#METABOLOMICS WORKBENCH juliehaines_20210329_112445 DATATRACK_ID:2546 STUDY_ID:ST001735 ANALYSIS_ID:AN002825 PROJECT_ID:PR001110 VERSION 1 CREATED_ON April 2, 2021, 5:47 am #PROJECT PR:PROJECT_TITLE The COVIDome Explorer Researcher Portal (Red blood cells) PR:PROJECT_SUMMARY COVID-19 pathology involves dysregulation of diverse molecular, cellular, and PR:PROJECT_SUMMARY physiological processes. In order to expedite integrated and collaborative PR:PROJECT_SUMMARY COVID-19 research, we completed multi-omics analysis of hospitalized COVID-19 PR:PROJECT_SUMMARY patients including matched analysis of the whole blood transcriptome, plasma PR:PROJECT_SUMMARY proteomics with two complementary platforms, cytokine profiling, plasma and red PR:PROJECT_SUMMARY blood cell metabolomics, deep immune cell phenotyping by mass cytometry, and PR:PROJECT_SUMMARY clinical data annotation. We refer to this multidimensional dataset as the PR:PROJECT_SUMMARY COVIDome. We then created the COVIDome Explorer, an online researcher portal PR:PROJECT_SUMMARY where the data can be analyzed and visualized in real time. We illustrate here PR:PROJECT_SUMMARY the use of the COVIDome dataset through a multi-omics analysis of biosignatures PR:PROJECT_SUMMARY associated with C-reactive protein (CRP), an established marker of poor PR:PROJECT_SUMMARY prognosis in COVID-19, revealing associations between CRP levels and PR:PROJECT_SUMMARY damage-associated molecular patterns, depletion of protective serpins, and PR:PROJECT_SUMMARY mitochondrial metabolism dysregulation. We expect that the COVIDome Explorer PR:PROJECT_SUMMARY will rapidly accelerate data sharing, hypothesis testing, and discoveries PR:PROJECT_SUMMARY worldwide. PR:INSTITUTE University of Colorado Anschutz Medical Campus PR:LAST_NAME Haines PR:FIRST_NAME Julie PR:ADDRESS 12801 E 17th Ave, Room 1303 PR:EMAIL julie.haines@cuanschutz.edu PR:PHONE 3037243339 #STUDY ST:STUDY_TITLE The COVIDome Explorer Researcher Portal (Red Blood Cells) ST:STUDY_SUMMARY COVID-19 pathology involves dysregulation of diverse molecular, cellular, and ST:STUDY_SUMMARY physiological processes. In order to expedite integrated and collaborative ST:STUDY_SUMMARY COVID-19 research, we completed multi-omics analysis of hospitalized COVID-19 ST:STUDY_SUMMARY patients including matched analysis of the whole blood transcriptome, plasma ST:STUDY_SUMMARY proteomics with two complementary platforms, cytokine profiling, plasma and red ST:STUDY_SUMMARY blood cell metabolomics, deep immune cell phenotyping by mass cytometry, and ST:STUDY_SUMMARY clinical data annotation. We refer to this multidimensional dataset as the ST:STUDY_SUMMARY COVIDome. We then created the COVIDome Explorer, an online researcher portal ST:STUDY_SUMMARY where the data can be analyzed and visualized in real time. We illustrate here ST:STUDY_SUMMARY the use of the COVIDome dataset through a multi-omics analysis of biosignatures ST:STUDY_SUMMARY associated with C-reactive protein (CRP), an established marker of poor ST:STUDY_SUMMARY prognosis in COVID-19, revealing associations between CRP levels and ST:STUDY_SUMMARY damage-associated molecular patterns, depletion of protective serpins, and ST:STUDY_SUMMARY mitochondrial metabolism dysregulation. We expect that the COVIDome Explorer ST:STUDY_SUMMARY will rapidly accelerate data sharing, hypothesis testing, and discoveries ST:STUDY_SUMMARY worldwide. ST:INSTITUTE University of Colorado Anschutz Medical Campus ST:LAST_NAME Haines ST:FIRST_NAME Julie ST:ADDRESS 12801 E 17th Ave, Room 1303 ST:EMAIL julie.haines@cuanschutz.edu ST:PHONE 3037243339 #SUBJECT SU:SUBJECT_TYPE Human SU:SUBJECT_SPECIES Homo sapiens SU:TAXONOMY_ID 9606 #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 - CUcovID_0001 COVID_Status:Positive | Sex:Male | Age:77 RAW_FILE_NAME=F2-03-39 SUBJECT_SAMPLE_FACTORS - CUcovID_0002 COVID_Status:Positive | Sex:Female | Age:44 RAW_FILE_NAME=F2-03-74 SUBJECT_SAMPLE_FACTORS - CUcovID_0003 COVID_Status:Positive | Sex:Female | Age:29 RAW_FILE_NAME=F2-03-28 SUBJECT_SAMPLE_FACTORS - CUcovID_0004 COVID_Status:Negative | Sex:Male | Age:38 RAW_FILE_NAME=F2-03-115 SUBJECT_SAMPLE_FACTORS - CUcovID_0005 COVID_Status:Positive | Sex:Male | Age:61 RAW_FILE_NAME=F2-03-36 SUBJECT_SAMPLE_FACTORS - CUcovID_0006 COVID_Status:Negative | Sex:Female | Age:41 RAW_FILE_NAME=F2-03-35 SUBJECT_SAMPLE_FACTORS - CUcovID_0007 COVID_Status:Positive | Sex:Male | Age:28 RAW_FILE_NAME=F2-03-113 SUBJECT_SAMPLE_FACTORS - CUcovID_0008 COVID_Status:Positive | Sex:Female | Age:39 RAW_FILE_NAME=F2-03-02 SUBJECT_SAMPLE_FACTORS - CUcovID_0009 COVID_Status:Positive | Sex:Female | Age:25 RAW_FILE_NAME=F2-03-19 SUBJECT_SAMPLE_FACTORS - CUcovID_0010 COVID_Status:Positive | Sex:Male | Age:71 RAW_FILE_NAME=F2-03-03 SUBJECT_SAMPLE_FACTORS - CUcovID_0011 COVID_Status:Positive | Sex:Male | Age:79 RAW_FILE_NAME=F2-03-30 SUBJECT_SAMPLE_FACTORS - CUcovID_0012 COVID_Status:Positive | Sex:Male | Age:42 RAW_FILE_NAME=F2-03-112 SUBJECT_SAMPLE_FACTORS - CUcovID_0013 COVID_Status:Positive | Sex:Male | Age:42 RAW_FILE_NAME=F2-03-07 SUBJECT_SAMPLE_FACTORS - CUcovID_0014 COVID_Status:Positive | Sex:Female | Age:53 RAW_FILE_NAME=F2-03-87 SUBJECT_SAMPLE_FACTORS - CUcovID_0016 COVID_Status:Positive | Sex:Male | Age:41 RAW_FILE_NAME=F2-03-55 SUBJECT_SAMPLE_FACTORS - CUcovID_0017 COVID_Status:Negative | Sex:Female | Age:36 RAW_FILE_NAME=F2-03-70 SUBJECT_SAMPLE_FACTORS - 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CUcovID_0082 COVID_Status:Negative | Sex:Male | Age:under 20 RAW_FILE_NAME=F2-03-98 SUBJECT_SAMPLE_FACTORS - CUcovID_0083 COVID_Status:Negative | Sex:Male | Age:47 RAW_FILE_NAME=F2-03-72 SUBJECT_SAMPLE_FACTORS - CUcovID_0084 COVID_Status:Negative | Sex:Male | Age:25 RAW_FILE_NAME=F2-03-84 SUBJECT_SAMPLE_FACTORS - CUcovID_0085 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=F2-03-104 SUBJECT_SAMPLE_FACTORS - CUcovID_0086 COVID_Status:Negative | Sex:Male | Age:23 RAW_FILE_NAME=F2-03-110 SUBJECT_SAMPLE_FACTORS - CUcovID_0087 COVID_Status:Positive | Sex:Female | Age:21 RAW_FILE_NAME=F2-03-01 SUBJECT_SAMPLE_FACTORS - CUcovID_0088 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=F2-03-91 SUBJECT_SAMPLE_FACTORS - CUcovID_0089 COVID_Status:Positive | Sex:Male | Age:60 RAW_FILE_NAME=F2-03-97 SUBJECT_SAMPLE_FACTORS - CUcovID_0090 COVID_Status:Positive | Sex:Female | Age:43 RAW_FILE_NAME=F2-03-37 SUBJECT_SAMPLE_FACTORS - CUcovID_0091 COVID_Status:Negative | Sex:Male | Age:35 RAW_FILE_NAME=F2-03-79 SUBJECT_SAMPLE_FACTORS - CUcovID_0092 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=F2-03-29 SUBJECT_SAMPLE_FACTORS - CUcovID_0093 COVID_Status:Negative | Sex:Male | Age:26 RAW_FILE_NAME=F2-03-08 SUBJECT_SAMPLE_FACTORS - CUcovID_0094 COVID_Status:Negative | Sex:Female | Age:31 RAW_FILE_NAME=F2-03-117 SUBJECT_SAMPLE_FACTORS - CUcovID_0095 COVID_Status:Negative | Sex:Female | Age:76 RAW_FILE_NAME=F2-03-16 SUBJECT_SAMPLE_FACTORS - CUcovID_0096 COVID_Status:Positive | Sex:Male | Age:43 RAW_FILE_NAME=F2-03-11 