#METABOLOMICS WORKBENCH METADATA_TEMPLATE.xlsm DATATRACK_ID:130 STUDY_ID:ST000091 ANALYSIS_ID:AN000145 VERSION 1 CREATED_ON 08-08-2023 #PROJECT PR:PROJECT_TITLE Quantitative metabolomics by H-NMR and LC-MS/MS confirms altered metabolic PR:PROJECT_TITLE pathways in diabetes PR:PROJECT_TYPE Quantitative Metabolomics (Uploaded LC-MS data only) PR:PROJECT_SUMMARY Insulin is as a major postprandial hormone with profound effects on PR:PROJECT_SUMMARY carbohydrate, fat, and protein metabolism. In the absence of exogenous insulin, PR:PROJECT_SUMMARY patients with type 1 diabetes exhibit a variety of metabolic abnormalities PR:PROJECT_SUMMARY including hyperglycemia, glycosurea, accelerated ketogenesis, and muscle wasting PR:PROJECT_SUMMARY due to increased proteolysis. We analyzed plasma from type 1 diabetic (T1D) PR:PROJECT_SUMMARY humans during insulin treatment (I+) and acute insulin deprivation (I-) and PR:PROJECT_SUMMARY non-diabetic participants (ND) by 1H nuclear magnetic resonance spectroscopy and PR:PROJECT_SUMMARY liquid chromatography-tandem mass spectrometry. The aim was to determine if this PR:PROJECT_SUMMARY combination of analytical methods could provide information on metabolic PR:PROJECT_SUMMARY pathways known to be altered by insulin deficiency. Multivariate statistics PR:PROJECT_SUMMARY differentiated proton spectra from I- and I+ based on several derived plasma PR:PROJECT_SUMMARY metabolites that were elevated during insulin deprivation (lactate, acetate, PR:PROJECT_SUMMARY allantoin, ketones). Mass spectrometry revealed significant perturbations in PR:PROJECT_SUMMARY levels of plasma amino acids and amino acid metabolites during insulin PR:PROJECT_SUMMARY deprivation. Further analysis of metabolite levels measured by the two PR:PROJECT_SUMMARY analytical techniques indicates several known metabolic pathways that are PR:PROJECT_SUMMARY perturbed in T1D (I-) (protein synthesis and breakdown, gluconeogenesis, PR:PROJECT_SUMMARY ketogenesis, amino acid oxidation, mitochondrial bioenergetics, and oxidative PR:PROJECT_SUMMARY stress). This work demonstrates the promise of combining multiple analytical PR:PROJECT_SUMMARY methods with advanced statistical methods in quantitative metabolomics research, PR:PROJECT_SUMMARY which we have applied to the clinical situation of acute insulin deprivation in PR:PROJECT_SUMMARY T1D to reflect the numerous metabolic pathways known to be affected by insulin PR:PROJECT_SUMMARY deficiency. PR:INSTITUTE Mayo Clinic PR:DEPARTMENT Endocrinology PR:LAST_NAME Nair PR:FIRST_NAME Sreekumaran PR:ADDRESS 200 First Street SW, Rochester, MN 55905 PR:EMAIL Dasari.Surendra@mayo.edu PR:PHONE -- PR:FUNDING_SOURCE UL1-RR-024150-01, R01-DK-41973 PR:PROJECT_COMMENTS 20479934 PR:DOI http://dx.doi.org/10.21228/M8T884 #STUDY ST:STUDY_TITLE Quantitative Metabolomics by 1H-NMR and