Related Experiment Video
Updated: Feb 8, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Risk Factors for the Progression of Mild Cognitive Impairment in Different Types of Neurodegenerative Disorders
Pei-Hao Chen1,2,3, Shih-Jung Cheng1,2,4, Hui-Chi Lin1
1Department of Neurology, MacKay Memorial Hospital, Taipei, Taiwan.
Objective:
Mild cognitive impairment (MCI) is a transitional state between normal aging and early dementia. It has a heterogeneous etiology and clinical course. This study aimed to examine the factors associated with the progression of MCI in different types of dementia disorders.
Method:
A retrospective, longitudinal, observational study of outpatients with MCI was conducted at a medical center in northern Taiwan. Patient medical records were reviewed, and risk factors were analyzed by multivariate analysis.
Results:
Among 279 patients with MCI, 163 (58.4%), 68 (24.4%), and 48 (17.2%) were diagnosed with Alzheimer's disease, vascular cognitive impairment, and Lewy body diseases, respectively. During the observation period, 37.2% of patients progressed to dementia. Older age and a higher Clinical Dementia Rating Scale-Sum of Boxes were associated with the risk of progression. Hyperlipidemia was associated with a decreased risk. Converters were more likely to receive an antidementia prescription.
Conclusion:
Our study suggests the importance of comprehensive clinical profiling, risk factor assessment, and detailed drug history evaluations in improving our understanding and management of dementia subtypes.
Insights
Mild cognitive impairment (MCI) progression to dementia is influenced by age and cognitive status. Hyperlipidemia may offer protection, highlighting the need for detailed patient assessments to manage dementia subtypes.
Area of Science:
- Neurology
- Geriatrics
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) represents a critical transitional phase between normal cognitive aging and dementia.
- The etiology and clinical progression of MCI are highly heterogeneous, complicating diagnosis and management.
- Understanding factors influencing MCI progression is crucial for early intervention and dementia prevention strategies.
Purpose of the Study:
- To investigate the specific factors associated with the progression of mild cognitive impairment (MCI) across different dementia subtypes.
- To identify risk and protective factors influencing the conversion of MCI to Alzheimer's disease, vascular cognitive impairment, and Lewy body diseases.
- To analyze the relationship between patient characteristics, comorbidities, and medication use with MCI progression.
Main Methods:
- A retrospective, longitudinal, observational study design was employed.
- Data were collected from outpatients diagnosed with MCI at a medical center in northern Taiwan.
- Multivariate analysis was used to examine risk factors associated with MCI progression.
Main Results:
- Out of 279 MCI patients, 37.2% progressed to dementia during the observation period.
- Older age and higher Clinical Dementia Rating Scale-Sum of Boxes scores were significant risk factors for progression.
- Hyperlipidemia was associated with a reduced risk of progression, while antidementia prescriptions were more common in converters.
Conclusions:
- Comprehensive clinical profiling, including detailed drug history and risk factor assessment, is vital for understanding and managing diverse dementia subtypes.
- Identifying specific predictors of MCI progression can aid in early diagnosis and tailored therapeutic strategies.
- Further research into the protective role of conditions like hyperlipidemia may reveal novel avenues for dementia prevention.
More Related Videos
Related Concept Videos
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Factors Affecting Renal Clearance: Renal Impairment
One condition associated with renal failure is uremia. Uremia is characterized by impaired glomerular filtration and fluid accumulation in the body. This condition hinders the renal clearance of drugs, resulting in drug accumulation and potential...
Cognitive Dissonance
Pleural Disorders: Types and Brief Description
Relative Risk
Transcription Factors

