Non-invasive stratification of hepatocellular carcinoma risk in non-alcoholic fatty liver using polygenic risk scores.


Journal

Journal of hepatology
ISSN: 1600-0641
Titre abrégé: J Hepatol
Pays: Netherlands
ID NLM: 8503886

Informations de publication

Date de publication:
04 2021
Historique:
received: 29 06 2020
revised: 11 11 2020
accepted: 16 11 2020
pubmed: 29 11 2020
medline: 29 1 2022
entrez: 28 11 2020
Statut: ppublish

Résumé

Hepatocellular carcinoma (HCC) risk stratification in individuals with dysmetabolism is a major unmet need. Genetic predisposition contributes to non-alcoholic fatty liver disease (NAFLD). We aimed to exploit robust polygenic risk scores (PRS) that can be evaluated in the clinic to gain insight into the causal relationship between NAFLD and HCC, and to improve HCC risk stratification. We examined at-risk individuals (NAFLD cohort, n = 2,566; 226 with HCC; and a replication cohort of 427 German patients with NAFLD) and the general population (UK Biobank [UKBB] cohort, n = 364,048; 202 with HCC). Variants in PNPLA3-TM6SF2-GCKR-MBOAT7 were combined in a hepatic fat PRS (PRS-HFC), and then adjusted for HSD17B13 (PRS-5). In the NAFLD cohort, the adjusted impact of genetic risk variants on HCC was proportional to the predisposition to fatty liver (p = 0.002) with some heterogeneity in the effect. PRS predicted HCC more robustly than single variants (p <10 Our results are consistent with a causal relationship between hepatic fat and HCC. PRS improved the accuracy of HCC detection and may help stratify HCC risk in individuals with dysmetabolism, including those without severe liver fibrosis. Further studies are needed to validate our findings. By analyzing variations in genes that contribute to fatty liver disease, we developed two risk scores to help predict liver cancer in individuals with obesity-related metabolic complications. These risk scores can be easily tested in the clinic. We showed that the risk scores helped to identify the risk of liver cancer both in high-risk individuals and in the general population.

Sections du résumé

BACKGROUND & AIMS
Hepatocellular carcinoma (HCC) risk stratification in individuals with dysmetabolism is a major unmet need. Genetic predisposition contributes to non-alcoholic fatty liver disease (NAFLD). We aimed to exploit robust polygenic risk scores (PRS) that can be evaluated in the clinic to gain insight into the causal relationship between NAFLD and HCC, and to improve HCC risk stratification.
METHODS
We examined at-risk individuals (NAFLD cohort, n = 2,566; 226 with HCC; and a replication cohort of 427 German patients with NAFLD) and the general population (UK Biobank [UKBB] cohort, n = 364,048; 202 with HCC). Variants in PNPLA3-TM6SF2-GCKR-MBOAT7 were combined in a hepatic fat PRS (PRS-HFC), and then adjusted for HSD17B13 (PRS-5).
RESULTS
In the NAFLD cohort, the adjusted impact of genetic risk variants on HCC was proportional to the predisposition to fatty liver (p = 0.002) with some heterogeneity in the effect. PRS predicted HCC more robustly than single variants (p <10
CONCLUSIONS
Our results are consistent with a causal relationship between hepatic fat and HCC. PRS improved the accuracy of HCC detection and may help stratify HCC risk in individuals with dysmetabolism, including those without severe liver fibrosis. Further studies are needed to validate our findings.
LAY SUMMARY
By analyzing variations in genes that contribute to fatty liver disease, we developed two risk scores to help predict liver cancer in individuals with obesity-related metabolic complications. These risk scores can be easily tested in the clinic. We showed that the risk scores helped to identify the risk of liver cancer both in high-risk individuals and in the general population.

Identifiants

pubmed: 33248170
pii: S0168-8278(20)33811-3
doi: 10.1016/j.jhep.2020.11.024
pmc: PMC7987554
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

775-782

Subventions

Organisme : Medical Research Council
ID : MC_PC_17228
Pays : United Kingdom
Organisme : Cancer Research UK
ID : 26813
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C18342/A23390
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C9380/A26813
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C9380/A18084
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_QA137853
Pays : United Kingdom

Commentaires et corrections

Type : CommentIn
Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2020 European Association for the Study of the Liver. Published by Elsevier B.V. All rights reserved.

