Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA.
Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY 10032, USA.
Genes (Basel). 2023 Sep 18;14(9):1814. doi: 10.3390/genes14091814.
Genome-wide association studies have discovered common genetic variants associated with cognitive performance. Polygenic scores that summarize these discoveries explain up to 10% of the variance in cognitive test performance in samples of adults. However, the role these genetics play in cognitive aging is not well understood. We analyzed data from 168 cognitively healthy participants aged 23-77 years old, with data on genetics, neuropsychological assessment, and brain-imaging measurements from two large ongoing studies, the Reference Abilities Neural Networks, and the Cognitive Reserve study. We tested whether a polygenic index previously related to cognition (Cog PGI) would moderate the relationship between age and measurements of the cognitive domains extracted from a neuropsychological evaluation: fluid reasoning, memory, vocabulary, and speed of processing. We further explored the relationship of Cog PGI and age on cognition using Johnson-Neyman intervals for two-way interactions. Sex, education, and brain measures of cortical thickness, total gray matter volume, and white matter hyperintensity were considered covariates. The analysis controlled for population structure-ancestry. There was a significant interaction effect of Cog PGI on the association between age and the domains of memory (Standardized coefficient = -0.158, -value = 0.022), fluid reasoning (Standardized coefficient = -0.146, -value = 0.020), and vocabulary (Standardized coefficient = -0.191, -value = 0.001). Higher PGI strengthened the negative relationship between age and the domains of memory and fluid reasoning while PGI weakened the positive relationship between age and vocabulary. Based on the Johnson-Neyman intervals, Cog PGI was significantly associated with domains of memory, reasoning, and vocabulary for younger adults. There is a significant moderation effect of genetic predisposition for cognition for the association between age and cognitive performance. Genetics discovered in genome-wide association studies of cognitive performance show a stronger association in young and midlife older adults.
全基因组关联研究发现了与认知表现相关的常见遗传变异。这些发现的多基因评分解释了成人样本中认知测试表现的 10%左右的差异。然而,这些遗传学在认知老化中的作用还不是很清楚。我们分析了来自 168 名认知健康的参与者的数据,这些参与者年龄在 23-77 岁之间,来自两个大型正在进行的研究,即参考能力神经网络和认知储备研究,这些研究提供了遗传学、神经心理学评估和脑成像测量数据。我们测试了先前与认知相关的多基因指数(Cog PGI)是否会调节年龄与神经心理学评估中提取的认知领域测量值之间的关系:流体推理、记忆、词汇和处理速度。我们使用约翰逊-内曼区间进一步探索了 Cog PGI 和年龄对认知的关系,以考虑双向相互作用。性别、教育程度以及大脑皮质厚度、总灰质体积和白质高信号的测量值被视为协变量。该分析控制了群体结构-祖源。Cog PGI 与年龄和记忆(标准化系数=-0.158,-值=0.022)、流体推理(标准化系数=-0.146,-值=0.020)和词汇(标准化系数=-0.191,-值=0.001)领域之间的关联存在显著的交互效应。较高的 PGI 增强了年龄与记忆和流体推理领域之间的负相关关系,而 PGI 减弱了年龄与词汇之间的正相关关系。基于约翰逊-内曼区间,Cog PGI 与记忆、推理和词汇等认知领域在年轻成年人中显著相关。认知遗传学的多基因评分在年龄与认知表现之间的关系中具有显著的调节作用。认知表现的全基因组关联研究中发现的遗传学显示出与年轻和中年老年人之间更强的关联。