Evidence map›Paper›PMID 42180970›Full record

ArticleTranslational cancer research2026

Characterizing immune heterogeneity in gastric cancer by high-throughput T-cell receptor sequencing: predictive clonotypes and functional signatures.

Tianhua Liu, Zhengrong Chen, Guilian Cheng, Liming Xu, Lei Gan, Zhenyu Ye, Xudong Shen

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Article in Translational cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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7 authors.

Tianhua Liu *Department of General Surgery, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Zhengrong Chen *Department of General Surgery, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Guilian ChengDepartment of Gastroenterology, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Liming XuDepartment of Gastroenterology, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Lei GanAbdominal Tumor Center, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Zhenyu YeDepartment of General Surgery, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Xudong ShenAbdominal Tumor Center, The Second Affiliated Hospital of Soochow University, Suzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Gastric cancer (GC) exhibits significant immunological heterogeneity, posing a major challenge for achieving durable responses to immunotherapy. Robust immune biomarkers for predicting treatment efficacy need to be identified. T-cell receptor (TCR) repertoire profiling has emerged as a promising approach for characterizing anti-tumor immune dynamics and therapeutic responsiveness. The aim of this study was to characterize immune heterogeneity in gastric cancer by high-throughput TCR sequencing and identify predictive clonotypes and functional signatures. Methods: High-throughput single-cell T-cell receptor beta (TCRβ) sequencing was performed on 89 longitudinal peripheral blood samples collected from 23 GC patients undergoing immunotherapy. TCR repertoire features, including diversity indices, clonal architecture, V-J gene usage, and complementarity-determining region 3 (CDR3) sequence characteristics, were systematically analyzed. The patients were stratified based on dynamic changes in TCR diversity during treatment. Results: Based on TCR diversity dynamics, the patients were classified into three TCR diversity dynamic patterns: sustained high-diversity, diversity-declining pattern, and fluctuating-diversity pattern. An early decline in clonal richness, as measured by the Chao1 index, was associated with subsequent treatment resistance. The responders showed pronounced oligoclonal T-cell expansion, while the non-responders showed polyclonal dispersion. A conserved V-J gene pairing ( Conclusions: Distinct TCR repertoire characteristics are closely associated with immunotherapy outcomes in GC. Early changes in TCR diversity and the presence of public clonotype-like features may represent candidate biomarkers of therapeutic efficacy that warrant validation in larger cohorts. These findings provide an exploratory basis for future development of TCR-based response monitoring strategies and for further investigation of personalized immunotherapeutic approaches.

Indexed as

Gastric cancer (GC)immunotherapy targetsT-cell receptor repertoire (TCR repertoire)TCR disease-associated signatures

Identifiers

PMID42180970
PMCPMC13190950

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