Observational and Genetic Associations of Modifiable Risk Factors with Aortic Valve Stenosis: A Prospective Cohort Study of 0.5 Million Participants
Background: Observational studies have shown that modifiable risk factors are associated with aortic valve stenosis (AVS). However, the causality behind these associations remains largely unknown. Objectives: To explore the associations of modifiable risk factors, including metabolic factors, bioche...
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Published in | Nutrients Vol. 14; no. 11; p. 2273 |
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Format | Journal Article |
Language | English |
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Abstract | Background: Observational studies have shown that modifiable risk factors are associated with aortic valve stenosis (AVS). However, the causality behind these associations remains largely unknown. Objectives: To explore the associations of modifiable risk factors, including metabolic factors, biochemical measures, education, and lifestyles with AVS and their potential causal associations. Methods: We enrolled 361,930 British white people with genetic data in the UK biobank. Cox proportional risk regression models were used to estimate the hazard ratios between 28 modifiable risk factors and AVS. We used genetic instruments for modifiable risk factors to determine the potential causal relationships using a one-sample Mendelian randomization (MR) approach. Results: A total of 1602 participants developed AVS during an 8.4-year follow-up. Observational analyses showed higher adiposity, blood pressure, heart rate, low-density lipoprotein, urate, C-reactive protein, creatinine, albumin, and glycated hemoglobin, but lower serum vitamin D, and education, unhealthy lifestyle, and poor sleep quality were related to a higher risk of AVS after adjusting for the Bonferroni correction (p < 0.0013). Genetically predicted 1-SD higher levels of body mass index [HR: 1.09, 95% CI: 1.03 to 1.16], body fat percentage (1.17, 1.03 to 1.33), triglyceride (TG) [1.08, 1.00 to 1.16], low-density lipoprotein (LDL) (1.15, 1.08 to 1.21) and serum total cholesterol (TC) (1.13, 1.02 to 1.25) were associated with a higher risk of AVS, respectively. Genetically determined per category higher insomnia (1.32, 1.13 to 1.55) was also associated with AVS. The abovementioned genetic associations with the incident AVS showed an increasing relationship pattern. Conclusions: This study provides strong evidence for the potential causal roles of cardiometabolic factors in developing AVS, highlighting that an idea of metabolic status through a healthy lifestyle may help prevent AVS. |
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AbstractList | Background: Observational studies have shown that modifiable risk factors are associated with aortic valve stenosis (AVS). However, the causality behind these associations remains largely unknown. Objectives: To explore the associations of modifiable risk factors, including metabolic factors, biochemical measures, education, and lifestyles with AVS and their potential causal associations. Methods: We enrolled 361,930 British white people with genetic data in the UK biobank. Cox proportional risk regression models were used to estimate the hazard ratios between 28 modifiable risk factors and AVS. We used genetic instruments for modifiable risk factors to determine the potential causal relationships using a one-sample Mendelian randomization (MR) approach. Results: A total of 1602 participants developed AVS during an 8.4-year follow-up. Observational analyses showed higher adiposity, blood pressure, heart rate, low-density lipoprotein, urate, C-reactive protein, creatinine, albumin, and glycated hemoglobin, but lower serum vitamin D, and education, unhealthy lifestyle, and poor sleep quality were related to a higher risk of AVS after adjusting for the Bonferroni correction (p < 0.0013). Genetically predicted 1-SD higher levels of body mass index [HR: 1.09, 95% CI: 1.03 to 1.16], body fat percentage (1.17, 1.03 to 1.33), triglyceride (TG) [1.08, 1.00 to 1.16], low-density lipoprotein (LDL) (1.15, 1.08 to 1.21) and serum total cholesterol (TC) (1.13, 1.02 to 1.25) were associated with a higher risk of AVS, respectively. Genetically determined per category higher insomnia (1.32, 1.13 to 1.55) was also associated with AVS. The abovementioned genetic associations with the incident AVS showed an increasing relationship pattern. Conclusions: This study provides strong evidence for the potential causal roles of cardiometabolic factors in developing AVS, highlighting that an idea of metabolic status through a healthy lifestyle may help prevent AVS. Background: Observational studies have shown that modifiable risk factors are associated with aortic valve stenosis (AVS). However, the causality behind these associations remains largely