#METABOLOMICS WORKBENCH amaynard_20231001_193832 DATATRACK_ID:4358 STUDY_ID:ST002898 ANALYSIS_ID:AN004757 PROJECT_ID:PR001773
VERSION             	1
CREATED_ON             	October 1, 2023, 7:42 pm
#PROJECT
PR:PROJECT_TITLE                 	Folate depletion induces erythroid differentiation through perturbation of de
PR:PROJECT_TITLE                 	novo purine synthesis
PR:PROJECT_SUMMARY               	Folate, an essential vitamin, is a one-carbon acceptor and donor in key
PR:PROJECT_SUMMARY               	metabolic reactions. Erythroid cells harbor a unique sensitivity to folate
PR:PROJECT_SUMMARY               	deprivation, as revealed by the primary pathological manifestation of
PR:PROJECT_SUMMARY               	nutritional folate deprivation: megaloblastic anemia. To study this metabolic
PR:PROJECT_SUMMARY               	sensitivity, we applied mild folate depletion to human and mouse erythroid cell
PR:PROJECT_SUMMARY               	lines, and primary murine erythroid progenitors. We show that folate depletion
PR:PROJECT_SUMMARY               	induces early blockade of purine synthesis and accumulation of the purine
PR:PROJECT_SUMMARY               	synthesis intermediate and signaling molecule, AICAR, followed by enhanced heme
PR:PROJECT_SUMMARY               	metabolism, hemoglobin synthesis, and erythroid differentiation. This is
PR:PROJECT_SUMMARY               	phenocopied by inhibition of folate metabolism using the SHMT1/2 inhibitor -
PR:PROJECT_SUMMARY               	SHIN1, and by AICAR supplementation. Mechanistically, the metabolically-driven
PR:PROJECT_SUMMARY               	differentiation is independent of nucleotide sensing through mTORC1 and AMPK,
PR:PROJECT_SUMMARY               	and is instead mediated by protein kinase C (PKC). Our findings suggest that
PR:PROJECT_SUMMARY               	folate deprivation-induced premature differentiation of erythroid progenitor
PR:PROJECT_SUMMARY               	cells is a molecular etiology to folate-deficiency induced anemia.
PR:INSTITUTE                     	Boston Children's Hospital, Harvard Medical School
PR:DEPARTMENT                    	pathology
PR:LABORATORY                    	Kanarek Lab
PR:LAST_NAME                     	Kanarek
PR:FIRST_NAME                    	Naama
PR:ADDRESS                       	Enders 1116.2, 300 Longwood Ave, Boston, MA 02115
PR:EMAIL                         	naama.kanarek@childrens.harvard.edu
PR:PHONE                         	(617) 355-7433
#STUDY
ST:STUDY_TITLE                   	Polar metabolite levels in MEL cells following folate depletion, SHIN1 or AICAR
ST:STUDY_TITLE                   	treatment
ST:STUDY_SUMMARY                 	Culture of MEL cells in RPMI media containing 2000 nM folic acid for 48hr in the
ST:STUDY_SUMMARY                 	presence or absence of SHIN1 (1.25 uM) or AICAR (500 nM). In addition, K562
ST:STUDY_SUMMARY                 	cells were cultured in 100 nM folic acid. These samples were followed up by
ST:STUDY_SUMMARY                 	metabolomics targeting polar metabolites.
