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Original Article | Open Access

Proteomic profiling and scRNA sequencing identify signatures associated with Helicobacter pylori infection and risk of developing gastric cancer

Yu Jin1,*Xue Li2,*Bingyao Cai3Lanxin Yang1Wenjing Zhao1Hengmin Xu1Yang Zhang4Zongchao Liu1Kaifeng Pan1Wenqing Li1 ( )
State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Peking University Cancer Hospital & Institute, Beijing 100142, China
Department of Cancer Prevention, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou 310022, China
School of Public Health, Peking University, Beijing 100191, China
Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing 100142, China

*These authors contributed equally to this work.

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Abstract

Objective

The key molecular events signifying the Helicobacter pylori-induced gastric carcinogenesis process are largely unknown.

Methods

Bulk tissue-proteomics profiling were leveraged across multi-stage gastric lesions from Linqu (n = 166) and Beijing sets (n = 99) and single-cell transcriptomic profiling (n = 18) to decipher key molecular signatures of H. pylori-related gastric lesion progression and gastric cancer (GC) development. The association of key proteins association with gastric lesion progression and GC development were prospectively studied building on follow-up of the Linqu set and UK Biobank (n = 48,529).

Results

Concordant proteomics signatures associated with H. pylori infection and gastric carcinogenesis (ρ = 0.784, correlation P = 1.80 × 10−36) were identified. RNA expression of genes encoding 13 up- and 15 down-regulated key proteins displayed trending alterations in the transition from normal gastric epithelium to intestinal metaplasia, then to malignant cells. A 15-tissue protein panel integrating these signatures demonstrated potential for targeting individuals at high risk for progressing to gastric neoplasia (OR = 7.22, 95% CI: 1.31–39.72 for the high-score group). A 4-circulating protein panel may be used as non-invasive markers predicting the risk of GC development (hazard ratio = 3.73, 95% confidence interval: 1.63–8.54, high-risk vs. low-risk populations, area under the curve = 0.75).

Conclusions

Concordant proteomics signatures associated with H. pylori infection and gastric carcinogenesis were unveiled with potential as biomarkers for targeted prevention strategies.

Electronic Supplementary Material

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Cancer Biology & Medicine
Pages 946-963

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Cite this article:
Jin Y, Li X, Cai B, et al. Proteomic profiling and scRNA sequencing identify signatures associated with Helicobacter pylori infection and risk of developing gastric cancer. Cancer Biology & Medicine, 2025, 22(8): 946-963. https://doi.org/10.20892/j.issn.2095-3941.2025.0077

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Received: 14 February 2025
Accepted: 26 May 2025
Published: 04 September 2025
©2025 The Authors.

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