#METABOLOMICS WORKBENCH Lu_Group_20220325_061043 DATATRACK_ID:3140 STUDY_ID:ST002130 ANALYSIS_ID:AN003483 PROJECT_ID:PR001349
VERSION             	1
CREATED_ON             	April 6, 2022, 7:17 pm
#PROJECT
PR:PROJECT_TITLE                 	Discovery and characterization of virulence associated functional metabolites in
PR:PROJECT_TITLE                 	Escherichia coli based on functional metabolomics strategy
PR:PROJECT_SUMMARY               	Discovery and characterization of virulence associated functional metabolites in
PR:PROJECT_SUMMARY               	Escherichia coli based on functional metabolomics strategy
PR:INSTITUTE                     	Shanghai Center for Systems Biomedicine, Shanghai Jiaotong University
PR:LAST_NAME                     	Lu
PR:FIRST_NAME                    	Haitao
PR:ADDRESS                       	800 Dongchuan RD. Minhang District, Shanghai, Shanghai, 200240, China
PR:EMAIL                         	haitao.lu@sjtu.edu.cn
PR:PHONE                         	15221478139
#STUDY
ST:STUDY_TITLE                   	Discovery and characterization of virulence associated functional metabolites in
ST:STUDY_TITLE                   	Escherichia coli based on functional metabolomics strategy(pellets
ST:STUDY_TITLE                   	metabolomics-1)
ST:STUDY_SUMMARY                 	Bacterial metabolites are substrates of virulence factors of uropathogenic
ST:STUDY_SUMMARY                 	Escherichia coli (UPEC), but the mechanism underlying the role of functional
ST:STUDY_SUMMARY                 	metabolites in bacterial virulence from the perspective of small molecular
ST:STUDY_SUMMARY                 	metabolism is unclear. In the present study, we used a strategy of functional
ST:STUDY_SUMMARY                 	metabolomics integrated with bacterial genetics in attempt to decipher the
ST:STUDY_SUMMARY                 	mechanism of virulence formation in Escherichia coli (E. coli) from the
ST:STUDY_SUMMARY                 	viewpoint of small molecule metabolism. We identified the virulence-associated
ST:STUDY_SUMMARY                 	metabolome via analysis of the primary metabolome of the pathogenic UTI89 strain
ST:STUDY_SUMMARY                 	and the non-pathogenic MG1655 strain. Then, the iron-mediated virulence
ST:STUDY_SUMMARY                 	associated metabolome was identified by an iron fishing strategy. Also, the
ST:STUDY_SUMMARY                 	mechanism of siderophores in regulating pathogenicity in different environments
ST:STUDY_SUMMARY                 	was explored by investigating the effect of iron on siderophore biosynthesis.
ST:STUDY_SUMMARY                 	Finally, by knocking out genes related to siderophore biosynthesis, siderophore
ST:STUDY_SUMMARY                 	transport and iron utilization, siderophores dependent iron-regulating virulence
ST:STUDY_SUMMARY                 	associated metabolome, including 18 functional metabolites, was identified and
ST:STUDY_SUMMARY                 	verified to be involved in the regulation of bacterial virulence. Based on this
ST:STUDY_SUMMARY                 	we found that these functional metabolites regulated the virulence of E. coli by
ST:STUDY_SUMMARY                 	targeting multiple metabolic pathways in an iron-siderophores dependent manner.
ST:STUDY_SUMMARY                 	Moreover, a quantitative proteomics approach was implemented to further
ST:STUDY_SUMMARY                 	elucidate the mechanism of functional metabolites and functional proteins in
ST:STUDY_SUMMARY                 	modulating bacterial virulence. And our findings demonstrated that functional
ST:STUDY_SUMMARY                 	proteins regulated the virulence of E. coli by mediating iron binding,
ST:STUDY_SUMMARY                 	iron-siderophore transmembrane transport, and the biosynthesis and expression of
ST:STUDY_SUMMARY                 	functional metabolites. Interestingly, we found that functional metabolites
ST:STUDY_SUMMARY                 	enhance the virulence of E. coli by specifically modulating the key metabolic
ST:STUDY_SUMMARY                 	pathways involved in purine metabolism, proline metabolism, arginine metabolism
ST:STUDY_SUMMARY                 	and pyrimidine metabolism. Taken together, our study identified for the first
ST:STUDY_SUMMARY                 	time 18 functional metabolites regulating the of E. coli virulence, greatly
ST:STUDY_SUMMARY                 	enriching our understanding of the mechanism of functional metabolites that
ST:STUDY_SUMMARY                 	regulate the E. coli virulence by targeting primary metabolism, which will
ST:STUDY_SUMMARY                 	largely contribute to the development of new strategies to target
ST:STUDY_SUMMARY                 	virulence-based diagnosis and therapy of infections caused by different
ST:STUDY_SUMMARY                 	pathogens.