ST:INSTITUTE                     	Boston Children's Hospital, Harvard Medical School
ST:DEPARTMENT                    	pathology
ST:LABORATORY                    	Kanarek Lab
ST:LAST_NAME                     	Kanarek
ST:FIRST_NAME                    	Naama
ST:ADDRESS                       	Enders 1116.2, 300 Longwood Ave, Boston, MA 02115
ST:EMAIL                         	naama.kanarek@childrens.harvard.edu
ST:PHONE                         	6173557433
ST:NUM_GROUPS                    	4
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Mus musculus
SU:TAXONOMY_ID                   	10090
SU:CELL_STRAIN_DETAILS           	MEL
#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           	MEL	MEL_2000_nM_FA_Vehicle_1	Treatment:2000_nM_FA_Vehicle	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM769.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_Vehicle_2	Treatment:2000_nM_FA_Vehicle	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM770.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_Vehicle_3	Treatment:2000_nM_FA_Vehicle	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM771.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100_nM_FA_Vehicle_1	Treatment:100_nM_FA_Vehicle	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM772.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100_nM_FA_Vehicle_2	Treatment:100_nM_FA_Vehicle	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM773.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100_nM_FA_Vehicle_3	Treatment:100_nM_FA_Vehicle	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM774.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_AICAR_1	Treatment:2000_nM_FA_AICAR	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM775.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_AICAR_2	Treatment:2000_nM_FA_AICAR	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM776.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_AICAR_3	Treatment:2000_nM_FA_AICAR	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM777.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_SHIN1_1	Treatment:2000_nM_FA_SHIN1	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM778.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_SHIN1_2	Treatment:2000_nM_FA_SHIN1	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM779.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_2000_nM_FA_SHIN1_3	Treatment:2000_nM_FA_SHIN1	RAW_FILE_NAME=Copy of 20220615_AM_Inhibitor48hr_KM_AM780.raw
#COLLECTION
CO:COLLECTION_SUMMARY            	One million cells from culture were collected via centrifugation for 20 seconds
CO:COLLECTION_SUMMARY            	at 18,000xG, washed with 0.9% NaCl, and collected via centrifugation for 20
CO:COLLECTION_SUMMARY            	seconds at 18,000xG
CO:SAMPLE_TYPE                   	Cultured cells
#TREATMENT
TR:TREATMENT_SUMMARY             	MEL cells were cultured for 48hr in 2000 nM folic acid + vehicle, 100 nM folic
TR:TREATMENT_SUMMARY             	acid + vehicle, 2000 nM folic acid + AICAR (500 nM), and 2000 nM folic acid +
TR:TREATMENT_SUMMARY             	SHIN1 (1.25 uM).
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Pellet was resuspended in extraction buffer (80% Methanol, 25 mM Ammonium
SP:SAMPLEPREP_SUMMARY            	Acetate and 2.5 mM Na-Ascorbate prepared in LC-MS water, supplemented with
SP:SAMPLEPREP_SUMMARY            	isotopically-labelled amino acid standards [Cambridge Isotope Laboratories,
SP:SAMPLEPREP_SUMMARY            	MSK-A2-1.2], aminopterin, and reduced glutathione standard [Cambridge Isotope
SP:SAMPLEPREP_SUMMARY            	Laboratories, CNLM-6245-10]). Samples were vortexed for 10 sec, then centrifuged
SP:SAMPLEPREP_SUMMARY            	for 10 minutes at 18,000 g to pellet cell debris. The supernatant was divided
SP:SAMPLEPREP_SUMMARY            	into two tubes and dried on ice using a liquid nitrogen dryer. One tube of dried
SP:SAMPLEPREP_SUMMARY            	sample was used for polar metabolite detection. Dried samples were resuspended
SP:SAMPLEPREP_SUMMARY            	in 25 μL water
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	Sample was injected into a ZIC-pHILIC 150 x 2.1 mm (5 μm particle size) column
CH:CHROMATOGRAPHY_SUMMARY        	(EMD Millipore). operated on a Vanquish™ Flex UHPLC Systems (Thermo Fisher
CH:CHROMATOGRAPHY_SUMMARY        	Scientific, San Jose, CA, USA). Chromatographic separation was achieved using
CH:CHROMATOGRAPHY_SUMMARY        	the following conditions: buffer A was acetonitrile; buffer B was 20 mM ammonium
CH:CHROMATOGRAPHY_SUMMARY        	carbonate, 0.1% ammonium hydroxide in water; resulting pH is around 9 without pH
CH:CHROMATOGRAPHY_SUMMARY        	adjustment. Gradient conditions we used were: linear gradient from 20% to 80% B;
CH:CHROMATOGRAPHY_SUMMARY        	20–20.5 min: from 80% to 20% B; 20.5–28 min: hold at 20% B at 150 mL/min
CH:CHROMATOGRAPHY_SUMMARY        	flow rate. The column oven and autosampler tray were held at 25 °C and 4 °C,
CH:CHROMATOGRAPHY_SUMMARY        	respectively.
