Related Experiment Video
Updated: May 21, 2026

Generalized Psychophysiological Interaction (PPI) Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
Clinical Clues to the Diagnostic Yield of Genetic Testing in Adults With Late-Onset Behavioral Change
Joan Groeneveld1,2,3, Sterre C M de Boer2,3, Welmoed Krudop2,4,5
1Genomics of Neurodegenerative Diseases and Aging, Human Genetics, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, the Netherlands.
Background And Objectives:
The diagnosis of behavioral variant frontotemporal dementia is often difficult because behavioral change has a broad differential diagnosis. Genetic testing may aid in the diagnostic process. We investigated the prevalence of pathogenic genetic variants (PGVs) in individuals referred to our memory clinic with late-onset behavioral change and identified clinical "red flags" for PGV carriership, specifically in diagnostically ambiguous cases.
Methods:
Individuals presenting with late-onset behavioral change were included from the Late Onset Frontal Lobe Syndrome study (n = 88), Social Brain Project (n = 265), and Amsterdam Dementia Cohort (n = 349). PGV prevalence was calculated. Among diagnostically ambiguous individuals at baseline, univariate logistic regression models were fitted to identify clinical cues for PGV carriership. Based on these results, we fitted multivariate logistic regression models. We also assessed the association of cortical thickness and subcortical volumes with PGV carriership.
Results:
Among 702 individuals, 228 received a diagnosis in the frontotemporal lobar degeneration (FTLD) spectrum at baseline and 474 were diagnostically ambiguous. A total of 106 individuals (15%) carried a PGV (20% in FTLD; 13% in ambiguous cases). The most common PGV in both groups was the C9orf72 repeat expansion (56% and 57%), followed by microtubule-associated protein tau (13% and 11%) and GRN (11% and 10%). A Huntingtin repeat expansion was found in 5 ambiguous cases. In multivariate analyses, PGV carriership was associated with a family history of dementia (ORFH [95% CI] 3.1 [1.7-5.5], p < 0.001), younger age (ORage,10yr [95% CI] 2.0 [1.4-2.9], p < 0.001), female sex (ORfemale [95% CI] 2.0 [1.1-3.6], p = 0.02), a Frontal Assessment Battery score <13 (ORFAB [95% CI] 2.1 [1.1-4.1], p < 0.05), and medial temporal and posterior atrophy (ORMTA [95% CI] 3.2 [1.0-10], p < 0.05; ORPCA [95% CI] 13 [2.0-81], p < 0.01). In additional MRI analyses, atrophy in the thalamus (standardized β ± standard error = -1.26 ± 0.28), putamen (-1.15 ± 0.24), and superior parietal cortex (-1.07 ± 0.22) was most strongly associated with PGV carriership.
Discussion:
Genetic testing for dementia-associated genes should be considered in all late-onset behavioral change cases. While we propose several clinical cues as "red flags" for PGV carriership, their absence should not preclude genetic counseling. The higher PGV prevalence among diagnostically ambiguous women suggests that FTLD may be underrecognized in women compared with men.
More Related Videos
Related Concept Videos
Human Genetics
The complex relationship between genetics and psychology is observable through common biological components such...
Alzheimer Disease l: Introduction
Behavioral Genetics and Its Designs
The primary methodologies used in behavior genetics include family studies, twin studies, and adoption studies, each providing unique...
Conduct Disorder
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ and tau...
Attention-Deficit/Hyperactivity Disorder
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings.

