTomato (Ai14;
TR:TREATMENT_SUMMARY             	cre-recombinase-dependent expression) mice (Ai14 reporter mice; stock #007914;
TR:TREATMENT_SUMMARY             	The Jackson Laboratory) to label POMC-expressing cells. Pomc-CreERT2;
TR:TREATMENT_SUMMARY             	Rosa26-lox-stop-lox-tdTomato (Pomc-CreERT2; tdTomato) mice have POMC-expressing
TR:TREATMENT_SUMMARY             	cells with the expression of tdTomato by tamoxifen administration. No
TR:TREATMENT_SUMMARY             	observation of POMC-tdTomato expression was found in the absence of tamoxifen
TR:TREATMENT_SUMMARY             	administration, indicating that recombination was strictly dependent upon
TR:TREATMENT_SUMMARY             	tamoxifen-induced Cre recombinase activation. The mice with Pomc-CreERT2;
TR:TREATMENT_SUMMARY             	tdTomato were then crossed with mice harboring conditional alleles Ucp2 floxed
TR:TREATMENT_SUMMARY             	(Ucp2fl/fl; B6;129S-Ucp2tm2.1Lowl/J, Stock# 022394; The Jackson Laboratory) to
TR:TREATMENT_SUMMARY             	generated mice with inducible deletion of Ucp2 specifically in POMC neurons
TR:TREATMENT_SUMMARY             	(Ucp2PomcKO mice). All animal experiments were conducted with the mice
TR:TREATMENT_SUMMARY             	expressing POMC-CreERT2. As control groups, Ucp2fl/fl; Pomc-CreERT2 mice were
TR:TREATMENT_SUMMARY             	injected with tamoxifen, and Ucp2fl/fl; Pomc-CreERT2; tdTomato were mice
TR:TREATMENT_SUMMARY             	injected with corn oil (vehicle), and Ucp2fl/fl; Pomc-CreERT2; tdTomato mice
TR:TREATMENT_SUMMARY             	were injected intraperitoneally (IP) with tamoxifen (0.1 mg/g BW for 5
TR:TREATMENT_SUMMARY             	consecutive days) starting at 5 weeks of age to induce mature-onset deletion of
TR:TREATMENT_SUMMARY             	Ucp2 in POMC neurons of Ucp2PomcKO mice. However, because there were no
TR:TREATMENT_SUMMARY             	differences between these two control groups, most of the experiments were
TR:TREATMENT_SUMMARY             	performed using Ucp2+/+; Pomc-CreERT2; tdTomato mice injected with tamoxifen (to
TR:TREATMENT_SUMMARY             	label POMC neurons with tdTomato expression) as a control group, unless
TR:TREATMENT_SUMMARY             	otherwise stated. Body composition was measured in vivo by MRI (EchoMRI; Echo
TR:TREATMENT_SUMMARY             	Medical Systems, Houston, TX) monthly at 10:00 AM. We performed transcriptomic
TR:TREATMENT_SUMMARY             	profiling by using a ribosomal tagging strategy to analyze POMC neuron-specific
TR:TREATMENT_SUMMARY             	mRNA expression in vivo. We crossed Pomc-CreERT2 mice30 with Rpl22 floxed
TR:TREATMENT_SUMMARY             	(RiboTag, Stock# 029977, The Jackson Laboratories) mice to generate
TR:TREATMENT_SUMMARY             	Pomc-CreERT2; RiboTag mice, expressing a hemagglutinin A (HA)-tagged ribosomal
TR:TREATMENT_SUMMARY             	protein in the POMC neurons upon tamoxifen injection.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Cells cultured in 6-well plates were quickly washed once with ice cold 5 mM
SP:SAMPLEPREP_SUMMARY            	HEPES, then immediately quenched in 150ul/well ice cold quench buffer (20%
SP:SAMPLEPREP_SUMMARY            	methanol, 3 mM sodium fluoride, 0.1% formic acid, 1mM phenylalanine and 100uM
SP:SAMPLEPREP_SUMMARY            	EDTA). Each well was harvested using a cell lifter and immediately transferred
SP:SAMPLEPREP_SUMMARY            	to a pre-chilled 96-well plate on dry ice. Once completely frozen, cell lysates
SP:SAMPLEPREP_SUMMARY            	were lyophilized and stored in the -80oC freezer until the sample run.
