An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis

Ruohao Wu,1,2,* Wenting Tang,3,4,* Kunyin Qiu,1,2 Pinggan Li,1,2 Yu Li,1,2 Dongfang Li,1,2 Zhanwen He1,2 1Key Laboratory of Malignant Tumor Gene Regulation and Target Therapy of Guangdong High Education Institutes, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of China;...

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Main Authors: Wu R, Tang W, Qiu K, Li P, Li Y, Li D, He Z
Format: Article
Language:English
Published: Dove Medical Press 2021-09-01
Series:International Journal of General Medicine
Subjects:
Online Access:https://www.dovepress.com/an-integrative-pan-cancer-analysis-of-the-prognostic-and-immunological-peer-reviewed-fulltext-article-IJGM
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spelling doaj-7653c40d7e4648ddbe21d051a639797d2021-09-28T18:54:47ZengDove Medical PressInternational Journal of General Medicine1178-70742021-09-01Volume 146215623269282An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical AnalysisWu RTang WQiu KLi PLi YLi DHe ZRuohao Wu,1,2,* Wenting Tang,3,4,* Kunyin Qiu,1,2 Pinggan Li,1,2 Yu Li,1,2 Dongfang Li,1,2 Zhanwen He1,2 1Key Laboratory of Malignant Tumor Gene Regulation and Target Therapy of Guangdong High Education Institutes, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of China; 2Department of Pediatrics, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of China; 3State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen Cancer Center, Guangzhou, People’s Republic of China; 4Department of Molecular Diagnostics, Sun Yat-sen Cancer Center, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Zhanwen He; Dongfang LiKey Laboratory of Malignant Tumor Gene Regulation and Target Therapy of Guangdong High Education Institutes, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of ChinaEmail hezhanw@mail.sysu.edu.cn; lidf@mail.sysu.edu.cnBackground: Although emerging animal- or cell-based evidence supports the relationship between casein kinase 2 alpha protein 1 (CSNK2A1) and cancers, no pan-cancer analysis is available. Thus, this report aimed to display the prognostic landscape of CSNK2A1 in pan-cancer and investigate the relationship between CSNK2A1 and tumor immunity.Methods: In the current study, we investigated the expression pattern, genetic alterations and survival analysis of CSNK2A1 in pan-cancer across multiple datasets and online platforms. The correlations between CSNK2A1 expression and tumor immunity were explored and visualized via Rlanguage software. Following this, immunohistochemical (IHC) staining and Kaplan–Meier survival analysis were conducted in clinical patients for proving the bioinformatic findings. Analysis of protein–protein interaction and gene functional enrichment was conducted using GeneMANIA platform and gene set enrichment analysis (GSEA), respectively.Results: In TCGA, tumor tissue had ahigher expression level of CSNK2A1 compared with that in corresponding normal tissue. An increased expression level of CSNK2A1 was related to poor clinical prognosis in most types of cancer such as LIHC. The following expression and survival analysis in clinical liver hepatocellular carcinoma (LIHC) patients confirmed these TCGA findings. CSNK2A1 expression had significant positive correlations with pro-tumor-infiltrating immune cells (TIICs) like M1-macrophages and fibroblasts, and significant negative correlations with anti-tumor-TIICs like activated CD8+ Tcells and NK cells, suggesting specific interactions between CSNK2A1 and certain TIICs subtypes. Furthermore, CSNK2A1 expression had the most significant positive correlations with common markers of immune checkpoint including programmed death ligand-1 (PDL1) in LIHC. These findings were validated by an IHC analysis. GSEA analysis demonstrated that high expression of CSNK2A1 was related to cell signaling pathways and immunity-related activities.Conclusion: These findings suggested that CSNK2A1 was not only related to poor clinical prognosis in cancer like LIHC but also anovel immunotherapy-related biomarker in cancers, especially in LIHC, shedding new light on anti-tumor strategy.Keywords: casein kinase 2 alpha protein 1, pan-cancer, dataset, survival analysis, tumor immunity, tumor microenvironmenthttps://www.dovepress.com/an-integrative-pan-cancer-analysis-of-the-prognostic-and-immunological-peer-reviewed-fulltext-article-IJGMcasein kinase 2 alpha protein 1pan-cancerdatasetsurvival analysistumor immunitytumor microenvironment
collection DOAJ
language English
format Article
sources DOAJ
author Wu R
Tang W
Qiu K
Li P
Li Y
Li D
He Z
spellingShingle Wu R
Tang W
Qiu K
Li P
Li Y
