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Abstract
Nonalcoholic fatty liver disease (NAFLD) is a rising cause of hepatocellular carcinoma (HCC). We examined whether inherited pathogenic variants in candidate genes (n = 181) were enriched in patients with NAFLD-HCC. To this end, we resequenced peripheral blood DNA of 142 NAFLD-HCC, 59 NAFLD with advanced fibrosis, and 50 controls, and considered 404 healthy individuals from 1000 G. Pathogenic variants were defined according to ClinVar, likely pathogenic as rare variants predicted to alter protein activity. In NAFLD-HCC patients, we detected an enrichment in pathogenic (p = 0.024), and likely pathogenic variants (p = 1.9*10−6), particularly in APOB (p = 0.047). APOB variants were associated with lower circulating triglycerides and higher HDL cholesterol (p < 0.01). A genetic risk score predicted NAFLD-HCC (OR 4.96, 3.29–7.55; p = 5.1*10−16), outperforming the diagnostic accuracy of common genetic risk variants, and of clinical risk factors (p < 0.05). In conclusion, rare pathogenic variants in genes involved in liver disease and cancer predisposition are associated with NAFLD-HCC development.
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1 Università degli Studi di Milano, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Milan, Italy; Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Internal Medicine and Metabolic Diseases, Milan, Italy (GRID:grid.414818.0) (ISNI:0000 0004 1757 8749); Department of Transfusion Medicine and Hepatology, Translational Medicine, Milan, Italy (GRID:grid.414818.0)
2 Università degli Studi di Milano, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Milan, Italy (GRID:grid.414818.0)
3 Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Internal Medicine and Metabolic Diseases, Milan, Italy (GRID:grid.414818.0) (ISNI:0000 0004 1757 8749)
4 The Medical School, Newcastle University, Northern Institute for Cancer Research, Newcastle upon Tyne, UK (GRID:grid.1006.7) (ISNI:0000 0001 0462 7212)
5 Università degli Studi di Milano, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Milan, Italy (GRID:grid.1006.7)
6 Università degli Studi di Milano, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Milan, Italy (GRID:grid.1006.7); Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Internal Medicine and Metabolic Diseases, Milan, Italy (GRID:grid.414818.0) (ISNI:0000 0004 1757 8749)
7 University of Turin, Department of Surgical Sciences, Liver Transplantation Center, Turin, Italy (GRID:grid.7605.4) (ISNI:0000 0001 2336 6580)
8 University of Palermo, Section of Gastroenterology, DIBIMIS, Palermo, Italy (GRID:grid.10776.37) (ISNI:0000 0004 1762 5517)
9 Catholic University of Rome, Internal Medicine and Gastroenterology Area, Fondazione Policlinico Universitario A. Gemelli, Rome, Italy (GRID:grid.8142.f) (ISNI:0000 0001 0941 3192)
10 University of Udine, Clinic of Internal Medicine-Liver Unit, Department of Experimental and Clinical Medical Sciences, Udine, Italy (GRID:grid.5390.f) (ISNI:0000 0001 2113 062X)
11 University of Torino, Division of Gastroenterology, Department of Medical Sciences, Torino, Italy (GRID:grid.7605.4) (ISNI:0000 0001 2336 6580)
12 Università degli Studi di Milano, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Milan, Italy (GRID:grid.7605.4); Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Internal Medicine and Metabolic Diseases, Milan, Italy (GRID:grid.414818.0) (ISNI:0000 0004 1757 8749)
13 Humanitas Research Hospital and Humanitas University, Division of Gastroenterology and Hepatology Unit, Rozzano (MI), Italy (GRID:grid.414818.0)
14 Università degli Studi di Milano, “A.M. e A. Migliavacca” Center for the Study of Liver Disease, Division of Gastroenterology and Hepatology, Fondazione IRCCS Ca’ Granda - Ospedale Maggiore Policlinico, Milano, Italy (GRID:grid.4708.b) (ISNI:0000 0004 1757 2822)
15 University of Texas Southwestern Medical Center, McDermott Center for Human Growth and Development, Dallas, USA (GRID:grid.267313.2) (ISNI:0000 0000 9482 7121)
16 University of Gothenburg, Sahlgrenska Center for Cardiovascular and Metabolic Research, Wallenberg Laboratory, Cardiology Department, Gothenburg, Sweden (GRID:grid.8761.8) (ISNI:0000 0000 9919 9582); Magna Graecia University, Clinical Nutrition Unit, Department of Medical and Surgical Sciences, Catanzaro, Italy (GRID:grid.411489.1) (ISNI:0000 0001 2168 2547)
17 Istituto Nazionale di Genetica Molecolare (INGM), Romeo ed Enrica Invernizzi, Bioinformatic group, Milan, Italy (GRID:grid.428717.f) (ISNI:0000 0004 1802 9805)
18 The Medical School, Newcastle University, Northern Institute for Cancer Research, Newcastle upon Tyne, UK (GRID:grid.1006.7) (ISNI:0000 0001 0462 7212); Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK (GRID:grid.1006.7)
19 Università degli Studi di Milano, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Milan, Italy (GRID:grid.1006.7); Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Internal Medicine and Metabolic Diseases, Milan, Italy (GRID:grid.414818.0) (ISNI:0000 0004 1757 8749); Department of Transfusion Medicine and Hepatology, Translational Medicine, Milan, Italy (GRID:grid.414818.0)