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Estimating the contribution of genetic variants to difference in incidence of disease between population groups

机译:估计遗传变异对人群之间疾病发生率差异的贡献

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摘要

Genome-wide association studies have identified multiple genetic susceptibility variants to several complex human diseases. However, risk-genotype frequency at loci showing robust associations might differ substantially among different populations. In this paper, we present methods to assess the contribution of genetic variants to the difference in the incidence of disease between different population groups for different scenarios. We derive expressions for the contribution of a single genetic variant, multiple genetic variants, and the contribution of the joint effect of a genetic variant and an environmental factor to the difference in the incidence of disease. The contribution of genetic variants to the difference in incidence increases with increasing difference in risk-genotype frequency, but declines with increasing difference in incidence between the two populations. The contribution of genetic variants also increases with increasing relative risk and the contribution of joint effect of genetic and environmental factors increases with increasing relative risk of the gene-environmental interaction. The contribution of genetic variants to the difference in incidence between two populations can be expressed as a function of the population attributable risks of the genetic variants in the two populations. The contribution of a group of genetic variants to the disparity in incidence of disease could change considerably by adding one more genetic variant to the group. Any estimate of genetic contribution to the disparity in incidence of disease between two populations at this stage seems to be an elusive goal.
机译:全基因组关联研究已经确定了多种复杂人类疾病的多种遗传易感性变异。但是,在不同人群中,显示稳健关联的基因座风险-基因型频率可能有很大差异。在本文中,我们提出了在不同情况下评估遗传变异对不同人群之间疾病发生率差异的贡献的方法。我们导出了单个遗传变异,多个遗传变异的贡献,以及遗传变异和环境因素对疾病发病率差异的共同作用的贡献。遗传变异对发病率差异的贡献随着风险基因型频率差异的增加而增加,但随着两个人群之间发病率差异的增加而下降。遗传变异的贡献也随着相对风险的增加而增加,遗传和环境因素共同作用的贡献也随着基因-环境相互作用的相对风险的增加而增加。遗传变异对两个种群发生率差异的贡献可以表示为两个种群中遗传变异的种群归因风险的函数。一组遗传变异对疾病发生率差异的贡献可以通过向该组增加一个遗传变异来大大改变。在此阶段,对两类人群之间疾病发生率差异的遗传贡献的任何估计似乎都是一个遥不可及的目标。

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