Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
Leveraging genetic propensity to identify modifiable factors for the age at onset of Alzheimer's disease.
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Li Yi-Ju, La Jong Ok, Naj Adam, Martin Eden R
Аннотация
INTRODUCTION: Knowledge of modifiable factors influencing age at onset (AAO) of Alzheimer's disease (AD) remains limited. This study utilizes genetic information to uncover such factors.
METHODS: Using 43 exposure genome-wide association studies (GWAS) summary statistics, we calculated corresponding polygenic scores (PGS) for 9219 AD cases and 10,345 controls from the Alzheimer's Disease Genetic Consortium (ADGC). Linear mixed model and survival analyses were performed to identify exposure-PGS associated with AAO. Top exposures were cross-evaluated using PGS from the PGS Catalog and Mendelian randomization (MR) for causal relationships.
RESULTS: Eight exposures showed significant exposure-PGS associations with AAO of AD. Higher educational attainment, better cognitive performance, and greater relative fat intake were associated with later AAO; whereas the remaining were linked to earlier onset. MR analysis indicated a causal relationship between AAO and educational attainment, cardiovascular disease, and type 2 diabetes (T2D).
DISCUSSION: The eight modifiable factors, particularly educational attainment, cardiovascular disease, and T2D, may facilitate early intervention to delay the onset of AD.
HIGHLIGHTS: We screened 43 modifiable factors for their association with the age at onset (AAO) of Alzheimer's disease (AD) using polygenic scores (PGS) as the proxy for the exposure. Higher educational attainment, better cognitive performance, and greater relative fat intake were linked to later AAO, suggesting an enhanced resilience against AD. Type 2 diabetes, cardiovascular disease, major coronary heart disease, and increased low-density lipoprotein (LDL) -cholesterol and total cholesterol are associated with earlier AAO. Mendelian randomization analysis revealed causal effects of educational attainment, type 2 diabetes, and cardiovascular disease on AAO of AD.
METHODS: Using 43 exposure genome-wide association studies (GWAS) summary statistics, we calculated corresponding polygenic scores (PGS) for 9219 AD cases and 10,345 controls from the Alzheimer's Disease Genetic Consortium (ADGC). Linear mixed model and survival analyses were performed to identify exposure-PGS associated with AAO. Top exposures were cross-evaluated using PGS from the PGS Catalog and Mendelian randomization (MR) for causal relationships.
RESULTS: Eight exposures showed significant exposure-PGS associations with AAO of AD. Higher educational attainment, better cognitive performance, and greater relative fat intake were associated with later AAO; whereas the remaining were linked to earlier onset. MR analysis indicated a causal relationship between AAO and educational attainment, cardiovascular disease, and type 2 diabetes (T2D).
DISCUSSION: The eight modifiable factors, particularly educational attainment, cardiovascular disease, and T2D, may facilitate early intervention to delay the onset of AD.
HIGHLIGHTS: We screened 43 modifiable factors for their association with the age at onset (AAO) of Alzheimer's disease (AD) using polygenic scores (PGS) as the proxy for the exposure. Higher educational attainment, better cognitive performance, and greater relative fat intake were linked to later AAO, suggesting an enhanced resilience against AD. Type 2 diabetes, cardiovascular disease, major coronary heart disease, and increased low-density lipoprotein (LDL) -cholesterol and total cholesterol are associated with earlier AAO. Mendelian randomization analysis revealed causal effects of educational attainment, type 2 diabetes, and cardiovascular disease on AAO of AD.