ST:INSTITUTE                     	Shanghai Center for Systems Biomedicine, Shanghai Jiaotong University
ST:LAST_NAME                     	Lu
ST:FIRST_NAME                    	Haitao
ST:ADDRESS                       	800 Dongchuan RD. Minhang District, Shanghai, Shanghai, 200240, China
ST:EMAIL                         	haitao.lu@sjtu.edu.cn
ST:PHONE                         	15221478139
#SUBJECT
SU:SUBJECT_TYPE                  	Bacteria
SU:SUBJECT_SPECIES               	Escherichia coli
SU:TAXONOMY_ID                   	562
#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           	-	WT-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=WT-0-1P
SUBJECT_SAMPLE_FACTORS           	-	WT-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=WT-0-2P
SUBJECT_SAMPLE_FACTORS           	-	WT-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=WT-0-3P
SUBJECT_SAMPLE_FACTORS           	-	WT-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=WT-0-4P
SUBJECT_SAMPLE_FACTORS           	-	WT-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=WT-0-5P
SUBJECT_SAMPLE_FACTORS           	-	WT-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=WT-0-6P
SUBJECT_SAMPLE_FACTORS           	-	WT-10-1P	Treatment:10 μM iron supplementation	RAW_FILE_NAME=WT-10-1P
SUBJECT_SAMPLE_FACTORS           	-	WT-10-2P	Treatment:10 μM iron supplementation	RAW_FILE_NAME=WT-10-2P
SUBJECT_SAMPLE_FACTORS           	-	WT-10-3P	Treatment:10 μM iron supplementation	RAW_FILE_NAME=WT-10-3P
SUBJECT_SAMPLE_FACTORS           	-	WT-10-4P	Treatment:10 μM iron supplementation	RAW_FILE_NAME=WT-10-4P
SUBJECT_SAMPLE_FACTORS           	-	WT-10-5P	Treatment:10 μM iron supplementation	RAW_FILE_NAME=WT-10-5P
SUBJECT_SAMPLE_FACTORS           	-	WT-10-6P	Treatment:10 μM iron supplementation	RAW_FILE_NAME=WT-10-6P
SUBJECT_SAMPLE_FACTORS           	-	MG1655-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=MG1655-0-1P
SUBJECT_SAMPLE_FACTORS           	-	MG1655-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=MG1655-0-2P
SUBJECT_SAMPLE_FACTORS           	-	MG1655-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=MG1655-0-3P
SUBJECT_SAMPLE_FACTORS           	-	MG1655-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=MG1655-0-4P
SUBJECT_SAMPLE_FACTORS           	-	MG1655-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=MG1655-0-5P
SUBJECT_SAMPLE_FACTORS           	-	MG1655-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=MG1655-0-6P
SUBJECT_SAMPLE_FACTORS           	-	ybtS-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=ybtS-0-1P
SUBJECT_SAMPLE_FACTORS           	-	ybtS-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=ybtS-0-2P
SUBJECT_SAMPLE_FACTORS           	-	ybtS-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=ybtS-0-3P
SUBJECT_SAMPLE_FACTORS           	-	ybtS-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=ybtS-0-4P
SUBJECT_SAMPLE_FACTORS           	-	ybtS-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=ybtS-0-5P
SUBJECT_SAMPLE_FACTORS           	-	ybtS-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=ybtS-0-6P
SUBJECT_SAMPLE_FACTORS           	-	BS-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=BS-0-1P
SUBJECT_SAMPLE_FACTORS           	-	BS-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=BS-0-2P
