Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Environ Res. 2023 Jun 1;226:115600. doi: 10.1016/j.envres.2023.115600. Epub 2023 Mar 1.
Exposure to perfluoroalkyl substances (PFAS) has been associated with changes in insulin sensitivity and pancreatic beta-cell function in humans. Genetic predisposition to diabetes may modify these associations; however, this hypothesis has not been yet studied.
To evaluate genetic heterogeneity as a modifier in the PFAS association with insulin sensitivity and pancreatic beta-cell function, using a targeted gene-environment (GxE) approach.
We studied 85 single-nucleotide polymorphisms (SNPs) associated with type 2 diabetes, in 665 Faroese adults born in 1986-1987. Perfluorooctane sulfonate (PFOS) and perfluorooctanoic acid (PFOA) were measured in cord whole blood at birth and in participants' serum from age 28 years. We calculated the Matsuda-insulin sensitivity index (ISI) and the insulinogenic index (IGI) based on a 2 h-oral glucose tolerance test performed at age 28. Effect modification was evaluated in linear regression models adjusted for cross-product terms (PFAS*SNP) and important covariates.
Prenatal and adult PFOS exposures were significantly associated with decreased insulin sensitivity and increased beta-cell function. PFOA associations were in the same direction but attenuated compared to PFOS. A total of 58 SNPs were associated with at least one PFAS exposure variable and/or Matsuda-ISI or IGI in the Faroese population and were subsequently tested as modifiers in the PFAS-clinical outcome associations. Eighteen SNPs showed interaction p-values (P) < 0.05 in at least one PFAS-clinical outcome association, five of which passed False Discovery Rate (FDR) correction (P<0.20). SNPs for which we found stronger evidence for GxE interactions included ABCA1 rs3890182, FTO rs9939609, FTO rs3751812, PPARG rs170036314 and SLC12A3 rs2289116 and were more clearly shown to modify the PFAS associations with insulin sensitivity, rather than with beta-cell function.
Findings from this study suggest that PFAS-associated changes in insulin sensitivity could vary between individuals as a result of genetic predisposition and warrant replication in independent larger populations.
已有研究表明,全氟烷基物质(PFAS)暴露与人类的胰岛素敏感性和胰岛β细胞功能变化有关。糖尿病的遗传易感性可能会改变这些关联;然而,这一假说尚未得到研究。
通过靶向基因-环境(GxE)方法,评估遗传异质性作为 PFAS 与胰岛素敏感性和胰岛β细胞功能关联的修饰因子。
我们研究了 1986-1987 年在法罗群岛出生的 665 名成年人中的 85 个与 2 型糖尿病相关的单核苷酸多态性(SNP)。在出生时采集脐带全血中的全氟辛烷磺酸(PFOS)和全氟辛酸(PFOA),并在参与者 28 岁时采集血清。我们根据 28 岁时进行的 2 小时口服葡萄糖耐量试验计算了 Matsuda 胰岛素敏感性指数(ISI)和胰岛素生成指数(IGI)。通过调整交叉乘积项(PFAS*SNP)和重要协变量的线性回归模型评估了效应修饰。
产前和成人时期的 PFOS 暴露与胰岛素敏感性降低和胰岛β细胞功能增强显著相关。与 PFOS 相比,PFOA 的相关性呈相同方向,但减弱。共有 58 个 SNP 与法罗群岛人群中的至少一个 PFAS 暴露变量和/或 Matsuda-ISI 或 IGI 相关,随后在 PFAS-临床结局关联中作为修饰因子进行了测试。在至少一个 PFAS-临床结局关联中,有 18 个 SNP 的交互 p 值(P)<0.05,其中 5 个通过假发现率(FDR)校正(P<0.20)。我们发现 GxE 相互作用的证据更强的 SNP 包括 ABCA1 rs3890182、FTO rs9939609、FTO rs3751812、PPARG rs170036314 和 SLC12A3 rs2289116,并且这些 SNP 更清楚地表明其修饰了 PFAS 与胰岛素敏感性的关联,而不是与胰岛β细胞功能的关联。
本研究结果表明,由于遗传易感性,PFAS 相关的胰岛素敏感性变化可能在个体之间存在差异,这需要在更大的独立人群中进行复制。