Department of Psychiatry, McGill University, Montreal, QC H3A 0G4, Canada.
Douglas Research Centre, Montreal, QC H4H 1R3, Canada.
Genes (Basel). 2021 Nov 17;12(11):1805. doi: 10.3390/genes12111805.
Midlife hypercholesterolemia is a well-known risk factor for sporadic Alzheimer's disease (AD), and like AD, it is highly influenced by genetics with heritability estimates of 32-63%. We thus hypothesized that genetics underlying peripheral blood total cholesterol (TC) levels could influence the risk of developing AD. We created a weighted polygenic score (TC-PGS) using summary data from a meta-analysis of TC genome-wide association studies for evaluation in three independent AD-related cohorts spanning pre-clinical, clinical, and pathophysiologically proved AD. APOE-ε4 variant was purposely included in the analysis as it represents an already well-established genetic risk factor for both AD and circulating TC. We could vastly improve the performance of the score when considering -value thresholds for inclusion in the score, sex, and statin use. This optimized score (-value threshold of 1 × 10 for inclusion in the score) explained 18.2% of the variance in TC levels in statin free females compared to 6.9% in the entire sample and improved prediction of hypercholesterolemia (receiver operator characteristics analysis revealed area under the curve increase from 70.8% to 80.5%). The TC-PGS was further evaluated for association with AD risk and pathology. We found no association between the TC-PGS and either of the AD hallmark pathologies, assessed by cerebrospinal fluid levels of Aβ-42, p-Tau, and t-Tau, and 18F-NAV4694 and 18F-AV-1451 positron emission tomography. Similarly, we found no association with the risk of developing amyloid pathology or becoming cognitively impaired in individuals with amyloid pathology.
中年高胆固醇血症是散发性阿尔茨海默病(AD)的一个众所周知的危险因素,与 AD 一样,它受遗传因素的影响很大,遗传率估计为 32-63%。因此,我们假设影响外周血总胆固醇(TC)水平的遗传学因素可能会影响 AD 的发病风险。我们使用 TC 全基因组关联研究荟萃分析的汇总数据创建了一个加权多基因评分(TC-PGS),用于评估跨越临床前、临床和病理生理学证实的 AD 的三个独立的 AD 相关队列。APOE-ε4 变体被特意包含在分析中,因为它代表了 AD 和循环 TC 已经确立的遗传风险因素。当考虑纳入评分的 - 值阈值、性别和他汀类药物使用时,我们可以大大提高评分的性能。与整个样本相比,在未使用他汀类药物的女性中,优化后的评分(纳入评分的 - 值阈值为 1×10)解释了 TC 水平方差的 18.2%,并且改善了对高胆固醇血症的预测(接受者操作特征分析显示曲线下面积从 70.8%增加到 80.5%)。TC-PGS 进一步评估了与 AD 风险和病理的关联。我们发现 TC-PGS 与 AD 标志性病理之一(通过脑脊液 Aβ-42、p-Tau 和 t-Tau 水平以及 18F-NAV4694 和 18F-AV-1451 正电子发射断层扫描评估)之间没有关联,也与具有淀粉样蛋白病理的个体发生淀粉样蛋白病理或认知障碍的风险没有关联。