LC-MS/MS Confirms Altered Metabolic ST:STUDY_TITLE Pathways in Diabetes ST:STUDY_TYPE Pre- and Post- insulin study with matched controls ST:STUDY_SUMMARY We obtained plasma samples from 7 c-peptide negative type 1 diabetic individuals ST:STUDY_SUMMARY (T1D) and 7 non-diabetic controls (Con) that were matched for age (T1D = ST:STUDY_SUMMARY 31.1±2.9 yrs, Con = 30.2±3.4 yrs), body mass (T1D = 80.2±4.7kg, Con = ST:STUDY_SUMMARY 81.9±7.4 kg) and BMI (T1D = 26.5±1.2 kg/m2, Con = 25.2±1.3 kg/m2). Type 1 ST:STUDY_SUMMARY diabetic people were studied while treated with insulin and also after 8 hours ST:STUDY_SUMMARY of insulin deprivation ST:INSTITUTE Mayo Clinic ST:DEPARTMENT Endocrinology ST:LAST_NAME Nair ST:FIRST_NAME Sreekumaran ST:ADDRESS -- ST:EMAIL nair@mayo.edu ST:PHONE -- ST:SUBMIT_DATE 2014-07-15 #SUBJECT SU:SUBJECT_TYPE Human SU:SUBJECT_SPECIES Homo sapiens SU:TAXONOMY_ID 9606 SU:SPECIES_GROUP Human #SUBJECT_SAMPLE_FACTORS: SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Additional sample data SUBJECT_SAMPLE_FACTORS GO 12 GO-C Treatment:Control SUBJECT_SAMPLE_FACTORS TK 15 TK - C Treatment:Control SUBJECT_SAMPLE_FACTORS JF 18 JF - C Treatment:Control SUBJECT_SAMPLE_FACTORS PB 21 PB - C Treatment:Control SUBJECT_SAMPLE_FACTORS JH 24 JH - C Treatment:Control SUBJECT_SAMPLE_FACTORS AW 26 AW - C Treatment:Control SUBJECT_SAMPLE_FACTORS JV 3 JV-C Treatment:Control SUBJECT_SAMPLE_FACTORS SS 6 SS-C Treatment:Control SUBJECT_SAMPLE_FACTORS JM 9 JM-C Treatment:Control SUBJECT_SAMPLE_FACTORS TZ 11 TZ-D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS MB 14 MB - D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS MQ 17 MQ - D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS RM 20 RM - D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS JS 23 JS - D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS AP 2 AP-D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS EK 5 EK-D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS AZ 8 AZ-D Treatment:Insulin Deprived SUBJECT_SAMPLE_FACTORS TZ 10 TZ-T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS MB 13 MB - T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS MQ 16 MQ - T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS RM 19 RM - T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS AP 1 AP-T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS JS 22 JS - T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS LH 25 LH - T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS EK 4 EK-T Treatment:Insulin Treatment SUBJECT_SAMPLE_FACTORS AZ 7 AZ-T Treatment:Insulin Treatment #COLLECTION CO:COLLECTION_SUMMARY Arterialized venous blood was obtained from a catheterized hand vein maintained CO:COLLECTION_SUMMARY at 60°C using a hot box for the duration of the study. Plasma samples were CO:COLLECTION_SUMMARY stored at ?80°C until