#METABOLOMICS WORKBENCH my265_20220629_020358 DATATRACK_ID:3323 STUDY_ID:ST002205 ANALYSIS_ID:AN003608 PROJECT_ID:PR001408
VERSION             	1
CREATED_ON             	June 29, 2022, 6:05 pm
#PROJECT
PR:PROJECT_TITLE                 	Hira Loss Transforms Fh1-Deficient Cells
PR:PROJECT_SUMMARY               	Tumour initiation and progression requires the metabolic rewiring of cancer
PR:PROJECT_SUMMARY               	cells. Fumarate hydratase (FH), a mitochondrial enzyme that catalyses the
PR:PROJECT_SUMMARY               	reversible hydration of fumarate to malate in the TCA cycle, has been identified
PR:PROJECT_SUMMARY               	as a bona fide tumour suppressor . FH loss predisposes to Hereditary
PR:PROJECT_SUMMARY               	Leiomyomatosis and Renal Cell Carcinoma (HLRCC), a cancer syndrome characterized
PR:PROJECT_SUMMARY               	by the presence of benign tumours of the skin and uterus, and a highly
PR:PROJECT_SUMMARY               	aggressive form of renal cancer. Its loss leads to aberrant accumulation of
PR:PROJECT_SUMMARY               	fumarate, an oncometabolite that drives malignant transformation . Even though
PR:PROJECT_SUMMARY               	the link between FH loss, fumarate accumulation and HLRCC is well-known, the
PR:PROJECT_SUMMARY               	associated tumorigenic mechanism is it is still not fully understood. Indeed,
PR:PROJECT_SUMMARY               	although HLRCC tumours metastasize even when small, Fh1-deficient mice develop
PR:PROJECT_SUMMARY               	premalignant cysts in the kidneys, rather than overt carcinomas. Interestingly,
PR:PROJECT_SUMMARY               	these cysts are positive for the key tumour suppressor p21. Since p21 expression
PR:PROJECT_SUMMARY               	is a central trigger of cellular senescence, it is postulated that this process
PR:PROJECT_SUMMARY               	could be an obstacle for tumorigenesis in Fh1-deficient cells. Consistent with
PR:PROJECT_SUMMARY               	this hypothesis, HLRCC patients harbour the epigenetic suppression of p16,
PR:PROJECT_SUMMARY               	another key player of senescence. Here, we have confirmed that additional
PR:PROJECT_SUMMARY               	oncogenic events independent from a senescence bypass are required to allow
PR:PROJECT_SUMMARY               	full-blown transformation in FH deficient cells. Moreover, a genome wide
PR:PROJECT_SUMMARY               	CRISPR/Cas9 screen identified HIRA as a target that, when ablated, increases
PR:PROJECT_SUMMARY               	proliferation and invasion in Fh1-deficient cells. Moreover, Fh1 and
PR:PROJECT_SUMMARY               	Hira-deficient cells lead to the development of tumours and invasive features in
PR:PROJECT_SUMMARY               	the kidney in vivo. Strikingly, Hira depletion in Fh1 deficient cells controls
PR:PROJECT_SUMMARY               	the activation of a MYC and E2F-dependent transcriptional and metabolic program,
PR:PROJECT_SUMMARY               	which is known to play different oncogenic roles during tumour initiation and
PR:PROJECT_SUMMARY               	progression. Of note, the activation of these programs is independent of H3.3
PR:PROJECT_SUMMARY               	deposition into the chromatin, known to be controlled by HIRA. Overall, we have
PR:PROJECT_SUMMARY               	identified a novel oncogenic event occurring in FH deficient tumours, which will
PR:PROJECT_SUMMARY               	be instrumental for understanding mechanisms of tumorigenesis in HLRCC and the
PR:PROJECT_SUMMARY               	development of targeted treatments.
PR:INSTITUTE                     	CECAD Research Center, University Hospital Cologne
PR:LAST_NAME                     	Yang
PR:FIRST_NAME                    	Ming
PR:ADDRESS                       	Joseph-Stelzmann-Straße 26, CECAD Research Center, Köln, Koeln, 50931, Germany
PR:EMAIL                         	ming.yang@uni-koeln.de
PR:PHONE                         	+4922147884306
#STUDY
ST:STUDY_TITLE                   	Effect of Hira loss in the metabolic landscape of Fh1-deficient cells
ST:STUDY_SUMMARY                 	Tumour initiation and progression requires the metabolic rewiring of cancer
ST:STUDY_SUMMARY                 	cells. Fumarate hydratase (FH), a mitochondrial enzyme that catalyses the
ST:STUDY_SUMMARY                 	reversible hydration of fumarate to malate in the TCA cycle, has been identified
ST:STUDY_SUMMARY                 	as a bona fide tumour suppressor . FH loss predisposes to Hereditary
ST:STUDY_SUMMARY                 	Leiomyomatosis and Renal Cell Carcinoma (HLRCC), a cancer syndrome characterized
ST:STUDY_SUMMARY                 	by the presence of benign tumours of the skin and uterus, and a highly
ST:STUDY_SUMMARY                 	aggressive form of renal cancer. Its loss leads to aberrant accumulation of
ST:STUDY_SUMMARY                 	fumarate, an oncometabolite that drives malignant transformation . Even though
ST:STUDY_SUMMARY                 	the link between FH loss, fumarate accumulation and HLRCC is well-known, the
ST:STUDY_SUMMARY                 	associated tumorigenic mechanism is it is still not fully understood. Indeed,
ST:STUDY_SUMMARY                 	although HLRCC tumours metastasize even when small, Fh1-deficient mice develop
ST:STUDY_SUMMARY                 	premalignant cysts in the kidneys, rather than overt carcinomas. Interestingly,
ST:STUDY_SUMMARY                 	these cysts are positive for the key tumour suppressor p21. Since p21 expression
ST:STUDY_SUMMARY                 	is a central trigger of cellular senescence, it is postulated that this process
ST:STUDY_SUMMARY                 	could be an obstacle for tumorigenesis in Fh1-deficient cells. Consistent with
ST:STUDY_SUMMARY                 	this hypothesis, HLRCC patients harbour the epigenetic suppression of p16,
ST:STUDY_SUMMARY                 	another key player of senescence. Here, we have confirmed that additional
ST:STUDY_SUMMARY                 	oncogenic events independent from a senescence bypass are required to allow
ST:STUDY_SUMMARY                 	full-blown transformation in FH deficient cells. Moreover, a genome wide
ST:STUDY_SUMMARY                 	CRISPR/Cas9 screen identified HIRA as a target that, when ablated, increases
ST:STUDY_SUMMARY                 	proliferation and invasion in Fh1-deficient cells. Moreover, Fh1 and
ST:STUDY_SUMMARY                 	Hira-deficient cells lead to the development of tumours and invasive features in
ST:STUDY_SUMMARY                 	the kidney in vivo. Strikingly, Hira depletion in Fh1 deficient cells controls
ST:STUDY_SUMMARY                 	the activation of a MYC and E2F-dependent transcriptional and metabolic program,
ST:STUDY_SUMMARY                 	which is known to play different oncogenic roles during tumour initiation and
ST:STUDY_SUMMARY                 	progression. Of note, the activation of these programs is independent of H3.3
ST:STUDY_SUMMARY                 	deposition into the chromatin, known to be controlled by HIRA. Overall, we have
ST:STUDY_SUMMARY                 	identified a novel oncogenic event occurring in FH deficient tumours, which will
ST:STUDY_SUMMARY                 	be instrumental for understanding mechanisms of tumorigenesis in HLRCC and the
ST:STUDY_SUMMARY                 	development of targeted treatments.