unknown. Objectives: To explore the associations of modifiable risk factors, including metabolic factors, biochemical measures, education, and lifestyles with AVS and their potential causal associations. Methods: We enrolled 361,930 British white people with genetic data in the UK biobank. Cox proportional risk regression models were used to estimate the hazard ratios between 28 modifiable risk factors and AVS. We used genetic instruments for modifiable risk factors to determine the potential causal relationships using a one-sample Mendelian randomization (MR) approach. Results: A total of 1602 participants developed AVS during an 8.4-year follow-up. Observational analyses showed higher adiposity, blood pressure, heart rate, low-density lipoprotein, urate, C-reactive protein, creatinine, albumin, and glycated hemoglobin, but lower serum vitamin D, and education, unhealthy lifestyle, and poor sleep quality were related to a higher risk of AVS after adjusting for the Bonferroni correction ( p < 0.0013). Genetically predicted 1-SD higher levels of body mass index [HR: 1.09, 95% CI: 1.03 to 1.16], body fat percentage (1.17, 1.03 to 1.33), triglyceride (TG) [1.08, 1.00 to 1.16], low-density lipoprotein (LDL) (1.15, 1.08 to 1.21) and serum total cholesterol (TC) (1.13, 1.02 to 1.25) were associated with a higher risk of AVS, respectively. Genetically determined per category higher insomnia (1.32, 1.13 to 1.55) was also associated with AVS. The abovementioned genetic associations with the incident AVS showed an increasing relationship pattern. Conclusions: This study provides strong evidence for the potential causal roles of cardiometabolic factors in developing AVS, highlighting that an idea of metabolic status through a healthy lifestyle may help prevent AVS. |
Audience | Academic |
Author | Huang, Ninghao Huang, Tao Zhuang, Zhenhuang Liu, Zhonghua |
AuthorAffiliation | 2 Department of Statistics and Actuarial Science, The University of Hong Kong, Hong Kong 999077, China; zhhliu@hku.hk 4 Center for Intelligent Public Health, Institute for Artificial Intelligence, Peking University, Beijing 100871, China 3 Key Laboratory of Molecular Cardiovascular Sciences, Ministry of Education, Peking University, Beijing 100871, China 1 Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China; ninghaohuang@bjmu.edu.cn (N.H.); 1510306133@pku.edu.cn (Z.Z.) |
AuthorAffiliation_xml | – name: 1 Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China; ninghaohuang@bjmu.edu.cn (N.H.); 1510306133@pku.edu.cn (Z.Z.) – name: 4 Center for Intelligent Public Health, Institute for Artificial Intelligence, Peking University, Beijing 100871, China – name: 2 Department of Statistics and Actuarial Science, The University of Hong Kong, Hong Kong 999077, China; zhhliu@hku.hk – name: 3 Key Laboratory of Molecular Cardiovascular Sciences, Ministry of Education, Peking University, Beijing 100871, China |
Author_xml | – sequence: 1 givenname: Ninghao surname: Huang fullname: Huang, Ninghao organization: Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China – sequence: 2 givenname: Zhenhuang surname: Zhuang fullname: Zhuang, Zhenhuang organization: Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China – sequence: 3 givenname: Zhonghua orcidid: 0000-0003-3048-9823 surname: Liu fullname: Liu, Zhonghua organization: Department of Statistics and Actuarial Science, The University of Hong Kong, Hong Kong 999077, China – sequence: 4 givenname: Tao surname: Huang fullname: Huang, Tao organization: Center for Intelligent Public Health, Institute for Artificial Intelligence, Peking University, Beijing 100871, China |
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Snippet | Background: Observational studies have shown that modifiable risk factors are associated with aortic valve stenosis (AVS). However, the causality behind these... |
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SubjectTerms | Adipose tissue Albumins Aorta Aortic stenosis Aortic valve Aortic valve stenosis Aortic Valve Stenosis - genetics Bias biochemical measures Blood pressure Body fat Body mass Body mass index Body size C-reactive protein Cholesterol Cohort analysis Creatinine Diabetes Education Genetic aspects Health risk assessment Heart rate Heart valves Hemoglobin Humans Identification and classification Incidence Insomnia Lifestyles Lipids Lipoproteins, LDL Low density lipoprotein Mendelian randomization Metabolism Mortality obesity Prevention Prospective Studies Regression analysis Risk analysis Risk Factors Risk factors (Health) Sensitivity analysis sleep Sleep disorders Smoking Stenosis Triglycerides Uric acid Vitamin D |
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Title | Observational and Genetic Associations of Modifiable Risk Factors with Aortic Valve Stenosis: A Prospective Cohort Study of 0.5 Million Participants |
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