5-hydroxymethylcytosine signature in plasma extracellular vesicle DNA as a diagnostic molecular biomarker for precancerous lesions of gastric cancer
<b>Aim:</b> Precancerous lesions of gastric cancer (PLGC) represent a critical window for prevention. Developing non-invasive tools that can reliably detect these lesions is therefore a prerequisite for lowering gastric-cancer incidence. Recent work has highlighted the diagnostic promise of plasma extracellular vesicle DNAs (evDNAs) and the 5-hydroxymethylcytosine (5hmC)-Seal epigenomic platform. Here we profiled genome-wide 5hmC patterns in circulating evDNA to discover biomarkers and build a classification model. <b>Methods:</b> We performed whole-genome 5hmC-Seal on plasma evDNAs from 67 PLGC patients and 67 healthy individuals. By identifying trend-expressed differentially hydroxymethylated regions (DhMRs), we used machine learning algorithms to screen for diagnostic biomarkers of PLGC and established a corresponding diagnostic model. <b>Results:</b> We ultimately constructed a diagnostic model comprising nine DhMRs. In the test set, the area under the curve (AUC) value was 0.963, with an accuracy of 0.886, sensitivity of 95.45%, and specificity of 81.82%. These results indicate that DhMRs in evDNA can serve as diagnostic biomarkers for PLGC, with good diagnostic capability and reliability. Correlation analysis showed a strong association between the DhMRs in the diagnostic model and clinical pathological indicators of PLGC. <b>Conclusion:</b> We developed a non-invasive diagnostic model for PLGC by profiling 5hmC in plasma evDNA. In both accuracy and inter-batch robustness, it surpasses all previously reported assays. Our findings establish plasma-evDNA 5hmC profiling as a reliable, minimally invasive strategy for the early detection and precise diagnosis of gastric precancerous lesions, and provide a new translational and clinical framework for future work.
Authors
- Jian Lin (ORCID: https://orcid.org/0000-0002-1519-9679)
- Xiaxuan Li
- Xinyu Hao (ORCID: https://orcid.org/0000-0002-0634-3333)
- Maimaitiyasen Duolikun
- Hangyu Chen (ORCID: https://orcid.org/0000-0002-9141-2056)
- Xiang‐Long Chen (ORCID: https://orcid.org/0009-0005-0754-5809)
- Ningning Ren (ORCID: https://orcid.org/0000-0001-5211-8084)
- Han Gao (ORCID: https://orcid.org/0000-0003-3441-2794)
- Long Chen (ORCID: https://orcid.org/0000-0002-7802-5094)
- Chao Li (ORCID: https://orcid.org/0000-0002-4725-8661)
- Lei Zhang (ORCID: https://orcid.org/0000-0003-1215-6486)
- Xuehui Li (ORCID: https://orcid.org/0000-0002-9644-2422)
- Yangang Wang (ORCID: https://orcid.org/0000-0001-6597-420X)
- Haoyu Chen (ORCID: https://orcid.org/0000-0003-0676-4610)
- Pingping Zhou (ORCID: https://orcid.org/0000-0002-5740-3113)
- Tianyu Gao (ORCID: https://orcid.org/0009-0001-5396-3180)
Institutions
- Beijing University of Chinese Medicine (CN)
- Peking University (CN)
- Hainan University (CN)
- Hospital of Hebei Province (CN)
- Peking University Cancer Hospital (CN)
- Beijing National Laboratory for Molecular Sciences (CN)
- Hebei University of Chinese Medicine (CN)
- Peking University Third Hospital (CN)
- Sanya University (CN)
- Hainan Medical University (CN)
Publication Details
- Journal
- Extracellular Vesicles and Circulating Nucleic Acids
- Published
- 2025-11-19
- DOI
- https://doi.org/10.20517/evcna.2025.76
- Primary Topic
- Extracellular vesicles in disease
- Type
- article
- Field-Weighted Citation Impact
- 0.00