ST:INSTITUTE                     	CECAD Research Center, University Hospital Cologne
ST:LAST_NAME                     	Yang
ST:FIRST_NAME                    	Ming
ST:ADDRESS                       	Joseph-Stelzmann-Straße 26, CECAD Research Center, Köln, Koeln, 50931, Germany
ST:EMAIL                         	ming.yang@uni-koeln.de
ST:PHONE                         	+4922147884306
#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]Raw file names and additional sample data
SUBJECT_SAMPLE_FACTORS           	-	LV18_01	Genotype:Fh1 fl/fl | Treatment:Cas9	RAW_FILE_NAME=LV18_01
SUBJECT_SAMPLE_FACTORS           	-	LV18_02	Genotype:Fh1 fl/fl | Treatment:Cas9	RAW_FILE_NAME=LV18_02
SUBJECT_SAMPLE_FACTORS           	-	LV18_03	Genotype:Fh1 fl/fl | Treatment:Cas9	RAW_FILE_NAME=LV18_03
SUBJECT_SAMPLE_FACTORS           	-	LV18_04	Genotype:Fh1-/- CL19 | Treatment:Cas9	RAW_FILE_NAME=LV18_04
SUBJECT_SAMPLE_FACTORS           	-	LV18_05	Genotype:Fh1-/- CL19 | Treatment:Cas9	RAW_FILE_NAME=LV18_05
SUBJECT_SAMPLE_FACTORS           	-	LV18_06	Genotype:Fh1-/- CL19 | Treatment:Cas9	RAW_FILE_NAME=LV18_06
SUBJECT_SAMPLE_FACTORS           	-	LV18_07	Genotype:Fh1 fl/fl | Treatment:sg1Hira	RAW_FILE_NAME=LV18_07
SUBJECT_SAMPLE_FACTORS           	-	LV18_08	Genotype:Fh1 fl/fl | Treatment:sg1Hira	RAW_FILE_NAME=LV18_08
SUBJECT_SAMPLE_FACTORS           	-	LV18_09	Genotype:Fh1 fl/fl | Treatment:sg1Hira	RAW_FILE_NAME=LV18_09
SUBJECT_SAMPLE_FACTORS           	-	LV18_10	Genotype:Fh1-/- CL19 | Treatment:sg1Hira	RAW_FILE_NAME=LV18_10
SUBJECT_SAMPLE_FACTORS           	-	LV18_11	Genotype:Fh1-/- CL19 | Treatment:sg1Hira	RAW_FILE_NAME=LV18_11
SUBJECT_SAMPLE_FACTORS           	-	LV18_12	Genotype:Fh1-/- CL19 | Treatment:sg1Hira	RAW_FILE_NAME=LV18_12
#COLLECTION
CO:COLLECTION_SUMMARY            	Cells were seeded in 6-well plates and collected the following day at 70%
CO:COLLECTION_SUMMARY            	confluency. Cells were washed at room temperature with PBS twice and then kept
CO:COLLECTION_SUMMARY            	on cold bath with dry ice and methanol. Metabolite extraction solution (50%
CO:COLLECTION_SUMMARY            	methanol, 30% acetonitrile, 20% ultrapure water, 5 µM final concentration
CO:COLLECTION_SUMMARY            	valine-d8) was added to each well following the proportion of 0.5 ml of
CO:COLLECTION_SUMMARY            	extraction solution per million cells. The extracts were scraped and mixed at
CO:COLLECTION_SUMMARY            	4°C for 15 min. After final centrifugation at max speed for 15 min at 4°C, the
CO:COLLECTION_SUMMARY            	supernatants were transferred into LC-MS vials.
CO:SAMPLE_TYPE                   	kidney epithelial cells
#TREATMENT
TR:TREATMENT_SUMMARY             	Fh1-deficient cells expressing Cas9 were transduced with gRNA against Hira
TR:TREATMENT_SUMMARY             	(g1Hira). No further treatments were carried out. Cells were cultured using high
TR:TREATMENT_SUMMARY             	glucose (4.5 g/L) DMEM (Gibco-41966-029) supplemented with 10% heat inactivated
TR:TREATMENT_SUMMARY             	fetal bovine serum (FBS).
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Cells were seeded in 6-well plates and collected the following day at 70%
SP:SAMPLEPREP_SUMMARY            	confluency. Cells were washed at room temperature with PBS twice and then kept
SP:SAMPLEPREP_SUMMARY            	on cold bath with dry ice and methanol. Metabolite extraction solution (50%
SP:SAMPLEPREP_SUMMARY            	methanol, 30% acetonitrile, 20% ultrapure water, 5 µM final concentration
SP:SAMPLEPREP_SUMMARY            	valine-d8) was added to each well following the proportion of 0.5 ml of
SP:SAMPLEPREP_SUMMARY            	extraction solution per million cells. The extracts were scraped and mixed at
SP:SAMPLEPREP_SUMMARY            	4°C for 15 min. After final centrifugation at max speed for 15 min at 4°C, the
SP:SAMPLEPREP_SUMMARY            	supernatants were transferred into LC-MS vials.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	Chromatographic separation of polar metabolites was achieved using a Millipore
CH:CHROMATOGRAPHY_SUMMARY        	Sequant ZIC-pHILIC analytical column (5 µm, 2.1 × 150 mm) equipped with a 2.1
CH:CHROMATOGRAPHY_SUMMARY        	× 20 mm guard column (both 5 mm particle size) with a binary solvent system.
CH:CHROMATOGRAPHY_SUMMARY        	Solvent A was 20 mM ammonium carbonate, 0.05% ammonium hydroxide; Solvent B was
CH:CHROMATOGRAPHY_SUMMARY        	acetonitrile. The column oven and autosampler tray were held at 40 °C and 4
CH:CHROMATOGRAPHY_SUMMARY        	°C, respectively. The chromatographic gradient was run at a flow rate of 0.200
CH:CHROMATOGRAPHY_SUMMARY        	mL/min as follows: 0–2 min: 80% B; 2-17 min: linear gradient from 80% B to 20%
CH:CHROMATOGRAPHY_SUMMARY        	B; 17-17.1 min: linear gradient from 20% B to 80% B; 17.1-22.5 min: hold at 80%
CH:CHROMATOGRAPHY_SUMMARY        	B. Samples were randomized and analysed with LC–MS in a blinded manner with an
CH:CHROMATOGRAPHY_SUMMARY        	injection volume was 5 µl. Pooled samples were generated from an equal mixture
CH:CHROMATOGRAPHY_SUMMARY        	of all individual samples and analysed interspersed at regular intervals within
CH:CHROMATOGRAPHY_SUMMARY        	sample sequence as a quality control.