Déclaration de conflit d'intérêts

Conflict of interest The authors declare that they have no conflict of interest relevant to the present study. SR has served as a consultant for AstraZeneca, Celgene, Sanofi, Amgen, Akcea Therapeutics, Camp4, AMbys, Medacorp and Pfizer in the past 5 years, and received research grants from AstraZeneca, Sanofi and Amgen. LV has received speaking fees from MSD, Gilead, AlfaSigma and AbbVie, served as a consultant for Gilead, Pfizer, Astra Zeneca, Novo Nordisk, Intercept, Diatech Pharmacogenetics and Ionis Pharmaceuticals, and received research grants from Gilead. Please refer to the accompanying ICMJE disclosure forms for further details.

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Auteurs

Cristiana Bianco (C)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Oveis Jamialahmadi (O)

Department of Clinical and Molecular Medicine, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden.

Serena Pelusi (S)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy.

Guido Baselli (G)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Paola Dongiovanni (P)

General Medicine and Metabolic Diseases, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Irene Zanoni (I)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Luigi Santoro (L)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Silvia Maier (S)

Clinic of Internal Medicine - Liver Unit, Department of Medical Area (DAME), Università degli Studi di Udine, Udine, Italy.

Antonio Liguori (A)

Department of Internal Medicine, Fondazione Policlinico A. Gemelli, Università Cattolica di Roma, Rome, Italy.

Marica Meroni (M)

General Medicine and Metabolic Diseases, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Vittorio Borroni (V)

Unit of Medicine, ASST Valle Olona, Ospedale di Gallarate, Varese, Italy.

Roberta D'Ambrosio (R)

Division of Gastroenterology and Hepatology, CRC "A.M. and A. Migliavacca" Center for Liver Disease, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Rocco Spagnuolo (R)

Department of Clinical and Molecular Medicine, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden.

Anna Alisi (A)

Research Unit of Molecular Genetics of Complex Phenotypes, IRCCS Ospedale Bambino Gesù, Rome, Italy.

Alessandro Federico (A)

Division of Hepatogastroenterology, Deparment of Precision Medicine, Università della Campania "Luigi Vanvitelli", Naples, Italy.

Elisabetta Bugianesi (E)

Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, Università di Torino, Turin, Italy.

Salvatore Petta (S)

Gastroenterology and Hepatology, PROMISE, Università di Palermo, Palermo, Italy.

Luca Miele (L)

Department of Internal Medicine, Fondazione Policlinico A. Gemelli, Università Cattolica di Roma, Rome, Italy.

Umberto Vespasiani-Gentilucci (U)

Department of Hepatology, University Campus Bio-Medico di Roma, Rome, Italy.

Quentin M Anstee (QM)

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.

Felix Stickel (F)

Department of Gastroenterology and Hepatology, University Hospital of Zürich, Switzerland.

Jochen Hampe (J)

Medical Department 1, University Hospital Dresden, TU Dresden, Germany.

Janett Fischer (J)

Division of Hepatology, Department of Medicine II, Leipzig University Medical Center, Laboratory for Clinical and Experimental Hepatology, Leipzig, Germany.

Thomas Berg (T)

Division of Hepatology, Department of Medicine II, Leipzig University Medical Center, Laboratory for Clinical and Experimental Hepatology, Leipzig, Germany.

Anna Ludovica Fracanzani (AL)

Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy; General Medicine and Metabolic Diseases, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Giorgio Soardo (G)

Clinic of Internal Medicine - Liver Unit, Department of Medical Area (DAME), Università degli Studi di Udine, Udine, Italy; Italian Liver Foundation, Area Science Park, Basovizza Campus, Trieste, Italy.

Helen Reeves (H)

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.

Daniele Prati (D)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Stefano Romeo (S)

Department of Clinical and Molecular Medicine, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden; Clinical Nutrition Unit, Department of Medical and Surgical Science, University Magna Graecia, Catanzaro, Italy. Electronic address: stefano.romeo@wlab.gu.se.

Luca Valenti (L)

Translational Medicine - Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy. Electronic address: luca.valenti@unimi.it.

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