SUBJECT_SAMPLE_FACTORS - CUcovID_0097 COVID_Status:Negative | Sex:Male | Age:71 RAW_FILE_NAME=F2-03-66 SUBJECT_SAMPLE_FACTORS - CUcovID_0098 COVID_Status:Positive | Sex:Male | Age:61 RAW_FILE_NAME=F2-03-116 SUBJECT_SAMPLE_FACTORS - CUcovID_0100 COVID_Status:Positive | Sex:Female | Age:23 RAW_FILE_NAME=F2-03-27 SUBJECT_SAMPLE_FACTORS - CUcovID_0101 COVID_Status:Positive | Sex:Male | Age:20 RAW_FILE_NAME=F2-03-49 SUBJECT_SAMPLE_FACTORS - CUcovID_0102 COVID_Status:Positive | Sex:Female | Age:57 RAW_FILE_NAME=F2-03-109 SUBJECT_SAMPLE_FACTORS - CUcovID_0104 COVID_Status:Positive | Sex:Male | Age:79 RAW_FILE_NAME=F2-03-85 SUBJECT_SAMPLE_FACTORS - CUcovID_0105 COVID_Status:Negative | Sex:Male | Age:59 RAW_FILE_NAME=F2-03-101 SUBJECT_SAMPLE_FACTORS - CUcovID_0106 COVID_Status:Positive | Sex:Female | Age:21 RAW_FILE_NAME=F2-03-122 SUBJECT_SAMPLE_FACTORS - CUcovID_0107 COVID_Status:Positive | Sex:Male | Age:26 RAW_FILE_NAME=F2-03-120 SUBJECT_SAMPLE_FACTORS - CUcovID_0108 COVID_Status:Positive | Sex:Male | Age:45 RAW_FILE_NAME=F2-03-121 SUBJECT_SAMPLE_FACTORS - CUcovID_0109 COVID_Status:Positive | Sex:Male | Age:30 RAW_FILE_NAME=F2-03-119 #COLLECTION CO:COLLECTION_SUMMARY Study design, participant recruitment, and clinical data capture. Research CO:COLLECTION_SUMMARY participants were recruited and consented for participation in the COVID Biobank CO:COLLECTION_SUMMARY of the University of Colorado Anschutz Medical Campus [Colorado Multiple CO:COLLECTION_SUMMARY Institutional Review Board (COMIRB) Protocol # 20-0685]. Data was generated from CO:COLLECTION_SUMMARY deidentified biospecimens and linked to demographics and clinical metadata CO:COLLECTION_SUMMARY procured through the Health Data Compass of the University of Colorado under CO:COLLECTION_SUMMARY COMIRB Protocol # 20-1700. Participants were hospitalized either at Children’s CO:COLLECTION_SUMMARY Hospital Colorado or the University of Colorado Hospital. COVID-19 status was CO:COLLECTION_SUMMARY defined by a positive PCR reaction and/or antibody test. Cohort characteristics CO:COLLECTION_SUMMARY can be found in Supp. File 1. METHOD DETAILS. Blood processing. Blood samples CO:COLLECTION_SUMMARY were collected into EDTA tubes, PAXgene RNA, and sodium heparin tubes. After CO:COLLECTION_SUMMARY centrifugation, EDTA plasma was used for MS proteomics, SOMAscan® proteomics, CO:COLLECTION_SUMMARY as well as multiplex immunoassays using MSD technology for both cytokine CO:COLLECTION_SUMMARY profiles and seroconversion assays. From sodium heparin tubes, PBMCs were CO:COLLECTION_SUMMARY obtained by the Ficoll gradient method before cryopreservation and assembly of CO:COLLECTION_SUMMARY batches for MC analysis. CO:SAMPLE_TYPE Red blood cells #TREATMENT TR:TREATMENT_SUMMARY n/a #SAMPLEPREP SP:SAMPLEPREP_SUMMARY Samples were thawed on ice and extracted via a modified Folch method SP:SAMPLEPREP_SUMMARY (chloroform/methanol/water 8:4:3), which completely inactivates other SP:SAMPLEPREP_SUMMARY coronaviruses, such as MERS-CoV. Briefly, 20 μL of sample was diluted in 130 SP:SAMPLEPREP_SUMMARY μL of LC-MS grade water, 600 μL of ice-cold chloroform/methanol (2:1) was SP:SAMPLEPREP_SUMMARY added, and the samples were vortexed for 10 seconds. Samples were then incubated SP:SAMPLEPREP_SUMMARY at 4°C for 5 minutes, quickly vortexed (5 seconds), and centrifuged at 14,000 g SP:SAMPLEPREP_SUMMARY for 10 minutes at 4°C. The top (i.e., aqueous) phase was transferred to a new SP:SAMPLEPREP_SUMMARY tube for metabolomics analysis and flash frozen. The bottom (i.e., organic) SP:SAMPLEPREP_SUMMARY phase was transferred to a new tube for lipidomics analysis, then dried under N2 SP:SAMPLEPREP_SUMMARY flow. UHPLC-MS metabolomics. Analyses were performed using a Vanquish UHPLC SP:SAMPLEPREP_SUMMARY coupled online to a Q Exactive high resolution mass spectrometer (Thermo Fisher SP:SAMPLEPREP_SUMMARY Scientific, Bremen, Germany). Samples (10 uL per injection) were randomized and SP:SAMPLEPREP_SUMMARY analyzed in positive and negative electrospray ionization modes (separate runs) SP:SAMPLEPREP_SUMMARY using a 5-minute C18 gradient on a Kinetex C18 column (Phenomenex) as described SP:SAMPLEPREP_SUMMARY (Nemkov et al., 2019). Data were analyzed using Maven (Princeton University, SP:SAMPLEPREP_SUMMARY Princeton, NJ, USA) in conjunction with the KEGG database and an in-house SP:SAMPLEPREP_SUMMARY standard library. SP:PROCESSING_STORAGE_CONDITIONS 4℃ SP:EXTRACT_STORAGE -80℃ #CHROMATOGRAPHY CH:CHROMATOGRAPHY_SUMMARY After sample randomization, 10 μL of extracts were injected into a Thermo CH:CHROMATOGRAPHY_SUMMARY Vanquish UHPLC system (San Jose, CA, USA) and resolved on a Kinetex C18 column CH:CHROMATOGRAPHY_SUMMARY (150 × 2.1 mm, 1.7 μm, Phenomenex, Torrance, CA, USA) at 450 μL/min through a CH:CHROMATOGRAPHY_SUMMARY 5 min gradient from 0 to 100% phase B (phase A was 5% acetonitrile, 95% water, 1 CH:CHROMATOGRAPHY_SUMMARY mM ammonium acetate, phase B was 95% acetonitrile, 5% water, 0.5 mM ammonium CH:CHROMATOGRAPHY_SUMMARY acetate). Solvent gradient: 0-0.5 min 0% B; 0.5-1.1 min 0-100% B, 1.1-2.75 min CH:CHROMATOGRAPHY_SUMMARY hold at 100% B, 2.75-3 min 100-0% B, 3-5 min hold at 0% B. CH:CHROMATOGRAPHY_TYPE Reversed phase CH:INSTRUMENT_NAME Thermo Vanquish CH:COLUMN_NAME Phenomenex Kinetex C18 2.1 x 150 mm, 1.7 um CH:FLOW_RATE 450 uL/min CH:COLUMN_TEMPERATURE 45 #ANALYSIS AN:ANALYSIS_TYPE MS #MS MS:INSTRUMENT_NAME Thermo Q Exactive Orbitrap MS:INSTRUMENT_TYPE Orbitrap MS:MS_TYPE ESI MS:ION_MODE NEGATIVE MS:MS_COMMENTS Resolution 70,000, scan range 65-900 m/z, maximum injection time 200 ms, MS:MS_COMMENTS microscans 2, automatic gain control (AGC) 3 x 10^6 ions, source voltage 4.0 kV, MS:MS_COMMENTS capillary temperature 320 C, and sheath gas 45, auxiliary gas 15, and sweep gas MS:MS_COMMENTS 0 (all nitrogen). #MS_METABOLITE_DATA MS_METABOLITE_DATA:UNITS peak area MS_METABOLITE_DATA_START Samples CUcovID_0043 CUcovID_0067 CUcovID_0092 CUcovID_0085 CUcovID_0101 CUcovID_0057 CUcovID_0026 CUcovID_0052 CUcovID_0098 CUcovID_0049 CUcovID_0039 CUcovID_0087 CUcovID_0047 CUcovID_0070 CUcovID_0089 CUcovID_0002 CUcovID_0084 CUcovID_0035 CUcovID_0088 CUcovID_0024 CUcovID_0056 CUcovID_0082 CUcovID_0081 CUcovID_0086 CUcovID_0062 CUcovID_0031 CUcovID_0095 CUcovID_0019 CUcovID_0102 CUcovID_0045 CUcovID_0003 CUcovID_0090 CUcovID_0096 CUcovID_0011 CUcovID_0046 CUcovID_0080 CUcovID_0071 CUcovID_0009 CUcovID_0059 CUcovID_0018 CUcovID_0029 CUcovID_0077 CUcovID_0065 CUcovID_0012 CUcovID_0041 CUcovID_0040 CUcovID_0075 CUcovID_0072 CUcovID_0063 CUcovID_0069 CUcovID_0028 CUcovID_0105 CUcovID_0022 CUcovID_0091 CUcovID_0083 CUcovID_0079 CUcovID_0021 CUcovID_0038 CUcovID_0093 CUcovID_0094 CUcovID_0006 CUcovID_0017 CUcovID_0044 CUcovID_0073 CUcovID_0023 CUcovID_0027 CUcovID_0097 CUcovID_0037 CUcovID_0048 CUcovID_0025 CUcovID_0076 CUcovID_0036 CUcovID_0066 CUcovID_0050 CUcovID_0078 CUcovID_0054 CUcovID_0109 CUcovID_0064 CUcovID_0014 CUcovID_0068 CUcovID_0030 CUcovID_0074 CUcovID_0061 