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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Main Authors: Binghua Li, Tiancheng Xu, Chaohui Liu, Gang Meng, Yuchen Sun, Liyuan Qian, Shaohe Wang, Jiwu Wei, Decai Yu, Yitao Ding
Format: Article
Language:English
Published: Nature Publishing Group 2018-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-018-29237-5
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spelling doaj-1e35f36050414beca04fbfcf892b677e2020-12-08T04:39:08ZengNature Publishing GroupScientific Reports2045-23222018-07-018111310.1038/s41598-018-29237-5Liver-enriched Genes are Associated with the Prognosis of Patients with Hepatocellular CarcinomaBinghua Li0Tiancheng Xu1Chaohui Liu2Gang Meng3Yuchen Sun4Liyuan Qian5Shaohe Wang6Jiwu Wei7Decai Yu8Yitao Ding9Department of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityDepartment of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityJiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing UniversityJiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing UniversityDepartment of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityDepartment of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityDepartment of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityJiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing UniversityDepartment of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityDepartment of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital, Medical School of Nanjing UniversityAbstract 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.https://doi.org/10.1038/s41598-018-29237-5
collection DOAJ
language English
format Article
sources DOAJ
author Binghua Li
Tiancheng Xu
Chaohui Liu
Gang Meng
Yuchen Sun
Liyuan Qian
Shaohe Wang
Jiwu Wei
Decai Yu
Yitao Ding
spellingShingle 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
Scientific Reports
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 Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2018-07-01
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.
url https://doi.org/10.1038/s41598-018-29237-5
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