The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma

Author:

Wu Zijian1234ORCID,Xu Jin1234ORCID,Tang Rong1234ORCID,Wang Wei1234ORCID,Zhang Bo1234ORCID,Yu Xianjun1234ORCID,Liu Jiang1234ORCID,Shi Si1234ORCID

Affiliation:

1. Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China

2. Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

3. Shanghai Pancreatic Cancer Institute, Shanghai, China

4. Pancreatic Cancer Institute, Fudan University, Shanghai, China

Abstract

Objective. Pancreatic ductal adenocarcinoma (PDAC) is a lethal solid gastrointestinal malignancy with poor immune infiltration and a limited response to immunotherapy. The aim of our study was to explore the predictive value of platelet-derived growth factors (PDGFs) and their receptors (PDGFRs), which are widely expressed in various tumor cells. Methods. Transcriptomic data with follow-up information were obtained from the GEO, TCGA and ArrayExpress. The Kaplan–Meier (KM) method and univariate Cox (UniCox) proportional hazard regression were used to show the survival outcomes of the groups. Immune infiltration was analyzed using the online databases TISCH, TISIDB, TIMER2.0, and TIDE as well as the R packages “estimate” and “GSVA.” Mutation and functional enrichment analyses were conducted using the R packages “maftools,” “clusterProfiler,” and online repository HOME for Researchers. Finally, the results were validated in 79 samples from our cancer center. Results. Survival analysis using public databases and the FUSCC cohort indicated PDGFRA to be associated with prolonged overall survival (OS) (both p < 0.05 ). PDGFRA expression was highest in cancer-associated fibroblasts (CAFs) of PDAC, as validated in public databases and cell lines from our cancer center. The high expression of PDGFRA was associated with increased immune infiltration and potent T cell cytotoxicity in PDAC. Conclusion. In summary, high PDGFRA expression is associated with increased immune infiltration and prolonged OS. This finding might provide a new strategy for regulating immune cell infiltration in PDAC and improving the efficacy of immunotherapy.

Funder

Xuhui District Artificial Intelligence Medical Hospital Cooperation Project

Publisher

Hindawi Limited

Subject

Oncology

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