CUcovID_0106 CUcovID_0100 CUcovID_0051 CUcovID_0008 CUcovID_0055 CUcovID_0016 CUcovID_0042 CUcovID_0020 CUcovID_0104 CUcovID_0033 CUcovID_0013 CUcovID_0108 CUcovID_0010 CUcovID_0005 CUcovID_0001 CUcovID_0007 CUcovID_0060 CUcovID_0004 CUcovID_0107 Factors COVID_Status:Positive | Sex:Male | Age:21 COVID_Status:Positive | Sex:Male | Age:under 20 COVID_Status:Positive | Sex:Female | Age:under 20 COVID_Status:Positive | Sex:Female | Age:under 20 COVID_Status:Positive | Sex:Male | Age:20 COVID_Status:Positive | Sex:Male | Age:under 20 COVID_Status:Positive | Sex:Female | Age:53 COVID_Status:Negative | Sex:Male | Age:43 COVID_Status:Positive | Sex:Male | Age:61 COVID_Status:Positive | Sex:Male | Age:50 COVID_Status:Negative | Sex:Female | Age:38 COVID_Status:Positive | Sex:Female | Age:21 COVID_Status:Positive | Sex:Male | Age:59 COVID_Status:Positive | Sex:Male | Age:69 COVID_Status:Positive | Sex:Male | Age:60 COVID_Status:Positive | Sex:Female | Age:44 COVID_Status:Negative | Sex:Male | Age:25 COVID_Status:Positive | Sex:Female | Age:23 COVID_Status:Positive | Sex:Female | Age:under 20 COVID_Status:Positive | Sex:Female | Age:under 20 COVID_Status:Positive | Sex:Male | Age:under 20 COVID_Status:Negative | Sex:Male | Age:under 20 COVID_Status:Negative | Sex:Male | Age:25 COVID_Status:Negative | Sex:Male | Age:23 COVID_Status:Positive | Sex:Male | Age:under 20 COVID_Status:Negative | Sex:Male | Age:50 COVID_Status:Negative | Sex:Female | Age:76 COVID_Status:Positive | Sex:Female | Age:60 COVID_Status:Positive | Sex:Female | Age:57 COVID_Status:Positive | Sex:Female | Age:46 COVID_Status:Positive | Sex:Female | Age:29 COVID_Status:Positive | Sex:Female | Age:43 COVID_Status:Positive | Sex:Male | Age:43 COVID_Status:Positive | Sex:Male | Age:79 COVID_Status:Positive | Sex:Male | Age:54 COVID_Status:Positive | Sex:Female | Age:35 COVID_Status:Positive | Sex:Female | Age:49 COVID_Status:Positive | Sex:Female | Age:25 COVID_Status:Positive | Sex:Male | Age:55 COVID_Status:Positive | Sex:Female | Age:45 COVID_Status:Positive | Sex:Male | Age:47 COVID_Status:Positive | Sex:Female | Age:49 COVID_Status:Positive | Sex:Male | Age:34 COVID_Status:Positive | Sex:Male | Age:42 COVID_Status:Positive | Sex:Male | Age:33 COVID_Status:Positive | Sex:Female | Age:61 COVID_Status:Positive | Sex:Female | Age:41 COVID_Status:Negative | Sex:Male | Age:67 COVID_Status:Negative | Sex:Female | Age:43 COVID_Status:Positive | Sex:Female | Age:56 COVID_Status:Negative | Sex:Female | Age:34 COVID_Status:Negative | Sex:Male | Age:59 COVID_Status:Positive | Sex:Female | Age:39 COVID_Status:Negative | Sex:Male | Age:35 COVID_Status:Negative | Sex:Male | Age:47 COVID_Status:Negative | Sex:Female | Age:34 COVID_Status:Positive | Sex:Male | Age:24 COVID_Status:Negative | Sex:Female | Age:39 COVID_Status:Negative | Sex:Male | Age:26 COVID_Status:Negative | Sex:Female | Age:31 COVID_Status:Negative | Sex:Female | Age:41 COVID_Status:Negative | Sex:Female | Age:36 COVID_Status:Negative | Sex:Female | Age:80 COVID_Status:Negative | Sex:Male | Age:54 COVID_Status:Negative | Sex:Male | Age:63 COVID_Status:Negative | Sex:Female | Age:36 COVID_Status:Negative | Sex:Male | Age:71 COVID_Status:Negative | Sex:Female | Age:30 COVID_Status:Negative | Sex:Male | Age:60 COVID_Status:Positive | Sex:Female | Age:56 COVID_Status:Negative | Sex:Male | Age:65 COVID_Status:Positive | Sex:Male | Age:under 20 COVID_Status:Positive | Sex:Male | Age:under 20 COVID_Status:Positive | Sex:Female | Age:under 20 COVID_Status:Positive | Sex:Female | Age:under 20 COVID_Status:Positive | Sex:Male | Age:46 COVID_Status:Positive | Sex:Male | Age:30 COVID_Status:Negative | Sex:Male | Age:66 COVID_Status:Positive | Sex:Female | Age:53 COVID_Status:Positive | Sex:Male | Age:52 COVID_Status:Positive | Sex:Male | Age:60 COVID_Status:Positive | Sex:Female | Age:61 COVID_Status:Positive | Sex:Male | Age:51 COVID_Status:Positive | Sex:Female | Age:21 COVID_Status:Positive | Sex:Female | Age:23 COVID_Status:Negative | Sex:Male | Age:42 COVID_Status:Positive | Sex:Female | Age:39 COVID_Status:Positive | Sex:Female | Age:54 COVID_Status:Positive | Sex:Male | Age:41 COVID_Status:Positive | Sex:Male | Age:55 COVID_Status:Positive | Sex:Male | Age:50 COVID_Status:Positive | Sex:Male | Age:79 COVID_Status:Positive | Sex:Female | Age:29 COVID_Status:Positive | Sex:Male | Age:42 COVID_Status:Positive | Sex:Male | Age:45 COVID_Status:Positive | Sex:Male | Age:71 COVID_Status:Positive | Sex:Male | Age:61 COVID_Status:Positive | Sex:Male | Age:77 COVID_Status:Positive | Sex:Male | Age:28 COVID_Status:Positive | Sex:Female | Age:38 COVID_Status:Negative | Sex:Male | Age:38 COVID_Status:Positive | Sex:Male | Age:26 ATP 44651 9157974 24210 7421754 76087 5879048 8821703 3540694 12569720 437165 324887 1998393 43979 4108544 10807840 178858 1510240 11730120 3637527 80565 88966 7915616 5519380 16165900 4748594 2500483 293586 556801 1901325 6374604 249143 81078 9900920 381594 115410 8163862 2002886 3848320 1496856 119576 1029337 389113 3582278 8183506 5096256 433466 235279 8276140 49506 13431460 65893 6800506 114418 521260 2274739 194574 906901 8901408 3945060 3031420 1506348 1902535 9198381 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128370 106338 88174 152968 134057 182058 112945 156494 252740 115132 123602 164225 122582 126729 951209 155795 110442 127031 178611 167228 143329 132718 IDP 592761 568351 503995 780069 1488561 258924 908811 837714 1420539 2679452 1237965 404796 6335758 590344 318200 700310 804450 929840 1699242 670535 430820 571316 794452 396401 1016764 1107641 1535990 1225740 539780 812100 1572162 1488078 675763 1275848 792144 245087 1491659 1687937 1116226 1550954 868682 1751961 2682586 1052092 1164515 728183 699219 2149889 2036852 498607 1467719 253275 1350178 983101 2520647 418962 2526024 1497109 980508 793788 1533249 1575739 1600302 354938 2470294 1316933 904310 972534 1957243 679592 2943097 1498387 1268153 2819404 560864 1301809 684607 1662054 1984716 1569069 925888 2479466 1368702 1255708 797317 2360885 1573034 896142 431328 1033100 1574565 292955 764408 1220095 1324741 2099093 753570 1576165 1010139 3425085 720586 1982954 IMP 14119360 44241120 4868014 16458560 4223362 7229232 11545900 18950120 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432609 415250 736052 275783 2152809 399235 412051 423577 913844 687001 1022446 489210 319400 881396 1748614 655767 682296 302407 361408 307582 548904 1610439 372958 541292 281072 412238 351370 751232 693976 550760 361949 948722 196114 558278 2306221 317421 224522 201457 971723 549935 1190844 1428767 427809 341062 549113 556267 974664 242443 1294752 405330 582589 661394 298952 559302 552922 711199 486159 671015 219854 432805 549515 533331 473423 520977 904314 673427 519816 723115 649520 240820 649026 690849 663747 1589773 2261632 354437 1257264 5-6-Dihydrothymine 1241674 1682600 1008352 1112274 3144735 1029636 586518 600351 831216 1017816 1044094 845567 668466 762437 1017318 751736 655423 1269857 