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A Phenotyping Regimen for Genetically Modified Mice Used to Study Genes Implicated in Human Diseases of Aging
Published on: July 14, 2016
Evidence for age as a modifier of genetic associations for lipid levels
Logan Dumitrescu1, Kristin Brown-Gentry, Robert Goodloe
1Center for Human Genetics Research, Vanderbilt University, Nashville, TN 37232, USA.
Insights
This study used genome-wide association studies in children to find new genetic variants affecting lipid levels. A key finding was an age-dependent link between the SGSM2 gene variant rs2429917 and LDL cholesterol.
Area of Science:
- Genetics
- Biochemistry
- Pediatrics
Background:
- Plasma lipid concentrations are crucial cardiovascular disease risk factors.
- Genetic variants play a role in lipid metabolism, but many remain undiscovered.
- Pediatric populations offer unique opportunities for identifying novel genetic associations.
Purpose of the Study:
- To identify novel genetic variants influencing plasma lipid concentrations using a genome-wide association study (GWAS) in children.
- To validate initial findings in independent pediatric and adult cohorts.
- To investigate age-dependent genetic effects on lipid levels.
Main Methods:
- Conducted a GWAS in 411 children from St. Jude Children's Research Hospital.
- Replicated promising associations (p < 10(-5)) in 1040 youths and 3508 adults from NHANES III.
- Tested for gene-age interactions in the NHANES III cohort.
Main Results:
- Three genotype-phenotype associations replicated in NHANES III youths, and three in NHANES III adults; no single association was significant in both.
- The most significant association in African descent youths was between LDL-C and intronic rs2429917 (p=0.009).
- A significant age-dependent association (p=0.024) was found between SGSM2 rs2429917 and LDL-C in NHANES III participants.
Conclusions:
- Children are valuable for discovering novel genetic variants related to complex traits like lipid levels.
- Age-dependent genetic effects are important to consider in lipid association studies.
- The SGSM2 rs2429917 variant shows an age-dependent association with LDL-C, highlighting its potential role in lipid regulation.
Abstract:
In order to identify novel genetic variants that influence plasma lipid concentrations, we performed a genome-wide association study (GWAS) comprised of 411 children under 18 years of age, ascertained at St. Jude Children's Research Hospital, all of whom were of European, African, or Mexican descent. Promising associations (p < 10(-5)) were subsequently examined in 1040 additional youths and 3508 adults from the Third National Health and Nutrition Examination Survey (NHANES III), a diverse population-based study. Three genotype-phenotype associations replicated in NHANES III youths and three associated in NHANES III adults at p < 0.05; however, no single association was significant in both youths and adults. The most significant association (p= 0.009) in NHANES III youths was between low-density lipoprotein cholesterol (LDL-C) and intronic rs2429917 among participants of African descent. Given the known age dependency of lipid levels, we also tested for gene-age interactions in NHANES III participants across all ages. We identified a significant (p= 0.024) age-dependent association between SGSM2 rs2429917 and LDL-C. This finding illustrates the utility of using children to discover novel variants associated with complex phenotypes and the importance of considering age-dependent genetic effects in association studies of lipid levels.
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