#METABOLOMICS WORKBENCH juliehaines_20210330_071304_mwtab.txt DATATRACK_ID:2549 STUDY_ID:ST001736 ANALYSIS_ID:AN002826 PROJECT_ID:000000 VERSION 1 CREATED_ON March 30, 2021, 7:26 am #PROJECT PR:PROJECT_TITLE The COVIDome Explorer Researcher Portal 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 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_0043 COVID_Status:Positive | Sex:Male | Age:21 RAW_FILE_NAME=COV2-40 SUBJECT_SAMPLE_FACTORS - CUcovID_0067 COVID_Status:Positive | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-72 SUBJECT_SAMPLE_FACTORS - CUcovID_0092 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=COV2-101 SUBJECT_SAMPLE_FACTORS - CUcovID_0085 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=COV2-92 SUBJECT_SAMPLE_FACTORS - CUcovID_0101 COVID_Status:Positive | Sex:Male | Age:20 RAW_FILE_NAME=COV2-113 SUBJECT_SAMPLE_FACTORS - CUcovID_0057 COVID_Status:Positive | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-58 SUBJECT_SAMPLE_FACTORS - CUcovID_0026 COVID_Status:Positive | Sex:Female | Age:53 RAW_FILE_NAME=COV2-19 SUBJECT_SAMPLE_FACTORS - CUcovID_0052 COVID_Status:Negative | Sex:Male | Age:43 RAW_FILE_NAME=COV2-53 SUBJECT_SAMPLE_FACTORS - CUcovID_0098 COVID_Status:Positive | Sex:Male | Age:61 RAW_FILE_NAME=COV2-110 SUBJECT_SAMPLE_FACTORS - CUcovID_0049 COVID_Status:Positive | Sex:Male | Age:50 RAW_FILE_NAME=COV2-50 SUBJECT_SAMPLE_FACTORS - CUcovID_0039 COVID_Status:Negative | Sex:Female | Age:38 RAW_FILE_NAME=COV2-35 SUBJECT_SAMPLE_FACTORS - CUcovID_0087 COVID_Status:Positive | Sex:Female | Age:21 RAW_FILE_NAME=COV2-94 SUBJECT_SAMPLE_FACTORS - CUcovID_0047 COVID_Status:Positive | Sex:Male | Age:59 RAW_FILE_NAME=COV2-47 SUBJECT_SAMPLE_FACTORS - CUcovID_0070 COVID_Status:Positive | Sex:Male | Age:69 RAW_FILE_NAME=COV2-75 SUBJECT_SAMPLE_FACTORS - CUcovID_0089 COVID_Status:Positive | Sex:Male | Age:60 RAW_FILE_NAME=COV2-97 SUBJECT_SAMPLE_FACTORS - CUcovID_0002 COVID_Status:Positive | Sex:Female | Age:44 RAW_FILE_NAME=COV2-22 SUBJECT_SAMPLE_FACTORS - CUcovID_0084 COVID_Status:Negative | Sex:Male | Age:25 RAW_FILE_NAME=COV2-91 SUBJECT_SAMPLE_FACTORS - CUcovID_0035 COVID_Status:Positive | Sex:Female | Age:23 RAW_FILE_NAME=COV2-30 SUBJECT_SAMPLE_FACTORS - CUcovID_0088 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=COV2-96 SUBJECT_SAMPLE_FACTORS - CUcovID_0024 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=COV2-16 SUBJECT_SAMPLE_FACTORS - CUcovID_0056 COVID_Status:Positive | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-57 SUBJECT_SAMPLE_FACTORS - CUcovID_0082 COVID_Status:Negative | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-89 SUBJECT_SAMPLE_FACTORS - CUcovID_0081 COVID_Status:Negative | Sex:Male | Age:25 RAW_FILE_NAME=COV2-88 SUBJECT_SAMPLE_FACTORS - CUcovID_0086 COVID_Status:Negative | Sex:Male | Age:23 RAW_FILE_NAME=COV2-93 SUBJECT_SAMPLE_FACTORS - CUcovID_0062 COVID_Status:Positive | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-66 SUBJECT_SAMPLE_FACTORS - CUcovID_0031 COVID_Status:Negative | Sex:Male | Age:50 RAW_FILE_NAME=COV2-26 SUBJECT_SAMPLE_FACTORS - CUcovID_0095 COVID_Status:Negative | Sex:Female | Age:76 RAW_FILE_NAME=COV2-106 SUBJECT_SAMPLE_FACTORS - CUcovID_0019 COVID_Status:Positive | Sex:Female | Age:60 RAW_FILE_NAME=COV2-07 SUBJECT_SAMPLE_FACTORS - CUcovID_0102 COVID_Status:Positive | Sex:Female | Age:57 RAW_FILE_NAME=COV2-114 SUBJECT_SAMPLE_FACTORS - CUcovID_0045 COVID_Status:Positive | Sex:Female | Age:46 RAW_FILE_NAME=COV2-42 SUBJECT_SAMPLE_FACTORS - CUcovID_0003 COVID_Status:Positive | Sex:Female | Age:29 RAW_FILE_NAME=COV2-44 SUBJECT_SAMPLE_FACTORS - CUcovID_0090 COVID_Status:Positive | Sex:Female | Age:43 RAW_FILE_NAME=COV2-98 SUBJECT_SAMPLE_FACTORS - CUcovID_0096 COVID_Status:Positive | Sex:Male | Age:43 RAW_FILE_NAME=COV2-107 SUBJECT_SAMPLE_FACTORS - CUcovID_0011 COVID_Status:Positive | Sex:Male | Age:79 RAW_FILE_NAME=COV2-17 SUBJECT_SAMPLE_FACTORS - CUcovID_0046 COVID_Status:Positive | Sex:Male | Age:54 RAW_FILE_NAME=COV2-46 SUBJECT_SAMPLE_FACTORS - CUcovID_0080 COVID_Status:Positive | Sex:Female | Age:35 RAW_FILE_NAME=COV2-86 SUBJECT_SAMPLE_FACTORS - CUcovID_0071 COVID_Status:Positive | Sex:Female | Age:49 RAW_FILE_NAME=COV2-76 SUBJECT_SAMPLE_FACTORS - CUcovID_0009 COVID_Status:Positive | Sex:Female | Age:25 RAW_FILE_NAME=COV2-103 SUBJECT_SAMPLE_FACTORS - CUcovID_0059 COVID_Status:Positive | Sex:Male | Age:55 RAW_FILE_NAME=COV2-62 SUBJECT_SAMPLE_FACTORS - CUcovID_0018 COVID_Status:Positive | Sex:Female | Age:45 RAW_FILE_NAME=COV2-05 SUBJECT_SAMPLE_FACTORS - CUcovID_0029 COVID_Status:Positive | Sex:Male | Age:47 RAW_FILE_NAME=COV2-24 SUBJECT_SAMPLE_FACTORS - CUcovID_0077 COVID_Status:Positive | Sex:Female | Age:49 RAW_FILE_NAME=COV2-83 SUBJECT_SAMPLE_FACTORS - CUcovID_0065 COVID_Status:Positive | Sex:Male | Age:34 RAW_FILE_NAME=COV2-69 SUBJECT_SAMPLE_FACTORS - CUcovID_0012 COVID_Status:Positive | Sex:Male | Age:42 RAW_FILE_NAME=COV2-45 SUBJECT_SAMPLE_FACTORS - CUcovID_0041 COVID_Status:Positive | Sex:Male | Age:33 RAW_FILE_NAME=COV2-37 SUBJECT_SAMPLE_FACTORS - CUcovID_0040 COVID_Status:Positive | Sex:Female | Age:61 RAW_FILE_NAME=COV2-36 SUBJECT_SAMPLE_FACTORS - CUcovID_0075 COVID_Status:Positive | Sex:Female | Age:41 RAW_FILE_NAME=COV2-81 SUBJECT_SAMPLE_FACTORS - CUcovID_0072 COVID_Status:Negative | Sex:Male | Age:67 RAW_FILE_NAME=COV2-77 SUBJECT_SAMPLE_FACTORS - CUcovID_0063 COVID_Status:Negative | Sex:Female | Age:43 RAW_FILE_NAME=COV2-67 SUBJECT_SAMPLE_FACTORS - CUcovID_0069 COVID_Status:Positive | Sex:Female | Age:56 RAW_FILE_NAME=COV2-74 SUBJECT_SAMPLE_FACTORS - CUcovID_0028 COVID_Status:Negative | Sex:Female | Age:34 RAW_FILE_NAME=COV2-23 SUBJECT_SAMPLE_FACTORS - CUcovID_0105 COVID_Status:Negative | Sex:Male | Age:59 RAW_FILE_NAME=COV2-118 SUBJECT_SAMPLE_FACTORS - CUcovID_0022 COVID_Status:Positive | Sex:Female | Age:39 RAW_FILE_NAME=COV2-12 SUBJECT_SAMPLE_FACTORS - CUcovID_0091 COVID_Status:Negative | Sex:Male | Age:35 RAW_FILE_NAME=COV2-100 SUBJECT_SAMPLE_FACTORS - CUcovID_0083 COVID_Status:Negative | Sex:Male | Age:47 RAW_FILE_NAME=COV2-90 SUBJECT_SAMPLE_FACTORS - CUcovID_0079 COVID_Status:Negative | Sex:Female | Age:34 RAW_FILE_NAME=COV2-85 SUBJECT_SAMPLE_FACTORS - CUcovID_0021 COVID_Status:Positive | Sex:Male | Age:24 RAW_FILE_NAME=COV2-10 SUBJECT_SAMPLE_FACTORS - CUcovID_0038 COVID_Status:Negative | Sex:Female | Age:39 RAW_FILE_NAME=COV2-33 SUBJECT_SAMPLE_FACTORS - CUcovID_0093 COVID_Status:Negative | Sex:Male | Age:26 RAW_FILE_NAME=COV2-102 SUBJECT_SAMPLE_FACTORS - CUcovID_0094 COVID_Status:Negative | Sex:Female | Age:31 RAW_FILE_NAME=COV2-104 SUBJECT_SAMPLE_FACTORS - CUcovID_0006 COVID_Status:Negative | Sex:Female | Age:41 RAW_FILE_NAME=COV2-117 SUBJECT_SAMPLE_FACTORS - CUcovID_0017 COVID_Status:Negative | Sex:Female | Age:36 RAW_FILE_NAME=COV2-04 SUBJECT_SAMPLE_FACTORS - CUcovID_0044 COVID_Status:Negative | Sex:Female | Age:80 RAW_FILE_NAME=COV2-41 SUBJECT_SAMPLE_FACTORS - CUcovID_0073 COVID_Status:Negative | Sex:Male | Age:54 RAW_FILE_NAME=COV2-78 SUBJECT_SAMPLE_FACTORS - CUcovID_0023 COVID_Status:Negative | Sex:Male | Age:63 