Cognitive Genetics and Cognitive Therapy Group, Centre for Neuroimaging & Cognitive Genomics, School of Psychology and Discipline of Biochemistry, National University of Ireland Galway, H91 TK33 Galway, Ireland.
School of Mathematics, Statistics and Applied Mathematics, National University of Ireland Galway, H91 TK33 Galway, Ireland.
Genes (Basel). 2022 Jan 10;13(1):122. doi: 10.3390/genes13010122.
Cognitive resilience is the ability to withstand the negative effects of stress on cognitive functioning and is important for maintaining quality of life while aging. The UK Biobank does not have measurements of the same cognitive phenotype at distal time points. Therefore, we used education years (EY) as a proxy phenotype for past cognitive performance and current cognitive performance was based on processing speed. This represented an average time span of 40 years between past and current cognitive performance in 330,097 individuals. A confounding factor was that EY is highly polygenic and masked the genetics of resilience. To overcome this, we employed Genomics Structural Equation Modelling (GenomicSEM) to perform a genome-wide association study (GWAS)-by-subtraction using two GWAS, one GWAS of EY and resilience and a second GWAS of EY but not resilience, to generate a GWAS of . Using independent discovery and replication samples, we found 13 independent genetic loci for . Functional analyses showed enrichment in several brain regions and specific cell types. Gene-set analyses implicated the biological process "neuron differentiation", the cellular component "synaptic part" and the "WNT signalosome". Mendelian randomisation analysis showed a causative effect of white matter volume on cognitive resilience. These results may contribute to the neurobiological understanding of resilience.
认知弹性是指承受压力对认知功能负面影响的能力,对于老年人保持生活质量非常重要。英国生物库没有在远端时间点测量相同的认知表型。因此,我们使用受教育年限 (EY) 作为过去认知表现的替代表型,而当前认知表现则基于处理速度。在 330097 个人中,过去和当前认知表现之间的平均时间跨度为 40 年。一个混杂因素是 EY 高度多基因,掩盖了弹性的遗传基础。为了克服这一问题,我们采用基因组结构方程建模 (GenomicSEM) 利用两个 GWAS(一个 EY 和弹性的 GWAS,另一个 EY 但不包括弹性的 GWAS)进行减法 GWAS 分析,生成一个 GWAS。利用独立的发现和复制样本,我们发现了 13 个独立的与认知弹性相关的遗传位点。功能分析显示,在几个大脑区域和特定细胞类型中存在富集。基因集分析表明“神经元分化”的生物学过程、“突触部分”的细胞成分以及“WNT 信号体”。孟德尔随机化分析表明,白质体积对认知弹性有因果影响。这些结果可能有助于对弹性的神经生物学理解。