CH:CHROMATOGRAPHY_TYPE           	HILIC
CH:INSTRUMENT_NAME               	Dionex Ultimate 3000 UHPLC
CH:COLUMN_NAME                   	SeQuant ZIC-pHILIC
#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                   	Metabolites were measured with a Thermo Scientific Q Exactive Hybrid
MS:MS_COMMENTS                   	Quadrupole-Orbitrap Mass spectrometer (HRMS) coupled to a Dionex Ultimate 3000
MS:MS_COMMENTS                   	UHPLC. The mass spectrometer was operated in full-scan, polarity-switching mode,
MS:MS_COMMENTS                   	with the spray voltage set to +4.5 kV/-3.5 kV, the heated capillary held at 320
MS:MS_COMMENTS                   	°C, and the auxiliary gas heater held at 280 °C. The sheath gas flow was set
MS:MS_COMMENTS                   	to 55 units, the auxiliary gas flow was set to 15 units, and the sweep gas flow
MS:MS_COMMENTS                   	was set to 0 unit. HRMS data acquisition was performed in a range of m/z =
MS:MS_COMMENTS                   	70–900, with the resolution set at 70,000, the AGC target at 1 × 106, and the
MS:MS_COMMENTS                   	maximum injection time (Max IT) at 120 ms. Metabolite identities were confirmed
MS:MS_COMMENTS                   	using two parameters: (1) precursor ion m/z was matched within 5 ppm of
MS:MS_COMMENTS                   	theoretical mass predicted by the chemical formula; (2) the retention time of
MS:MS_COMMENTS                   	metabolites was within 5% of the retention time of a purified standard run with
MS:MS_COMMENTS                   	the same chromatographic method. Chromatogram review and peak area integration
MS:MS_COMMENTS                   	were performed using the Thermo Fisher software Tracefinder 5.0 and the peak
MS:MS_COMMENTS                   	area for each detected metabolite was normalized against the total ion count
MS:MS_COMMENTS                   	(TIC) of that sample to correct any variations introduced from sample handling
MS:MS_COMMENTS                   	through instrument analysis. The normalized areas were used as variables for
MS:MS_COMMENTS                   	further statistical data analysis.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	peak area
MS_METABOLITE_DATA_START
Samples	LV18_01	LV18_02	LV18_03	LV18_04	LV18_05	LV18_06	LV18_07	LV18_08	LV18_09	LV18_10	LV18_11	LV18_12
Factors	Genotype:Fh1 fl/fl | Treatment:Cas9	Genotype:Fh1 fl/fl | Treatment:Cas9	Genotype:Fh1 fl/fl | Treatment:Cas9	Genotype:Fh1-/- CL19 | Treatment:Cas9	Genotype:Fh1-/- CL19 | Treatment:Cas9	Genotype:Fh1-/- CL19 | Treatment:Cas9	Genotype:Fh1 fl/fl | Treatment:sg1Hira	Genotype:Fh1 fl/fl | Treatment:sg1Hira	Genotype:Fh1 fl/fl | Treatment:sg1Hira	Genotype:Fh1-/- CL19 | Treatment:sg1Hira	Genotype:Fh1-/- CL19 | Treatment:sg1Hira	Genotype:Fh1-/- CL19 | Treatment:sg1Hira
1-methylnicotinamide	1480647157	1396458130	1477193549	3527482468	3433450028	3222445381	475722392.8	551079352.2	605221404.9	2483059257	2618127427	2513894099
2/3-phosphoglycerate	55386815.07	57173153.08	54754804.11	44587555.38	46248714.6	44381245.14	65297953.77	68562273.01	66374843.31	50432033.64	47720980.11	53521200.49
2-oxoglutarate	473222734.3	461398507.3	496165209.9	173849871.6	163348230.5	162163898.5	283186426.5	330848348	334153801.9	160538654.7	187304875.7	158214871.5
3-phosphoserine	11114414.9	11039222.91	11438785.12	3424787.99	2982255.129	3241112.221	22102971.69	26008971.83	25522436.74	6049384.069	6051204.296	6044104.184
4-hydroxyphenyllactate	23955273.7	21974324.93	23504806.78	8746195.309	8664842.112	7102883.409	19390061.95	23311968.25	26580052.87	7391794.212	9623066.754	7466953.557
4-hydroxyphenylpyruvate	8187677.939	7475580.928	8299075.834	6901177.8	6553481.17	5432268.815	6111164.075	7243035.177	8270428.49	5352504.202	7671059.919	5578687.352
4-hydroxyproline	233161156.7	201743814.6	230390566	269437340.6	209853684.9	208343019.5	298496945	350713966.4	294936742	221222957.6	263630318.6	234376525.3
5-formamidoimidazole-4-carboxamide ribotide	337125.0514	242871.777	312897.4541	132644.7927	20776.49063	30130.67914	142885.8716	193610.8584	269529.8616	67919.3595	51704.30932	37277.21631
6-phosphogluconate	4203380.358	5421624.959	5866790.216	2330497.874	2414479.174	2760346.097	4187142.581	5132583.495	5534841.25	3877476.485	2219977.507	4704227.463
deoxycarnitine	591469856.5	554931813.1	574138093	340325260.2	305488614.9	298495344.7	329310314.7	385385710	423372948.5	434042695.8	445877593.3	420465060.8
acetyl-CoA	6811137.91	6302522.2	7770362.999	3810024.64	3954240.268	3725337.702	4524741.406	4949304.271	4138381.931	3838175.947	4320739.258	4805826.562
aconitate	111701143.4	102347045.8	98108602.63	18539074.99	15654597.81	16771779.3	97335297.18	114976683.7	122087709	18092500.6	21716547.56	17706978.6
adenine	20648245.86	57138922.93	29051718.38	17054932.95	16267871.93	15215095.04	72901248.87	44960533.17	40578450	24658527.64	20454018.62	21713863.14
adenosine	8442735.092	7798188.613	9368128.934	13478532.3	10632879.16	8744115.779	9798545.434	10267912.25	12468276.4	10428485.76	11269043.25	15362509.72
adenylosuccinate	8195.92025	0	0	2456401.913	2507848.148	2318827.303	13853.00264	10249.35486	32541.16618	2688927.351	2724415.693	2772584.61
ADP	64640459.15	64343183.6	68296449.61	49624110.51	47309553.96	51718375.72	72279851.21	84775160.07	85447198.08	57503332.26	52571553.95	64817737.19
ADP-ribose	2300727.028	2139610.536	2157561.721	1960077.986	2069168.692	1935339.668	1766702.244	1866245.567	2004069.07	2181081.232	2297010.779	3220379.861
AICAR	22109.66849	97667.15162	33301.76526	0	0	0	91897.77829	72027.89714	54717.89471	0	0	0
alanine	1905663124	1980434886	2014845222	1136700107	1038078444	1043177152	1611758188	1823214558	2012757696	1117162886	1094371678	1108067025
aminoimidazole ribonucleotide	0	0	0	727028.5188	604074.9214	585731.2681	0	0	0	448541.4562	519030.4704	520578.8701
AMP	23203073.18	21541891.71	23197931.34	30036252.4	29404012.06	28092688.9	22480237.03	21786716.69	22194003.6	24936661.24	24176147.58	30105017.31
arginine	3743332413	2865719422	3242090554	2810665517	2573285021	2053430664	2608326247	3199929349	4122525864	1826161908	3137179120	1909485049
argininosuccinate	4062210.583	3558329.334	4564737.931	241571528.9	236530870.2	230190715.5	4662721.701	5132930.657	6197609.74	228484773.2	241190793.9	237594054.2
asparagine	40661674.99	38547284	39284725.52	35069546.29	33288893	32208658.65	54120204.77	62774604.62	69090293.87	48547544.15	48712794.66	46643152.41
aspartate	1363700364	1356873947	1421592606	333700182.4	332129323.6	353464104.2	2239711482	2376854751	2467269701	484448204.2	496971754.6	503966292.3
