The Lancet Regional Health. Western Pacific (Mar 2024)
Causal association between snoring and stroke: a Mendelian randomization study in a Chinese populationResearch in context
- Yunqing Zhu,
- Zhenhuang Zhuang,
- Jun Lv,
- Dianjianyi Sun,
- Pei Pei,
- Ling Yang,
- Iona Y. Millwood,
- Robin G. Walters,
- Yiping Chen,
- Huaidong Du,
- Xianping Wu,
- Dan Schmidt,
- Daniel Avery,
- Junshi Chen,
- Zhengming Chen,
- Liming Li,
- Canqing Yu,
- Junshi Chen,
- Zhengming Chen,
- Robert Clarke,
- Rory Collins,
- Yu Guo,
- Liming Li,
- Jun Lv,
- Richard Peto,
- Robin Walter,
- Daniel Avery,
- Derrick Bennett,
- Ruth Boxall,
- Sue Burgess,
- Ka Hung Chan,
- Yumei Chang,
- Yiping Chen,
- Zhengming Chen,
- Johnathan Clarke,
- Robert Clarke,
- Huaidong Du,
- Ahmed Edris Mohamed,
- Zammy Fairhurst-Hunter,
- Hannah Fry,
- Mike Hill,
- Michael Holmes,
- Pek Kei Im,
- Andri Iona,
- Maria Kakkoura,
- Christiana Kartsonaki,
- Rene Kerosi,
- Kuang Lin,
- Mohsen Mazidi,
- Iona Millwood,
- Sam Morris,
- Qunhua Nie,
- Alfred Pozarickij,
- Paul Ryder,
- Saredo Said,
- Dan Schmidt,
- Paul Sherliker,
- Becky Stevens,
- Iain Turnbull,
- Robin Walters,
- Lin Wang,
- Neil Wright,
- Ling Yang,
- Xiaoming Yang,
- Pang Yao,
- Yu Guo,
- Xiao Han,
- Can Hou,
- Jun Lv,
- Pei Pei,
- Chao Liu,
- Canqing Yu,
- Qingmei Xia,
- Zengchang Pang,
- Ruqin Gao,
- Shanpeng Li,
- Haiping Duan,
- Shaojie Wang,
- Yongmei Liu,
- Ranran Du,
- Yajing Zang,
- Liang Cheng,
- Xiaocao Tian,
- Hua Zhang,
- Yaoming Zhai,
- Feng Ning,
- Xiaohui Sun,
- Feifei Li,
- Silu Lv,
- Junzheng Wang,
- Wei Hou,
- Wei Sun,
- Shichun Yan,
- Xiaoming Cui,
- Chi Wang,
- Zhenyuan Wu,
- Yanjie Li,
- Quan Kang,
- Huiming Luo,
- Tingting Ou,
- Xiangyang Zheng,
- Zhendong Guo,
- Shukuan Wu,
- Yilei Li,
- Huimei Li,
- Ming Wu,
- Yonglin Zhou,
- Jinyi Zhou,
- Ran Tao,
- Jie Yang,
- Jian Su,
- Fang Liu,
- Jun Zhang,
- Yihe Hu,
- Yan Lu,
- Liangcai Ma,
- Aiyu Tang,
- Shuo Zhang,
- Jianrong Jin,
- Jingchao Liu,
- Mei Lin,
- Zhenzhen Lu,
- Lifang Zhou,
- Changping Xie,
- Jian Lan,
- Tingping Zhu,
- Yun Liu,
- Liuping Wei,
- Liyuan Zhou,
- Ningyu Chen,
- Yulu Qin,
- Sisi Wang,
- Xianping Wu,
- Ningmei Zhang,
- Xiaofang Chen,
- Xiaoyu Chang,
- Mingqiang Yuan,
- Xia Wu,
- Xiaofang Chen,
- Wei Jiang,
- Jiaqiu Liu,
- Qiang Sun,
- Faqing Chen,
- Xiaolan Ren,
- Caixia Dong,
- Hui Zhang,
- Enke Mao,
- Xiaoping Wang,
- Tao Wang,
- Xi zhang,
- Kai Kang,
- Shixian Feng,
- Huizi Tian,
- Lei Fan,
- XiaoLin Li,
- Huarong Sun,
- Pan He,
- Xukui Zhang,
- Min Yu,
- Ruying Hu,
- Hao Wang,
- Xiaoyi Zhang,
- Yuan Cao,
- Kaixu Xie,
- Lingli Chen,
- Dun Shen,
- Xiaojun Li,
- Donghui Jin,
- Li Yin,
- Huilin Liu,
- Zhongxi Fu,
- Xin Xu,
- Hao Zhang,
- Jianwei Chen,
- Yuan Peng,
- Libo Zhang,
- Chan Qu
Affiliations
- Yunqing Zhu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Zhenhuang Zhuang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
- Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
- Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom; Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Iona Y. Millwood
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom; Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Robin G. Walters
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom; Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom; Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom; Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Xianping Wu
- Suzhou Centers for Disease Control, NO.72 Sanxiang Road, Gusu District, Suzhou, 215004, Jiangsu, China
- Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, 100022, China
- Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
- Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
- Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China; Corresponding author. Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China.