960970 1156210 919249 2482839 1654789 1245270 912739 1382584 730756 446859 1449391 1032185 829743 1976270 821004 961747 1041167 900813 1078012 656047 197099 865811 760077 782520 908027 1038928 705263 1366809 1112965 982678 1082407 935470 1583283 704367 1992480 689325 649239 668049 673998 1081551 1007609 1006578 1102248 1007198 942756 1279910 1451931 1630448 1283609 982179 1143170 609101 902588 487249 663081 297413 1426433 597145 920294 1941931 617897 487583 585312 1053312 912346 1098790 1219253 1086775 1527608 624182 547069 785920 900282 894736 790207 796498 781254 887663 729016 745692 837241 1325815 1375524 1043590 4-Pyridoxate 10282 11748 4314 8507 7173 2186 0 3561 18686 12137 9693 6581 8135 6335 11099 8936 11189 15036 7936 16087 15808 11816 10213 10457 7254 11428 14345 10580 8404 6560 11049 5241 7024 0 11258 7446 8135 13835 7631 4951 9488 11361 11928 16215 11480 13610 4175 19320 4468 28094 8597 14490 5377 50227 10639 118400 18572 11129 52811 2822 26108 15268 34035 6857 21592 15543 17178 5883 10943 4835 17977 10038 12693 6518 0 7905 4237 1767 6371 8765 7394 13467 8286 21942 3787 18601 10559 16740 7211 5836 4524 6527 6637 3624 0 200101 6165 6714 2722 7098 11476 12717 UDP-glucose 763392 560544 844399 464875 416614 442677 383724 276512 429217 589557 509672 349467 793388 471795 1033016 427109 875105 567027 701169 764181 606744 698642 533915 650352 1144361 517678 778026 557708 858347 729178 575020 528914 577366 671371 712001 630264 606671 503058 817488 702082 411376 731711 574756 514232 514577 825340 598736 491247 744313 355084 715252 595129 735159 590414 613502 690983 662322 631795 450044 741237 537856 795471 416865 740765 815659 630272 927951 1002528 740732 636166 622642 469428 519515 554594 687005 573720 377083 592790 723995 732904 650375 487473 462711 462621 604914 598362 664175 661390 934409 694198 509188 626212 528371 545616 554610 421682 716404 636238 746745 577068 643142 515827 Phosphate 66063070 50193690 86790310 33469100 80664990 26855920 60455960 20383570 39324160 95076350 68716680 34960440 84553190 50866600 28427780 61444110 61293610 37307360 54991710 92066780 73719910 44042260 40919560 35715640 92974890 57871170 91443770 85486400 53325470 47677570 77923790 57253570 39882850 80385030 71863140 49566190 76163590 80921080 100049100 99698880 59485250 91315010 97338840 60841690 48163930 63028370 68990150 57608960 99881480 30595160 79913820 45201040 71900560 102803600 89869270 71156070 96047580 75002620 40283570 55094480 76504310 76365620 55941720 58055350 75381420 66010060 64476800 60804680 104861400 67641820 92137980 67492420 49755960 72420890 81593520 108130600 29879570 98107130 100950100 103215900 93620800 72679610 81047450 48866100 72110750 87073920 82072830 68454550 81067360 62521760 73715360 88630690 83182440 63374020 55126720 59531670 105160700 77571810 50860980 94361660 47834400 65384410 Diphosphate 3505592 2632277 5074828 2801842 5105508 2083648 2541838 1830370 1901935 8038164 2921213 1806504 5804378 2510761 3448540 3143140 2500228 2177945 2065189 6384766 5068156 2779070 2058974 1892176 6452552 2802510 7041290 4670434 3516024 3559298 3839159 2790468 2409657 3932711 3391191 3378532 3915531 5841242 11237810 6124492 3483371 4536372 8649877 3950856 2404746 3000217 3272014 2728978 8281878 2716567 4579472 2507385 4065824 9753101 6781520 4035766 7508046 4619104 1688395 2890737 4628932 7445192 3123222 3445151 3509330 2843025 3789685 3159432 8253948 4430024 5168180 3148058 2131731 4154310 5515968 9242644 2183420 9259582 9798665 8474433 6775086 4067921 5904650 2405262 4818614 5728056 4853516 3476825 4884244 3531860 5961522 6138108 5852576 2421238 2805297 2566983 8308292 4290060 2758500 6373596 3106382 3103177 D-Glucose 4055948 3502720 19637470 8073072 10843460 3481682 16281700 5808298 7513340 8772591 6437906 4502310 6805146 13571790 12356850 7294582 9230487 8841064 6403390 8869316 7697096 4768316 9065811 7028112 10418770 10985480 10729780 1682263 8556444 1350626 5685886 27133340 12376800 5277694 8094118 5049394 10229120 4425216 9132541 6266214 8296228 17483160 2968821 5413608 10330510 5078768 7504952 11825030 9051927 12154120 8502803 32505340 4899208 3049119 14424190 12175380 1928441 4179143 11394270 7299154 20364130 5215400 6980094 8647509 5686342 7095310 7925336 9009545 7584048 4015831 16063870 6090438 9128185 9533788 5965262 1499645 7110282 4786972 11644140 29164690 9119488 27492080 5936798 3516751 12221500 4908614 6066272 8487140 17239960 18833270 15510040 4766344 5155274 8706255 2780850 10598540 4952642 12267260 12543740 19204670 2460327 2447098 Hexose phosphate 5311506 4517440 2990390 3605960 2223669 6585306 2454120 1295281 1450833 1744546 2116709 2071328 2885081 2947824 5059572 2111942 2863420 2152311 2730741 3402316 2197756 4673825 1942671 2669974 3046020 3050395 2073401 2453521 5436968 4084616 2196736 1887104 2061628 2892871 4896398 4750282 4335642 2343670 2775857 3965016 2268562 2681538 2095794 2665249 3028955 4118697 3339061 2187380 2157068 2355797 3513057 3836120 2887519 1839928 1879899 3649648 2185411 3025717 2427766 2529733 3641844 1334675 1565992 2805322 1855848 3535355 6081690 2604630 3614748 2259443 2343296 2909120 1709405 2667214 2850331 2195653 2187657 1949321 2163178 3239670 3777488 2717924 3004348 2474820 2104874 1691564 3635093 4310214 4959880 3835919 2262963 2987606 2652562 3466020 2361581 2020458 2090153 2038400 5310254 3380043 4391986 2963762 D-Fructose 1-6-bisphosphate 25944310 9640429 12863680 9573996 8687693 11111940 5370076 5688612 7235014 7423138 14481940 6418920 15196620 7881026 12913380 10331660 17569960 7897498 9283837 17278140 10525510 9204099 7643370 10805080 14067770 7259500 11134250 14539300 11921370 14320330 13213720 7557726 10344370 12516540 16652490 17155160 22763480 15174600 7344376 22007090 11869340 14869650 8563393 10074390 10163850 18024070 11484320 8591928 9666805 7297648 11749260 7977868 14105100 12809000 7960316 24316660 13622860 11268360 10136320 10296360 12820130 7567468 6448916 8676714 9842072 16738520 11905730 10082110 17720550 8983556 8641439 17840790 7922336 9383348 10306700 14046750 7382628 7991598 11513860 17228430 15907870 9459859 10000290 9342875 7935002 8888896 22855490 17648330 24392030 13111220 10263540 14719600 14094660 20334450 7332140 9136525 11259710 9444037 10832050 21292460 13252020 11519610 D-Glyceraldehyde 3-phosphate/Glycerone phosphate 19214710 6972598 13770200 8433321 9600439 4002241 4975154 5900298 1401302 7897450 15664540 4165891 13916490 7306246 5817732 11144150 18311860 3533747 16690420 13168360 7258886 11789450 8640925 3419964 11270280 9917939 9536153 16921920 13844380 3152844 16045620 10771910 4379996 15055680 19650550 9515876 18104210 6956776 3360131 16981990 10380710 20018800 2196080 6198364 14398240 20652550 17640930 4496788 7877204 5017760 18803560 7278140 21317890 2141369 9800233 19070990 9668921 7703814 13062220 10880580 13443000 5531866 2277936 5257994 15976470 21045970 3348106 11953850 13621480 10116380 11191660 15342320 5550980 7165068 13366880 11182810 7980980 4483500 