Assessment of the bidirectional causal association between frailty and depression: A Mendelian randomization study

被引:22
作者
Zhu, Jiahao [1 ]
Zhou, Dan [2 ,3 ,4 ]
Nie, Yaoyao [1 ]
Wang, Jing [1 ]
Yang, Ye [1 ]
Chen, Dingwan [5 ]
Yu, Min [6 ,7 ]
Li, Yingjun [1 ,8 ]
机构
[1] Hangzhou Med Coll, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Hangzhou, Peoples R China
[2] Zhejiang Univ, Sch Publ Hlth, Hangzhou, Peoples R China
[3] Zhejiang Univ, Sch Med, Affiliated Hosp 2, Hangzhou, Peoples R China
[4] Vanderbilt Univ, Med Ctr, Vanderbit Genet Inst, Nashville, TN USA
[5] Hangzhou Med Coll, Sch Publ Hlth, Hangzhou, Peoples R China
[6] Zhejiang Prov Ctr Dis Control & Prevent, Hangzhou, Peoples R China
[7] Zhejiang Prov Ctr Dis Control & Prevent, 3399 Binsheng Rd, Hangzhou 310051, Peoples R China
[8] Hangzhou Med Coll, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, 481 Binwen Rd, Hangzhou 310053, Peoples R China
关键词
aging; depression; frailty; Mendelian randomization; OLDER-ADULTS; INSTRUMENTS; SYMPTOMS; BIAS;
D O I
10.1002/jcsm.13319
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Background Observational studies have demonstrated a strong bidirectional association between frailty and depression, but it remains unclear whether this association reflects causality. This study aimed to examine the bidirectional causal relationship between frailty and depression.Methods Using genome-wide association study summary data, two-sample Mendelian randomization was performed to test for the potential bidirectional causality between frailty, as defined by both the frailty index and the frailty phenotype, and depression. Several frailty-related traits were additionally investigated, including weaker hand grip strength, slower walking pace and physical inactivity. Findings were replicated using an independent depression data source and verified using multiple sensitivity analyses.Results Genetically predicted higher frailty index (odds ratio [OR], 1.86; P < 0.001), higher frailty phenotype score (OR, 2.79; P < 0.001), lower grip strength (OR, 1.23; P = 0.003), slower walking pace (OR, 1.55; P = 0.027) and physical inactivity (OR, 1.44; P = 0.003) all were associated with a higher risk of depression. As for the reverse direction, genetic liability to depression showed consistent associations with a higher frailty index (beta, 0.167; P < 0.001) and a higher frailty phenotype score (beta, 0.067; P = 0.001), but not with other frailty-related traits that were investigated. The results were stable across sensitivity analyses and across depression datasets.Conclusions Our findings add novel evidence supporting the bidirectional causal association between frailty and depression. Improving balance and muscle strength and increasing physical activity may be beneficial in both depression and frailty.
引用
收藏
页码:2327 / 2334
页数:8
相关论文
共 37 条
[1]   A genome-wide association study of the frailty index highlights brain pathways in ageing [J].
Atkins, Janice L. ;
Jylhava, Juulia ;
Pedersen, Nancy L. ;
Magnusson, Patrik K. ;
Lu, Yi ;
Wang, Yunzhang ;
Hagg, Sara ;
Melzer, David ;
Williams, Dylan M. ;
Pilling, Luke C. .
AGING CELL, 2021, 20 (09)
[2]   Frailty and affective disorders throughout adult life: a 5-year follow-up of the Lifelines Cohort Study [J].
Borges, Marcus K. ;
Jeuring, Hans W. ;
Marijnissen, Radboud M. ;
van Munster, Barbara C. ;
Aprahamian, Ivan ;
van den Brink, Rob H. S. ;
Hoogendijk, Emiel O. ;
Voshaar, Richard C. Oude .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2022, 70 (12) :3424-3435
[3]   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
[4]   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
[5]   Calculating statistical power in Mendelian randomization studies [J].
Brion, Marie-Jo A. ;
Shakhbazov, Konstantin ;
Visscher, Peter M. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (05) :1497-1501
[6]   The relationship between depression and frailty syndrome: a systematic review [J].
Buigues, Cristina ;
Padilla-Sanchez, Celia ;
Fernandez Garrido, Julio ;
Navarro-Martinez, Rut ;
Ruiz-Ros, Vicente ;
Cauli, Omar .
AGING & MENTAL HEALTH, 2015, 19 (09) :762-772
[7]   The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019 [J].
Buniello, Annalisa ;
MacArthur, Jacqueline A. L. ;
Cerezo, Maria ;
Harris, Laura W. ;
Hayhurst, James ;
Malangone, Cinzia ;
McMahon, Aoife ;
Morales, Joannella ;
Mountjoy, Edward ;
Sollis, Elliot ;
Suveges, Daniel ;
Vrousgou, Olga ;
Whetzel, Patricia L. ;
Amode, Ridwan ;
Guillen, Jose A. ;
Riat, Harpreet S. ;
Trevanion, Stephen J. ;
Hall, Peggy ;
Junkins, Heather ;
Flicek, Paul ;
Burdett, Tony ;
Hindorff, Lucia A. ;
Cunningham, Fiona ;
Parkinson, Helen .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D1005-D1012
[8]   Mendelian randomization with a binary exposure variable: interpretation and presentation of causal estimates [J].
Burgess, Stephen ;
Labrecque, Jeremy A. .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2018, 33 (10) :947-952
[9]   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
[10]   Avoiding bias from weak instruments in Mendelian randomization studies [J].
Burgess, Stephen ;
Thompson, Simon G. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :755-764