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Updated: Oct 29, 2025

Live Imaging and Quantification of Viral Infection in K18 hACE2 Transgenic Mice Using Reporter-Expressing Recombinant SARS-CoV-2
Published on: November 5, 2021
Updated SARS-CoV-2 single nucleotide variants and mortality association
Shuyi Fang1, Sheng Liu2,3, Jikui Shen4
1Department of BioHealth Informatics, Indiana University School of Informatics and Computing, Indiana University - Purdue University Indianapolis, Indianapolis, Indiana, USA.
SARS-CoV-2 single nucleotide variants (SNVs) evolved significantly since June 2020, with new dominant and emerging groups identified. Specific SNVs, age, and male gender are linked to increased mortality risk.
Area of Science:
- Virology
- Genomics
- Molecular Biology
Background:
- Single nucleotide variants (SNVs) in SARS-CoV-2 have evolved rapidly.
- Previous studies analyzed SNVs before June 2020, necessitating updated analysis.
Purpose of the Study:
- To analyze changes in SARS-CoV-2 SNV clustering since June 2020.
- To identify emerging SNV groups and their association with patient demographics and mortality.
- To investigate the structural and functional impact of key SNVs on viral pathogenesis.
Main Methods:
- Comparative analysis of newly collected SARS-CoV-2 genomes with previous data.
- Identification and tracking of SNV incidence ratios over time.
- Logistic regression modeling to identify mortality-associated features.
- Protein structure analysis to assess the impact of mutations.
Main Results:
- Remarkable shifts in SNV clustering observed since June 2020.
- Emergence of dominant SNV groups (e.g., S:D614G, ORF1ab:P4715L) and new groups with high incidence.
- Identification of SNVs, age (>40), and male gender as significant predictors of mortality.
- Mortality-related SNVs located on protein surfaces, potentially altering conformation, transmission, and virulence.
- Nonsynonymous SNVs found in disordered regions of Spike and ORF1ab, increasing hydrophobicity and possibly aiding immune evasion.
Conclusions:
- SARS-CoV-2 evolution is characterized by dynamic SNV clustering and the emergence of potentially more virulent strains.
- Specific SNVs, combined with host factors like age and gender, are critical determinants of COVID-19 mortality.
- Structural analysis suggests mutations impact viral pathogenesis, transmission, and immune evasion through altered protein properties.
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