RAW_FILE_NAME=COV2-14 SUBJECT_SAMPLE_FACTORS - CUcovID_0027 COVID_Status:Negative | Sex:Female | Age:36 RAW_FILE_NAME=COV2-20 SUBJECT_SAMPLE_FACTORS - CUcovID_0097 COVID_Status:Negative | Sex:Male | Age:71 RAW_FILE_NAME=COV2-109 SUBJECT_SAMPLE_FACTORS - CUcovID_0037 COVID_Status:Negative | Sex:Female | Age:30 RAW_FILE_NAME=COV2-32 SUBJECT_SAMPLE_FACTORS - CUcovID_0048 COVID_Status:Negative | Sex:Male | Age:60 RAW_FILE_NAME=COV2-48 SUBJECT_SAMPLE_FACTORS - CUcovID_0025 COVID_Status:Positive | Sex:Female | Age:56 RAW_FILE_NAME=COV2-18 SUBJECT_SAMPLE_FACTORS - CUcovID_0076 COVID_Status:Negative | Sex:Male | Age:65 RAW_FILE_NAME=COV2-82 SUBJECT_SAMPLE_FACTORS - CUcovID_0036 COVID_Status:Positive | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-31 SUBJECT_SAMPLE_FACTORS - CUcovID_0066 COVID_Status:Positive | Sex:Male | Age:under 20 RAW_FILE_NAME=COV2-71 SUBJECT_SAMPLE_FACTORS - CUcovID_0050 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=COV2-51 SUBJECT_SAMPLE_FACTORS - CUcovID_0078 COVID_Status:Positive | Sex:Female | Age:under 20 RAW_FILE_NAME=COV2-84 SUBJECT_SAMPLE_FACTORS - CUcovID_0054 COVID_Status:Positive | Sex:Male | Age:46 RAW_FILE_NAME=COV2-55 SUBJECT_SAMPLE_FACTORS - CUcovID_0109 COVID_Status:Positive | Sex:Male | Age:30 RAW_FILE_NAME=COV2-123 SUBJECT_SAMPLE_FACTORS - CUcovID_0064 COVID_Status:Negative | Sex:Male | Age:66 RAW_FILE_NAME=COV2-68 SUBJECT_SAMPLE_FACTORS - CUcovID_0014 COVID_Status:Positive | Sex:Female | Age:53 RAW_FILE_NAME=COV2-65 SUBJECT_SAMPLE_FACTORS - CUcovID_0068 COVID_Status:Positive | Sex:Male | Age:52 RAW_FILE_NAME=COV2-73 SUBJECT_SAMPLE_FACTORS - CUcovID_0030 COVID_Status:Positive | Sex:Male | Age:60 RAW_FILE_NAME=COV2-25 SUBJECT_SAMPLE_FACTORS - CUcovID_0074 COVID_Status:Positive | Sex:Female | Age:61 RAW_FILE_NAME=COV2-80 SUBJECT_SAMPLE_FACTORS - CUcovID_0061 COVID_Status:Positive | Sex:Male | Age:51 RAW_FILE_NAME=COV2-64 SUBJECT_SAMPLE_FACTORS - CUcovID_0106 COVID_Status:Positive | Sex:Female | Age:21 RAW_FILE_NAME=COV2-119 SUBJECT_SAMPLE_FACTORS - CUcovID_0100 COVID_Status:Positive | Sex:Female | Age:23 RAW_FILE_NAME=COV2-112 SUBJECT_SAMPLE_FACTORS - CUcovID_0051 COVID_Status:Negative | Sex:Male | Age:42 RAW_FILE_NAME=COV2-52 SUBJECT_SAMPLE_FACTORS - CUcovID_0008 COVID_Status:Positive | Sex:Female | Age:39 RAW_FILE_NAME=COV2-03 SUBJECT_SAMPLE_FACTORS - CUcovID_0055 COVID_Status:Positive | Sex:Female | Age:54 RAW_FILE_NAME=COV2-56 SUBJECT_SAMPLE_FACTORS - CUcovID_0016 COVID_Status:Positive | Sex:Male | Age:41 RAW_FILE_NAME=COV2-02 SUBJECT_SAMPLE_FACTORS - CUcovID_0042 COVID_Status:Positive | Sex:Male | Age:55 RAW_FILE_NAME=COV2-38 SUBJECT_SAMPLE_FACTORS - CUcovID_0020 COVID_Status:Positive | Sex:Male | Age:50 RAW_FILE_NAME=COV2-09 SUBJECT_SAMPLE_FACTORS - CUcovID_0104 COVID_Status:Positive | Sex:Male | Age:79 RAW_FILE_NAME=COV2-116 SUBJECT_SAMPLE_FACTORS - CUcovID_0033 COVID_Status:Positive | Sex:Female | Age:29 RAW_FILE_NAME=COV2-28 SUBJECT_SAMPLE_FACTORS - CUcovID_0013 COVID_Status:Positive | Sex:Male | Age:42 RAW_FILE_NAME=COV2-49 SUBJECT_SAMPLE_FACTORS - CUcovID_0108 COVID_Status:Positive | Sex:Male | Age:45 RAW_FILE_NAME=COV2-122 SUBJECT_SAMPLE_FACTORS - CUcovID_0010 COVID_Status:Positive | Sex:Male | Age:71 RAW_FILE_NAME=COV2-95 SUBJECT_SAMPLE_FACTORS - CUcovID_0005 COVID_Status:Positive | Sex:Male | Age:61 RAW_FILE_NAME=COV2-59 SUBJECT_SAMPLE_FACTORS - CUcovID_0001 COVID_Status:Positive | Sex:Male | Age:77 RAW_FILE_NAME=COV2-08 SUBJECT_SAMPLE_FACTORS - CUcovID_0007 COVID_Status:Positive | Sex:Male | Age:28 RAW_FILE_NAME=COV2-15 SUBJECT_SAMPLE_FACTORS - CUcovID_0060 COVID_Status:Positive | Sex:Female | Age:38 RAW_FILE_NAME=COV2-63 SUBJECT_SAMPLE_FACTORS - CUcovID_0004 COVID_Status:Negative | Sex:Male | Age:38 RAW_FILE_NAME=COV2-34 SUBJECT_SAMPLE_FACTORS - CUcovID_0107 COVID_Status:Positive | Sex:Male | Age:26 RAW_FILE_NAME=COV2-120 #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 Blood (plasma) #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 5 to 95% organic solvent B (mobile phases: A = water, 0.1% CH:CHROMATOGRAPHY_SUMMARY formic acid; B = acetonitrile, 0.1% formic acid) in positive ion mode. Solvent CH:CHROMATOGRAPHY_SUMMARY gradient: 0-0.5 min 5% B, 0.5-1.1 min 5-95% B, 1.1-2.75 min hold at 95% B, CH:CHROMATOGRAPHY_SUMMARY 2.75-3 min 95-5% B, 3-5 min hold at 5% 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 POSITIVE 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 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612395 611485 358072 333491 461681 316253 693054 373327 213460 32565 672177 336618 1033329 974323 2348337 649565 396980 306012 296211 1067717 473609 409410 425383 271415 106404 598675 724374 250603 819087 500703 672165 325952 1205603 285972 227506 630299 689041 16691 (S)(+)-Allantoin 47508 43194 37945 54509 41546 40819 20028 48884 45784 30521 21658 59646 27722 68239 44990 38802 51140 54550 29642 32578 37300 80866 29364 26274 42866 59723 69756 33854 46941 31135 42422 32774 35946 31402 50031 43554 48720 44384 40526 19156 32881 36455 28171 49507 29841 62113 40432 47112 21881 37681 35356 47940 45642 53115 36302 80841 30157 41688 52789 71418 133323 36665 40626 45272 48789 48105 88576 34411 43467 28720 71402 38711 37823 26392 18650 42523 45273 64008 61721 42834 39573 49281 26063 65991 19560 56443 21834 33790 50540 31871 20585 54060 41905 34986 74840 34390 33748 18263 46918 28471 53423 39485 3-Methyleneoxindole 13119240 11015480 7306042 10226190 2710116 9674177 4100002 7626596 8240656 13065940 11646230 8218204 12818340 10202550 8292646 4216853 2894037 10185940 5189151 5595172 4622306 14439620 9832973 7500658 11950940 9427436 8565115 8819815 9455700 6273510 8434818 5014468 7903046 5801666 3254760 7388052 6137638 8663825 6842872 4712795 9515081 5480752 8708580 7658186 6291718 12099130 17253810 8960749 10447060 9333079 10236760 7785550 7720362 3840841 7076780 3935829 6900966 8659887 18715810 10306280 11618430 4056131 9712417 5931124 6512358 6381624 12048160 6546862 9193267 10354480 9125925 3112076 7038156 1596708 4253840 14374580 7618598 11408740 9012025 6259026 8477675 11832900 7852798 12981100 5501594 10427400 4268156 5437368 13324800 11586070 6622944 3818551 5494118 10525600 8949317 4474746 7961608 4468946 4072914 6044032 14596870 16193120 4-Acetamidobutanoate 108025 175273 85525 190472 54914 308578 151126 149658 126785 96957 127713 189742 162245 320402 175170 169767 123286 340843 152347 442239 238184 6614940 132884 1251130 201223 382757 331736 167934 403745 110035 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2564848 2638007 1651655 2250396 2310461 2841130 3524700 3488152 5111382 4587481 4308428 2799761 4397436 5387586 2698502 2620918 3003347 2918449 2042952 1284027 7510668 1622981 3100323 2746038 4367934 4849066 2118545 2741993 5615958 5960344 3542598 1346112 3960507 3473115 6549186 6586144 1947398 1586845 5854744 2228706 5222720 2871909 4225208 2850843 1944097 4462616 2728216 3690823 2949397 4285000 5233015 2778167 1309123 11217220 3569859 4207036 6058038 2705950 5687888 4422794 4008404 2191356 6394502 4250236 4708772 4059371 4191388 1939660 1988389 2368163 