Li D
He Z
An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis
International Journal of General Medicine
casein kinase 2 alpha protein 1
pan-cancer
dataset
survival analysis
tumor immunity
tumor microenvironment
author_facet Wu R
Tang W
Qiu K
Li P
Li Y
Li D
He Z
author_sort Wu R
title An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis
title_short An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis
title_full An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis
title_fullStr An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis
title_full_unstemmed An Integrative Pan-Cancer Analysis of the Prognostic and Immunological Role of Casein Kinase 2 Alpha Protein 1 (CSNK2A1) in Human Cancers: AStudy Based on Bioinformatics and Immunohistochemical Analysis
title_sort integrative pan-cancer analysis of the prognostic and immunological role of casein kinase 2 alpha protein 1 (csnk2a1) in human cancers: astudy based on bioinformatics and immunohistochemical analysis
publisher Dove Medical Press
series International Journal of General Medicine
issn 1178-7074
publishDate 2021-09-01
description Ruohao Wu,1,2,* Wenting Tang,3,4,* Kunyin Qiu,1,2 Pinggan Li,1,2 Yu Li,1,2 Dongfang Li,1,2 Zhanwen He1,2 1Key Laboratory of Malignant Tumor Gene Regulation and Target Therapy of Guangdong High Education Institutes, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of China; 2Department of Pediatrics, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of China; 3State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen Cancer Center, Guangzhou, People’s Republic of China; 4Department of Molecular Diagnostics, Sun Yat-sen Cancer Center, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Zhanwen He; Dongfang LiKey Laboratory of Malignant Tumor Gene Regulation and Target Therapy of Guangdong High Education Institutes, Sun Yat-sen Memorial Hospital, Guangzhou, People’s Republic of ChinaEmail hezhanw@mail.sysu.edu.cn; lidf@mail.sysu.edu.cnBackground: Although emerging animal- or cell-based evidence supports the relationship between casein kinase 2 alpha protein 1 (CSNK2A1) and cancers, no pan-cancer analysis is available. Thus, this report aimed to display the prognostic landscape of CSNK2A1 in pan-cancer and investigate the relationship between CSNK2A1 and tumor immunity.Methods: In the current study, we investigated the expression pattern, genetic alterations and survival analysis of CSNK2A1 in pan-cancer across multiple datasets and online platforms. The correlations between CSNK2A1 expression and tumor immunity were explored and visualized via Rlanguage software. Following this, immunohistochemical (IHC) staining and Kaplan–Meier survival analysis were conducted in clinical patients for proving the bioinformatic findings. Analysis of protein–protein interaction and gene functional enrichment was conducted using GeneMANIA platform and gene set enrichment analysis (GSEA), respectively.Results: In TCGA, tumor tissue had ahigher expression level of CSNK2A1 compared with that in corresponding normal tissue. An increased expression level of CSNK2A1 was related to poor clinical prognosis in most types of cancer such as LIHC. The following expression and survival analysis in clinical liver hepatocellular carcinoma (LIHC) patients confirmed these TCGA findings. CSNK2A1 expression had significant positive correlations with pro-tumor-infiltrating immune cells (TIICs) like M1-macrophages and fibroblasts, and significant negative correlations with anti-tumor-TIICs like activated CD8+ Tcells and NK cells, suggesting specific interactions between CSNK2A1 and certain TIICs subtypes. Furthermore, CSNK2A1 expression had the most significant positive correlations with common markers of immune checkpoint including programmed death ligand-1 (PDL1) in LIHC. These findings were validated by an IHC analysis. GSEA analysis demonstrated that high expression of CSNK2A1 was related to cell signaling pathways and immunity-related activities.Conclusion: These findings suggested that CSNK2A1 was not only related to poor clinical prognosis in cancer like LIHC but also anovel immunotherapy-related biomarker in cancers, especially in LIHC, shedding new light on anti-tumor strategy.Keywords: casein kinase 2 alpha protein 1, pan-cancer, dataset, survival analysis, tumor immunity, tumor microenvironment
topic casein kinase 2 alpha protein 1
pan-cancer
dataset
survival analysis
tumor immunity
tumor microenvironment
url https://www.dovepress.com/an-integrative-pan-cancer-analysis-of-the-prognostic-and-immunological-peer-reviewed-fulltext-article-IJGM
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