6382610 11131050 10686970 7300314 3814867 5106390 7638370 9761466 11497840 18819010 16662000 17052020 9873409 16515980 12720060 13098010 3734697 10422260 9233175 14214840 2542594 13524970 14169600 7356228 1-3-Bisphosphoglycerate 517898800 354814500 310978000 380668500 251839300 282012600 156442400 298010400 243414600 138815700 404280200 218903000 289910000 306203800 504049100 336908300 222389400 322645500 86490310 272720900 366562800 368308700 324143200 266972000 259513600 320077000 272188000 265433700 511861000 450489400 255548700 241409000 360248300 300961700 372277800 439410300 315500100 179722600 6672304 228885200 246435000 240740400 123200300 146590800 264763100 406808900 379375200 150363600 177021400 404766800 423165900 365384100 474718400 187276700 77476320 314156100 114946100 234598600 238188800 387600000 244281400 43911380 198579200 328167000 131455500 247356700 481994200 358916400 208222400 258671700 150550300 336804500 226459500 69445600 197900600 190866600 302969800 103496800 153191200 120458400 283348100 37692850 231065500 316720100 264093800 258495800 170823400 452001200 390463400 501612000 185954300 302588500 228438800 331874300 251668400 169171800 206736200 280110900 252715500 50994450 404445900 181316100 2/3-Phospho-D-glycerate 54700240 30651530 29647880 37551410 26091640 26960650 23116590 27747100 21732560 12293920 40233570 15190410 29746700 32198150 53212980 30989850 15180980 40639700 8435815 18223940 25768170 48885010 31844880 17459150 27710770 32436010 21489130 23416000 59137850 51090050 19686110 23121330 44105500 32843280 39516800 37721370 33095320 11990680 963294 22400410 21762080 26821460 13637100 9308998 20936850 40813560 42320260 17562810 17392250 40750240 38268370 34583440 46209970 13492350 6445272 26425870 7492898 17016160 16703270 37420380 21779230 2458369 20953740 25154950 12624560 24737440 52472020 31702150 16810710 20032170 13057240 29171040 20169880 10192800 15361290 15030940 36677460 9185891 10352420 9975385 28433280 4242380 22250200 32335720 23491870 21771550 16731060 51813250 39529590 54082770 18398510 25855740 21947490 34754060 24622610 12315890 19850750 21843920 25269180 4610926 47117490 17733550 Phosphoenolpyruvate 40503520 26523130 25626460 29552820 20087110 23241730 13034110 21811040 18486220 10056180 31302700 17154380 22503940 24509830 41966750 25689390 16875170 25662460 6796870 22660260 27106450 31146880 24499010 21417780 20918690 25302310 21606650 20559190 39977470 36048980 19982660 17543420 30594300 24077320 28275300 37101310 24010630 13520990 649890 18098140 18789610 18732750 9830443 11040680 21055570 32809210 30906930 11260880 12306440 30325990 33842630 30068730 34929100 14677480 5640052 25284060 8893151 17507050 19717150 34990860 19469490 3259091 15579020 25840890 8854960 18163470 39984280 28232160 15692160 20654600 11539920 26122090 17763270 5537558 16078650 15621000 22664360 8164526 12154380 10671280 24535260 3000005 17790160 25813820 19539610 18463700 13115130 36138560 29538460 41165330 14402650 24269460 18205950 26861770 19533690 12675280 16371300 22060310 19434830 3992628 33535330 14659380 Pyruvate 12086090 9654365 12790090 6628530 15921680 4449282 8010034 2642206 6293978 28870380 11903060 4949528 21598030 11816700 8616907 11901970 12394550 4267842 13925400 16994030 15094580 8222150 7153042 7722624 17801920 13927570 24386400 21736790 9757251 16363730 15774670 12656420 4622818 16629610 12921610 10968380 16837130 19406960 32348170 24339910 11663130 14679740 38312590 12916160 11570660 14325960 12739660 12387850 20441730 5752048 16743570 10336130 10138310 19523070 24191800 13615890 17356410 14659400 6057798 8571727 9854870 24653750 9438185 12009790 15493350 9463148 14909320 9132535 22897580 13532150 21519490 9545696 6070752 4250176 17400880 24272900 5279858 21213300 20178000 27255200 18631680 11726510 19179530 4105095 12458480 20436510 18068140 12220040 15578310 13458320 22007220 18542430 15047820 16269200 8665409 9087664 22621130 16156790 11541200 37038660 10848440 9026031 Lactate 199705400 131564100 114609900 64234660 83329370 86405100 212852200 62935560 162706200 268899600 81901210 31260750 134636800 120705000 99992540 68487020 97793180 87143880 53303610 159371500 64153740 142003800 62343870 50065920 85033730 75237790 159629400 173842500 78353590 256795000 144078500 76236420 67352100 170586400 82042490 100101500 77737340 170606800 415662400 154059400 174005300 188442000 268340100 202519900 90658430 159410400 100377300 212612000 212802700 128870400 113287000 156582100 137994900 223907000 189651000 101028700 186548300 161306900 151751900 80232140 215933400 149262000 177285900 96055940 112650300 102593800 155537900 71500650 175839300 156461400 134917000 72355960 101530900 92484900 82374790 278869400 96719990 207751100 180790700 231564400 229922400 162545400 181598700 101467400 79149060 207411000 154404500 77959900 87840310 113745400 202521000 187092000 126543800 171002300 201691600 145634000 200561200 69849560 189592600 200517100 145808300 169161000 Maltose 48580 86954 84260 73470 21307 90053 225662 95462 62192 50473 84813 20958 68861 20475 99061 48256 45460 81259 21940 28685 31760 81980 88124 17957 11632 57281 40370 78471 50968 707493 45465 121365 70814 186475 56835 27444 32617 16398 95203 78401 21545 215026 42575 25273 70020 73110 37680 136677 85493 168021 82191 81352 420497 65268 70192 108101 49788 21437 303239 40579 129618 11539 49034 38978 251232 480948 184119 95916 26141 97886 103967 37142 124783 119357 45586 52894 83294 26771 36656 88727 40377 190270 29922 80436 37933 103641 38496 57643 84234 112951 43746 76336 38254 93021 38981 181180 50265 189893 42686 39150 120579 17939 Maltotriose 42433 68180 13036 55548 0 97107 93783 38080 47140 12905 18134 3469 28973 8788 46564 30629 0 66730 9276 10286 0 37199 49046 0 0 27597 8388 29758 61229 233755 26442 72992 19692 117789 0 5467 8487 0 28017 56410 9846 83851 20587 22946 13124 55772 9045 62794 60797 59444 60128 50110 136857 15397 22918 11646 1251 0 48935 25193 72182 0 7391 7446 97728 356552 121546 56041 6472 55072 42453 0 32278 36350 11531 35045 60707 8549 0 22231 10659 70569 16968 29122 14269 48426 17718 31298 11427 19608 7962 54390 5662 37424 21038 63312 24683 140134 66381 16967 84503 4539 Mannitol 336953 259794 501323 248661 354219 291371 308477 33681 210548 97997 343203 150503 416571 205577 430086 249662 8492224 157453 278019 312127 148924 544643 536878 215707 311937 494317 456212 141728 498706 300294 179425 542019 83249 417014 866983 74363 268348 156191 475876 211554 268159 756102 885636 61132 236361 718432 372297 572454 268121 273896 350574 697230 74867 577121 625382 3541713 238297 616056 499910 306743 778332 206620 206258 372011 362415 6231182 563431 233953 174896 357694 964668 165030 204162 1456208 310284 68529 56018 1305356 330830 912714 416390 660268 657815 250572 249727 281553 208438 76625 2759139 321081 347930 244409 247494 297447 297310 1312822 163882 411574 439737 555033 2599324 269508 D-Ribose 724120 761714 621905 392362 322303 199933 535545 345358 598969 