Evidence map›Paper›PMID 41593295›Full record

ArticleNPJ precision oncology2026

T-cell receptor clonotypic diversity and specialization in digestive system cancers.

Lei Li, Jia Li, Fang Wang, Runze Jiang, Hong Wang, Xiangze Li, Ya'nan Zhen

Abstract read
In one paragraph

Article in NPJ precision oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lei Li *Department of Hepatobiliary Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy, Ji'nan, PR China.
Jia Li *Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Ji'nan, PR China.
Fang Wang *Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Shandong First Medical University, Ji'nan, PR China.
Runze JiangInnovation Research Institute of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Ji'nan, PR China.
Hong WangDepartment of Gastrointestinal Surgery, Shandong Provincial Third Hospital, Shandong University, Ji'nan, PR China.
Xiangze LiDepartment of Gastrointestinal Surgery, Shandong Provincial Third Hospital, Shandong University, Ji'nan, PR China.
Ya'nan ZhenDepartment of Gastrointestinal Surgery, Shandong Provincial Third Hospital, Shandong University, Ji'nan, PR China. drzhenyanan@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

T-cell receptor (TCR) repertoires are central to antitumor immunity, yet their dynamics in digestive system cancers remain poorly defined. We profiled TCR repertoires from 415 tumors in 145 patients with colorectal cancer (CRC, n = 96), gastric cancer (GC, n = 47), and hepatocellular carcinoma (LIHC, n = 2), integrating clinical and pathological features. Distinct repertoire architectures emerged: CRC was characterized by abundant TRB V-J combinations (e.g., TRBV10-2*00-TRBJ2-4*00), whereas GC showed higher abundance of TRG/TRD pairings (e.g., TRGV5P*00-TRGJP1*00, TRDV3*00-TRDJ1*00), reflecting tumor-specific immune surveillance. Conserved motifs ("CATWD," "YKKLF") across cancers indicate shared selective pressures, while antigen mapping revealed both common (KRAS, SF3B1, and BST2) and tumor-specific targets (MAGEA10, WT1 in CRC; PABPC1 in GC). In CRC, repertoire dynamics were tightly coupled to disease stage. Metastatic tumors (MT) displayed larger size, vascular invasion, and elevated serum markers, whereas primary tumors (PT) exhibited stronger immune infiltration with lymphocyte- and myeloid-driven responses. Tumor size was significantly and positively correlated with the number of TRD/TRG clonotypes shared between PT and MT. Shared clones were further classified into three categories, including stable, contracted, and expanded. Among these, expanded MT clones were dominated by the "NYGYTF" motif within the TRB chain (e.g., TRBV7-9*00-TRBJ1-2*00). The most abundant "NYGYTF"-containing clones recognized MLANA, a tumor-associated antigen linked to prognosis and therapeutic responsiveness, underscoring its potential role in CRC progression. Collectively, these findings delineate cancer- and stage-specific TCR repertoire alterations and antigen specificities, highlighting novel biomarkers and therapeutic targets to inform TCR-based diagnostics and personalized immunotherapies in CRC and GC.

Identifiers

PMID41593295
PMCPMC12954102

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.