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A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma

BACKGROUND: The 5-year overall survival rate in metastatic prostate adenocarcinoma (PRAD) is extremely low. Genomic studies of PRAD have improved our understanding of disease biology. However, the role of immune checkpoint genes (ICGs) in PRAD remains unclear. METHODS: Univariate and multivariate an...

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Autores principales: Ye, Chen, Qin, Shengfei, Qiu, Shuang, Zhao, Lin, Miao, Jiaying, Chen, Yuangui, Zhou, Tie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9827409/
https://www.ncbi.nlm.nih.gov/pubmed/36632155
http://dx.doi.org/10.21037/tau-22-711
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author Ye, Chen
Qin, Shengfei
Qiu, Shuang
Zhao, Lin
Miao, Jiaying
Chen, Yuangui
Zhou, Tie
author_facet Ye, Chen
Qin, Shengfei
Qiu, Shuang
Zhao, Lin
Miao, Jiaying
Chen, Yuangui
Zhou, Tie
author_sort Ye, Chen
collection PubMed
description BACKGROUND: The 5-year overall survival rate in metastatic prostate adenocarcinoma (PRAD) is extremely low. Genomic studies of PRAD have improved our understanding of disease biology. However, the role of immune checkpoint genes (ICGs) in PRAD remains unclear. METHODS: Univariate and multivariate analyses were used to analyze genes associated with metastasis-free survival (MFS) in The Cancer Genome Atlas (TCGA)-PRAD dataset. The expressions of ADORA2A and TNFRSF18 were detected via immunohistochemical assay and real-time fluorescence quantitative PCR (RT-PCR) assay in our in-house cohort. The expression of long non-coding RNAs (lncRNAs) AL139287.1, SLC9A3-AS1, and SNHG12 were detected via RT-PCR assay in our in-house cohort. Stepwise regression, Cox regression, and nomogram analyses were used to evaluate the prognostic role of these genes in both the TCGA dataset and in-house cohort. The “pRRophetic” R package was used to evaluate drug sensitivity in the TCGA cohort according to the gene mRNA expression level. RESULTS: In our study, univariate and multivariate analyses revealed that the mRNA expressions of two ICGs, ADORA2A and TNFRSF18, were independent factors affecting MFS in PRAD patients. A prognostic 2-ICG model predicted the MFS of PRAD patients with medium-to-high accuracy in the TCGA dataset and in-house cohort. The expressions of AL139287.1, SLC9A3-AS1, and SNHG12 were correlated with ADORA2A and TNFRSF18. A prognostic lncRNA-ICG model predicted the MFS of PRAD patients with medium-to-high accuracy in the TCGA dataset and in-house cohort. In addition, correlation analyses between the sensitivity of doxorubicin, erlotinib, gemcitabine, or vinorelbine and AL139287.1, SLC9A3-AS1, SNHG12, ADORA2A, and TNFRSF18 were conducted. CONCLUSIONS: Our results provide new targets for predicting tumor metastasis in PRAD and treating patients with metastatic PRAD.
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spelling pubmed-98274092023-01-10 A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma Ye, Chen Qin, Shengfei Qiu, Shuang Zhao, Lin Miao, Jiaying Chen, Yuangui Zhou, Tie Transl Androl Urol Original Article BACKGROUND: The 5-year overall survival rate in metastatic prostate adenocarcinoma (PRAD) is extremely low. Genomic studies of PRAD have improved our understanding of disease biology. However, the role of immune checkpoint genes (ICGs) in PRAD remains unclear. METHODS: Univariate and multivariate analyses were used to analyze genes associated with metastasis-free survival (MFS) in The Cancer Genome Atlas (TCGA)-PRAD dataset. The expressions of ADORA2A and TNFRSF18 were detected via immunohistochemical assay and real-time fluorescence quantitative PCR (RT-PCR) assay in our in-house cohort. The expression of long non-coding RNAs (lncRNAs) AL139287.1, SLC9A3-AS1, and SNHG12 were detected via RT-PCR assay in our in-house cohort. Stepwise regression, Cox regression, and nomogram analyses were used to evaluate the prognostic role of these genes in both the TCGA dataset and in-house cohort. The “pRRophetic” R package was used to evaluate drug sensitivity in the TCGA cohort according to the gene mRNA expression level. RESULTS: In our study, univariate and multivariate analyses revealed that the mRNA expressions of two ICGs, ADORA2A and TNFRSF18, were independent factors affecting MFS in PRAD patients. A prognostic 2-ICG model predicted the MFS of PRAD patients with medium-to-high accuracy in the TCGA dataset and in-house cohort. The expressions of AL139287.1, SLC9A3-AS1, and SNHG12 were correlated with ADORA2A and TNFRSF18. A prognostic lncRNA-ICG model predicted the MFS of PRAD patients with medium-to-high accuracy in the TCGA dataset and in-house cohort. In addition, correlation analyses between the sensitivity of doxorubicin, erlotinib, gemcitabine, or vinorelbine and AL139287.1, SLC9A3-AS1, SNHG12, ADORA2A, and TNFRSF18 were conducted. CONCLUSIONS: Our results provide new targets for predicting tumor metastasis in PRAD and treating patients with metastatic PRAD. AME Publishing Company 2022-12 /pmc/articles/PMC9827409/ /pubmed/36632155 http://dx.doi.org/10.21037/tau-22-711 Text en 2022 Translational Andrology and Urology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Ye, Chen
Qin, Shengfei
Qiu, Shuang
Zhao, Lin
Miao, Jiaying
Chen, Yuangui
Zhou, Tie
A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
title A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
title_full A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
title_fullStr A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
title_full_unstemmed A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
title_short A lncRNA-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
title_sort lncrna-immune checkpoint-related gene signature predicts metastasis-free survival in prostate adenocarcinoma
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9827409/
https://www.ncbi.nlm.nih.gov/pubmed/36632155
http://dx.doi.org/10.21037/tau-22-711
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