analysis. CO:SAMPLE_TYPE Blood. Plasma was isolated for MS analysis. CO:COLLECTION_LOCATION Hand vein #TREATMENT TR:TREATMENT_SUMMARY Saline Infusion | Insulin Withdrawal | Insulin Infusion TR:TREATMENT_PROTOCOL_ID SI, IW, II TR:TREATMENT_PROTOCOL_COMMENTS ND participants were kept on a saline infusion from the evening following their TR:TREATMENT_PROTOCOL_COMMENTS meal, Insulin was discontinued for 8.6 ± 0.6 h starting at 0400 h., Insulin was TR:TREATMENT_PROTOCOL_COMMENTS infused into a forearm vein to maintain blood glucose between 4.44 and 5.56 TR:TREATMENT_PROTOCOL_COMMENTS mmol/L overnight until 1200 h the next day. TR:TREATMENT_COMPOUND Saline, Insulin #SAMPLEPREP SP:SAMPLEPREP_SUMMARY Plasma samples and amino acid calibration standards were prepared with MassTrak SP:SAMPLEPREP_SUMMARY Amino Acid Analysis Solution (AAA) kit from Waters according to instructions SP:SAMPLEPREP_SUMMARY with slight modifications for detection on a mass spectrometer. A 10 point SP:SAMPLEPREP_SUMMARY standard concentration curve was made from the calibration standard solution to SP:SAMPLEPREP_SUMMARY calculate amino acid concentrations in plasma samples. A solution containing SP:SAMPLEPREP_SUMMARY U-13C4-L-aspartic acid, U-13C3-L-alanine, U-13C4-L-threonine, U-13C5-L-proline, SP:SAMPLEPREP_SUMMARY U-13C5-L-valine, U-13C6-leucine, U-13C6-phenylalanine all from Cambridge Isotope SP:SAMPLEPREP_SUMMARY Laboratories, 13C6-tyrosine from Isotec, L-arginine (15N2, 2H2) from MassTrace, SP:SAMPLEPREP_SUMMARY norvaline from Sigma dissolved in 0.01N HCl was used as the internal standard SP:SAMPLEPREP_SUMMARY solution. Frozen plasma samples were thawed, spiked with internal standard then SP:SAMPLEPREP_SUMMARY deproteinized with cold MeOH followed by centrifugation at 10,000 g for 5 SP:SAMPLEPREP_SUMMARY minutes prior to derivatization according to MassTrak instructions. The amino SP:SAMPLEPREP_SUMMARY acid derivatizing reagent used was 6-aminoquinolyl-N-hydroxysuccinimidyl SP:SAMPLEPREP_SUMMARY carbamate. #CHROMATOGRAPHY CH:CHROMATOGRAPHY_SUMMARY High resolution separation was done using an Acquity UPLC system, injecting 1 l CH:CHROMATOGRAPHY_SUMMARY of derviatized solution, with a UPLC BEH C18 1.7 micron 2.1150 mm column from CH:CHROMATOGRAPHY_SUMMARY Waters. Column flow was set to 400 l/min with a gradient from 99.9%A to 98%B CH:CHROMATOGRAPHY_SUMMARY where buffer A is 1% acetonitrile in 0.1% formic acid and buffer B is 100% CH:CHROMATOGRAPHY_SUMMARY acetonitrile. A column temp of 43 degrees Celsius and a sample tray temp of 6 CH:CHROMATOGRAPHY_SUMMARY degree Celsius. CH:INSTRUMENT_NAME Waters Acquity CH:COLUMN_NAME Waters Acquity BEH C18 (150 x 2.1mm,1.7um) CH:COLUMN_TEMPERATURE 43 CH:FLOW_GRADIENT 99.9% A to 98% B CH:FLOW_RATE 401 µl/min CH:SOLVENT_A 99% water/1% acetonitrile; 0.1% formic acid CH:SOLVENT_B 100% acetonitrile