SUBJECT_SAMPLE_FACTORS           	-	BS-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=BS-0-3P
SUBJECT_SAMPLE_FACTORS           	-	BS-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=BS-0-4P
SUBJECT_SAMPLE_FACTORS           	-	BS-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=BS-0-5P
SUBJECT_SAMPLE_FACTORS           	-	BS-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=BS-0-6P
SUBJECT_SAMPLE_FACTORS           	-	entB-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=entB-0-1P
SUBJECT_SAMPLE_FACTORS           	-	entB-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=entB-0-2P
SUBJECT_SAMPLE_FACTORS           	-	entB-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=entB-0-3P
SUBJECT_SAMPLE_FACTORS           	-	entB-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=entB-0-4P
SUBJECT_SAMPLE_FACTORS           	-	entB-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=entB-0-5P
SUBJECT_SAMPLE_FACTORS           	-	entB-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=entB-0-6P
SUBJECT_SAMPLE_FACTORS           	-	iroA-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=iroA-0-1P
SUBJECT_SAMPLE_FACTORS           	-	iroA-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=iroA-0-2P
SUBJECT_SAMPLE_FACTORS           	-	iroA-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=iroA-0-3P
SUBJECT_SAMPLE_FACTORS           	-	iroA-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=iroA-0-4P
SUBJECT_SAMPLE_FACTORS           	-	iroA-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=iroA-0-5P
SUBJECT_SAMPLE_FACTORS           	-	iroA-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=iroA-0-6P
SUBJECT_SAMPLE_FACTORS           	-	irp1-0-1P	Treatment:standard growth conditions	RAW_FILE_NAME=irp1-0-1P
SUBJECT_SAMPLE_FACTORS           	-	irp1-0-2P	Treatment:standard growth conditions	RAW_FILE_NAME=irp1-0-2P
SUBJECT_SAMPLE_FACTORS           	-	irp1-0-3P	Treatment:standard growth conditions	RAW_FILE_NAME=irp1-0-3P
SUBJECT_SAMPLE_FACTORS           	-	irp1-0-4P	Treatment:standard growth conditions	RAW_FILE_NAME=irp1-0-4P
SUBJECT_SAMPLE_FACTORS           	-	irp1-0-5P	Treatment:standard growth conditions	RAW_FILE_NAME=irp1-0-5P
SUBJECT_SAMPLE_FACTORS           	-	irp1-0-6P	Treatment:standard growth conditions	RAW_FILE_NAME=irp1-0-6P
#COLLECTION
CO:COLLECTION_SUMMARY            	After 18h of culture, the sample pellet was isolated. The bacterial pellets
CO:COLLECTION_SUMMARY            	harvested from 50 mL of broth culture were mixed with 1.2 mL 80% ice-cold
CO:COLLECTION_SUMMARY            	methanol (added to internal standard 0.001mg/ml 4-chloro-DL-phenylalanine), then
CO:COLLECTION_SUMMARY            	vortexed for 30 s, and placed on dry ice for 30 min. The samples were
CO:COLLECTION_SUMMARY            	centrifuged at 18000 × g for 15 min at 4 °C. The frozen samples were ground
CO:COLLECTION_SUMMARY            	with beads and the homogenates were centrifuged at 18000 × g for 15 min at 4
CO:COLLECTION_SUMMARY            	°C. The supernatant was mixed with 800μL ice-cold acetonitrile, and then left
CO:COLLECTION_SUMMARY            	to stand for 20 minutes in an ice bath. After centrifugation at 18000 × g 4℃
CO:COLLECTION_SUMMARY            	for 15 min, the supernatant was removed and filtered through 0.22μm membrane.
