Gao Q, Daunt P, Gibson A M, Pither R J
Cytox Limited, Manchester, UK.
JAR Life. 2022 Feb 23;11:1-8. doi: 10.14283/jarlife.2022.1. eCollection 2022.
The utility of Polygenic Risk Scores (PRS) is gaining increasing attention for generating an individual genetic risk profile to predict subsequent likelihood of future onset of Alzheimer's disease (AD), especially those carry two copies of the APOE E3 allele, currently considered at neutral risk in all populations studied.
To access the performance of PRS in predicting individuals whilst pre-symptomatic or with mild cognitive impairment who are at greatest risk of progression of cognitive impairment due to Alzheimer's Disease from the Alzheimer's Disease Neuroimaging Initiative (ADNI) as measured by the Preclinical Alzheimer Cognitive Composite (PACC) score profile. Design: A longitudinal analysis of data from the ADNI study conducted across over 50 sites in the US and Canada.
Multi-centre genetics study.
594 subjects either APOE E3 homozygotes or APOE E3/E4 heterozygotes who upon entry to the study were diagnosed as cognitively normal or with mild cognitive impairment.
Use of genotyping and/or whole genome sequencing data to calculate polygenic risk scores and assess its ability to predict subsequent cognitive decline as measured by PACC over 5 years. Results: Assessing both cognitively normal and mild cognitive impaired subjects using a PRS threshold of greater than 0.6, the high genetic risk participant group declined more than the low risk group over 5 years as measured by PACC score (PACC score reduced by time).
Our findings have shown that polygenic risk score provides a promising tool to identify those with higher risk to decline over 5 years regardless of their APOE alleles according to modified PACC profile, especially its ability to identify APOE3/E3 cognitively normal individuals who are at most risk for early cognitive decline. This genotype accounts for approximately 60% of the general population and 35% of the AD population but currently would not be considered at higher risk without access to expensive or invasive biomarker testing.
多基因风险评分(PRS)在生成个体遗传风险概况以预测未来患阿尔茨海默病(AD)的可能性方面越来越受到关注,尤其是那些携带两个APOE E3等位基因拷贝的个体,目前在所有研究的人群中被认为处于中性风险。
通过临床前阿尔茨海默病认知综合(PACC)评分概况,评估PRS在预测阿尔茨海默病神经影像倡议(ADNI)中处于认知障碍进展最高风险的无症状或轻度认知障碍个体方面的表现。设计:对在美国和加拿大50多个地点进行的ADNI研究数据进行纵向分析。
多中心遗传学研究。
594名受试者,他们要么是APOE E3纯合子,要么是APOE E3/E4杂合子,在进入研究时被诊断为认知正常或轻度认知障碍。
使用基因分型和/或全基因组测序数据计算多基因风险评分,并评估其预测5年内PACC测量的后续认知下降的能力。结果:使用大于0.6的PRS阈值评估认知正常和轻度认知障碍受试者,高遗传风险参与者组在5年内的下降幅度大于低风险组,以PACC评分衡量(PACC评分随时间降低)。
我们的研究结果表明,多基因风险评分提供了一个有前景的工具,可根据修改后的PACC概况识别出5年内有更高下降风险的个体,无论其APOE等位基因如何,特别是其识别APOE3/E3认知正常个体的能力,这些个体处于早期认知下降的最高风险。这种基因型约占普通人群的60%和AD人群的35%,但目前如果不进行昂贵或侵入性的生物标志物检测,不会被认为处于更高风险。