ATP	320686268.6	364994411.8	375350718.5	152241863.7	152465061	165084775.9	429194033.6	527745169.5	536299800.5	259087261.9	238074760.9	268264381.3
beta-alanine	549155260.2	544651192.8	559022526.6	511142339.1	490997391.6	466308011.5	307213018.5	339398375.3	374764442.5	700997835.6	687136824.4	655434890.6
beta-citrylglutamate	1171939.816	814761.2992	971131.9825	535700.8327	349309.2065	242870.055	531766.8822	613288.1211	647200.2419	271435.5708	601354.1541	231281.7481
betaine	13192392628	12926675756	13433880359	7821444354	7109920098	7211447484	6191337363	6956806042	7132533248	11142895179	11297817045	11483194831
carnitine	2255093711	2089199394	2270922517	2461999990	2263994706	2215126012	1602749026	1914852582	2111895123	4132930663	4249847878	4078731490
carnitine C14	2307672.645	2655758.712	1898443.636	2228001.722	2529127.046	2667078.829	1744049.018	2071241.721	2106166.586	9848714.6	9677159.402	9099757.229
carnitine C14:1	7742738.165	8775925.02	7134047.933	8900666.229	4240124.886	5051463.866	8817658.814	10401499.67	12097446.61	9900629.231	11178276.58	11548999.51
carnitine C16	4893053.589	3102699.952	3390910.479	7331043.605	6154433.116	6263613.54	3007762.877	3381549.352	4137966.094	15104038.84	15576208.27	13695619.22
carnitine C16:1	1804964.197	1757057.19	1103587.127	3407269.542	2857209.661	2558276.84	2371952.798	2945042.657	2385898.032	10568627.29	10955315.92	9944331.647
carnitine C18	18704916.49	878686.3104	4705255.859	27961056.2	5496088.256	4581253.092	355644.2107	1038342.536	12477166.64	4441366.078	1521794.595	468280.2577
carnitine C2	1166200580	1078156865	1075583968	1535557786	1445100121	1416468770	525119271.2	585377769.4	652315863.8	2087237604	2124290212	2034893287
carnitine C3	524262705.1	502671559.6	525048188.2	46124545.83	41192940.68	36795386.36	192403156.1	234764684.5	271887905.2	47739587.82	60878736.26	47329678.39
carnitine C4	563228227.2	578385733.8	608024020.2	294789373.1	272615701.6	266395405.1	575485982.6	702466113.7	787030720.5	477774635.9	506680178.2	487468921.1
carnitine C5	51430510	52719282.79	56195762.87	12355732.49	10360298.51	11450244.41	20243096.92	27436208.61	28858476.78	21431845.43	22876223.64	23956509.83
carnitine C6	4179570.278	4935317.584	5165614.514	8715729.642	6968398.819	7261610.79	5579132.487	6506931.465	6947490.136	13470889.37	14990431.48	14458094.51
carnosine	31991926.29	25330222.52	28568597.69	19588293.5	17436949.82	13538596.49	22905368.21	30083404.06	38053854.32	16835956.01	28641192.59	18303174.85
CDP	9446383.15	12718549.67	11508058.17	4083103.003	3778652.028	4635573.733	12377521.7	15917870.67	15231998.98	7266283.032	5947709.231	7465784.34
choline	1485837035	1265608504	1356017000	2038576444	1784639188	1638364229	1064604707	1246574807	906054016.2	1808830393	2340917882	1956137725
citicoline	11178355.45	10311759.98	11289821.15	11445093.21	9657626.448	11945341.76	3096415.229	2735937.943	2806221.506	7603767.489	8139120.823	7679558.101
citrate	3652271934	4236428700	3397336657	1393865007	1285564077	1992536424	3829842465	4378883057	5199564831	1964072017	1255387856	1735641861
citrulline	171133488.2	163558564.1	170321560.8	133929165.3	122121105.5	113482435.5	206720566.7	229839148.5	243914353	123576933.3	152359297.7	124066253.7
CMP	4682317.046	5240464.967	4752299.58	2391331.886	1994059.505	2241058.928	3931536.528	4604461.171	4408006.396	2459767.158	1701707.569	2131853.751
CMP-acetylneuraminate	14547779.51	14007774.07	13617551.78	6916168.335	6572684.455	6882978.064	7595760.378	8120068.407	8996214.383	4228255.856	4185709.488	3989610.731
creatine	23830787551	24312784687	24692271741	17326497191	17203988157	17368453303	24827699639	27168843635	28601662773	14613602829	14064003077	15433964900
creatinine	2190001781	1767142014	2007913181	1426071110	1119645097	1013343231	1763357468	2300209147	3058661688	1213735818	1720233982	1160526037
CTP	20488301.69	28515558.71	26726511.86	6847141.658	6600085.789	8250296.002	32350039.98	41120502.26	42061863.05	14946317.69	11821950.2	15588534.98
cyclic ADP-ribose	24630192.26	24432309.59	24683331.2	21555364.78	21161493.1	19803699.17	16816579.23	18890893.52	20367723.85	21370615.79	21332642.68	21967364.22
cyclic AMP	596778.4829	507076.6435	499082.8798	581969.5292	520482.0916	497132.991	440141.688	537809.5441	492118.1261	589028.1238	644049.8715	517192.3582
cystathionine	2507321.869	2720221.757	2651405.903	516002.558	305085.7733	677970.0448	20278647.12	22796811.83	25918928.4	1414611.666	1014807.27	1276512.626
cysteate	2726121.872	2386236.259	2893884.12	3574463.61	3361428.05	2661904.855	2683685.793	3166436.423	3886708.774	2857189.004	3785491.935	2641689.857
cysteinylglycine	26941410.11	26242004.69	26051288.64	40967836.21	40651046.36	40714778.57	48684184.9	56783866.74	54383240.44	38521505.57	40007486.33	40022017.93
cytosine	18815228.03	13962692.54	15693253.44	6706521.183	6225549.161	4492932.46	10848702.24	12562416.21	16902422.12	6691983.883	10165976.25	7057777.082
dATP	628482.2533	778162.7184	523210.105	31245.99777	37294.69568	99169.2933	1700041.647	1955555.477	1948019.47	421036.62	299906.1118	263958.3501
dCTP	1186518.642	1697694.851	1767725.187	118847.9864	65478.10214	165329.8022	2035535.495	2864830.082	2476237.677	482806.4534	475756.9409	430157.235
dihydroorotate	21567591.2	28043491.63	36153383.58	28538502.47	26323911.96	26986441.84	59943236.09	71057323.07	68594970.1	39145233.85	41548184.98	45217892.68
dihydroxyacetone phosphate	66752559.16	71099613.96	76206486.16	50686020.58	50304661.14	48914010.12	56491300.59	64700248.68	68485760.55	62116491.71	56956076.35	63847793.23
dTMP	853306.2484	952253.5506	1157439.117	401269.4117	418372.7804	334313.8019	1372618.047	1535053.058	1568616.482	535223.9366	581285.6961	371276.7187
dTTP	10400032.31	10272344.53	10563342.06	3225854.424	3239333.13	3463258.589	14475073.41	16829231.54	17214497.08	4571912.489	4854322.877	4617830.609
epsilon-(gamma-glutamyl)lysine	2827491.735	1710083.571	2076319.886	3168263.098	2303309.553	1877497.873	2234841.655	2954921.137	3210143.901	1909399.196	2839821.653	1728689.761
flavin adenine dinucleotide	3495876.473	1846024.955	2638461.642	1691474.247	2432942.396	1109314.911	961999.8464	1897358.195	1520736.896	1654176.628	2192473.409	2221567.622
fructose 6-phosphate	24742730.35	25877396.2	30522510.68	24585153.47	22110599.57	19362659.13	15848889.88	17297463.55	21251856.22	20823880.31	22245406.44	25866755.76
fructose bisphosphate	28606864.23	35992986.96	33369036.61	24521891.99	24768829.54	27354117.89	34241573.29	37395947.77	40300307.87	33115808.54	22459631.92	32242351.88