CO:SAMPLE_TYPE                   	Bacterial cells
#TREATMENT
TR:TREATMENT_SUMMARY             	M63 medium (1.36% monopotassium phosphate, 0.2% ammonium sulfate, 0.024%
TR:TREATMENT_SUMMARY             	magnesium sulfate, 0.001% calcium chloride, and 0.0015% nicotinic acid) was used
TR:TREATMENT_SUMMARY             	to form MG1655 and UTI89 mutants. In addition, add ferric chloride solution to
TR:TREATMENT_SUMMARY             	the medium to prepare 10μM iron M63 medium, we cultured the wild UTI89 strain
TR:TREATMENT_SUMMARY             	in the presence of 10μM iron. The E. coli strain was incubated in LB-agar plate
TR:TREATMENT_SUMMARY             	for 12 hours, one colony was isolated to LB broth for further 4 hours
TR:TREATMENT_SUMMARY             	incubation, then diluted the solution into M63 medium at a ratio of 1:100 and
TR:TREATMENT_SUMMARY             	the cultures were incubated for another18 h at 37°C, 200rpm to culture E. coli.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	The bacterial pellets harvested from 50 mL of broth culture were mixed with 1.2
SP:SAMPLEPREP_SUMMARY            	mL 80% ice-cold methanol (added to internal standard 0.001mg/ml
SP:SAMPLEPREP_SUMMARY            	4-chloro-DL-phenylalanine), then vortexed for 30 s, and placed on dry ice for 30
SP:SAMPLEPREP_SUMMARY            	min. The samples were centrifuged at 18000 × g for 15 min at 4 °C. The frozen
SP:SAMPLEPREP_SUMMARY            	samples were ground with beads and the homogenates were centrifuged at 18000 ×
SP:SAMPLEPREP_SUMMARY            	g for 15 min at 4 °C. The supernatant was mixed with 800μL ice-cold
SP:SAMPLEPREP_SUMMARY            	acetonitrile, and then left to stand for 20 minutes in an ice bath. After
SP:SAMPLEPREP_SUMMARY            	centrifugation at 18000 × g 4℃ for 15 min, the supernatant was removed and
SP:SAMPLEPREP_SUMMARY            	filtered through 0.22μm membrane. For LC/MS based metabolomics analysis, the
SP:SAMPLEPREP_SUMMARY            	dried samples were dissolved in 200μL water and 5μL aliquots were analyzed.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Agilent 1290 Infinity
CH:COLUMN_NAME                   	Waters Acquity BEH HSS T3 (100 x 2.1mm, 1.8um)
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Agilent 6495 QQQ
MS:INSTRUMENT_TYPE               	Triple quadrupole
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	POSITIVE
MS:MS_COMMENTS                   	Agilent MassHunter Workstation Data Acquisition Agilent MassHunter
MS:MS_COMMENTS                   	QualitativeAnalysis B.07.00 Agilent MassHunter Quantitative Analysis (for QQQ)
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	peak area
MS_METABOLITE_DATA_START
Samples	MG1655-0-1P	MG1655-0-2P	MG1655-0-3P	MG1655-0-4P	MG1655-0-5P	MG1655-0-6P	WT-10-1P	WT-10-2P	WT-10-3P	WT-10-4P	WT-10-5P	WT-10-6P	WT-0-1P	WT-0-2P	WT-0-3P	WT-0-4P	WT-0-5P	WT-0-6P	entB-0-1P	entB-0-2P	entB-0-3P	entB-0-4P	entB-0-5P	entB-0-6P	BS-0-1P	BS-0-2P	BS-0-3P	BS-0-4P	BS-0-5P	BS-0-6P	iroA-0-1P	iroA-0-2P	iroA-0-3P	iroA-0-4P	iroA-0-5P	iroA-0-6P	irp1-0-1P	irp1-0-2P	irp1-0-3P	irp1-0-4P	irp1-0-5P	irp1-0-6P	ybtS-0-1P	ybtS-0-2P	ybtS-0-3P	ybtS-0-4P	ybtS-0-5P	ybtS-0-6P
Factors	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:10 μM iron supplementation	Treatment:10 μM iron supplementation	Treatment:10 μM iron supplementation	Treatment:10 μM iron supplementation	Treatment:10 μM iron supplementation	Treatment:10 μM iron supplementation	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions	Treatment:standard growth conditions