3562263 4713818 4958328 3527880 1540586 6900668 3966159 4368284 2812301 4027600 3257851 6263856 6367416 5331758 2765439 6631486 2403419 3854410 3198348 3522061 4231374 6649270 3473377 8210624 3555888 11463270 5032502 3119382 2618071 3122531 1768368 4434348 Alanine 29947420 11149880 24085280 30446410 39307390 16969560 12186830 14698330 34422170 31810500 25346790 21002880 25302650 19555230 22793350 17570520 17548580 18635470 11895230 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1153088 1899304 2690878 5476640 2396239 966910 988434 3147735 2746747 1099116 1484736 523396 628042 665943 1011938 530601 Asparagine 976246 441690 1196246 674496 7558 503477 345254 416337 736478 947311 1081256 482030 815691 274372 617776 289544 586099 416548 364327 442429 1037242 426487 1079512 472663 21021 519928 760545 417339 1343699 528075 484672 398759 471593 636159 537615 1524960 380716 653902 632223 541368 549030 724125 544030 504828 304544 629115 874965 1002343 623920 831984 758577 664095 641993 605763 635904 849329 639603 389513 1421482 777208 2166708 491506 459136 527582 473703 509650 1376772 516456 702266 546455 967398 610300 384757 247408 447468 1165232 655387 726836 1281117 661691 423534 895991 450576 1144102 364365 547463 461982 385816 485609 822962 983830 723287 636349 621280 1076552 394360 854215 366257 362462 616615 650466 795476 Aspartate 1226733 1331513 3667513 3608308 3171634 1405184 1620424 2129471 4592406 1163192 750770 2579872 936338 874015 1600958 1188165 1564638 1001542 968422 795050 813114 878108 1941040 924935 2204550 1183068 2206320 875554 1472386 804174 1046250 1017680 2713360 887455 818446 1915060 2617847 2209606 2361350 721444 786574 2193213 1321419 946565 1366546 1239277 1277049 1330460 816775 1722890 1096433 1507776 914041 1196750 1509568 2084968 908653 960433 2129845 1492669 2201483 867265 1233734 1250656 574133 876599 2023721 755763 780138 1314890 1637850 898066 1222518 955693 1317759 1935490 1663081 1784229 2637654 2552221 1134104 1416396 1416828 1702741 620950 765288 979265 1192286 728762 933582 1412749 1253941 1319230 1145678 2222947 812513 1591138 786337 1425207 1072418 1532621 1136548 Choline 76691770 61919230 80519820 36753240 21606470 33755830 41033160 46207020 43360970 81324440 53974190 20962080 40222650 55889960 77901240 46424960 31477370 43819270 54147250 25291030 36590140 80280650 44991690 32474890 83953060 49252720 42030460 36031560 42657260 32687650 31433160 35733010 64192220 66088370 50706220 40776070 26699500 53700210 71032970 26850860 52241440 71409270 56444110 67146620 39739520 70835310 66242800 89347980 72377280 50233240 49808220 55147950 60182960 94368020 85867420 70160140 60421590 46802260 70402030 48966340 46955440 29093370 55580360 69661010 72186230 120370800 42527090 44755370 53820200 45381820 89020220 48552800 48091200 40316320 29291450 79807180 37635870 73904860 42723550 66346400 70836460 62637120 39259120 52346480 24198010 91872190 61668980 47034180 76461260 74747950 57212350 50214620 32534590 64355020 75418500 154189200 49241730 65912770 47865870 53333730 56990100 65033520 Creatine 110078400 47422280 94181590 37279710 39465750 36178160 44476330 72180140 45743620 74245110 104875000 71585540 17825420 90104410 69789210 114185900 186164200 87950400 41708880 52384820 202146300 11179640 37494250 27972990 49891630 27073680 60771650 66561960 45200560 178512100 48382750 27978430 94381930 153052400 39751760 144017500 71267750 52964800 185515200 137770500 113831900 69396290 31788730 41188190 85721630 100206600 102123600 160839500 54294110 168761600 62757640 45257810 78217220 122078100 78483910 74492410 23621970 17567140 177274900 102423600 96326020 24082520 76411090 90980250 182589300 122761600 66926730 72670790 45680180 66208630 125578900 165409900 44994740 103376900 9012900 241209600 17601410 71869540 71639170 89547270 24840390 153641600 62220050 37280340 47842540 64092990 40594870 116681400 35036690 62280600 66956080 31880070 91310100 147114700 264997200 26336690 94699720 16224150 76681510 51244830 72739140 92431260 Creatinine 43058140 116306300 50717510 70562390 58166580 88613910 49325740 86760370 111071600 97516170 71492060 71426070 83465960 177206800 101755900 72604510 134089400 60205510 55724240 32887940 96589110 135599400 56480690 98559100 91689860 105784000 118851700 72614980 84216920 76103680 87356680 51274160 91306340 67912560 400356700 90666690 46728730 70270220 79757350 61328840 104948500 63007360 111157700 89753460 59047410 82212510 83576260 105407200 77774460 110953400 76959420 104434000 52327480 927164900 81214390 499595400 99593240 95291550 101581800 81409870 111948200 44351040 90533020 117075200 167572100 259666500 178792900 65566880 86295010 97146420 273076100 44328320 64281050 21711240 42401630 88784870 86714500 149359300 76705220 125876000 76913560 170522600 77566870 91600100 60274640 117845300 56451480 84474500 151077500 76833700 89112450 215457900 51356780 76132660 62223820 587411000 82452390 95704810 68369540 58926720 80814700 75572070 Cysteine 357371 304689 145210 294436 136103 13880 60681 109454 55926 111797 372966 421487 165426 182015 219168 71599 189573 431791 76391 264631 161199 246723 358094 405951 55432 563060 181221 72473 247552 210632 319014 262648 115858 50008 39017 493539 282224 292632 369615 19725 246284 267246 317606 323861 226440 278176 357256 427047 16725 104915 240661 201441 233859 145621 308299 346800 36288 186272 456928 562797 584137 140655 109082 316652 374009 251381 178228 625353 245544 176894 564695 148114 119506 149521 280803 336405 113322 82035 118364 20379 251742 341979 376489 250107 132084 18413 63282 439081 59480 92456 20767 159363 207295 161894 318784 290100 381241 77131 300516 258157 322820 90634 Cystine 502020 778168 849492 1003427 680303 526832 439788 443542 396642 1005898 720818 968561 532606 869369 961579 916930 618980 629881 293308 329645 1661123 11874230 728034 1101902 1447690 830608 785609 703890 967362 575196 682019 779335 994573 954943 835903 1344038 616637 699454 878236 470126 805608 1574140 1187284 629202 700437 829310 1145093 916548 363184 929514 828455 915533 1461818 847512 1017267 1363295 580978 434461 1198366 1594005 2019504 242138 834411 1049988 762677 450263 2038372 600480 527022 1058946 1837708 816734 531138 188814 899247 767697 821274 1901517 1074494 1059629 737589 1343568 618366 1573175 388865 537859 545593 1045076 1684153 967815 646644 1064084 474068 450527 1922144 1548951 915808 794394 444526 363936 678274 504342 Dimethylglycine 8403379 5352004 12641830 8472706 6904630 8769283 7041742 6100840 8665540 10213280 6731246 7638172 10293980 8157866 9708489 5575868 2542484 7790694 3450149 4988546 17897700 6618198 4800468 5393600 13180980 7597376 6681246 10912710 13876960 7457838 7003258 8170584 12814390 9027941 6192474 13868020 6438410 4844782 11389880 10593150 10185840 8247254 6316514 6954720 6877214 15173600 8560601 9813192 5872156 8508089 12490610 6955544 7082786 8848479 5638150 19548450 9102039 3058767 12056470 11412400 7995978 4288360 6278460 5704336 10606170 8139992 4927500 8944025 5378094 5038751 8340664 11841730 6554940 4209770 3482020 16264490 