Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784827795414712320 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9649432 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sveinbjornssongardar multiomicsstudyofnonalcoholicfattyliverdisease AT ulfarssonmagnuso multiomicsstudyofnonalcoholicfattyliverdisease AT thorolfsdottirrosab multiomicsstudyofnonalcoholicfattyliverdisease AT jonssonbenedikta multiomicsstudyofnonalcoholicfattyliverdisease AT einarssoneythor multiomicsstudyofnonalcoholicfattyliverdisease AT gunnlaugssongylfi multiomicsstudyofnonalcoholicfattyliverdisease AT rognvaldssonsolvi multiomicsstudyofnonalcoholicfattyliverdisease AT arnardavido multiomicsstudyofnonalcoholicfattyliverdisease AT baldvinssonmagnus multiomicsstudyofnonalcoholicfattyliverdisease AT bjarnasonragnarg multiomicsstudyofnonalcoholicfattyliverdisease AT multiomicsstudyofnonalcoholicfattyliverdisease AT eiriksdottirthjodbjorg multiomicsstudyofnonalcoholicfattyliverdisease AT erikstrupchristian multiomicsstudyofnonalcoholicfattyliverdisease AT ferkingstadegil multiomicsstudyofnonalcoholicfattyliverdisease AT halldorssongislih multiomicsstudyofnonalcoholicfattyliverdisease AT helgasonhannes multiomicsstudyofnonalcoholicfattyliverdisease AT helgadottiranna multiomicsstudyofnonalcoholicfattyliverdisease AT hindhedelotte multiomicsstudyofnonalcoholicfattyliverdisease AT hjorleifssongrimur multiomicsstudyofnonalcoholicfattyliverdisease AT jonesdavid multiomicsstudyofnonalcoholicfattyliverdisease AT knowltonkirku multiomicsstudyofnonalcoholicfattyliverdisease AT lundsigrunh multiomicsstudyofnonalcoholicfattyliverdisease AT melstedpall multiomicsstudyofnonalcoholicfattyliverdisease AT norlandkristjan multiomicsstudyofnonalcoholicfattyliverdisease AT olafssonisleifur multiomicsstudyofnonalcoholicfattyliverdisease AT olafssonsigurdur multiomicsstudyofnonalcoholicfattyliverdisease AT oskarssongudjonr multiomicsstudyofnonalcoholicfattyliverdisease AT ostrowskisisserye multiomicsstudyofnonalcoholicfattyliverdisease AT pedersenolebirger multiomicsstudyofnonalcoholicfattyliverdisease AT snaebjarnarsonauðunns multiomicsstudyofnonalcoholicfattyliverdisease AT sigurdssonemil multiomicsstudyofnonalcoholicfattyliverdisease AT steinthorsdottirvalgerdur multiomicsstudyofnonalcoholicfattyliverdisease AT schwinnmichael multiomicsstudyofnonalcoholicfattyliverdisease AT thorgeirssongudmundur multiomicsstudyofnonalcoholicfattyliverdisease AT thorleifssongudmar multiomicsstudyofnonalcoholicfattyliverdisease AT jonsdottiringileif multiomicsstudyofnonalcoholicfattyliverdisease AT bundgaardhenning multiomicsstudyofnonalcoholicfattyliverdisease AT nadauldlincoln multiomicsstudyofnonalcoholicfattyliverdisease AT bjornssoneinars multiomicsstudyofnonalcoholicfattyliverdisease AT rulifsoningridc multiomicsstudyofnonalcoholicfattyliverdisease AT rafnarthorunn multiomicsstudyofnonalcoholicfattyliverdisease AT norddahlgudmundurl multiomicsstudyofnonalcoholicfattyliverdisease AT thorsteinsdottirunnur multiomicsstudyofnonalcoholicfattyliverdisease AT sulempatrick multiomicsstudyofnonalcoholicfattyliverdisease AT gudbjartssondanielf multiomicsstudyofnonalcoholicfattyliverdisease AT holmhilma multiomicsstudyofnonalcoholicfattyliverdisease AT stefanssonkari multiomicsstudyofnonalcoholicfattyliverdisease |