# Integrating bioinformatics to explore HPV-31 and HPV-52 E6/E7 proteins: from structural analysis to antigenic epitope prediction

**Authors:** Qixue Cai, Yifan Feng, Wenbo Dong, Yanling Meng

PMC · DOI: 10.3389/fimmu.2025.1561572 · Frontiers in Immunology · 2025-07-25

## TL;DR

This study uses bioinformatics to analyze the E6 and E7 proteins of HPV-31 and HPV-52, identifying key epitopes that could help in developing vaccines against cervical cancer.

## Contribution

The study provides a detailed, subtype-specific analysis of immunogenic epitopes in HPV-31 and HPV-52 E6/E7 proteins.

## Key findings

- HPV-31 and HPV-52 E6/E7 proteins have distinct B-cell and T-cell epitopes identified through bioinformatics analysis.
- The instability indices of the E6 and E7 proteins suggest structural instability, which may influence their function and antigenicity.
- The findings offer a foundation for experimental validation and vaccine development targeting HPV-31 and HPV-52.

## Abstract

Cervical cancer is the most common malignant neoplasm of the female reproductive tract. Infection with human papillomavirus (HPV) has been strongly associated with cervical cancer. Previous bioinformatics studies have examined the E6 and E7 proteins of high-risk HPV types; however, subtype-specific analyses for HPV-31 and HPV-52 remain limited. Understanding the structure and properties of the E6 and E7 proteins of HPV-31 and HPV-52 is crucial to elucidating their functions and advancing vaccine development.

A bioinformatics approach was employed to predict the physicochemical properties, hydrophilicity, protein structure, glycosylation sites, phosphorylation sites, terminal positions, signal peptide cleavage sites, transmembrane regions, homology, and dominant epitopes of the E6 and E7 proteins of HPV-31 and HPV-52.

For HPV-31 E6, an instability index (II) of 43.93 indicated that the protein is unstable; potential B-cell epitopes were identified at residues 55–61 (RDDTPYG), 112–116 (PEEKQ), and 125–131 (FHNIGGR), while T-cell epitopes were predicted at residues 45–53 (FAFTDLTIV) and 72–80 (KVSEFRWYR). HPV-52 E6 exhibited an instability index (II) of 55.57, with B-cell epitopes at residues 110–119 (LCPEEKERHV) and 129–141 (MGRWTGRCSECWR), and T-cell epitopes at residues 45–53 (FLFTDLRIV) and 82–87 (SLYGKT). HPV-31 E7, with an instability index (II) of 51.05, exhibited B-cell epitopes at residues 8–17 (QDYYLDLQP), 16–20 (QPEAT), 29–41 (PDSSDEEDVIDEP), and 42–48 (AGQAKPDT), and T-cell epitopes at residues 7–15 (TLQDYVLDL) and 82–90 (LLMGSFGIV). HPV-52 E7, with an instability index (II) of 49.15, exhibited B-cell epitopes at residues 11–19 (YILDLQPET), 23–27 (HCYEQ), 29–38 (GDSSDEEDTD), and 36–48 (DTDGVDRPDGQAE), and T-cell epitopes at residues 53–59 (NYYIVTY) and 84–90 (MLLGTLQ).

In summary, the E6 and E7 proteins of HPV-31 and HPV-52 contain dominant epitopes for both T cells and B cells. These findings delineate subtype-specific immunogenic regions and establish a foundation for experimental validation and vaccine design.

## Linked entities

- **Proteins:** e6 (E6 protein), E7 (E7)
- **Diseases:** cervical cancer (MONDO:0002974)

## Full-text entities

- **Diseases:** Cervical cancer (MESH:D002583), malignant neoplasm (MESH:D009369)
- **Species:** Human papillomavirus (species) [taxon 10566]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12333388/full.md

## References

58 references — full list in the complete paper: https://tomesphere.com/paper/PMC12333388/full.md

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Source: https://tomesphere.com/paper/PMC12333388