CH:CHROMATOGRAPHY_TYPE           	HILIC
CH:INSTRUMENT_NAME               	Thermo Vanquish
CH:COLUMN_NAME                   	EMD Millipore ZIC-HILIC (100 x 2.1 mm,3.5 um)
CH:SOLVENT_A                     	100% acetonitrile
CH:SOLVENT_B                     	100% water; 20 mM ammonium carbonate; 0.1% ammonium hydroxide
CH:FLOW_GRADIENT                 	linear gradient from 20% to 80% B; 20–20.5 min: from 80% to 20% B; 20.5–28
CH:FLOW_GRADIENT                 	min: hold at 20% B at 150 mL/min flow rate
CH:FLOW_RATE                     	150 mL/min
CH:COLUMN_TEMPERATURE            	25
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Q Exactive Orbitrap
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	UNSPECIFIED
MS:MS_COMMENTS                   	Polar metabolites were relatively quantified while referencing an in-house
MS:MS_COMMENTS                   	library of chemical standards and using TraceFinder 4.1 (Thermo Fisher
MS:MS_COMMENTS                   	Scientific, Waltham, MA, USA), with a 5 ppm mass tolerance.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	peak area
MS_METABOLITE_DATA_START
Samples	MEL_2000_nM_FA_Vehicle_1	MEL_2000_nM_FA_Vehicle_2	MEL_2000_nM_FA_Vehicle_3	MEL_100_nM_FA_Vehicle_1	MEL_100_nM_FA_Vehicle_2	MEL_100_nM_FA_Vehicle_3	MEL_2000_nM_FA_AICAR_1	MEL_2000_nM_FA_AICAR_2	MEL_2000_nM_FA_AICAR_3	MEL_2000_nM_FA_SHIN1_1	MEL_2000_nM_FA_SHIN1_2	MEL_2000_nM_FA_SHIN1_3
Factors	Treatment:2000_nM_FA_Vehicle	Treatment:2000_nM_FA_Vehicle	Treatment:2000_nM_FA_Vehicle	Treatment:100_nM_FA_Vehicle	Treatment:100_nM_FA_Vehicle	Treatment:100_nM_FA_Vehicle	Treatment:2000_nM_FA_AICAR	Treatment:2000_nM_FA_AICAR	Treatment:2000_nM_FA_AICAR	Treatment:2000_nM_FA_SHIN1	Treatment:2000_nM_FA_SHIN1	Treatment:2000_nM_FA_SHIN1
hydroxyglutarate	433784601	451689177	421742493	253745318	245379857	254784877	158925166	160946011	213069262	292849862	329273861	330521160
oxoadipate	19728930	17860090	18286346	13429085	12772795	16087048	7765377	7735908	8702849	12315454	13043649	17298538
2,3-BPG	7109549	8229339	6591420	12221804	11735150	9891335	3567241	3822692	3545120	6932837	6723614	5919626
3-methyl-2-oxopentanoic acid	4668770	3595317	5448795	5682402	4832158	5077668	3694871	4637825	6728867	3055011	4205961	5077581
3-phosphoglycerate	54639741	59434700	53627112	63826161	65060536	65065295	27134655	28595957	23743252	116219500	113918556	111581866
6-phosphogluconate	2868279	2907031	2433361	3190336	2997353	3239548	1033242	1137060	1033639	2300546	2176337	2372184
Acetyl-CoA	45521731	49534764	54204620	54487048	56506986	50321714	38604804	39320260	34444739	37860993	35533534	29924370
acetylcarnitine	76634430	63070622	66331908	57137549	49135724	52496022	51593099	56297432	35243039	43090720	48121457	43759900
ADP-ribose	4415862.6	4476604.6	4210401.3	4048103.1	3418767.5	3989404.9	1211875.7	1078415.3	1057961.9	2046479.6	2011865.8	2164063.1
ADP	24282105	26863003	24905014	19771898	20339414	18239040	13379468	14178505	11796112	10433473	10516854	12262393
AICAR	64778365	85396438	56907274	98979709	105045946	114152172	1214129615	1175724105	1734642530	126571307	126376707	122692945
alanine	921241215	862135379	1040266803	1002530036	910248861	953917994	691840416	644910791	768771179	1111887383	1100324521	1029815485
Alpha-Ketoglutarate	17500042	14836415	21639276	14572375	11514301	12276300	6788005	11983240	8559132	23508939	20607701	36651040
AMP	27648516	25964670	25769233	23104026	19862987	19007255	18925014	21360816	19000238	14873453	14012725	14413464
arginine	8104168577	8639063819	9677014563	7738535913	7605678402	7851956594	4082455505	3939039778	5015976314	5841919643	5759154842	5347790894
