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Updated: Mar 31, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Mild cognitive impairment: an update in Parkinson's disease and lessons learned from Alzheimer's disease
Jennifer G Goldman1, Neelum T Aggarwal2, Cynthia D Schroeder3
1Rush University Medical Center, Department of Neurological Sciences, Section of Parkinson Disease & Movement Disorders, 1725 W. Harrison Street, Suite 755, Chicago, IL 60612, USA.
Abstract:
Cognitive dysfunction is an important focus of research in Parkinson's disease (PD) and Alzheimer's disease (AD). While the concept of amnestic mild cognitive impairment (MCI) as a prodrome to AD has been recognized for many years, the construct of MCI in PD is a relative newcomer with recent development of diagnostic criteria, biomarker research programs and treatment trials. Controversies and challenges, however, regarding PD-MCI's definition, application, heterogeneity and different trajectories have arisen. This review will highlight current research advances and challenges in PD-MCI. Furthermore, lessons from the AD field, which has witnessed an evolution in MCI/AD definitions, relevant advances in biomarker research and development of disease-modifying and targeted therapeutic trials will be discussed.
Insights
Mild cognitive impairment (MCI) in Parkinson's disease (PD) is a new research area facing definition challenges. Lessons from Alzheimer's disease (AD) research may guide future PD-MCI studies and treatments.
Area of Science:
- Neuroscience
- Neurology
- Cognitive Science
Background:
- Cognitive dysfunction is a key research area in Parkinson's disease (PD) and Alzheimer's disease (AD).
- Mild cognitive impairment (MCI) is a recognized prodrome to AD, but MCI in PD (PD-MCI) is a newer construct with evolving diagnostic criteria and research programs.
- Significant challenges and controversies exist regarding the definition, application, heterogeneity, and varied trajectories of PD-MCI.
Purpose of the Study:
- To review current research advances and challenges in Parkinson's disease with mild cognitive impairment (PD-MCI).
- To discuss lessons learned from Alzheimer's disease (AD) research, including evolving MCI/AD definitions, biomarker advancements, and therapeutic trial development, applicable to PD-MCI.
Main Methods:
- Literature review focusing on recent research in PD-MCI.
- Comparative analysis of MCI concepts and research strategies between PD and AD.
Main Results:
- PD-MCI is a developing field with ongoing debates on its precise definition and characteristics.
- The AD field offers valuable insights into MCI progression, biomarker discovery, and therapeutic strategies that can inform PD-MCI research.
Conclusions:
- Further research is needed to refine the definition and understanding of PD-MCI.
- Leveraging experiences from AD research can accelerate progress in diagnosing and treating cognitive impairment in Parkinson's disease.
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