The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma

Abstract Background Efforts have been made to classify Hepatocellular Carcinoma (HCC) at surgically curable stages because molecular classification, which is prognostically informative, can accurately identify patients in need of additional early therapeutic interventions. Recently, HCC classificati...

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Main Authors: Sung-Min Ahn, Farhan Haq, Inkeun Park, Jean-Charles Nault, Jessica Zucman-Rossi, Eunsil Yu
Format: Article
Language:English
Published: BMC 2018-05-01
Series:BMC Cancer
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12885-018-4192-1
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spelling doaj-ab2ed5b87c004345877eeb458099583d2020-11-25T01:05:48ZengBMCBMC Cancer1471-24072018-05-011811710.1186/s12885-018-4192-1The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinomaSung-Min Ahn0Farhan Haq1Inkeun Park2Jean-Charles Nault3Jessica Zucman-Rossi4Eunsil Yu5Department of Genome Medicine and Science, College of Medicine, Gachon UniversityDepartment of Biosciences, Cancer Genetics and Epigenetics Lab, COMSATS Institute of Information TechnologyDepartment of Genome Medicine and Science, College of Medicine, Gachon UniversityInserm, UMR-1162, Génomique Fonctionnelle des Tumeurs Solides, Équipe Labellisée Ligue Contre le CancerInserm, UMR-1162, Génomique Fonctionnelle des Tumeurs Solides, Équipe Labellisée Ligue Contre le CancerDepartment of Pathology, University of Ulsan College of Medicine, Asan Medical CenterAbstract Background Efforts have been made to classify Hepatocellular Carcinoma (HCC) at surgically curable stages because molecular classification, which is prognostically informative, can accurately identify patients in need of additional early therapeutic interventions. Recently, HCC classification based French studies on the expression of 16 genes and 5 genes were proposed. In 16-gene classification, transcriptomic signatures (G1-G6) were used to classify HCC patients into clinical, genomic and pathway-specific subgroups. In 5-gene score classification, the good or poor prognosis of HCC patients was predicted. The patient’s cohort in these studies was mainly from Caucasian and African populations. Here, we aimed to validate G1-G6 and 5-gene score signatures in 205 Korean HCC patients since genomic profiles of Korean patients are distinct from other regions. Methods Integrated analyses using whole-exome sequencing, copy number variation and clinical data was performed against these two signatures to find statistical correlations. Kaplan-Meier, univariate and multivariate COX regression analysis were performed for Disease-Specific Survival (DSS) and Recurrence-Free Survival (RFS). Results The G2 and G3 subgroups of transcriptomic signature were significantly associated with TP53 mutations while G5 and G6 subgroups were significantly associated with CTNNB1 mutations which is in concordance with original French studies. Similarly, the poor prognosis group of 5-gene score showed shorter DSS (p = 0.045) and early RFS (p = 0.023) as well as a significant association with microvascular invasion, tumor size (> 5 cm), elevated AFP levels, and RB1 mutations. However, the 5-gene score was not an independent prognostic factor for survival. Conclusion The G1-G6 and 5-gene signatures showed significant concordance between genetic profiles of Korean HCC patients and patients in original French studies. Thus, G1-G6 and 5-gene score signatures can be targeted as potential therapeutic biomarkers against HCC patients worldwide.http://link.springer.com/article/10.1186/s12885-018-4192-15-gene scoreG1-G6 subgroupsSurvivalPrognosis
collection DOAJ
language English
format Article
sources DOAJ
author Sung-Min Ahn
Farhan Haq
Inkeun Park
Jean-Charles Nault
Jessica Zucman-Rossi
Eunsil Yu
spellingShingle Sung-Min Ahn
Farhan Haq
Inkeun Park
Jean-Charles Nault
Jessica Zucman-Rossi
Eunsil Yu
The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma
BMC Cancer
5-gene score
G1-G6 subgroups
Survival
Prognosis
author_facet Sung-Min Ahn
Farhan Haq
Inkeun Park
Jean-Charles Nault
Jessica Zucman-Rossi
Eunsil Yu
author_sort Sung-Min Ahn
title The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma
title_short The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma
title_full The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma
title_fullStr The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma
title_full_unstemmed The clinical implications of G1-G6 transcriptomic signature and 5-gene score in Korean patients with hepatocellular carcinoma
title_sort clinical implications of g1-g6 transcriptomic signature and 5-gene score in korean patients with hepatocellular carcinoma
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2018-05-01
description Abstract Background Efforts have been made to classify Hepatocellular Carcinoma (HCC) at surgically curable stages because molecular classification, which is prognostically informative, can accurately identify patients in need of additional early therapeutic interventions. Recently, HCC classification based French studies on the expression of 16 genes and 5 genes were proposed. In 16-gene classification, transcriptomic signatures (G1-G6) were used to classify HCC patients into clinical, genomic and pathway-specific subgroups. In 5-gene score classification, the good or poor prognosis of HCC patients was predicted. The patient’s cohort in these studies was mainly from Caucasian and African populations. Here, we aimed to validate G1-G6 and 5-gene score signatures in 205 Korean HCC patients since genomic profiles of Korean patients are distinct from other regions. Methods Integrated analyses using whole-exome sequencing, copy number variation and clinical data was performed against these two signatures to find statistical correlations. Kaplan-Meier, univariate and multivariate COX regression analysis were performed for Disease-Specific Survival (DSS) and Recurrence-Free Survival (RFS). Results The G2 and G3 subgroups of transcriptomic signature were significantly associated with TP53 mutations while G5 and G6 subgroups were significantly associated with CTNNB1 mutations which is in concordance with original French studies. Similarly, the poor prognosis group of 5-gene score showed shorter DSS (p = 0.045) and early RFS (p = 0.023) as well as a significant association with microvascular invasion, tumor size (> 5 cm), elevated AFP levels, and RB1 mutations. However, the 5-gene score was not an independent prognostic factor for survival. Conclusion The G1-G6 and 5-gene signatures showed significant concordance between genetic profiles of Korean HCC patients and patients in original French studies. Thus, G1-G6 and 5-gene score signatures can be targeted as potential therapeutic biomarkers against HCC patients worldwide.
topic 5-gene score
G1-G6 subgroups
Survival
Prognosis
url http://link.springer.com/article/10.1186/s12885-018-4192-1
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