8649901 8832556 13674030 15558450 5250064 15239370 7739854 19627580 4382292 7022610 6887838 10639810 11655360 14154750 9778323 6882624 10420850 10449760 12356680 11978380 12546120 5766250 2189548 6029504 3357469 10110960 Dopamine 50604 96361 32086 197354 7781 64986 80106 69971 20406 36138 131630 115850 93382 82634 64408 58985 17958 73044 58782 74681 157323 144585 32356 29379 102875 94327 21667 108396 136951 82265 52382 158224 58423 178704 115107 85522 600527 6183 8080 123072 162933 229357 74567 113602 43102 14860 204593 150708 315500 74822 204653 1241637 47927 167922 23628 57700 129914 89742 79099 103514 74629 31459 51939 209257 143051 135283 43877 269662 60441 55380 253388 108729 80990 62379 54121 120451 108483 766165 88819 108978 59408 228703 105306 211697 187649 129520 29881 91255 31416 21122 91545 64321 87396 139397 98263 93532 0 62310 53630 68738 84576 496824 gamma-Glutamyl-gamma-aminobutyrate 78073 60579 74342 77443 103365 44733 55127 44340 83901 134660 72584 93002 123453 133741 78292 130233 89211 59027 47534 47318 157251 102637 52885 34698 67516 84979 73561 106136 104009 59914 78825 84615 116511 47357 79081 163326 36001 48774 62386 71363 81265 46045 61491 55771 79023 113649 86450 65409 51595 155942 88764 57518 81877 194855 24921 1738589 40703 43228 143057 91508 142081 56777 77228 32374 95866 177353 73429 74928 25535 54878 112278 188169 81157 161035 79638 93021 100844 46555 150089 123922 38804 126962 63030 179893 97253 60401 62043 103983 138815 105097 68621 66965 55648 177971 92866 465944 88878 43788 41210 70510 48041 39456 gamma-Glutamyl-Se-methylselenocysteine 550765 314843 507667 271214 449450 354101 104465 279700 426319 515612 398821 357694 411799 388257 278023 210753 165979 329623 88068 497322 327103 738824 230378 261605 638788 352305 413290 316921 659021 173453 308576 267727 90567 396026 222159 440614 199942 320226 465560 303077 570817 365368 236940 648369 148847 644705 470462 524602 336881 170865 246984 245578 304816 394799 297277 149995 630281 206776 387295 481701 494381 188655 202310 291275 378116 310376 297960 194405 343810 209098 462431 310652 196996 109365 725452 613523 300523 412785 509240 322717 273674 472584 377580 534820 204548 302478 228562 319674 180711 369485 493611 262040 285870 340213 542754 319893 393883 208161 151746 349371 460369 661913 gamma-L-Glutamyl-D-alanine 353914 112207 123360 216166 500243 76166 104162 102824 480316 340913 275659 133356 332713 149405 184996 107382 138088 131550 111204 185633 122919 276359 193317 58533 136295 130746 283985 176068 130772 73274 121640 84111 106124 110384 123925 163502 81773 203768 148087 128394 112177 242064 171191 261368 103775 276077 382132 433436 433499 580012 171725 292710 92764 193755 121382 188882 154964 106162 432951 171372 382232 215645 95250 154796 146460 272010 139377 60763 215152 122770 147314 52645 130805 21918 113034 255420 241388 250326 361094 251642 157379 266020 127385 277102 122390 318786 133837 56680 86111 231766 360975 72960 106095 468351 200651 143280 203364 89556 118418 210100 379493 119099 Glutamate 6380834 2883177 11649790 3589270 116350300 5384153 3042909 4144907 5241128 5347382 3073571 12042810 3494179 4910740 3587922 14183680 2566172 4257832 1412968 4058841 2006449 6157852 4121423 3316826 40602150 1879070 8889800 5700312 5052764 4417842 7624168 5283576 2905436 4467408 5291238 4699064 4793377 10555600 13285910 7434478 9534417 19203580 8064242 5844432 5714810 5709928 7915414 8285438 3239582 1205470 4640546 8406809 6765598 6585088 14277040 3297081 5019370 4893716 5716758 6131504 14742230 3173650 6872434 6534932 2667102 1102425 5676774 8027794 5608398 5766354 6831892 2314723 2350145 2150708 4182841 15382130 2590097 7235402 12310180 7680792 4374045 4152289 8011462 2944903 3726049 4715370 4794346 3919249 5517888 3087340 12248310 4828474 6617492 4243996 16559000 3292221 7211850 1951354 9130935 6879216 4399574 8016134 Glutamine 25057230 13625390 18983950 17878720 29533470 14406670 8051008 13853140 17918290 20722960 13973810 24411330 15001460 12821620 17450600 12926550 7559178 13745080 5872650 20099740 20773770 20437110 28634500 18516620 22691270 15352500 21331370 9613856 21347920 12108290 13993560 24549540 13334440 13482420 13311450 29874510 15553970 18463130 10179830 13795760 12240390 14426280 17389400 19332110 8818247 15094650 24068900 19275480 12172130 19381430 21642840 16611840 26383310 11266920 12968960 18849700 13201560 17026410 26608620 22940380 55794250 17155010 14106010 15700380 14255390 16345600 22598710 14781160 17641660 11029770 14615990 14497250 10620040 5254530 19519690 16926950 20101020 21783220 28351120 16090460 8156212 18643870 14356350 34099680 13481240 13812150 14299390 12928240 9055709 15708580 16482890 12425780 16705920 11526540 19127720 13505050 20938750 7960038 8961295 19871680 16087020 9495847 Glutathione disulfide 0 5032 0 0 0 0 14408 1843574 372353 102057 32463 46762 52876 2181 0 0 0 70334 1903 18060 1993 0 6260 0 0 39858 151239 97359 0 162343 14097 0 0 14009 10762 34114 49787 15793 0 21318 14506 0 7826 319559 0 10516 4646 178509 330322 83060 0 69738 32952 40130 0 32698 39336 8393 285771 28394 36770 93444 0 63526 7254 137795 17098 0 0 20618 105352 0 0 0 12678 0 27376 65951 226449 99325 138794 24191 0 8784 10513 68781 233154 0 0 61177 150270 5047 197428 31454 17966 0 243125 26012 28958 57849 4171 0 Guanine 301988 130386 226937 256158 1105770 231833 213117 181780 180917 482823 424691 146625 318900 221579 174886 101245 195618 188925 108056 208019 350225 3023906 175991 333437 263955 137814 109659 97269 681435 153018 163766 182149 369677 149807 168036 262168 137158 209339 235154 209430 178866 277635 230592 172004 220272 221407 194322 409819 209826 440522 240086 224545 92193 151310 214550 144141 388281 119370 724055 219765 424231 195202 174139 178516 180559 215863 167419 199069 188749 168879 169282 275601 468326 109562 1426743 594180 270083 179290 271241 317809 133286 480831 247415 342230 128000 311119 251259 189336 136881 486300 282265 89376 134065 724263 186027 194228 207032 87022 149676 251926 262909 654334 Histidine 3723769 3644005 3601499 3417280 10835790 1934300 1812974 3292598 3804639 4474996 3843820 2811173 3360042 3008425 2199146 2360158 3216698 2618720 1680674 3202389 3115181 7374260 5452388 1754758 5373488 3455331 3894325 2429618 4457004 1262277 2416639 2339499 2849909 1410204 1850228 4259824 2040136 4169319 3687721 2352837 2756058 2823437 2838392 3958692 1719383 2050186 4685838 5927630 3271597 3523386 3831950 3275896 1577054 2640107 3204971 4177100 3539563 2097842 3948267 2748585 6361360 3031778 3474914 3122238 2655854 5379712 2568487 2668970 3261943 3606163 3670407 2930302 2562740 1892722 2045372 4071195 3019183 4185315 4642259 3529188 2403922 4336497 2393563 4561368 2440638 2406472 2801319 2055522 1626554 2445571 3909010 3089269 2753897 3075653 3769616 3226717 4057321 1868689 2114272 2779580 3564438 3195810 Hypoxanthine 11619620 4436980 11551960 6075584 208041 8509821 318380 6823474 229427 159633 4678704 3779481 479223 2328284 7654498 7883844 7327728 5054142 4691879 146056 2543826 4288102 5197569 3149234 22429150 3615547 165334 