argininosuccinate	60978352	57809600	63846062	56849597	53315254	54301673	9576201	8622284	10750906	10690499	10547077	12289387
ascorbate	3838264755	3970573559	3748073516	2988506421	3120322222	3329846863	2202543592	2251280851	2502047245	3099914997	3116278676	3393322233
asparagine	1525108071	1449308232	1597695037	1382614138	1353641223	1415865548	753271471	676791288	837190117	1081331890	1091321583	1030196891
aspartate	300966009	307660856	328822191	407706480	358366002	385998578	956954865	950347426	1099707273	894857156	866326304	846950827
ATP	479229956	437411306	456426468	452033116	691001408	425977907	375409367	592199747	633822526	224866628	213408699	204345368
beta-alanine	153287255	143845811	149947334	149769084	148304879	148914628	90214755	87349828	105383460	185356410	186237554	168420014
betaine	607039864	60307315	68298605	42776601	66489594	42836768	71082169	31406666	44453718	90750670	289650056	61928795
Butyrylcarnitine	33867275	31839172	39546396	39372096	38991889	43564565	20160297	20390294	12052613	23981185	24229827	27132853
C5-Carnitines	1543103.8	1615103.2	1089890.8	1306908.3	574665.3	808330.1	1487760	1114685	NA	NA	765509.4	NA
carnitine	183475964	175956937	194316584	213267310	210703828	206180489	185844514	165383460	172464450	181634792	193832461	178669370
CDP-choline	1750669.7	1648998.7	1866733.7	2406542.6	2478810.1	2495428.8	6431894.1	5493470.8	8509753.3	6225540.6	5632639	5654658.8
CDP	6683494.5	6366227.2	5246340.7	6307962.4	7402656.2	7222726.6	1389579.5	1844074.1	1513200.1	3694173.9	3683508.9	3395185.8
choline	208837791	206877252	220161518	165272812	150792842	159519979	184950899	170812448	172987573	119467246		112674573
cis-aconitate	104138320	101848759	108032658	93802220	103000288	103122836	42987510	41583727	40125582	76582901	76204662	75310614
citrate	2688339544	2912310199	2980040816	2757894793	2711239144	2881578178	1318870756	1400193393	1463687047	2288409935	2287004399	2239928967
CMP	1509616.2	1579915.5	1331672.1	1781077.7	1398690.6	1785485.9	1753672	756401.3	1719765.8	853008.8	1552190.2	1404335.6
creatine	90473983	87228833	85398132	64534646	59288520	54612417	50431284	49522937	64089620	119539090	155595732	144261736
CTP	109050617	105011952	96234198	144597108	213780345	129276423	24728163	36534562	35312690	74681445	71734750	69007699
cystathionine	10362157	7624898	8492161	22089936	18018425	21050806	2498131	2512359	2582468	11705840	11065501	13015407
cysteic acid	2701540.1	2937367.1	3022988.1	3676810.1	3005064.3	4129983.9	947793.8	792696.8	800929	2668911.8	2503645.2	819701.8
cystine	8943602	10988471	9712920	11564622	11769644	8690834	27996047	31479709	31293378	22160534	34126490	26806141
dATP	3386695.7	3312247.2	3283405.1	3461688.2	4792423.5	3353234.2	4107085.2	5443951	5514368.6	1526451.1	1409940.8	1123822.9
dihydroxyacetone phosphate	32172151	23148079	17338946	10774170	14456745	10073192	7059811	8503051	14507347	13707675	17970464	26115728
dUMP				3496864	3013329	4181195						
F6P_G1P	31138573	31894766	34822039	36013120	36306268	35776251	21894729	21331386	22681200	19963040	18501857	18514170
formyl-methionine	1537918.5	1886002.5	2250966.2	4312205.5	4274883.2	5174584	968133.9	1127121.7		1480074.2	875402.9	144764.4
Fructose-1,6-bisphosphate	82757085	78221781	76438152	89844836	92653950	83253185	28637231	29505512	27667708	50953690	48036042	46212950
fumarate	98704500	94816452	98431351	110406130	95317443	108700615	52815399	53059442	43820145	43616582	39552558	42016948
gamma-aminobutyric acid	92788015	99505365	87528540	59685336	68458070	68277577	43226537	47229363	50576327	117900064	139022645	119737339
