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Updated: Aug 17, 2025

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
SARS-CoV-2 intra-host single-nucleotide variants associated with disease severity
Yi Zhang1, Ning Jiang1,2, Weiqiang Qi3
1Department of Infectious Diseases, National Clinical Research Center for Aging and Medicine, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, Huashan Hospital, Fudan University, Shanghai 200040, China.
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) intra-host viral diversity (iSNVs) patterns correlate with disease severity. Viral evolution and immune selection drive these iSNVs, impacting pathogenesis.
Area of Science:
- Virology
- Genetics
- Immunology
Background:
- Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) exhibits frequent intra-host evolution within infected individuals.
- Understanding the interplay between viral diversity and disease severity is crucial for managing infections.
Purpose of the Study:
- To investigate the level and pattern of intra-host viral diversity in SARS-CoV-2.
- To analyze the drivers of nucleotide changes, including mutational signatures and immune selection.
- To associate viral diversity with disease severity and host immune factors.
Main Methods:
- Deep sequencing was employed to enumerate intra-host single-nucleotide variants (iSNVs).
- Human leukocyte antigen (HLA) genotyping was performed using Sanger sequencing.
- Medical records were collected and reviewed to assess disease severity.
Main Results:
- A total of 836 iSNVs were identified, exhibiting highly individualized patterns.
- iSNV accumulation correlated with infection duration, peaking early and declining later.
- Specific mutational biases (C>U/G>A and U>C/A>G) were observed, increasing with disease severity.
- Eight iSNVs in the receptor-binding domain showed potential for immune escape.
- Eighteen iSNVs were significantly associated with specific HLA alleles.
Conclusions:
- The level and pattern of iSNVs reflect in vivo viral-host interactions.
- Intra-host viral diversity is linked to SARS-CoV-2 pathogenesis and disease severity.
- Immune selection and mutational processes shape viral evolution during infection.
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