Abstract

The accumulation of toxic metals in the human body is influenced by exposure and mechanisms involved in metabolism, some of which may be under genetic control. This is the first genome-wide association study to investigate variants associated with whole blood levels of a range of toxic metals. Eleven toxic metals and trace elements (aluminium, cadmium, cobalt, copper, chromium, mercury, manganese, molybdenum, nickel, lead and zinc) were assayed in a cohort of 949 individuals using mass spectrometry. DNA samples were genotyped on the Infinium Omni Express bead microarray and imputed up to reference panels from the 1000 Genomes Project. Analyses revealed two regions associated with manganese level at genome-wide significance, mapping to 4q24 and 1q41. The lead single nucleotide polymorphism (SNP) in the 4q24 locus was rs13107325 (P-value = 5.1 × 10−11, β = −0.77), located in an exon of SLC39A8, which encodes a protein involved in manganese and zinc transport. The lead SNP in the 1q41 locus is rs1776029 (P-value = 2.2 × 10−14, β = −0.46). The SNP lies within the intronic region of SLC30A10, another transporter protein. Among other metals, the loci 6q14.1 and 3q26.32 were associated with cadmium and mercury levels (P = 1.4 × 10−10, β = −1.2 and P = 1.8 × 10−9, β = −1.8, respectively). Whole blood measurements of toxic metals are associated with genetic variants in metal transporter genes and others. This is relevant in inferring metabolic pathways of metals and identifying subsets of individuals who may be more susceptible to metal toxicity.

Highlights

  • Toxic metals are ubiquitous in the environment, with sources ranging from shipyard and construction business to agricultural and domestic industries

  • A total of 8 736 858 highquality single nucleotide polymorphisms (SNPs) with minor allele frequency (MAF) > 1% were included in the analysis

  • The present study showed that the genome-wide association studies (GWAS) approach is useful to investigate mechanisms in humans that are of interest for circulating levels of toxic metals and trace elements

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Summary

Introduction

Toxic metals are ubiquitous in the environment, with sources ranging from shipyard and construction business to agricultural and domestic industries These metals are bio-accumulative and have a variety of toxic effects in the human body [1]. Exposure to cadmium could result in liver and renal damage, as well as bone demineralization, while lead poisoning could affect the gastrointestinal and neurological systems [2]. The accumulation of these metals in the body is governed by environmental exposure and by mechanisms involved in the absorption, distribution, metabolism and elimination (ADME) of the compounds. These transporter families include NRAMP (natural resistance-associated macrophage protein), YSL (yellow stripe-like), ZIP [zinc-regulated transporter/iron-regulated transporter (ZRT/IRT1)-related protein], CAX (cation exchanger), CCX (calcium cation exchangers), CDF/ MTP (cation diffusion facilitator/metal tolerance protein) and VIT (vacuolar iron transporter)

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