Division of Psychology, Nanyang Technological University, 48 Nanyang Avenue, Singapore.
Department of Radiology and Biomedical Imaging, University of California, San Francisco, 500 Parnassus Avenue, San Francisco, CA, USA.
Brain. 2019 Feb 1;142(2):460-470. doi: 10.1093/brain/awy327.
Mounting evidence indicates that the polygenic basis of late-onset Alzheimer's disease can be harnessed to identify individuals at greatest risk for cognitive decline. We have previously developed and validated a polygenic hazard score comprising of 31 single nucleotide polymorphisms for predicting Alzheimer's disease dementia age of onset. In this study, we examined whether polygenic hazard scores are associated with: (i) regional tracer uptake using amyloid PET; (ii) regional volume loss using longitudinal MRI; (iii) post-mortem regional amyloid-β protein and tau associated neurofibrillary tangles; and (iv) four common non-Alzheimer's pathologies. Even after accounting for APOE, we found a strong association between polygenic hazard scores and amyloid PET standard uptake volume ratio with the largest effects within frontal cortical regions in 980 older individuals across the disease spectrum, and longitudinal MRI volume loss within the entorhinal cortex in 607 older individuals across the disease spectrum. We also found that higher polygenic hazard scores were associated with greater rates of cognitive and clinical decline in 632 non-demented older individuals, even after controlling for APOE status, frontal amyloid PET and entorhinal cortex volume. In addition, the combined model that included polygenic hazard scores, frontal amyloid PET and entorhinal cortex volume resulted in a better fit compared to a model with only imaging markers. Neuropathologically, we found that polygenic hazard scores were associated with regional post-mortem amyloid load and neuronal neurofibrillary tangles, even after accounting for APOE, validating our imaging findings. Lastly, polygenic hazard scores were associated with Lewy body and cerebrovascular pathology. Beyond APOE, we show that in living subjects, polygenic hazard scores were associated with amyloid deposition and neurodegeneration in susceptible brain regions. Polygenic hazard scores may also be useful for the identification of individuals at the highest risk for developing multi-aetiological dementia.
越来越多的证据表明,迟发性阿尔茨海默病的多基因基础可以被利用来识别认知能力下降风险最大的个体。我们之前开发并验证了一种多基因危险评分,该评分由 31 个单核苷酸多态性组成,用于预测阿尔茨海默病痴呆的发病年龄。在这项研究中,我们研究了多基因危险评分是否与以下因素相关:(i)使用淀粉样蛋白 PET 进行的区域示踪剂摄取;(ii)使用纵向 MRI 进行的区域体积损失;(iii)死后的区域淀粉样蛋白-β蛋白和 tau 相关神经原纤维缠结;和(iv)四种常见的非阿尔茨海默病病理。即使考虑到 APOE,我们仍然发现多基因危险评分与淀粉样蛋白 PET 标准摄取比值之间存在很强的关联,这种关联在疾病谱中 980 名老年个体的额皮质区域内最大,在疾病谱中 607 名老年个体的内嗅皮质的纵向 MRI 体积损失中也存在这种关联。我们还发现,即使在控制 APOE 状态、额部淀粉样蛋白 PET 和内嗅皮质体积后,较高的多基因危险评分与 632 名非痴呆老年个体的认知和临床衰退速度更快有关。此外,与仅包含成像标志物的模型相比,包含多基因危险评分、额部淀粉样蛋白 PET 和内嗅皮质体积的综合模型具有更好的拟合度。神经病理学上,我们发现多基因危险评分与死后的区域淀粉样蛋白负荷和神经元神经原纤维缠结有关,即使考虑到 APOE,也验证了我们的成像结果。最后,多基因危险评分与路易体和脑血管病理有关。除了 APOE,我们还表明,在活体受试者中,多基因危险评分与易受影响的大脑区域的淀粉样蛋白沉积和神经退行性变有关。多基因危险评分可能也有助于识别最有可能患上多病因痴呆的个体。