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Published on: June 9, 2020
KIDNEY DISEASE GENETICS AND THE IMPORTANCE OF DIVERSITY IN PRECISION MEDICINE
Jessica N Cooke Bailey1, Sarah Wilson, Kristin Brown-Gentry
1Institute for Computational Biology, Department of Epidemiology and Biostatistics, Case Western Reserve University, Wolstein Research Building, 2103 Cornell Road, Suite 2527, Cleveland, OH 44106, USA, jnc43@case.edu.
Insights
Genetic variants in MYH9 and APOL1 genes are linked to kidney disease disparities. This study found no consistent associations between MYH9 variants and kidney traits across diverse racial/ethnic groups, highlighting the need for larger populations in genetic research.
Area of Science:
- Genetics
- Nephrology
- Epidemiology
Background:
- Kidney disease disproportionately affects African Americans, with genetic factors like MYH9 and APOL1 variants implicated.
- Understanding genetic associations across diverse populations is crucial for precision medicine in kidney disease.
- Previous studies suggested MYH9 variants are associated with kidney disease and function, but systematic characterization across multiple racial/ethnic groups is lacking.
Purpose of the Study:
- To investigate the association of 10 kidney disease-associated single nucleotide polymorphisms (SNPs) with kidney traits in diverse populations.
- To determine if genetic effects on kidney disease and function differ across non-Hispanic whites, non-Hispanic blacks, and Mexican Americans.
- To assess the prevalence of these genetic variants and their relationship with kidney-related traits.
Main Methods:
- Genotyped 10 kidney disease-associated SNPs in 14,998 participants from NHANES III and 1999-2002 (Epidemiologic Architecture for Genes Linked to Environment study).
- Analyzed associations with kidney traits (serum/urinary creatinine, urinary albumin, eGFR, ACR) using linear regression.
- Tested associations with chronic kidney disease and albuminuria using logistic regression, adjusting for clinical factors.
Main Results:
- Observed higher rates of chronic kidney disease in non-Hispanic blacks, consistent with existing disparities.
- No MYH9 variants tested showed significant association with kidney disease or traits in non-Hispanic blacks.
- Several SNP associations were observed within individual racial/ethnic groups (p<0.05), but none were consistently associated across all three groups.
Conclusions:
- The study did not find consistent associations between the tested MYH9 variants and kidney disease or traits across diverse racial/ethnic groups.
- The lack of significant and consistent findings may be due to limited statistical power, emphasizing the need for larger, diverse cohorts.
- These results underscore the importance of large-scale, diverse population studies for advancing precision medicine in kidney disease.
Abstract:
Kidney disease is a well-known health disparity in the United States where African Americans are affected at higher rates compared with other groups such as European Americans and Mexican Americans. Common genetic variants in the myosin, heavy chain 9, non-muscle (MYH9) gene were initially identified as associated with non-diabetic end-stage renal disease in African Americans, and it is now understood that these variants are in strong linkage disequilibrium with likely causal variants in neighboring APOL1. Subsequent genome-wide and candidate gene studies have suggested that MYH9 common variants among others are also associated with chronic kidney disease and quantitative measures of kidney function in various populations. In a precision medicine setting, it is important to consider genetic effects or genetic associations that differ across racial/ethnic groups in delivering data relevant to disease risk or individual-level patient assessment. Kidney disease and quantitative trait-associated genetic variants have yet to be systematically characterized in multiple racial/ethnic groups. Therefore, to further characterize the prevalence of these genetic variants and their association with kidney related traits, we have genotyped 10 kidney disease or quantitative trait-associated single nucleotide polymorphisms (SNPs) (rs2900976, rs10505955, rs10502868, rs1243400, rs9305354, rs12917707, rs17319721, rs2467853, rs2032487, and rs4821480) in 14,998 participants from the population-based cross-sectional National Health and Nutrition Examination Surveys (NHANES) III and 1999-2002 as part of the Epidemiologic Architecture for Genes Linked to Environment (EAGLE) study. In this general adult population ascertained regardless of health status (6,293 non-Hispanic whites, 3,013 non-Hispanic blacks, and 3,542 Mexican Americans), we observed higher rates of chronic kidney disease among non-Hispanic blacks compared with the other groups as expected. We performed single SNP tests of association using linear regressions assuming an additive genetic model adjusted for age, sex, diastolic blood pressure, systolic blood pressure, and type 2 diabetes status for several outcomes including creatinine (urinary), creatinine (serum), albumin (urinary), eGFR, and albumin-to-urinary creatinine ratio (ACR). We also tested for associations between each SNP and chronic kidney disease and albuminuria using logistic regression. Surprisingly, none of the MYH9 variants tested was associated with kidney diseases or traits in non-Hispanic blacks (p>0.05), perhaps attributable to the clinical heterogeneity of kidney disease in this population. Several associations were observed in each racial/ethnic group at p<0.05, but none were consistently associated in the same direction in all three groups. The lack of significant and consistent associations is most likely due to power highlighting the importance of the availability of large, diverse populations for genetic association studies of complex diseases and traits to inform precision medicine efforts in diverse patient populations.
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