Impact of the polygenic risk scores for attention-deficit/hyperactivity disorder in Alzheimer's disease
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Douglas Teixeira Leffa
Guilherme Povala
Bruna Bellaver
João Pedro Ferrari-Souza
Pamela C. L. Ferreira
Firoza Z. Lussier
Cristiano Schaffer Aguzzoli
Carolina Soares
Hussein Zalzale
Francieli Rohden
Guilherme Bauer-Negrini
Sarah Abbas
Maitê Schneider
Joseph Therriault
Oscar L. Lopez
Victor L. Villemagne
William E. Klunk
Dana L. Tudorascu
Ann D. Cohen
Pedro Rosa-Neto
Eduardo R. Zimmer
Thomas K. Karikari
Luis Augusto Rohde
Brooke S. G. Molina
Tharick A. Pascoal
Alzheimer's Disease Neuroimaging Initiative
Abstract
INTRODUCTION: Epidemiological studies indicate a link between attention-deficit/hyperactivity disorder (ADHD) and elevated risk of dementia. However, the impact of ADHD on cognition and Alzheimer’s disease (AD) biomarkers in individuals with cognitive impairment remains unclear. METHODS: We computed weighted ADHD polygenic risk scores (ADHD-PRS) in 938 cognitively impaired participants (674 mild cognitive impairment [MCI] and 264 dementia; mean age 73.5 years). A subset underwent cerebrospinal fluid (CSF) analysis for amyloid beta (Aβ) and phosphorylated tau, as well as fluorodeoxyglucose positron emission tomography ([18F]FDG-PET). RESULTS: We observed lower executive function in individuals with high ADHD-PRS for both MCI and dementia participants. Higher levels of CSF phosphorylated tau, but not Aβ, were observed in dementia participants with higher ADHD-PRS. Increased ADHD-PRS was associated with glucose hypometabolism in the frontal and parietal cortices. DISCUSSION: ADHD-PRS is associated with a more severe disease presentation in individuals with cognitive impairment due to dementia, characterized by impaired executive function, elevated tau pathology, and hypometabolism in the frontal and parietal cortices. HIGHLIGHTS: We calculated the genetic liability for attention-deficit/hyperactivity disorder (ADHD) using polygenic risk scores (ADHD-PRS). Elevated ADHD-PRS was associated with executive function deficits in individuals with mild cognitive impairment (MCI) or Alzheimer’s disease (AD) dementia. Higher levels of cerebrospinal fluid (CSF) phosphorylated tau, but not amyloid beta (Aβ), were observed in dementia participants with higher ADHD-PRS. Higher ADHD-PRS was associated with brain hypometabolism in individuals with AD dementia. Hypometabolism in the parietal cortex mediated the effects of ADHD-PRS on executive function.
Type
Publication
Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association
Status
Peer-reviewed

Authors
Biomedical Data Scientist
Computational neuroscientist working at the intersection of machine learning, biomedical
imaging, and human genetics in neurodegenerative disease. My work applies deep learning to
high-dimensional medical images, harmonizes imaging measurements across sites and acquisition
protocols, and integrates imaging with genomic, proteomic, and longitudinal clinical data to
characterise Alzheimer’s disease and related dementias, with particular focus on fluid and
imaging biomarkers of neurodegeneration.