International Journal of Molecular Sciences (Jan 2023)

Pathway and Network Analyses Identify Growth Factor Signaling and MMP9 as Potential Mediators of Mitochondrial Dysfunction in Severe COVID-19

  • 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,
  • PREDICT-19 Consortium,
  • Benjamin Tang,
  • Anthony McLean,
  • Maryam Shojaei

DOI
https://doi.org/10.3390/ijms24032524
Journal volume & issue
Vol. 24, no. 3
p. 2524

Abstract

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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.

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