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Updated: Jan 7, 2026

Transcranial Direct Current Stimulation tDCS for Memory Enhancement
Published on: September 18, 2021
Dementia Care Research and Psychosocial Factors
Yuchen Zhang1, Zhirui Deng1, Jennifer B Seaman1
1University of Pittsburgh, Pittsburgh, PA, USA.
Most people with dementia have multiple health conditions. This study identified four distinct comorbidity profiles in people living with dementia, crucial for personalized care planning.
Area of Science:
- Gerontology
- Public Health
- Clinical Medicine
Background:
- Alzheimer's disease and related dementias (ADRD) are increasing, leading to complex care needs.
- Over 90% of people living with dementia (PlwD) have at least one other chronic condition.
- Comprehensive care is essential for PlwD to address diverse needs and enhance quality of life.
Purpose of the Study:
- To characterize and explore the presence and distribution of co-occurring comorbid conditions in PlwD.
- To identify distinct comorbidity profiles within the PlwD population.
- To inform the development of person-centered dementia care strategies.
Main Methods:
- Retrospective analysis of electronic health records from the All of Us Research Program (Oct 2015–June 2022).
- Comorbidities identified using International Classification of Diseases - Tenth Revision codes and categorized by the Charlson Comorbidity Index.
- Hierarchical clustering analysis was used to identify distinct comorbidity profiles.
Main Results:
- The study included 4,003 PlwD, with a mean age of 73; 47.5% female, 72.5% non-Hispanic White.
- Prevalent comorbidities included diabetes (67.82%), renal disease (40.24%), and chronic pulmonary disease (39.85%).
- Approximately 87% of PlwD had co-occurring conditions, with four distinct comorbidity profiles identified.
Conclusions:
- Comorbidities are highly prevalent in people living with dementia.
- Understanding comorbidity profiles is a critical step toward personalized dementia care.
- This research provides a foundation for developing tailored care approaches for PlwD.
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