527535 5846074 12180330 6105944 2688518 9462336 4478466 5055738 7547136 6758806 275364 981684 1767440 198746 304794 19505690 215163 5641466 14960560 4503468 347935 231917 23468880 4475148 5842206 7566434 20244430 300906 11832470 436758 164731 11608700 2217982 241538 180949 192325 7297124 379756 9409115 7730404 1521025 570613 3580494 152664 4164189 4444554 158734 208443 873719 281014 228293 513936 713938 569712 260532 567968 2379904 3558485 299852 381543 3844785 7638578 7391910 1105226 2344919 281427 469446 563797 499296 541654 4039394 295102 201943 12075840 291172 Indole 5071008 5047328 2696232 4215554 1167654 3854825 1548267 3017068 2545895 5358142 3931801 3493299 5314290 4236324 3306280 1735671 1198318 4351462 2001726 2263233 1441851 6568374 5114979 3435355 5133215 4008325 3610127 3581255 4543524 2619064 3426297 2183911 2998052 2292888 1348102 3122328 2330444 3492386 2968701 1959735 3692505 4098595 3563150 3199708 2486240 5167032 7078284 3673282 4194358 3832384 4038567 3309358 3208854 1521883 3975930 2210843 2848370 3628421 7601194 4257800 5075582 1978022 4063307 2385292 2701845 5317108 5054992 2266332 3630788 4414886 3856905 1330698 3057506 674742 2495067 6043554 3050686 4761478 3563392 2434630 3209049 5186850 3172701 5523488 1965393 4545016 1657066 1644640 6151498 4763608 2331830 1474790 1956793 4524800 3575965 1929790 3114209 1326328 1582248 2417733 6186258 6410632 Indole-3-acetaldehyde 33981 107582 16006 48899 11089 26058 0 52270 26960 45109 26723 35847 35131 61485 32490 39499 50925 45867 31231 14499 52351 83515 56633 19881 76940 36511 49756 22178 32543 23889 37916 27729 0 8422 71831 36217 29211 58579 79520 12008 47296 34044 10035 67386 9566 63472 41724 77568 55943 15631 52811 56746 24482 203025 34949 105858 51919 46768 53435 49259 63953 37020 54112 36305 63488 435176 99296 25539 36636 44381 179795 40953 35184 243943 21312 63373 31809 44413 45394 42191 27508 87708 33204 47481 20689 88057 15075 16351 69953 56929 20216 55141 26225 29173 49364 73243 36604 35315 51482 29609 157572 44933 Indole-3-acetate 461453 376061 208346 285995 63483 207199 206400 622521 261846 483502 563494 304770 411046 832664 308858 258853 921056 922719 163523 135177 116912 451200 808266 122341 324697 774775 419617 445194 281111 125688 357704 509036 886881 306761 235926 837257 523763 399665 744471 77186 555000 1179147 585260 1167449 577338 567286 617756 490069 130594 919584 384578 289869 436631 347005 360574 625290 501143 212569 312727 429254 1359227 532093 302546 217051 535177 711701 453964 103473 371834 397702 369706 286508 259450 144727 158164 247147 168816 929957 340367 551413 833556 392603 263559 540589 261697 906814 429345 70556 420953 497717 265127 363551 195488 156081 442013 1196910 300925 431126 309677 123061 691036 561096 Indolepyruvate 557851 487888 592929 799986 476069 596224 472848 531320 447454 655118 1510660 380772 786602 464602 492418 240625 242711 447640 252201 449294 558976 311569 1116095 343386 614031 526390 305765 331172 1201804 320580 343012 276959 700404 761794 362536 455276 399558 356948 203954 458591 439950 524774 272321 304433 612087 535408 1174266 536308 244651 679864 572695 321983 360263 151326 513286 111737 445909 313356 855554 641582 430086 115407 507400 563842 379899 495098 362842 405741 371903 257689 307235 556584 634849 284014 917919 467968 588489 446343 446044 343008 487747 558516 563567 528158 393356 364937 572373 504606 474843 897334 438107 295866 442671 721908 507343 341225 425190 405944 213860 344606 679446 566824 Indoxyl 56564 131055 151429 30782 89274 56341 19020 13725 33456 20152 45441 42301 82350 189114 34426 147662 588590 19840 45463 54921 149390 241468 10315 20956 37385 27342 87891 715736 143076 104458 157279 34415 20245 111012 164635 110945 166415 552009 82568 33100 200926 61334 144263 70940 10055 257810 128335 95218 37664 34503 36781 53452 41490 513873 160688 362260 23137 27520 46743 81150 103218 45920 13273 98465 120131 340066 47148 31805 369926 46737 179728 82793 11249 111084 34020 47677 46164 87843 129828 35759 114852 66732 163851 27213 337620 174249 35190 165176 13522 15128 10251 26174 31753 12346 243991 570188 18188 34221 274129 291807 60480 70048 Isoleucine 33438650 51719270 65103870 46902350 26195740 52853660 40312540 44119740 28036720 77195220 68367420 43032200 47423760 86165020 39735120 36190920 26752730 49812750 21907200 34587590 70436100 54922240 27752360 23887320 78973240 70698480 28450960 57811500 32629850 49614100 44429520 30994210 42874360 53578640 32796670 79159650 33240430 40708000 62610710 59176220 56049340 52611160 38913820 52488580 28654110 34063950 50398930 82134440 35703460 36437230 50171710 55918620 34360190 45852080 67377220 19023530 97921500 29374520 74355860 79642030 87067900 23312570 32602770 34685350 52927520 39896390 29192630 49266980 39232120 40019480 43120560 47403960 46559720 22367440 35483790 69991040 48198970 26146630 75936730 96750630 40750260 43314460 56593840 77688400 38942950 44421390 44907720 67565880 28097920 53977900 53605730 42189740 49116740 72779560 80454470 43393320 66479120 24643470 36530780 38688870 45954060 66165000 kynurenine 1001169 2043652 526411 2024081 335059 443223 731350 340952 843433 813996 403749 1367498 957725 2912268 663686 1949392 531617 852235 446006 874946 2628900 1333931 527288 429945 590404 550691 1730134 814153 912647 532067 1257602 740069 975010 667605 1152467 1066720 500036 1558233 1417455 825951 1553773 1220097 1112668 1211265 906581 4049311 882979 849165 484734 500573 653483 755954 572065 1206523 554833 806471 848565 823931 505793 1033226 1381752 311816 1222257 387508 717518 2601664 863210 259030 645389 590198 1725449 3243393 1574535 2439847 839759 1404306 783430 1328351 1286916 1283239 1105417 1455305 1053584 859507 581678 818003 731261 621939 1257203 699348 628923 1066859 664116 813684 640636 1547372 1145547 848894 305627 1483234 1164554 515928 L-Adrenaline 6649000 9181249 6638516 9424459 4425992 11546190 6809470 7962356 7661238 10034930 11619490 8772789 13957110 10113440 6428818 8151678 11706370 9990619 875799 10365380 13154610 3627305 7648314 11340570 7866132 7267602 5987366 8481395 10518920 6081416 7505026 6393464 6140574 13570850 13982910 7706558 3999797 9058931 11367610 13845320 13360630 5584393 9597560 8313708 7663024 13426320 6569226 7140626 7840514 12776710 8250944 12764760 9655980 4965722 5448664 4289908 10189160 5147316 8243990 9136989 8454355 4453932 8369762 12383570 10159030 5349136 10664760 8243016 8255302 6448638 8186158 10044500 7557808 2471537 6215918 11517300 8553359 7234672 11385200 9362953 8378968 17706840 11686580 11887090 8258050 10441320 6943024 9334879 20647730 10475610 11876640 14270900 10355140 12348520 10827360 3423670 10779870 11628890 6439778 13588720 8029074 14249690 L-Carnitine 114447000 97921240 72161570 138482900 57645000 125512300 83219060 101802500 140985800 135307800 144512000 113648500 170871600 141682300 98062660 95005860 126687200 120809200 45287740 97631530 165634700 48657040 145693400 119021500 187489500 101735500 89218840 99009700 174424700 62738960 74616010 47327930 150040900 164813100 189678900 127166200 58791400 