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Estimating the contributions of rare and common genetic variations and clinical measures to a model trait: adiponectin.

Publication ,  Journal Article
An, SS; Palmer, ND; Hanley, AJG; Ziegler, JT; Brown, WM; Haffner, SM; Norris, JM; Rotter, JI; Guo, X; Chen, Y-DI; Wagenknecht, LE; Bowden, DW ...
Published in: Genet Epidemiol
January 2013

Common genetic variation frequently accounts for only a modest amount of interindividual variation in quantitative traits and complex disease susceptibility. Circulating adiponectin, an adipocytokine implicated in metabolic disease, is a model for assessing the contribution of genetic and clinical factors to quantitative trait variation. The adiponectin locus, ADIPOQ, is the primary source of genetically mediated variation in plasma adiponectin levels. This study sought to define the genetic architecture of ADIPOQ in the comprehensively phenotyped Hispanic (n = 1,151) and African American (n = 574) participants from the Insulin Resistance Atherosclerosis Family Study (IRASFS). Through resequencing and bioinformatic analysis, rare/low frequency (<5% MAF) and common variants (>5% MAF) in ADIPOQ were identified. Genetic variants and clinical variables were assessed for association with adiponectin levels and contribution to adiponectin variance in the Hispanic and African American cohorts. Clinical traits accounted for the greatest proportion of variance (POV) at 31% (P = 1.16 × 10-(47)) and 47% (P = 5.82 × 10-(20)), respectively. Rare/low frequency variants contributed more than common variants to variance in Hispanics: POV = 18% (P = 6.40 × 10-(15)) and POV = 5% (P = 0.19), respectively. In African Americans, rare/low frequency and common variants both contributed approximately equally to variance: POV = 6% (P = 5.44 × 10-(12)) and POV = 9% (P = 1.44 × 10-(10)), respectively. Importantly, single low frequency alleles in each ethnic group were as important as, or more important than, common variants in explaining variation in adiponectin. Cumulatively, these clinical and ethnicity-specific genetic contributors explained half or more of the variance in Hispanic and African Americans and provide new insight into the sources of variation for this important adipocytokine.

Duke Scholars

Published In

Genet Epidemiol

DOI

EISSN

1098-2272

Publication Date

January 2013

Volume

37

Issue

1

Start / End Page

13 / 24

Location

United States

Related Subject Headings

  • Polymorphism, Single Nucleotide
  • Male
  • Insulin Resistance
  • Humans
  • Hispanic or Latino
  • Genetic Variation
  • Gene Frequency
  • Female
  • Epidemiology
  • Diabetes Mellitus, Type 2
 

Citation

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An, S. S., Palmer, N. D., Hanley, A. J. G., Ziegler, J. T., Brown, W. M., Haffner, S. M., … Bowden, D. W. (2013). Estimating the contributions of rare and common genetic variations and clinical measures to a model trait: adiponectin. Genet Epidemiol, 37(1), 13–24. https://doi.org/10.1002/gepi.21685
An, S Sandy, Nicholette D. Palmer, Anthony J. G. Hanley, Julie T. Ziegler, W Mark Brown, Steven M. Haffner, Jill M. Norris, et al. “Estimating the contributions of rare and common genetic variations and clinical measures to a model trait: adiponectin.Genet Epidemiol 37, no. 1 (January 2013): 13–24. https://doi.org/10.1002/gepi.21685.
An SS, Palmer ND, Hanley AJG, Ziegler JT, Brown WM, Haffner SM, et al. Estimating the contributions of rare and common genetic variations and clinical measures to a model trait: adiponectin. Genet Epidemiol. 2013 Jan;37(1):13–24.
An, S. Sandy, et al. “Estimating the contributions of rare and common genetic variations and clinical measures to a model trait: adiponectin.Genet Epidemiol, vol. 37, no. 1, Jan. 2013, pp. 13–24. Pubmed, doi:10.1002/gepi.21685.
An SS, Palmer ND, Hanley AJG, Ziegler JT, Brown WM, Haffner SM, Norris JM, Rotter JI, Guo X, Chen Y-DI, Wagenknecht LE, Langefeld CD, Bowden DW. Estimating the contributions of rare and common genetic variations and clinical measures to a model trait: adiponectin. Genet Epidemiol. 2013 Jan;37(1):13–24.
Journal cover image

Published In

Genet Epidemiol

DOI

EISSN

1098-2272

Publication Date

January 2013

Volume

37

Issue

1

Start / End Page

13 / 24

Location

United States

Related Subject Headings

  • Polymorphism, Single Nucleotide
  • Male
  • Insulin Resistance
  • Humans
  • Hispanic or Latino
  • Genetic Variation
  • Gene Frequency
  • Female
  • Epidemiology
  • Diabetes Mellitus, Type 2