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Xiong Y, Tang Y, Zhou J, Tian Y, Chen F, Li G, Huang H, Huang H, Zhou L. Childhood Adiposity and Risk of Major Clinical Heart Diseases in Adulthood: A Mendelian Randomization Study. J Am Heart Assoc 2024; 13:e035365. [PMID: 39085751 DOI: 10.1161/jaha.124.035365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND The causal relationship between childhood adiposity and adult risk of heart diseases has not been clearly demonstrated. This study aims to ascertain whether genetically predicted childhood body mass index (BMI) and childhood obesity are causally associated with adult coronary heart disease, myocardial infarction, heart failure, atrial fibrillation, hypertrophic cardiomyopathy, and pulmonary heart disease. METHODS AND RESULTS To investigate the causative relationships and underlying mechanisms between childhood adiposity and adult heart diseases, 3 main methods of Mendelian randomization were used: 2-sample Mendelian randomization, multivariable Mendelian randomization with controlling for several cardiometabolic risk variables, and mediation analysis. Every 1-SD rise in genetically predicted childhood body mass index was associated with 24% (odds ratio [OR], 1.24 [95% CI, 1.12-1.37]), 28% (OR, 1.28 [95% CI, 1.14-1.42]), 28% (OR, 1.28 [95% CI, 1.14-1.42]), and 27% (OR, 1.27 [95% CI, 1.04-1.49]) higher risk of coronary heart disease, myocardial infarction, heart failure, and atrial fibrillation, respectively. Every 1-unit increase in log-odds in childhood obesity was associated with 11% (OR, 1.11 [95% CI, 1.06-1.16]), 14% (OR, 1.14 [95% CI, 1.04-1.23]), 10% (OR, 1.10 [95% CI, 1.03-1.18]), and 20% (OR, 1.20 [95% CI, 1.08-1.32]) higher risk of coronary heart disease, myocardial infarction, heart failure, and atrial fibrillation, respectively. The link between childhood adiposity and adult heart diseases was found to be mediated by high-density lipoprotein cholesterol, triglyceride, hypertension, and type 2 diabetes. CONCLUSIONS Our findings support the causal relationships between childhood adiposity and risk of adult coronary heart disease, myocardial infarction, heart failure, and atrial fibrillation. Blood lipids, hypertension, and type 2 diabetes are factors that mediate the aforementioned associations.
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Affiliation(s)
- Yan Xiong
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Yijia Tang
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Jie Zhou
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Yang Tian
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Fuli Chen
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Gang Li
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Hui Huang
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Hao Huang
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
| | - Long Zhou
- Institute of Cardiovascular Diseases and Department of Cardiology, Sichuan Provincial People's Hospital, School of Medicine University of Electronic Science and Technology of China Chengdu China
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Kong R, Li S. Effects of childhood obesity on heart failure and its associated risk factors in the European population: A Mendelian randomization study. Nutr Metab Cardiovasc Dis 2024; 34:1080-1087. [PMID: 38233270 DOI: 10.1016/j.numecd.2023.11.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 11/10/2023] [Accepted: 11/30/2023] [Indexed: 01/19/2024]
Abstract
BACKGROUND AND AIMS Observational studies have shown that obesity considerably affects the cardiovascular system. Thus we conducted this Mendelian randomization (MR) analysis to evaluate the causal effect of childhood obesity on heart failure (HF) and its risk factors. METHODS AND RESULTS We obtained genetic instruments from genome-wide association studies (GWAS) that investigated childhood obesity, HF, type 2 diabetes mellitus (T2DM), atrial fibrillation (AF), coronary artery disease (CAD), myocardial infarction (MI), chronic kidney disease (CKD), valvular heart disease, myocarditis, hypertrophic cardiomyopathy, and hyperthyroidism. Inverse variance weighting (IVW), weighted median analysis, MR-Egger, and MR-pleiotropy residual sum and outlier (MR-PRESSO) were employed for MR analyses. In addition, the leave-one-out sensitivity test, MR-PRESSO global test, and Cochran's Q test were used for sensitivity analyses. Genetic evaluations showed that childhood obesity increases the risk of HF (odds ratio [OR] = 1.11, 95%CI: 1.05-1.17, p = 1.26 × 10-4), T2DM (OR = 1.17, 95%CI: 1.12-1.23, p = 8.80 × 10-12), AF (OR = 1.08, 95%CI: 1.05-1.12, p = 2.66 × 10-7), MI (OR = 1.08, 95%CI: 1.04-1.13, p = 3.35 × 10-4), and CAD (OR = 1.08, 95%CI: 1.03-1.13, p = 1.48 × 10-3). We found no association between childhood obesity and CKD, valvular heart disease, myocarditis, hypertrophic cardiomyopathy, or hyperthyroidism. Sensitivity analysis and Bonferroni's correction showed consistent results. CONCLUSIONS Our study provides new evidence for the relationship between childhood obesity and HF and its risk factors. The results indicate that individuals with a history of childhood obesity require more clinical attention to prevent the development of HF.
