Prognostic and immune microenvironment of a cancer-associated fibroblast-related genes signature for biochemical recurrence in prostate cancer

Prostate cancer (PCa) ranks among the most prevalent malignancies worldwide. Within the tumor microenvironment (TME), cancer-associated fibroblasts (CAFs) play a crucial role in influencing tumor evolution and progression. To elucidate their prognostic significance, we extracted and integrated PCa data from The Cancer Genome Atlas and the GSE70768, GSE70769, and GSE116918 datasets. Differentially expressed CAF-related genes between normal and tumor tissues were identified, and their associations with CAF subtypes and clinicopathological characteristics were explored through Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses. Based on these features, we constructed a CAF-related prognostic model using multivariate Cox and least absolute shrinkage and selection operator regression analyses. A 9-gene signature (LMCD1, CXCL2, UNC5B, THBS2, JAM3, PIGR, SCUBE2, SRD5A2, and PCGEM1) was identified to generate a CAFs score for predicting biochemical recurrence risk. Further analyses of the TME, genetic mutations, and drug sensitivity revealed that this signature was closely associated with tumor immunity and treatment response. Collectively, this model highlights the pivotal role of CAFs in shaping the TME and provides novel insights for prognostic prediction and therapeutic strategies in PCa.

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Publication Details

Journal
Medicine
Published
2025-10-31
DOI
https://doi.org/10.1097/md.0000000000045451
Primary Topic
Ferroptosis and cancer prognosis
Type
article
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article

Prognostic and immune microenvironment of a cancer-associated fibroblast-related genes signature for biochemical recurrence in prostate cancer

Lingxun Li, Min Min, Weiyang He, Pan Zhang et al.
Medicine
Ferroptosis and cancer prognosis
article

Prognostic and immune microenvironment of a cancer-associated fibroblast-related genes signature for biochemical recurrence in prostate cancer

Lingxun Li, Min Min, Weiyang He, Pan Zhang, Meng Zhang, Lingxin Wang
article en

Abstract

Prostate cancer (PCa) ranks among the most prevalent malignancies worldwide. Within the tumor microenvironment (TME), cancer-associated fibroblasts (CAFs) play a crucial role in influencing tumor evolution and progression. To elucidate their prognostic significance, we extracted and integrated PCa data from The Cancer Genome Atlas and the GSE70768, GSE70769, and GSE116918 datasets. Differentially expressed CAF-related genes between normal and tumor tissues were identified, and their associations with CAF subtypes and clinicopathological characteristics were explored through Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses. Based on these features, we constructed a CAF-related prognostic model using multivariate Cox and least absolute shrinkage and selection operator regression analyses. A 9-gene signature (LMCD1, CXCL2, UNC5B, THBS2, JAM3, PIGR, SCUBE2, SRD5A2, and PCGEM1) was identified to generate a CAFs score for predicting biochemical recurrence risk. Further analyses of the TME, genetic mutations, and drug sensitivity revealed that this signature was closely associated with tumor immunity and treatment response. Collectively, this model highlights the pivotal role of CAFs in shaping the TME and provides novel insights for prognostic prediction and therapeutic strategies in PCa.

MedicineVol. 104(44)
Mianyang Third People's Hospital (CN), The Affiliated Yongchuan Hospital of Chongqing Medical University (CN), Chongqing Medical University (CN)
Openalex Percentile: Top 50%
Ferroptosis and cancer prognosis
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Prognostic and immune microenvironment of a cancer-associated fibroblast-related genes signature for biochemical recurrence in prostate cancer — Lingxun Li, Min Min, et al. · Medicine (2025) | TGRS Research Map | TGRS