Basic Science and Pathogenesis

Mark W Logue1,2, Rui Zhang2, Mark Miller2

  • 1Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.

Insights

Cardiovascular diseases (CVDs) significantly increase Alzheimer's disease and related dementias (ADRD) risk, especially with APOE-ε4. Gene-environment interactions show additive effects, highlighting the need for combined genetic and comorbidity assessments for dementia risk.

Area of Science:

  • Neuroscience
  • Genetics
  • Epidemiology

Background:

  • Cardiovascular diseases (CVDs) like peripheral artery disease (PAD) and coronary artery disease (CAD) are established risk factors for Alzheimer’s disease and related dementias (ADRD).
  • The APOE-ε4 variant, a major genetic risk factor for AD, is associated with increased cholesterol and triglyceride levels, further elevating cardiovascular disease risk.
  • This study investigates the combined impact of APOE-ε4 and CVDs on ADRD prevalence within the US Department of Veterans Affairs' Million Veteran Program (MVP).

Purpose of the Study:

  • To examine the interactive effects of APOE-ε4 genotype with cardiovascular diseases (CVDs) on the prevalence of Alzheimer's disease and related dementias (ADRD).
  • To assess gene-by-environment (GxE) interactions between APOE-ε4 and a spectrum of CVDs (PAD, CAD, myocardial infarction, hypertension, hyperlipidemia) in relation to ADRD.
  • To provide a more interpretable measure of interaction using additive-scale metrics (Relative Excess Risk due to Interaction - RERI).

Main Methods:

  • Utilized a large cohort of European ancestry MVP participants (n=11,112 ADRD cases, 170,361 controls) aged 65+ with genotype data.
  • Performed cross-sectional logistic regression analyses using the GEM software package to test for GxE interactions.
  • Employed validated algorithms for identifying ADRD, myocardial infarction (MI), PAD, CAD, hypertension, and hyperlipidemia using ICD codes and Phecodes.

Main Results:

  • CVDs demonstrated significant main-effect associations with ADRD (ORs 1.55-1.82, p < 10^99).
  • Both omnibus and individual CVD interaction terms revealed significant GxE interactions between APOE-ε4 and CVDs (p-values as low as 7x10^-8).
  • RERI estimates confirmed significant positive additive-scale interactions, indicating that the combined risk of APOE-ε4 and CVDs for ADRD is greater than the sum of their individual risks.

Conclusions:

  • Additive-scale interactions between APOE-ε4 and CVDs provide a more direct interpretation of their combined effect on ADRD prevalence.
  • ADRD prevalence increases with the number of inherited APOE-ε4 alleles in individuals with cardiovascular disease.
  • Integrating genetic information (APOE-ε4) with health comorbidity data (CVDs) can enhance dementia risk assessment accuracy, particularly in veteran populations.
Abstract

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