Genome‐wide association analysis of serum alanine and aspartate aminotransferase, and the modifying effects of BMI in 388k European individuals

Serum alanine aminotransferase (ALT) and aspartate aminotransferase (AST) are biomarkers for liver health. Here we report the largest genome‐wide association analysis to date of serum ALT and AST levels in over 388k people of European ancestry from UK biobank and DiscovEHR. Eleven million imputed markers with a minor allele frequency (MAF) ≥ 0.5% were analyzed. Overall, 300 ALT and 336 AST independent genome‐wide significant associations were identified. Among them, 81 ALT and 61 AST associations are reported for the first time. Genome‐wide interaction study identified 9 ALT and 12 AST independent associations significantly modified by body mass index (BMI), including several previously reported potential liver disease therapeutic targets, for example, PNPLA3, HSD17B13, and MARC1. While further work is necessary to understand the effect of ALT and AST‐associated variants on liver disease, the weighted burden of significant BMI‐modified signals is significantly associated with liver disease outcomes. In summary, this study identifies genetic associations which offer an important step forward in understanding the genetic architecture of serum ALT and AST levels. Significant interactions between BMI and genetic loci not only highlight the important role of adiposity in liver damage but also shed light on the genetic etiology of liver disease in obese individuals.

[1]  Trevor Hastie,et al.  Genetics of 35 blood and urine biomarkers in the UK Biobank , 2020, Nature Genetics.

[2]  Tom M Palmer,et al.  Evaluating the relationship between circulating lipoprotein lipids and apolipoproteins with risk of coronary heart disease: A multivariable Mendelian randomisation analysis , 2020, PLoS medicine.

[3]  Nicholette D. Palmer,et al.  Genome-Wide Association Study Identifies Loci for Liver Enzyme Concentrations in Mexican-Americans: The GUARDIAN Consortium. , 2019, Obesity.

[4]  Mary E. Haas,et al.  A missense variant in Mitochondrial Amidoxime Reducing Component 1 gene and protection against liver disease , 2019, bioRxiv.

[5]  M. Pirinen,et al.  Polygenic Hyperlipidemias and Coronary Artery Disease Risk , 2019, bioRxiv.

[6]  Y. J. Kim,et al.  The Korea Biobank Array: Design and Identification of Coding Variants Associated with Blood Biochemical Traits , 2019, Scientific Reports.

[7]  J. Park,et al.  Hepatic lipid homeostasis by peroxisome proliferator-activated receptor gamma 2☆ , 2018, Liver research.

[8]  Helen E. Parkinson,et al.  The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019 , 2018, Nucleic Acids Res..

[9]  P. Donnelly,et al.  The UK Biobank resource with deep phenotyping and genomic data , 2018, Nature.

[10]  D. Posthuma,et al.  Functional mapping and annotation of genetic associations with FUMA , 2017, Nature Communications.

[11]  Lars G Fritsche,et al.  Efficiently controlling for case-control imbalance and sample relatedness in large-scale genetic association studies , 2017, Nature Genetics.

[12]  E. Zeggini,et al.  Genome-wide analysis of health-related biomarkers in the UK Household Longitudinal Study reveals novel associations , 2017, Scientific Reports.

[13]  Q. Anstee,et al.  NAFLD: PNPLA3 and obesity: a synergistic relationship in NAFLD , 2017, Nature Reviews Gastroenterology &Hepatology.

[14]  Marylyn D. Ritchie,et al.  Distribution and clinical impact of functional variants in 50,726 whole-exome sequences from the DiscovEHR study , 2016, Science.

[15]  Shelly C. Lu,et al.  Prevalence of chronic liver disease and cirrhosis by underlying cause in understudied ethnic groups: The multiethnic cohort , 2016, Hepatology.

[16]  Alan M. Kwong,et al.  Next-generation genotype imputation service and methods , 2016, Nature Genetics.

[17]  Paul M. Matthews,et al.  The UK Biobank. , 2015, Brain : a journal of neurology.

[18]  Wen J. Li,et al.  Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation , 2015, Nucleic Acids Res..

[19]  Rohit Loomba,et al.  Recommendations for Diagnosis, Referral for Liver Biopsy, and Treatment of Nonalcoholic Fatty Liver Disease and Nonalcoholic Steatohepatitis. , 2015, Mayo Clinic proceedings.

[20]  G. Kempermann Faculty Opinions recommendation of Human genomics. The Genotype-Tissue Expression (GTEx) pilot analysis: multitissue gene regulation in humans. , 2015 .