fumarate	195016887	184473398.9	192778012.5	1340563248	1286193313	1236927612	156979412.6	170552313.9	169435533.3	1374737674	1583797018	1332465985
gamma-glutamylalanine	10594550.79	9636768.621	9601699.648	10462420.3	10738002.73	9415310.947	10129343.75	10685884.68	12156751.34	12545307.85	15118070.86	13970486.41
gamma-glutamylcysteine	14731370.71	13582239.7	13482466.33	28376006.18	28996289.23	26580949.45	43148025.11	46122591.93	47386057.28	22608843.83	22467194.19	23886560.3
gamma-glutamylglutamate	5845567.461	5217733.723	6020130.799	3952268.176	3536209.225	3645428.374	10081294.71	11260257.19	11742788.15	5248085.112	5307139.358	5607027.193
gamma-glutamylglycine	62534560.26	59641983.43	60540565.84	27293625.85	26836395.47	25307007.62	47893943.75	50869665.17	51842272.24	32466480.73	35117402.54	33350647.52
gamma-glutamylproline	75525226.02	76641046.65	72809075.51	63632323.34	66221652.2	64159670.75	106694600.7	123563072.2	122967360.6	63739166.33	68519791.8	65695639.14
GDP	5245173.925	6938461.315	7132403.495	3975047.276	4123672.203	4576926.297	8383263.226	10730041	9890367.265	7952056.806	6455820.87	8104026.845
GDP-fucose	2251905.272	2314224.901	2427661.549	2321817.432	2085671.304	2235707.075	2046277.284	2485836.51	2446767.553	2780428.345	3237076.922	2941069.926
GDP-glucose	978730.4348	1057079.849	1021920.335	933755.0919	925180.3977	1040158.837	566727.9467	822161.6928	689874.4718	1050422.054	934568.1155	1047692.665
gluconate	773222451.9	711326329.6	692607034.1	265464388.1	245750839.4	228999137.6	464342458.9	541186900	640970692.2	298723054.1	301261955.5	283643941.6
glucose	342608618.3	274417543.4	309988052.5	183428522.5	156767327.4	116489822.8	250670594.1	355372064.1	453706833.5	155877692.5	292636665	156920504.7
glucose 6-phosphate	43115397.18	43088424.03	55664970.58	37038797.78	36220335.09	34003044.59	20788191.38	26471925.51	32139968.89	39332661.65	45600088.67	48235244.62
glucuronate	8310499.926	7729759.814	7624863.066	7220337.874	6777559.283	6700133.631	5505116.942	6177972.375	6761157.131	8498060.014	9013460.361	8052208.904
glutamate	6613838974	6745286212	6893286530	1701426117	1644575312	1590472496	5917471406	6820883887	6677254302	1552738207	1695092909	1568333763
glutamine	19018641432	18877681547	19386411150	20353042873	19053741677	18716988586	22014048853	25910202677	27006432106	18576024807	20922455403	19257938154
glutathione reduced	2945788891	2894670690	3016834533	4321289298	4289001111	4165208247	4880824544	5331477213	5597500732	4512742622	4524334927	4641216257
glyceraldehyde 3-phosphate	107289249	102866870.3	100958999.7	94474093.09	91069478.2	85046932.36	20306553.94	22567259.7	24098279.61	77830480.49	81185669.84	72466881.51
glycerol 3-phosphate	101808839.4	109302867.7	103578237.8	115507371.6	114107213.1	108263802.9	114160735.7	130566451.5	135381539.6	168830372.1	157242700.1	175982579.2
Glycerylphosphorylethanolamine	299165717.5	286707704.6	297414545.7	159869734.9	149121017.8	148254022.3	74216087.07	83761173.09	90538475.06	191783388.7	198659257.6	189695583.1
glycerylphosphorylcholine	62487748155	62954480888	64328678254	41173424244	39404898634	38898156203	32466116163	38141835720	41272912400	53102490923	53030052576	54650456017
glycine	206990282.6	217197585.5	222135334.2	183782796	165646733	173028561.3	162404634.2	202691128.6	194457759.4	162433971.4	172070709.3	160132677.9
glycylglycine	5928738.243	4831993.119	5546056.701	3096404.504	3011541.513	2477916.202	5895434.523	8353928.241	10474544.21	2671822.758	2935186.371	2217071.651
GMP	2016626.769	2308330.665	2399922.088	1900869.51	1745509.467	1689900.932	2658789.431	3433038.01	3089396.774	2589548.142	2456605.445	2653344.907
GTP	6253749.694	9437092.285	9323370.121	3764000.048	3541745.231	4325801.537	12700432.04	16576801.29	16244435.56	8922278.151	7108947.519	9704117.297
guanidinoacetate	25585280.15	25153685.99	28985285.01	17849719.33	16444090.3	16207737.28	15022372.96	19577608.53	20330478.19	21473746.54	22632455.28	21230268.99
guanosine	2732880.836	1991302.419	2120291.716	1019152.736	1071901.557	1197477.694	1816665.608	1699589.612	2165552.296	838779.5636	743913.9495	1129801.291
hippurate	54203023	40243700.17	44466921.34	33253347.32	22957655.82	21638792.35	34982773.62	45897943.77	60428225.96	23420920.84	39828531.52	21233473.07
histidine	4987445950	4346955802	4704974919	3543830570	3380646102	3051623969	5363510080	6183569722	6818774538	3094972165	4008143638	3334816308
homoarginine	33435492.98	23948452.51	27647481.52	23350153.05	21506076.47	16175900.25	21195286.37	27318013.7	37807260.21	15464313.51	25610259.15	14012666.27
homocitrulline	4826008.01	4559089.226	5265889.528	1406675.519	1553375.01	1412534.619	3363380.229	5467072.778	6343798.633	1844538.053	2246113.771	2172844.35
homocysteine	1675618.759	1837378.622	2307425.67	883395.9418	663842.6888	886275.5913	1311011.472	2339276.75	2458499.121	444115.5401	729108.4464	871120.5773
hypotaurine	34475695.28	32192564.73	34200077.14	36488625.95	35064784.95	35314912.66	24039266.64	24468858.28	25744425.91	44889394.32	47237638.37	44859610.34
hypoxanthine	95781228.3	72980314.45	76816156.9	20286782.91	19037071.45	13504145.24	60812830.22	78714717.24	78295597.03	17622070.1	31882521.97	17798013.8
IMP	775790.996	700484.6631	878388.3258	822718.6688	717802.8513	616630.0456	1165013.076	1451260.388	2068875.385	548909.4128	668163.8771	591959.9384
inosine	1728604.771	1242572.401	1513856.998	1103081.697	1013594.178	737784.2993	1843551.465	2167978.168	2659144.256	1078067.896	1231027.65	968164.3041
inositol	309428470.4	289690136.7	292817617.3	432128450.3	403319715.9	400340582.2	316711374.8	342112881.3	375745995.1	743624933.7	815447358	742405527.3
ketoleucine	51184585.22	44538698.51	51163916.68	19986668.63	17236070.89	14723730.18	38504696.07	54701665.08	70723285.2	15934911.91	23787614.79	16068573.71
ketovaline	7260572.536	4940900.734	6169565.518	3070687.853	2769617.973	2679021.09	6575467.394	6189589.385	13348514.26	3230760.33	2822757.118	2057554.447
kynurenine	15911128.32	13912455.43	14941318.33	8814578.353	7914250.848	7122184.789	13836857.94	16389013.59	20355672	7066171.769	10825026.15	7701544.987
lactate	1865047890	1629990791	1792662098	1926964578	1726911539	1468687631	720071882	1007933434	1285730344	1313020067	1993378040	1363859844
leucine+isoleucine	16454667123	15448493209	16332691483	10346343341	9242269612	8024307523	13340391379	16941295582	19274827286	8954403184	12705577295	9042909418
lysine	611273157.5	481754817.6	537648025.6	447452507.4	364495562.2	290977379.5	423682181.5	589418330.4	781613686.4	294079128.2	519175536.2	294496803
