Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma

Abstract Tissue-enriched genes are highly expressed in one particular tissue type and represent distinct physiological processes. The dynamic profile of tissue-enriched genes during tumorigenesis and progression remains largely unstudied. Here, we identified tissue-enriched genes from 12 tissue type...

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Autores principales: Binghua Li, Tiancheng Xu, Chaohui Liu, Gang Meng, Yuchen Sun, Liyuan Qian, Shaohe Wang, Jiwu Wei, Decai Yu, Yitao Ding
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Publicado: Nature Portfolio 2018
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spelling oai:doaj.org-article:1e35f36050414beca04fbfcf892b677e2021-12-02T15:08:38ZLiver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma10.1038/s41598-018-29237-52045-2322https://doaj.org/article/1e35f36050414beca04fbfcf892b677e2018-07-01T00:00:00Zhttps://doi.org/10.1038/s41598-018-29237-5https://doaj.org/toc/2045-2322Abstract Tissue-enriched genes are highly expressed in one particular tissue type and represent distinct physiological processes. The dynamic profile of tissue-enriched genes during tumorigenesis and progression remains largely unstudied. Here, we identified tissue-enriched genes from 12 tissue types based on RNA sequencing data from the Cancer Genome Atlas (TCGA), and found that the liver had the largest number of such genes among the 12 tissue types. The characteristics of liver-enriched genes were further investigated. Most liver-enriched genes were downregulated and metabolism-related genes, which were associated with pathological stage and dedifferentiation in patients with hepatocellular carcinoma (HCC). Hypermethylation might be a mechanism underlying the downregulation of liver-enriched genes. We constructed a liver-enriched gene set and demonstrated that it is associated with the prognosis of the patients with HCC both in the TCGA cohort and the Gene Expression Omnibus (GEO) datasets. Moreover, we discovered that the degree of the dissimilarity between tumors and normal tissues was correlated with the prognosis of patients with HCC and the biological behaviours of the tumors. These results will help identify prognostic biomarkers of patients with HCC, and enhance our understanding of the molecular mechanisms of hepatocarcinogenesis and progression.Binghua LiTiancheng XuChaohui LiuGang MengYuchen SunLiyuan QianShaohe WangJiwu WeiDecai YuYitao DingNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 8, Iss 1, Pp 1-13 (2018)
institution DOAJ
collection DOAJ
language EN
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Binghua Li
Tiancheng Xu
Chaohui Liu
Gang Meng
Yuchen Sun
Liyuan Qian
Shaohe Wang
Jiwu Wei
Decai Yu
Yitao Ding
Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma
description Abstract Tissue-enriched genes are highly expressed in one particular tissue type and represent distinct physiological processes. The dynamic profile of tissue-enriched genes during tumorigenesis and progression remains largely unstudied. Here, we identified tissue-enriched genes from 12 tissue types based on RNA sequencing data from the Cancer Genome Atlas (TCGA), and found that the liver had the largest number of such genes among the 12 tissue types. The characteristics of liver-enriched genes were further investigated. Most liver-enriched genes were downregulated and metabolism-related genes, which were associated with pathological stage and dedifferentiation in patients with hepatocellular carcinoma (HCC). Hypermethylation might be a mechanism underlying the downregulation of liver-enriched genes. We constructed a liver-enriched gene set and demonstrated that it is associated with the prognosis of the patients with HCC both in the TCGA cohort and the Gene Expression Omnibus (GEO) datasets. Moreover, we discovered that the degree of the dissimilarity between tumors and normal tissues was correlated with the prognosis of patients with HCC and the biological behaviours of the tumors. These results will help identify prognostic biomarkers of patients with HCC, and enhance our understanding of the molecular mechanisms of hepatocarcinogenesis and progression.
format article
author Binghua Li
Tiancheng Xu
Chaohui Liu
Gang Meng
Yuchen Sun
Liyuan Qian
Shaohe Wang
Jiwu Wei
Decai Yu
Yitao Ding
author_facet Binghua Li
Tiancheng Xu
Chaohui Liu
Gang Meng
Yuchen Sun
Liyuan Qian
Shaohe Wang
Jiwu Wei
Decai Yu
Yitao Ding
author_sort Binghua Li
title Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma
title_short Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma
title_full Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma
title_fullStr Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma
title_full_unstemmed Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular Carcinoma
title_sort liver-enriched genes are associated with the prognosis of patients with hepatocellular carcinoma
publisher Nature Portfolio
publishDate 2018
url https://doaj.org/article/1e35f36050414beca04fbfcf892b677e
work_keys_str_mv AT binghuali liverenrichedgenesareassociatedwiththeprognosisofpatientswithhepatocellularcarcinoma
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AT gangmeng liverenrichedgenesareassociatedwiththeprognosisofpatientswithhepatocellularcarcinoma
AT yuchensun liverenrichedgenesareassociatedwiththeprognosisofpatientswithhepatocellularcarcinoma
AT liyuanqian liverenrichedgenesareassociatedwiththeprognosisofpatientswithhepatocellularcarcinoma
AT shaohewang liverenrichedgenesareassociatedwiththeprognosisofpatientswithhepatocellularcarcinoma
AT jiwuwei liverenrichedgenesareassociatedwiththeprognosisofpatientswithhepatocellularcarcinoma
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