547517 530662 220922 485260 995024 436426 584637 552519 398563 295342 446011 582740 683008 276017 259073 1008651 322744 876391 416864 1432353 328860 313640 839851 402472 511062 1316457 438125 552592 581005 471649 487601 456891 598040 663288 620696 346211 708509 425555 573908 468758 371889 442963 846380 388815 2431126 462461 2301025 404137 579758 318210 316532 681958 377354 716730 434835 509894 1559633 984536 453651 913943 243146 1308877 675970 285952 685518 413601 440080 533424 569621 390538 804510 576096 824772 591455 340621 375951 587100 497754 414646 898944 545950 469404 1227883 378601 528372 420860 2191354 533925 921149 437094 655832 757559 348614 D-Rhamnose 190762 185140 53416 247985 117225 297831 14956 269138 248143 158756 63361 242207 421169 362812 16983 372003 270221 310352 333349 180941 247470 153184 465776 89190 370822 384684 191692 156585 472712 206940 306041 28791 357673 284018 287785 155030 326662 187625 7059 331362 132649 49904 660737 357756 29218 417704 320433 241202 133199 159105 202366 32774 386910 151659 103595 192195 133914 254599 259276 399592 90197 153676 100393 232469 283660 185720 65507 203329 201066 126550 184430 250779 301906 229933 104752 207420 462580 432479 242277 23205 245241 97695 226938 192141 267273 190565 172376 285376 40421 145594 149909 74123 197637 176475 275182 76070 177699 294298 483269 193462 276430 269205 Citrate 689731 899524 1048442 2889710 2937092 1302604 10006540 4346544 11741450 2726086 1831465 369176 1664516 1641110 2082089 1777775 1544422 5421532 625874 555471 857030 5690300 1795689 573709 540827 2229096 2621620 3156031 5859340 2962338 2348275 2335467 4816130 2393327 2413602 2603933 1606073 1582405 1202989 2468693 1403695 2997085 2243551 2635486 1600225 1891894 1075626 6320814 3520735 7560514 3062542 1321476 2363321 399347 1458525 1298063 2104572 5649124 3600063 1963919 2187302 2544564 9602106 1053141 2670647 1893201 2328942 3279244 2387459 1925786 850133 2740925 2697496 3314758 616281 1645518 2404021 1747015 2879683 702406 2030930 2955611 1521065 9055075 2579928 3347023 1509086 1625211 1018218 1107766 928665 2033563 1883094 2577447 5569692 6225032 1752250 1877299 2923726 1466791 2124271 2652963 2-Oxoglutarate 1988408 29565 29662 224530 618309 23293 504074 878164 48039 630934 1306584 47927 446515 11676 72920 299730 2552666 152676 152953 157285 310065 77521 387878 7139 40065 469204 333228 679011 488135 893173 97197 260554 1183077 206482 151876 11887 157647 191826 34210 87899 41423 259371 116948 47442 1121923 87017 541992 342132 158586 607090 2201846 85768 3636120 10953 120599 343133 196093 82704 1481128 34133 440727 81861 84207 97981 535159 883688 674722 965743 347070 859929 129947 596585 710969 332934 220386 57541 46975 912477 266148 53711 2095504 209712 45436 376638 2639774 2049531 33711 68539 406612 115287 2224020 755598 235753 189639 604710 199211 171873 207366 104100 65209 182936 138014 2-Oxoglutaramate 95458 97092 47556 54846 90820 66099 97173 33962 112538 132023 104549 19670 86657 93939 89363 64799 122463 85655 56963 49763 90350 121449 50849 72389 76383 84156 92550 116103 113845 88400 45489 78662 56613 78130 157464 93164 57694 106920 173282 57411 98089 125648 98706 122305 61872 84326 56846 144997 127502 213030 67183 75112 115349 926208 76731 236773 129192 134584 68476 74712 130253 69705 127093 52185 88451 165531 130721 59415 123717 83148 89128 102078 52934 91916 41310 116285 105599 120292 90921 122275 109793 165496 83483 98493 56049 123687 77608 59329 107426 57858 102958 156601 80635 96701 97625 295613 85439 64719 83426 104756 75541 87395 Succinate 305751 161719 195366 225340 169997 129784 953487 201661 285095 360238 272847 91753 232486 197450 187745 202382 219339 238840 119779 123789 113347 177049 183287 100403 169716 265054 180782 227337 451427 348390 255892 254893 388406 269590 257631 187309 219027 290036 549070 256073 169229 624072 290659 234015 162928 281724 185546 448475 382129 284061 287949 285120 529294 244689 316341 328343 446227 435733 391975 230900 384446 138415 764128 135107 297134 400957 316058 297760 405228 272035 217578 235370 237497 378721 70737 377834 233432 250184 281700 456336 335289 412053 324434 516286 234615 954802 424707 211545 201194 309730 305521 255297 135031 354547 373152 424154 257890 238892 485901 228736 191375 305533 Fumarate 1039014 468365 299919 363467 865114 196515 471779 403932 353647 1027993 582261 163308 708217 334845 603258 616460 415317 317721 323703 457868 398464 561528 444826 176521 230481 716706 894379 600172 868279 1117992 433858 515263 377625 581011 406809 437585 448070 593876 473118 545627 497365 656085 625906 482498 485060 421522 548480 504092 769740 432431 1427060 502595 1546477 291300 461278 663467 566165 689052 783857 380748 928597 417938 461676 739578 691973 961224 972764 734059 687842 563470 566767 495436 493988 380871 464361 503057 276293 614821 662281 401538 494062 467388 537160 651402 417649 806827 556410 556293 534828 333394 343063 801550 442880 368671 799225 334304 435921 544915 570737 535711 588822 560195 Malate 12718390 6253862 4126181 5375623 11110940 2507797 5990354 6164522 4289646 12942280 8251362 1814968 8518223 4047181 7270328 6982146 6333820 4753474 3197884 6057658 5697318 7769632 6522006 2076318 3017090 9745477 11351660 7454012 11082480 14840850 6142840 7188562 5128368 8375624 4478314 4347983 5718764 8184214 6603290 5999846 6120998 6740786 7524290 6084206 5846214 5000910 7286266 6495212 9487106 4791518 18203460 6741116 19608910 3515695 5915682 8684498 8283856 8560731 10181730 5662620 11218090 5702012 4315076 8651161 8579771 12222800 12614340 8103476 8954452 6726484 7343140 6233558 6127798 4368435 5782846 6048882 3126130 8753601 9155337 5112940 6372302 5481047 7028334 7919398 5846500 10737140 5570876 6158528 7981434 4940037 4081368 12021900 5683020 4651406 10614200 3948624 6864696 6200950 7587806 7073198 7906258 7313262 2-Hydroxyglutarate/Citramalate 542205 499967 530637 1096637 890545 160318 936160 745988 377962 673463 929719 104915 687788 498579 580745 857769 1823798 562044 289365 688952 644324 567518 575764 306759 413646 704915 755937 800415 1543811 2054685 369552 793392 814843 783840 538667 705150 504610 976367 499615 868338 367981 661949 981615 531073 895393 643841 599102 613214 842319 537921 1409779 503012 1553110 290982 355591 843578 793784 716923 607438 688004 1956952 790143 516581 539803 847349 903418 2303092 1220743 719608 508971 980602 788352 755949 842947 485641 456400 339935 599219 684944 480492 1144544 754031 663406 1218110 676944 799482 554018 925830 580371 477243 832352 789649 545374 765515 494643 669691 633058 432499 926882 378850 933002 409325 6-Phospho-D-gluconate 1323274 1456244 716269 978310 625339 1900741 1176617 336186 602392 869424 725159 664358 599603 686646 2314508 612041 564273 926438 715852 735611 577001 1472483 522441 922466 843041 816592 607371 564960 1317143 974576 610552 1972042 614897 820792 771835 1105452 682719 681233 1907817 848081 448386 1165902 713364 714836 2024337 945744 789358 811968 457673 567936 965060 