#METABOLOMICS WORKBENCH J_aldana11_20231023_073929 DATATRACK_ID:4414 STUDY_ID:ST002959 ANALYSIS_ID:AN004860 PROJECT_ID:PR001841
VERSION             	1
CREATED_ON             	November 2, 2023, 5:50 pm
#PROJECT
PR:PROJECT_TITLE                 	Transcriptional regulation of amino acid metabolism by KDM2B
PR:PROJECT_SUMMARY               	Epigenetic and metabolic alterations in cancer cells are intertwined. The
PR:PROJECT_SUMMARY               	concentration of metabolites can influence the activity of chromatin modifiers,
PR:PROJECT_SUMMARY               	which in turn can act as metabolic sensors that translate changes in cellular
PR:PROJECT_SUMMARY               	metabolism to transcriptional reprogramming. In the present study, we
PR:PROJECT_SUMMARY               	investigated the role of histone demethylase KDM2B in the metabolic
PR:PROJECT_SUMMARY               	reprogramming of the triple-negative breast cancer (TNBC), in which KDM2B is
PR:PROJECT_SUMMARY               	selectively expressed at high levels. Knockdown of KDM2B in TNBC cell lines
PR:PROJECT_SUMMARY               	reduced their proliferation rate and tumor growth in vivo. Transcriptomic,
PR:PROJECT_SUMMARY               	proteomic, and metabolomic profiling demonstrated that the Serine-Glycine
PR:PROJECT_SUMMARY               	pathway and One Carbon metabolism (SGOC) and other amino acid biosynthetic and
PR:PROJECT_SUMMARY               	catabolic processes are downregulated by the knockdown of KDM2B. Additionally,
PR:PROJECT_SUMMARY               	we see reduction of metabolites produced via these pathways (purines,
PR:PROJECT_SUMMARY               	pyrimidines, formate, glutathione and NADPH). Importantly, the expression of the
PR:PROJECT_SUMMARY               	enzymes involved in the SGOC metabolic pathway (e.g. PHGDH, PSAT1, PSPH, SHMT2,
PR:PROJECT_SUMMARY               	MTHFD1L, MTHFD2 and DHFR) depends on c-MYC, NRF2, and ATF4 which our data show
PR:PROJECT_SUMMARY               	that they are under the positive regulatory control of KDM2B. The epistatic
PR:PROJECT_SUMMARY               	relationship between these factors, with the expression of the enzymes of the
PR:PROJECT_SUMMARY               	SGOC pathway and the effects of the KDM2B knockdown on chromatin occupancy and
PR:PROJECT_SUMMARY               	accessibility of the promoters of these factors is in progress and will be
PR:PROJECT_SUMMARY               	presented. Analysis of TCGA data showed positive and statistically significant
PR:PROJECT_SUMMARY               	correlations between KDM2B and the SGOC gene signature in TNBC patients. In
PR:PROJECT_SUMMARY               	addition, the metabolic pathway signature that distinguishes control and
PR:PROJECT_SUMMARY               	shKDM2B-transduced cells corresponds to the metabolic signature of a subset of
PR:PROJECT_SUMMARY               	TNBCs, which have been reported to carry poor prognosis. The present study
PR:PROJECT_SUMMARY               	highlights the role of the epigenetic factor KDM2B as an upstream regulator of
PR:PROJECT_SUMMARY               	the metabolic reprogramming of TNBC.
