Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY 10032, USA.
Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.
Int J Environ Res Public Health. 2018 Jun 5;15(6):1179. doi: 10.3390/ijerph15061179.
We investigated the effect of candidate variants in (arsenic (III) methyltransferase) with urinary arsenic metabolites and their principal components in a subset of 264 participants in the Multi-Ethnic Study of Atherosclerosis (MESA). Urinary arsenic species, including inorganic arsenic (iAs), monomethylarsonate (MMA), dimethylarsinate (DMA), and arsenobetaine (Ab), were measured using high performance liquid chromatography-inductively coupled plasma mass spectrometry (HPLC-ICPMS) and corrected for organic sources from seafood consumption by regressing Ab on arsenic species using a validated method. Principal components of arsenic metabolism were also used as independent phenotypes. We conducted linear regression of arsenic traits with allelic dosage of candidate single nucleotide polymorphisms (SNPs) rs12768205 (G > A), rs3740394 (A > G), and rs3740393 (G > C) measured using Illumina MetaboChip. Models were stratified by non-Hispanic white vs. all other race/ethnicity and adjusted for age, sex, arsenic exposure, study site, and population stratification. Consistent with previous studies, rs12768205 showed evidence for strongest association (non-Hispanic white: iAs% -0.14 (P 0.83), MMA% -0.66 (0.49), DMA% 0.81(0.49); other race/ethnicity: 0.13 (0.71), -1.21 (0.09), 1.08 (0.20)). No association, however, passed the strict Bonferroni -value. This was a novel study among an ethnically diverse population exposed to low arsenic levels.
我们在动脉粥样硬化多民族研究(MESA)的 264 名参与者的亚组中,研究了候选变体(砷(III)甲基转移酶)与尿砷代谢物及其主要成分的关系。使用高效液相色谱-电感耦合等离子体质谱法(HPLC-ICPMS)测量了尿砷种类,包括无机砷(iAs)、一甲基砷酸(MMA)、二甲基砷酸(DMA)和砷甜菜碱(Ab),并通过使用经验证的方法回归 Ab 来校正海鲜消费中的有机砷来源,对其进行了校正。还使用砷代谢的主要成分作为独立表型。我们使用 Illumina MetaboChip 进行了与候选单核苷酸多态性(SNP)rs12768205(G > A)、rs3740394(A > G)和 rs3740393(G > C)的等位基因剂量的线性回归,这些 SNP 是用 Illumina MetaboChip 测量的。模型按非西班牙裔白人与其他种族/民族进行分层,并根据年龄、性别、砷暴露、研究地点和人群分层进行了调整。与之前的研究一致,rs12768205 显示出与最强关联的证据(非西班牙裔白人:iAs% -0.14(P 0.83),MMA% -0.66(0.49),DMA% 0.81(0.49);其他种族/民族:0.13(0.71),-1.21(0.09),1.08(0.20))。然而,没有一个关联通过了严格的 Bonferroni 值。这是一项在暴露于低砷水平的多种族人群中进行的新研究。