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Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19
Patients with preexisting metabolic disorders such as diabetes are at a higher risk of developing severe coronavirus disease 2019 (COVID-19). Mitochondrion, the very organelle that controls cellular metabolism, holds the key to understanding disease progression at the cellular level. Our current stu...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9917147/ https://www.ncbi.nlm.nih.gov/pubmed/36768847 http://dx.doi.org/10.3390/ijms24032524 |
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author | Wang, Ya Schughart, Klaus Pelaia, Tiana Maria Chew, Tracy Kim, Karan Karvunidis, Thomas Knippenberg, Ben Teoh, Sally Phu, Amy L. Short, Kirsty R. Iredell, Jonathan Thevarajan, Irani Audsley, Jennifer Macdonald, Stephen Burcham, Jonathon Tang, Benjamin McLean, Anthony Shojaei, Maryam |
author_facet | Wang, Ya Schughart, Klaus Pelaia, Tiana Maria Chew, Tracy Kim, Karan Karvunidis, Thomas Knippenberg, Ben Teoh, Sally Phu, Amy L. Short, Kirsty R. Iredell, Jonathan Thevarajan, Irani Audsley, Jennifer Macdonald, Stephen Burcham, Jonathon Tang, Benjamin McLean, Anthony Shojaei, Maryam |
author_sort | Wang, Ya |
collection | PubMed |
description | Patients with preexisting metabolic disorders such as diabetes are at a higher risk of developing severe coronavirus disease 2019 (COVID-19). Mitochondrion, the very organelle that controls cellular metabolism, holds the key to understanding disease progression at the cellular level. Our current study aimed to understand how cellular metabolism contributes to COVID-19 outcomes. Metacore pathway enrichment analyses on differentially expressed genes (encoded by both mitochondrial and nuclear deoxyribonucleic acid (DNA)) involved in cellular metabolism, regulation of mitochondrial respiration and organization, and apoptosis, was performed on RNA sequencing (RNASeq) data from blood samples collected from healthy controls and patients with mild/moderate or severe COVID-19. Genes from the enriched pathways were analyzed by network analysis to uncover interactions among them and up- or downstream genes within each pathway. Compared to the mild/moderate COVID-19, the upregulation of a myriad of growth factor and cell cycle signaling pathways, with concomitant downregulation of interferon signaling pathways, were observed in the severe group. Matrix metallopeptidase 9 (MMP9) was found in five of the top 10 upregulated pathways, indicating its potential as therapeutic target against COVID-19. In summary, our data demonstrates aberrant activation of endocrine signaling in severe COVID-19, and its implication in immune and metabolic dysfunction. |
format | Online Article Text |
id | pubmed-9917147 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99171472023-02-11 Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 Wang, Ya Schughart, Klaus Pelaia, Tiana Maria Chew, Tracy Kim, Karan Karvunidis, Thomas Knippenberg, Ben Teoh, Sally Phu, Amy L. Short, Kirsty R. Iredell, Jonathan Thevarajan, Irani Audsley, Jennifer Macdonald, Stephen Burcham, Jonathon Tang, Benjamin McLean, Anthony Shojaei, Maryam Int J Mol Sci Article Patients with preexisting metabolic disorders such as diabetes are at a higher risk of developing severe coronavirus disease 2019 (COVID-19). Mitochondrion, the very organelle that controls cellular metabolism, holds the key to understanding disease progression at the cellular level. Our current study aimed to understand how cellular metabolism contributes to COVID-19 outcomes. Metacore pathway enrichment analyses on differentially expressed genes (encoded by both mitochondrial and nuclear deoxyribonucleic acid (DNA)) involved in cellular metabolism, regulation of mitochondrial respiration and organization, and apoptosis, was performed on RNA sequencing (RNASeq) data from blood samples collected from healthy controls and patients with mild/moderate or severe COVID-19. Genes from the enriched pathways were analyzed by network analysis to uncover interactions among them and up- or downstream genes within each pathway. Compared to the mild/moderate COVID-19, the upregulation of a myriad of growth factor and cell cycle signaling pathways, with concomitant downregulation of interferon signaling pathways, were observed in the severe group. Matrix metallopeptidase 9 (MMP9) was found in five of the top 10 upregulated pathways, indicating its potential as therapeutic target against COVID-19. In summary, our data demonstrates aberrant activation of endocrine signaling in severe COVID-19, and its implication in immune and metabolic dysfunction. MDPI 2023-01-28 /pmc/articles/PMC9917147/ /pubmed/36768847 http://dx.doi.org/10.3390/ijms24032524 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Ya Schughart, Klaus Pelaia, Tiana Maria Chew, Tracy Kim, Karan Karvunidis, Thomas Knippenberg, Ben Teoh, Sally Phu, Amy L. Short, Kirsty R. Iredell, Jonathan Thevarajan, Irani Audsley, Jennifer Macdonald, Stephen Burcham, Jonathon Tang, Benjamin McLean, Anthony Shojaei, Maryam Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 |
title | Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 |
title_full | Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 |
title_fullStr | Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 |
title_full_unstemmed | Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 |
title_short | Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19 |
title_sort | pathway and network analyses identify growth factor signaling and mmp9 as potential mediators of mitochondrial dysfunction in severe covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9917147/ https://www.ncbi.nlm.nih.gov/pubmed/36768847 http://dx.doi.org/10.3390/ijms24032524 |
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