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Association of cardiometabolic microRNAs with COVID-19 severity and mortality
AIMS: Coronavirus disease 2019 (COVID-19) can lead to multiorgan damage. MicroRNAs (miRNAs) in blood reflect cell activation and tissue injury. We aimed to determine the association of circulating miRNAs with COVID-19 severity and 28 day intensive care unit (ICU) mortality. METHODS AND RESULTS: We p...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8689968/ https://www.ncbi.nlm.nih.gov/pubmed/34755842 http://dx.doi.org/10.1093/cvr/cvab338 |
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author | Gutmann, Clemens Khamina, Kseniya Theofilatos, Konstantinos Diendorfer, Andreas B Burnap, Sean A Nabeebaccus, Adam Fish, Matthew McPhail, Mark J W O'Gallagher, Kevin Schmidt, Lukas E Cassel, Christian Auzinger, Georg Napoli, Salvatore Mujib, Salma F Trovato, Francesca Sanderson, Barnaby Merrick, Blair Roy, Roman Edgeworth, Jonathan D Shah, Ajay M Hayday, Adrian C Traby, Ludwig Hackl, Matthias Eichinger, Sabine Shankar-Hari, Manu Mayr, Manuel |
author_facet | Gutmann, Clemens Khamina, Kseniya Theofilatos, Konstantinos Diendorfer, Andreas B Burnap, Sean A Nabeebaccus, Adam Fish, Matthew McPhail, Mark J W O'Gallagher, Kevin Schmidt, Lukas E Cassel, Christian Auzinger, Georg Napoli, Salvatore Mujib, Salma F Trovato, Francesca Sanderson, Barnaby Merrick, Blair Roy, Roman Edgeworth, Jonathan D Shah, Ajay M Hayday, Adrian C Traby, Ludwig Hackl, Matthias Eichinger, Sabine Shankar-Hari, Manu Mayr, Manuel |
author_sort | Gutmann, Clemens |
collection | PubMed |
description | AIMS: Coronavirus disease 2019 (COVID-19) can lead to multiorgan damage. MicroRNAs (miRNAs) in blood reflect cell activation and tissue injury. We aimed to determine the association of circulating miRNAs with COVID-19 severity and 28 day intensive care unit (ICU) mortality. METHODS AND RESULTS: We performed RNA-Seq in plasma of healthy controls (n = 11), non-severe (n = 18), and severe (n = 18) COVID-19 patients and selected 14 miRNAs according to cell- and tissue origin for measurement by reverse transcription quantitative polymerase chain reaction (RT–qPCR) in a separate cohort of mild (n = 6), moderate (n = 39), and severe (n = 16) patients. Candidates were then measured by RT–qPCR in longitudinal samples of ICU COVID-19 patients (n = 240 samples from n = 65 patients). A total of 60 miRNAs, including platelet-, endothelial-, hepatocyte-, and cardiomyocyte-derived miRNAs, were differentially expressed depending on severity, with increased miR-133a and reduced miR-122 also being associated with 28 day mortality. We leveraged mass spectrometry-based proteomics data for corresponding protein trajectories. Myocyte-derived (myomiR) miR-133a was inversely associated with neutrophil counts and positively with proteins related to neutrophil degranulation, such as myeloperoxidase. In contrast, levels of hepatocyte-derived miR-122 correlated to liver parameters and to liver-derived positive (inverse association) and negative acute phase proteins (positive association). Finally, we compared miRNAs to established markers of COVID-19 severity and outcome, i.e. SARS-CoV-2 RNAemia, age, BMI, D-dimer, and troponin. Whilst RNAemia, age and troponin were better predictors of mortality, miR-133a and miR-122 showed superior classification performance for severity. In binary and triplet combinations, miRNAs improved classification performance of established markers for severity and mortality. CONCLUSION: Circulating miRNAs of different tissue origin, including several known cardiometabolic biomarkers, rise with COVID-19 severity. MyomiR miR-133a and liver-derived miR-122 also relate to 28 day mortality. MiR-133a reflects inflammation-induced myocyte damage, whilst miR-122 reflects the hepatic acute phase response. |
format | Online Article Text |
