Related Experiment Video
Updated: Nov 19, 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
One Year of SARS-CoV-2: How Much Has the Virus Changed?
Santiago Vilar1, Daniel G Isom1,2,3
1Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
SARS-CoV-2 proteins mutate at varying rates, with most showing low variability. Analysis of nearly 300,000 sequences revealed distinct mutation periods and geographical differences, offering insights into viral evolution.
Area of Science:
- Virology
- Genomics
- Molecular Biology
Background:
- The COVID-19 pandemic, caused by SARS-CoV-2, has led to a global health and economic crisis.
- Extensive sharing of viral genome sequences via GISAID aids in tracking viral evolution.
Purpose of the Study:
- To analyze the mutation rates across the entire SARS-CoV-2 proteome using publicly available sequence data.
- To identify temporal and geographical patterns in viral mutations and assess site-specific mutational tolerance.
Main Methods:
- Analysis of approximately 290,000 full SARS-CoV-2 proteome sequences from GISAID.
- Temporal and geographical analyses of mutation rates.
- Structure-based molecular analysis of protein structures.
Main Results:
- Most SARS-CoV-2 proteins exhibit low mutational variability, but mutation rates differ significantly across the proteome.
- Identified known mutations (e.g., D614G in Spike) and novel mutations (e.g., A222V in Spike).
- Observed two distinct periods of proteome mutation rates (Dec 2019-Jul 2020 and Aug-Dec 2020), with geographical variations noted, particularly in Europe during late 2020.
Conclusions:
- SARS-CoV-2 proteome mutation rates are not uniform and vary over time and by geography.
- Structure-based analysis provides insights into the mutational tolerance of specific viral protein sites.
- Understanding these mutation dynamics is crucial for ongoing efforts to control the pandemic.
Related Concept Videos
Viral Mutations
Single Nucleotide Polymorphisms-SNPs
Gene Evolution - Fast or Slow?
In contrast, regions which code...
Viral Recombination
Genetic Variation
Genes exist in different versions called alleles,...
Comparing Copy Number Variations and SNPs
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...

