Fernández-Rhodes Lindsay, Howard Annie Green, Graff Mariaelisa, Isasi Carmen R, Highland Heather M, Young Kristin L, Parra Esteban, Below Jennifer E, Qi Qibin, Kaplan Robert C, Justice Anne E, Papanicolaou George, Laurie Cathy C, Grant Struan F A, Haiman Christopher, Loos Ruth J F, North Kari E
1Department of Epidemiology, UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 123 W Franklin St, Building C, Chapel Hill, NC USA.
2Carolina Population Center, University of North Carolina at Chapel Hill, 123 W Franklin St, Building C, Chapel Hill, NC USA.
BMC Obes. 2018 Oct 2;5:26. doi: 10.1186/s40608-018-0200-x. eCollection 2018.
Genome-wide association studies have implicated the () gene in type 2 diabetes risk, and more recently, in decreased body mass index. Given the contrary direction of genetic effects on these two traits, it has been suggested that the observed association with body mass index may reflect either selection bias or a complex underlying biology at .
Using 9031 Hispanic/Latino adults (21-76 years) with complete weight history and genetic data from the community-based Hispanic Community Health Study/Study of Latinos (HCHS/SOL, Baseline 2008-2011), we estimated the multivariable association between the additive number of type 2 diabetes increasing-alleles at (rs7903146-T) and body mass index. We then used structural equation models to simultaneously model the genetic association on changes in body mass index across the life course and estimate the odds of type 2 diabetes per risk allele.
We observed both significant increases in type 2 diabetes prevalence at examination (independent of body mass index) and decreases in mean body mass index and waist circumference across genotypes at rs7903146. We observed a significant multivariable association between the additive number of type 2 diabetes-risk alleles and lower body mass index at examination. In our structured modeling, we observed non-significant inverse direct associations between rs7903146-T and body mass index at ages 21 and 45 years, and a significant positive association between rs7903146-T and type 2 diabetes onset in both middle and late adulthood.
Herein, we replicated the protective effect of rs7930146-T on body mass index at multiple time points in the life course, and observed that these effects were not explained by past type 2 diabetes status in our structured modeling. The robust replication of the negative effects of on body mass index in multiple samples, including in our diverse Hispanic/Latino community-based sample, supports a growing body of literature on the complex biologic mechanism underlying the functional consequences of on obesity and type 2 diabetes across the life course.
全基因组关联研究表明,()基因与2型糖尿病风险有关,最近又发现其与体重指数降低有关。鉴于该基因对这两种性状的遗传效应方向相反,有人提出,观察到的与体重指数的关联可能反映了选择偏倚或()处复杂的潜在生物学机制。
我们利用来自基于社区的西班牙裔社区健康研究/拉丁裔研究(HCHS/SOL,2008 - 2011年基线)的9031名有完整体重史和基因数据的西班牙裔/拉丁裔成年人(21 - 76岁),估计了(rs7903146 - T)位点上2型糖尿病增加等位基因的累加数与体重指数之间的多变量关联。然后,我们使用结构方程模型同时模拟整个生命过程中体重指数变化的遗传关联,并估计每个风险等位基因患2型糖尿病的几率。
我们观察到,在检查时2型糖尿病患病率显著增加(与体重指数无关),并且在rs7903146位点上,不同基因型的平均体重指数和腰围均有所下降。我们观察到2型糖尿病风险等位基因的累加数与检查时较低的体重指数之间存在显著的多变量关联。在我们的结构化模型中,我们观察到rs7903146 - T与21岁和45岁时的体重指数之间存在不显著的反向直接关联,而rs7903146 - T与成年中期和晚期的2型糖尿病发病之间存在显著的正向关联。
在此,我们在生命过程的多个时间点重复验证了rs7930146 - T对体重指数的保护作用,并且在我们的结构化模型中观察到,这些效应不能用过去的2型糖尿病状态来解释。在多个样本中,包括在我们多样化的基于西班牙裔/拉丁裔社区的样本中,()对体重指数负面影响的有力重复验证,支持了越来越多关于()在整个生命过程中对肥胖和2型糖尿病功能后果潜在复杂生物学机制的文献。