L-Citrulline	8879.503178	8149.967833	10541.94912	10696.60231	9695.74894	9012.463223	405.7760601	660.163064	189.258733	290.5814728	401.3622227	302.0543219	4339.771698	4726.735425	3439.965914	3910.406351	4303.762259	4510.483236	368.7505195	384.4752104	310.9633065	305.6863978	291.5503369	349.5605223	840.2418136	605.391589	669.8005033	821.3929683	718.5951098	602.4549369	711.3584703	679.1679524	540.1324614	564.2267633	581.0920723	606.1860353	525.633603	505.582061	489.253811	589.7984242	505.6457353	524.0071321	1244.909923	1521.355298	1408.325302	1505.986265	1401.006977	1524.587039
L-Proline	243567.2986	248895.3232	267900.8603	456668.3571	253339.4026	234655.1623	77197.42626	74684.86592	37073.002	47597.42011	44727.88334	53335.10881	8316.956364	10216.35526	9707.866888	9292.752402	9043.792124	10116.16084	18121.95776	23746.20522	10250.87435	9441.012144	55847.82282	23081.78894	15932.73219	15857.72673	14821.53574	17120.38611	17885.94598	15091.26692	2279.561452	2238.865697	1890.632612	2030.595291	2117.825311	2063.017317	112245.3	103014.9766	117340.7874	127768.2777	119302.8999	131786.542	1127.124174	1336.295351	1372.430827	1375.343948	1306.066173	1342.361025
L-Glutamate	244719.6682	244125.256	269463.1709	290469.4774	221104.6893	255473.1548	364.0195446	413.8180616	284.3214529	247.9484219	354.2136957	271.4230512	17503.73785	19332.4837	17782.80043	17401.47747	19451.12762	20642.11482	4976.772638	6304.373482	4788.454415	4376.881496	5555.347409	5745.300302	6872.360271	6271.733119	5620.578788	5489.796998	4989.646282	4234.124654	2992.208535	3310.352496	3003.672016	3197.034404	3326.86491	2910.825638	295509.2589	278879.6034	225405.7066	256459.0938	228298.3144	2199739.167	74987.96485	81435.28154	82350.79129	83326.95606	79137.48402	79569.56784
L-Aspartic acid	23800.68494	25905.09413	29291.3107	28099.57089	26646.95561	22789.90199	2281.351684	1889.622598	1346.131563	1816.948965	1580.029118	2058.565294	3179.294498	4426.140551	3501.57253	3167.639636	4174.19784	5231.5845	640.4113531	671.2134205	520.3134658	439.4260305	955.2289876	658.4522266	1348.525412	1088.57666	986.7969175	929.704462	1069.541405	830.9486578	1092.532268	1049.346643	927.0632198	859.1603737	1040.322973	912.1106689	3316.319057	2384.745343	3398.292351	3599.444103	3136.013107	3049.230224	759.020058	850.9931859	879.6853199	870.6579079	838.3184458	768.4951743
Deoxycytidine	69523.18605	52317.5864	66161.48678	67781.89261	68656.71704	55527.5712	4399.027391	3633.928127	3642.563653	439.9967313	3830.268403	3011.260752	475.1333741	511.2890561	492.7468565	570.9369021	608.4013002	587.6597893	196.4923848	251.4111866	220.1688708	237.9124799	182.349258	181.452059	69.48888418	58.72278828	65.65988509	127.8492277	82.63629246	86.11205956	83.77135407	89.01288667	77.20419934	104.6696375	125.4618296	107.2249	1814.484587	1784.299642	1483.683413	2271.96254	1938.073461	1594.263423	5820.847667	6696.854839	6776.509189	6772.043217	6271.172936	6404.549778
Cytidine	434815.0972	367148.8069	427363.8885	495009.9895	510922.8839	436112.7394	152707.3382	13868.88767	100998.3655	123315.7458	127191.3826	109682.6177	4613.971735	4269.069771	3554.50977	4234.775419	3775.151765	4299.7201	2329.882175	2205.168349	1173.247747	1434.540086	1033.281387	1088.747824	1363.457958	1224.773986	3113.042709	4739.483639	4879.389914	5478.440578	1584.792545	1287.061819	1730.341478	1566.647312	1395.382598	1690.424812	7510.67018	7116.945235	7512.721863	8107.605229	7214.630353	7087.921933	22046.94261	25032.64048	27690.10547	24128.65574	26527.76438	26023.0872
Histamine	495740.4815	437082.7491	530346.0727	602929.4428	545249.7964	484193.6049	147390.9914	208450.5275	104101.6011	132351.0943	130590.8028	188407.2076	11196.59979	11457.86061	9110.365499	10184.08186	10915.78648	11771.0894	4726.741469	4371.078626	3871.456869	4069.008921	4168.122083	4295.451751	8970.624108	8343.941843	8800.464885	8982.710458	9607.865204	9533.33717	3335.133465	2919.112455	2821.296404	2723.857742	3077.961982	3198.018137	39345.44762	36771.6314	38671.20327	42695.11265	36874.31935	36170.62189	42052.31896	43304.58934	53733.62357	49206.13941	48969.06826	51357.34677
