Cargando…

Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms

BACKGROUND: The aim of this study was to investigate the immunological and prognostic roles of protein phosphatase 1 regulatory subunit 18 (PPP1R18) for overall survival (OS) in kidney renal clear cell carcinoma (KIRC) patients, as well as the prediction of its potential mechanisms. METHODS: Based o...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Yi, Liu, Shouyong, Chen, Yinhao, Zhu, Bingye, Xing, Qianwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elmer Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913016/
https://www.ncbi.nlm.nih.gov/pubmed/35317332
http://dx.doi.org/10.14740/wjon1446
_version_ 1784667314470256640
author Wang, Yi
Liu, Shouyong
Chen, Yinhao
Zhu, Bingye
Xing, Qianwei
author_facet Wang, Yi
Liu, Shouyong
Chen, Yinhao
Zhu, Bingye
Xing, Qianwei
author_sort Wang, Yi
collection PubMed
description BACKGROUND: The aim of this study was to investigate the immunological and prognostic roles of protein phosphatase 1 regulatory subunit 18 (PPP1R18) for overall survival (OS) in kidney renal clear cell carcinoma (KIRC) patients, as well as the prediction of its potential mechanisms. METHODS: Based on PPP1R18 single gene expression matrices and clinical information from The Cancer Genome Atlas (TCGA), International Cancer Genome Consortium (ICGC) and GSE6344 datasets, the relationships between PPP1R18 and prognosis/immunity were fully explored. Univariate and multivariate Cox regression analyses were applied to assess its independent prognostic ability and gene set enrichment analysis (GSEA) was implemented to find its related pathways. Besides, we also explored possible mechanisms of PPP1R18 involved in KIRC. RESULTS: PPP1R18 was highly expressed in KIRC samples than in non-tumor tissues in TCGA, ICGC and GSE6344 datasets, with validations from quantitative real-time polymerase chain reaction (qRT-PCR) in both cell lines and KIRC tissues (all P < 0.05). Univariate and multivariate Cox regression analyses indicated that PPP1R18 was also considered to be with independent prognostic ability in KIRC (both P < 0.01). GSEA results showed that PPP1R18 gene expression was significantly related to Chemokine, JAK STAT, MAPK, and NOTCH pathways. Furthermore, PPP1R18 was also firmly associated with microsatellite instability (MSI), tumor mutational burden (TMB), immune microenvironment, immune cells, immune checkpoints and immune infiltration (all P < 0.05). Analysis of tumor immune dysfunction and exclusion (TIDE) and Imvigor210 datasets suggested that patients with low PPP1R18 expression are more likely to benefit from immunotherapy. Finally, we identified two potential mechanisms of a classical competing endogenous RNA (ceRNA) mechanism and an RNA-binding protein (RBP) involved mechanism of PPP1R18 in KIRC. CONCLUSIONS: PPP1R18 played oncogenic and immunological roles of OS in KIRC, offering potential antigens for developing KIRC mRNA vaccines.
format Online
Article
Text
id pubmed-8913016
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Elmer Press
record_format MEDLINE/PubMed
spelling pubmed-89130162022-03-21 Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms Wang, Yi Liu, Shouyong Chen, Yinhao Zhu, Bingye Xing, Qianwei World J Oncol Original Article BACKGROUND: The aim of this study was to investigate the immunological and prognostic roles of protein phosphatase 1 regulatory subunit 18 (PPP1R18) for overall survival (OS) in kidney renal clear cell carcinoma (KIRC) patients, as well as the prediction of its potential mechanisms. METHODS: Based on PPP1R18 single gene expression matrices and clinical information from The Cancer Genome Atlas (TCGA), International Cancer Genome Consortium (ICGC) and GSE6344 datasets, the relationships between PPP1R18 and prognosis/immunity were fully explored. Univariate and multivariate Cox regression analyses were applied to assess its independent prognostic ability and gene set enrichment analysis (GSEA) was implemented to find its related pathways. Besides, we also explored possible mechanisms of PPP1R18 involved in KIRC. RESULTS: PPP1R18 was highly expressed in KIRC samples than in non-tumor tissues in TCGA, ICGC and GSE6344 datasets, with validations from quantitative real-time polymerase chain reaction (qRT-PCR) in both cell lines and KIRC tissues (all P < 0.05). Univariate and multivariate Cox regression analyses indicated that PPP1R18 was also considered to be with independent prognostic ability in KIRC (both P < 0.01). GSEA results showed that PPP1R18 gene expression was significantly related to Chemokine, JAK STAT, MAPK, and NOTCH pathways. Furthermore, PPP1R18 was also firmly associated with microsatellite instability (MSI), tumor mutational burden (TMB), immune microenvironment, immune cells, immune checkpoints and immune infiltration (all P < 0.05). Analysis of tumor immune dysfunction and exclusion (TIDE) and Imvigor210 datasets suggested that patients with low PPP1R18 expression are more likely to benefit from immunotherapy. Finally, we identified two potential mechanisms of a classical competing endogenous RNA (ceRNA) mechanism and an RNA-binding protein (RBP) involved mechanism of PPP1R18 in KIRC. CONCLUSIONS: PPP1R18 played oncogenic and immunological roles of OS in KIRC, offering potential antigens for developing KIRC mRNA vaccines. Elmer Press 2022-02 2022-02-28 /pmc/articles/PMC8913016/ /pubmed/35317332 http://dx.doi.org/10.14740/wjon1446 Text en Copyright 2022, Wang et al. https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution Non-Commercial 4.0 International License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Wang, Yi
Liu, Shouyong
Chen, Yinhao
Zhu, Bingye
Xing, Qianwei
Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms
title Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms
title_full Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms
title_fullStr Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms
title_full_unstemmed Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms
title_short Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms
title_sort survival prognosis, tumor immune landscape, and immune responses of ppp1r18 in kidney renal clear cell carcinoma and its potentially double mechanisms
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913016/
https://www.ncbi.nlm.nih.gov/pubmed/35317332
http://dx.doi.org/10.14740/wjon1446
work_keys_str_mv AT wangyi survivalprognosistumorimmunelandscapeandimmuneresponsesofppp1r18inkidneyrenalclearcellcarcinomaanditspotentiallydoublemechanisms
AT liushouyong survivalprognosistumorimmunelandscapeandimmuneresponsesofppp1r18inkidneyrenalclearcellcarcinomaanditspotentiallydoublemechanisms
AT chenyinhao survivalprognosistumorimmunelandscapeandimmuneresponsesofppp1r18inkidneyrenalclearcellcarcinomaanditspotentiallydoublemechanisms
AT zhubingye survivalprognosistumorimmunelandscapeandimmuneresponsesofppp1r18inkidneyrenalclearcellcarcinomaanditspotentiallydoublemechanisms
AT xingqianwei survivalprognosistumorimmunelandscapeandimmuneresponsesofppp1r18inkidneyrenalclearcellcarcinomaanditspotentiallydoublemechanisms