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Multiomics study of nonalcoholic fatty liver disease

Nonalcoholic fatty liver (NAFL) and its sequelae are growing health problems. We performed a genome-wide association study of NAFL, cirrhosis and hepatocellular carcinoma, and integrated the findings with expression and proteomic data. For NAFL, we utilized 9,491 clinical cases and proton density fa...

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Autores principales: Sveinbjornsson, Gardar, Ulfarsson, Magnus O., Thorolfsdottir, Rosa B., Jonsson, Benedikt A., Einarsson, Eythor, Gunnlaugsson, Gylfi, Rognvaldsson, Solvi, Arnar, David O., Baldvinsson, Magnus, Bjarnason, Ragnar G., Eiriksdottir, Thjodbjorg, Erikstrup, Christian, Ferkingstad, Egil, Halldorsson, Gisli H., Helgason, Hannes, Helgadottir, Anna, Hindhede, Lotte, Hjorleifsson, Grimur, Jones, David, Knowlton, Kirk U., Lund, Sigrun H., Melsted, Pall, Norland, Kristjan, Olafsson, Isleifur, Olafsson, Sigurdur, Oskarsson, Gudjon R., Ostrowski, Sisse Rye, Pedersen, Ole Birger, Snaebjarnarson, Auðunn S., Sigurdsson, Emil, Steinthorsdottir, Valgerdur, Schwinn, Michael, Thorgeirsson, Gudmundur, Thorleifsson, Gudmar, Jonsdottir, Ingileif, Bundgaard, Henning, Nadauld, Lincoln, Bjornsson, Einar S., Rulifson, Ingrid C., Rafnar, Thorunn, Norddahl, Gudmundur L., Thorsteinsdottir, Unnur, Sulem, Patrick, Gudbjartsson, Daniel F., Holm, Hilma, Stefansson, Kari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649432/
https://www.ncbi.nlm.nih.gov/pubmed/36280732
http://dx.doi.org/10.1038/s41588-022-01199-5
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author Sveinbjornsson, Gardar
Ulfarsson, Magnus O.
Thorolfsdottir, Rosa B.
Jonsson, Benedikt A.
Einarsson, Eythor
Gunnlaugsson, Gylfi
Rognvaldsson, Solvi
Arnar, David O.
Baldvinsson, Magnus
Bjarnason, Ragnar G.
Eiriksdottir, Thjodbjorg
Erikstrup, Christian
Ferkingstad, Egil
Halldorsson, Gisli H.
Helgason, Hannes
Helgadottir, Anna
Hindhede, Lotte
Hjorleifsson, Grimur
Jones, David
Knowlton, Kirk U.
Lund, Sigrun H.
Melsted, Pall
Norland, Kristjan
Olafsson, Isleifur
Olafsson, Sigurdur
Oskarsson, Gudjon R.
Ostrowski, Sisse Rye
Pedersen, Ole Birger
Snaebjarnarson, Auðunn S.
Sigurdsson, Emil
Steinthorsdottir, Valgerdur
Schwinn, Michael
Thorgeirsson, Gudmundur
Thorleifsson, Gudmar
Jonsdottir, Ingileif
Bundgaard, Henning
Nadauld, Lincoln
Bjornsson, Einar S.
Rulifson, Ingrid C.
Rafnar, Thorunn
Norddahl, Gudmundur L.
Thorsteinsdottir, Unnur
Sulem, Patrick
Gudbjartsson, Daniel F.
Holm, Hilma
Stefansson, Kari
author_facet Sveinbjornsson, Gardar
Ulfarsson, Magnus O.
Thorolfsdottir, Rosa B.
Jonsson, Benedikt A.
Einarsson, Eythor
Gunnlaugsson, Gylfi
Rognvaldsson, Solvi
Arnar, David O.
Baldvinsson, Magnus
Bjarnason, Ragnar G.
Eiriksdottir, Thjodbjorg
Erikstrup, Christian
Ferkingstad, Egil
Halldorsson, Gisli H.
Helgason, Hannes
Helgadottir, Anna
Hindhede, Lotte
Hjorleifsson, Grimur
Jones, David
Knowlton, Kirk U.
Lund, Sigrun H.
Melsted, Pall
Norland, Kristjan
Olafsson, Isleifur
Olafsson, Sigurdur
Oskarsson, Gudjon R.
Ostrowski, Sisse Rye
Pedersen, Ole Birger
Snaebjarnarson, Auðunn S.
Sigurdsson, Emil
Steinthorsdottir, Valgerdur
Schwinn, Michael
Thorgeirsson, Gudmundur
Thorleifsson, Gudmar
Jonsdottir, Ingileif
Bundgaard, Henning
Nadauld, Lincoln
Bjornsson, Einar S.
Rulifson, Ingrid C.
Rafnar, Thorunn
Norddahl, Gudmundur L.
Thorsteinsdottir, Unnur
Sulem, Patrick
Gudbjartsson, Daniel F.