GAR	15062526	18298429	13884206	37759734	39128277	43241191				57884456	55354697	54168470
GDP	12619489	11211677	11762828	11615460	12126579	11607137	8371900	9942271	9092328	7990031	7414410	6962489
Glucose-6-phosphate	26158091	26304096	27221763	35412462	33794577	36110465	22212964	18915448	24384545	23935484	23042878	24068777
glucose	NA	10804424	NA	13690746	11751956	10802351	14648565	13253560	16279078	20807712	19921135	22099821
glutamate	3783001027	3971871229	4128812730	4520463159	4144374294	4523398654	2719407353	2627397999	2776062762	6215014276	5979286459	6171346659
glutamine	6630502611	6857409111	7401683257	4912785782	5093849766	5586073939	6480637584	5972814699	7659291740	7670713146	7940447580	7848812927
glycerate	12200255525	12637714797	12579606628	9043733211	8644916452	9416530370	5515282223	5737684748	6204472832	8766173356	9121347969	9640880812
Glycerol-3-Phosphate	1501402	1817619.7	NA	1424384.7	NA	1822381.2	NA	682380	898109.7	NA	1029825.4	NA
Glycerophosphocholine	11365223658	11485381943	12139328198	9630608895	8968850363	9112761137	9776641140	9402299866	10060661312	5745877916	4862475637	5003908531
glycine	94259116	89784730	92760836	65611688	71905310	60718627	128742504	121775649	147231158	63276459	64166633	59199855
GSSG	1075801952	1104990737	1199197071	988424578	916743876	925708746	921721108	991204722	1168246895	1363991862	1421118739	1416499879
GTP	71342001	70685968	66845434	82925745	132641298	71971545	50654243	77910085	83124709	41621524	40375226	37803182
histidine	569170448	568086332	572483069	538412323	476036990	561722910	353820203	360386813	398931025	966548608	1094229752	1036703092
hydroxyproline gammaALA	386542380	380910797	437129396	468447005	396745480	455559175	236560272	208158095	230271828	319284352	292334973	309051520
hypoxanthine	17509782	14791885.8	20750535.4	16197415.3	12270541.9	13766040.8	1548771571	1215023658	976948103.2	5888640.7	7917967.7	11939572.1
IMP	9438562	10993808	9413189	9147715	9682311	9299644	11264800	11160551	13125748	11151338	10826777	10069777
inosine	5074501.9	3604899	4254136	3420790.7	3020999.8	2405728.8	30166409.5	29140826.5	21495327.9	1274044.3	1473651.7	1269401.4
isoleucine	1431468253	1331651295	1499163415	1308249437	1199532898	1352244808	920888087	903105148	742079327	1534661280	1586802066	1500629433
Itaconic Acid	369016726	401393459	391199588	283270159	301121641	298922998	174341374	190278051	170466921	289816476	288286928	275598890
kynurenine	8463367	7694489	8141518	8910096	6042262	8028483	3051096	2156133	1195063	6589776	6954212	3690312
lactic acid	2685457163	2870013372	2873283169	1988235928	1531006291	1982992062	1224077632	1291289384	878958949	1972613619	2035620235	2037435773
leucine	962202768	863659236	951177493	933235504	762139979	903112810	807531631	749388170	607361256	1396834828	1439122400	1458359483
lysine	44839443	26031009	31650476	25173834	30731638	28812795	108394959	108030397	151378792	109779079	127143654	116570366
malate	1285860073	1334545670	1370166819	1403635351	1238402018	1415480018	712603534	723589217	630827742	624931512	642641702	614790432
Methionine sulfoxide	1378584668	1345036432	1423779994	1101510125	1059563627	1142580445	1289309251	1200101182	1338626731	2142813276	2126475068	2046233866
methionine	75561998	77827559	93186547	83087650	89719344	94786471	161420951	153284574	161192070	220485054	209677538	329665609
methylthioadenosine	34446358	36654214	37999587	35977684	26585075	34154193	19518927	19347755	10756232	30051381	36867208	48799392
N-acetylaspartate	NA	NA	NA	NA	NA	NA	NA	NA	424498.8	2237743.7	964615.6	426507.5
