Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK.
Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, EH8 9JZ, UK.
Nat Commun. 2019 Jul 18;10(1):3160. doi: 10.1038/s41467-019-11177-x.
Although plasma proteins may serve as markers of neurological disease risk, the molecular mechanisms responsible for inter-individual variation in plasma protein levels are poorly understood. Therefore, we conduct genome- and epigenome-wide association studies on the levels of 92 neurological proteins to identify genetic and epigenetic loci associated with their plasma concentrations (n = 750 healthy older adults). We identify 41 independent genome-wide significant (P < 5.4 × 10) loci for 33 proteins and 26 epigenome-wide significant (P < 3.9 × 10) sites associated with the levels of 9 proteins. Using this information, we identify biological pathways in which putative neurological biomarkers are implicated (neurological, immunological and extracellular matrix metabolic pathways). We also observe causal relationships (by Mendelian randomisation analysis) between changes in gene expression (DRAXIN, MDGA1 and KYNU), or DNA methylation profiles (MATN3, MDGA1 and NEP), and altered plasma protein levels. Together, this may help inform causal relationships between biomarkers and neurological diseases.
尽管血浆蛋白可能是神经疾病风险的标志物,但导致个体间血浆蛋白水平差异的分子机制仍知之甚少。因此,我们对 92 种神经蛋白的水平进行了全基因组和全基因组关联研究,以鉴定与血浆浓度相关的遗传和表观遗传位点(n=750 名健康老年人)。我们确定了 33 种蛋白的 41 个独立的全基因组显著(P<5.4×10)位点和 9 种蛋白水平的 26 个全基因组显著(P<3.9×10)位点。利用这些信息,我们确定了可能的神经生物标志物所涉及的生物学途径(神经、免疫和细胞外基质代谢途径)。我们还通过孟德尔随机化分析观察到基因表达(DRAXIN、MDGA1 和 KYNU)或 DNA 甲基化谱(MATN3、MDGA1 和 NEP)的变化与血浆蛋白水平改变之间的因果关系。总之,这可能有助于了解生物标志物与神经疾病之间的因果关系。