The COVIDome Explorer Researcher Portal.


Journal

medRxiv : the preprint server for health sciences
Titre abrégé: medRxiv
Pays: United States
ID NLM: 101767986

Informations de publication

Date de publication:
08 Mar 2021
Historique:
entrez: 24 3 2021
pubmed: 25 3 2021
medline: 25 3 2021
Statut: epublish

Résumé

COVID-19 pathology involves dysregulation of diverse molecular, cellular, and physiological processes. In order to expedite integrated and collaborative COVID-19 research, we completed multi-omics analysis of hospitalized COVID-19 patients including matched analysis of the whole blood transcriptome, plasma proteomics with two complementary platforms, cytokine profiling, plasma and red blood cell metabolomics, deep immune cell phenotyping by mass cytometry, and clinical data annotation. We refer to this multidimensional dataset as the COVIDome. We then created the COVIDome Explorer, an online researcher portal where the data can be analyzed and visualized in real time. We illustrate here the use of the COVIDome dataset through a multi-omics analysis of biosignatures associated with C-reactive protein (CRP), an established marker of poor prognosis in COVID-19, revealing associations between CRP levels and damage-associated molecular patterns, depletion of protective serpins, and mitochondrial metabolism dysregulation. We expect that the COVIDome Explorer will rapidly accelerate data sharing, hypothesis testing, and discoveries worldwide.

Identifiants

pubmed: 33758879
doi: 10.1101/2021.03.04.21252945
pmc: PMC7987038
pii:
doi:

Types de publication

Preprint

Langues

eng

Subventions

Organisme : NHLBI NIH HHS
ID : R01 HL146442
Pays : United States
Organisme : NIGMS NIH HHS
ID : RM1 GM131968
Pays : United States
Organisme : NIAID NIH HHS
ID : R01 AI150305
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002535
Pays : United States
Organisme : NIAID NIH HHS
ID : R01 AI145988
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA046934
Pays : United States
Organisme : NIGMS NIH HHS
ID : R35 GM124939
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL148151
Pays : United States
Organisme : NHLBI NIH HHS
ID : R21 HL150032
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL149714
Pays : United States