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Affiliation(s)
- Renjing Kong
- Department of Geriatrics, The Second Xiangya Hospital, Institute of Aging and Age-Related Disease Research, Central South University, Changsha, Hunan 410011, China
| | - Shuang Li
- Department of Geriatrics, The Second Xiangya Hospital, Institute of Aging and Age-Related Disease Research, Central South University, Changsha, Hunan 410011, China.
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Chen W, Yao D, Yan H, Wang M, Pan Y. Genetically predicted childhood obesity and adult atrial fibrillation: A mendelian randomization study. Nutr Metab Cardiovasc Dis 2022; 32:1019-1026. [PMID: 35086764 DOI: 10.1016/j.numecd.2021.12.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 11/29/2021] [Accepted: 12/01/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND AIMS It is unclear whether the association of childhood obesity with adult atrial fibrillation observed in observational studies reflects causal effects. The aim of this study was to evaluate the association of childhood obesity with adult atrial fibrillation using genetic instruments. METHODS AND RESULTS We used a two-sample Mendelian randomization (MR) design to evaluate the association between childhood obesity and adult atrial fibrillation. Two sets of genetic variants (15 single nucleotide polymorphisms [SNPs] for childhood body mass index [BMI] and 12 SNPs for dichotomous childhood obesity) were selected as instruments. Summary data on SNP-childhood obesity and SNP-atrial fibrillation associations were obtained from recently published genome-wide association studies. Effect estimates were evaluated using inverse-variance weighted (IVW) methods. Other MR analyses, including MR-Egger, simple and weighted median, weighted MBE and MR-PRESSO methods were performed in sensitivity analyses. The IVW models showed that both a genetically predicted one-standard deviation increase in childhood BMI (kg/m2) and higher log-odds of childhood obesity were associated with a substantial increase in the risk of atrial fibrillation (OR = 1.22, 95% CI: 1.11-1.34, P < 0.001; OR = 1.09, 95% CI: 1.04-1.14, P < 0.001). MR-Egger regression showed no evidence of genetic pleiotropy for childhood BMI (intercept = 0.000, 95% CI: -0.024 to 0.023), but for childhood obesity (intercept = -0.036, 95% CI: -0.057 to -0.015). Similar results were observed using leave-one-out and other MR methods in sensitivity analyses. CONCLUSIONS This MR analysis found a consistent association between genetically predicted childhood obesity and an increased risk of adult atrial fibrillation. Further research is warranted to validate our findings.
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Affiliation(s)
- Weiqi Chen
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Dongxiao Yao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Hongyi Yan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Mengxing Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Yuesong Pan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China.
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Zhou Y, Zha L, Pan S. The Risk of Atrial Fibrillation Increases with Earlier Onset of Obesity: A Mendelian Randomization Study. Int J Med Sci 2022; 19:1388-1398. [PMID: 36035367 PMCID: PMC9413561 DOI: 10.7150/ijms.72334] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 07/28/2022] [Indexed: 11/05/2022] Open
Abstract
Background: Obesity is a well-established risk factor for atrial fibrillation (AF). Previous epidemiological research on obesity and AF often focused on adult populations and now broadened to earlier in life. Therefore, this study aimed to determine the relationships between obesity at different periods of life and the risk of AF. Methods: A two-sample Mendelian randomization (MR) study design using summarised data from 6 genome-wide association studies (GWASs) was employed in this study. Single nucleotide polymorphisms (SNPs) associated with adult obesity, childhood obesity, childhood body mass index (BMI), waist-to-hip ratio adjusted for BMI (WHRadjBMI), birth weight and AF were independently retrieved from large-scale GWASs. For SNP identification, the genome-wide significance threshold was set at p <5.00×10-8. To obtain causal estimates, MR analysis was conducted using the inverse variance-weighted (IVW) method. The weighted median, MR-Egger methods and MR-robust adjusted profile score (MR-RAPS) were used to evaluate the robustness of MR analysis. Results: A total of 204 SNPs were identified as the genetic instrumental variables (5 SNPs for childhood obesity, 13 SNPs for childhood BMI, 137 SNPs for birth weight, 35 SNPs for adult WHRadjBMI, and 14 SNPs for adult obesity). The results of MR analysis demonstrated that the genetically predicted adult obesity, childhood BMI, and birth weight were associated with AF risk. Notably, a 1 unit standard deviation (1-SD) increase in adult obesity was related to a 13% increased risk of AF [p=6.51×10-7, OR, 1.13 (95% CI, 1.08-1.19)], a 1-SD increase in childhood BMI was related to a 18% increased risk of AF [p=1.77×10-4, OR, 1.18 (95% CI, 1.08-1.29)], and a 1-SD increase in birth weight was related to a 26% increased risk of AF [p=1.27×10-7, OR, 1.26 (95% CI, 1.16-1.37)]. There was no evidence of pleiotropy or heterogeneity between the MR estimates obtained from multiple SNPs. Conclusion: Our study reveals the association of genetic susceptibility to obesity with a higher risk of AF. Moreover, an earlier age at obesity was associated with an increased risk of AF. Therefore, public awareness of the dangers of obesity and active early weight control may prevent the development of AF.