1354010 1121261 584719 1131911 1003506 706628 837251 974050 741420 1183980 746293 554663 545655 690407 713520 996760 721934 670849 658281 743756 486537 549376 690693 807875 582711 526956 667177 647967 1649200 702990 893828 667969 830159 639290 625940 796125 495794 1484734 765052 624078 913304 391317 756255 909079 873092 619425 666517 1089635 830145 871257 735958 D-Erythrose 4-phosphate 601629 183442 153404 112786 110477 99836 59666 64974 73455 89714 276555 60622 152739 84806 70482 135889 114870 100148 136989 129360 70826 345215 103550 118280 108207 79921 109393 132702 89938 124140 207352 101787 95383 224266 167232 114776 180025 119894 58370 243336 250196 159220 17555 90528 129759 227222 119290 53617 83465 72745 164180 80456 423287 35741 65103 210951 132884 73157 122655 97805 211796 28953 65115 69758 142389 437588 52825 198117 187913 142121 99638 182991 74885 77801 127148 130428 133559 68204 61523 100692 154371 67834 74713 108787 76078 89276 175101 354906 271211 235593 90283 102109 158583 201237 76837 94913 110688 144717 98655 113632 240125 102786 Sedoheptulose 1-phosphate 208401 188702 138685 141678 102724 100089 120435 70028 155982 184261 210829 212055 137628 143914 209098 163160 179757 141350 180621 205282 154760 106210 185791 195831 169687 183710 187161 183468 127593 123862 228007 129369 202888 109603 161732 160760 170235 289291 177179 135544 166960 97195 143627 201423 216622 191616 171468 124897 163443 209205 167152 217697 135027 211654 206869 205241 175021 226745 127129 168998 248064 238030 199073 116757 180880 125862 144678 98800 205163 184300 207734 141662 202390 171137 171955 174135 163495 143789 180663 213043 168390 103361 161038 176151 136654 171866 314787 177111 129947 145883 136324 179750 144271 180587 132842 157905 202220 162472 192029 212738 186704 146797 alpha-D-Ribose 1-phosphate 6155642 2920028 2025784 2194830 1389495 1907164 368933 657343 265919 1468277 3204949 792710 2072066 1301058 2515609 2084624 1916769 630380 2549687 1625496 966428 4519354 637749 1064874 1611925 1387599 1257562 1764969 2419138 1824560 2509108 1946924 320949 3945630 2781029 1533277 2475468 1156326 1400026 2712766 1263918 2486887 417926 954351 1799242 3603296 1803729 535537 2134054 485003 2344960 1570601 3907794 330522 1394990 3799618 2201608 1545065 2032724 1881279 3108972 596311 307718 1026353 2111248 3923167 830714 3438581 2162329 1837497 1692427 2359272 445063 623767 1371240 1965294 1613861 920244 1142777 1392085 1104470 633720 866286 855777 1209025 1758360 1956223 5250126 3223572 4277226 959527 1385775 1651069 1762312 1089342 1431829 1489572 2315581 742745 1315157 3993129 1363268 5-Phospho-alpha-D-ribose 1-diphosphate 35178 17479 16614 22671 48492 18067 141325 12928 724210 845375 42479 25845 9787 3561 6175 15282 30852 30043 1800 304 5215 9296 18169 37102 13432 12148 53717 65573 23822 1529 16696 44275 11755 37756 10118 2866 15456 1502575 4928202 17494 31453 84629 473309 1981129 68162 8027 22090 1198834 41190 4839 18529 12619 254587 43852 444429 17643 2608433 3236445 86145 28480 1198435 604131 1392727 31917 147075 371414 18851 16725 1041962 68875 74029 45704 167091 384045 22651 1754290 93993 948876 2361579 1232358 16742 608852 11195 513107 22693 218572 753224 9640 13684 13155 206010 36219 12417 195544 1912811 194958 761146 34870 216837 1523922 18370 960748 Ascorbate 79553 65876 199394 112488 192049 42946 204969 84503 164211 124342 108676 52937 89926 209563 146918 87299 123676 132357 92675 142467 202037 96119 121047 97733 337008 144430 440734 43030 147658 13155 76415 324696 166783 69742 90989 87330 126158 102864 151494 87903 117384 280802 114321 158157 115340 52258 78959 144791 184982 208888 128331 373824 100485 22500 225895 203599 102700 257945 142340 118046 311780 133191 129774 106360 77150 134249 183134 79082 36200 66503 206951 122677 136398 186298 44604 118341 128512 85033 539413 448696 188221 496202 88074 347610 487048 351978 149064 129006 312114 239693 216896 70895 87305 159717 49583 276366 92531 178545 204174 276730 48300 43738 Dehydroascorbate 43692 15905 47511 86490 100521 29911 375077 167522 395539 135296 63740 32108 15771 61906 84211 58086 66852 249412 11504 16809 23881 176537 79606 25626 264521 107513 96340 79430 270276 91413 83554 69785 173228 99112 69909 45876 39145 79896 50843 45585 64195 139981 84693 110010 61890 64210 19840 332891 108952 291806 174165 74404 117285 60334 65026 64059 109933 256635 167810 31774 109699 131226 394140 24565 118451 127790 100883 118073 66475 78492 71796 110210 119509 199900 11931 59883 78587 48599 148691 96575 71785 203015 24374 483022 95167 126852 58431 16033 54810 11238 31862 57761 43574 54747 252662 298746 63469 77706 101160 62134 54973 109319 N-Acetylneuraminate 712495 226512 105238 195917 113729 149231 586615 279722 302678 268060 225446 77239 187263 123976 261158 128176 245955 233155 132030 165924 114552 274606 208223 70187 81041 166456 195617 190368 170733 675853 165135 237037 225434 283672 97063 93297 119756 163194 285028 111713 128466 609014 177665 197935 196935 148443 180482 338273 178691 181046 378062 215514 490736 286699 194750 198045 202161 267387 296292 261984 216243 147097 301629 180067 210554 352247 420261 145522 192454 198186 433389 237196 177448 262781 95859 192805 196487 147238 275908 272967 140746 290697 142294 328968 154733 242267 181281 112808 283562 273049 142340 233315 242978 328938 229871 473496 177256 125244 238204 616631 170819 153560 alpha-D-Glucosamine 1-phosphate 62448 43146 17175 25842 20490 0 47131 94333 11770 33683 0 11824 5359 62106 37144 69811 0 40754 23831 11829 10821 0 7486 11849 2252 59262 82324 15137 79986 18585 35061 16182 54442 40233 75142 0 38607 25261 5505 0 24646 76934 23365 24756 35310 71548 50521 88299 77760 71267 29804 27132 11565 157186 12354 111242 6172 156135 34763 56457 100870 8199 34679 93524 27719 206227 115782 58782 64239 0 90410 5000 48542 9719 9329 16773 10454 121190 63606 46574 22160 29728 7306 13301 58886 27532 0 11479 29961 28606 0 34696 9509 15969 12329 56996 12869 80393 40334 27471 14702 45391 L-Arabinose 724120 761714 621905 392362 322303 199933 535545 345358 598969 547517 530662 220922 485260 995024 436426 584637 552519 398563 295342 446011 582740 683008 276017 259073 1008651 322744 876391 416864 1432353 328860 313640 839851 402472 511062 1316457 438125 552592 581005 471649 487601 456891 598040 663288 620696 346211 708509 425555 573908 468758 371889 442963 846380 388815 2431126 462461 2301025 404137 579758 318210 316532 681958 377354 716730 434835 509894 1559633 984536 453651 913943 243146 1308877 675970 285952 685518 413601 440080 533424 569621 390538 804510 576096 824772 591455 340621 375951 587100 497754 414646 898944 545950 469404 1227883 378601 528372 420860 2191354 533925 921149 437094 655832 757559 348614 1-4-beta-D-Xylan 158199 138369 720469 300368 397906 156642 630444 218085 276734 343974 244438 174338 272843 492974 470556 295041 326225 338258 265887 348757 250704 179208 335032 271950 399006 398622 249766 92103 300382 36658 220489 1051759 477447 414278 305458 