PR:INSTITUTE                     	The Ohio State University
PR:LAST_NAME                     	Aldana
PR:FIRST_NAME                    	Julian
PR:ADDRESS                       	460 W 12th Ave, Columbus, OH
PR:EMAIL                         	aldanaaroca.1@osu.edu
PR:PHONE                         	6142180748
#STUDY
ST:STUDY_TITLE                   	Transcriptional regulation of amino acid metabolism by KDM2B
ST:STUDY_SUMMARY                 	Epigenetic and metabolic alterations in cancer cells are intertwined. The
ST:STUDY_SUMMARY                 	concentration of metabolites can influence the activity of chromatin modifiers,
ST:STUDY_SUMMARY                 	which in turn can act as metabolic sensors that translate changes in cellular
ST:STUDY_SUMMARY                 	metabolism to transcriptional reprogramming. In the present study, we
ST:STUDY_SUMMARY                 	investigated the role of histone demethylase KDM2B in the metabolic
ST:STUDY_SUMMARY                 	reprogramming of the triple-negative breast cancer (TNBC), in which KDM2B is
ST:STUDY_SUMMARY                 	selectively expressed at high levels. Knockdown of KDM2B in TNBC cell lines
ST:STUDY_SUMMARY                 	reduced their proliferation rate and tumor growth in vivo. Transcriptomic,
ST:STUDY_SUMMARY                 	proteomic, and metabolomic profiling demonstrated that the Serine-Glycine
ST:STUDY_SUMMARY                 	pathway and One Carbon metabolism (SGOC) and other amino acid biosynthetic and
ST:STUDY_SUMMARY                 	catabolic processes are downregulated by the knockdown of KDM2B. Additionally,
ST:STUDY_SUMMARY                 	we see reduction of metabolites produced via these pathways (purines,
ST:STUDY_SUMMARY                 	pyrimidines, formate, glutathione and NADPH). Importantly, the expression of the
ST:STUDY_SUMMARY                 	enzymes involved in the SGOC metabolic pathway (e.g. PHGDH, PSAT1, PSPH, SHMT2,
ST:STUDY_SUMMARY                 	MTHFD1L, MTHFD2 and DHFR) depends on c-MYC, NRF2, and ATF4 which our data show
ST:STUDY_SUMMARY                 	that they are under the positive regulatory control of KDM2B. The epistatic
ST:STUDY_SUMMARY                 	relationship between these factors, with the expression of the enzymes of the
ST:STUDY_SUMMARY                 	SGOC pathway and the effects of the KDM2B knockdown on chromatin occupancy and
ST:STUDY_SUMMARY                 	accessibility of the promoters of these factors is in progress and will be
ST:STUDY_SUMMARY                 	presented. Analysis of TCGA data showed positive and statistically significant
ST:STUDY_SUMMARY                 	correlations between KDM2B and the SGOC gene signature in TNBC patients. In
ST:STUDY_SUMMARY                 	addition, the metabolic pathway signature that distinguishes control and
ST:STUDY_SUMMARY                 	shKDM2B-transduced cells corresponds to the metabolic signature of a subset of
ST:STUDY_SUMMARY                 	TNBCs, which have been reported to carry poor prognosis. The present study
ST:STUDY_SUMMARY                 	highlights the role of the epigenetic factor KDM2B as an upstream regulator of
ST:STUDY_SUMMARY                 	the metabolic reprogramming of TNBC.
ST:INSTITUTE                     	The Ohio State University
ST:LAST_NAME                     	Aldana
ST:FIRST_NAME                    	Julian
ST:ADDRESS                       	460 W 12th Ave, Columbus, OH
ST:EMAIL                         	aldanaaroca.1@osu.edu
ST:PHONE                         	6142180748
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
SU:GENDER                        	Female
#SUBJECT_SAMPLE_FACTORS:         	SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Raw file names and additional sample data
SUBJECT_SAMPLE_FACTORS           	-	POS_EV1_1	Genotype:Empty vector	RAW_FILE_NAME=POS_EV1_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV1_2	Genotype:Empty vector	RAW_FILE_NAME=POS_EV1_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV1_3	Genotype:Empty vector	RAW_FILE_NAME=POS_EV1_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV2_1	Genotype:Empty vector	RAW_FILE_NAME=POS_EV2_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV2_2	Genotype:Empty vector	RAW_FILE_NAME=POS_EV2_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV2_3	Genotype:Empty vector	RAW_FILE_NAME=POS_EV2_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV3_1	Genotype:Empty vector	RAW_FILE_NAME=POS_EV3_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV3_2	Genotype:Empty vector	RAW_FILE_NAME=POS_EV3_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV3_3	Genotype:Empty vector	RAW_FILE_NAME=POS_EV3_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV4_1	Genotype:Empty vector	RAW_FILE_NAME=POS_EV4_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV4_2	Genotype:Empty vector	RAW_FILE_NAME=POS_EV4_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_EV4_3	Genotype:Empty vector	RAW_FILE_NAME=POS_EV4_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH1_1	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH1_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH1_2	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH1_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH1_3	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH1_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH2_1	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH2_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH2_2	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH2_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH2_3	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH2_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH3_1	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH3_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH3_2	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH3_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH3_3	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH3_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH4_1	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH4_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH4_2	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH4_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	POS_SH4_3	Genotype:shKDM2B	RAW_FILE_NAME=POS_SH4_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV1_1	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV1_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV1_2	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV1_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV1_3	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV1_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV2_1	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV2_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV2_2	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV2_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV2_3	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV2_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV3_1	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV3_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV3_2	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV3_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV3_3	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV3_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV4_1	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV4_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV4_2	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV4_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_EV4_3	Genotype:Empty vector	RAW_FILE_NAME=NEG_EV4_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH1_1	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH1_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH1_2	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH1_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH1_3	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH1_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH2_1	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH2_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH2_2	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH2_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH2_3	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH2_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH3_1	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH3_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH3_2	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH3_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH3_3	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH3_3.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH4_1	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH4_1.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH4_2	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH4_2.mzML
SUBJECT_SAMPLE_FACTORS           	-	NEG_SH4_3	Genotype:shKDM2B	RAW_FILE_NAME=NEG_SH4_3.mzML
#COLLECTION
CO:COLLECTION_SUMMARY            	70% confluent cultures of control and shKDM2B MDA-MB-231 cells (four biological
CO:COLLECTION_SUMMARY            	replicates) were first washed rapidly three times with PBS at room temperature.
