Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.

The host response to SARS-CoV-2 infection provide insights into both viral pathogenesis and patient management. The host-encoded microRNA (miRNA) response to SARS-CoV-2 infection, however, remains poorly defined. Here we profiled circulating miRNAs from ten COVID-19 patients sampled longitudinally a...

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Main Authors: Ryan J Farr, Christina L Rootes, Louise C Rowntree, Thi H O Nguyen, Luca Hensen, Lukasz Kedzierski, Allen C Cheng, Katherine Kedzierska, Gough G Au, Glenn A Marsh, Seshadri S Vasan, Chwan Hong Foo, Christopher Cowled, Cameron R Stewart
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-07-01
Series:PLoS Pathogens
Online Access:https://doi.org/10.1371/journal.ppat.1009759
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spelling doaj-9d54b16d350a4c6ca04d6e50ac0757f62021-08-08T04:33:04ZengPublic Library of Science (PLoS)PLoS Pathogens1553-73661553-73742021-07-01177e100975910.1371/journal.ppat.1009759Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.Ryan J FarrChristina L RootesLouise C RowntreeThi H O NguyenLuca HensenLukasz KedzierskiAllen C ChengKatherine KedzierskaGough G AuGlenn A MarshSeshadri S VasanChwan Hong FooChristopher CowledCameron R StewartThe host response to SARS-CoV-2 infection provide insights into both viral pathogenesis and patient management. The host-encoded microRNA (miRNA) response to SARS-CoV-2 infection, however, remains poorly defined. Here we profiled circulating miRNAs from ten COVID-19 patients sampled longitudinally and ten age and gender matched healthy donors. We observed 55 miRNAs that were altered in COVID-19 patients during early-stage disease, with the inflammatory miR-31-5p the most strongly upregulated. Supervised machine learning analysis revealed that a three-miRNA signature (miR-423-5p, miR-23a-3p and miR-195-5p) independently classified COVID-19 cases with an accuracy of 99.9%. In a ferret COVID-19 model, the three-miRNA signature again detected SARS-CoV-2 infection with 99.7% accuracy, and distinguished SARS-CoV-2 infection from influenza A (H1N1) infection and healthy controls with 95% accuracy. Distinct miRNA profiles were also observed in COVID-19 patients requiring oxygenation. This study demonstrates that SARS-CoV-2 infection induces a robust host miRNA response that could improve COVID-19 detection and patient management.https://doi.org/10.1371/journal.ppat.1009759
collection DOAJ
language English
format Article
sources DOAJ
author Ryan J Farr
Christina L Rootes
Louise C Rowntree
Thi H O Nguyen
Luca Hensen
Lukasz Kedzierski
Allen C Cheng
Katherine Kedzierska
Gough G Au
Glenn A Marsh
Seshadri S Vasan
Chwan Hong Foo
Christopher Cowled
Cameron R Stewart
spellingShingle Ryan J Farr
Christina L Rootes
Louise C Rowntree
Thi H O Nguyen
Luca Hensen
Lukasz Kedzierski
Allen C Cheng
Katherine Kedzierska
Gough G Au
Glenn A Marsh
Seshadri S Vasan
Chwan Hong Foo
Christopher Cowled
Cameron R Stewart
Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.
PLoS Pathogens
author_facet Ryan J Farr
Christina L Rootes
Louise C Rowntree
Thi H O Nguyen
Luca Hensen
Lukasz Kedzierski
Allen C Cheng
Katherine Kedzierska
Gough G Au
Glenn A Marsh
Seshadri S Vasan
Chwan Hong Foo
Christopher Cowled
Cameron R Stewart
author_sort Ryan J Farr
title Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.
title_short Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.
title_full Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.
title_fullStr Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.
title_full_unstemmed Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection.
title_sort altered microrna expression in covid-19 patients enables identification of sars-cov-2 infection.
publisher Public Library of Science (PLoS)
series PLoS Pathogens
issn 1553-7366
1553-7374
publishDate 2021-07-01
description The host response to SARS-CoV-2 infection provide insights into both viral pathogenesis and patient management. The host-encoded microRNA (miRNA) response to SARS-CoV-2 infection, however, remains poorly defined. Here we profiled circulating miRNAs from ten COVID-19 patients sampled longitudinally and ten age and gender matched healthy donors. We observed 55 miRNAs that were altered in COVID-19 patients during early-stage disease, with the inflammatory miR-31-5p the most strongly upregulated. Supervised machine learning analysis revealed that a three-miRNA signature (miR-423-5p, miR-23a-3p and miR-195-5p) independently classified COVID-19 cases with an accuracy of 99.9%. In a ferret COVID-19 model, the three-miRNA signature again detected SARS-CoV-2 infection with 99.7% accuracy, and distinguished SARS-CoV-2 infection from influenza A (H1N1) infection and healthy controls with 95% accuracy. Distinct miRNA profiles were also observed in COVID-19 patients requiring oxygenation. This study demonstrates that SARS-CoV-2 infection induces a robust host miRNA response that could improve COVID-19 detection and patient management.
url https://doi.org/10.1371/journal.ppat.1009759
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