L-Arginine	104836.573	82071.54453	110389.7028	105113.5185	101529.7951	90289.0196	12200.93032	11569.77804	7917.997123	7803.365724	11118.55606	9292.565133	42087.82334	47045.01544	48754.72345	47150.10069	47149.4242	47163.47658	4843.280182	6031.049165	4669.255448	3542.652166	4322.719897	4008.360434	7004.181715	5204.534936	6527.782948	6722.489934	6931.805589	6501.934522	7007.378137	6353.026369	6959.134639	6375.692504	7986.975477	7564.471009	15881.44168	15509.31464	21778.0666	17107.60619	14412.33164	13598.22982	7173.270274	7477.521569	7119.154933	7796.089994	7175.850806	7580.724046
L-Lysine	19390.78946	17775.23635	19377.12312	21550.60759	21240.37537	19261.63481	14695.73918	15687.20045	12697.95896	11620.18579	14422.25526	14684.76008	69443.19172	70144.0194	60227.86422	63288.24197	69283.22191	74061.16495	8904.384867	10696.73791	7027.878449	11576.68684	6349.885706	8191.653169	8959.02688	6773.467405	6783.039481	9119.159652	9300.008884	7369.77777	18846.08986	18139.08468	17857.48969	16354.51403	19038.61882	18157.16412	13279.08605	12692.67545	13449.97469	14403.99717	16196.33907	12642.28559	22521.87064	23309.18586	24381.37002	24052.77799	23981.09742	24083.14813
Thymine	381581.6695	330565.8964	420026.9934	452987.6776	387648.2154	369532.3063	81933.91917	68833.60091	61976.98155	80431.41688	122164.5201	87198.74679	208529.091	201392.2159	208589.026	180838.2231	190241.0794	181083.8056	97283.27293	83328.28315	88573.9278	98916.17733	101174.594	78012.55694	105232.1865	78021.79076	64184.97062	119664.2828	74947.6533	102699.8386	120242.6937	111528.4805	111704.6586	129670.8816	118452.0269	128022.3942	165866.8981	137088.7949	107575.0295	148782.8295	160310.7982	13912.22984	142210.0719	167322.5236	170172.9943	173451.3117	154954.8179	159383.6933
5-aminosalicylic acid	33628.29442	30547.94649	31140.57497	32258.23707	34135.65241	33313.59922	34702.1951	42143.01605	26006.38389	28751.16405	56740.62719	27691.29925	122168.0008	118520.9682	134758.9609	109104.6399	116718.4789	117296.6442	18125.99103	12747.27009	11489.92434	11368.91938	11288.14933	10880.83719	15481.68813	11596.53349	10125.06929	24680.94604	19859.9266	14365.6246	30223.04363	26576.58607	23657.03381	30749.10362	26796.80891	27017.4289	35397.33669	34890.35573	40247.47543	44046.61701	41777.97115	33684.23292	12570.72066	12062.04296	8809.946128	22553.17533	13365.92532	14830.55845
Adenosine 5'-monophosphate	93681.01488	98274.04269	111334.2782	111220.7614	110908.494	98952.16835	250092.1155	273367.5321	217161.5115	180069.0339	290964.7482	181377.851	585325.7575	548137.149	535419.0901	515883.6296	540899.7203	543651.648	241525.1491	360925.9389	217946.8363	215404.4897	282855.7625	314211.0856	425810.4756	455542.8768	426384.5442	401500.4942	468961.6716	390428.8331	391808.7375	384513.6037	385726.0638	339688.4132	364337.3094	372588.451	1499118.269	1202647.269	1577206.903	1411428.203	1361975.754	1424298.856	52235.82993	63245.54443	60265.81403	58962.17777	54656.16646	61772.0556
Cytosine	400959.7749	396720.1562	530334.5148	582596.2395	518418.9241	493014.5159	147513.2857	207866.6207	104145.3871	140684.5837	195978.8299	132527.7376	25426.81819	25654.48541	23550.68273	24204.54355	26604.55735	26489.2208	4228.459106	3909.915898	3516.248704	3963.231688	4168.122083	4261.320145	6489.970701	6025.709482	6606.209809	7613.790953	8385.156776	7324.374251	4714.615443	4057.831216	4097.4672	3301.368119	3928.834411	4047.275163	53789.89207	54879.79784	61693.84085	54616.63164	58743.2061	58127.61114	46903.40834	54089.05253	51971.44488	52803.50149	48019.97514	49319.54703