CO:SAMPLE_TYPE                   	Breast cancer cells
CO:STORAGE_CONDITIONS            	-80℃
#TREATMENT
TR:TREATMENT_SUMMARY             	shRNAs in the pLKO-puro lentiviral vector, were packaged in Lenti-X 293T Cells
TR:TREATMENT_SUMMARY             	(Takara Bio, Cat. 632180) by transient transfection, in combination with the
TR:TREATMENT_SUMMARY             	packaging constructs psPax2 (Addgene, Cat. 12260) and pMD2.G (Addgene, Cat.
TR:TREATMENT_SUMMARY             	12259). Transfections were carried out using the Lipofectamine 3000 Transfection
TR:TREATMENT_SUMMARY             	Reagent (Thermo Fisher Scientific, Cat. L3000015) and the Opti-MEM Reduced Serum
TR:TREATMENT_SUMMARY             	Medium (Fisher Scientific, Cat. 31–985-070), according to the manufacturer’s
TR:TREATMENT_SUMMARY             	protocol. The supernatants were collected 48h and 72h after the transfection.
TR:TREATMENT_SUMMARY             	MDA-MB-231 and MDA-MB-468 cells were infected with the viral supernatants, in
TR:TREATMENT_SUMMARY             	the presence of 8 μg/mL polybrene (Millipore-Sigma, Cat. 107689). Infected
TR:TREATMENT_SUMMARY             	cells were selected with puromycin for 48h (Gibco, Cat. A11138) (10 μg/mL).
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	1.5–2×106 cells per sample were treated with ice-cold methanol (80% v/v) and
SP:SAMPLEPREP_SUMMARY            	they were snap frozen via submergence into liquid Nitrogen for 30 seconds.
SP:SAMPLEPREP_SUMMARY            	Subsequently, they were placed on dry ice and allowed to thaw. This step was
SP:SAMPLEPREP_SUMMARY            	repeated three times with 10 second vortex-mixing between cycles. At the end,
SP:SAMPLEPREP_SUMMARY            	the samples were centrifuged at 11,500 g for 10 min at 4 °C, and the
SP:SAMPLEPREP_SUMMARY            	supernatants were collected, lyophilized overnight (~14 h) and stored at −80
SP:SAMPLEPREP_SUMMARY            	°C.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Agilent 1290 Infinity
CH:COLUMN_NAME                   	Agilent InfityLab Poroshell 120 SB-C18 (100 x 2.1mm, 2.7um)
CH:SOLVENT_A                     	Water with 0.1 % formic acid
CH:SOLVENT_B                     	Methanol with 0.1 % formic acid
CH:FLOW_GRADIENT                 	0 min, 5%B; 15 min 95%B; 16 min 95%B; 17 min 5%, 25 min 5%B
CH:FLOW_RATE                     	0.2 mL/min
CH:COLUMN_TEMPERATURE            	40
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Agilent 6545 QTOF
MS:INSTRUMENT_TYPE               	QTOF
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	NEGATIVE
MS:MS_COMMENTS                   	ESI configuration included a mass range from 100 to 1,200 m/z, full scan mode at
MS:MS_COMMENTS                   	a scan rate of 2 scans per second, 3000V of capillary, 10 L/min of nebulizer gas
MS:MS_COMMENTS                   	flow and 300 °C of gas temperature. MS/MS data were collected in data dependent
MS:MS_COMMENTS                   	acquisition (DDA) mode with a scan rate of 5 spectra/sec and dynamic exclusion
MS:MS_COMMENTS                   	of 30 seconds for precursor ion selection and fragmentation, using 10 to 30 V.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	Relative intensity
MS_METABOLITE_DATA_START