SP:SAMPLEPREP_SUMMARY            	Lyophilized samples were prepared by resuspending in 50 µL water with
SP:SAMPLEPREP_SUMMARY            	D4-taurine (50 µM) as an internal standard and 5 µL of the supernatant was
SP:SAMPLEPREP_SUMMARY            	injected for each analysis mode using high performance liquid chromatography
SP:SAMPLEPREP_SUMMARY            	(HPLC) into the 6600 Triple TOF LC-MS/MS mass spectrometer (Sciex).
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	Hypercarb column with negative MS mode
CH:INSTRUMENT_NAME               	SCIEX ExionLC
CH:COLUMN_NAME                   	Thermo Scientific Hypercarb (100 x 4.6 mm,3um)
CH:COLUMN_TEMPERATURE            	50
CH:FLOW_RATE                     	1ml/min
CH:SOLVENT_A                     	100% water; 15 mM ammonium formate; 0.03% acetyl acetone; 0.1% formic acid
CH:SOLVENT_B                     	60% acetonitrile/35% isopropanol; 0.1% formic acid; 15 mM ammonium formate
CH:ANALYTICAL_TIME               	18min
CH:WASHING_BUFFER                	50%Methanol, 50% water
CH:CHROMATOGRAPHY_TYPE           	Other
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
AN:ANALYSIS_PROTOCOL_FILE        	MS_Analysis_Protocol.pdf
#MS
MS:INSTRUMENT_NAME               	ABI Sciex 6600 TripleTOF
MS:INSTRUMENT_TYPE               	Triple TOF
MS:MS_TYPE                       	ESI
MS:MS_COMMENTS                   	Data were collected using an information-dependent analysis (IDA) workflow
MS:MS_COMMENTS                   	consisting of a TOF MS scan (200 msec) and a high-resolution IDA experiment (70
MS:MS_COMMENTS                   	msec each) monitoring 10 candidate ions per cycle. Former target ions were
MS:MS_COMMENTS                   	excluded after 2 occurrences for 5 seconds and dynamic background subtraction
MS:MS_COMMENTS                   	was employed. The mass range for both TOF MS and IDA MS/MS scans was 70-1000.
MS:MS_COMMENTS                   	Ion spray voltage = -4500V, ion source gas 1 (GS1) = 50 psi, ion source gas 2
MS:MS_COMMENTS                   	(GS2) = 50 psi, curtain gas (CUR) = 30 psi, temperature (TEM) = 500
MS:MS_COMMENTS                   	oC.declustering potential (DP) = 35 V, collision energy (CE) = 30 V, collision
MS:MS_COMMENTS                   	energy spread (CES) = 20 V. El-MAVEN software (Elucidata.io) was used for peak
MS:MS_COMMENTS                   	picking and curation from house built targeted and untargeted libraries.
MS:MS_COMMENTS                   	Targeted libraries were developed using a commercial standard kit of ~600
MS:MS_COMMENTS                   	metabolites (IROA Technologies) in each mode, yielding reference data (molecular
MS:MS_COMMENTS                   	ions and retention times) with wide coverage of the endogenous metabolome.
MS:MS_COMMENTS                   	Untargeted libraries contained ~2,700 metabolites drawn from the KEGG database
MS:MS_COMMENTS                   	where the top 5 candidates with the highest intensity throughout a sample run
MS:MS_COMMENTS                   	for each metabolite were automatically curated.
