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Gray Matter Volume as Evidence for Cognitive Reserve in Bilinguals With Mild Cognitive Impairment
Noelia Calvo1, John A E Anderson2, Matthias Berkes1
1Department of Psychology, York University.
Background:
Compared with monolinguals, bilinguals have a later onset of mild cognitive impairment (MCI) and Alzheimer disease symptoms and greater neuropathology at similar cognitive and clinical levels. The present study follows a previous report showing the faster conversion from MCI to Alzheimer disease for bilingual patients than comparable monolinguals, as predicted by a cognitive reserve (CR).
Purpose:
Identify whether the increased CR found for bilinguals in the previous study was accompanied by greater gray matter (GM) atrophy than was present for the monolinguals.
Methods:
A novel deep-learning technique based on convolutional neural networks was used to enhance clinical scans into 1 mm MPRAGEs and analyze the GM volume at the time of MCI diagnosis in the earlier study.
Patients:
Twenty-four bilingual and 24 monolingual patients were diagnosed with MCI at a hospital memory clinic.
Results:
Bilingual patients had more GM loss than monolingual patients in areas related to language processing, attention, decision-making, motor function, and episodic memory retrieval. Bilingualism and age were the strongest predictors of atrophy after other variables such as immigration and education were included in a multivariate model.
Discussion:
CR from bilingualism is evident in the initial stages of neurodegeneration after MCI has been diagnosed.
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