Evidence map›Paper›PMID 41909664›Full record

ArticleFrontiers in immunology2026

Integrative pan-cancer analysis of dipeptidyl peptidase 4 with clinical and

Yuanan Li, Bingnan Lu, Zihui Zhao, Ming Gong, Donghao Lyu, Haoyu Zhang, Runzhi Huang, Yuntao Yao, Yifan Liu, Ping Huang and 1 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Metabolic convergence of diabetes and prostate cancer: from dysglycemia to tumor microenvironment reprogramming.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Review
  2. IntegratingFrontiers in immunology · 2026
    Review
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

11 authors.

Yuanan Li *Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Bingnan Lu *Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Zihui Zhao *Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Ming Gong *Department of Urology, Seventh People's Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Donghao LyuDepartment of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Haoyu ZhangDepartment of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Runzhi HuangDepartment of Burn Surgery, The First Affiliated Hospital of Naval Medical University, Shanghai, China.
Yuntao YaoDepartment of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yifan LiuDepartment of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Ping HuangDepartment of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Xiuwu PanDepartment of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Dipeptidyl peptidase 4 (DPP4) plays diverse physiological roles, but its pan-cancer significance and immunomodulatory functions remain poorly characterized. Methods: We performed an integrative pan-cancer analysis of DPP4, incorporating transcriptomic, genomic, and immunogenomic approaches. Differential expression, ceRNA networks, protein interactions, immune infiltration, drug sensitivity, molecular docking, and molecular dynamics were systematically evaluated. Single-cell sequencing analysis, virtual knockout analysis and TIDE analysis were conducted to validate the role of DPP4 in prostate cancer. Further clinical validation was conducted in a prostate cancer cohort (n=97) using immunohistochemistry, Kaplan-Meier survival analysis, and clinicopathological correlation studies were also conducted. DPP4 expression was assessed by qPCR in 22Rv1 and C4-2 cells treated with dasatinib or midostaurin at IC Results: DPP4 exhibited tumor-specific dysregulation across multiple cancer types. Its expression correlated significantly with patient prognosis, tumor stage, genomic alterations, immune cell composition, and therapeutic response. In prostate cancer, DPP4 was markedly downregulated ( Conclusion: Our study establishes DPP4 as a multifaceted pan-cancer biomarker with prognostic significance and immunotherapeutic implications, particularly in prostate cancer.

Indexed as

Biomarkers, TumorDipeptidyl Peptidase 4Prostatic NeoplasmsCell Line, TumorDasatinibGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMalePrognosisStaurosporineBiomarkers, TumorDasatinibDipeptidyl Peptidase 4DPP4 protein, humanmidostaurinStaurosporinebiomarkerDPP4immunotherapypan-cancerprostate cancer

Identifiers

PMID41909664
PMCPMC13017899

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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.