id | pubmed-8689968 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86899682022-01-05 Association of cardiometabolic microRNAs with COVID-19 severity and mortality Gutmann, Clemens Khamina, Kseniya Theofilatos, Konstantinos Diendorfer, Andreas B Burnap, Sean A Nabeebaccus, Adam Fish, Matthew McPhail, Mark J W O'Gallagher, Kevin Schmidt, Lukas E Cassel, Christian Auzinger, Georg Napoli, Salvatore Mujib, Salma F Trovato, Francesca Sanderson, Barnaby Merrick, Blair Roy, Roman Edgeworth, Jonathan D Shah, Ajay M Hayday, Adrian C Traby, Ludwig Hackl, Matthias Eichinger, Sabine Shankar-Hari, Manu Mayr, Manuel Cardiovasc Res Fast-Track Original Article AIMS: Coronavirus disease 2019 (COVID-19) can lead to multiorgan damage. MicroRNAs (miRNAs) in blood reflect cell activation and tissue injury. We aimed to determine the association of circulating miRNAs with COVID-19 severity and 28 day intensive care unit (ICU) mortality. METHODS AND RESULTS: We performed RNA-Seq in plasma of healthy controls (n = 11), non-severe (n = 18), and severe (n = 18) COVID-19 patients and selected 14 miRNAs according to cell- and tissue origin for measurement by reverse transcription quantitative polymerase chain reaction (RT–qPCR) in a separate cohort of mild (n = 6), moderate (n = 39), and severe (n = 16) patients. Candidates were then measured by RT–qPCR in longitudinal samples of ICU COVID-19 patients (n = 240 samples from n = 65 patients). A total of 60 miRNAs, including platelet-, endothelial-, hepatocyte-, and cardiomyocyte-derived miRNAs, were differentially expressed depending on severity, with increased miR-133a and reduced miR-122 also being associated with 28 day mortality. We leveraged mass spectrometry-based proteomics data for corresponding protein trajectories. Myocyte-derived (myomiR) miR-133a was inversely associated with neutrophil counts and positively with proteins related to neutrophil degranulation, such as myeloperoxidase. In contrast, levels of hepatocyte-derived miR-122 correlated to liver parameters and to liver-derived positive (inverse association) and negative acute phase proteins (positive association). Finally, we compared miRNAs to established markers of COVID-19 severity and outcome, i.e. SARS-CoV-2 RNAemia, age, BMI, D-dimer, and troponin. Whilst RNAemia, age and troponin were better predictors of mortality, miR-133a and miR-122 showed superior classification performance for severity. In binary and triplet combinations, miRNAs improved classification performance of established markers for severity and mortality. CONCLUSION: Circulating miRNAs of different tissue origin, including several known cardiometabolic biomarkers, rise with COVID-19 severity. MyomiR miR-133a and liver-derived miR-122 also relate to 28 day mortality. MiR-133a reflects inflammation-induced myocyte damage, whilst miR-122 reflects the hepatic acute phase response. Oxford University Press 2021-11-10 /pmc/articles/PMC8689968/ /pubmed/34755842 http://dx.doi.org/10.1093/cvr/cvab338 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Fast-Track Original Article Gutmann, Clemens Khamina, Kseniya Theofilatos, Konstantinos Diendorfer, Andreas B Burnap, Sean A Nabeebaccus, Adam Fish, Matthew McPhail, Mark J W O'Gallagher, Kevin Schmidt, Lukas E Cassel, Christian Auzinger, Georg Napoli, Salvatore Mujib, Salma F Trovato, Francesca Sanderson, Barnaby Merrick, Blair Roy, Roman Edgeworth, Jonathan D Shah, Ajay M Hayday, Adrian C Traby, Ludwig Hackl, Matthias Eichinger, Sabine Shankar-Hari, Manu Mayr, Manuel Association of cardiometabolic microRNAs with COVID-19 severity and mortality |
title | Association of cardiometabolic microRNAs with COVID-19 severity and mortality |
title_full | Association of cardiometabolic microRNAs with COVID-19 severity and mortality |
title_fullStr | Association of cardiometabolic microRNAs with COVID-19 severity and mortality |
title_full_unstemmed | Association of cardiometabolic microRNAs with COVID-19 severity and mortality |
title_short | Association of cardiometabolic microRNAs with COVID-19 severity and mortality |
title_sort | association of cardiometabolic micrornas with covid-19 severity and mortality |
topic | Fast-Track Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8689968/ https://www.ncbi.nlm.nih.gov/pubmed/34755842 http://dx.doi.org/10.1093/cvr/cvab338 |
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