155380400 154920400 154812300 164746100 104936000 181337500 126666600 114591500 234929100 120508400 128574500 78828360 194089600 118686700 120942700 122767000 131105300 96678460 77153500 121554200 76286220 163228700 150170700 108902800 51249070 141293300 164360800 114718200 81858020 152242400 89116510 97317120 78983610 128040900 110768600 110157500 29162380 68046490 202386100 104167500 132317800 184045500 105802800 131524900 213394200 184519300 224232000 75696300 174679800 83637780 138978200 221048800 140693700 141069800 212590900 130125200 182487900 219679500 59363680 154795100 129707800 93713780 140713700 110683500 207474500 L-Citrulline 1063247 1384894 826513 897096 1275246 365680 438350 1007426 1045177 1011459 720706 1134477 774207 1020995 1548076 360562 452378 985938 594914 665244 662075 1390240 1507582 1153915 2420583 1559490 2680578 393836 4226360 583073 568960 623381 813175 968534 1758742 1433486 828609 904820 607425 611621 823046 1553596 1123876 1299567 577709 1592107 1905690 1675450 775443 1051021 1074603 1460478 1159528 2447838 1832518 2891703 700526 1000941 1206218 1690755 4107386 533015 1230202 2044588 724417 2397114 973746 758079 1408440 665942 4002970 699221 461517 153167 646943 551284 661250 2490147 1580774 1710593 623263 1710844 532505 1788948 691846 1085867 372130 807472 947729 1136318 885264 596085 604568 627881 1747464 2229545 665045 507537 807506 721041 1453366 1024174 Leucine 90536170 131829200 89478500 73112050 87037470 138998000 78562360 109455000 57687960 137978000 116770200 59546320 133157500 203924600 75045100 104714900 53653360 99838740 55227470 71505060 100389100 88045310 62919730 66499250 135461100 118923200 59054570 127365000 58729150 110720800 115298700 79273290 86115770 88516390 80071530 127620500 44757810 82929180 151580300 102440900 144144200 74128990 82786210 129903200 103825800 73111880 97654700 142303900 117717200 89365180 103364400 94312960 40441180 84405570 96920800 38880930 170420700 68031740 106454500 126389000 111840800 66818330 90103830 60337840 150389400 104006500 53613640 95322550 82775940 88256320 65996820 109527100 215964000 61054830 78093640 141351900 79841500 69856460 133792600 168354900 73600630 132510100 116082500 136549300 85143850 106046200 91830230 142110300 79003660 118211600 90070530 75751300 70909400 230559800 101717300 81321960 123439100 41024960 83492380 105750000 106773300 172390200 Lysine 17144070 8034974 16532120 15296100 8945985 11717920 9123231 8260312 9972500 17531440 15284560 9333707 11933550 9908437 13341110 4796198 6740838 10688250 6166922 13174540 12991680 14842350 13190010 7080978 16820000 10551710 7773870 7850722 15908280 6640526 7234588 3622029 14467900 13064040 7889194 15863860 6120550 11672350 12929900 10624780 10505470 18103430 11965200 8800485 8209568 10509370 17172380 22573150 8787419 18181610 14431540 8469756 9121713 13333650 11543890 10936020 15739140 4756944 29708690 17465580 26476450 8043324 10432430 8904195 13902660 11343240 12073960 6932004 10967080 6683034 10814960 9774769 11725740 4425128 4636034 22654550 11069450 11205200 14421490 14172430 6404526 17367400 8764441 16941800 6124510 7407472 11614300 7527886 9839812 18410520 19477150 6493590 7741022 23776690 18436540 10305240 13519320 4074130 5958764 12640740 15111800 20238490 Methionine 8404728 5029590 11818640 12077100 40222690 6845286 6041772 7272270 4891878 16999750 15539900 6688758 12288310 5562794 7061384 4038528 6349756 7031814 3695251 8773917 13553940 33399290 5882804 5726942 13599980 7515084 4772675 3323696 32215320 7512370 6182572 7398330 8876834 8053274 4485628 11001590 5981224 6546806 6530286 9313509 4829944 7610324 6556306 5128520 5499038 6488768 11701870 12773770 8289392 14238780 10118580 5916232 3801552 6575830 6683906 4025387 16071120 3435956 18987510 9030961 18410150 5856854 5815444 5925260 7503866 6256552 7076294 8533020 5826164 4485260 7281928 10843710 11611920 2881085 4012428 22734350 12858020 5778762 10353340 9071464 5531052 13044730 6311360 15379690 3559818 7515566 8933240 7944756 4668992 18177420 7906236 3747695 5274688 18292050 10478440 5058257 9618339 4326678 4896068 7114240 9099859 14673770 N-Acetylornithine 481181 552400 481279 1086931 243648 267597 510491 351449 842237 392255 513431 475197 926141 461978 744500 432962 145689 654362 340367 272777 289812 439728 372484 377810 244888 582871 960090 164989 1150667 63680 153963 98916 659698 338764 251975 90349 251953 233946 230853 270213 304824 648574 657418 527093 302565 688849 463634 491988 483190 349932 224216 596820 584651 737843 652485 1525365 205714 589642 393984 506430 1602074 211228 904199 243563 487966 951181 530225 188776 354265 1507049 1482142 178888 664862 342666 597884 872150 521843 1425787 766874 1269752 229747 797049 235098 346753 293714 445537 461852 206583 275186 403638 281814 244875 668715 440237 497523 659119 463207 322903 471704 340363 830817 635306 N-formyl kynurenine 19536 24233 5283 37811 5906 17121 7105 3931 1777 7037 2942 23481 64803 68473 22816 24858 11475 24888 47405 14217 36171 33227 37169 16334 37040 18475 29175 14684 15961 11685 21901 17532 12152 7148 13541 22354 4629 9827 24230 9556 6815 8584 16232 16426 18445 42127 7378 11897 18929 13040 15836 28856 18756 8364 6164 17574 11175 7687 15595 23589 23259 14244 8105 4362 14722 5254 29619 2961 23682 24050 14248 38469 20321 12998 14958 27933 14990 26655 15402 16103 14246 24475 8322 36704 4360 18193 6540 6676 21522 18593 2828 9821 6690 41048 10835 5031 5820 6339 18573 4669 37533 25936 Nicotinamide 1756237 793811 931291 791138 609401 576261 1801007 3274500 2043592 528351 565760 1347929 1470064 1476190 755593 1316482 437024 2023684 1162272 1039902 1218203 517459 722622 497627 597317 530967 1216695 602044 876103 844974 867512 760412 1348728 745291 780959 1457297 920638 1136156 1538869 1242691 944763 1811695 2198274 757767 1113620 945441 1202558 2100062 553627 409710 496266 1497618 618142 2180028 1247964 1031328 1567847 554438 2868956 687565 1834263 965515 1042973 851421 485366 778740 582807 969250 1313093 559996 913701 604095 6002712 1374617 776738 1525174 1102315 824716 880714 2134317 1002031 654360 846001 1444070 921906 788665 1814977 1023090 768918 923216 1399082 778911 1788223 1281531 806613 936866 1587092 717973 1241161 662227 933252 620225 Ornithine 5597250 2951469 4031037 4134800 4776474 3192839 4113268 4183359 4842522 6441772 4878758 4368128 4180617 4483868 4266623 2166399 1342964 4048352 1327442 5719968 3784821 6794630 5215814 2616554 6332728 4111282 5034840 3238472 7470914 1461150 3140267 2708152 5469932 4044937 2017643 5947142 2728994 4085458 3979214 2816286 5923950 7209220 4381364 5301908 2928563 8767941 6242718 7397638 3439892 5225428 3014864 2490213 2623936 3772212 4863592 2109227 6472346 2692147 8387128 6087280 7134054 1882868 5599082 3739867 3766039 3978399 2674758 1741076 4921233 2551915 5686632 3218486 5140480 1789276 7235854 8024888 3175615 4327900 6480870 6525544 3058754 8291480 3606582 4909940 1623274 3013866 5219124 2829329 1837210 4367626 6673426 2265600 3332062 9489063 6366698 4193663 5434454 2265368 2067144 5237643 6304056 10617430 Phenylalanine 36735600 