Causal effects of sleep traits on metabolic syndrome and its components: a Mendelian randomization study

被引:4
作者
Yang, Yongli [1 ]
Wen, Long [1 ]
Shi, Xuezhong [1 ]
Yang, Chaojun [1 ]
Fan, Jingwen [1 ]
Zhang, Yi [1 ]
Shen, Guibin [1 ]
Zhou, Huiping [1 ]
Jia, Xiaocan [1 ]
机构
[1] Zhengzhou Univ, Coll Publ Hlth, Dept Epidemiol & Biostat, Zhengzhou 450001, Henan, Peoples R China
基金
中国国家自然科学基金;
关键词
Sleep disturbance; Metabolic syndrome; Genetics; Mendelian randomization; CORTISOL; BIAS;
D O I
10.1007/s11325-024-03020-5
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
PurposePrevious observational studies have suggested an association between sleep disturbance and metabolic syndrome (MetS). However, it remains unclear whether this association is causal. This study aims to investigate the causal effects of sleep-related traits on MetS using Mendelian randomization (MR).MethodsSingle-nucleotide polymorphisms strongly associated with daytime napping, insomnia, chronotype, short sleep, and long sleep were selected as genetic instruments from the corresponding genome-wide association studies (GWAS). Summary-level data for MetS were obtained from two independent GWAS datasets. Univariable and multivariable MR analyses were conducted to investigate and verify the causal effects of sleep traits on MetS.ResultsThe univariable MR analysis demonstrated that genetically predicted daytime napping and insomnia were associated with increased risk of MetS in both discovery dataset (OR daytime napping = 1.630, 95% CI 1.273, 2.086; OR insomnia = 1.155, 95% CI 1.108, 1.204) and replication dataset (OR daytime napping = 1.325, 95% CI 1.131, 1.551; OR insomnia = 1.072, 95% CI 1.046, 1.099). For components, daytime napping was positively associated with triglycerides (beta = 0.383, 95% CI 0.160, 0.607) and waist circumference (beta = 0.383, 95% CI 0.184, 0.583). Insomnia was positively associated with hypertension (OR = 1.101, 95% CI 1.042, 1.162) and waist circumference (beta = 0.067, 95% CI 0.031, 0.104). The multivariable MR analysis indicated that the adverse effect of daytime napping and insomnia on MetS persisted after adjusting for BMI, smoking, drinking, and another sleep trait.ConclusionOur study supported daytime napping and insomnia were potential causal factors for MetS characterized by central obesity, hypertension, or elevated triglycerides.
引用
收藏
页码:1423 / 1430
页数:8
相关论文
共 39 条
[1]   The Pathogenetic Role of Cortisol in the Metabolic Syndrome: A Hypothesis [J].
Anagnostis, Panagiotis ;
Athyros, Vasilios G. ;
Tziomalos, Konstantinos ;
Karagiannis, Asterios ;
Mikhailidis, Dimitri P. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2009, 94 (08) :2692-2701
[2]   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
[3]   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
[4]   Bias due to participant overlap in two-sample Mendelian randomization [J].
Burgess, Stephen ;
Davies, Neil M. ;
Thompson, Simon G. .
GENETIC EPIDEMIOLOGY, 2016, 40 (07) :597-608
[5]   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
[6]   Relationship between afternoon napping and cognitive function in the ageing Chinese population [J].
Cai, Han ;
Su, Ning ;
Li, Wei ;
Li, Xia ;
Xiao, Shifu ;
Sun, Lin .
GENERAL PSYCHIATRY, 2021, 34 (01)
[7]   The Association Between Sleep and Metabolic Syndrome: A Systematic Review and Meta-Analysis [J].
Che, Tingting ;
Yan, Cheng ;
Tian, Dingyuan ;
Zhang, Xin ;
Liu, Xuejun ;
Wu, Zhongming .
FRONTIERS IN ENDOCRINOLOGY, 2021, 12
[8]   The trans-ancestral genomic architecture of glycemic traits [J].
Chen, Ji ;
Spracklen, Cassandra N. ;
Marenne, Gaelle ;
Varshney, Arushi ;
Corbin, Laura J. ;
Luan, Jian'an ;
Willems, Sara M. ;
Wu, Ying ;
Zhang, Xiaoshuai ;
Horikoshi, Momoko ;
Boutin, Thibaud S. ;
Magi, Reedik ;
Waage, Johannes ;
Li-Gao, Ruifang ;
Chan, Kei Hang Katie ;
Yao, Jie ;
Anasanti, Mila D. ;
Chu, Audrey Y. ;
Claringbould, Annique ;
Heikkinen, Jani ;
Hong, Jaeyoung ;
Hottenga, Jouke-Jan ;
Huo, Shaofeng ;
Kaakinen, Marika A. ;
Louie, Tin ;
Maerz, Winfried ;
Moreno-Macias, Hortensia ;
Ndungu, Anne ;
Nelson, Sarah C. ;
Nolte, Ilja M. ;
North, Kari E. ;
Raulerson, Chelsea K. ;
Ray, Debashree ;
Rohde, Rebecca ;
Rybin, Denis ;
Schurmann, Claudia ;
Sim, Xueling ;
Southam, Lorraine ;
Stewart, Isobel D. ;
Wang, Carol A. ;
Wang, Yujie ;
Wu, Peitao ;
Zhang, Weihua ;
Ahluwalia, Tarunveer S. ;
Appel, Emil V. R. ;
Bielak, Lawrence F. ;
Brody, Jennifer A. ;
Burtt, Noel P. ;
Cabrera, Claudia P. ;
Cade, Brian E. .
NATURE GENETICS, 2021, 53 (06) :840-+
[9]   Association between Change in Alcohol Consumption and Metabolic Syndrome: Analysis from the Health Examinees Study [J].
Choi, Seulggie ;
Kim, Kyuwoong ;
Lee, Jong-Koo ;
Choi, Ji-Yeob ;
Shin, Aesun ;
Park, Sue Kyung ;
Kang, Daehee ;
Park, Sang Min .
DIABETES & METABOLISM JOURNAL, 2019, 43 (05) :615-626
[10]   Executive summary of the Third Report of the National Cholesterol Education Program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) [J].
Cleeman, JI ;
Grundy, SM ;
Becker, D ;
Clark, LT ;
Cooper, RS ;
Denke, MA ;
Howard, WJ ;
Hunninghake, DB ;
Illingworth, DR ;
Luepker, RV ;
McBride, P ;
McKenney, JM ;
Pasternak, RC ;
Stone, NJ ;
Van Horn, L ;
Brewer, HB ;
Ernst, ND ;
Gordon, D ;
Levy, D ;
Rifkind, B ;
Rossouw, JE ;
Savage, P ;
Haffner, SM ;
Orloff, DG ;
Proschan, MA ;
Schwartz, JS ;
Sempos, CT ;
Shero, ST ;
Murray, EZ .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (19) :2486-2497