Related Experiment Video
Updated: May 20, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Mild cognitive impairment: advantages of a comprehensive neuropsychological assessment
1Department of Psychiatry, Psychotherapy and Psychosomatics, Medical School, RWTH Aachen University; Pauwelsstrasse 30, D-52074 Aachen, Germany. bivoss@ukaachen.de.
Abstract:
Mild cognitive impairment (MCI) could be an auspicious candidate for an early marker of a beginning dementia. However, although MCI is accepted as a heterogeneous condition by now, performance testing or diagnosis is often based on a limited number of cognitive tests. Furthermore, there is still disagreement about the necessity to include subjective cognitive complaints as a diagnostic criterion. The current study intends to examine the character of MCI when diagnosis is based upon multiple cognitive domains and does not require the presence of subjective complaints. 130 subjects from the HelMA (Helmholtz Alliance for Mental Health in an Ageing Society) longitudinal study completed a comprehensive neuropsychological test-battery and were diagnosed as either normally-ageing controls or patients with MCI. The prevalence rate of MCI was as high as 46.2%, hereby exceeding most estimates of other studies. Patients with MCI performed worse than controls in each of the 29 administered tests with memory being the predominant impaired cognitive domain. Surprisingly, there was no single patient with a purely non-amnestic impairment, considerably contradicting hitherto existing studies. The rather different distribution of impairment and prevalence rate emphasizes the demand of testbatteries including all cognitive domains so that inferences about MCI are as all-encompassing as possible.
Insights
Mild cognitive impairment (MCI) is a heterogeneous condition. This study found a high prevalence of MCI using comprehensive testing, with memory impairment being predominant.
Area of Science:
- Neuroscience
- Gerontology
- Psychology
Background:
- Mild cognitive impairment (MCI) is a potential early dementia marker.
- Current MCI diagnosis often uses limited tests and debates subjective complaints.
- MCI heterogeneity necessitates comprehensive diagnostic approaches.
Purpose of the Study:
- To investigate MCI characteristics using a broad test battery.
- To assess MCI without requiring subjective cognitive complaints.
- To determine MCI prevalence and cognitive domain involvement.
Main Methods:
- 130 participants from the HelMA longitudinal study were assessed.
- A comprehensive neuropsychological test battery was administered.
- Participants were diagnosed as normally-aging controls or MCI.
Main Results:
- MCI prevalence was 46.2%, higher than most estimates.
- MCI patients showed deficits across all 29 tests.
- Memory was the most frequently impaired domain; no purely non-amnestic cases were found.
Conclusions:
- Comprehensive test batteries are crucial for accurate MCI assessment.
- MCI diagnosis should consider multiple cognitive domains.
- Findings challenge existing notions of MCI heterogeneity and prevalence.
Related Concept Videos
Cognitive Enhancers: Cholinesterase Inhibitors and NMDA Receptor Antagonists
Cognitive Development During Adulthood
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ and tau...
Dementia l: Introduction