59165950 45175080 52632830 56868740 45725960 23241100 33693480 40595050 60197910 39317460 59008420 74027070 135607400 31523170 75507200 45969860 36349330 28771520 48108210 40613360 93622100 35783700 37270510 72577060 44130660 113364700 48832400 72844940 35888740 60870480 43832830 52253820 29181830 36150480 56830440 29445850 50871010 68055370 37140820 92618090 50338320 52161990 87332920 40744440 52793810 43093820 58677870 49838080 52503390 43564350 47492430 24842880 30198200 50967360 23387190 62382290 32321580 60829220 52276320 61831260 32350120 51632700 31652880 42953900 47783270 46245120 27275090 36810570 48587200 43542200 61158260 85891880 66698700 35254440 76910900 61015310 61388440 64231830 53817930 60726930 71216950 62336720 59029480 37672350 54898740 39805540 35527760 42656580 61511970 35665020 43835560 34668900 89432170 57352080 49233660 65066400 36220960 46234980 52682860 51686930 54031360 Proline 162733300 149686900 144601600 149285500 148870600 120668100 118547500 71966710 81652950 223691200 247206800 93678500 102782700 80221760 131250000 59810280 49598770 143825600 68888380 130719200 184068400 250292900 122845400 140344900 157714400 219187800 131097000 49753940 317157200 69452000 86529540 94139350 91866090 115084800 104743900 101281800 93217410 196277800 87248010 83201690 96446580 230375000 234291800 222175100 81400290 171506200 168204200 254839000 106601300 204801700 124489600 158736000 99974730 130279100 186827200 101759600 182377000 74131680 215456600 200097200 240663300 121297100 182241000 96450970 133425800 119100300 134804200 86741820 125041200 69234370 164614500 159750700 163938700 33179950 187282600 170761900 143939000 114621900 113547400 172960300 112830200 231840100 97996900 153712800 77660410 136486000 148179500 67814590 84468920 168826800 227505500 64790300 69841290 160878200 140223200 156637900 104125400 76771490 114541300 113772700 256779600 191331300 S-Adenosyl-L-homocysteine 0 0 15665 4357 0 0 0 0 9581 0 0 0 0 0 0 26853 2138737 0 0 0 0 0 19533 0 0 0 9352 0 0 0 0 0 0 22874 140828 0 0 0 0 0 0 0 0 0 0 55608 0 28213 2724 0 0 0 0 21319 20465 320428 0 49903 0 22462 23532 9313 0 0 0 427079 17335 0 0 15191 29480 12703 0 85921 0 0 0 49486 0 13788 0 0 16940 0 0 0 0 0 221978 0 0 0 0 0 14776 127093 0 0 13547 18718 292137 0 Serine 2526248 795359 1936521 1656907 6081728 1642999 832384 1604186 1709327 1742487 2288581 1945509 1563570 869230 1775641 670982 689387 1248600 708324 1348840 1859710 2669642 1780634 1289994 2596406 1172734 2013108 941392 3368479 1026593 1271653 1704413 1222804 1161273 697723 2526880 1488045 1695966 1661287 1833131 1165146 1553376 1384448 997997 1052493 923267 1724216 2132640 1174790 1487469 1393157 1246237 1307866 1277974 1426181 1163134 1209486 1196807 2249376 1852196 4406348 2511248 1020414 1234638 1075318 597422 1133612 1306436 1726654 1277832 1601283 1234192 1348222 416846 1801487 2064902 1171607 1767814 2395975 1132500 936977 1909291 1079919 2553279 777573 1121880 1189380 1289572 942606 1459120 1370179 1019381 1780901 1304129 2984975 902095 1649003 628103 782485 964263 1791900 1836789 S-Glutathionyl-L-cysteine 23640 30389 22684 12090 79355 964 6329 787290 225295 235087 92815 123898 94770 18502 29750 15914 68319 165339 31287 18707 19059 14072 36476 0 17156 221336 302909 196090 16822 160246 44554 6662 708 41175 51183 176973 77522 28422 55728 18050 48958 46113 97833 372028 15578 35230 74821 310645 282123 167153 5285 172226 117705 40764 21146 172623 86489 51068 391091 213196 258759 57341 5556 173209 75214 207127 55772 13522 15761 167835 366275 14442 5675 2240 40805 15556 104234 189652 357145 178521 115637 131453 10027 58963 1660 38689 199903 21796 10613 95305 79858 11871 187076 28269 41845 41757 263939 96896 49587 30731 38331 4703 Spermidine 1463850 82194 13497 116086 12227 112419 258210 1428998 169777 188907 156024 262924 87135 95003 235559 113220 56714 548442 36159 77886 149277 38900 47389 33312 34929 44662 143874 123450 65807 184375 103819 114249 309906 145278 56372 90092 150088 237649 390553 74626 145913 286588 235737 94067 93685 150693 47335 276621 198888 161047 133082 189883 140850 277716 287127 122962 275009 76800 1599582 213935 395870 81637 511876 133530 62445 267620 104456 114859 111494 300814 73095 59756 282844 198560 51451 617115 157409 117226 82860 403904 115896 209969 300972 91305 205013 189485 271994 158086 130084 61998 270799 100940 179782 265431 97899 255282 173942 124563 224502 98954 155170 130722 Spermine 130418 0 42799 7093 0 57443 173888 676236 198057 90093 72756 189101 0 0 39992 34956 0 268312 12607 0 55839 0 0 2388 0 24128 34184 33391 7023 23587 34118 8329 102517 56171 0 43802 21911 25702 129540 28796 105457 234710 68054 37331 27099 57225 8359 82498 263239 54457 34033 36694 12682 379876 118952 28357 352183 38782 1470882 7938 97000 32388 460785 35328 35986 156150 8973 26144 0 430721 15918 0 74190 111333 7923 423356 12385 65664 40252 523133 56926 270671 189816 0 112319 88054 87895 89290 3226 17952 90004 3937 38430 193557 0 215022 42381 110320 313400 12352 75376 38188 Sphinganine 1-phosphate 98897 175758 114709 228758 263621 182107 54686 134813 73986 156371 36499 137153 74994 177330 105714 73314 129974 188826 61476 248986 149103 101971 89802 73880 50403 85458 84101 107959 101441 106400 125103 147465 161842 81297 164815 95365 64474 57866 110017 99745 243377 81884 102462 74659 72691 66270 125760 110077 87071 195463 47530 192045 302666 47312 226974 104058 106471 107061 176556 86374 142384 48639 107580 107089 45488 181978 143540 86628 67560 92878 330672 58011 173912 144873 153248 123510 81379 66509 129653 92922 118391 545933 115849 123972 51420 144304 61794 97707 61123 75094 158329 39157 227779 185293 108180 84056 115764 139437 179829 76378 154473 89955 Sphingosine 1-phosphate 631692 346775 182572 290230 274484 263965 415550 379915 316020 380946 243523 597893 703017 451705 396967 696920 245356 453665 221596 423743 140516 354895 326163 241774 354964 350661 487244 492732 442134 412079 405042 228188 488505 439782 499441 403516 327280 284408 400981 846214 296645 667240 519220 785687 422920 524391 414750 609781 1034424 562858 414222 425448 487264 237851 265365 479148 667995 878885 412755 370570 865344 994883 696398 469793 343929 505807 613920 219748 1502298 510562 494169 361861 572470 169481 249329 380293 360531 964982 729410 621261 384201 529578 319126 387671 266035 765576 593187 230534 607700 452945 678965 236169 613229 455311 445161 304276 548307 305300 505150 339280 965202 554672 Threonine 21776110 4334331 20495290 8566653 40146300 6935234 3784885 4643590 5168780 10421020 9089648 5557568 6483846 3294912 8120320 2892374 4557472 6580656 5972330 5514264 12188460 16361280 14460450 9247213 12994720 6094406 6227030 3564873 23535320 5950286 4135753 3050223 4704274 9939070 5553506 11584010 4364905 7839700 6682552 7015102 4935152 9820316 4704388 5220148 3318644 7509914 15162800 12827680 8020954 11457990 10503830 4481829 7230792 9653881 9698669 7869502 6775444 3264666 17081410 7872884 14318930 7882750 7747248 5882182 4923498 4280696 10190720 7342370 5458470 4455210 10270920 6815002 4255864 2383522 