Exome-wide association study on alanine aminotransferase identifies sequence variants in the GPAM and APOE associated with fatty liver disease
Open accessAbstract
BACKGROUND & AIMS: Fatty liver disease (FLD) is a growing epidemic that is expected to be the leading cause of end-stage liver disease within the next decade. Both environmental and genetic factors contribute to the susceptibility of FLD. Several genetic variants contributing to FLD have been identified in exome-wide association studies. However, there is still a missing hereditability indicating that other genetic variants are yet to be discovered. METHODS: To find genes involved in FLD, we first examined the association of missense and nonsense variants with alanine aminotransferase at an exome-wide level in 425,671 participants from the UK Biobank. We then validated genetic variants with liver fat content in 8930 participants in whom liver fat measurement was available, and replicated 2 genetic variants in 3 independent cohorts comprising 2621 individuals with available liver biopsy. RESULTS: We identified 190 genetic variants independently associated with alanine aminotransferase after correcting for multiple testing with Bonferroni method. The majority of these variants were not previously associated with this trait. Among those associated, there was a striking enrichment of genetic variants influencing lipid metabolism. We identified the variants rs2792751 in GPAM/GPAT1, the gene encoding glycerol-3-phosphate acyltransferase, mitochondrial, and rs429358 in APOE, the gene encoding apolipoprotein E, as robustly associated with liver fat content and liver disease after adjusting for multiple testing. Both genes affect lipid metabolism in the liver. CONCLUSIONS: We identified 2 novel genetic variants in GPAM and APOE that are robustly associated with steatosis and liver damage. These findings may help to better elucidate the genetic susceptibility to FLD onset and progression.
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Besides PNPLA3 p.I148M and TM6SF2 p.E167K, additional variants including common risk variants in MBOAT7, GCKR, GPAM, protective variants in HSD17B13, APOE and MTARC1, and rare variants in APOB, MTTP, CIDEB and ATG7 have been robustly associated with the risk of progressive MASLD.
“Besides PNPLA3 p.I148M and TM6SF2 p.E167K, additional variants, including common risk variants in MBOAT7 , GCKR , GPAM , protective variants in HSD17B13 , APOE and MTARC1, and rare variants ( e.g. in APOB , MTTP, CIDEB and ATG7 ), have been robustly associated with the risk of progressive MASLD. 199 -205”
From EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). (2024) · cites this paper as [203]
The UK Biobank association section reports links between variants in PNPLA3, MBOAT7, TM6SF2, MARC1 (MTARC1), GPAM and APOE and chronic liver disease or cirrhosis. The replication and Discussion sections (pages not specified) identify GPAM as a steatosis-risk variant and APOE as protective, but report no consistent association with inflammation or fibrosis. This paper therefore supports part of the variant list, not the full list or the broad claim that all listed variants are robustly associated with progressive MASLD. (LLM, conf=0.88)
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References 75 · Cited by 148
- Authors
- Jamialahmadi, O., Mancina, R. M., Ciociola, E., Tavaglione, F., Luukkonen, P. K., Baselli, G., Malvestiti, F., Thuillier, D., Raverdy, V., Männistö, V., Pipitone, R. M., Pennisi, G., Prati, D., Spagnuolo, R., Petta, S., Pihlajamäki, J., Pattou, F., Yki-Järvinen, H., Valenti, L., & Romeo, S.
- Affiliations
- University of Gothenburg (SE)
- Università Campus Bio-Medico (IT)
- University of Helsinki (FI)
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico (IT)
- University of Milan (IT)
- Inserm (FR)
- University of Eastern Finland (FI)
- University of Palermo (IT)
- Magna Graecia University (IT)
- Sahlgrenska University Hospital (SE)
- Corresponding author
- Valenti, Luca
- Romeo, Stefano
- ORCID
- Jamialahmadi, Oveis
- Mancina, Rosellina Margherita
- Ciociola, Ester
- Tavaglione, Federica
- Luukkonen, Panu K.
- Baselli, Guido
- Malvestiti, Francesco
- Raverdy, Violeta
- Männistö, Ville
- Pipitone, Rosaria Maria
- Pennisi, Grazia
- Prati, Daniele
- Spagnuolo, Rocco
- Petta, Salvatore
- Pihlajamäki, Jussi
- Pattou, François
- Valenti, Luca
- Romeo, Stefano
- Venue
- Gastroenterology
- Publisher
- Elsevier BV
- Published
- 2021-04
- Volume
- 160
- Issue
- 5
- Pages
- 1634-1646.e7
- ISSN
- 0016-5085 (ISSN-L)
- OpenAlex
- W3115283566
- Cited by
- 148
- References
- 75
- Citations by year
- 2026: 18 · 2025: 25 · 2024: 25 · 2023: 31 · 2022: 26 · 2021: 20 · 2020: 1
- FWCI
- 18.35
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Gastroenterology (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion, cc-by)
- Työväentutkimus Vuosikirja (submittedVersion, other-oa)
- Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) (submittedVersion, other-oa)
- Nova Science Publishers (Nova Science Publishers, Inc.) (submittedVersion, other-oa)
- LillOA (Université de Lille (University Of Lille)) (submittedVersion, cc-by)
- Funders
- Agenzia Italiana del Farmaco, Ministero della Salute (RF-2016-02364358)
- Hjärt-Lungfonden (20120533)
- Knut och Alice Wallenbergs Stiftelse (KAW 2017.0203)
- Diabetestutkimussäätiö
- Horizon 2020 Framework Programme (777377)
- Academy of Finland (138006)
- Pfizer
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico (PR-0391)
- Gilead Sciences
- Svenska Diabetesstiftelsen (DIA 2017-205)
- AbbVie
- Novo Nordisk
- Vetenskapsrådet (2016-01527)
- Associazione Italiana per la Ricerca sul Cancro (16888)
- Topics
- Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Lipid metabolism and disorders
- Keywords
- hepatic steatosis, alanine aminotransferase, GPAM, apolipoprotein E, liver fat, steatosis, genetic susceptibility, lipid metabolism, glycerol-3-phosphate acyltransferase, novel genetic variants, liver injury
- MeSH terms
- Alanine Transaminase, Apolipoproteins E, Europe, Humans, Phenotype, Risk Factors, Genetic Variation, Reproducibility of Results, Biomarkers, Risk Assessment, Genetic Predisposition to Disease, Gene Expression Profiling, 1-Acylglycerol-3-Phosphate O-Acyltransferase, Genome-Wide Association Study, Transcriptome, Exome, Non-alcoholic Fatty Liver Disease
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