Samples	NEG_EV1_1	NEG_EV1_2	NEG_EV1_3	NEG_EV2_1	NEG_EV2_2	NEG_EV2_3	NEG_EV3_1	NEG_EV3_2	NEG_EV3_3	NEG_EV4_1	NEG_EV4_2	NEG_EV4_3	NEG_SH1_1	NEG_SH1_2	NEG_SH1_3	NEG_SH2_1	NEG_SH2_2	NEG_SH2_3	NEG_SH3_1	NEG_SH3_2	NEG_SH3_3	NEG_SH4_1	NEG_SH4_2	NEG_SH4_3
Factors	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:Empty vector	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B	Genotype:shKDM2B
2-Hydroxyglutarate	15674034.05	17920917.23	17237428.62	19150508.32	17495722.06	17295941.92	18799717.23	18298544.73	16661144.58	16550042.43	16170260.64	17129039.93	7636941.684	6652542.433	5766936	7538148.865	8488097.194	7168297.497	7353223.181	5696445.449	7264394.02	8381203.124	8644135.254	8011376.923
2,5-Furandicarboxylic acid	1056575.082	1521219.856	1455962.459	1220295.922	1682773.287	1607608.332	1392351.315	1636229.44	1479522.457	1235408.721	1351003.168	1363450.512	1415653.024	1760646.826	1772753.869	1717311.548	2097940.963	1867425.254	1655817.466	1691079.085	1594324.697	1790000	1935478.854	1689650.74
8-Hydroxyguanine	1069332.52	956910.3746	853797.2294	1069321.708	976824.5056	920754.3075	847436.0803	863708.0101	812835.0395	886822.3908	841263.039	940185.757	2831105.304	2911063.323	2463125	2369192.443	2647276.701	2452576.127	2515720.412	2706689.558	2241200.349	2853876.628	2775229.785	2980069.699
Acetylcysteine	1052954.523	1178403.682	1149575.624	1516744.067	1603877.724	1549390.639	1245900.595	1476872.116	1305827.912	1794669.791	1779312.72	1615149.142	3190131.877	3000357.874	2327295.605	2259841.276	2366016.306	2290900.752	2315333.541	2333756.821	2352180.101	2305586.111	2705509.286	3105432.46
CDP-4-dehydro-6-deoxy-D-glucose	2981551.13	2547369.444	3275651.606	4392995.068	4418617.472	4630363.257	3132330.419	3113938.985	3249873.615	2950894.3	3442874.626	3450354.301	1204257.922	1244141.574	1305264	1267064.056	1275396.384	1245885.376	1211273.624	1294267.73	1422780.349	1169452.07	1413055.81	1120933.358
Cytidine	2984361.197	3128694.446	3208912.286	3707228.116	3871746.669	3496348.545	3380188.543	3643337.554	3977506.885	3488702.693	3312136.8	3389414.889	2445893.453	2798322.445	2388689.415	2976673.35	2229569.706	2914543.443	2389839.642	2525541.691	289543.563	2630684.894	2657573.77	2884234.675
D-Erythrose 4-phosphate	1979313.849	1798588.581	1689787.596	2337910.275	2239899.459	2009551.12	1824771.097	1811709.436	1576841.412	2011679.273	1898143.009	1939939.658	1491711.377	1248894.138	1262255	1240276.005	1210385.167	917070.2903	1034647.068	1112579.797	851338.7851	872960.4273	798957.3961	887852.7739
D-Glyceraldehyde 3-phosphate	1024841.048	869606.6833	938574.1126	1339961.717	1236577.751	835197.5349	929103.7662	701987.2263	487992.4818	1039198.311	1034403.915	937656.6528	0	0	0	0	0	0	0	0	0	418109.2873	0	0
Fructose 2,6-diphosphate	8390553.461	9418462.11	9710006.385	14015733.49	12978690.39	14108850.66	9044781.351	7811046.064	8484761.483	8510352.28	9348788.006	9092534.132	7279351.765	7753986.061	6892859	7285335.325	6663625.546	6445611.983	8869165.79	7408327.219	7937901.525	6544685.045	8502357.614	7063785.029
Glutathione	10487272.46	10845279.34	11203286.22	8232037.466	9066569.357	11080785.02	8195153.133	9624432.723	10801623.65	10536740.36	10868940.89	9982085.899	2878233.628	3615463.436	3666855	2553531.532	3313740.304	4104879.236	2516283.481	3423923.441	3385742.695	2402054.138	3144616.136	3247264.981
