Imperial College London, London, United Kingdom.
Dublin City University, Dublin, Ireland.
J Alzheimers Dis. 2021;79(1):127-139. doi: 10.3233/JAD-200578.
Over 20 single-nucleotide polymorphisms (SNPs) are associated with increased risk of Alzheimer's disease (AD). We categorized these loci into immunity, lipid metabolism, and endocytosis pathways, and associated the polygenic risk scores (PRS) calculated, with AD biomarkers in mild cognitive impairment (MCI) subjects.
The aim of this study was to identify associations between pathway-specific PRS and AD biomarkers in patients with MCI and healthy controls.
AD biomarkers ([18F]Florbetapir-PET SUVR, FDG-PET SUVR, hippocampal volume, CSF tau and amyloid-β levels) and neurocognitive tests scores were obtained in 258 healthy controls and 451 MCI subjects from the ADNI dataset at baseline and at 24-month follow up. Pathway-related (immunity, lipid metabolism, and endocytosis) and total polygenic risk scores were calculated from 20 SNPs. Multiple linear regression analysis was used to test predictive value of the polygenic risk scores over longitudinal biomarker and cognitive changes.
Higher immune risk score was associated with worse cognitive measures and reduced glucose metabolism. Higher lipid risk score was associated with increased amyloid deposition and cortical hypometabolism. Total, immune, and lipid scores were associated with significant changes in cognitive measures, amyloid deposition, and brain metabolism.
Polygenic risk scores highlights the influence of specific genes on amyloid-dependent and independent pathways; and these pathways could be differentially influenced by lipid and immune scores respectively.
超过 20 个单核苷酸多态性 (SNP) 与阿尔茨海默病 (AD) 的发病风险增加相关。我们将这些基因座分为免疫、脂质代谢和内吞作用途径,并将计算出的多基因风险评分 (PRS) 与轻度认知障碍 (MCI) 患者的 AD 生物标志物相关联。
本研究旨在确定 MCI 患者和健康对照者中特定途径 PRS 与 AD 生物标志物之间的关联。
AD 生物标志物 ([18F] 氟比他培-PET SUVR、FDG-PET SUVR、海马体积、CSF tau 和淀粉样蛋白-β 水平) 和神经认知测试评分在 ADNI 数据集的 258 名健康对照者和 451 名 MCI 患者中获得,这些患者在基线和 24 个月随访时进行了测量。从 20 个 SNP 中计算出与途径相关的 (免疫、脂质代谢和内吞作用) 和总多基因风险评分。使用多元线性回归分析来测试多基因风险评分对纵向生物标志物和认知变化的预测价值。
更高的免疫风险评分与认知能力下降和葡萄糖代谢减少相关。更高的脂质风险评分与淀粉样蛋白沉积增加和皮质代谢减少相关。总、免疫和脂质评分与认知能力、淀粉样蛋白沉积和大脑代谢的显著变化相关。
多基因风险评分突出了特定基因对淀粉样蛋白依赖性和非依赖性途径的影响;并且这些途径可能分别受到脂质和免疫评分的不同影响。