MS:ION_MODE                      	NEGATIVE
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS         	peak area
MS_METABOLITE_DATA_START
Samples	Ucp2PomcKO_1_HC_Neg	Ucp2PomcKO_2_HC_Neg	Ctrl_1_HC_Neg	Ctrl_2_HC_Neg
Factors	Genotype:UCP2 POMC-knockout	Genotype:UCP2 POMC-knockout	Genotype:wild type	Genotype:wild type	
10-HYDROXYDECANOATE	2189.0000	2781.0000	2410.0000	2795.0000
(2-AMINOETHYL)PHOSPHONATE	5671.0000	8785.0000	4349.0000	3760.0000
2-HYDROXYBUTYRATE	519.0000	680.0000	893.6000	648.2300
3-(2-HYDROXYPHENYL)PROPANOATE	435197.5000	655237.4400	674339.3100	401900.8100
3_4 DIHYDROXYMANDELATE	58084.0000	70620.4500	76693.0000	60630.4200
3_4-DIHYDROXYPHENYLGLYCOL	6559934.5000	8762054.0000	8526764.0000	6471353.0000
3-HYDROXYMETHYLGLUTARATE	86030.2100	151044.6400	165546.9100	100581.2700
3-METHOXY-4-HYDROXYMANDELATE	394651.8800	602151.2500	272594.0000	472837.9400
3-SULFINOALANINE	3606.0000	6168.0000	2760.0000	1590.0000
4-HYDROXYBENZALDEHYDE	11990.7400	9907.3900	10568.4400	9988.0500
5-AMINOLEVULINATE	363.0000	563.0000	520.0000	554.0000
5-AMINOPENTANOATE	22908.0000	24784.0000	13146.0000	16534.0000
6-CARBOXYHEXANOATE	32817.7200	35705.7100	28509.2500	37316.8100
6-PHOSPHOGLUCONATE (1)	2545.0000	3539.0000	1499.0000	1494.0000
AMINOISOBUTANOATE	360.0000	248.0000	199.0000	193.0000
ANSERINE	47139.0000	42911.0000	39051.0000	38918.0000
ARGININE	65925.0000	69933.0000	45754.0000	43034.0000
ASPARAGINE	4382.0000	3915.0000	1042.0000	1311.0000
AZELATE	8218.8200	9666.9800	10015.3400	9213.3200
BETAINE	22908.0000	24784.0000	13146.0000	16534.0000
CARNOSINE	10408.4600	8354.1300	1212.2000	2021.3400
CDP-ETHANOLAMINE	20060.0000	19825.0000	15278.0000	13965.0000
CIS-4-HYDROXY-D-PROLINE	363.0000	563.0000	520.0000	554.0000
CITICOLINE	3919.4600	2976.7400	4785.3200	5206.6000
CITRAMALATE	152808.8300	205128.0300	150681.8000	162480.0600
CITRATE	1031823.0000	1061641.0000	691807.0000	836070.0000
CORTISONE	8862.2800	8408.8900	2971.9400	2730.9500
CREATINE	1482.0300	1356.0000	854.0000	872.2000
CYSTEATE	162374.0000	260231.0000	154414.0000	72892.0000
CYSTEINE	1638.0000	2430.0000	1290.0000	1354.0000
CYSTEINE (1)	1582.0000	1431.0000	505.0000	797.0000
CYSTINE	15899.0000	28717.0000	14732.0000	14325.0000
D4-TAURINE	250963.0000	329146.1200	305970.7200	283350.0300
DEOXYADENOSINE	40105.6700	49182.4000	44846.8700	44352.9600
DEOXYGUANOSINE	7010.7600	9924.6000	8075.8800	6687.8300
DEOXYGUANOSINE-MONOPHOSPHATE	926608.3800	903649.3100	505776.4400	491006.4400
DETHIOBIOTIN	2722.0000	1515.0000	2869.0000	2130.0000
DIAMINOPIMELATE	16063.0000	9674.0000	5199.0000	3622.0000
DIHYDROXYACETONE PHOSPHATE	6567.0000	21130.0000	5938.0000	2574.0000
D-PINITOL	75594.0000	82929.0000	51274.0000	71875.0000
D-RIBOSE 5-PHOSPHATE	5809.0000	8363.0000	3741.0000	2862.0000
D-SEDOHEPTULOSE	3799.0000	7159.0000	4739.0000	7218.0000
FERULATE	926892.0600	1189551.0000	1380037.0000	871674.1900
