Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor

Abstract Cancer‐testis (CT) genes are a group of genes restrictedly expressed in testis and multiple cancers and can serve as candidate driver genes participating in the development of cancers. Our previous study identified a number of CT genes in nongerm cell tumors, but their expression pattern in...

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Main Authors: Yuting Chang, Xuewei Wang, Yide Xu, Liu Yang, Qufei Qian, Sihan Ju, Yao Chen, Shuaizhou Chen, Na Qin, Zijian Ma, Juncheng Dai, Hongxia Ma, Guangfu Jin, Erbao Zhang, Cheng Wang, Zhibin Hu
Format: Article
Language:English
Published: Wiley 2019-07-01
Series:Cancer Medicine
Subjects:
Online Access:https://doi.org/10.1002/cam4.2223
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language English
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author Yuting Chang
Xuewei Wang
Yide Xu
Liu Yang
Qufei Qian
Sihan Ju
Yao Chen
Shuaizhou Chen
Na Qin
Zijian Ma
Juncheng Dai
Hongxia Ma
Guangfu Jin
Erbao Zhang
Cheng Wang
Zhibin Hu
spellingShingle Yuting Chang
Xuewei Wang
Yide Xu
Liu Yang
Qufei Qian
Sihan Ju
Yao Chen
Shuaizhou Chen
Na Qin
Zijian Ma
Juncheng Dai
Hongxia Ma
Guangfu Jin
Erbao Zhang
Cheng Wang
Zhibin Hu
Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
Cancer Medicine
cancer‐testis gene
stem cell maintenance
survival
testicular germ cell tumor
author_facet Yuting Chang
Xuewei Wang
Yide Xu
Liu Yang
Qufei Qian
Sihan Ju
Yao Chen
Shuaizhou Chen
Na Qin
Zijian Ma
Juncheng Dai
Hongxia Ma
Guangfu Jin
Erbao Zhang
Cheng Wang
Zhibin Hu
author_sort Yuting Chang
title Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
title_short Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
title_full Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
title_fullStr Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
title_full_unstemmed Comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
title_sort comprehensive characterization of cancer‐testis genes in testicular germ cell tumor
publisher Wiley
series Cancer Medicine
issn 2045-7634
publishDate 2019-07-01
description Abstract Cancer‐testis (CT) genes are a group of genes restrictedly expressed in testis and multiple cancers and can serve as candidate driver genes participating in the development of cancers. Our previous study identified a number of CT genes in nongerm cell tumors, but their expression pattern in testicular germ cell tumor (TGCT), a cancer type characterized by less genomic alterations, remained largely unknown. In this study, we systematically investigated the expression pattern of CT genes in TGCT samples and evaluated the transcriptome difference between TGCT and normal testis tissues, using datasets from the UCSC Xena platform, The Cancer Genome Atlas (TCGA) and the Genotype‐Tissue Expression (GTEx) project. Pathway enrichment analysis and survival analysis were conducted to evaluate the biological function and prognostic effect of expressed CT genes. We identified that 1036 testis‐specific expressed protein‐coding genes and 863 testis‐specific expressed long noncoding RNAs (lncRNAs) were expressed in TGCT samples, including 883 CT protein‐coding genes and 710 CT lncRNAs defined previously. The number of expressed CT genes was significantly higher in seminomas (P = 3.48 × 10−13) which were characterized by frequent mutations in driver genes (KIT, KRAS and NRAS). In contrast, the number of expressed CT genes showed a moderate negative correlation with the fraction of copy number altered genomes (cor = −0.28, P = 1.20 × 10−3). Unlike other cancers, our analysis revealed that 96.16% of the CT genes were down‐regulated in TGCT samples, while CT genes in stem cell maintenance related pathways were up‐regulated. Further survival analysis provided evidence that CT genes could also predict the prognosis of TGCT patients with both disease‐free interval and progression‐free interval as clinical endpoints. Taken together, our study provided a global view of CT genes in TGCT and provided evidence that CT genes played important roles in the progression and maintenance of TGCT.
topic cancer‐testis gene
stem cell maintenance
survival
testicular germ cell tumor
url https://doi.org/10.1002/cam4.2223
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spelling doaj-9d94d5075bc34bf69c53b201638025232020-11-24T21:21:04ZengWileyCancer Medicine2045-76342019-07-01873511351910.1002/cam4.2223Comprehensive characterization of cancer‐testis genes in testicular germ cell tumorYuting Chang0Xuewei Wang1Yide Xu2Liu Yang3Qufei Qian4Sihan Ju5Yao Chen6Shuaizhou Chen7Na Qin8Zijian Ma9Juncheng Dai10Hongxia Ma11Guangfu Jin12Erbao Zhang13Cheng Wang14Zhibin Hu15Department of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Bioinformatics, School of Biomedical Engineering and Informatics Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaDepartment of Epidemiology, Center for Global Health, School of Public Health Nanjing Medical University Nanjing ChinaAbstract Cancer‐testis (CT) genes are a group of genes restrictedly expressed in testis and multiple cancers and can serve as candidate driver genes participating in the development of cancers. Our previous study identified a number of CT genes in nongerm cell tumors, but their expression pattern in testicular germ cell tumor (TGCT), a cancer type characterized by less genomic alterations, remained largely unknown. In this study, we systematically investigated the expression pattern of CT genes in TGCT samples and evaluated the transcriptome difference between TGCT and normal testis tissues, using datasets from the UCSC Xena platform, The Cancer Genome Atlas (TCGA) and the Genotype‐Tissue Expression (GTEx) project. Pathway enrichment analysis and survival analysis were conducted to evaluate the biological function and prognostic effect of expressed CT genes. We identified that 1036 testis‐specific expressed protein‐coding genes and 863 testis‐specific expressed long noncoding RNAs (lncRNAs) were expressed in TGCT samples, including 883 CT protein‐coding genes and 710 CT lncRNAs defined previously. The number of expressed CT genes was significantly higher in seminomas (P = 3.48 × 10−13) which were characterized by frequent mutations in driver genes (KIT, KRAS and NRAS). In contrast, the number of expressed CT genes showed a moderate negative correlation with the fraction of copy number altered genomes (cor = −0.28, P = 1.20 × 10−3). Unlike other cancers, our analysis revealed that 96.16% of the CT genes were down‐regulated in TGCT samples, while CT genes in stem cell maintenance related pathways were up‐regulated. Further survival analysis provided evidence that CT genes could also predict the prognosis of TGCT patients with both disease‐free interval and progression‐free interval as clinical endpoints. Taken together, our study provided a global view of CT genes in TGCT and provided evidence that CT genes played important roles in the progression and maintenance of TGCT.https://doi.org/10.1002/cam4.2223cancer‐testis genestem cell maintenancesurvivaltesticular germ cell tumor