Phenome-Wide Association Analysis Reveals Novel Links Between Genetically Determined Levels of Liver Enzymes and Disease Phenotypes

被引:0
作者
Zhenqiu Liu
Chen Suo
Yanfeng Jiang
Renjia Zhao
Tiejun Zhang
Li Jin
Xingdong Chen
机构
[1] Fudan University,State Key Laboratory of Genetic Engineering, Human Phenome Institute, School of Life Sciences
[2] Fudan University Taizhou Institute of Health Sciences,Key Laboratory of Public Health Safety
[3] Fudan University,Department of Epidemiology, School of Public Health
[4] Ministry of Education,undefined
[5] Fudan University,undefined
来源
Phenomics | 2022年 / 2卷
关键词
Liver enzyme; Disease phenotype; GWAS; Mendelian randomization;
D O I
暂无
中图分类号
学科分类号
摘要
Serum liver enzymes (alanine aminotransferase [ALT], aspartate aminotransferase [AST], λ-glutamyl transferase [GGT] and alkaline phosphatase [ALP]) are the leading biomarkers to measure liver injury, and they have been reported to be associated with several intrahepatic and extrahepatic diseases in observational studies. We conducted a phenome-wide association study (PheWAS) to identify disease phenotypes associated with genetically predicted liver enzymes based on the UK Biobank cohort. Univariable and multivariable Mendelian randomization (MR) analyses were performed to obtain the causal estimates of associations that detected in PheWAS. Our PheWAS identified 40 out of 1,376 pairs (16, 17, three and four pairs for ALT, AST, GGT and ALP, respectively) of genotype–phenotype associations reaching statistical significance at the 5% false discovery rate threshold. A total of 34 links were further validated in Mendelian randomization analyses. Most of the disease phenotypes that associated with genetically determined ALT level were liver-related, including primary liver cancer and alcoholic liver damage. The disease outcomes associated with genetically determined AST involved a wide range of phenotypic categories including endocrine/metabolic diseases, digestive diseases, and neurological disorder. Genetically predicted GGT level was associated with the risk of other chronic non-alcoholic liver disease, abnormal results of function study of liver, and cholelithiasis. Genetically determined ALP level was associated with pulmonary heart disease, phlebitis and thrombophlebitis of lower extremities, and hypercholesterolemia. Our findings reveal novel links between liver enzymes and disease phenotypes providing insights into the full understanding of the biological roles of liver enzymes.
引用
收藏
页码:295 / 311
页数:16
相关论文
共 287 条
  • [1] Bloomer SA(2019)Iron-induced liver injury: a critical reappraisal Int J Mol Sci 20 2132-260
  • [2] Brown KE(2015)Multivariable mendelian randomization: the use of pleiotropic genetic variants to estimate causal effects Am J Epidemiol 181 251-389
  • [3] Burgess S(2017)Interpreting findings from Mendelian randomization using the MR-egger method Eur J Epidemiol 32 377-1138
  • [4] Thompson SG(2019)Guidelines for performing Mendelian randomization investigations Wellcome Open Res 4 186-406
  • [5] Burgess S(2011)Genome-wide association study identifies loci influencing concentrations of liver enzymes in plasma Nat Genet 43 1131-353
  • [6] Thompson SG(2016)Developing and evaluating polygenic risk prediction models for stratified disease prevention Nat Rev Genet 17 392-11752
  • [7] Burgess S(2021)Genome-wide association study of serum liver enzymes implicates diverse metabolic and liver pathology Nat Commun 12 816-1691
  • [8] Davey Smith G(2018)Implication of liver enzymes on incident cardiovascular diseases and mortality: a nationwide population-based cohort study Sci Rep 8 3764-1042
  • [9] Davies NM(1999)Underestimation of risk associations due to regression dilution in long-term follow-up of prospective studies Am J Epidemiol 150 341-1161
  • [10] Dudbridge F(2014)Impacts of common factors of life style on serum liver enzymes World J Gastroenterol 20 11743-1944