FRUCTOSE 6-PHOSPHATE	5928.0000	8323.0000	4208.0000	2973.0000
FRUCTOSE BISPHOSPHATE	45195.0000	55829.0000	26608.0000	24411.0000
FUMARATE	11208.8400	12021.7900	7248.5900	6233.6500
G6P and G1P	29342.0000	34649.0000	15700.0000	16260.0000
GALACTOSE 1-PHOSPHATE	2626.0000	3556.0000	1924.0000	1464.0000
GAMMA-AMINOBUTYRATE	360.0000	248.0000	187.0000	193.0000
GLUCONATE	12749.0000	25240.0000	2052.4300	16339.8200
GLUCOSAMINATE	9608.0400	9149.7800	6701.5000	7654.6800
GLUCOSAMINE 6-PHOSPHATE	223.0000	269.0000	235.0000	182.0000
GLUCOSAMINE 6-SULFATE	617.0000	990.0000	878.0000	478.0000
GLUTAMATE	423134.0000	451532.0000	208361.0000	242007.0000
GLUTAMINE	1268999.0000	906794.0000	1189631.0000	897445.0000
GLUTARATE	29347.2000	68312.5100	37242.8000	42061.6800
GLYCERALDEHYDE 3-PHOSPHATE	9289.0000	16600.0000	3287.0000	2859.0000
GLYCERATE	1350.0000	1457.0000	900.0000	533.0000
GLYCEROL 3-PHOSPHATE	18630.0000	42270.0000	15785.0000	6406.0000
GUANIDINOSUCCINATE	9926.0000	13430.0000	14514.0000	9177.0000
GUANOSINE MONOPHOSPHATE	251969.1600	246653.3300	143794.3800	144248.9700
HEXOES (GLUCOSE)	104018.0000	113846.0000	70181.0000	69720.0000
HISTIDINE	39008.8500	41250.3100	67204.9400	21913.7700
HOMOCYSTEINE	172.0000	291.0000	230.0000	354.0000
HYDROXYPHENYLLACTIC ACID (1)	1287444.1200	1608133.7500	1623987.3800	1319786.7500
INOSINE	67978.0000	71558.1400	49199.7500	54180.0000
INOSINE-MONOPHOSPHATE	100972.7100	106598.9800	57690.5100	65708.0400
ISOCITRATE	60902.0000	67583.0000	36101.0000	38800.0000
ISOLEUCINE	98386.0000	112620.0000	53781.0000	74026.0000
ITACONATE	39655.7100	44681.0000	71919.7300	34488.1000
ITACONATE (1)	140983.9100	178951.8300	215839.0000	147972.9500
LACTATE	162000.6600	159895.0800	126617.4100	131455.5900
L-ALANINE	5096.0000	4492.0000	2489.0000	2747.0000
L-CARNITINE	218.0000	244.0000	90.0000	98.0000
LEUCINE	137604.0000	145658.0000	71069.0000	80096.0000
LYSINE	77981.0000	78115.0000	40420.0000	45412.0000
MALATE	124378.3700	132723.8100	112327.0000	70034.8200
MALEATE	69846.6600	84729.5100	101728.4100	69063.6900
MALTOSE	9221.0000	11209.0000	9579.0000	8395.0000
MANDELATE	344253.7200	426499.1900	428214.0900	346761.9100
MANNITOL	15088.0000	25479.0000	18165.0000	18540.0000
MANNOSE 6-PHOSPHATE	2211.0000	3602.0000	1340.0000	1541.0000
METHIONINE	14510.0000	13970.0000	6254.0000	6982.0000
METHIONINE SULFOXIMINE	1574.0000	1338.0000	728.0000	666.0000
METHYL 4-AMINOBUTYRATE	22908.0000	24784.0000	13146.0000	16534.0000
METHYLGLUTARATE	11799.9600	9690.4300	11050.7000	13696.7800
MEVALONATE	2765.0000	3305.0000	2441.0000	2716.0000
MONOMETHYLGLUTARATE	59712.3400	70209.9500	69457.1700	68591.1600
N-ACETYLALANINE	1691.0000	2235.0000	908.0000	870.0000
N-ACETYLASPARAGINE	21036.0000	22501.0000	22389.0000	19415.0000
N-ACETYLASPARTATE	386503.0000	541326.0000	302366.0000	290443.0000
N-ACETYLGALACTOSAMINE	5030.0000	3958.0000	3837.0000	2362.0000
N-ACETYLGLUTAMATE	33410.0000	31648.0000	18422.0000	20848.0000