Tryptophan	132813.8561	135100.6073	150768.5009	175951.8801	125209.9444	148033.9935	71060.91199	102006.6448	48517.97138	61645.06759	99439.49645	95586.47697	1165311.062	1114019.577	1062513.34	1047514.276	1096046.353	1118585.73	78418.89258	98874.71874	99889.83016	102887.0884	76615.32375	93167.05098	202402.8501	156939.3408	184065.6793	183499.312	172868.8735	131307.8995	409723.5449	298643.2683	523170.4261	455358.5487	543461.8008	478294.2048	165221.0974	214660.7694	226948.1219	227528.7352	210269.8464	197740.1708	119618.2157	200217.2294	136216.702	102151.2286	142385.8332	165625.1633
Adenine	957772.8081	961488.6455	863299.2457	1275283.748	1168391.265	1087876.424	952462.7456	1078700.105	954868.1891	849693.4515	1244346.109	86813.91294	146544.545	109193.0751	91768.64822	172238.8037	120736.9979	80856.61206	279514.5291	295657.9244	269772.8612	240716.1369	227828.4727	242337.2947	210744.8427	144915.1249	186647.9966	242728.942	246010.5943	178570.8489	186970.7524	177316.2789	200449.7132	153579.2523	186771.2136	187448.8182	1042872.635	1011411.426	1122155.072	1256487.25	1073998.286	955683.1589	2101168.361	2222545.954	2331746.854	2139712.928	2029442.621	2319969.502
L-Ornithine	9135.225198	7057.031317	8960.561869	9487.541434	7283.963259	7580.949465	3824.715802	4737.816899	4430.569247	4140.814446	5606.950212	4704.728983	25708.94993	29010.00562	30122.4304	23620.59639	25082.24785	24651.27836	6397.660071	3948.142403	3988.801503	4684.438843	11577.50042	4728.761672	8594.782391	3344.28361	319.9392196	9297.355784	10065.31921	6673.161937	15230.77839	14173.47722	13457.41294	14399.39303	1584.697079	14341.2432	4740.907726	3749.498806	5008.285172	4873.821447	4678.206302	4833.077865	9144.903656	5877.71889	8389.335003	7135.065484	8264.551816	6279.258167
Phenyllactic acid	1037.45648	986.3834892	1116.035	1138.681324	1088.112921	1035.673744	175.6757115	219.0071857	240.1138251	238.8125111	266.1843335	206.5765573	4578.268196	4347.042168	4549.024383	4389.046394	4607.16938	4787.592478																														
L-Asparagine	2440.136612	2495.589211	2775.848003	2752.057665	2780.686527	2713.164054	797.1158382	851.2914258	725.37241	816.481727	840.7758536	789.5914777																																				
N-Acetyl-L-methionine	2070.603156	1858.343157	1602.782394	2619.686006	1828.686426	2304.061186	556.5149128	455.7868378	385.9041743	380.4551273	421.044932	528.8729495																																				
L-Histidine	1326.08633	1248.393496	1643.487741	1786.838747	1516.065429	1389.374712	8704.899832	7759.527482	7012.711682	7831.956403	9673.656797	9214.72683																																				
L-Methionine	55255.05204	47779.77487	62396.36518	77814.63912	59577.73987	56638.11523	168929.006	152227.4177	144211.2526	175209.8872	137610.88	148116.6789																																				
2-Deoxyguanosine	23250.96134	21900.52483	20996.84775	24157.1554	22959.61765	21853.13005	8139.745738	7763.967366	7860.900762	12998.95665	13633.0521	10848.97514																																				
N-Acetyl-L-cysteine	1787.82454	1461.755086	1720.98856	1665.660136	1853.065613	1594.388918	10648.59584	10139.89608	8756.493729	8758.916632	9725.255559	9452.638668																																				
L-Homocysteine	3682.773451	3515.334985	3953.841054	4607.072885	3888.195188	3863.725661	1670.1202	2101.229452	1638.629249	1393.596943	1746.828846	1596.655526																																				
Inosine-5'-monophosphate	5414.77652	4533.91671	5644.307746	5606.837852	7140.385838	5545.253062	20341.3258	19191.45333	15017.65655	16564.01645	19219.21396	22651.90597																																				