CH:CHROMATOGRAPHY_TYPE Reversed phase #ANALYSIS AN:LABORATORY_NAME Mayo Clinic Metabolomics Resource Core AN:ANALYSIS_TYPE MS #MS MS:INSTRUMENT_NAME Thermo Quantum Ultra MS:INSTRUMENT_TYPE Triple quadrupole MS:MS_TYPE ESI MS:MS_COMMENTS Mass detection was completed on a TSQ Ultra Quantum from Thermo Finnigan running MS:MS_COMMENTS in ESI positive mode. A scan width of 0.002, scan time of 0.04 seconds per MS:MS_COMMENTS transition mass, collision energy of 25, collision gas pressure of 1.5 mTorr, MS:MS_COMMENTS tube lens value set to 90, monitoring a signature ion of the derivitized amines MS:MS_COMMENTS at m/z 171.04 by selected reaction monitoring. MS:ION_MODE POSITIVE #MS_METABOLITE_DATA MS_METABOLITE_DATA:UNITS uM MS_METABOLITE_DATA_START Samples 12 GO-C 15 TK - C 18 JF - C 21 PB - C 24 JH - C 26 AW - C 3 JV-C 6 SS-C 9 JM-C 11 TZ-D 14 MB - D 17 MQ - D 20 RM - D 23 JS - D 2 AP-D 5 EK-D 8 AZ-D 10 TZ-T 13 MB - T 16 MQ - T 19 RM - T 1 AP-T 22 JS - T 25 LH - T 4 EK-T 7 AZ-T Factors Treatment:Control Treatment:Control Treatment:Control Treatment:Control Treatment:Control Treatment:Control Treatment:Control Treatment:Control Treatment:Control Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Deprived Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment Treatment:Insulin Treatment 1MH_1-Methylhistidine^ 13.2966 4.6234 27.3504 15.1732 20.1597 3.8013 8.5107 25.3836 27.3093 16.0811 11.0837 17.2703 16.2559 29.7761 53.8396 2.9412 12.0130 15.2628 2.9949 16.3724 17.6831 34.2868 13.8050 9.0439 14.7571 59.7729 3MH_3-Methylhistidine^ 5.0308 4.6160 3.8524 6.1626 4.2073 3.2411 3.6102 5.3403 6.3644 5.5740 3.6930 5.5233 3.6376 6.0844 6.5955 2.0451 3.6845 4.2571 2.2458 2.9709 6.0738 6.4870 4.4244 3.1553 4.2741 7.6627 AABA_alpha-Amino-N-butyric-acid 24.8664 24.7476 28.9348 23.7377 26.8051 19.0572 27.5169 23.9707 31.4604 38.9116 30.6950 37.9561 34.2141 32.2913 22.4111 29.9100 31.0375 31.7274 28.2368 25.6047 23.2723 17.8542 23.3173 18.1276 23.5015 23.0232 AADA_alpha-Aminoadipic-acid 0.7104 0.8534 0.8134 1.2352 0.8174 0.7045 0.8612 0.8623 1.0543 1.2781 0.9796 1.0625 1.3611 0.7920 2.0824 0.9527 1.9463 0.8157 0.5603 0.6362 0.7382 0.5217 0.4868 0.6380 0.6715 0.9829 Aileu_allo-Isoleucine 1.0792 0.7574 0.6787 1.2837 1.1162 0.0847 0.6415 0.6293 0.6186 0.6422 0.7152 2.8094 1.5799 0.7793 0.5361 0.9271 0.8209 1.2861 1.0335 0.7273 0.9561 0.7129 1.1261 0.4148 0.7426 0.7213 Ala_Alanine 204.4766 227.2546 204.9950 315.5523 224.5308 189.8505 141.1747 228.2281 239.8532 256.8533 150.6539 306.6829 230.2569 238.5315 175.7559 144.9977 215.1898 300.6664 208.2586 183.0471 252.7543 138.0719 333.6447 190.4238 223.3839 188.3103 Ans_Anserine 0.9345 0.5823 0.5822 0.5823 Arg_Arginine 87.0104 75.2900 82.7821 122.4270 70.1865 66.5044 62.1448 84.2873 90.5584 80.6073 52.0078 53.4204 66.7695 114.3241 61.4019 55.7366 93.0000 105.0404 71.8748 62.3155 46.4643 