[21]  S. Sookoian,et al.  Liver enzymes, metabolomics and genome-wide association studies: from systems biology to the personalized medicine. , 2015, World journal of gastroenterology.

[22]  Jeffrey Staples,et al.  PRIMUS: rapid reconstruction of pedigrees from genome-wide estimates of identity by descent. , 2014, American journal of human genetics.

[23]  H. Yki-Järvinen Non-alcoholic fatty liver disease as a cause and a consequence of metabolic syndrome. , 2014, The lancet. Diabetes & endocrinology.

[24]  Mei-Hwei Chang,et al.  Genetic variants in GCKR and PNPLA3 confer susceptibility to nonalcoholic fatty liver disease in obese individuals. , 2014, The American journal of clinical nutrition.

[25]  K. Flegal,et al.  Prevalence of childhood and adult obesity in the United States, 2011-2012. , 2014, JAMA.

[26]  M. Orho-Melander,et al.  The PNPLA3 Ile148Met interacts with overweight and dietary intakes on fasting triglyceride levels , 2014, Genes & nutrition.

[27]  M. Daly,et al.  LD Score regression distinguishes confounding from polygenicity in genome-wide association studies , 2014, Nature Genetics.

[28]  L. Perrone,et al.  The Association of PNPLA3 Variants with Liver Enzymes in Childhood Obesity Is Driven by the Interaction with Abdominal Fat , 2011, PloS one.

[29]  P. Yaghmaei,et al.  Association of polymorphisms in glutamate-cysteine ligase catalytic subunit and microsomal triglyceride transfer protein genes with nonalcoholic fatty liver disease. , 2011, DNA and cell biology.

[30]  C. Oliveira,et al.  Microsomal triglyceride transfer protein and nonalcoholic fatty liver disease , 2011, Expert review of gastroenterology & hepatology.

[31]  Yun Li,et al.  METAL: fast and efficient meta-analysis of genomewide association scans , 2010, Bioinform..

[32]  S. Klein,et al.  Obesity and nonalcoholic fatty liver disease: Biochemical, metabolic, and clinical implications , 2010, Hepatology.

[33]  A. Rissanen,et al.  Genetic factors contribute to variation in serum alanine aminotransferase activity independent of obesity and alcohol: a study in monozygotic and dizygotic twins. , 2009, Journal of hepatology.

[34]  Kourosh R. Ahmadi,et al.  Epidemiology and Genetic Epidemiology of the Liver Function Test Proteins , 2009, PloS one.

[35]  K. Taylor,et al.  Genome-Wide Association , 2007, Diabetes.

[36]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[37]  F. Anania,et al.  Abnormal lipid and glucose metabolism in obesity: implications for nonalcoholic fatty liver disease. , 2007, Gastroenterology.

[38]  S. Sanderson,et al.  The natural history of nonalcoholic fatty liver disease: a population-based cohort study. , 2005, Gastroenterology.

[39]  T. Saibara,et al.  Polymorphisms of microsomal triglyceride transfer protein gene and manganese superoxide dismutase gene in non-alcoholic steatohepatitis. , 2004, Journal of hepatology.

[40]  B. Brewer,et al.  Liver-specific disruption of PPARgamma in leptin-deficient mice improves fatty liver but aggravates diabetic phenotypes. , 2003, The Journal of clinical investigation.

[41]  M. Kaplan Alanine Aminotransferase Levels: What's Normal? , 2002, Annals of Internal Medicine.

[42]  P. Moulin,et al.  Association between microsomal triglyceride transfer protein gene polymorphism and the biological features of liver steatosis in patients with Type II diabetes , 2000, Diabetologia.

[43]  T. Tatusova,et al.  The Reference Sequence ( RefSeq ) Database , 2016 .

[44]  SilviaSookoian,et al.  Liver enzymes,metabolomics and genome-wide association studies:From systems biology to the personalized medicine , 2015 .

[45]  T. Karlsen Genetic variation in PNPLA 3 confers susceptibility to nonalcoholic fatty liver disease , 2009 .

[46]  K. Overvad,et al.  Abdominal obesity and fatty liver. , 2007, Epidemiologic reviews.

[47]  J. Barkin The Natural History of Nonalcoholic Fatty Liver Disease: A Population Based Cohort Study , 2006 .

[48]  Brian P. Mulhall,et al.  Nonalcoholic steatohepatitis , 2004, Current treatment options in gastroenterology.