Commentaires et corrections

Type : UpdateIn

Références

PLoS One. 2017 Oct 26;12(10):e0185056
pubmed: 29073143
J Appl Physiol (1985). 2005 Sep;99(3):1120-6
pubmed: 16103521
J Clin Virol. 2020 Jun;127:104370
pubmed: 32344321
Am J Pathol. 2016 Apr;186(4):829-43
pubmed: 26878212
JAMA Netw Open. 2020 Aug 3;3(8):e2017708
pubmed: 32789513
Immunol Rev. 2020 May;295(1):39-53
pubmed: 32185805
Hepatology. 2011 Sep 2;54(3):999-1008
pubmed: 21721026
Bioinformatics. 2009 Aug 15;25(16):2078-9
pubmed: 19505943
Nat Biotechnol. 2007 Nov;25(11):1265-75
pubmed: 17989689
Lancet Rheumatol. 2021 Feb;3(2):e95
pubmed: 33521674
Bioinformatics. 2015 Jan 15;31(2):166-9
pubmed: 25260700
Metabolites. 2020 Oct 19;10(10):
pubmed: 33086598
Cells. 2019 Nov 08;8(11):
pubmed: 31717433
J Clin Virol. 2020 Sep;130:104572
pubmed: 32769024
J Pharm Bioallied Sci. 2011 Jan;3(1):118-27
pubmed: 21430962
Cell Rep Med. 2020 Nov 17;1(8):100144
pubmed: 33163981
N Biotechnol. 2012 Jun 15;29(5):543-9
pubmed: 22155539
Nature. 2013 Apr 11;496(7444):238-42
pubmed: 23535595
Immunol Rev. 2020 May;295(1):5-14
pubmed: 32320073
Genome Biol. 2014;15(12):550
pubmed: 25516281
J Immunol. 2020 Sep 15;205(6):1488-1495
pubmed: 32699160
J Biol Chem. 1992 Apr 5;267(10):7048-52
pubmed: 1313031
Nat Biotechnol. 2019 Aug;37(8):907-915
pubmed: 31375807
Elife. 2020 Jul 07;9:
pubmed: 32633718
iScience. 2020 Oct 23;23(10):101631
pubmed: 33015593
J Thromb Haemost. 2007 Jul;5 Suppl 1:102-15
pubmed: 17635716
Sci Rep. 2020 Sep 14;10(1):15058
pubmed: 32929124
Elife. 2021 Mar 16;10:
pubmed: 33724185
J Physiol Biochem. 2014 Jun;70(2):285-96
pubmed: 24570093
Toxicol Lett. 2010 Feb 15;192(3):387-94
pubmed: 19931603
J Innate Immun. 2018;10(2):94-105
pubmed: 29237166
Nat Rev Immunol. 2018 Feb;18(2):134-147
pubmed: 28990587
Nat Protoc. 2015 Feb;10(2):316-33
pubmed: 25612231
Bioinformatics. 2016 Sep 15;32(18):2847-9
pubmed: 27207943
JCI Insight. 2020 Jul 23;5(14):
pubmed: 32559180
J Thromb Haemost. 2008 Dec;6(12):2017-26
pubmed: 18983517
J Thromb Thrombolysis. 2020 Jul;50(1):54-67
pubmed: 32415579
Cytometry A. 2013 May;83(5):483-94
pubmed: 23512433
Immunity. 2002 Jun;16(6):769-77
pubmed: 12121659
Nucleic Acids Res. 2019 Jan 8;47(D1):D442-D450
pubmed: 30395289
Am J Physiol Endocrinol Metab. 2008 Aug;295(2):E242-53
pubmed: 18577699
J Immunol. 2011 Mar 15;186(6):3299-303
pubmed: 21317389
PLoS One. 2020 Nov 20;15(11):e0242400
pubmed: 33216774
Front Med (Lausanne). 2020 Aug 21;7:441
pubmed: 32974364
Biochemistry. 1988 Jun 14;27(12):4231-7
pubmed: 2844223
Crit Care. 2014 Nov 19;18(6):623
pubmed: 25410281
Front Immunol. 2019 Oct 15;10:2367
pubmed: 31681275
Nat Methods. 2015 Feb;12(2):115-21
pubmed: 25633503
Methods Mol Biol. 2019;1978:13-26
pubmed: 31119654
Hypertension. 2016 Sep;68(3):533-41
pubmed: 27432868
Immunol Rev. 2020 May;295(1):54-67
pubmed: 32242952
Cell. 2016 Oct 6;167(2):457-470.e13
pubmed: 27667687
BMJ. 2021 Feb 11;372:n311
pubmed: 33574135
Anal Chem. 2012 Dec 18;84(24):10768-76
pubmed: 23150939
Gastroenterol Hepatol Bed Bench. 2020 Fall;13(4):361-366
pubmed: 33244379

Auteurs

Kelly D Sullivan (KD)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Department of Pediatrics, Section of Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Matthew D Galbraith (MD)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Kohl T Kinning (KT)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Kyle Bartsch (K)

Information Services, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Nik Levinsky (N)

Information Services, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Paula Araya (P)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Keith P Smith (KP)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Ross E Granrath (RE)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Jessica R Shaw (JR)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Ryan Baxter (R)

Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Kimberly R Jordan (KR)

Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Seth Russell (S)

Data Science to Patient Value, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Monika Dzieciatkowska (M)

Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Julie A Reisz (JA)

Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Fabia Gamboni (F)

Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Francesca Cendali (F)

Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Tusharkanti Ghosh (T)

Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA.

Andrew A Monte (AA)

Department of Emergency Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Tellen D Bennett (TD)

Department of Pediatrics, Sections of Informatics and Data Science and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Michael G Miller (MG)

Information Services, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Elena W Y Hsieh (EWY)

Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Department of Pediatrics, Division of Allergy/Immunology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Angelo D'Alessandro (A)

Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Kirk C Hansen (KC)

Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Joaquin M Espinosa (JM)

Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Classifications MeSH