Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA.
Regeneron Genetics Center, Tarrytown, NY, USA.
Diabetologia. 2020 Dec;63(12):2616-2627. doi: 10.1007/s00125-020-05272-8. Epub 2020 Sep 4.
AIMS/HYPOTHESIS: Prevalence of type 2 diabetes differs among human ancestry groups, and many hypotheses invoke differential natural selection to account for these differences. We sought to assess the potential role of differential natural selection across major continental ancestry groups for diabetes and related traits, by comparison of genetic and phenotypic differences.
This was a cross-sectional comparison among 734 individuals from an urban sample (none of whom was more closely related to another than third-degree relatives), including 83 African Americans, 523 American Indians and 128 European Americans. Participants were not recruited based on diabetes status or other traits. BMI was calculated, and diabetes was diagnosed by a 75 g oral glucose tolerance test. In those with normal glucose tolerance (n = 434), fasting insulin and 30 min post-load insulin, adjusted for 30 min glucose, were taken as measures of insulin resistance and secretion, respectively. Whole exome sequencing was performed, resulting in 97,388 common (minor allele frequency ≥ 5%) variants; the coancestry coefficient (F) was calculated across all markers as a measure of genetic divergence among ancestry groups. The phenotypic divergence index (P) was also calculated from the phenotypic differences and heritability (which was estimated from genetic relatedness calculated empirically across all markers in 761 American Indian participants prior to the exclusion of close relatives). Under evolutionary neutrality, the expectation is P = F, while for traits under differential selection P is expected to be significantly greater than F A bootstrap procedure was used to test the hypothesis P = F RESULTS: With adjustment for age and sex, prevalence of type 2 diabetes was 34.0% in American Indians, 12.4% in African Americans and 10.4% in European Americans (p = 2.9 × 10 for difference among groups). Mean BMI was 36.3, 33.4 and 33.0 kg/m, respectively (p = 1.9 × 10). Mean fasting insulin was 63.8, 48.4 and 45.2 pmol/l (p = 9.2 × 10), while mean 30 min insulin was 559.8, 553.5 and 358.8 pmol/l, respectively (p = 5.7 × 10). F across all markers was 0.130, while P for liability to diabetes, adjusted for age and sex, was 0.149 (p = 0.35 for difference with F). P was 0.094 for BMI (p = 0.54), 0.095 for fasting insulin (p = 0.54) and 0.216 (p = 0.18) for 30 min insulin. For type 2 diabetes and BMI, the maximum divergence between populations was observed between American Indians and European Americans (P = 0.22, p = 0.37, and P = 0.14, p = 0.61), which suggests that a relatively modest 22% or 14% of the genetic variance, respectively, can potentially be explained by differential selection (assuming the absence of neutral drift).
CONCLUSIONS/INTERPRETATION: These analyses suggest that while type 2 diabetes and related traits differ significantly among continental ancestry groups, the differences are consistent with neutral expectations based on heritability and genetic distances. While these analyses do not exclude a modest role for natural selection, they do not support the hypothesis that differential natural selection is necessary to explain the phenotypic differences among these ancestry groups. Graphical abstract.
目的/假设:2 型糖尿病的患病率在不同的人类祖先群体中存在差异,许多假说援引了自然选择的差异来解释这些差异。我们试图通过比较遗传和表型差异,评估主要大陆祖先群体中自然选择差异对糖尿病和相关特征的潜在作用。
这是一项在一个城市样本中进行的 734 名个体的横断面比较研究(其中没有一个人与另一个人的关系比三代以内的亲属更近),包括 83 名非裔美国人、523 名美洲印第安人和 128 名欧洲裔美国人。参与者不是根据糖尿病的状态或其他特征招募的。计算体重指数(BMI),并通过 75g 口服葡萄糖耐量试验诊断糖尿病。在糖耐量正常(n=434)的个体中,空腹胰岛素和 30 分钟负荷后胰岛素,根据 30 分钟血糖进行调整,分别作为胰岛素抵抗和分泌的指标。进行了全外显子组测序,共获得 97388 个常见(次要等位基因频率≥5%)变体;通过所有标记计算共祖系数(F),作为各祖先群体遗传差异的度量。还从表型差异和遗传度(通过在排除近亲之前在 761 名美洲印第安参与者中计算所有标记的经验遗传相关性来估计)计算表型离散度指数(P)。在进化中性的情况下,期望 P=F,而对于受差异选择的特征,预期 P 将显著大于 F。使用 bootstrap 程序检验 P=F 的假设。
调整年龄和性别后,美洲印第安人、非裔美国人和欧洲裔美国人的 2 型糖尿病患病率分别为 34.0%、12.4%和 10.4%(组间差异 p=2.9×10)。平均 BMI 分别为 36.3、33.4 和 33.0kg/m2(p=1.9×10)。平均空腹胰岛素分别为 63.8、48.4 和 45.2pmol/L(p=9.2×10),而平均 30 分钟胰岛素分别为 559.8、553.5 和 358.8pmol/L(p=5.7×10)。所有标记的 F 为 0.130,而年龄和性别调整后的糖尿病易感性的 P 为 0.149(p=0.35 与 F 的差异)。P 为 0.094 时用于 BMI(p=0.54),P 为 0.095 时用于空腹胰岛素(p=0.54),P 为 0.216 时用于 30 分钟胰岛素(p=0.18)。对于 2 型糖尿病和 BMI,观察到美洲印第安人和欧洲裔美国人之间的种群差异最大(P=0.22,p=0.37,P=0.14,p=0.61),这表明分别有 22%或 14%的遗传方差可能可以通过差异选择来解释(假设不存在中性漂移)。
结论/解释:这些分析表明,尽管 2 型糖尿病和相关特征在不同的大陆祖先群体中存在显著差异,但这些差异与基于遗传度和遗传距离的中性预期一致。虽然这些分析不排除自然选择的适度作用,但它们不支持差异自然选择是解释这些祖先群体表型差异的必要条件的假说。