Online cognitive monitoring technology for people with Parkinson’s disease and REM sleep behavioural disorder

Author:

Bălăeţ MariaORCID,Alhajraf Falah,Zerenner Tanja,Welch Jessica,Razzaque JamilORCID,Lo ChristineORCID,Giunchiglia ValentinaORCID,Trender William,Lerede Annalaura,Hellyer Peter J.,Manohar Sanjay G.,Malhotra PareshORCID,Hu Michele,Hampshire Adam

Abstract

AbstractAutomated online cognitive assessments are set to revolutionise clinical research and healthcare. However, their applicability for Parkinson’s Disease (PD) and REM Sleep Behavioural Disorder (RBD), a strong PD precursor, is underexplored. Here, we developed an online battery to measure early cognitive changes in PD and RBD. Evaluating 19 candidate tasks showed significant global accuracy deficits in PD (0.65 SD, p = 0.003) and RBD (0.45 SD, p = 0.027), driven by memory, language, attention and executive underperformance, and global reaction time deficits in PD (0.61 SD, p = 0.001). We identified a brief 20-min battery that had sensitivity to deficits across these cognitive domains while being robust to the device used. This battery was more sensitive to early-stage and prodromal deficits than the supervised neuropsychological scales. It also diverged from those scales, capturing additional cognitive factors sensitive to PD and RBD. This technology offers an economical and scalable method for assessing these populations that can complement standard supervised practices.

Funder

Parkinson’s UK

Oxford Parkinson’s Disease Centre

NIHR Oxford Biomedical Research Centre, Oxford

RCUK | Medical Research Council

UK Research and Innovation Centre for Doctoral Training in Artificial Intelligence for Healthcare http://ai4health.io

National Institute of Healthcare Research (NIHR) Oxford Biomedical Research Centre (BRC) and a McDonnell Foundation grant

NIHR Biomedical Research Centre at Imperial College London

Parkinson’s UK and the Oxford Biomedical Research Centre, Oxford

Publisher

Springer Science and Business Media LLC

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