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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Do nonpharmacological interventions prevent cognitive decline? a systematic review and meta-analysis
Shuqi Yao1, Yun Liu1, Xiaoyan Zheng1
1South China Research Center for Acupuncture and Moxibustion, Medical College of Acu-Moxi and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, P. R. China.
Nonpharmacological interventions show promise in preventing mild cognitive impairment (MCI) or dementia in older adults. While evidence suggests a reduction in MCI or dementia incidence, further research is needed to confirm these findings.
Area of Science:
- Gerontology
- Neuroscience
- Public Health
Background:
- Cognitive decline is a growing concern with limited effective pharmacological treatments.
- Nonpharmacological interventions are desirable for preventing cognitive decline due to potential adverse effects of medications.
- No previous meta-analyses have synthesized evidence on nonpharmacological interventions for cognitive decline prevention.
Purpose of the Study:
- To investigate the effectiveness of nonpharmacological interventions in preventing cognitive decline among older adults.
- To synthesize evidence from randomized controlled trials (RCTs) on nonpharmacological approaches for cognitive decline prevention.
Main Methods:
- Systematic search of multiple databases (MEDLINE, EMBASE, CENTRAL, ClinicalTrials) up to March 31, 2019.
- Inclusion of RCTs with participants >60 years at risk of cognitive decline, receiving nonpharmacological interventions.
- Data extraction, quality assessment (GRADE), heterogeneity analysis (I²), subgroup/meta-regression, and outlier/bias assessment.
Main Results:
- Nonpharmacological interventions were associated with a reduced incidence of mild cognitive impairment (MCI) or dementia (RR, 0.73; moderate-certainty evidence).
- Significant improvements were observed in activities of daily living (ADL) and Mini-Mental State Examination (MMSE) scores.
- While initial analysis suggested potential moderators, further meta-regression indicated no significant association with decreased MCI incidence.
Conclusions:
- Nonpharmacological therapies may play a role in reducing the incidence of MCI or dementia.
- Moderate-certainty evidence supports the use of nonpharmacological interventions for cognitive decline prevention.
- Further high-quality, preregistered trials are necessary to confirm these findings and explore moderating factors.
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