N-ACETYLGLYCINE	1439.0000	1490.0000	866.0000	1074.0000
N-ACETYLLEUCINE	4969.5300	3691.1600	2614.8600	2282.3400
N-ACETYLMETHIONINE	60812.2800	49312.6000	6647.3300	11510.0700
N-ACETYLNEURAMINATE	80861.0000	73091.8400	47130.0000	53317.0700
N-ACETYLPHENYLALANINE	6923.4400	5726.5600	4670.3200	5068.8400
N-ACETYLSERINE	8081.0000	9025.0000	5363.0000	4738.0000
N-ACETYLTRYPTOPHAN	293.0000	415.0000	367.0000	264.0000
N-ALPHA-ACETYLLYSINE	9944.0000	8564.0000	3232.0000	2872.0000
NICOTINAMIDE MONONUCLEOTIDE	4846.0600	5326.5300	3724.1800	3459.2000
N-METYL-ALANINE	360.0000	248.0000	199.0000	193.0000
N_N-DIMETHYLARGININE	15798.0000	13021.0000	4176.0000	5696.0000
NORVALINE	22908.0000	24784.0000	13146.0000	16534.0000
O-PHOSPHOETHANOLAMINE	63180.0000	66907.0000	31763.0000	39006.0000
O-PHOSPHOSERINE	2739.0000	2382.0000	1765.0000	1633.0000
OPHTHALMATE	7499.0000	8087.0000	1448.0000	2830.0000
OXOGLUTARATE	15288.3700	27382.1100	20045.9400	22621.5600
PANTOTHENATE	102817.0000	117135.0000	110459.0000	85007.0000
PENTOSE	479.0000	989.0000	254.0000	419.0000
PHENYLALANINE	18919632.0000	23960060.0000	21498572.0000	23440114.0000
PHOSPHONOACETATE	1364.0000	1369.0000	847.0000	911.0000
PIPECOLATE	512.0000	531.0000	658.0000	613.0000
PROLINE	2764.0000	3153.0000	1190.0000	1614.0000
PYRIDOXAL	106887.0000	186169.0000	155308.0000	133424.0000
PYRIDOXINE	77011.7000	99595.1600	80057.8000	74533.9100
PYRUVIC ALDEHYDE	45591.0000	60448.0500	63368.6400	45017.0000
SEBACATE	5478.5100	5582.1300	8073.1100	5723.5300
SERINE	156391.0000	157202.0000	84544.0000	101936.0000
SHIKIMATE	564210.0000	649952.0000	532039.0000	735461.0000
STACHYOSE	4745.0000	5191.0000	3426.0000	3108.0000
SUBERATE	9084.7700	9788.5300	10582.7400	10832.5000
SUCCINATE	10072.0400	22341.4800	18242.8300	9059.3300
SUGAR ALCOHOL (RIBITOL_ XYLITOL_ ARABITOL)	220.6500	2333.7900		
TAURINE	67703.0000	103505.0000	41949.0000	42068.0000
THREONINE and HOMOSERINE	25891.0000	39541.0000	17385.0000	17780.0000
TRANS-4-HYDROXY-L-PROLINE	363.0000	563.0000	520.0000	554.0000
TRANS-ACONITATE	13336.0100	12820.2400	14567.6700	6579.1200
TRYPTOPHAN	42626.6800	44010.3200	23876.2700	24266.5300
TYROSINE	148659.0000	163421.0000	84072.0000	104456.0000
URIDINE MONOPHOSPHATE	262123.0000	265535.0000	145026.0000	143195.0000
VALINE	22908.0000	24784.0000	13146.0000	16534.0000
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	pubchem_id	inchi_key	kegg_id	other_id	other_id_type	ri	ri_type	moverz_quant	
10-HYDROXYDECANOATE			C02774			10.251		187.132828	
(2-AMINOETHYL)PHOSPHONATE			C03557			1.4		124.016029	
2-HYDROXYBUTYRATE			C05984			2.436		103.039528	
3-(2-HYDROXYPHENYL)PROPANOATE			C01198			10.575		165.055267	
3,4 DIHYDROXYMANDELATE			C05580			6.993		183.029465	
3,4-DIHYDROXYPHENYLGLYCOL			C05576			6.188		169.051468	
3-HYDROXYMETHYLGLUTARATE			C03761			4.333		161.04509	
3-METHOXY-4-HYDROXYMANDELATE			C05584			7.169		197.045319	