48.5240 71.3413 52.0932 65.8857 76.2241 Asn_Asparagine 43.0785 40.1022 39.0590 44.3889 33.9474 49.9584 40.2715 47.4030 49.3822 29.7063 20.0304 62.5406 29.2631 41.0215 33.9519 19.5585 31.2707 42.1686 26.3683 59.3050 53.1532 31.0955 33.4483 25.5034 25.6005 50.4882 Asp_Aspartic Acid 6.3998 8.5144 1.8191 10.0993 6.5660 5.7613 2.0106 3.4788 3.6807 8.3451 8.7528 2.3965 7.1133 10.2172 1.5174 5.4794 8.3404 9.8554 6.6927 1.5824 2.4571 7.6179 6.6020 8.9839 6.8174 2.6734 BAIB_beta-Aminoisobutyric-acid 2.3284 2.0778 2.9537 1.3307 2.8695 2.0039 1.8855 1.9624 5.4780 1.6158 2.8510 1.9172 2.0704 1.6732 2.7700 1.4905 1.3753 0.8562 1.2019 1.4589 1.3511 1.7564 0.8711 1.8963 1.1154 2.3427 B-ala_beta-Alanine^ 2.4768 2.7912 3.0065 2.4377 3.1130 1.5725 1.8519 2.4170 3.8427 3.1443 1.8935 4.2197 2.8526 2.2195 3.1052 1.6473 2.4695 2.2472 2.1102 2.4771 3.9951 2.3512 2.8962 2.3419 3.3390 3.8116 Carn_Carnosine 0.5038 0.3288 0.3427 0.3438 0.3429 0.4923 0.3290 0.3378 Cit_Citrulline 29.3958 30.7105 20.9155 23.9890 34.8706 22.6377 23.2505 30.6504 38.8912 31.1678 21.7969 31.2779 28.3739 21.2385 28.4297 20.4717 26.7858 29.2844 20.2874 28.7197 29.2868 18.5893 26.4897 23.8455 28.4638 38.7638 Cys_Cystine 3.5663 3.1660 35.1203 3.4971 3.8702 35.7701 28.3576 22.8409 56.5077 2.7024 3.8358 32.4394 2.6750 2.3768 45.1349 1.5421 3.0260 2.1476 2.2843 34.4558 35.3517 2.5572 4.8953 4.7807 3.8277 51.9633 Cyst1_Cystathionine 1 0.3716 0.0524 0.0296 0.0760 0.3350 0.1772 0.1265 0.2143 0.2637 0.0277 0.2863 0.1716 0.1005 -0.0517 0.5529 0.0647 0.2229 0.1052 -0.0360 0.1336 0.1564 -0.0104 -0.0137 0.1321 -0.0140 0.2397 Cyst2_Cystathionine 2 0.1017 0.0940 0.0961 -0.1133 -0.1141 -0.1169 -0.1160 0.0939 -0.1140 -0.1044 0.0946 -0.1132 0.0961 -0.1126 -0.1157 0.0979 -0.1161 -0.1169 0.0969 -0.1167 0.1008 -0.1168 EA_Ethanolamine 5.5516 6.2622 6.6540 18.1454 7.6604 4.2074 5.3887 4.9699 8.3915 6.3400 6.6688 7.7969 8.0849 6.9523 5.1582 5.5883 5.9880 5.7289 6.6675 5.8778 8.4255 5.1175 7.0465 6.4220 5.4718 6.3310 GABA_gamma-Amino-N-butyric-acid 0.1560 0.1624 0.1376 0.1366 0.1105 0.1192 0.1083 0.0916 0.1573 0.1297 0.1122 0.1494 0.1192 0.1119 0.1203 0.0955 0.0822 0.0871 0.1479 0.0969 0.1332 0.0987 0.1177 0.1025 0.1174 0.1306 Gln_Glutamine 323.2885 373.4495 585.6468 254.0914 242.9832 375.3957 390.1597 493.9537 558.1940 344.0230 246.2260 500.0590 359.0424 215.4803 322.6378 241.5284 303.6325 342.4917 319.3717 543.7042 445.6065 196.7467 387.2949 229.5269 324.5781 457.5473 Glu_Glutamic Acid 139.7579 157.8532 23.6898 241.7975 246.5975 32.0100 35.3417 59.6116 39.0219 125.2826 130.2955 32.7053 115.0590 106.3752 13.6762 78.1921 134.2884 164.6431 101.6855 34.0673 27.5825 108.1902 147.4254 173.8229 151.2126 31.4932 Gly_glysine 210.1256 179.7712 343.6707 172.7540 181.4845 105.7628 184.5616 173.0261 187.9565 168.2165 118.0783 257.5322 106.6435 170.5848 112.9857 100.8080 121.5853 218.7962 