ORIGINAL RESEARCH article
Front. Endocrinol.
Sec. Clinical Diabetes
Discovery and Serological Validation of DAMP-Derived B-Cell Epitopes as Diagnostic Biomarkers for Diabetic Nephropathy
Provisionally accepted- 1Shenzhen People's Hospital, Shenzhen, China
- 2Shenzhen People's Hospital, Jinan University, Shenzhen, China
- 3Shenzhen Guangming District People's Hospital, Shenzhen, China
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Background: Diabetic nephropathy (DN), a severe complication of diabetes and a leading cause of end-stage renal disease, is strongly associated with chronic inflammation triggered by damage-associated molecular patterns (DAMPs) such as HMGB1, S100A8, and S100A9. This study aimed to identify and validate conserved B-cell epitopes from these DAMPs to develop peptide-based serological markers for DN diagnosis. Methods: Canonical sequences of HMGB1 (NP_002119.2), S100A8 (NP_002955.1), and S100A9 (NP_002956.2) were retrieved from NCBI RefSeq. Evolutionary conservation was assessed using MAFFT v7.520 and ConSurf. Linear epitopes were predicted with BepiPred 2.0 (threshold = 0.5) and ABCpred (threshold = 0.51), while conformational epitopes were mapped using ElliPro (score ≥ 0.5, distance ≤ 6Å) on crystallographic structures (PDB: 2YRQ, 1XK4). Candidate epitopes were evaluated for antigenicity (VaxiJen v2.0, threshold = 0.5), surface accessibility (DSSP > 20%), and cross-reactivity (BLASTp against UniProtKB/Swiss-Prot 2024_03). Top peptides were synthesized via Fmoc-SPPS (≥95% purity confirmed by HPLC/MS) and validated using indirect ELISA on sera from DN patients (n = 30) and healthy controls (n = 30). Diagnostic performance was assessed via receiver operating characteristic (ROC) analysis. Results: Three highly immunogenic and evolutionarily conserved linear B-cell epitopes were identified: HMGB1 (GSSGMGKGDPKKPRGK, VaxiJen: 1.60), S100A8 (NSIIDVYHKYSLIKGN, 1.20), and S100A9 (SVKLGHPDTLNQGEFK, 0.70). These epitopes overlapped with predicted conformational regions and were confirmed to be surface-exposed through structural modeling. ELISA analysis revealed significantly elevated IgG responses in DN patient sera versus controls (p < 0.01), with the HMGB1-derived peptide showing the most robust and specific immunoreactivity, highlighting its strong diagnostic potential. Conclusion: This study successfully identified and validated three novel DAMP-derived B-cell epitopes with significant diagnostic potential for diabetic nephropathy. The peptides exhibited high immunogenicity, strong specificity, and consistent performance in ELISA-based serological assays. These findings pave the way for the development of non-invasive, peptide-based diagnostic tools for early DN detection. Future efforts will focus on multi-center validation and integration into multiplex serological panels.
Keywords: HMGB1, S100A8, S100A9, B-Cell epitopes, diabetic nephropathy, Peptide-based ELISA, Serological biomarkers, peptide-based diagnostics
Received: 24 Jun 2025; Accepted: 27 Oct 2025.
Copyright: © 2025 Yu, Dong, Zhong, Zeng and Fang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Fuhua Zhong, fuhua_zhong@163.com
Jun Zeng, cengjun2002@163.com
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