4784905 11905260 7072526 6658622 9097997 6283574 3383367 12072000 4427806 12924640 4853336 4953874 6016502 4725416 5804310 9846805 11164280 3043673 4332630 7714394 7515400 6514022 6468076 1865466 3370724 7289114 10526410 10019750 Tryptophan 168767400 169953800 97450110 128972400 34452080 121985900 53971240 94178530 99189080 175072500 142363300 103628400 163596400 130012800 110073100 53490120 34811940 125139000 70258700 77400450 54255870 191485900 178759500 88745430 147418200 119793800 104594200 113343700 153869300 77154170 105354700 66218520 100750400 72266920 43492460 91713780 74874440 106581100 88383770 73573450 120211300 76092900 107997200 89866400 81702040 154941900 217271200 111795000 133837200 120011100 138130100 100904300 92622340 47576780 107540500 65017770 91293460 112893400 235682200 132145400 142030600 49349620 124333500 78547770 81659540 93789440 147952400 81487860 115348300 125872600 120153800 39810700 96386410 23750620 58873330 186949600 96121370 139547000 117518100 80390750 106688300 133249800 103950200 156533400 69000590 122985500 58629850 70053820 154959700 144528800 80064250 52884420 68834230 127313900 113893200 52363330 95996930 60503070 49909510 76215580 166988700 198700900 Tyrosine 24512020 16899520 22914260 32368290 20942430 17782740 20454510 19146020 18554920 40079780 43947690 18963450 30924710 20340830 21059260 12433840 15595240 15222840 10460430 17789530 19080560 14915820 54645030 12045840 33029160 23756420 24153140 21533780 65175330 15404580 19515620 11501750 41019300 25279130 16897990 26106620 15114150 32493220 24618310 16883690 27143440 38752090 25844660 17174810 21775490 43962090 47876350 37969120 16451160 37515800 20652370 25910540 13584160 9910931 20378520 7581502 25406920 12544410 51381200 34258380 44077530 8223064 37441880 17872070 14171610 16487610 24356930 12493280 21404450 15708790 14639470 21694330 34994020 10446050 28793480 39637840 28103770 37494880 43219270 28964660 17885110 35358200 22533800 33436890 10932570 27393510 18157350 13885940 18240220 33618610 20011270 13258440 14628300 51551600 36445250 17424080 24475920 12164650 13982080 22892620 36855070 41769900 Urate 80054500 66515840 13214770 60847260 16736420 50874680 29872830 66856400 31741810 67142230 30748580 72370100 33388330 107730800 57014110 51175220 63425160 74717630 42404080 49288070 65004610 92620610 31232510 47000880 50727440 64218680 50369940 52441260 46981500 29390140 53269200 18187220 40554580 33766920 79139740 24689500 37672680 72866550 47056060 26451970 48088170 32466700 112585400 88488520 41270370 111229800 55997020 75673780 44087370 69834630 43336500 66346690 80636990 80606490 45369290 75624420 30745730 53904620 59444160 68339490 164092400 57229500 72860260 71511500 72763050 85405160 92241270 57347280 72191780 51550660 93713890 42591460 88979640 38715320 25368030 55838360 51425920 101043700 39786400 69333410 42270910 91447100 31267900 97515100 36240470 80429220 39911030 41171340 90340660 36192920 43284400 79042170 41897050 60268940 56864420 40044800 39336060 46014220 53520080 50608210 85064060 65390260 Valine 177824700 184295200 176795500 160407900 243638800 175984000 142328800 160264500 134459300 263868000 194995000 188391600 187076000 228515100 177011200 175862400 98425020 179711900 88673110 140864500 219127800 202185300 153782500 130366700 337825800 175576900 141649300 146150200 163614600 150574300 165308100 130791500 223006400 145972000 101449100 198408400 123227000 151766700 192991400 167638400 180348000 171445000 174624800 210545700 122096500 175815600 256015400 274216500 114196100 157438900 182002300 169647600 103619700 103359300 212217000 67408780 277371200 81567530 183539900 274248800 215352700 118592300 151995700 128972500 185896800 149735300 137447800 182728100 122180900 151508000 148726700 191790200 168763400 88993430 150439100 224822300 162784900 162951100 239493100 317262200 124330400 161733400 189108200 254992100 103269500 144890800 174012400 291824400 111413000 223249300 172775900 133348000 156809900 239641300 194642400 183218300 151479300 103447300 153771800 140663500 177628300 207291000 Xanthine 1463466 823057 522582 1417027 185908 1031544 567504 439681 309104 265506 205171 853233 714098 831160 691246 892874 672172 738290 459287 163653 880214 234250 266017 251614 32104790 284900 532454 661626 333818 884486 1423799 650230 1597361 642896 706831 809880 432779 719529 794270 1809469 565651 684356 2004770 218686 1425070 1435530 531266 235321 352611 1087889 483473 762341 421065 1197840 243762 501583 331671 266190 900873 266727 768876 295922 377564 376490 5749488 593851 1428096 704296 386311 1155796 133437 644014 1599789 877505 161893 907442 500294 525209 364736 937402 643443 470825 786037 750750 561498 727220 338008 896517 479313 900081 515345 772470 453257 678113 5376096 399742 555266 348287 611301 143208 931354 154296 MS_METABOLITE_DATA_END #METABOLITES METABOLITES_START metabolite_name KEGG ID parent medRt (5-L-Glutamyl)-L-glutamine C05283 276.1177 0.68 (S)(+)-Allantoin C02350 159.0508 0.72 3-Methyleneoxindole C02796 146.0598 1.71 4-Acetamidobutanoate C02946 146.0808 0.67 5-Hydroxyindoleacetate C05635 192.0647 1.40 5-Hydroxyisourate C11821 185.0313 0.66 Acetylcholine C01996 146.1172 0.66 Alanine C00041 90.0547 0.66 Allantoate C00499 177.0606 0.62 Anthranilate C00108 138.0541 0.67 Arginine C00062 175.1187 0.64 Asparagine C00152 133.0605 0.66 Aspartate C00049 134.0445 0.70 Choline C00114 104.1066 0.65 Creatine C00300 132.0764 0.66 Creatinine C00791 114.0660 0.66 Cysteine C00097 122.0266 0.66 Cystine C00491 241.0300 0.67 Dimethylglycine C01026 104.0703 0.66 Dopamine C03758 154.0843 0.68 gamma-Glutamyl-gamma-aminobutyrate C15767 233.1125 0.91 gamma-Glutamyl-Se-methylselenocysteine C05695 313.0349 0.62 gamma-L-Glutamyl-D-alanine C03738 219.0971 0.91 Glutamate C00025 148.0604 0.66 Glutamine C00064 147.0762 0.65 Glutathione disulfide C00127 613.1566 0.91 Guanine C00242 152.0545 0.91 Histidine C00135 156.0763 0.60 Hypoxanthine C00262 137.0456 0.91 Indole C00463 118.0647 1.71 Indole-3-acetaldehyde C00637 160.0756 1.83 Indole-3-acetate C00954 176.0704 1.87 Indolepyruvate C00331 204.0626 0.92 Indoxyl C05658 134.0597 1.72 Isoleucine C00407 132.1016 0.68 kynurenine C00328 209.0916 1.39 L-Adrenaline C00788 184.0939 0.65 L-Carnitine C00318 162.1120 0.66 L-Citrulline C00327 176.1027 0.66 Leucine C00123 132.1016 1.01 Lysine C00047 147.1125 0.59 Methionine C00073 150.0580 0.77 N-Acetylornithine C00437 175.1075 0.67 N-formyl kynurenine C02700 237.0860 1.44 Nicotinamide C00153 123.0548 0.91 Ornithine C01602 133.0968 0.59 Phenylalanine C00079 166.0859 1.40 Proline C00148 116.0703 0.67 S-Adenosyl-L-homocysteine C00021 385.1296 0.67 Serine C00065 106.0498 0.66 S-Glutathionyl-L-cysteine C05526 427.0936 0.68 Spermidine C00315 146.1648 0.60 Spermine C00750 203.2226 0.59 Sphinganine 1-phosphate C01120 382.2699 1.91 Sphingosine 1-phosphate C06124 380.2542 3.83 Threonine C00188 120.0653 0.65 Tryptophan C00078 205.0966 1.71 Tyrosine C00082 182.0805 0.85 Urate C00366 169.0352 0.91 Valine C00183 118.0859 0.68 Xanthine C00385 153.0404 0.91 METABOLITES_END #END