UK Dementia Research Institute, Cardiff University, Cardiff, UK.
Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK.
J Alzheimers Dis. 2021;84(1):141-149. doi: 10.3233/JAD-210685.
The rate of cognitive decline in Alzheimer's disease (AD) has been found to vary widely between individuals, with numerous factors driving this heterogeneity.
This study aimed to compute a measure of cognitive decline in patients with AD based on clinical information and to utilize this measure to explore the genetic architecture of cognitive decline in AD.
An in-house cohort of 616 individuals, hereby termed the Cardiff Genetic Resource for AD, as well as a subset of 577 individuals from the publicly available ADNI dataset, that have been assessed at multiple timepoints, were used in this study. Measures of cognitive decline were computed using various mixed effect linear models of Mini-Mental State Examination (MMSE). After an optimal model was selected, a metric of cognitive decline for each individual was estimated as the random slope derived from this model. This metric was subsequently used for testing the association of cognitive decline with apolipoprotein E (APOE) genotype.
No association was found between the number of APOEɛ2 or ɛ4 alleles and the rate of cognitive decline in either of the datasets examined.
Further exploration is required to uncover possible genetic variants that affect the rate of decline in patients with AD.
阿尔茨海默病(AD)患者的认知能力下降率在个体之间存在很大差异,许多因素导致了这种异质性。
本研究旨在基于临床信息计算 AD 患者的认知下降指标,并利用该指标探索 AD 认知下降的遗传结构。
本研究使用了内部的 616 名个体组成的 Cardiff Genetic Resource for AD 队列,以及来自公开可用的 ADNI 数据集的 577 名个体的子集,这些个体在多个时间点进行了评估。使用各种 Mini-Mental State Examination(MMSE)混合效应线性模型计算认知下降的衡量指标。在选择了最优模型后,将从该模型得出的随机斜率作为每个个体的认知下降衡量指标进行估计。然后,该指标用于测试认知下降与载脂蛋白 E(APOE)基因型之间的关联。
在检查的两个数据集均未发现 APOEɛ2 或ɛ4 等位基因的数量与认知下降率之间存在关联。
需要进一步探索可能影响 AD 患者下降速度的其他遗传变异。