Genome-wide association study of serum metabolites in the African American Study of Kidney Disease and Hypertension

被引:21
作者
Luo, Shengyuan [1 ,2 ]
Feofanova, Elena, V [3 ]
Tin, Adrienne [1 ,2 ]
Tung, Sarah [4 ]
Rhee, Eugene P. [5 ,6 ]
Coresh, Josef [1 ]
Arking, Dan E. [7 ]
Surapaneni, Aditya [1 ,2 ]
Schlosser, Pascal [8 ,9 ]
Li, Yong [8 ,9 ]
Kottgen, Anna [1 ,8 ,9 ]
Yu, Bing [3 ]
Grams, Morgan E. [1 ,2 ,10 ]
机构
[1] Johns Hopkins Univ, Dept Epidemiol, Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Welch Ctr Prevent Epidemiol & Clin Res, 2024 E Monument,Suite 2-500, Baltimore, MD 21205 USA
[3] Univ Texas Hlth Sci Ctr Houston, Human Genet Ctr, Houston, TX 77030 USA
[4] Johns Hopkins Whiting Sch Engn, Baltimore, MD USA
[5] Massachusetts Gen Hosp, Div Nephrol, Boston, MA 02114 USA
[6] Harvard Med Sch, Boston, MA 02115 USA
[7] Johns Hopkins Univ, Sch Med, Dept Genet Med, McKusick Nathans Inst, Baltimore, MD 21205 USA
[8] Univ Freiburg, Inst Genet Epidemiol, Fac Med, Freiburg, Germany
[9] Univ Freiburg, Med Ctr, Freiburg, Germany
[10] Johns Hopkins Univ, Dept Med, Div Nephrol, Baltimore, MD 21205 USA
基金
美国国家卫生研究院;
关键词
African Americans; African American Study of Kidney Disease and Hypertension; Atherosclerosis Risk in Communities Study; chronic kid-ney disease; genome-wide association study; metabolites; ATHEROSCLEROSIS RISK; GENETIC-VARIATION; DESIGN;
D O I
10.1016/j.kint.2021.03.026
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
The genome-wide association study (GWAS) is a powerful means to study genetic determinants of disease traits and generate insights into disease pathophysiology. To date, few GWAS of circulating metabolite levels have been performed in African Americans with chronic kidney disease. Hypothesizing that novel genetic-metabolite associations may be identified in a unique population of African Americans with a lower glomerular filtration rate (GFR), we conducted a GWAS of 652 serum metabolites in 619 participants (mean measured glomerular filtration rate 45 mL/min/1.73m(2)) in the African American Study of Kidney Disease and Hypertension, a clinical trial of blood pressure lowering and antihypertensive medication in African Americans with chronic kidney disease. We identified 42 significant variant metabolite associations. Twenty associations had been previously identified in published GWAS, and eleven novel associations were replicated in a separate cohort of 818 African Americans with genetic and metabolomic data from the Atherosclerosis Risk in Communities Study. The replicated novel variant-metabolite associations comprised eight metabolites and eleven distinct genomic loci. Nine of the replicated associations represented clear enzy-memetabolite interactions, with high expression in the kidneys as well as the liver. Three loci (ACY1, ACY3, and NAT8) were associated with a common pool of metabolites, acetylated amino acids, but with different individual affinities. Thus, extensive metabolite profiling in an African American population with chronic kidney disease aided identification of novel genome-wide metabolite associations, providing clues about substrate specificity and the key roles of enzymes in modulating systemic levels of metabolites.
引用
收藏
页码:430 / 439
页数:10
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