Engelken Johannes, Espadas Guadalupe, Mancuso Francesco M, Bonet Nuria, Scherr Anna-Lena, Jímenez-Álvarez Victoria, Codina-Solà Marta, Medina-Stacey Daniel, Spataro Nino, Stoneking Mark, Calafell Francesc, Sabidó Eduard, Bosch Elena
†These authors contributed equally to this work. ‡Deceased October 23, 2015. Institute of Evolutionary Biology (CSIC-UPF), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain Department of Evolutionary Genetics, Max-Planck Institute for Evolutionary Anthropology, Leipzig, Germany
†These authors contributed equally to this work. Proteomics Unit, Center of Genomics Regulation, Barcelona, Spain Proteomics Unit, Universitat Pompeu Fabra, Barcelona, Spain
Mol Biol Evol. 2016 Mar;33(3):738-54. doi: 10.1093/molbev/msv267. Epub 2015 Nov 17.
Essential trace elements possess vital functions at molecular, cellular, and physiological levels in health and disease, and they are tightly regulated in the human body. In order to assess variability and potential adaptive evolution of trace element homeostasis, we quantified 18 trace elements in 150 liver samples, together with the expression levels of 90 genes and abundances of 40 proteins involved in their homeostasis. Additionally, we genotyped 169 single nucleotide polymorphism (SNPs) in the same sample set. We detected significant associations for 8 protein quantitative trait loci (pQTL), 10 expression quantitative trait loci (eQTLs), and 15 micronutrient quantitative trait loci (nutriQTL). Six of these exceeded the false discovery rate cutoff and were related to essential trace elements: 1) one pQTL for GPX2 (rs10133290); 2) two previously described eQTLs for HFE (rs12346) and SELO (rs4838862) expression; and 3) three nutriQTLs: The pathogenic C282Y mutation at HFE affecting iron (rs1800562), and two SNPs within several clustered metallothionein genes determining selenium concentration (rs1811322 and rs904773). Within the complete set of significant QTLs (which involved 30 SNPs and 20 gene regions), we identified 12 SNPs with extreme patterns of population differentiation (FST values in the top 5% percentile in at least one HapMap population pair) and significant evidence for selective sweeps involving QTLs at GPX1, SELENBP1, GPX3, SLC30A9, and SLC39A8. Overall, this detailed study of various molecular phenotypes illustrates the role of regulatory variants in explaining differences in trace element homeostasis among populations and in the human adaptive response to environmental pressures related to micronutrients.
必需微量元素在健康和疾病的分子、细胞及生理水平上具有至关重要的功能,且在人体中受到严格调控。为了评估微量元素稳态的变异性和潜在适应性进化,我们对150份肝脏样本中的18种微量元素进行了定量分析,同时测定了90个参与其稳态的基因的表达水平以及40种蛋白质的丰度。此外,我们还对同一组样本中的169个单核苷酸多态性(SNP)进行了基因分型。我们检测到8个蛋白质定量性状位点(pQTL)、10个表达定量性状位点(eQTL)和15个微量营养素定量性状位点(nutriQTL)存在显著关联。其中6个超过了错误发现率临界值,且与必需微量元素有关:1)一个针对GPX2的pQTL(rs10133290);2)两个先前描述的针对HFE(rs12346)和SELO(rs4838862)表达的eQTL;3)三个nutriQTL:HFE上影响铁的致病C282Y突变(rs1800562),以及几个成簇的金属硫蛋白基因内的两个SNP,它们决定了硒浓度(rs1811322和rs904773)。在整套显著的QTL(涉及30个SNP和20个基因区域)中,我们鉴定出12个具有极端群体分化模式的SNP(在至少一对HapMap群体中FST值处于前5%百分位),并有显著证据表明在GPX1、SELENBP1、GPX3、SLC30A9和SLC39A8处存在涉及QTL的选择性清除。总体而言,这项对各种分子表型的详细研究阐明了调控变异体在解释人群间微量元素稳态差异以及人类对与微量营养素相关的环境压力的适应性反应中的作用。