Milan Nemy, Czech Republic

Czech Technical University, Faculty of Electrical Engineering Department of Cybernetics
Milan Nemy is a PhD student of biocybernetics and artificial intelligence at the Czech Technical University (Prague, Czech Republic). His work focuses specifically on finding useful patterns in the changes of the human cholinergic system in neurodegenerative diseases using advanced methods of image processing and data mining.

Presenter of 2 Presentations

CHOLINERGIC WHITE MATTER PATHWAYS, CEREBROVASCULAR DISEASE, AND COGNITION ALONG THE SPECTRUM OF ALZHEIMER’S DISEASE

Session Type
SYMPOSIUM
Date
10.03.2021, Wednesday
Session Time
10:00 - 12:00
Room
On Demand Symposia B
Lecture Time
11:00 - 11:15
Session Icon
On-Demand

Abstract

Aims

Widespread projections from the cholinergic basal forebrain to the cortex play an important role in memory and other cognitive processes that are impaired in Alzheimer’s disease, dementia with Lewy bodies, and vascular dementia. We recently proposed an in vivo model of the human cholinergic system connectivity based on diffusion tensor imaging (DTI) and showed associations with cognition in a normal aging population. In the current study, we investigated this promising model in individuals along the AD spectrum.

Methods

N=405 participants (53 AD, 66 MCI, 174 SCD, 112 healthy controls) from the DELCODE study were included. We modeled several cholinergic tracts in each diagnostic group using an enhanced diffusion neuroimaging pipeline. A multivariate model was employed to show the role of these tracts in cognition. Additionally, the role of cerebrovascular disease was integrated with both global and regional information.

Results

We found specific loss in the white matter cholinergic projections with the progression of the disease. We were able to locate spatial patterns of substantial disruptions along these tracts between groups. The multivariate models showed different degree of contribution of the considered factors to cognition in each diagnostic group.delcode_study.png

Conclusions

Here, we show the utility of an in vivo model of cholinergic pathways in (pre-)AD populations using DTI. Such a model may help to localize pathological changes and to evaluate the degree of macroscopical damage and, thus, contribute to unraveling pathological mechanisms involved in dementia.

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