Cargando…
A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration
BACKGROUND: Super-enhancer (SE) refers to a regulatory element with super transcriptional activity, which can enrich transcription factors and drive gene expression. SE-related genes play an important role in the pathogenesis of malignant tumors, including hepatocellular carcinoma (HCC). METHODS: Th...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9948016/ https://www.ncbi.nlm.nih.gov/pubmed/36845708 http://dx.doi.org/10.3389/fonc.2023.1043203 |
_version_ | 1784892684018647040 |
---|---|
author | Wei, Xueyan Zhou, Zihan Long, Meiying Lin, Qiuling Qiu, Moqin Chen, Peiqin Huang, Qiongguang Qiu, Jialin Jiang, Yanji Wen, Qiuping Liu, Yingchun Li, Runwei Nong, Cunli Guo, Qian Yu, Hongping Zhou, Xianguo |
author_facet | Wei, Xueyan Zhou, Zihan Long, Meiying Lin, Qiuling Qiu, Moqin Chen, Peiqin Huang, Qiongguang Qiu, Jialin Jiang, Yanji Wen, Qiuping Liu, Yingchun Li, Runwei Nong, Cunli Guo, Qian Yu, Hongping Zhou, Xianguo |
author_sort | Wei, Xueyan |
collection | PubMed |
description | BACKGROUND: Super-enhancer (SE) refers to a regulatory element with super transcriptional activity, which can enrich transcription factors and drive gene expression. SE-related genes play an important role in the pathogenesis of malignant tumors, including hepatocellular carcinoma (HCC). METHODS: The SE-related genes were obtained from the human super-enhancer database (SEdb). Data from the transcriptome analysis and related clinical information with HCC were obtained from The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) database. The upregulated SE-related genes from TCGA-LIHC were identified by the DESeq2R package. Multivariate Cox regression analysis was used to construct a four-gene prognostic signature. According to the median risk score, HCC patients were divided into high-risk and low-risk group patients. RESULTS: The Kaplan-Meier (KM) curve showed that a significantly worse prognosis was found for the high-risk group (P<0.001). In the TCGA-LIHC dataset, the area under the curve (AUC) values were 0.737, 0.662, and 0.667 for the model predicting overall survival (OS) over 1-, 3-, and 5- years, respectively, indicating the good prediction ability of our prediction model. This model’s prognostic value was further validated in the LIRI-JP dataset and HCC samples (n=65). Furthermore, we found that higher infiltration level of M0 macrophages and upregulated of CTLA4 and PD1 in the high-risk group, implying that immunotherapy could be effective for those patients. CONCLUSION: These results provide further evidence that the unique SE-related gene model could accurately predict the prognosis of HCC. |
format | Online Article Text |
id | pubmed-9948016 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99480162023-02-24 A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration Wei, Xueyan Zhou, Zihan Long, Meiying Lin, Qiuling Qiu, Moqin Chen, Peiqin Huang, Qiongguang Qiu, Jialin Jiang, Yanji Wen, Qiuping Liu, Yingchun Li, Runwei Nong, Cunli Guo, Qian Yu, Hongping Zhou, Xianguo Front Oncol Oncology BACKGROUND: Super-enhancer (SE) refers to a regulatory element with super transcriptional activity, which can enrich transcription factors and drive gene expression. SE-related genes play an important role in the pathogenesis of malignant tumors, including hepatocellular carcinoma (HCC). METHODS: The SE-related genes were obtained from the human super-enhancer database (SEdb). Data from the transcriptome analysis and related clinical information with HCC were obtained from The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) database. The upregulated SE-related genes from TCGA-LIHC were identified by the DESeq2R package. Multivariate Cox regression analysis was used to construct a four-gene prognostic signature. According to the median risk score, HCC patients were divided into high-risk and low-risk group patients. RESULTS: The Kaplan-Meier (KM) curve showed that a significantly worse prognosis was found for the high-risk group (P<0.001). In the TCGA-LIHC dataset, the area under the curve (AUC) values were 0.737, 0.662, and 0.667 for the model predicting overall survival (OS) over 1-, 3-, and 5- years, respectively, indicating the good prediction ability of our prediction model. This model’s prognostic value was further validated in the LIRI-JP dataset and HCC samples (n=65). Furthermore, we found that higher infiltration level of M0 macrophages and upregulated of CTLA4 and PD1 in the high-risk group, implying that immunotherapy could be effective for those patients. CONCLUSION: These results provide further evidence that the unique SE-related gene model could accurately predict the prognosis of HCC. Frontiers Media S.A. 2023-02-09 /pmc/articles/PMC9948016/ /pubmed/36845708 http://dx.doi.org/10.3389/fonc.2023.1043203 Text en Copyright © 2023 Wei, Zhou, Long, Lin, Qiu, Chen, Huang, Qiu, Jiang, Wen, Liu, Li, Nong, Guo, Yu and Zhou https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Wei, Xueyan Zhou, Zihan Long, Meiying Lin, Qiuling Qiu, Moqin Chen, Peiqin Huang, Qiongguang Qiu, Jialin Jiang, Yanji Wen, Qiuping Liu, Yingchun Li, Runwei Nong, Cunli Guo, Qian Yu, Hongping Zhou, Xianguo A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
title | A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
title_full | A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
title_fullStr | A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
title_full_unstemmed | A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
title_short | A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
title_sort | novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9948016/ https://www.ncbi.nlm.nih.gov/pubmed/36845708 http://dx.doi.org/10.3389/fonc.2023.1043203 |
work_keys_str_mv | AT weixueyan anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT zhouzihan anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT longmeiying anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT linqiuling anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT qiumoqin anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT chenpeiqin anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT huangqiongguang anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT qiujialin anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT jiangyanji anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT wenqiuping anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT liuyingchun anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT lirunwei anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT nongcunli anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT guoqian anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT yuhongping anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT zhouxianguo anovelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT weixueyan novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT zhouzihan novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT longmeiying novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT linqiuling novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT qiumoqin novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT chenpeiqin novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT huangqiongguang novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT qiujialin novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT jiangyanji novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT wenqiuping novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT liuyingchun novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT lirunwei novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT nongcunli novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT guoqian novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT yuhongping novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration AT zhouxianguo novelsignatureconstructedbysuperenhancerrelatedgenesforthepredictionofprognosisinhepatocellularcarcinomaandassociatedwithimmuneinfiltration |