# Integrative pan-cancer analysis of dipeptidyl peptidase 4 with clinical and in vitro validation in prostate cancer

**Authors:** Yuanan Li, Bingnan Lu, Zihui Zhao, Ming Gong, Donghao Lyu, Haoyu Zhang, Runzhi Huang, Yuntao Yao, Yifan Liu, Ping Huang, Xiuwu Pan

PMC · DOI: 10.3389/fimmu.2026.1616889 · Frontiers in Immunology · 2026-03-12

## TL;DR

This study explores the role of DPP4 in various cancers, showing it is linked to prognosis and immune response, especially in prostate cancer.

## Contribution

The study introduces a comprehensive pan-cancer analysis of DPP4, revealing its clinical and immunomodulatory significance in prostate cancer.

## Key findings

- DPP4 expression correlates with better survival and lower tumor grade in prostate cancer patients.
- DPP4 is dysregulated in multiple cancers and linked to immune cell composition and treatment response.
- Dasatinib increases DPP4 expression in prostate cancer cells, while midostaurin decreases it.

## Abstract

Dipeptidyl peptidase 4 (DPP4) plays diverse physiological roles, but its pan-cancer significance and immunomodulatory functions remain poorly characterized.

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 IC50 concentrations.

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 (p < 0.001) and higher expression predicted better overall survival (p < 0.001) and progression-free survival (p < 0.001). Significant associations were observed with Gleason score (p = 0.03) and WHO/ISUP grade (p = 0.03). After dasatinib treatment, DPP4 expression in C4–2 was significantly elevated (p < 0.001). On the contrary, DPP4 expression in both 22Rv1 and C4–2 was reduced after treatment with midostarin (p < 0.05).

Our study establishes DPP4 as a multifaceted pan-cancer biomarker with prognostic significance and immunotherapeutic implications, particularly in prostate cancer.

## Linked entities

- **Genes:** DPP4 (dipeptidyl peptidase 4) [NCBI Gene 1803]
- **Chemicals:** dasatinib (PubChem CID 3062316), midostaurin (PubChem CID 9829523)
- **Diseases:** prostate cancer (MONDO:0005159)

## Full-text entities

- **Genes:** DPP4 (dipeptidyl peptidase 4) [NCBI Gene 1803] {aka ADABP, ADCP2, CD26, DPPIV, TP103}, CDK5RAP1 (CDK5RAP1 mitochondrial tRNA methylthiotransferase) [NCBI Gene 51654] {aka C20orf34, C42, CGI-05, HSPC167}
- **Diseases:** cancer (MESH:D009369), prostate cancer (MESH:D011471)
- **Chemicals:** dasatinib (MESH:D000069439), midostaurin (MESH:C059539), midostarin (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13017899/full.md

## References

101 references — full list in the complete paper: https://tomesphere.com/paper/PMC13017899/full.md

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Source: https://tomesphere.com/paper/PMC13017899