Betaine	551241.3778	492887.1661	610992.6882	690122.9465	578029.7309	532363.3591	173729.02	175338.6938	148400.7947	157676.4808	169810.0482	163012.1179																																				
Putrescine	148496.0218	148722.4665	169709.5132	169527.7531	181520.5394	163103.2697	70741.23742	64035.60752	66395.4259	57718.68208	63460.952	58868.84887																																				
3-Guanidinopropionic acid 	57802.7782	59703.14496	61403.15371	71038.24765	63632.19351	62206.1393	21161.28763	23222.68564	22702.39336	23372.89605	23386.24421	23377.08103																																				
2'-Deoxycytidine 5'-monophosphate	4526.509341	4328.217509	4886.849004	5096.489256	4782.127373	3951.191628	24697.47712	26506.95808	26925.19187	22175.78136	24098.5046	25824.69598																																				
S-(5'-Adenosyl)-L-homocysteine	238578.5675	237919.6735	241844.3326	268269.2845	243664.0488	220650.1018	95585.49456	103285.0322	101057.3137	87108.43682	92427.3223	93890.24247																																				
Spermidine	132896.7609	140587.2	145529.9259	157017.5863	149108.0077	140337.2844	366864.1882	451146.8684	300284.3728	330669.0135	356716.9553	357870.3012																																				
Inosine	1103806.122	1346619.684	1205327.006	1417645.826	1284354.187	1222457.6	329318.4656	321432.1673	305732.4451	301864.4424	340306.1469	338999.1001																																				
Agmatine	876853.9203	843558.4316	919250.4521	1086183.428	898321.586	859132.0143	426842.6841	453530.314	345775.9148	363790.1913	393305.367	419850.1858																																				
Uracil	50452.7954	46484.00757	53935.4828	59793.64453	54108.48228	50512.77036	12883.59567	11753.7675	12026.47349	12361.62263	11217.094	11844.39621																																				
2-hydroxy-2-phenylpropanoic acid	1263.764505	1095.153887	1370.050413	1260.206517	1361.838597	1399.052626	3054.834101	3468.154817	2478.041893	2865.794673	2756.262637	2978.533233																																				
Aminoadipic acid	22349.82704	23301.46348	26380.78256	29695.07005	25054.88388	24359.25086	2797.000248	3227.266626	3143.469997	2834.345446	3199.27962	3198.093386																																				
L-Glutamine	17136.78629	17023.79369	17730.49514	19627.76056	20222.51169	19307.23287	70624.86874	67828.2169	59293.36883	63032.67828	70533.05173	75282.29502																																				
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Molecular weight	RT (min)	m/z
2'-Deoxycytidine 5'-monophosphate	307.2	1.48	308.07
2-Deoxyguanosine	267.1	3.75	268.27
2-hydroxy-2-phenylpropanoic acid	166.062988	8.3	165.05
3-Guanidinopropionic acid 	131.13	1.24	132.14
5-aminosalicylic acid	153.14	1.54	154.15
Adenine	135.13	1.5	136
Adenosine 5'-monophosphate	347.22	1.51	348.07
Agmatine	130.191	0.88	131.1
Aminoadipic acid	161.0688078	1.07	162.08
Betaine	117.15	0.95	118.16
Cytidine	243.22	1.3	244
Cytosine	111.1	1.5	112
Deoxycytidine	227.22	1.5	228
Histamine	111.07	1	112
Inosine	268.23	3.25	269.09
Inosine-5'-monophosphate	348.206	1.57	349.06
L-Arginine	174.2	0.96	175.21
L-Asparagine	132.0534921	0.95	133.06
L-Aspartic acid	133.1	1.05	134.11
L-Citrulline	175.19	0.94	176.2
L-Glutamate	147.13	0.9	148
L-Glutamine	146.146	0.88	147.08
L-Histidine	155.15	0.84	156.16
L-Homocysteine	135.18	1.11	136.05
L-Lysine	146.19	0.8	147.2
L-Methionine	149.21	1.5	150
L-Ornithine	132.19	0.78	133.1
L-Proline	115.13	1	116
N-Acetyl-L-cysteine	163.19	3.38	164.2
N-Acetyl-L-methionine	191.25	6.197	192.26
Phenyllactic acid	166.0629942	8.44	165.05
Putrescine	88.07	0.76	89.08
S-(5'-Adenosyl)-L-homocysteine	384.41	2.72	385.1
Spermidine	145.25	0.71	146.17
Thymine	126.11	2.92	127.12
Tryptophan	204.23	5.71	205.1
Uracil	112.09	1.51	113.1
METABOLITES_END
#END