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High-Density Blood Transcriptomics Reveals Precision Immune Signatures of SARS-CoV-2 Infection in Hospitalized Individuals

Authors :
Jeremy W. Prokop
Nicholas L. Hartog
Dave Chesla
William Faber
Chanise P. Love
Rachid Karam
Nelly Abualkheir
Benjamin Feldmann
Li Teng
Tamara McBride
Mara L. Leimanis
B. Keith English
Amanda Holsworth
Austin Frisch
Jacob Bauss
Nathisha Kalpage
Aram Derbedrossian
Ryan M. Pinti
Nicole Hale
Joshua Mills
Alexandra Eby
Elizabeth A. VanSickle
Spencer C. Pageau
Rama Shankar
Bin Chen
Joseph A. Carcillo
Dominic Sanfilippo
Rosemary Olivero
Caleb P. Bupp
Surender Rajasekaran
Source :
Frontiers in Immunology, Vol 12 (2021)
Publication Year :
2021
Publisher :
Frontiers Media S.A., 2021.

Abstract

The immune response to COVID-19 infection is variable. How COVID-19 influences clinical outcomes in hospitalized patients needs to be understood through readily obtainable biological materials, such as blood. We hypothesized that a high-density analysis of host (and pathogen) blood RNA in hospitalized patients with SARS-CoV-2 would provide mechanistic insights into the heterogeneity of response amongst COVID-19 patients when combined with advanced multidimensional bioinformatics for RNA. We enrolled 36 hospitalized COVID-19 patients (11 died) and 15 controls, collecting 74 blood PAXgene RNA tubes at multiple timepoints, one early and in 23 patients after treatment with various therapies. Total RNAseq was performed at high-density, with >160 million paired-end, 150 base pair reads per sample, representing the most sequenced bases per sample for any publicly deposited blood PAXgene tube study. There are 770 genes significantly altered in the blood of COVID-19 patients associated with antiviral defense, mitotic cell cycle, type I interferon signaling, and severe viral infections. Immune genes activated include those associated with neutrophil mechanisms, secretory granules, and neutrophil extracellular traps (NETs), along with decreased gene expression in lymphocytes and clonal expansion of the acquired immune response. Therapies such as convalescent serum and dexamethasone reduced many of the blood expression signatures of COVID-19. Severely ill or deceased patients are marked by various secondary infections, unique gene patterns, dysregulated innate response, and peripheral organ damage not otherwise found in the cohort. High-density transcriptomic data offers shared gene expression signatures, providing unique insights into the immune system and individualized signatures of patients that could be used to understand the patient’s clinical condition. Whole blood transcriptomics provides patient-level insights for immune activation, immune repertoire, and secondary infections that can further guide precision treatment.

Details

Language :
English
ISSN :
16643224
Volume :
12
Database :
Directory of Open Access Journals
Journal :
Frontiers in Immunology
Publication Type :
Academic Journal
Accession number :
edsdoj.20f32557f9a42348621c304d05e58cd
Document Type :
article
Full Text :
https://doi.org/10.3389/fimmu.2021.694243