N-acetylglutamate	39725602	47543035	49526481	37112087	41286298	38987179	47506184	50399974	45308800	23846610	28762115	21762537
N-acetylphenylalanine	688383.6	715002.5	266847.1	620095.8	498735.1	607265	556184.1	616879.2	368159	349990	558638.3	607469.5
NAD	669642312	645444904	688853611	630781449	683195634	674661151	347580158	359920159	378397510	691752834	636030350	578063761
NADP	24793637	21524567	23005598	25382566	27953417	23694693	21071786	20936247	24047568	27530266	25619368	23586338
niacinamide	236015902	196380670	306312408	300739977	297522865	420252186	128381930	120884608	81245561	283005692	258050827	333040062
O-phosphoethanolamine	447627.8	508881.6	524911.1	467481.7	506608.5	433284.1	10151399.8	8504254.7	15451417.6	1227109.3	1275888.4	1411501.7
ornithine	30318961	28571623	34560757	17412023	18245020	18862963	13077550	11530320	22434959	32982911	32353277	38003347
orotate	5684589	5460482	5383121	3301694	3495214	3392092	448384523	492865396	367646793	3604302	3830401	4171857
palmitate	204163308	288499105	187125416	148138266	118935954	141853728	74940255	79072121	60975023	143050059	138349244	121927580
Pantothenate	425448779	440151568	421426046	570896656	441473421	525343144	547539772	559044872	361136739	1311078541	1294806203	1327763014
phenylalanine	25377027	17489876	16916922	12549954	10818041	12211765	70871460	69451959	47448494	97693729	105006635	102260522
phosphocholine	25718122748	27785970560	28555365616	26589647495	27835411726	28253372369	29966577934	29427281780	32099418459	25290693866	24319718321	23014229860
phosphocreatine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
phosphoenolpyruvate	18423741	21897591	19744495	23619050	23276002	22279065	13304063	13130563	14083934	57239756	56445212	55229044
proline	16987297557	17385441176	18393558384	17702274233	15479269882	16767704248	7309096018	6500485107	7182317888	12536923752	12061809556	11887163589
propionylcarnitine	36694736	32905538	34688128	20945075	17686801	15366200	17569184	15816075	13856744	15434955	18672931	18513880
PRPP	10685838	13796998	8007348	23356547	31192834	24871563	2041290	1364103	2537106	64877205	65728708	57230729
Pyridoxine	118586524	118830266	133192814	158135633	117104009	150281239	136312167	131714875	103595517	201977266	207374446	239160856
Ribose-1-phosphate	5747168	5992225	5029163	14858057	15051675	15532272	1199320	1113817	1026900	20482982	20053684	19244522
Ribose_Ribulose-5-phosphate-3Me-Lys	8328016	9138990	6289711	12204786	13284564	13519052	2954684	3825168	5918052	24809060	25097755	26638622
S-Adenosyl-L-Homocysteine	14065466	15463127	15038685	14523546	15273189	14794763	32452559	33891848	37583584	14322625	13917134	14976000
S-Adenosyl-L-methionine	1107914047	1135172737	1140243135	1192403647	1118339097	1138811868	532858226	534210691	590657692	952509205	1005825440	984277889
Sedoheptulose-7-phosphate	39991825	42161196	42541025	39183635	37084380	40279962	9732141	9618671	9828346	4270944	3968168	3474103
serine	59136494	52152173	59674411	110211629	108020072	105382378	121529511	109695627	139564975	717704068	659820208	650972735
succinate	50021775	55335615	54738161	57602818	51978221	57778086	26723917	30292694	27455056	34322441	38500397	40150613
succinyl-CoA	6456490	7275133	7394593	5608179	7375022	4999573	6417176	7247578	6686987	4350075	4224605	3165027
taurine	7327411	8157685	8387252	8314556	8650234	8160826	8538994	8946146	9456993	9757663	9674957	8080893
threonine	455247263	448792415	445995763	396963167	378840031	376006337	475960412	479442039	561928721	775950417	775905479	775238018
tryptophan	24096881	23464442	24039223	15482276	16122346	17550046	77546188	76446188	80997896	137030074	142943389	170962998
