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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Format: | Article |
Language: | English |
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Wiley
2019-07-01
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Series: | Cancer Medicine |
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Online Access: | https://doi.org/10.1002/cam4.2223 |
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doaj-9d94d5075bc34bf69c53b20163802523 |
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record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
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 |
work_keys_str_mv |
AT yutingchang comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT xueweiwang comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT yidexu comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT liuyang comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT qufeiqian comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT sihanju comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT yaochen comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT shuaizhouchen comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT naqin comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT zijianma comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT junchengdai comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT hongxiama comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT guangfujin comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT erbaozhang comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT chengwang comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor AT zhibinhu comprehensivecharacterizationofcancertestisgenesintesticulargermcelltumor |
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1726001337846464512 |
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 |