182.3563 213.2736 266.3858 153.6045 197.9932 211.3222 164.9763 209.4906 HCys_Homocystine -0.4063 -0.4021 0.2963 -0.3976 -0.3913 -0.3728 0.6169 -0.3343 -0.3727 -0.3947 0.4440 0.3944 -0.3972 -0.4044 His_Histidine 72.6472 93.2596 78.0171 100.4739 12.1197 62.6990 59.1724 67.5961 69.8614 77.9290 52.4239 68.4017 73.3427 75.2007 47.7008 61.1449 58.7493 61.2375 59.8199 69.5289 63.4164 61.9708 71.5254 55.4956 64.8606 57.6049 HL1_Hydroxylysine 1 0.4032 0.3699 0.3720 0.3735 0.3065 0.2742 0.2743 0.2916 0.2638 0.4113 0.2821 0.2833 0.4002 0.3785 0.2602 0.3950 0.2462 0.2816 0.4061 0.3000 0.2850 0.3815 0.4122 0.2567 0.4020 0.2720 HL2_Hydroxylysine 2 0.8831 0.7486 0.7647 0.8614 0.9981 0.6820 0.5922 0.7715 0.6741 0.9057 0.5294 0.6855 0.7413 0.7295 0.5260 0.6497 0.6162 0.6873 0.7746 0.6793 0.5879 0.7287 0.8476 0.5797 0.8115 0.5943 HyPro_Hydroxyproline 7.1414 6.4822 6.5318 7.2793 7.8747 4.5088 5.1965 5.1418 8.2671 8.5339 5.1852 9.6973 7.0961 5.6610 4.4099 5.2129 6.2265 8.0931 9.7788 5.4155 8.4478 5.5567 9.9935 6.4822 7.6555 7.2797 iLeu_Isoleucine 57.6672 61.2512 39.6656 76.9236 69.0059 65.7593 40.7324 55.4410 59.6868 107.7714 117.9440 60.6241 165.8568 82.7318 143.7367 124.2479 161.3415 69.6227 57.9703 52.4097 37.8844 44.5818 45.3399 51.2881 51.7008 59.0684 Leu_Leucine 112.3812 116.2598 82.9728 149.5894 141.0720 108.9362 120.4825 104.6301 121.9324 195.4063 192.1577 156.1083 294.2300 150.0601 249.0154 225.7028 302.1356 160.0247 97.6360 127.0666 121.9554 66.0020 91.7546 96.7051 99.7835 116.8789 Lys_Lysine 167.5630 157.3153 130.5764 183.9806 140.1939 149.4759 137.8517 152.7342 143.4996 167.1665 118.5766 199.7805 124.7997 158.6025 114.0956 127.4040 163.1839 164.0809 138.1420 164.1414 176.5037 118.3413 123.5219 149.0310 158.8341 151.8222 Met_Methionine 14.6440 16.5099 13.3524 20.6892 13.7144 17.1188 13.6995 17.5022 18.6828 15.4187 8.9945 23.9237 14.7730 16.4406 11.7352 9.1648 10.8909 15.4834 10.6631 19.2859 18.7754 10.8393 14.4142 11.5725 12.6734 17.3685 NH3_Ammonia 190.0518 208.4675 33.9191 250.7810 124.8111 29.2224 43.2336 52.4309 50.7898 164.5348 108.4832 46.3706 146.4446 126.4422 33.9418 114.0529 108.6905 115.0355 155.5381 51.1576 53.0980 128.0456 182.1225 118.1491 176.4519 39.2228 Orn_Ornithine 54.8679 58.3657 28.7509 50.4441 61.9672 34.2125 48.6326 46.0412 46.1236 51.5933 45.8890 47.0920 43.5799 38.9815 66.3114 48.6849 69.9690 49.1431 46.9897 49.2976 43.9136 26.5150 40.4241 42.3582 41.3787 57.3833 PEA_Phosphoethanolamine 0.2523 0.8404 0.2571 0.4764 0.5342 0.9950 0.9129 -0.1557 0.7642 0.2538 0.2526 0.7303 -0.1555 -0.1557 0.2523 0.5190 0.4810 0.2524 -0.1557 0.2525 1.1142 Phe_phenylalanine 42.0963 43.1537 38.9882 50.4657 39.1511 39.3054 37.8336 44.0659 46.5935 40.6206 39.7993 56.0745 45.9059 44.2091 42.8948 42.1653 43.2036 37.5540 37.0351 48.7989 43.2101 33.1517 38.2196 39.9200 34.9347 40.6079 Pro_Proline 131.7234 139.5488 