Holm, Hilma
Stefansson, Kari
author_sort Sveinbjornsson, Gardar
collection PubMed
description Nonalcoholic fatty liver (NAFL) and its sequelae are growing health problems. We performed a genome-wide association study of NAFL, cirrhosis and hepatocellular carcinoma, and integrated the findings with expression and proteomic data. For NAFL, we utilized 9,491 clinical cases and proton density fat fraction extracted from 36,116 liver magnetic resonance images. We identified 18 sequence variants associated with NAFL and 4 with cirrhosis, and found rare, protective, predicted loss-of-function variants in MTARC1 and GPAM, underscoring them as potential drug targets. We leveraged messenger RNA expression, splicing and predicted coding effects to identify 16 putative causal genes, of which many are implicated in lipid metabolism. We analyzed levels of 4,907 plasma proteins in 35,559 Icelanders and 1,459 proteins in 47,151 UK Biobank participants, identifying multiple proteins involved in disease pathogenesis. We show that proteomics can discriminate between NAFL and cirrhosis. The present study provides insights into the development of noninvasive evaluation of NAFL and new therapeutic options.
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spelling pubmed-96494322022-11-15 Multiomics study of nonalcoholic fatty liver disease Sveinbjornsson, Gardar Ulfarsson, Magnus O. Thorolfsdottir, Rosa B. Jonsson, Benedikt A. Einarsson, Eythor Gunnlaugsson, Gylfi Rognvaldsson, Solvi Arnar, David O. Baldvinsson, Magnus Bjarnason, Ragnar G. Eiriksdottir, Thjodbjorg Erikstrup, Christian Ferkingstad, Egil Halldorsson, Gisli H. Helgason, Hannes Helgadottir, Anna Hindhede, Lotte Hjorleifsson, Grimur Jones, David Knowlton, Kirk U. Lund, Sigrun H. Melsted, Pall Norland, Kristjan Olafsson, Isleifur Olafsson, Sigurdur Oskarsson, Gudjon R. Ostrowski, Sisse Rye Pedersen, Ole Birger Snaebjarnarson, Auðunn S. Sigurdsson, Emil Steinthorsdottir, Valgerdur Schwinn, Michael Thorgeirsson, Gudmundur Thorleifsson, Gudmar Jonsdottir, Ingileif Bundgaard, Henning Nadauld, Lincoln Bjornsson, Einar S. Rulifson, Ingrid C. Rafnar, Thorunn Norddahl, Gudmundur L. Thorsteinsdottir, Unnur Sulem, Patrick Gudbjartsson, Daniel F. Holm, Hilma Stefansson, Kari Nat Genet Article Nonalcoholic fatty liver (NAFL) and its sequelae are growing health problems. We performed a genome-wide association study of NAFL, cirrhosis and hepatocellular carcinoma, and integrated the findings with expression and proteomic data. For NAFL, we utilized 9,491 clinical cases and proton density fat fraction extracted from 36,116 liver magnetic resonance images. We identified 18 sequence variants associated with NAFL and 4 with cirrhosis, and found rare, protective, predicted loss-of-function variants in MTARC1 and GPAM, underscoring them as potential drug targets. We leveraged messenger RNA expression, splicing and predicted coding effects to identify 16 putative causal genes, of which many are implicated in lipid metabolism. We analyzed levels of 4,907 plasma proteins in 35,559 Icelanders and 1,459 proteins in 47,151 UK Biobank participants, identifying multiple proteins involved in disease pathogenesis. We show that proteomics can discriminate between NAFL and cirrhosis. The present study provides insights into the development of noninvasive evaluation of NAFL and new therapeutic options. Nature Publishing Group US 2022-10-24 2022 /pmc/articles/PMC9649432/ /pubmed/36280732 http://dx.doi.org/10.1038/s41588-022-01199-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sveinbjornsson, Gardar
Ulfarsson, Magnus O.
Thorolfsdottir, Rosa B.
Jonsson, Benedikt A.
Einarsson, Eythor
Gunnlaugsson, Gylfi
Rognvaldsson, Solvi
Arnar, David O.
Baldvinsson, Magnus
Bjarnason, Ragnar G.
Eiriksdottir, Thjodbjorg
Erikstrup, Christian
Ferkingstad, Egil
Halldorsson, Gisli H.
Helgason, Hannes
Helgadottir, Anna
Hindhede, Lotte
Hjorleifsson, Grimur
Jones, David
Knowlton, Kirk U.
Lund, Sigrun H.
Melsted, Pall
Norland, Kristjan
Olafsson, Isleifur
Olafsson, Sigurdur
Oskarsson, Gudjon R.
Ostrowski, Sisse Rye
Pedersen, Ole Birger
Snaebjarnarson, Auðunn S.
Sigurdsson, Emil
Steinthorsdottir, Valgerdur
Schwinn, Michael
Thorgeirsson, Gudmundur
Thorleifsson, Gudmar
Jonsdottir, Ingileif
Bundgaard, Henning
Nadauld, Lincoln
Bjornsson, Einar S.
Rulifson, Ingrid C.
Rafnar, Thorunn
Norddahl, Gudmundur L.
Thorsteinsdottir, Unnur
Sulem, Patrick
Gudbjartsson, Daniel F.
Holm, Hilma
Stefansson, Kari
Multiomics study of nonalcoholic fatty liver disease
title Multiomics study of nonalcoholic fatty liver disease
title_full Multiomics study of nonalcoholic fatty liver disease
title_fullStr Multiomics study of nonalcoholic fatty liver disease
title_full_unstemmed Multiomics study of nonalcoholic fatty liver disease
title_short Multiomics study of nonalcoholic fatty liver disease
title_sort multiomics study of nonalcoholic fatty liver disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649432/
https://www.ncbi.nlm.nih.gov/pubmed/36280732
http://dx.doi.org/10.1038/s41588-022-01199-5
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