3-SULFINOALANINE			C00606			2.049		152.001724	
4-HYDROXYBENZALDEHYDE			C00633			10.453		121.028854	
5-AMINOLEVULINATE			C00430			1.398		130.05043	
5-AMINOPENTANOATE			C00431			1.635		116.071213	
6-CARBOXYHEXANOATE			C02656			6.032		159.065643	
6-PHOSPHOGLUCONATE (1)			C00345			3.659		275.01651	
AMINOISOBUTANOATE			C05145			1.494		102.055565	
ANSERINE			C01262			3.25		239.112305	
ARGININE			C00062			2.861		173.103912	
ASPARAGINE			C00152			1.506		131.045334	
AZELATE			C08261			9.674		187.096954	
BETAINE			C00719			1.635		116.071213	
CARNOSINE			C00386			3.684		225.098602	
CDP-ETHANOLAMINE			C00570			5.198		445.0513	
CIS-4-HYDROXY-D-PROLINE			C03440			1.398		130.05043	
CITICOLINE			C00307			5.332		487.102753	
CITRAMALATE			C00815			3.823		147.029648	
CITRATE			C00158			4.6		191.019287	
CORTISONE			C00762			13.648		359.190582	
CREATINE			C00300			3.604		130.061218	
CYSTEATE			C00506			1.924		167.997147	
CYSTEINE			C00097			2.039		120.011887	
CYSTEINE (1)			C00097			1.556		120.011917	
CYSTINE			C01420			2.039		239.016251	
D4-TAURINE			D4-TAURINE			1.392		128.033127	
DEOXYADENOSINE			C00559			8.728		250.097275	
DEOXYGUANOSINE			C00330			9.096		266.088257	
DEOXYGUANOSINE-MONOPHOSPHATE			C00362			12.395		346.055237	
DETHIOBIOTIN			C01909			7.342		213.123856	
DIAMINOPIMELATE			C00666			1.647		189.087509	
DIHYDROXYACETONE PHOSPHATE			C00111			2.093		168.990265	
D-PINITOL			C03844			1.85		193.06955	
D-RIBOSE 5-PHOSPHATE			C00117			2.4		229.011124	
D-SEDOHEPTULOSE			C02076			1.817		209.064423	
FERULATE			C01494			7.599		193.050705	
FRUCTOSE 6-PHOSPHATE			C00085			2.627		259.021881	
FRUCTOSE BISPHOSPHATE			FRUCTOSE BISPHOSPHATE			3.717		338.987793	
FUMARATE			C00122			5.332		115.003044	
G6P and G1P			G6P and G1P			2.75		259.02182	
GALACTOSE 1-PHOSPHATE			C00446			2.483		259.021729	
GAMMA-AMINOBUTYRATE			C00334			1.494		102.055542	
GLUCONATE			C00257			2.799		195.050644	
GLUCOSAMINATE			C03752			1.851		194.067657	
GLUCOSAMINE 6-PHOSPHATE			C00352			1.54		258.038757	
GLUCOSAMINE 6-SULFATE			C04132			2.097		258.031586	
GLUTAMATE			C00025			1.853		146.045792	
GLUTAMINE			C00064			1.699		145.06221	
GLUTARATE			C00489			4.451		131.034195	
GLYCERALDEHYDE 3-PHOSPHATE			C00661			1.85		168.991196	
GLYCERATE			C00258			1.819		105.018715	
GLYCEROL 3-PHOSPHATE			C00093			1.925		171.005997	
GUANIDINOSUCCINATE			C03139			3.951		174.049805	
GUANOSINE MONOPHOSPHATE			C00144			10.099		362.049744	
HEXOES (GLUCOSE)			HEXOES (GLUCOSE)			1.903		179.055908	
HISTIDINE			C00135			2.976		154.061203	
HOMOCYSTEINE			C00155			1.697		134.028946	
HYDROXYPHENYLLACTIC ACID (1)			C03672			15.239		181.050583	
INOSINE			C00294			7.961		267.076965	
INOSINE-MONOPHOSPHATE			C00130			8.388		347.038849	
ISOCITRATE			C00311			4.443		191.018936	
ISOLEUCINE			C00407			2.083		130.087021	
ITACONATE			C00490			4.909		129.018585	
ITACONATE (1)			C00490			7.977		129.018677	
LACTATE			C00256			1.959		89.024231	
