Neuroradiology Section, Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA.
Department of Cognitive Science, University of California, La Jolla, San Diego, CA, USA.
Acta Neuropathol. 2018 Jan;135(1):85-93. doi: 10.1007/s00401-017-1789-4. Epub 2017 Nov 24.
There is an urgent need for identifying nondemented individuals at the highest risk of progressing to Alzheimer's disease (AD) dementia. Here, we evaluated whether a recently validated polygenic hazard score (PHS) can be integrated with known in vivo cerebrospinal fluid (CSF) or positron emission tomography (PET) biomarkers of amyloid, and CSF tau pathology to prospectively predict cognitive and clinical decline in 347 cognitive normal (CN; baseline age range = 59.7-90.1, 98.85% white) and 599 mild cognitively impaired (MCI; baseline age range = 54.4-91.4, 98.83% white) individuals from the Alzheimer's Disease Neuroimaging Initiative 1, GO, and 2. We further investigated the association of PHS with post-mortem amyloid load and neurofibrillary tangles in the Religious Orders Study and Memory and Aging Project (ROSMAP) cohort (N = 485, age at death range = 71.3-108.3). In CN and MCI individuals, we found that amyloid and total tau positivity systematically varies as a function of PHS. For individuals in greater than the 50th percentile PHS, the positive predictive value for amyloid approached 100%; for individuals in less than the 25th percentile PHS, the negative predictive value for total tau approached 85%. High PHS individuals with amyloid and tau pathology showed the steepest longitudinal cognitive and clinical decline, even among APOE ε4 noncarriers. Among the CN subgroup, we similarly found that PHS was strongly associated with amyloid positivity and the combination of PHS and biomarker status significantly predicted longitudinal clinical progression. In the ROSMAP cohort, higher PHS was associated with higher post-mortem amyloid load and neurofibrillary tangles, even in APOE ε4 noncarriers. Together, our results show that even after accounting for APOE ε4 effects, PHS may be useful in MCI and preclinical AD therapeutic trials to enrich for biomarker-positive individuals at highest risk for short-term clinical progression.
目前迫切需要识别出处于阿尔茨海默病(AD)痴呆最高风险的非痴呆个体。在这里,我们评估了最近验证的多基因危险评分(PHS)是否可以与已知的体内脑脊液(CSF)或正电子发射断层扫描(PET)淀粉样蛋白生物标志物以及 CSF tau 病理学相结合,以前瞻性预测 347 名认知正常(CN;基线年龄范围为 59.7-90.1,98.85%为白人)和 599 名轻度认知障碍(MCI;基线年龄范围为 54.4-91.4,98.83%为白人)个体的认知和临床下降情况,这些个体来自阿尔茨海默病神经影像学倡议 1、GO 和 2。我们还进一步研究了 PHS 与死后淀粉样蛋白负荷和神经原纤维缠结在宗教秩序研究和记忆与衰老项目(ROSMAP)队列中的关联(N=485,死亡年龄范围为 71.3-108.3)。在 CN 和 MCI 个体中,我们发现淀粉样蛋白和总 tau 阳性率系统地随 PHS 而变化。对于 PHS 大于第 50 百分位的个体,淀粉样蛋白的阳性预测值接近 100%;对于 PHS 小于第 25 百分位的个体,总 tau 的阴性预测值接近 85%。具有淀粉样蛋白和 tau 病理学的高 PHS 个体表现出最陡峭的纵向认知和临床下降,即使在 APOE ε4 非携带者中也是如此。在 CN 亚组中,我们同样发现 PHS 与淀粉样蛋白阳性密切相关,并且 PHS 和生物标志物状态的组合显著预测了纵向临床进展。在 ROSMAP 队列中,即使在 APOE ε4 非携带者中,较高的 PHS 与死后淀粉样蛋白负荷和神经原纤维缠结相关。总之,我们的结果表明,即使在考虑 APOE ε4 效应后,PHS 也可能在 MCI 和临床前 AD 治疗试验中有用,以便为具有最高短期临床进展风险的生物标志物阳性个体提供丰富的治疗方法。