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Proteome-Wide Analysis of Antibody Responses in Asymptomatic Omicron BA.2-Infected Individuals at the Amino Acid Resolution.

Publication ,  Journal Article
Wang, H; Gao, H; Li, M; Cheng, L; Zhang, X; Zhang, X; Zhan, H; Liu, Y; Wang, Y; Ren, J; Hu, D; He, F; Dai, E; Li, Y; Yu, X
Published in: J Proteome Res
January 3, 2025

Humoral immunity plays a critical role in clearing SARS-CoV-2 during viral invasion. However, the proteome-wide characteristics of antibody responses in individuals infected with Omicron variant, both asymptomatic and symptomatic, remain poorly understood. We profiled the serum antibodies from 108 individuals, including healthy controls and those infected with Omicron BA.2, using a SARS-CoV-2 proteome microarray at the amino acid resolution. We constructed a landscape of B-cell epitopes across the SARS-CoV-2 proteome in symptomatic and asymptomatic individuals. Immunodominant epitopes were mainly derived from S, N, Nsp3, M, and ORF3a proteins, with some epitopes overlapping with T-cell epitopes. Using machine learning, we identified a proteomic signature capable of distinguishing asymptomatic individuals from healthy controls in both training and validation cohorts, achieving AUCs of 0.988 and 0.857, respectively. These findings provide crucial immunological insights into BA.2 infections of the Omicron and have implications for future COVID-19 diagnostics and therapeutics.

Duke Scholars

Published In

J Proteome Res

DOI

EISSN

1535-3907

Publication Date

January 3, 2025

Volume

24

Issue

1

Start / End Page

189 / 201

Location

United States

Related Subject Headings

  • SARS-CoV-2
  • Proteomics
  • Proteome
  • Machine Learning
  • Immunodominant Epitopes
  • Immunity, Humoral
  • Humans
  • Epitopes, T-Lymphocyte
  • Epitopes, B-Lymphocyte
  • COVID-19
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Wang, H., Gao, H., Li, M., Cheng, L., Zhang, X., Zhan, H., … Yu, X. (2025). Proteome-Wide Analysis of Antibody Responses in Asymptomatic Omicron BA.2-Infected Individuals at the Amino Acid Resolution. J Proteome Res, 24(1), 189–201. https://doi.org/10.1021/acs.jproteome.4c00546
Wang, Hongye, Huixia Gao, Mansheng Li, Linlin Cheng, Xin Zhang, Xiaomei Zhang, Haoting Zhan, et al. “Proteome-Wide Analysis of Antibody Responses in Asymptomatic Omicron BA.2-Infected Individuals at the Amino Acid Resolution.J Proteome Res 24, no. 1 (January 3, 2025): 189–201. https://doi.org/10.1021/acs.jproteome.4c00546.
Wang H, Gao H, Li M, Cheng L, Zhang X, Zhan H, et al. Proteome-Wide Analysis of Antibody Responses in Asymptomatic Omicron BA.2-Infected Individuals at the Amino Acid Resolution. J Proteome Res. 2025 Jan 3;24(1):189–201.
Wang, Hongye, et al. “Proteome-Wide Analysis of Antibody Responses in Asymptomatic Omicron BA.2-Infected Individuals at the Amino Acid Resolution.J Proteome Res, vol. 24, no. 1, Jan. 2025, pp. 189–201. Pubmed, doi:10.1021/acs.jproteome.4c00546.
Wang H, Gao H, Li M, Cheng L, Zhang X, Zhan H, Liu Y, Wang Y, Ren J, Hu D, He F, Dai E, Li Y, Yu X. Proteome-Wide Analysis of Antibody Responses in Asymptomatic Omicron BA.2-Infected Individuals at the Amino Acid Resolution. J Proteome Res. 2025 Jan 3;24(1):189–201.
Journal cover image

Published In

J Proteome Res

DOI

EISSN

1535-3907

Publication Date

January 3, 2025

Volume

24

Issue

1

Start / End Page

189 / 201

Location

United States

Related Subject Headings

  • SARS-CoV-2
  • Proteomics
  • Proteome
  • Machine Learning
  • Immunodominant Epitopes
  • Immunity, Humoral
  • Humans
  • Epitopes, T-Lymphocyte
  • Epitopes, B-Lymphocyte
  • COVID-19