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Updated: Jun 28, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Causal relationship between feelings and cognitive decline: An univariable and multivariable Mendelian randomization
Juan Liu1, Lin Liu2, Yi-Xin Hu3
1Department of Cardiology, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing 100853, China.
Sensitivity/hurt feelings may negatively impact cognition, suggesting a link to cognitive decline. Other feelings like anxiety show inconclusive results, with no significant associations found for happiness or guilt.
Area of Science:
- Neuroscience
- Genetics
- Psychiatry
Background:
- The impact of depression on cognitive function is established, but the relationship between general feelings and cognition is less understood.
- Limited research exists on how various emotional states influence cognitive abilities.
Purpose of the Study:
- To investigate the potential causal associations between different types of feelings and cognitive functions using a two-sample Mendelian randomization (MR) approach.
- To explore the impact of specific feelings, such as sensitivity/hurt feelings and worrier/anxious feelings, on cognitive performance.
Main Methods:
- Utilized genome-wide association study (GWAS) data for multiple feelings and cognitive functions (intelligence) in a European population.
- Employed univariable (UVMR) and multivariable (MVMR) Mendelian randomization analyses, including inverse variance weighting (IVW), weighted median, and MR-Egger methods.
- Conducted sensitivity analyses, heterogeneity assessments (MR-PRESSO, Cochran's Q), and pleiotropy tests (MR-Egger regression) to ensure result validity.
Main Results:
- UVMR indicated a potential negative causal effect of sensitivity/hurt feelings on cognition (OR=0.63).
- MVMR confirmed a direct adverse causal effect of sensitivity/hurt feelings on cognition (ORMVMR=0.39).
- Fed-up feelings showed a potential link to cognitive decline in UVMR, but this was not significant in MVMR. Worrier/anxious feelings exhibited pleiotropy, making their effect inconclusive. No significant associations were found for guilty, nervous, miserable, or lonely feelings.
Conclusions:
- Sensitivity/hurt feelings are associated with cognitive decline, highlighting their potential adverse impact on cognitive function.
- The relationship between worrier/anxious feelings and cognition remains inconclusive due to methodological challenges like pleiotropy.
- No significant direct associations were established between happiness, guilty feelings, nervous feelings, miserableness, or loneliness/isolation and cognitive function.
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