tyrosine	440059532	467753368	503029920	473115849	449602534	472763413	393725182	389782298	373331352	682708263	677355336	704425335
UDP-GlcNAc	270818144	269223200	258502281	342449984	348622983	319491618	83805159	93597459	77303183	206003411	193585686	184739617
UDP	13928159	13831173	12959114	16353136	20926500	17701249	2130304	3083245	3058418	14956447	14869558	15528254
UMP	3276212	3887189.5	3671667.9	4205901.8	4230822.6	4172734.8	861942.1	1474460.9	917125	3341970.5	3287839.8	3401993.8
Ureidosuccinic acid	5961402	6728951	6347570	4188317	5108181	4906220	119308232	137229630	137721597	3853609	4861685	4043497
UTP	298148798	298523456	260067294	409097422	600371923	389464650	63817413	97790165	83658332	318552142	316333842	284994774
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Standardized name	Formula	Exact mass	Sub class
hydroxyglutarate	2-Hydroxyglutaric acid	C5H8O5	148.0372	Dicarboxylic acids
oxoadipate	Oxoadipic acid	C6H8O5	160.0372	Dicarboxylic acids
2,3-BPG	-	-	-	-
3-methyl-2-oxopentanoic acid	3-Methyl-2-oxovaleric acid	C6H10O3	130.0630	Short-chain keto acids
3-phosphoglycerate	3-Phosphoglyceric acid	C3H7O7P	185.9929	Short-chain acids
6-phosphogluconate	6-Phosphogluconic acid	C6H13O10P	276.0246	Monosaccharide phosphates
Acetyl-CoA	Acetyl-CoA	C23H38N7O17P3S	809.1258	Acyl CoAs
acetylcarnitine	CAR 2:0	C9H17NO4	203.1158	Acyl carnitines
ADP-ribose	ADP-ribose	C15H23N5O14P2	559.0717	Purine rNDP
ADP	ADP	C10H15N5O10P2	427.0294	Purine rNDP
AICAR	AICAR	C9H14N4O5	258.0964	Imidazole ribonucleosides and ribonucleotides
alanine	Alanine	C3H7NO2	89.0477	Amino acids
Alpha-Ketoglutarate	Oxoglutaric acid	C5H6O5	146.0215	TCA acids
AMP	AMP	C10H14N5O7P	347.0631	Purine rNMP
arginine	Arginine	C6H14N4O2	174.1117	Amino acids
argininosuccinate	Argininosuccinic acid	C10H18N4O6	290.1226	Amino acids
ascorbate	Vitamin C	C6H8O6	176.0321	Gamma butyrolactones
asparagine	Asparagine	C4H8N2O3	132.0535	Amino acids
aspartate	Aspartic acid	C4H7NO4	133.0375	Amino acids
ATP	ATP	C10H16N5O13P3	506.9958	Purine rNTP
beta-alanine	beta-Alanine	C3H7NO2	89.0477	Amino acids
betaine	Betaine	C5H11NO2	117.0790	Amino acids
Butyrylcarnitine	CAR 4:0	C11H21NO4	231.1471	Acyl carnitines
C5-Carnitines	-	-	-	-
carnitine	Carnitine	C7H15NO3	161.1052	Carnitines
CDP-choline	CDP-choline	C14H26N4O11P2	488.1073	Pyrimidine rNDP
CDP	CDP	C9H15N3O11P2	403.0182	Pyrimidine rNDP
choline	Choline	C5H14NO	104.1075	Cholines
cis-aconitate	cis-Aconitic acid	C6H6O6	174.0164	TCA acids
citrate	Citric acid	C6H8O7	192.0270	TCA acids
CMP	CMP	C9H14N3O8P	323.0519	Pyrimidine rNMP
creatine	Creatine	C4H9N3O2	131.0695	Amino acids
CTP	CTP	C9H16N3O14P3	482.9845	Pyrimidine rNTP
cystathionine	Cystathionine	C7H14N2O4S	222.0674	Amino acids
cysteic acid	Cysteic acid	C3H7NO5S	169.0045	Amino acids
cystine	Cystine	C6H12N2O4S2	240.0239	Amino acids
dATP	dATP	C10H16N5O12P3	491.0008	Purine dNTP
dihydroxyacetone phosphate	Dihydroxyacetone phosphate	C3H7O6P	169.9980	Short-chain acids
dUMP	dUMP	C9H13N2O8P	308.0410	Pyrimidine dNMP
F6P_G1P	-	-	-	-
formyl-methionine	N-Formylmethionine	C6H11NO3S	177.0460	Amino acids
Fructose-1,6-bisphosphate	Fructose 1,6-bisphosphate	C6H14O12P2	339.9961	Monosaccharide phosphates
fumarate	Fumaric acid	C4H4O4	116.0110	TCA acids
gamma-aminobutyric acid	gamma-Aminobutyric acid	C4H9NO2	103.0633	Amino FA
GAR	GAR	C7H15N2O8P	286.0566	Glycinamide ribonucleotides
GDP	GDP	C10H15N5O11P2	443.0243	Purine rNDP
Glucose-6-phosphate	Glucose 6-phosphate	C6H13O9P	260.0297	Monosaccharide phosphates
glucose	Glucose	C6H12O6	180.0634	Hexoses