malate	2527042791	2402035292	2516436080	469078418.6	446344234.1	399546105.5	1972351110	2226815575	2166967385	436689862.6	530062066.7	401962283.7
malonate	5208759.971	4855772.227	4791048.861	6601654.363	5646246.148	5403974.168	5761093.237	4851719.496	5008510.645	5961024.412	5572924.713	4612114.425
methionine	5310795917	5157725153	5803104385	3741631335	3328278155	3204141444	6611992665	8169641740	8767943715	3152682996	3791629306	3269339550
methionine sulfoxide	3713260.07	3435039.449	3222501.661	2279007.813	2177964.152	1842879.705	3002943.203	3612225.179	3682353.223	1619511.749	2039138.855	1565328.61
methylthioadenosine	70233235.15	109742107.2	80893977.55	56886403.4	61432844.28	53057059.58	144572273.2	154026603.2	150153885.2	58584342.82	60102126.53	60828379.37
N,N-dimethylarginine	93245471.38	81799782.18	87506032.55	85624466.34	78979888.33	64320322.86	81955748.06	98081567.35	122203250.3	62950225.3	90167381.73	57509789.15
N2-gamma-glutamylglutamine	4480009.868	3627222.548	4302571.181	4429318.525	4125702.175	3298461.657	7694580.982	8406688.335	9040089.434	4301869.86	5650007.881	4056758
N6,N6,N6-trimethyllysine	77877812	62925997.23	67132541.16	132408183.8	119744633.1	107286111.4	64881623.56	80949039.29	102537773.1	111967348.5	137513792.6	108716478.2
N-acetylarginine	6213727.376	5101013.065	5512205.921	9579925.309	8465358.701	8567034.723	11241885	11730937.36	13154006.33	9401162.408	9481187.202	9244072.734
N-acetylasparagine	4999761.548	3612758.231	7347695.189	2270772.356	3266458.494	1124905.01	3085689.016	5135224.977	5773315.302	1973963.007	5079937.707	1922586.885
N-acetylaspartate	692011857.4	667569799.9	629301202.3	13905921.99	13381853.51	11963738.2	20585499.39	21369678.44	25699538.24	10166511.1	11655652.66	9079623.899
N-acetylaspartylglutamate	7100323.204	7108919.243	7175796.761	1690916.925	1524632.535	1458636.024	5788967.202	6723644.842	7152774.93	1964457.304	2057847.803	1985532.153
N-acetylhexosamine phosphate	4251545.948	4838476.864	5031673.442	3345733.111	2990263.857	2993571.405	3756715.394	4336332.996	4501019.704	3979173.119	3939986.313	4561179.216
N-acetylglutamate	61383962.8	60063178.04	59916769.91	10974893.75	10425320.66	10725382.76	44813421.2	51072868.68	53650318.15	12440498.27	12981676.69	12513635.38
N-acetylglutamine	6763005.703	7280204.592	7085176.87	1111888.522	717056.0934	962625.1657	5670719.895	5995111.54	6147247.383	1125559.34	1207642.613	886744.4111
N-acetylhistidine	273947391.1	217980867	239899952.9	142823758.1	122573983	78061362.29	202317797.6	297807975.9	429326242.7	110701477.6	225635435.2	112921279.8
N-acetylmethionine	27177115.43	25532763.49	27865467.05	19830536.37	19402854.17	19979810.01	40752834.21	43661802.78	43601507.42	24088876.72	27734778.99	24283122.58
N-acetylneuranimic acid	20317607.31	18018463.78	19590828.76	18427097.94	17484006.2	14491099.25	17877613.88	23143812.87	28552523.74	12020777.7	15700562.28	11861183.31
N-acetyltaurine	58707704.63	50954425.81	55681047.07	41869806.93	37960487.98	35180304.84	41142406.75	50370161.07	60326869.42	54629507.41	63400205.41	56862222.38
NAD	255363180.3	251507428.8	254228422.9	227337988.1	219310991.1	221058518	170127818.6	185549739	200581043.9	227572349	233697702.5	239125633.3
NADH	727077.7863	1394245.196	1645459.112	1071646.965	1027429.026	886329.685	2327579.292	1470702.857	1772335.738	1607115.774	1461584.679	767657.2913
NADP	4423338.587	4314414.45	5024836.592	3292817.379	3016566.711	3247224.19	3928552.812	5399305.453	5279625.833	3813780.641	3627672.721	3582774.676
NADPH	3522239.992	4067929.82	4031821.744	1964463.31	1768406.987	1563129.905	3899351.231	4774569.425	4615180.905	2960270.868	3088228.244	2579943.538
N-carbamoylaspartate	14702622.66	14053317.39	13939541.74	17627777.42	15671364.06	14012639.92	15260000.65	17896860.09	17595345.98	18990869.19	20044585.52	16814993.08
ophthalmate	88233678.35	90613702.63	97531269.06	5670979.516	5636213.706	5675012.89	20719429.06	22014904.19	23695202.69	10707288.98	9819603.687	11092129.75
ornithine	9922811.569	8472673.101	7288300.464	5114938.223	4652884.273	3002636.733	8885474.635	11019794.89	12769699.38	3132654.361	4721371.215	1793575.824
orotate	25959290.98	27584370.75	52653322.52	13665971.21	12290840.4	11097220.42	26075491.54	34101334.67	41550993.48	17277755.87	19829548.19	21206172.47
orotidine	22518108.95	22482864.34	22853445.64	6609385.106	6573503.484	5452514.233	13620979.12	15517533.79	14674753.81	7994168.582	8549226.281	7259161.756
oxidized glutathione	5879805.174	7868874.762	6300432.602	7214096.605	6741568.047	6544512.862	21643516.06	28684523.8	35544388.87	10406954.78	13308653.46	9733010.055
pantothenate	483331266.4	435701292	483190269	533482482.7	521164109.3	472539198.9	551112405.5	651880105.5	714352920.1	495807699.4	613290973.9	502194941.9
pentose 1,5-bisphosphate	303926.4057	371817.486	336889.5614	61657.60021	76581.11896	74976.85225	139929.8269	120441.5181	170980.7247	91721.45323	265575.1259	250897.9057
pentose phosphate	24126220.27	27992448.83	30557846.59	21401721.56	19891572.06	20706205.94	23287525.96	26486801.72	28549663.88	23559060.18	22901691.27	25317887.43
phenylalanine	8811206802	8250106007	8825633083	4906999219	4336818819	3978808005	7681585186	9710501638	11396154914	4578217290	5829022881	4811499623
phosphocholine	58131026953	58691807203	60547627896	50554737288	48520215224	47434252489	74981318700	84735582963	86197910298	62669270967	66062170458	63999913219
phosphocreatine	479072168.8	513204381.9	536533800.4	198733292.4	184192760.1	182583109.8	499908584.2	575537089.8	628544597.5	241969960.8	249214699.6	239741880
phosphoenolpyruvate	21250239.16	18094464	15783603.6	11126653.81	11319778.67	15154100.02	57916353.72	81571515.63	77886857.98	23854237.29	15369498.27	32314878.73
proline	26894005869	27594317011	27491811006	6023828373	5496339742	5328903538	25078247695	29022211680	29720304518	6199155718	6651497688	6191506335
pyridoxine	63734558.16	56430485.64	61859929.85	40597316.44	36374162.11	29443710.54	50223187.29	67389390.26	85582964.54	37196727.19	53632926.3	37707837.8
pyroglutamate	6933100485	6177565940	6869518806	4911537428	4674136715	3740941517	4800898507	6824391999	8581113428	4306618434	6305462772	4554756887
pyruvate	116391693.1	97585536.78	112747182.6	63781455.48	56511222.31	45783050.44	78742634.41	115623239.3	147295299.7	56403463.47	94368031.64	58176147.56
quinolinate	9213770.17	7465511.208	8530878.442	5242846.414	4512379.081	3627328.92	7137915.377	9239861.419	11742218.49	4422874.936	7710362.426	4393838.797
S-(2-succinyl)cysteine	269322.9879	445624.1795	291504.4537	110188677.8	111236007.2	110975877.3	793680.2527	698809.5474	895152.3161	82628971.75	79942743.45	81796513.93