162.4458 163.3947 188.2664 93.8121 103.7364 151.6783 131.8286 172.3605 165.2471 151.1554 136.6792 154.1744 98.9212 131.7752 161.4315 186.0429 166.5628 199.8093 134.2220 103.0225 161.4182 130.8824 156.2708 128.9518 PSer_Phosphoserine 1.5355 1.0889 1.0161 1.0282 1.0131 1.0148 1.5303 1.0136 1.0130 Sar_Sarcosine 1.0389 1.5280 0.9766 1.5331 1.2880 0.3865 0.7608 0.7143 1.8632 1.5050 0.5827 1.4752 1.0892 0.7675 0.6805 0.7907 1.4706 1.4968 0.6935 1.2408 1.2958 0.5827 1.2960 0.7875 1.5448 0.9745 Ser_Serine 85.9285 101.0079 113.6796 93.2927 98.2321 91.3760 86.5451 76.9982 93.9468 82.7246 67.4275 111.6592 63.3902 86.0467 57.9634 68.9385 86.2004 129.0775 103.9787 113.9508 95.0029 51.9650 80.8792 89.0513 71.5851 89.4657 Tau_Taurine 35.9048 41.0621 42.5415 38.0075 40.0404 34.2628 33.3123 44.1128 45.1764 35.6346 35.8299 35.8584 47.4835 41.1493 39.7006 29.2057 44.3732 40.3905 30.2943 42.2886 36.0759 27.8759 40.6148 36.5753 28.1392 39.9503 Thr_Threonine 111.6077 132.0465 145.3738 109.4516 102.0721 204.6114 87.0628 87.8330 111.9061 87.7118 65.4890 126.3184 75.5792 118.2962 64.6175 70.3042 78.7486 115.5726 93.5592 105.2849 100.0017 91.0267 92.8785 80.5451 82.8738 105.5023 Trp_Trypotphan 31.1216 21.9835 23.0123 39.8256 37.8203 31.1742 43.2736 28.7265 28.6126 40.6655 31.0561 58.0730 26.0443 30.8695 29.0534 26.7327 46.5530 33.4375 20.3333 43.0053 43.2791 30.1523 36.8035 36.8091 32.4313 35.2444 Tyr_Tyrosine 44.1099 45.7267 34.6072 64.3753 48.0086 32.5398 37.8152 43.1738 54.4766 51.3685 51.3341 57.0849 58.2168 43.7356 51.5726 51.7818 57.0311 52.4622 43.3929 45.1633 51.3057 24.6717 55.9821 50.9554 39.1864 49.8097 Val_Valine 205.1664 235.0773 163.9176 266.7007 262.1085 200.5960 176.0299 196.7787 215.3832 295.7333 305.8628 230.8845 349.1774 211.6834 349.7237 295.0034 435.7479 268.3445 168.4762 201.1282 182.4132 125.5507 180.3783 177.3576 199.1432 213.6221 MS_METABOLITE_DATA_END #METABOLITES METABOLITES_START metabolite_name pubchem_id inchi_key kegg_id other_id other_id_type ri ri_type moverz_quant 1MH_1-Methylhistidine' 3MH_3-Methylhistidine' AABA_alpha-Amino-N-butyric-acid AADA_alpha-Aminoadipic-acid 5282105 C12271 Aileu_allo-Isoleucine Ala_Alanine C00041 Ans_Anserine Arg_Arginine Asn_Asparagine Asp_Aspartic Acid BAIB_beta-Aminoisobutyric-acid B-ala_beta-Alanine' Carn_Carnosine C00386 Cit_Citrulline Cys_Cystine 115015 C05824 Cyst1_Cystathionine 1 Cyst2_Cystathionine 2 EA_Ethanolamine GABA_gamma-Amino-N-butyric-acid 119 C00334 Gln_Glutamine Glu_Glutamic Acid Gly_glysine HCys_Homocystine His_Histidine HL1_Hydroxylysine 1 HL2_Hydroxylysine 2 HyPro_Hydroxyproline iLeu_Isoleucine Leu_Leucine Lys_Lysine 4153392 Met_Methionine NH3_Ammonia Orn_Ornithine PEA_Phosphoethanolamine Phe_phenylalanine Pro_Proline PSer_Phosphoserine Sar_Sarcosine Ser_Serine Tau_Taurine Thr_Threonine Trp_Trypotphan Tyr_Tyrosine Val_Valine METABOLITES_END #END