glutamate	Glutamic acid	C5H9NO4	147.0532	Amino acids
glutamine	Glutamine	C5H10N2O3	146.0691	Amino acids
glycerate	Glyceric acid	C3H6O4	106.0266	Sugar acids
Glycerol-3-Phosphate	sn-Glycero-3-phosphate	C3H9O6P	172.0137	Organic phosphoric acids
Glycerophosphocholine	sn-Glycero-3-phosphocholine	C8H20NO6P	257.1028	Organic phosphoric acids
glycine	Glycine	C2H5NO2	75.0320	Amino acids
GSSG	Oxidized glutathione	C20H32N6O12S2	612.1520	Tripeptides
GTP	GTP	C10H16N5O14P3	522.9907	Purine rNTP
histidine	Histidine	C6H9N3O2	155.0695	Amino acids
hydroxyproline gammaALA	-	-	-	-
hypoxanthine	Hypoxanthine	C5H4N4O	136.0385	Hypoxanthines
IMP	IMP	C10H13N4O8P	348.0471	Purine rNMP
inosine	Inosine	C10H12N4O5	268.0808	Purine ribonucleosides
isoleucine	Isoleucine	C6H13NO2	131.0946	Amino acids
Itaconic Acid	Itaconic acid	C5H6O4	130.0266	Dicarboxylic acids
kynurenine	Kynurenine	C10H12N2O3	208.0848	Amino acids
lactic acid	Lactic acid	C3H6O3	90.0317	Short-chain acids
leucine	Leucine	C6H13NO2	131.0946	Amino acids
lysine	Lysine	C6H14N2O2	146.1055	Amino acids
malate	D-Malic acid	C4H6O5	134.0215	Beta hydroxy acids
Methionine sulfoxide	Methionine sulfoxide	C5H11NO3S	165.0460	Amino acids
methionine	Methionine	C5H11NO2S	149.0511	Amino acids
methylthioadenosine	Methylthioadenosine	C11H15N5O3S	297.0896	Purine ribonucleosides
N-acetylaspartate	N-Acetylaspartic acid	C6H9NO5	175.0481	Amino acids
N-acetylglutamate	N-Acetylglutamic acid	C7H11NO5	189.0637	Amino acids
N-acetylphenylalanine	N-Acetylphenylalanine	C11H13NO3	207.0895	Amino acids
NAD	NAD+	C21H27N7O14P2	663.1091	Nicotinamide dinucleotides
NADP	NADP+	C21H28N7O17P3	743.0755	Nicotinamide dinucleotides
niacinamide	Niacinamide	C6H6N2O	122.0480	Pyridine alkaloids
O-phosphoethanolamine	Phosphoethanolamine	C2H8NO4P	141.0191	Phosphoethanolamines
ornithine	Ornithine	C5H12N2O2	132.0899	Amino acids
orotate	Orotic acid	C5H4N2O4	156.0171	Pyrimidine carboxylic acids
palmitate	Palmitic acid	C16H32O2	256.2402	Saturated FA
Pantothenate	Pantothenic acid	C9H17NO5	219.1107	Amino acids
phenylalanine	Phenylalanine	C9H11NO2	165.0790	Amino acids
phosphocholine	Choline phosphate	C5H14NO4P	183.0660	Cholines
phosphocreatine	Phosphocreatine	C4H10N3O5P	211.0358	Amino acids
phosphoenolpyruvate	Phosphoenolpyruvic acid	C3H5O6P	167.9824	Short-chain acids
proline	Proline	C5H9NO2	115.0633	Amino acids
propionylcarnitine	CAR 3:0	C10H19NO4	217.1314	Acyl carnitines
PRPP	Phosphoribosyl pyrophosphate	C5H13O14P3	389.9518	Monosaccharide phosphates
Pyridoxine	Pyridoxine	C8H11NO3	169.0739	Pyridine alkaloids
Ribose-1-phosphate	Ribose 1-phosphate	C5H11O8P	230.0192	Monosaccharide phosphates
Ribose_Ribulose-5-phosphate-3Me-Lys	-	-	-	-
S-Adenosyl-L-Homocysteine	S-Adenosylhomocysteine	C14H20N6O5S	384.1216	Other purines
S-Adenosyl-L-methionine	S-Adenosylmethionine	C15H23N6O5S	399.1451	Other purines
Sedoheptulose-7-phosphate	Sedoheptulose 7-phosphate	C7H15O10P	290.0403	Monosaccharide phosphates
serine	Serine	C3H7NO3	105.0426	Amino acids
succinate	Succinic acid	C4H6O4	118.0266	TCA acids
succinyl-CoA	Succinyl-CoA	C25H40N7O19P3S	867.1313	Acyl CoAs
taurine	Taurine	C2H7NO3S	125.0147	Sulfonic acids
threonine	Threonine	C4H9NO3	119.0582	Amino acids
tryptophan	Tryptophan	C11H12N2O2	204.0899	Amino acids
tyrosine	Tyrosine	C9H11NO3	181.0739	Amino acids
UDP-GlcNAc	UDP-N-acetylglucosamine	C17H27N3O17P2	607.0816	Pyrimidine ribonucleosides
UDP	UDP	C9H14N2O12P2	404.0022	Pyrimidine rNDP
UMP	UMP	C9H13N2O9P	324.0359	Pyrimidine rNMP
Ureidosuccinic acid	N-Carbamoylaspartic acid	C5H8N2O5	176.0433	Amino acids
UTP	UTP	C9H15N2O15P3	483.9685	Pyrimidine rNTP
METABOLITES_END
#END