S-adenosylhomocysteine	6613065.578	5229579.091	7133724.391	3386320.12	3279497.196	2876573.447	5508256.682	6321383.932	5693874.682	2967705.698	3439589.772	4626191.089
S-adenosylmethionine	318929212.5	301178936.4	309814551.6	248803300.7	242668591.4	257904358.1	337788261	355637942.3	363837853.2	262147983.8	266007998.8	283278023
SAICAR	46129.88677	27062.79257	49967.9953	2477837.882	2745879.059	2432913.314	92373.54072	53043.70264	44671.36931	2962232.467	3255233.591	3021687.258
sarcosine	31069633.11	32226584.37	36652156.84	34936829.81	31996700.6	29434136.54	29552361.33	36860771.16	31656387.84	32840726.08	35868615.81	29583037.86
sedoheptulose 7-phosphate	8879075.877	8816636.546	9657407.415	5301664.332	5148582.57	4593403.58	5430591.419	6400922.653	7100169.508	4950409.381	4973826.067	5060656.266
serine	408393107.2	423656400	440120319.7	432412504.7	399239888.9	403701585.6	407177836.3	511558175.9	508132566.8	415068304.6	474138833.4	437123400.2
S-lactoylglutathione	114970.5069	186114.8313	76390.98919	459517.411	403339.4683	543900.267	712140.1374	980701.7605	551454.8602	438007.2428	343468.8822	460258.3757
S-Succinylglutathione	905428.345	902962.4027	867641.8715	47521281.08	46086062.23	41003720.42	1322691.095	1575600.989	1516341.796	46403985.19	48464750.6	45397029.57
succinate	474916196.4	481512305.8	494235687.1	516874524.1	484251531.2	461441415.8	109110724.3	127489151.2	136499355.6	613286451.2	698635828.1	608473796.1
succinyladenosine	142207.5479	107830.1628	191912.5872	15860888.66	17106643.4	14663840.02	357109.5364	291950.3376	489169.4766	15076029.86	16211296.95	16850376.95
taurine	3630058097	3282632725	3449649082	2987942409	2768470964	2486580337	2826692758	3260107786	3678099675	3109923270	3723380200	3063243093
thiamine	923737856.5	712938387.3	826367775.5	533265270.9	446312057.6	296356118.3	651056160.3	915761882.3	1224007794	373054024.3	783764973.1	380390540.8
threonine	3832523715	3678111052	3960906694	3335833491	3115521652	2774075128	4319610380	5024603251	5372773967	3014795481	3483532940	2922203400
tryptophan	1221751049	1120249105	1255492402	645752016.8	588749813.3	504892802.9	1024096587	1316402488	1560746457	614485555.2	811806887.7	621073387.2
tyrosine	4279819729	3952938191	4318790631	2394900996	2209763762	1948584670	3865539612	4834798485	5529527379	2337855115	3000392809	2343917753
UDP	69586595.55	73474753.23	74285211.06	35283050.34	35591801.87	35818398.45	68152154.93	82079931.8	81478961.03	46143259.6	44294385.04	48946515.69
UDP-GlcNac	255890395.1	247527092.5	236910019.7	222439153.2	217048446.4	212174642.6	253256123.2	278916507.4	294735644.6	248532250	240550289.7	251543960.7
UDP-glucose	170773065.6	160955726.5	168631281.4	111666402	108596957.4	96202422.52	146358446.5	166450556.2	171653056.3	106968568.8	116179984.4	102434467.2
UMP	8301141.559	9113591.175	8663794.386	7950507.988	7561521.904	7381345.326	7132993.081	8473678.163	8024515.427	7538223.655	7705594.762	8611677.503
uric acid	38773467.44	31245959.03	35208019.47	34006222.68	29412992.22	25130473.8	63626046.03	78271471.04	100253685.1	29323909.71	48906540.45	32619647.09
uridine	4531600.584	3301064.109	3491969.028	1235886.215	1121680.463	893371.5827	2536314.328	2798962.58	3842285.681	1450229.146	1803378.842	1320192.092
UTP	131414103.6	159397267.5	162670034.8	40098315.88	40215751.94	47184127.62	170893882.9	218198571.2	221834497.5	84383278.5	71727828.01	92860955.74
valine	5717074761	5299012115	5766754427	3691923166	3329297884	2861028655	4736633989	6135066382	7106080719	3270091407	4445047830	3263040924
xanthine	86702468.72	70301072.49	80874613.95	50416385.27	45963374.67	35358929.41	52395686.29	74905726.29	99170802.79	40848016.84	74108231.04	43831853.19
xanthosine	1549844.318	1289924.985	1370347.663	823659.9477	803712.4294	465757.2941	1006592.044	1357849.102	1949862.129	639621.834	1226557.929	657969.068
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	HMDB_ID	formula	KEGG_ID	CAS
1-methylnicotinamide	HMDB0000699	C7H9N2O	C02918	1005-24-9
2/3-phosphoglycerate	HMDB0000362	C3H7O7P	C00631	2553-59-5
2-oxoglutarate	HMDB0000208	C5H6O5	C00026	328-50-7
3-phosphoserine	HMDB0000272	C3H8NO6P	C01005	407-41-0
4-hydroxyphenyllactate	HMDB0000755	C9H10O4	C03672	306-23-0
4-hydroxyphenylpyruvate	HMDB0000707	C9H8O4	C01179	156-39-8
4-hydroxyproline	HMDB0006055	C5H9NO3	C01015	618-27-9
5-formamidoimidazole-4-carboxamide ribotide	HMDB0001439	C10H15N4O9P	C04734	13018-54-7
6-phosphogluconate	HMDB0001316	C6H13O10P	C00345	53411-70-4
deoxycarnitine	HMDB0001161	C7H15NO2	C01181	407-64-7
acetyl-CoA	HMDB0001206	C23H38N7O17P3S	C00024	72-89-9
aconitate	HMDB0000072	C6H6O6	C00417	585-84-2
adenine	HMDB0000034	C5H5N5	C00147	73-24-5
adenosine	HMDB0000050	C10H13N5O4	C00212	58-61-7
adenylosuccinate	HMDB0000536	C14H18N5O11P	C03794	19046-78-7
ADP	HMDB0001341	C10H15N5O10P2	C00008	58-64-0
ADP-ribose	HMDB0001178	C15H23N5O14P2	C00301	20762-30-5
AICAR	HMDB0001517	C9H15N4O8P	C04677	3031-94-5
alanine	HMDB0000161	C3H7NO2	C00041	56-41-7
aminoimidazole ribonucleotide	HMDB0001235	C8H14N3O7P	C03373	25635-88-5
AMP	HMDB0000045	C10H14N5O7P	C00020	61-19-8
arginine	HMDB0000517	C6H14N4O2	C00062	1119-34-2
argininosuccinate	HMDB0000052	C10H18N4O6	C03406	2387-71-5
asparagine	HMDB0000168	C4H8N2O3	C00152	70-47-3
aspartate	HMDB0000191	C4H7NO4	C16433	56-84-8
ATP	HMDB0000538	C10H16N5O13P3	C00002	34369-07-8
beta-alanine	HMDB0000056	C3H7NO2	C00099	107-95-9
beta-citrylglutamate	HMDB0241915	C11H15NO10	C20775	73590-26-8
betaine	HMDB0000043	C5H11NO2	C00719	107-43-7
carnitine	HMDB0000062	C7H16NO3	C00318	541-15-1
carnitine C14	HMDB0005066	C21H41NO4		25597-07-3
carnitine C14:1	HMDB0013329	C21H39NO4		1256380-19-4
carnitine C16	HMDB0000846	C23H45NO4	C02990	2364-67-2
carnitine C16:1	HMDB0253127	C23H43NO4
carnitine C18	HMDB0000848	C25H49NO4		25597-09-5
carnitine C2	HMDB0000201	C9H17NO4	C02571	3040-38-8
carnitine C3	HMDB0000824	C10H19NO4	C03017	20064-19-1
carnitine C4	HMDB0002013	C11H21NO4	C02862	25576-40-3
carnitine C5	HMDB0013128	C12H23NO4		40225-14-7
carnitine C6	HMDB0000756	C13H25NO4		22671-29-0
carnosine	HMDB0000033	C9H14N4O3	C00386	305-84-0
CDP	HMDB0001546	C9H15N3O11P2	C00112	63-38-7
choline	HMDB0000097	C5H14NO	C00114	123-41-1
citicoline	HMDB0001413	C14H26N4O11P2	C00307	987-78-0
citrate	HMDB0000094	C6H8O7	C00158	77-92-9
citrulline	HMDB0000904	C6H13N3O3	C00327	372-75-8
CMP	HMDB0000095	C9H14N3O8P	C00055	63-37-6
CMP-acetylneuraminate	HMDB0001176	C20H31N4O16P	C00128	3063-71-6
creatine	HMDB0000064	C4H9N3O2	C00300	57-00-1
creatinine	HMDB0000562	C4H7N3O	C00791	60-27-5
CTP	HMDB0000082	C9H16N3O14P3	C00063	65-47-4
