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Updated: Nov 10, 2025

Probing RNA Structure with Dimethyl Sulfate Mutational Profiling with Sequencing In Vitro and in Cells
Published on: December 9, 2022
In silico characterization of mutations circulating in SARS-CoV-2 structural proteins
Neha Periwal1, Shravan B Rathod2, Ranjan Pal3
1Department of Biochemistry, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi, India.
Researchers identified sixty-one mutations in SARS-CoV-2 genomes using the Meta-CATS algorithm. Computational analysis revealed mutations in key proteins, impacting viral functionality and stability, offering insights into the pandemic virus.
Area of Science:
- Virology
- Computational Biology
- Genomics
Background:
- The SARS-CoV-2 pandemic has caused millions of deaths globally.
- Viral genome sequencing provides crucial insights into viral dynamics and evolution.
- Understanding mutations is key to developing effective countermeasures.
Purpose of the Study:
- To identify and characterize mutations in SARS-CoV-2 genomes.
- To investigate the functional and structural impact of identified mutations on viral proteins.
- To utilize computational approaches for predicting mutation effects.
Main Methods:
- Utilized the Meta-CATS algorithm for comparative analysis of 829 SARS-CoV-2 genomes.
- Employed computational tools including Normal Mode Analysis (NMA), C-α Discrete Molecular Dynamics (DMD), and all-atom Molecular Dynamics (MD) simulations.
- Used PredictSNP predictor to assess the nature (neutral or deleterious) of mutations.
Main Results:
- Identified sixty-one mutations across SARS-CoV-2 genomes, with a concentration in nsp3, RdRp, and Nucleocapsid (N) genes.
- Four mutations (L37H in E, R203K and P344S in N, D614G in S) were predicted as neutral, while three (P13L, S197L, G204R in N) were predicted as deleterious.
- Molecular dynamics simulations indicated that some mutations (P13L, S197L, R203K in N) have stabilizing effects, while others destabilize the mutant proteins.
Conclusions:
- Significant SARS-CoV-2 mutations were identified and computationally characterized.
- Specific mutations can impact the stability and functionality of crucial viral structural proteins (E, N, S).
- This study provides a foundation for understanding mutation-driven viral evolution and pathogenicity.
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