Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1784867055075328000 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9827409 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yechen alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT qinshengfei alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT qiushuang alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT zhaolin alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT miaojiaying alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT chenyuangui alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT zhoutie alncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT yechen lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT qinshengfei lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT qiushuang lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT zhaolin lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT miaojiaying lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT chenyuangui lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma AT zhoutie lncrnaimmunecheckpointrelatedgenesignaturepredictsmetastasisfreesurvivalinprostateadenocarcinoma |