cyclic ADP-ribose	HMDB0249529	C15H21N5O13P2	C13050	119340-53-3
cyclic AMP	HMDB0000058	C10H12N5O6P	C00575	60-92-4
cystathionine	HMDB0000099	C7H14N2O4S	C02291	56-88-2
cysteate	HMDB0002757	C3H7NO5S	C00506	498-40-8
cysteinylglycine	HMDB0000078	C5H10N2O3S	C01419	19246-18-5
cytosine	HMDB0000630	C4H5N3O	C00380	71-30-7
dATP	HMDB0001532	C10H16N5O12P3	C00131	1927-31-7
dCTP	HMDB0000998	C9H16N3O13P3	C00458	2056-98-6
dihydroorotate	HMDB0003349	C5H6N2O4	C00337	5988-19-2
dihydroxyacetone phosphate	HMDB0001473	C3H7O6P	C00111	57-04-5
dTMP	HMDB0001227	C10H15N2O8P	C00364	365-07-1
dTTP	HMDB0001342	C10H17N2O14P3	C00459	365-08-2
epsilon-(gamma-glutamyl)lysine	HMDB0003869	C11H21N3O5		17105-15-6
flavin adenine dinucleotide	HMDB0001248	C27H33N9O15P2	C00016	146-14-5
fructose 6-phosphate	HMDB0000124	C6H13O9P	C00085	643-13-0
fructose bisphosphate	HMDB0001058	C6H14O12P2	C00354	488-69-7
fumarate	HMDB0000134	C4H4O4	C00122	110-17-8
gamma-glutamylalanine	HMDB0006248	C8H14N2O5	C03740	5875-41-2
gamma-glutamylcysteine	HMDB0001049	C8H14N2O5S	C00669	636-58-8
gamma-glutamylglutamate	HMDB0011737	C10H16N2O7	C05282	1116-22-9
gamma-glutamylglycine	HMDB0011667	C7H12N2O5		1948-29-4
gamma-glutamylproline	HMDB0029157	C10H16N2O5		53411-63-5
GDP	HMDB0001201	C10H15N5O11P2	C00035	146-91-8
GDP-fucose	HMDB0001095	C16H25N5O15P2	C00325	15839-70-0
GDP-glucose	HMDB0001163	C16H25N5O16P2	C00096	3123-67-9
gluconate	HMDB0000625	C6H12O7	C00257	526-95-4
glucose	HMDB0003345	C6H12O6	C00267	492-62-6
glucose 6-phosphate	HMDB0001401	C6H13O9P	C00092	56-73-5
glucuronate	HMDB0000127	C6H10O7	C00191	70021-34-0
glutamate	HMDB0000148	C5H9NO4	C00025	56-86-0
glutamine	HMDB0000641	C5H10N2O3	C00064	56-85-9
glutathione reduced	HMDB0000125	C10H17N3O6S	C00051	70-18-8
glyceraldehyde 3-phosphate	HMDB0001112	C3H7O6P	C00661	591-59-3
glycerol 3-phosphate	HMDB0000126	C3H9O6P	C00093	57-03-4
Glycerylphosphorylethanolamine	HMDB0000114	C5H14NO6P	C01233	1190-00-7
glycerylphosphorylcholine	HMDB0000086	C8H20NO6P	C00670	28319-77-9
glycine	HMDB0000123	C2H5NO2	C00037	56-40-6
glycylglycine	HMDB0011733	C4H8N2O3	C02037	556-50-3
GMP	HMDB0001397	C10H14N5O8P	C00144	85-32-5
GTP	HMDB0001273	C10H16N5O14P3	C00044	86-01-1
guanidinoacetate	HMDB0000128	C3H7N3O2	C00581	352-97-6
guanosine	HMDB0000133	C10H13N5O5	C00387	118-00-3
hippurate	HMDB0000714	C9H9NO3	C01586	495-69-2
histidine	HMDB0000177	C6H9N3O2	C00135	71-00-1
homoarginine	HMDB0000670	C7H16N4O2	C01924	156-86-5
homocitrulline	HMDB0000679	C7H15N3O3	C02427	1190-49-4
homocysteine	HMDB0000742	C4H9NO2S	C00155	454-29-5
hypotaurine	HMDB0000965	C2H7NO2S	C00519	300-84-5
hypoxanthine	HMDB0000157	C5H4N4O	C00262	68-94-0
IMP	HMDB0000175	C10H13N4O8P	C00130	131-99-7
inosine	HMDB0000195	C10H12N4O5	C00294	58-63-9
inositol	HMDB0240209	C6H12O6	C19891	643-12-9
ketoleucine	HMDB0000695	C6H10O3	C00233	816-66-0
ketovaline	HMDB0000019	C5H8O3	C00141	759-05-7
kynurenine	HMDB0000684	C10H12N2O3	C00328	2922-83-0
lactate	HMDB0000190	C3H6O3	C01432	79-33-4
leucine+isoleucine	HMDB0000172	C6H13NO2	C00407	73-32-5
lysine	HMDB0000182	C6H14N2O2	C00047	56-87-1
malate	HMDB0031518	C4H6O5	C00497	636-61-3
malonate	HMDB0000691	C3H4O4	C00383	141-82-2
methionine	HMDB0000696	C5H11NO2S	C00073	63-68-3
methionine sulfoxide	HMDB0002005	C5H11NO3S	C02989 	3226-65-1
methylthioadenosine	HMDB0001173	C11H15N5O3S	C00170	2457-80-9
N,N-dimethylarginine	HMDB0001539	C8H18N4O2	C03626	30315-93-6
N2-gamma-glutamylglutamine	HMDB0011738	C10H17N3O6	C05283	10148-81-9
N6,N6,N6-trimethyllysine	HMDB0001325	C9H20N2O2	C03793	19253-88-4
N-acetylarginine	HMDB0004620	C8H16N4O3		155-84-0
N-acetylasparagine	HMDB0006028	C6H10N2O4		4033-40-3
N-acetylaspartate	HMDB0000812	C6H9NO5	C01042	997-55-7
N-acetylaspartylglutamate	HMDB0001067	C11H16N2O8	C12270	3106-85-2
N-acetylhexosamine phosphate	HMDB0002817	C8H16NO9P	C00357 	18191-20-3
N-acetylglutamate	HMDB0001138	C7H11NO5	C00624	1188-37-0
N-acetylglutamine	HMDB0006029	C7H12N2O4		2490-97-3
N-acetylhistidine	HMDB0032055	C8H11N3O3	C02997	2497-02-1
N-acetylmethionine	HMDB0011745	C7H13NO3S	C02712	65-82-7
N-acetylneuranimic acid	HMDB0000230	C11H19NO9	C00270	131-48-6
N-acetyltaurine	HMDB0240253	C4H9NO4S		19213-70-8
NAD	HMDB0000902	C21H27N7O14P2	C00003	53-84-9
NADH	HMDB0001487	C21H29N7O14P2	C00004	58-68-4
NADP	HMDB0000217	C21H28N7O17P3	C00006	53-59-8
NADPH	HMDB0000221	C21H30N7O17P3	C00005	53-57-6
N-carbamoylaspartate	HMDB0000828	C5H8N2O5	C00438	13184-27-5
ophthalmate	HMDB0005765	C11H19N3O6	C21016	495-27-2
ornithine	HMDB0000214	C5H12N2O2	C00077	3184-13-2
orotate	HMDB0000226	C5H4N2O4	C00295	65-86-1
orotidine	HMDB0000788	C10H12N2O8	C01103	314-50-1
oxidized glutathione	HMDB0003337	C20H32N6O12S2	C00127	27025-41-8
pantothenate	HMDB0000210	C9H17NO5	C00864	137-08-6
pentose 1,5-bisphosphate	HMDB0011688	C5H12O11P2	C01151	14689-84-0
pentose phosphate	HMDB0001548	C5H11O8P	C00117 	4300-28-1
phenylalanine	HMDB0000159	C9H11NO2	C02057	63-91-2
phosphocholine	HMDB0001565	C5H14NO4P	C00588	3616-04-4
phosphocreatine	HMDB0001511	C4H10N3O5P	C02305	67-07-2
phosphoenolpyruvate	HMDB0000263	C3H5O6P	C00074	138-08-9
proline	HMDB0000162	C5H9NO2	C16435	147-85-3
pyridoxine	HMDB0000239	C8H11NO3	C00314	65-23-6
pyroglutamate	HMDB0000267	C5H7NO3	C01879	98-79-3
pyruvate	HMDB0000243	C3H4O3	C00022	127-17-3
quinolinate	HMDB0000232	C7H5NO4	C03722	89-00-9
S-(2-succinyl)cysteine		C7H11NO6S		547764-73-8
S-adenosylhomocysteine	HMDB0000939	C14H20N6O5S	C00021	979-92-0
S-adenosylmethionine	HMDB0001185	C15H22N6O5S	C00019	485-80-3
SAICAR	HMDB0000797	C13H19N4O12P	C04823	3031-95-6
sarcosine	HMDB0000271	C3H7NO2	C00213	107-97-1
sedoheptulose 7-phosphate	HMDB0258206	C7H15O10P	C05382	2646-35-7
serine	HMDB0000187	C3H7NO3	C00065	56-45-1
S-lactoylglutathione	HMDB0001066	C13H21N3O8S	C03451	25138-66-3
S-Succinylglutathione		C14H21N3O9S	C03174	50409-82-0
succinate	HMDB0000254	C4H6O4	C00042	110-15-6
succinyladenosine	HMDB0000912	C14H17N5O8		4542-23-8
taurine	HMDB0000251	C2H7NO3S	C00245	107-35-7
thiamine	HMDB0000235	C12H17N4OS	C00378	67-03-8
threonine	HMDB0000167	C4H9NO3	C00188	72-19-5
tryptophan	HMDB0000929	C11H12N2O2	C00078	73-22-3
tyrosine	HMDB0000158	C9H11NO3	C01536	60-18-4
UDP	HMDB0000295	C9H14N2O12P2	C00015	58-98-0
UDP-GlcNac	HMDB0000290	C17H27N3O17P2	C00043	528-04-1
UDP-glucose	HMDB0000286	C15H24N2O17P2	C00029	133-89-1
UMP	HMDB0000288	C9H13N2O9P	C00105	58-97-9
uric acid	HMDB0000289	C5H4N4O3	C00366	69-93-2
uridine	HMDB0000296	C9H12N2O6	C00299	58-96-8
UTP	HMDB0000285	C9H15N2O15P3	C00075	63-39-8
valine	HMDB0000883	C5H11NO2	C16436	72-18-4
xanthine	HMDB0000292	C5H4N4O2	C00385	69-89-6
xanthosine	HMDB0000299	C10H12N4O6	C01762	146-80-5
METABOLITES_END
#END