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Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence
Voltage-gated chloride ion channels (CLCs) are transmembrane proteins that maintain chloride ion homeostasis in various cells. Accumulating studies indicated CLCs were related to cell growth, proliferation, and cell cycle. Nevertheless, the role of CLCs in prostate cancer (PCa) has not been systemat...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561150/ https://www.ncbi.nlm.nih.gov/pubmed/36246902 http://dx.doi.org/10.3389/fendo.2022.1001634 |
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author | Luo, Yong Liu, Xiaopeng Li, Xiaoxiao Zhong, Weide Lin, Jingbo Chen, Qingbiao |
author_facet | Luo, Yong Liu, Xiaopeng Li, Xiaoxiao Zhong, Weide Lin, Jingbo Chen, Qingbiao |
author_sort | Luo, Yong |
collection | PubMed |
description | Voltage-gated chloride ion channels (CLCs) are transmembrane proteins that maintain chloride ion homeostasis in various cells. Accumulating studies indicated CLCs were related to cell growth, proliferation, and cell cycle. Nevertheless, the role of CLCs in prostate cancer (PCa) has not been systematically profiled. The purpose of this study was to investigate the expression profiles and biofunctions of CLCs genes, and construct a novel risk signature to predict biochemical recurrence (BCR) of PCa patients. We identified five differentially expressed CLCs genes in our cohort and then constructed a signature composed of CLCN2 and CLCN6 through Lasso-Cox regression analysis in the training cohort from the Cancer Genome Atlas (TCGA). The testing and entire cohorts from TCGA and the GSE21034 from the Gene Expression Omnibus (GEO) were used as internal and independent external validation datasets. This signature could divide PCa patients into the high and low risk groups with different prognoses, was apparently correlated with clinical features, and was an independent excellent prognostic indicator. Enrichment analysis indicated our signature was primarily concentrated in cellular process and metabolic process. The expression patterns of CLCN2 and CLCN6 were detected in our own cohort based immunohistochemistry staining, and we found CLCN2 and CLCN6 were highly expressed in PCa tissues compared with benign tissues and positively associated with higher Gleason score and shorter BCR-free time. Functional experiments revealed that CLCN2 and CLCN6 downregulation inhibited cell proliferation, colony formation, invasion, and migration, but prolonged cell cycle and promoted apoptosis. Furthermore, Seahorse assay showed that silencing CLCN2 or CLCN6 exerted potential inhibitory effects on energy metabolism in PCa. Collectively, our signature could provide a novel and robust strategy for the prognostic evaluation and improve treatment decision making for PCa patients. |
format | Online Article Text |
id | pubmed-9561150 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95611502022-10-15 Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence Luo, Yong Liu, Xiaopeng Li, Xiaoxiao Zhong, Weide Lin, Jingbo Chen, Qingbiao Front Endocrinol (Lausanne) Endocrinology Voltage-gated chloride ion channels (CLCs) are transmembrane proteins that maintain chloride ion homeostasis in various cells. Accumulating studies indicated CLCs were related to cell growth, proliferation, and cell cycle. Nevertheless, the role of CLCs in prostate cancer (PCa) has not been systematically profiled. The purpose of this study was to investigate the expression profiles and biofunctions of CLCs genes, and construct a novel risk signature to predict biochemical recurrence (BCR) of PCa patients. We identified five differentially expressed CLCs genes in our cohort and then constructed a signature composed of CLCN2 and CLCN6 through Lasso-Cox regression analysis in the training cohort from the Cancer Genome Atlas (TCGA). The testing and entire cohorts from TCGA and the GSE21034 from the Gene Expression Omnibus (GEO) were used as internal and independent external validation datasets. This signature could divide PCa patients into the high and low risk groups with different prognoses, was apparently correlated with clinical features, and was an independent excellent prognostic indicator. Enrichment analysis indicated our signature was primarily concentrated in cellular process and metabolic process. The expression patterns of CLCN2 and CLCN6 were detected in our own cohort based immunohistochemistry staining, and we found CLCN2 and CLCN6 were highly expressed in PCa tissues compared with benign tissues and positively associated with higher Gleason score and shorter BCR-free time. Functional experiments revealed that CLCN2 and CLCN6 downregulation inhibited cell proliferation, colony formation, invasion, and migration, but prolonged cell cycle and promoted apoptosis. Furthermore, Seahorse assay showed that silencing CLCN2 or CLCN6 exerted potential inhibitory effects on energy metabolism in PCa. Collectively, our signature could provide a novel and robust strategy for the prognostic evaluation and improve treatment decision making for PCa patients. Frontiers Media S.A. 2022-09-30 /pmc/articles/PMC9561150/ /pubmed/36246902 http://dx.doi.org/10.3389/fendo.2022.1001634 Text en Copyright © 2022 Luo, Liu, Li, Zhong, Lin and Chen 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 | Endocrinology Luo, Yong Liu, Xiaopeng Li, Xiaoxiao Zhong, Weide Lin, Jingbo Chen, Qingbiao Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
title | Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
title_full | Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
title_fullStr | Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
title_full_unstemmed | Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
title_short | Identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
title_sort | identification and validation of a signature involving voltage-gated chloride ion channel genes for prediction of prostate cancer recurrence |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561150/ https://www.ncbi.nlm.nih.gov/pubmed/36246902 http://dx.doi.org/10.3389/fendo.2022.1001634 |
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