Guanine	2483878.263	3042439.712	2998848.051	3413739.224	3536560.12	3486723.848	3168799.544	3534255.591	3550853.897	3198523.948	3428352.126	3319171.895	2484615.512	2717345.329	2679744.22	2839288.426	2952400.362	3300565.566	2338628.793	2348310.695	2722187.583	2010000	2509237.408	2710481.396
Guanosine	600360.8171	754897.0142	834931.5125	781193.7181	925699.1009	976289.3383	977095.5759	1005951.284	948239.8678	850793.1179	844048.9713	860659.8235	795268.9902	758776.1678	831761.8125	759492.7913	824231.2756	938696.0164	841968.9424	867923.552	816014.3327	685712.9041	789934.7411	852932.0808
Lactose 6-phosphate	859517.4076	1045063.965	1107713.891	2831584.871	2721407.983	2621064.002	1581615.384	1535513.498	1493725.741	2016105.374	2100803.038	1894077.78	589427.7261	548349.1425	554736.1875	625283.4331	664645.1141	687975.4826	468059.444	497383.558	497758.6199	440230.3784	527533.2084	469278.6913
N2-Citryl-N6-acetyl-N6-hydroxy-L-lysine	6006662.493	5114417.685	4067101.43	5963862.188	5688060.775	4392601.548	4513976.214	5126563.774	4284209.964	4631600.792	4387876.42	4712873.342	765177.3218	940647.3762	673537.8125	816562.627	829740.2002	642936.3068	648558.2561	706098.0767	594855.472	759890.6976	793822.9923	854054.4111
Oxoglutaric acid	651554.6339	909595.3778	780575.0059	1173955.57	1347586.738	1357535.924	1000267.377	945377.01	1020805.955	922325.6888	1133099.432	1044080.268	0	0	0	0	0	0	0	0	0	0	0	0
S-Lactoylglutathione	1969222.173	1969312.06	1970031.156	1813455.458	2060324.546	2487890.003	1489607.3	1975625.02	1962819.327	1843920.74	2120134.993	1957852.449	610398.6135	548395.026	702504.8355	574898.3328	591767.8473	765962.6895	673103.149	607660.7671	564070.6562	613014.84	635929.9915	519793.261
Thymidine	512476.5333	509427.7261	499246.324	510768.332	507979.7289	511214.986	513422.7859	529843.009	498895.068	530464.977	494488.0896	518788.0987	1093075.569	892238.1259	961335.875	1338523.445	1341182.27	1543239.11	1166942.737	1476666.852	1357213.402	1087485.481	950553.7545	919708.5757
Thymidine-5'-monophosphate	1058460.633	1105509.752	1199146.859	2119437.773	2186738.194	2535367.039	1835107.609	1396192.359	1475434	1924712.829	1817719.066	1586112.142	0	0	0	0	0	0	0	0	0	0	0	0
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Match	HMDB	PubChem	KEGG
2-Hydroxyglutarate	2-Hydroxyglutarate	HMDB0059655	43	C02630
2,5-Furandicarboxylic acid	2,5-Furandicarboxylic acid	HMDB0004812	76720	C20450
8-Hydroxyguanine	8-Hydroxyguanine	HMDB0002032	65154	C20155
Acetylcysteine	Acetylcysteine	HMDB0001890	12035	C06809
CDP-4-dehydro-6-deoxy-D-glucose	CDP-4-dehydro-6-deoxy-D-glucose	METPA0151	NA	C01219
Cytidine	Cytidine	HMDB0000089	6253	C00475
D-Erythrose 4-phosphate	D-Erythrose 4-phosphate	HMDB0001321	122357	C00279
D-Glyceraldehyde 3-phosphate	D-Glyceraldehyde 3-phosphate	HMDB0001112	729	C00118
Fructose 2,6-diphosphate	D-Fructose 2,6-bisphosphate	HMDB0001047	105021	C00665
Glutathione	Glutathione	HMDB0062697	745	C00051
Guanine	Guanine	HMDB0000132	764	C00242
Guanosine	Guanosine	HMDB0000133	6802	C00387
Lactose 6-phosphate	Lactose 6-phosphate	HMDB0006789	440654	C05396
N2-Citryl-N6-acetyl-N6-hydroxy-L-lysine	N2-Citryl-N6-acetyl-N6-hydroxy-L-lysine	NA	163312071	C20333
Oxoglutaric acid	Oxoglutaric acid	HMDB0000208	51	C00026
S-Lactoylglutathione	S-Lactoylglutathione	HMDB0001066	440018	C03451
Thymidine	Thymidine	HMDB0000273	5789	C00214
Thymidine-5'-monophosphate	5-Thymidylic acid	HMDB0001227	9700	C00364
METABOLITES_END
#END