Human phospho‐signaling networks of SARS‐CoV‐2 infection are rewired by population genetic variants |
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Authors: | Diogo Pellegrina Alexander T Bahcheli Michal Krassowski Jüri Reimand |
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Institution: | 1. Computational Biology Program, Ontario Institute for Cancer Research, Toronto ON, Canada ; 2. Department of Molecular Genetics, University of Toronto, Toronto ON, Canada ; 3. Medical Sciences Division, Nuffield Department of Women''s and Reproductive Health, University of Oxford, Oxford UK ; 4. Department of Medical Biophysics, University of Toronto, Toronto ON, Canada |
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Abstract: | SARS‐CoV‐2 infection hijacks signaling pathways and induces protein–protein interactions between human and viral proteins. Human genetic variation may impact SARS‐CoV‐2 infection and COVID‐19 pathology; however, the genetic variation in these signaling networks remains uncharacterized. Here, we studied human missense single nucleotide variants (SNVs) altering phosphorylation sites modulated by SARS‐CoV‐2 infection, using machine learning to identify amino acid substitutions altering kinase‐bound sequence motifs. We found 2,033 infrequent phosphorylation‐associated SNVs (pSNVs) that are enriched in sequence motif alterations, potentially reflecting the evolution of signaling networks regulating host defenses. Proteins with pSNVs are involved in viral life cycle and host responses, including RNA splicing, interferon response (TRIM28), and glucose homeostasis (TBC1D4) with potential associations with COVID‐19 comorbidities. pSNVs disrupt CDK and MAPK substrate motifs and replace these with motifs of Tank Binding Kinase 1 (TBK1) involved in innate immune responses, indicating consistent rewiring of signaling networks. Several pSNVs associate with severe COVID‐19 and hospitalization (STARD13, ARFGEF2). Our analysis highlights potential genetic factors contributing to inter‐individual variation of SARS‐CoV‐2 infection and COVID‐19 and suggests leads for mechanistic and translational studies.Subject Categories: Computational Biology, Microbiology, Virology & Host Pathogen Interaction, Post-translational Modifications & ProteolysisAn integrative proteogenomic study reveals that human phospho‐signaling networks responding to SARS‐CoV‐2 infection are enriched in genetic variants that modify kinase binding motifs, suggesting that genetic variation may impact infection and COVID‐19 pathology. |
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