4.6 Article

Power for Genetic Association Study of Human Longevity Using the Case- Control Design

期刊

AMERICAN JOURNAL OF EPIDEMIOLOGY
卷 168, 期 8, 页码 890-896

出版社

OXFORD UNIV PRESS INC
DOI: 10.1093/aje/kwn205

关键词

association; case-control studies; computer simulation; genetics; longevity

资金

  1. US National Institute on Aging [NIA-P01-AG08761]
  2. Medical Research Council [MC_U106188470] Funding Source: researchfish
  3. MRC [MC_U106188470] Funding Source: UKRI

向作者/读者索取更多资源

The efficiency of the popular case-control design in gene-longevity association studies needs to be verified because, different from a binary trait, longevity represents only the extreme end of the continuous life span distribution without a clear cutoff for defining the phenotype. In this paper, the authors use the current Danish life tables to simulate individual life span by using a variety of scenarios and assess the empirical power for different sample sizes when cases are defined as centenarians or as nonagenarians. Results show that, although using small samples of centenarians (several hundred) provides power to detect only common alleles with large effects (a > 20% reduction in hazard rate), large samples of centenarians (> 1,000) achieve power to capture genes responsible for minor effects (5%-10% hazard reduction depending on the mode of inheritance). Although the method provides good power for rare alleles with multiplicative or dominant effects, it performs poorly for rare recessive alleles. Power is drastically reduced when nonagenarians are considered cases, with a more than 5-fold difference in the size of the case sample required to achieve comparable power as that found with centenarians.

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