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The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies
BACKGROUND: Prostate cancer (PCa) was one of the most common malignancies among men, while the prognosis for PCa patients was poor, especially for patients with recurrent and advanced diseases. MATERIALS AND METHODS: Five PCa cohorts were downloaded from The Cancer Genome Atlas and Gene Expression O...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582844/ https://www.ncbi.nlm.nih.gov/pubmed/36275733 http://dx.doi.org/10.3389/fimmu.2022.1009634 |
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author | Chen, Lei Zheng, Yi Jiang, Changqin Yang, Cheng Zhang, Li Liang, Chaozhao |
author_facet | Chen, Lei Zheng, Yi Jiang, Changqin Yang, Cheng Zhang, Li Liang, Chaozhao |
author_sort | Chen, Lei |
collection | PubMed |
description | BACKGROUND: Prostate cancer (PCa) was one of the most common malignancies among men, while the prognosis for PCa patients was poor, especially for patients with recurrent and advanced diseases. MATERIALS AND METHODS: Five PCa cohorts were downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases, and the biochemical recurrence (BCR)-related chemokine genes were identified by LASSO-Cox regression. The chemokine-related prognostic gene signature (CRPGS) was established, and its association with PCa patients’ clinical, pathological and immune characteristics was analyzed. The association between CRPGS and PCa patients’ responses to androgen deprivation therapy (ADT) and immunotherapy was analyzed. The CRPGS was compared with other previously published molecular signatures, and the CRPGS was externally validated in our real-world AHMU-PC cohort. RESULTS: Four recurrence-free survival (RFS)-related chemokine genes (CXCL14, CCL20, CCL24, and CCL26) were identified, and the CRPGS was established based on the four identified chemokine genes, and TCGA-PRAD patients with high riskscores exhibited poorer RFS, which was validated in the GSE70768 cohort. The CRPGS was associated with the clinical, pathological, and immune characteristics of PCa patients. Low-risk PCa patients were predicted to respond better to ADT and immunotherapy. By comparing with other molecular signatures, the CRPGS could classify PCa patients into two risk groups well, and the CRPGS was associated with the m6A level, as well as TP53 and SPOP mutation status of PCa patients. In the AHMU-PC cohort, the CRPGS was associated with the advanced pathology stage and Gleason score. CONCLUSIONS: The identified chemokine genes and CRPGS were associated with the prognosis of PCa, which could predict PCa patients’ responses to anti-androgen and immunotherapies. |
format | Online Article Text |
id | pubmed-9582844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95828442022-10-21 The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies Chen, Lei Zheng, Yi Jiang, Changqin Yang, Cheng Zhang, Li Liang, Chaozhao Front Immunol Immunology BACKGROUND: Prostate cancer (PCa) was one of the most common malignancies among men, while the prognosis for PCa patients was poor, especially for patients with recurrent and advanced diseases. MATERIALS AND METHODS: Five PCa cohorts were downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases, and the biochemical recurrence (BCR)-related chemokine genes were identified by LASSO-Cox regression. The chemokine-related prognostic gene signature (CRPGS) was established, and its association with PCa patients’ clinical, pathological and immune characteristics was analyzed. The association between CRPGS and PCa patients’ responses to androgen deprivation therapy (ADT) and immunotherapy was analyzed. The CRPGS was compared with other previously published molecular signatures, and the CRPGS was externally validated in our real-world AHMU-PC cohort. RESULTS: Four recurrence-free survival (RFS)-related chemokine genes (CXCL14, CCL20, CCL24, and CCL26) were identified, and the CRPGS was established based on the four identified chemokine genes, and TCGA-PRAD patients with high riskscores exhibited poorer RFS, which was validated in the GSE70768 cohort. The CRPGS was associated with the clinical, pathological, and immune characteristics of PCa patients. Low-risk PCa patients were predicted to respond better to ADT and immunotherapy. By comparing with other molecular signatures, the CRPGS could classify PCa patients into two risk groups well, and the CRPGS was associated with the m6A level, as well as TP53 and SPOP mutation status of PCa patients. In the AHMU-PC cohort, the CRPGS was associated with the advanced pathology stage and Gleason score. CONCLUSIONS: The identified chemokine genes and CRPGS were associated with the prognosis of PCa, which could predict PCa patients’ responses to anti-androgen and immunotherapies. Frontiers Media S.A. 2022-10-06 /pmc/articles/PMC9582844/ /pubmed/36275733 http://dx.doi.org/10.3389/fimmu.2022.1009634 Text en Copyright © 2022 Chen, Zheng, Jiang, Yang, Zhang and Liang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Chen, Lei Zheng, Yi Jiang, Changqin Yang, Cheng Zhang, Li Liang, Chaozhao The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies |
title | The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies |
title_full | The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies |
title_fullStr | The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies |
title_full_unstemmed | The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies |
title_short | The established chemokine-related prognostic gene signature in prostate cancer: Implications for anti-androgen and immunotherapies |
title_sort | established chemokine-related prognostic gene signature in prostate cancer: implications for anti-androgen and immunotherapies |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582844/ https://www.ncbi.nlm.nih.gov/pubmed/36275733 http://dx.doi.org/10.3389/fimmu.2022.1009634 |
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