Comprehensive bioinformatics analysis identifies KYNU as a novel Helicobacter pylori -associated biomarker with prognostic and therapeutic potential in gastric cancer

Helicobacter pylori (H. pylori) infection is a major risk factor for gastric cancer (GC), yet the key genes mediating this carcinogenesis remain unclear. This study aimed to identify H. pylori-related genes in GC and elucidate their molecular functions. Transcriptomic data from TCGA and GEO databases were analyzed using weighted gene co-expression network analysis (WGCNA), LASSO regression, and multivariate Cox analysis to construct a prognostic model. The immune landscape was also assessed. Validation involved RT-qPCR and immunohistochemistry (IHC). An in vitro H. pylori co-culture system was used to assess time-dependent changes in gene and protein expression via RT-qPCR, IHC, and Western blotting. A four-gene risk model (PDCD1, KYNU, CYTL1, and FZD2) was identified, demonstrating strong predictive capacity for overall survival as an independent prognostic factor. High-risk patients exhibited reduced immune cell infiltration. CellMiner analysis identified potential therapeutic agents targeting these genes. Among them, KYNU showed significant upregulation in GC tissues. Notably, in the co-culture system, KYNU expression markedly increased at both mRNA and protein levels following H. pylori infection in a time-dependent manner. The H. pylori-associated risk model represents a novel independent prognostic indicator for GC. Particularly, KYNU emerged as a pivotal gene in H. pylori-mediated GC, offering insights into disease progression and serving as a promising therapeutic target.

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Publication Details

Journal
Scientific Reports
Published
2026-06-27
DOI
https://doi.org/10.1038/s41598-026-59676-4
Primary Topic
Helicobacter pylori-related gastroenterology studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Comprehensive bioinformatics analysis identifies KYNU as a novel Helicobacter pylori -associated biomarker with prognostic and therapeutic potential in gastric cancer

Yu Zhang, M Q Zhang, Ruofan Cao, Dandan Ma et al.
Scientific Reports
Helicobacter pylori-related gastroenterology studies
article

Comprehensive bioinformatics analysis identifies KYNU as a novel Helicobacter pylori -associated biomarker with prognostic and therapeutic potential in gastric cancer

Yu Zhang, M Q Zhang, Ruofan Cao, Dandan Ma, Qiantong Yu, Hongwei Xu
article en

Abstract

Helicobacter pylori (H. pylori) infection is a major risk factor for gastric cancer (GC), yet the key genes mediating this carcinogenesis remain unclear. This study aimed to identify H. pylori-related genes in GC and elucidate their molecular functions. Transcriptomic data from TCGA and GEO databases were analyzed using weighted gene co-expression network analysis (WGCNA), LASSO regression, and multivariate Cox analysis to construct a prognostic model. The immune landscape was also assessed. Validation involved RT-qPCR and immunohistochemistry (IHC). An in vitro H. pylori co-culture system was used to assess time-dependent changes in gene and protein expression via RT-qPCR, IHC, and Western blotting. A four-gene risk model (PDCD1, KYNU, CYTL1, and FZD2) was identified, demonstrating strong predictive capacity for overall survival as an independent prognostic factor. High-risk patients exhibited reduced immune cell infiltration. CellMiner analysis identified potential therapeutic agents targeting these genes. Among them, KYNU showed significant upregulation in GC tissues. Notably, in the co-culture system, KYNU expression markedly increased at both mRNA and protein levels following H. pylori infection in a time-dependent manner. The H. pylori-associated risk model represents a novel independent prognostic indicator for GC. Particularly, KYNU emerged as a pivotal gene in H. pylori-mediated GC, offering insights into disease progression and serving as a promising therapeutic target.

Scientific Reports
Wuhan University (CN), Shandong Provincial Hospital (CN), Zhongnan Hospital of Wuhan University (CN), Shandong First Medical University (CN), Hubei University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Good health and well-being
Openalex Percentile: Top 5%
Helicobacter pylori-related gastroenterology studies
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