Author:
Kikuchi Masataka,Miyashita Akinori,Hara Norikazu,Kasuga Kensaku,Saito Yuko,Murayama Shigeo,Kakita Akiyoshi,Akatsu Hiroyasu,Ozaki Kouichi,Niida Shumpei,Kuwano Ryozo,Iwatsubo Takeshi,Nakaya Akihiro,Ikeuchi Takeshi, ,
Abstract
AbstractBackgroundPolygenic effects have been proposed to account for some disease phenotypes; these effects are calculated as a polygenic risk score (PRS). This score is correlated with Alzheimer’s disease (AD)-related phenotypes, such as biomarker abnormalities and brain atrophy, and is associated with conversion from mild cognitive impairment (MCI) to AD. However, the AD PRS has been examined mainly in Europeans, and owing to differences in genetic structure and lifestyle, it is unclear whether the same relationships between the PRS and AD-related phenotypes exist in non-European populations. In this study, we calculated and evaluated the AD PRS in Japanese individuals using GWAS statistics from Europeans.MethodsIn this study, we calculated the AD PRS in 504 Japanese participants (145 cognitively unimpaired (CU) participants, 220 participants with late mild cognitive impairment (MCI), and 139 patients with mild AD dementia) enrolled in the Japanese Alzheimer’s Disease Neuroimaging Initiative (J-ADNI) project. In order to evaluate the clinical value of this score, we (1) determined the polygenic effects on AD in the J-ADNI and validated it using two independent cohorts (a Japanese neuropathology (NP) cohort (n=565) and the North American ADNI (NA-ADNI) cohort (n=617)), (2) examined the AD-related phenotypes associated with the PRS, and (3) tested whether the PRS helps predict the conversion of MCI to AD.ResultsThe PRS using 131 SNPs had an effect independent ofAPOE. The PRS differentiated between CU participants and AD patients with an area under the curve (AUC) of 0.755 when combined with theAPOEvariants. Similar AUC was obtained when PRS calculated by the NP and NA-ADNI cohorts was applied. In MCI patients, the PRS was associated with cerebrospinal fluid phosphorylated-tau levels (β estimate = 0.235, p value = 0.026). MCI with a high PRS showed a significantly increased conversion to AD inAPOEε4 noncarriers with a hazard rate of 2.22.ConclusionsWe showed that the AD PRS is useful in the Japanese population, whose genetic structure is different from that of the European population. These findings suggest that the polygenicity of AD is partially common across ethnic differences.
Publisher
Cold Spring Harbor Laboratory