Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02215, USA.
Genet Epidemiol. 2013 Jan;37(1):92-8. doi: 10.1002/gepi.21694. Epub 2012 Nov 7.
The primary circulating form of vitamin D is 25-hydroxy vitamin D (25(OH)D), a modifiable trait linked with a growing number of chronic diseases. In addition to environmental determinants of 25(OH)D, including dietary sources and skin ultraviolet B (UVB) exposure, twin- and family-based studies suggest that genetics contribute substantially to vitamin D variability with heritability estimates ranging from 43% to 80%. Genome-wide association studies (GWAS) have identified single nucleotide polymorphisms (SNPs) located in four gene regions associated with 25(OH)D. These SNPs collectively explain only a fraction of the heritability in 25(OH)D estimated by twin- and family-based studies. Using 25(OH)D concentrations and GWAS data on 5,575 subjects drawn from five cohorts, we hypothesized that genome-wide data, in the form of (1) a polygenic score comprised of hundreds or thousands of SNPs that do not individually reach GWAS significance, or (2) a linear mixed model for genome-wide complex trait analysis, would explain variance in measured circulating 25(OH)D beyond that explained by known genome-wide significant 25(OH)D-associated SNPs. GWAS identified SNPs explained 5.2% of the variation in circulating 25(OH)D in these samples and there was little evidence additional markers significantly improved predictive ability. On average, a polygenic score comprised of GWAS-identified SNPs explained a larger proportion of variation in circulating 25(OH)D than scores comprised of thousands of SNPs that were on average, nonsignificant. Employing a linear mixed model for genome-wide complex trait analysis explained little additional variability (range 0-22%). The absence of a significant polygenic effect in this relatively large sample suggests an oligogenetic architecture for 25(OH)D.
维生素 D 的主要循环形式是 25-羟维生素 D(25(OH)D),这是一种可改变的特征,与越来越多的慢性疾病有关。除了 25(OH)D 的环境决定因素,包括饮食来源和皮肤紫外线 B(UVB)暴露外,双胞胎和家庭为基础的研究表明,遗传因素对维生素 D 的变异性有很大贡献,遗传度估计范围从 43%到 80%。全基因组关联研究(GWAS)已经确定了四个基因区域中与 25(OH)D 相关的单核苷酸多态性(SNP)。这些 SNP 加在一起只解释了双胞胎和家庭为基础的研究中估计的 25(OH)D 遗传度的一小部分。利用来自五个队列的 5575 名受试者的 25(OH)D 浓度和 GWAS 数据,我们假设全基因组数据,以(1)由数百或数千个单个未达到 GWAS 显著性的 SNP 组成的多基因评分,或(2)全基因组复杂性状分析的线性混合模型,将解释测量的循环 25(OH)D 中的方差,超出已知的全基因组显著与 25(OH)D 相关的 SNP 解释的方差。GWAS 确定的 SNP 解释了这些样本中循环 25(OH)D 变异的 5.2%,几乎没有证据表明额外的标记显著提高了预测能力。平均而言,由 GWAS 确定的 SNP 组成的多基因评分比由数千个 SNP 组成的评分解释了更大比例的循环 25(OH)D 变异,这些 SNP 平均没有达到显著性。采用全基因组复杂性状分析的线性混合模型解释了很小的额外变异性(范围为 0-22%)。在这个相对较大的样本中,没有发现显著的多基因效应表明 25(OH)D 的遗传结构为寡基因。