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Causal Associations Between Modifiable Risk Factors and the Alzheimer’s Phenome
- Source :
- Ann Neurol
- Publication Year :
- 2020
-
Abstract
- Objective The purpose of this study was to infer causal relationships between 22 previously reported risk factors for Alzheimer's disease (AD) and the "AD phenome": AD, AD age of onset (AAOS), hippocampal volume, cortical surface area and thickness, cerebrospinal fluid (CSF) levels of amyloid-β (Aβ42 ), tau, and ptau181 , and the neuropathological burden of neuritic plaques, neurofibrillary tangles (NFTs), and vascular brain injury (VBI). Methods Polygenic risk scores (PRS) for the 22 risk factors were computed in 26,431 AD cases/controls and the association with AD was evaluated using logistic regression. Two-sample Mendelian randomization (MR) was used to infer the causal effect of risk factors on the AD phenome. Results PRS for increased education and diastolic blood pressure were associated with reduced risk for AD. MR indicated that only education was causally associated with reduced risk of AD, delayed AAOS, and increased cortical surface area and thickness. Total- and LDL-cholesterol levels were causally associated with increased neuritic plaque burden, although the effects were driven by single nucleotide polymorphisms (SNPs) within the APOE locus. Diastolic blood pressure and pulse pressure are causally associated with increased risk of VBI. Furthermore, total cholesterol was associated with decreased hippocampal volume; smoking initiation with decreased cortical thickness; type 2 diabetes with an earlier AAOS; and sleep duration with increased cortical thickness. Interpretation Our comprehensive examination of the genetic evidence for the causal relationships between previously reported risk factors in AD using PRS and MR supports a causal role for education, blood pressure, cholesterol levels, smoking, and diabetes with the AD phenome. ANN NEUROL 2021;89:54-65.
- Subjects :
- 0301 basic medicine
Apolipoprotein E
Oncology
Male
medicine.medical_specialty
Type 2 diabetes
Phenome
Article
03 medical and health sciences
0302 clinical medicine
Cognition
Alzheimer Disease
Risk Factors
Diabetes mellitus
Internal medicine
Mendelian randomization
medicine
Humans
Aged
Aged, 80 and over
Amyloid beta-Peptides
business.industry
Brain
Neurofibrillary Tangles
Middle Aged
medicine.disease
Peptide Fragments
Pulse pressure
030104 developmental biology
Blood pressure
Cholesterol
Neurology
Diabetes Mellitus, Type 2
Female
Neurology (clinical)
Age of onset
business
Sleep
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Ann Neurol
- Accession number :
- edsair.doi.dedup.....68954f0666e48aaadd7230e003f12fc8