Ontology highlight
ABSTRACT: Introduction
Asymptomatic and mildly symptomatic dominantly inherited Alzheimer's disease mutation carriers (DIAD-MC) are ideal candidates for preventative treatment trials aimed at delaying or preventing dementia onset. Brain atrophy is an early feature of DIAD-MC and could help predict risk for dementia during trial enrollment.Methods
We created a dementia risk score by entering standardized gray-matter volumes from 231 DIAD-MC into a logistic regression to classify participants with and without dementia. The score's predictive utility was assessed using Cox models and receiver operating curves on a separate group of 65 DIAD-MC followed longitudinally.Results
Our risk score separated asymptomatic versus demented DIAD-MC with 96.4% (standard error = 0.02) and predicted conversion to dementia at next visit (hazard ratio = 1.32, 95% confidence interval [CI: 1.15, 1.49]) and within 2 years (area under the curve = 90.3%, 95% CI [82.3%-98.2%]) and improved prediction beyond established methods based on familial age of onset.Discussion
Individualized risk scores based on brain atrophy could be useful for establishing enrollment criteria and stratifying DIAD-MC participants for prevention trials.
SUBMITTER: Keret O
PROVIDER: S-EPMC8256623 | biostudies-literature | 2021
REPOSITORIES: biostudies-literature
Keret Ophir O Staffaroni Adam M AM Ringman John M JM Cobigo Yann Y Goh Sheng-Yang M SM Wolf Amy A Allen Isabel Elaine IE Salloway Stephen S Chhatwal Jasmeer J Brickman Adam M AM Reyes-Dumeyer Dolly D Bateman Randal J RJ Benzinger Tammie L S TLS Morris John C JC Ances Beau M BM Joseph-Mathurin Nelly N Perrin Richard J RJ Gordon Brian A BA Levin Johannes J Vöglein Jonathan J Jucker Mathias M la Fougère Christian C Martins Ralph N RN Sohrabi Hamid R HR Taddei Kevin K Villemagne Victor L VL Schofield Peter R PR Brooks William S WS Fulham Michael M Masters Colin L CL Ghetti Bernardino B Saykin Andrew J AJ Jack Clifford R CR Graff-Radford Neill R NR Weiner Michael M Cash David M DM Allegri Ricardo F RF Chrem Patricio P Yi Su S Miller Bruce L BL Rabinovici Gil D GD Rosen Howard J HJ
Alzheimer's & dementia (Amsterdam, Netherlands) 20210705 1
<h4>Introduction</h4>Asymptomatic and mildly symptomatic dominantly inherited Alzheimer's disease mutation carriers (DIAD-MC) are ideal candidates for preventative treatment trials aimed at delaying or preventing dementia onset. Brain atrophy is an early feature of DIAD-MC and could help predict risk for dementia during trial enrollment.<h4>Methods</h4>We created a dementia risk score by entering standardized gray-matter volumes from 231 DIAD-MC into a logistic regression to classify participant ...[more]