206586 388444 186775 346947 273272 305705 638247 38987 208857 369773 245375 312184 426907 354933 457331 362491 1234665 190874 29810 595990 460502 39997 101663 452409 299244 789351 131645 231593 289579 222856 272524 313149 355654 64421 142118 533615 227036 320016 406547 248302 81969 271796 57429 450634 1150554 364109 1022713 224738 142154 427944 177021 193515 310916 796223 674940 497305 179474 211030 309092 121682 415752 218274 486731 520172 720075 285625 95208 trans-4-Hydroxy-L-proline 477821 544651 218789 265970 562535 116032 635918 199681 203936 261129 381516 82179 232373 175435 241142 136366 224152 376673 283803 198505 387866 446742 164829 283894 338940 305927 298308 177824 675075 351166 202602 163841 283604 1185148 658387 212806 316754 183349 166265 322682 170761 458669 386858 322901 248805 1267315 250038 387502 212163 425329 258714 212712 577014 659584 260334 459675 289564 271701 457131 400849 361667 167153 730675 293019 354185 486524 872402 191788 232770 188895 418058 412935 298866 359488 223582 171166 151772 298701 175081 278123 201445 391262 182707 352646 127769 329154 267887 240583 360488 357421 218867 230414 192563 368286 273802 693066 131407 186395 244929 278425 512790 339031 Pantothenate 417915 743871 76135 147521 43801 17026 29191 3815 29269 64989 296687 22011 125029 124678 74649 91115 486627 105019 105677 52883 29230 565841 529203 35251 60028 157742 181371 43358 50314 2428 68536 28009 119121 22865 19590 17586 71689 64635 14297 10390 48532 38052 99724 140229 60160 91047 144526 8321 109506 12303 158097 178216 175200 21368 27795 360875 1528 117259 0 94883 31893 52304 61370 69356 39744 247311 43618 52209 62028 61810 385631 17454 58105 55287 8429 6266 30681 451820 104962 102844 63427 94344 7461 35415 56258 77240 73445 59517 301133 62506 231518 148310 52033 33649 174075 18206 79618 67445 52707 43183 402074 68792 Taurine 9833915 10459160 1472804 12441500 3119652 8733157 38871080 24913820 8911807 6708874 15153880 1608609 3189537 3646523 7372038 3280457 2676796 19852240 3965421 1180852 1353273 4890728 10612280 1170010 1257912 7987770 2983461 6122900 6910502 28575770 5206608 8787275 9542943 11277350 2222272 1644220 3339798 1991007 5175764 5662792 2218128 24356630 4054607 2456348 3561657 2049310 2436402 15005800 5356232 23590540 6442814 3630298 27003070 6441972 5553572 1350513 5798148 1844852 40831750 4014012 9875208 1954863 6795394 1939356 13464510 45025920 15378850 6951956 2751320 6127172 11108450 2951792 10010690 16651780 1873141 3466893 8838852 2643644 2511794 5138402 3074371 9694080 3340638 17335770 2564586 7808780 2590809 5914804 3417727 13719040 4400371 4545724 2377253 12579750 4886111 14439280 3317014 9218980 4027988 2775611 5119888 2188395 (R)-S-Lactoylglutathione 1464705 472851 1832480 1043150 1999636 423510 203842 57688 0 741067 1157594 380472 2596000 599842 378398 1767872 1298355 191450 879994 695841 529083 1332559 636252 137088 1016381 1447884 1395185 1230596 1908503 78594 1839477 1410409 362956 2773494 2841211 913415 1825750 352608 67636 2997256 959191 3501867 62634 379116 598995 2848684 1927374 388091 914191 15998 1542783 474476 2590943 27552 819257 1461934 380268 217793 203257 760372 592230 171615 10450 554435 1202740 2813977 65897 1506560 972295 670921 492755 756491 163993 212770 1659228 1119917 447045 534300 425578 920753 871650 137294 379248 80718 1074806 794077 1111429 2189685 1225242 2092807 1210322 1484032 2164252 787014 337999 166523 904407 2276196 95899 1296133 1809165 642532 Glycerol 3-phosphate 955289 420600 330969 284269 1406680 194977 441919 126484 111355 854004 699250 145871 422964 272561 343379 418446 399246 224788 255129 1130989 701415 1252400 305697 226465 292017 554041 1488325 391548 890350 462151 466871 394437 356347 607798 304326 302254 954317 370005 560231 382989 266507 471257 930119 550058 159805 800864 492012 510277 1219188 208554 877279 274548 652495 1309931 959742 1497346 521679 737166 303755 701437 1442629 1260681 485265 2206802 566066 1141856 333729 2537231 1046568 600430 772130 281620 245321 208582 811293 2409089 127662 1157152 1426620 443131 447754 211526 396914 262251 663073 939982 394485 492328 2010115 499649 282357 534137 562268 207386 389606 307133 830917 422509 255549 735975 917834 1065656 Ethanolamine phosphate 299614 282371 24434 290171 90432 140371 977543 639163 329891 119012 227174 7716 86850 42579 158463 109737 47373 434989 53204 38212 17668 122731 124847 41294 27775 57638 71759 172545 269680 827361 146379 205527 232312 283590 19238 59417 59789 107240 76047 155471 60470 509525 226438 48845 83255 58818 59514 340297 67959 492717 165823 75547 618287 157609 111956 50877 205376 23564 530736 129973 211508 18214 203013 56728 175490 727432 353302 44731 86428 103309 225933 231570 293089 862054 11509 95664 390183 85957 48573 65439 78944 138238 48458 872167 36380 267055 61474 160907 89895 349268 57268 101272 60937 387294 149728 297675 87385 233834 100579 62522 144383 42337 MS_METABOLITE_DATA_END #METABOLITES METABOLITES_START metabolite_name KEGGID parent medRt ATP C00002 505.9886 0.58 ADP C00008 426.0226 0.58 AMP C00020 346.0551 0.63 dAMP C00360 330.0596 0.64 GDP C00035 442.0158 0.56 Cytidine C00475 242.0783 0.64 UDP C00015 402.9997 0.86 UMP C00105 323.0283 0.59 Uracil C00106 111.0185 0.62 IDP C00104 427.0074 0.55 IMP C00130 347.0393 0.61 Inosine C00294 267.0724 0.60 5-6-Dihydrothymine C00906 127.0499 0.65 4-Pyridoxate C00847 182.0449 0.89 UDP-glucose C00029 565.0470 0.54 Phosphate C00009 96.9680 0.59 Diphosphate C00013 176.9350 0.58 D-Glucose C00031 179.0550 0.65 Hexose phosphate C02965 259.0221 0.56 D-Fructose 1-6-bisphosphate C00354 338.9883 0.54 D-Glyceraldehyde 3-phosphate/Glycerone phosphate C00118 168.9896 0.57 1-3-Bisphosphoglycerate C00236 264.9516 0.55 2/3-Phospho-D-glycerate C00631 184.9845 0.55 Phosphoenolpyruvate C00074 166.9741 0.55 Pyruvate C00022 87.0071 0.63 Lactate C01432 89.0227 0.62 Maltose C00208 341.1091 0.65 Maltotriose C01835 503.1611 0.65 Mannitol C00392 181.0704 0.67 D-Ribose C00121 149.0447 0.62 D-Rhamnose C01684 163.0603 0.67 Citrate C00158 191.0190 0.56 2-Oxoglutarate C00026 145.0130 0.56 2-Oxoglutaramate C00940 144.0291 0.62 Succinate C00042 117.0178 0.57 Fumarate C00122 115.0021 0.56 Malate C00149 133.0129 0.56 2-Hydroxyglutarate/Citramalate C02630 147.0287 0.57 6-Phospho-D-gluconate C00345 275.0173 0.54 D-Erythrose 4-phosphate C00279 199.0002 0.55 Sedoheptulose 1-phosphate C06222 289.0377 1.71 alpha-D-Ribose 1-phosphate C00620 229.0116 0.57 5-Phospho-alpha-D-ribose 1-diphosphate C00119 388.9447 0.56 Ascorbate C00072 175.0238 0.64 Dehydroascorbate C05422 173.0079 0.57 N-Acetylneuraminate C00270 308.0980 0.61 alpha-D-Glucosamine 1-phosphate C06156 258.0384 0.61 L-Arabinose C00259 149.0443 0.62 1-4-beta-D-Xylan C02352 131.0336 0.66 trans-4-Hydroxy-L-proline C01157 130.0497 0.65 Pantothenate C00864 218.1031 0.66 Taurine C00245 124.0059 0.64 (R)-S-Lactoylglutathione C03451 378.0977 0.64 Glycerol 3-phosphate C00093 171.0057 0.58 Ethanolamine phosphate C00346 140.0105 0.61 METABOLITES_END #END