1. Blood transcriptome responses in patients correlate with severity of COVID-19 disease
- Author
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Ya Wang, Klaus Schughart, Tiana Maria Pelaia, Tracy Chew, Karan Kim, Thomas Karvunidis, Ben Knippenberg, Sally Teoh, Amy L. Phu, Kirsty R. Short, Jonathan Iredell, Irani Thevarajan, Jennifer Audsley, Stephen Macdonald, Jonathon Burcham, Anthony McLean, PREDICT-19 consortium, Benjamin Tang, Maryam Shojaei, Alberto Ballestrero, Allan Cripps, Amanda Cox, Amy L Phu, Andrea De Maria, Arutha Kulasinghe, Ben Marais, Carl Feng, Damien Chaussabel, Darawan Rinchai, Davide Bedognetti, Gabriele Zoppoli, Gunawan Gunawan, John-Sebastian Eden, Kirsty Renfree Short, Mandira Chakraborty, Marcela Kralovcova, Marek Nalos, Marko Radic, Martin Matejovic, Meagan Carney, Michele Bedognetti, Miroslav Prucha, Mohammed Toufiq, Nandan Deshpande, Narasaraju Teluguakula, Nicholas West, Paolo Cremonesi, Philip Britton, Ricardo Garcia Branco, Rodolphe Thiebaut, Rostyslav Bilyy, Stephen MacDonald, Tania Sorrell, Tim Kwan, Tri Giang Phan, Velma Herwanto, Win Sen Kuan, and Yoann Zerbib
- Subjects
SARS-CoV-2 ,RNA sequencing ,host immune response ,deconvolution ,WGCNA ,Immunologic diseases. Allergy ,RC581-607 - Abstract
BackgroundCoronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Infected individuals display a wide spectrum of disease severity, as defined by the World Health Organization (WHO). One of the main factors underlying this heterogeneity is the host immune response, with severe COVID-19 often associated with a hyperinflammatory state.AimOur current study aimed to pinpoint the specific genes and pathways underlying differences in the disease spectrum and outcomes observed, through in-depth analyses of whole blood transcriptomics in a large cohort of COVID-19 participants.ResultsAll WHO severity levels were well represented and mild and severe disease displaying distinct gene expression profiles. WHO severity levels 1-4 were grouped as mild disease, and signatures from these participants were different from those with WHO severity levels 6-9 classified as severe disease. Severity level 5 (moderate cases) presented a unique transitional gene signature between severity levels 2-4 (mild/moderate) and 6-9 (severe) and hence might represent the turning point for better or worse disease outcome. Gene expression changes are very distinct when comparing mild/moderate or severe cases to healthy controls. In particular, we demonstrated the hallmark down-regulation of adaptive immune response pathways and activation of neutrophil pathways in severe compared to mild/moderate cases, as well as activation of blood coagulation pathways.ConclusionsOur data revealed discrete gene signatures associated with mild, moderate, and severe COVID-19 identifying valuable candidates for future biomarker discovery.
- Published
- 2023
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