Cargando…
PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma
BACKGROUND: Intrahepatic cholangiocarcinoma (ICC) is a fatal primary liver cancer, and its long-term survival rate remains poor. RNA-binding proteins (RBPs) play an important role in critical cellular processes, failure of any one or more processes can lead to the development of multiple cancers. Th...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8649993/ https://www.ncbi.nlm.nih.gov/pubmed/34876138 http://dx.doi.org/10.1186/s12935-021-02310-2 |
_version_ | 1784611113087795200 |
---|---|
author | Zou, Wenbo Wang, Zizheng Zhang, Xiuping Xu, Shuai Wang, Fei Li, Lincheng Deng, Zhaoda Wang, Jing Pan, Ke Ge, Xinlan Li, Chonghui Liu, Rong Hu, Minggen |
author_facet | Zou, Wenbo Wang, Zizheng Zhang, Xiuping Xu, Shuai Wang, Fei Li, Lincheng Deng, Zhaoda Wang, Jing Pan, Ke Ge, Xinlan Li, Chonghui Liu, Rong Hu, Minggen |
author_sort | Zou, Wenbo |
collection | PubMed |
description | BACKGROUND: Intrahepatic cholangiocarcinoma (ICC) is a fatal primary liver cancer, and its long-term survival rate remains poor. RNA-binding proteins (RBPs) play an important role in critical cellular processes, failure of any one or more processes can lead to the development of multiple cancers. This study aimed to explore pivotal biomarkers and corresponding mechanisms to predict the prognosis of patients with ICC. METHODS: The transcriptomic and clinical information of patients were collected from The Cancer Genome Atlas and Gene Expression Omnibus databases. Bioinformatic methods were used to identify survival-related and differentially-expressed biomarkers. Quantitative real-time PCR (qRT-PCR) and immunohistochemistry were used to detect the expression levels of key biomarkers in independent real-world cohorts. Subsequently, a prognostic signature was constructed that effectively distinguished patients in the high- and low-risk groups. Independent prognosis analysis was used to verify the signature’s independent predictive capabilities, and two nomograms were developed to predict survival. RESULTS: PIWIL4 and SUPT5H were identified and considered as pivotal biomarkers, and the same expression trends of upregulation in ICC were also validated via qRT-PCR and immunohistochemistry in the separate real-world sample cohorts. The prognostic signature showed good predictive capabilities according to the area under the curve. The correlation of the biomarkers with the tumour microenvironment suggested that the high riskScore was positively related to the enrichment of resting natural killer cells and activated memory CD4 + T cells. CONCLUSION: In the present study, we demonstrated that PIWIL4 and SUPT5H could be used as novel prognostic biomarkers to develop a prognostic signature. This study provides potential biomarkers of prognostic value for patients with intrahepatic cholangiocarcinoma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-021-02310-2. |
format | Online Article Text |
id | pubmed-8649993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86499932021-12-07 PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma Zou, Wenbo Wang, Zizheng Zhang, Xiuping Xu, Shuai Wang, Fei Li, Lincheng Deng, Zhaoda Wang, Jing Pan, Ke Ge, Xinlan Li, Chonghui Liu, Rong Hu, Minggen Cancer Cell Int Primary Research BACKGROUND: Intrahepatic cholangiocarcinoma (ICC) is a fatal primary liver cancer, and its long-term survival rate remains poor. RNA-binding proteins (RBPs) play an important role in critical cellular processes, failure of any one or more processes can lead to the development of multiple cancers. This study aimed to explore pivotal biomarkers and corresponding mechanisms to predict the prognosis of patients with ICC. METHODS: The transcriptomic and clinical information of patients were collected from The Cancer Genome Atlas and Gene Expression Omnibus databases. Bioinformatic methods were used to identify survival-related and differentially-expressed biomarkers. Quantitative real-time PCR (qRT-PCR) and immunohistochemistry were used to detect the expression levels of key biomarkers in independent real-world cohorts. Subsequently, a prognostic signature was constructed that effectively distinguished patients in the high- and low-risk groups. Independent prognosis analysis was used to verify the signature’s independent predictive capabilities, and two nomograms were developed to predict survival. RESULTS: PIWIL4 and SUPT5H were identified and considered as pivotal biomarkers, and the same expression trends of upregulation in ICC were also validated via qRT-PCR and immunohistochemistry in the separate real-world sample cohorts. The prognostic signature showed good predictive capabilities according to the area under the curve. The correlation of the biomarkers with the tumour microenvironment suggested that the high riskScore was positively related to the enrichment of resting natural killer cells and activated memory CD4 + T cells. CONCLUSION: In the present study, we demonstrated that PIWIL4 and SUPT5H could be used as novel prognostic biomarkers to develop a prognostic signature. This study provides potential biomarkers of prognostic value for patients with intrahepatic cholangiocarcinoma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-021-02310-2. BioMed Central 2021-12-07 /pmc/articles/PMC8649993/ /pubmed/34876138 http://dx.doi.org/10.1186/s12935-021-02310-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Primary Research Zou, Wenbo Wang, Zizheng Zhang, Xiuping Xu, Shuai Wang, Fei Li, Lincheng Deng, Zhaoda Wang, Jing Pan, Ke Ge, Xinlan Li, Chonghui Liu, Rong Hu, Minggen PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
title | PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
title_full | PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
title_fullStr | PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
title_full_unstemmed | PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
title_short | PIWIL4 and SUPT5H combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
title_sort | piwil4 and supt5h combine to predict prognosis and immune landscape in intrahepatic cholangiocarcinoma |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8649993/ https://www.ncbi.nlm.nih.gov/pubmed/34876138 http://dx.doi.org/10.1186/s12935-021-02310-2 |
work_keys_str_mv | AT zouwenbo piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT wangzizheng piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT zhangxiuping piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT xushuai piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT wangfei piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT lilincheng piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT dengzhaoda piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT wangjing piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT panke piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT gexinlan piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT lichonghui piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT liurong piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma AT huminggen piwil4andsupt5hcombinetopredictprognosisandimmunelandscapeinintrahepaticcholangiocarcinoma |