- Junshi Chen
- Zhengming Chen
- Robert Clarke
- Rory Collins
- Yu Guo
- Liming Li
- Jun Lv
- Richard Peto
- Robin Walter
- Daniel Avery
- Derrick Bennett
- Ruth Boxall
- Sue Burgess
- Ka Hung Chan
- Yumei Chang
- Yiping Chen
- Zhengming Chen
- Johnathan Clarke
- Robert Clarke
- Huaidong Du
- Ahmed Edris Mohamed
- Zammy Fairhurst-Hunter
- Hannah Fry
- Mike Hill
- Michael Holmes
- Pek Kei Im
- Andri Iona
- Maria Kakkoura
- Christiana Kartsonaki
- Rene Kerosi
- Kuang Lin
- Mohsen Mazidi
- Iona Millwood
- Sam Morris
- Qunhua Nie
- Alfred Pozarickij
- Paul Ryder
- Saredo Said
- Dan Schmidt
- Paul Sherliker
- Becky Stevens
- Iain Turnbull
- Robin Walters
- Lin Wang
- Neil Wright
- Ling Yang
- Xiaoming Yang
- Pang Yao
- Yu Guo
- Xiao Han
- Can Hou
- Jun Lv
- Pei Pei
- Chao Liu
- Canqing Yu
- Qingmei Xia
- Zengchang Pang
- Ruqin Gao
- Shanpeng Li
- Haiping Duan
- Shaojie Wang
- Yongmei Liu
- Ranran Du
- Yajing Zang
- Liang Cheng
- Xiaocao Tian
- Hua Zhang
- Yaoming Zhai
- Feng Ning
- Xiaohui Sun
- Feifei Li
- Silu Lv
- Junzheng Wang
- Wei Hou
- Wei Sun
- Shichun Yan
- Xiaoming Cui
- Chi Wang
- Zhenyuan Wu
- Yanjie Li
- Quan Kang
- Huiming Luo
- Tingting Ou
- Xiangyang Zheng
- Zhendong Guo
- Shukuan Wu
- Yilei Li
- Huimei Li
- Ming Wu
- Yonglin Zhou
- Jinyi Zhou
- Ran Tao
- Jie Yang
- Jian Su
- Fang Liu
- Jun Zhang
- Yihe Hu
- Yan Lu
- Liangcai Ma
- Aiyu Tang
- Shuo Zhang
- Jianrong Jin
- Jingchao Liu
- Mei Lin
- Zhenzhen Lu
- Lifang Zhou
- Changping Xie
- Jian Lan
- Tingping Zhu
- Yun Liu
- Liuping Wei
- Liyuan Zhou
- Ningyu Chen
- Yulu Qin
- Sisi Wang
- Xianping Wu
- Ningmei Zhang
- Xiaofang Chen
- Xiaoyu Chang
- Mingqiang Yuan
- Xia Wu
- Xiaofang Chen
- Wei Jiang
- Jiaqiu Liu
- Qiang Sun
- Faqing Chen
- Xiaolan Ren
- Caixia Dong
- Hui Zhang
- Enke Mao
- Xiaoping Wang
- Tao Wang
- Xi zhang
- Kai Kang
- Shixian Feng
- Huizi Tian
- Lei Fan
- XiaoLin Li
- Huarong Sun
- Pan He
- Xukui Zhang
- Min Yu
- Ruying Hu
- Hao Wang
- Xiaoyi Zhang
- Yuan Cao
- Kaixu Xie
- Lingli Chen
- Dun Shen
- Xiaojun Li
- Donghui Jin
- Li Yin
- Huilin Liu
- Zhongxi Fu
- Xin Xu
- Hao Zhang
- Jianwei Chen
- Yuan Peng
- Libo Zhang
- Chan Qu
- Journal volume & issue
-
Vol. 44
p. 101001
Abstract
Summary: Background: Previous observational studies established a positive relationship between snoring and stroke. We aimed to investigate the causal effect of snoring on stroke. Methods: Based on 82,339 unrelated individuals with qualified genotyping data of Asian descent from the China Kadoorie Biobank (CKB), we conducted a Mendelian randomization (MR) analysis of snoring and stroke. Genetic variants identified in the genome-wide association analysis (GWAS) of snoring in CKB and UK Biobank (UKB) were selected for constructing genetic risk scores (GRS). A two-stage method was applied to estimate the associations of the genetically predicted snoring with stroke and its subtypes. Besides, MR analysis among the non-obese group (body mass index, BMI <24.0 kg/m2), as well as multivariable MR (MVMR), were performed to control for potential pleiotropy from BMI. In addition, the inverse-variance weighted (IVW) method was applied to estimate the causal association with genetic variants identified in CKB GWAS. Findings: Positive associations were found between snoring and total stroke, hemorrhagic stroke (HS), and ischemic stroke (IS). With GRS of CKB, the corresponding HRs (95% CIs) were 1.56 (1.15, 2.12), 1.50 (0.84, 2.69), 2.02 (1.36, 3.01), and the corresponding HRs (95% CIs) using GRS of UKB were 1.78 (1.30, 2.43), 1.94 (1.07, 3.52), and 1.74 (1.16, 2.61). The associations remained stable in the MR among the non-obese group, MVMR analysis, and MR analysis using the IVW method. Interpretation: This study suggests that, among Chinese adults, genetically predicted snoring could increase the risk of total stroke, IS, and HS, and the causal effect was independent of BMI. Funding: National Natural Science Foundation of China, Kadoorie Charitable Foundation Hong Kong, UK Wellcome Trust, National Key R&D Program of China, Chinese Ministry of Science and Technology.