Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity

Abstract The genesis of hepatocellular carcinoma (HCC) is closely related to male factors and hyper-activated Ras signals. A transcriptomic database was established via RNA-Seq of HCC (T) and the adjacent precancerous liver tissue (P) of Hras12V transgenic mice (Ras-Tg, HCC model) and the normal liv...

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Main Authors: Huaiyuan Di, Zhuona Rong, Nan Mao, Huiling Li, Jun Chen, Renwu Liu, Aiguo Wang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Cancer
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Online Access:https://doi.org/10.1186/s12885-025-13476-7
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author Huaiyuan Di
Zhuona Rong
Nan Mao
Huiling Li
Jun Chen
Renwu Liu
Aiguo Wang
author_facet Huaiyuan Di
Zhuona Rong
Nan Mao
Huiling Li
Jun Chen
Renwu Liu
Aiguo Wang
author_sort Huaiyuan Di
collection DOAJ
description Abstract The genesis of hepatocellular carcinoma (HCC) is closely related to male factors and hyper-activated Ras signals. A transcriptomic database was established via RNA-Seq of HCC (T) and the adjacent precancerous liver tissue (P) of Hras12V transgenic mice (Ras-Tg, HCC model) and the normal liver tissue of wild-type mice (W) of both sexes. Comparative analysis within W, P, and T and correlation expression pattern analysis revealed common/unique cluster-enriched items towards HCC between the sexes. Specifically, the numbers of differentially expressed genes (DEGs) were much higher in females than in males, and tumor suppressor genes, such as p21 Waf1/Cip1 and C6, were significantly higher in the female P. This finding denotes the higher sensitivity of female hepatocytes to the Ras oncogene and, therefore, the difficulty in developing HCC. Moreover, convergence in HCC between the sexes suggests the underlying mechanisms for the ineffectiveness of sex hormone therapies. Additionally, expression pattern analysis revealed that the DEGs and their relevant pathways were either positively or negatively associated with the HCC/Ras oncogene. Among them, the vital role of glutathione metabolism in HCC was established. This work provides a basis for future research on elucidating the underlying mechanisms, selecting the diagnostic biomarker, and planning the clinical therapy in HCC.
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series BMC Cancer
spelling doaj-art-097c3eb6e9ae4a879a79b4ae6113854f2025-01-19T12:26:43ZengBMCBMC Cancer1471-24072025-01-0125111610.1186/s12885-025-13476-7Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparityHuaiyuan Di0Zhuona Rong1Nan Mao2Huiling Li3Jun Chen4Renwu Liu5Aiguo Wang6Department of Comparative Medicine, Laboratory Animal Center, Dalian Medical UniversityDepartment of Comparative Medicine, Laboratory Animal Center, Dalian Medical UniversityDepartment of Comparative Medicine, Laboratory Animal Center, Dalian Medical UniversityDepartment of Comparative Medicine, Laboratory Animal Center, Dalian Medical UniversityDepartment of Comparative Medicine, Laboratory Animal Center, Dalian Medical UniversityCentral Hospital of Dalian, University of TechnologyDepartment of Comparative Medicine, Laboratory Animal Center, Dalian Medical UniversityAbstract The genesis of hepatocellular carcinoma (HCC) is closely related to male factors and hyper-activated Ras signals. A transcriptomic database was established via RNA-Seq of HCC (T) and the adjacent precancerous liver tissue (P) of Hras12V transgenic mice (Ras-Tg, HCC model) and the normal liver tissue of wild-type mice (W) of both sexes. Comparative analysis within W, P, and T and correlation expression pattern analysis revealed common/unique cluster-enriched items towards HCC between the sexes. Specifically, the numbers of differentially expressed genes (DEGs) were much higher in females than in males, and tumor suppressor genes, such as p21 Waf1/Cip1 and C6, were significantly higher in the female P. This finding denotes the higher sensitivity of female hepatocytes to the Ras oncogene and, therefore, the difficulty in developing HCC. Moreover, convergence in HCC between the sexes suggests the underlying mechanisms for the ineffectiveness of sex hormone therapies. Additionally, expression pattern analysis revealed that the DEGs and their relevant pathways were either positively or negatively associated with the HCC/Ras oncogene. Among them, the vital role of glutathione metabolism in HCC was established. This work provides a basis for future research on elucidating the underlying mechanisms, selecting the diagnostic biomarker, and planning the clinical therapy in HCC.https://doi.org/10.1186/s12885-025-13476-7Hepatocellular carcinomaTranscriptomeRas oncogeneSex disparity
spellingShingle Huaiyuan Di
Zhuona Rong
Nan Mao
Huiling Li
Jun Chen
Renwu Liu
Aiguo Wang
Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity
BMC Cancer
Hepatocellular carcinoma
Transcriptome
Ras oncogene
Sex disparity
title Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity
title_full Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity
title_fullStr Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity
title_full_unstemmed Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity
title_short Transcriptomic landscape of Hras12V oncogene-induced hepatocarcinogenesis with gender disparity
title_sort transcriptomic landscape of hras12v oncogene induced hepatocarcinogenesis with gender disparity
topic Hepatocellular carcinoma
Transcriptome
Ras oncogene
Sex disparity
url https://doi.org/10.1186/s12885-025-13476-7
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AT zhuonarong transcriptomiclandscapeofhras12voncogeneinducedhepatocarcinogenesiswithgenderdisparity
AT nanmao transcriptomiclandscapeofhras12voncogeneinducedhepatocarcinogenesiswithgenderdisparity
AT huilingli transcriptomiclandscapeofhras12voncogeneinducedhepatocarcinogenesiswithgenderdisparity
AT junchen transcriptomiclandscapeofhras12voncogeneinducedhepatocarcinogenesiswithgenderdisparity
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