Causal relationship between feelings and cognitive decline: An univariable and multivariable Mendelian randomization study

被引:1
作者
Liu, Juan [1 ,2 ]
Liu, Lin [2 ,3 ]
Hu, Yi-Xin [2 ,4 ]
Li, Jian-Hua [1 ,2 ]
Zou, Xiao [1 ,2 ]
Zhang, Hao-Yun [5 ]
Fan, Li [1 ,2 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 2, Dept Cardiol, 28 Fuxing Rd, Beijing 100853, Peoples R China
[2] Chinese Peoples Liberat Army Gen Hosp, Natl Clin Res Ctr Geriatr Dis, 28 Fuxing Rd, Beijing 100853, Peoples R China
[3] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 2, Dept Pulm & Crit Care Med, Beijing 100853, Peoples R China
[4] Chinese Peoples Liberat Army Gen Hosp, Dept Geriatr Hlth Care 4, Med Ctr 2, Beijing 100853, Peoples R China
[5] Chinese Peoples Liberat Army Gen Hosp, Dept Anesthesiol, Med Ctr 1, Beijing 100853, Peoples R China
关键词
Mendelian randomization analysis; Feelings; Cognition; Intelligence; GENETIC-VARIANTS; IMPAIRMENT; DEMENTIA; LONELINESS; PREVALENCE; INTELLIGENCE; SYMPTOMS;
D O I
10.5498/wjp.v14.i3.421
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
BACKGROUND While the impact of depression on cognition is well-documented, the relationship between feelings and cognition has received limited attention. AIM To explore the potential association between feelings and cognition with a two-sample Mendelian randomization (MR) analysis. METHODS Our analysis utilized genome-wide association data on various feelings (fed-up feelings, n = 453071; worrier/anxious feelings, n = 450765; guilty feelings, n = 450704; nervous feelings, n = 450700; sensitivity/hurt feelings, n = 449419; miserableness, n = 454982; loneliness/isolation, n = 455364; happiness, n = 152348) in the European population and their impact on cognitive functions (intelligence, n = 269867). Conducting a univariable MR (UVMR) analysis to assess the relationship between feelings and cognition. In this analysis, we applied the inverse variance weighting (IVW), weighted median, and MR Egger methods. Additionally, we performed sensitivity analysis (leave-one-out analysis), assessed heterogeneity (using MR-PRESSO and Cochran's Q test), and conducted multiple validity test (employing MR-Egger regression). Subsequently, a multivariable MR (MVMR) analysis was employed to examine the impact of feelings on cognition. IVW served as the primary method in the multivariable analysis, complemented by median-based and MR-Egger methods. RESULTS In this study, UVMR indicated that sensitivity/hurt feelings may have a negative causal effect on cognition (OR = 0.63, 95%CI: 0.43-0.92, P = 0.017). After adjustment of other feelings using MVMR, a direct adverse causal effect on cognition was observed (ORMVMR = 0.39, 95%CI: 0.17-0.90, P-MVMR = 0.027). While a potential increased risk of cognitive decline was observed for fed-up feelings in the UVMR analysis (ORUVMR = 0.64, 95%CI: 0.42-0.97, P-UVMR = 0.037), this effect disappeared after adjusting for other feelings (ORMVMR = 1.42, 95%CI: 0.43-4.74, P-MVMR = 0.569). These findings were generally consistent across MV-IVW, median-based, and MR-Egger analyses. MR-Egger regression revealed pleiotropy in the impact of worrier/anxious feelings on cognition, presenting a challenge in identifying the effect. Notably, this study did not demonstrate any significant impact of guilty feelings, nervous feelings, miserableness, or loneliness/isolation on cognition. Due to a limited number of instrumental variables for happiness, this study was unable to analyze the relationship between happiness and cognition. CONCLUSION This MR study finds that sensitivity/hurt feelings are associated with cognitive decline, while the link between worrier/anxious feelings and cognition remains inconclusive. Insufficient evidence supports direct associations between happiness, guilty feelings, nervous feelings, miserableness, loneliness/isolation, and cognition.
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页数:14
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共 35 条
[1]   Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[2]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[3]   Multivariable Mendelian Randomization: The Use of Pleiotropic Genetic Variants to Estimate Causal Effects [J].
Burgess, Stephen ;
Thompson, Simon G. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2015, 181 (04) :251-260
[4]   Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data [J].
Burgess, Stephen ;
Butterworth, Adam ;
Thompson, Simon G. .
GENETIC EPIDEMIOLOGY, 2013, 37 (07) :658-665
[5]   Perceived social isolation and cognition [J].
Cacioppo, John T. ;
Hawkey, Louise C. .
TRENDS IN COGNITIVE SCIENCES, 2009, 13 (10) :447-454
[6]   Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses [J].
Cacioppo, JT ;
Hughes, ME ;
Waite, LJ ;
Hawkley, LC ;
Thisted, RA .
PSYCHOLOGY AND AGING, 2006, 21 (01) :140-151
[7]   Loneliness: Clinical Import and Interventions [J].
Cacioppo, Stephanie ;
Grippo, Angela J. ;
London, Sarah ;
Goossens, Luc ;
Cacioppo, John T. .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2015, 10 (02) :238-249
[8]   Guilty Feelings, Targeted Actions [J].
Cryder, Cynthia E. ;
Springer, Stephen ;
Morewedge, Carey K. .
PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN, 2012, 38 (05) :607-618
[9]   OPINION The nature of feelings: evolutionary and neurobiological origins [J].
Damasio, Antonio ;
Carvalho, Gil B. .
NATURE REVIEWS NEUROSCIENCE, 2013, 14 (02) :143-152
[10]   Mild cognitive impairment: prevalence, prognosis, aetiology, and treatment [J].
DeCarli, C .
LANCET NEUROLOGY, 2003, 2 (01) :15-21