L-ALANINE			C00041			1.376		88.03997	
L-CARNITINE			C00318			1.566		160.097687	
LEUCINE			C00123			1.947		130.087204	
LYSINE			C00047			1.284		145.09787	
MALATE			C00497			3.352		133.013565	
MALEATE			C01384			6.676		115.003059	
MALTOSE			C00208			3.921		341.10791	
MANDELATE			C01984			6.254		151.039429	
MANNITOL			C00392			1.807		181.071213	
MANNOSE 6-PHOSPHATE			C00275			2.917		259.02179	
METHIONINE			C00073			2.326		148.043304	
METHIONINE SULFOXIMINE			C03510			1.529		179.050644	
METHYL 4-AMINOBUTYRATE			C00334			1.635		116.07122	
METHYLGLUTARATE			METHYLGLUTARATE			5.023		145.049927	
MEVALONATE			C00418			3.669		147.065628	
MONOMETHYLGLUTARATE			MONOMETHYLGLUTARATE			3.785		145.050079	
N-ACETYLALANINE			N-ACETYLALANINE			3.913		130.050537	
N-ACETYLASPARAGINE			N-ACETYLASPARAGINE			3.952		173.055145	
N-ACETYLASPARTATE			C01042			4.281		174.040604	
N-ACETYLGALACTOSAMINE			C01074			3.018		220.082382	
N-ACETYLGLUTAMATE			C00624			4.684		188.056137	
N-ACETYLGLYCINE			N-ACETYLGLYCINE			3.646		116.034744	
N-ACETYLLEUCINE			C02710			5.7		172.096954	
N-ACETYLMETHIONINE			C02712			5.849		190.053543	
N-ACETYLNEURAMINATE			C19910			3.301		308.097931	
N-ACETYLPHENYLALANINE			C03519			8.988		206.081833	
N-ACETYLSERINE			N-ACETYLSERINE			3.648		146.045303	
N-ACETYLTRYPTOPHAN			N-ACETYLTRYPTOPHAN			1.71		245.090744	
N-ALPHA-ACETYLLYSINE			C12989			3.148		187.108261	
NICOTINAMIDE MONONUCLEOTIDE			C00455			4.746		333.048401	
N-METYL-ALANINE			C02721			1.494		102.055542	
N,N-DIMETHYLARGININE			C03626			3.727		201.134125	
NORVALINE			C01799			1.635		116.07122	
O-PHOSPHOETHANOLAMINE			C00346			1.36		140.011154	
O-PHOSPHOSERINE			C01005			1.684		184.000931	
OPHTHALMATE			OPHTHALMATE			4.127		288.1203	
OXOGLUTARATE			C00026			4.634		145.013596	
PANTOTHENATE			C00864			5.017		218.102768	
PENTOSE			PENTOSE			1.733		149.0457	
PHENYLALANINE			C02057			5.322		164.072189	
PHOSPHONOACETATE			C05682			3.027		138.97963	
PIPECOLATE			C00408			1.708		128.070679	
PROLINE			C00148			1.55		114.055481	
PYRIDOXAL			C00250			5.389		166.050323	
PYRIDOXINE			C00314			5.291		168.065903	
PYRUVIC ALDEHYDE			C00546			6.679		71.013298	
SEBACATE			C08277			11.105		201.112778	
SERINE			C00065			1.371		104.035294	
SHIKIMATE			C00493			4.96		173.04509	
STACHYOSE			C01613			4.616		665.21405	
SUBERATE			C08278			7.102		173.081375	
SUCCINATE			C00042			4.016		117.018669	
SUGAR ALCOHOL (RIBITOL, XYLITOL, ARABITOL)			SUGAR ALCOHOL (RIBITOL, XYLITOL, ARABITOL)			1.865		151.061554	
TAURINE			C00245			1.404		124.007118	
THREONINE and HOMOSERINE			THREONINE and HOMOSERINE			1.424		118.050537	
TRANS-4-HYDROXY-L-PROLINE			C01157			1.398		130.05043	
TRANS-ACONITATE			C02341			7.55		173.00856	
TRYPTOPHAN			C00525			10.034		203.081696	
TYROSINE			C00082			5.6		180.066086	
URIDINE MONOPHOSPHATE			C00105			6.715		323.028595	
VALINE			C00183			1.635		116.071205	
METABOLITES_END
#END