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Affiliation(s)
- Yingchao Zhou
- Heart Center, Women and Children's Hospital, Qingdao University, Qingdao, China
| | - Lingfeng Zha
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Silin Pan
- Heart Center, Women and Children's Hospital, Qingdao University, Qingdao, China
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Bardugo A, Fishman B, Libruder C, Tanne D, Ram A, Hershkovitz Y, Zucker I, Furer A, Gilon R, Chodick G, Tiosano S, Derazne E, Tzur D, Afek A, Pinhas-Hamiel O, Bendor CD, Yaniv G, Rotem RS, Twig G. Body Mass Index in 1.9 Million Adolescents and Stroke in Young Adulthood. Stroke 2021; 52:2043-2052. [PMID: 33980044 DOI: 10.1161/strokeaha.120.033595] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
[Figure: see text].
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Affiliation(s)
- Aya Bardugo
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.)
| | - Boris Fishman
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.).,Hypertension Unit, Internal Medicine D (B.F.), Sheba Medical Center, Ramat Gan, Israel.,The Dr. Pinchas Bornstein Talpiot Medical Leadership Program (B.F., G.Y., G.T.), Sheba Medical Center, Ramat Gan, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
| | - Carmit Libruder
- Israel Center for Disease Control, Ministry of Health, Ramat Gan (C.L., A.R., Y.H., I.Z.)
| | - David Tanne
- Rambam Health Care Campus and Rappaport Faculty of Medicine, Haifa, Israel (D. Tanne)
| | - Amit Ram
- Israel Center for Disease Control, Ministry of Health, Ramat Gan (C.L., A.R., Y.H., I.Z.)
| | - Yael Hershkovitz
- Israel Center for Disease Control, Ministry of Health, Ramat Gan (C.L., A.R., Y.H., I.Z.)
| | - Inbar Zucker
- Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.).,Israel Center for Disease Control, Ministry of Health, Ramat Gan (C.L., A.R., Y.H., I.Z.)
| | - Ariel Furer
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.)
| | - Roy Gilon
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.)
| | - Gabriel Chodick
- Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.).,Maccabitech (G.C.), Maccabi Healthcare Services, Tel Aviv, Israel
| | - Shmuel Tiosano
- Division of Cardiology, Leviev Heart and Vascular Center (S.T.), Sheba Medical Center, Ramat Gan, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
| | - Estela Derazne
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.).,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
| | - Dorit Tzur
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.)
| | - Arnon Afek
- Central Management (A.A.), Sheba Medical Center, Ramat Gan, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
| | - Orit Pinhas-Hamiel
- Pediatric Endocrine and Diabetes Unit, Edmond and Lily Safra Children's Hospital (O.P.-H.).,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
| | - Cole Daniel Bendor
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.)
| | - Gal Yaniv
- The Dr. Pinchas Bornstein Talpiot Medical Leadership Program (B.F., G.Y., G.T.), Sheba Medical Center, Ramat Gan, Israel.,Department of Diagnostic Imaging (G.Y.).,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
| | - Ran Shmuel Rotem
- Kahn-Sagol-Maccabi Research and Innovation Institute (R.S.R.), Maccabi Healthcare Services, Tel Aviv, Israel.,Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA (R.S.R.)
| | - Gilad Twig
- Department of Military Medicine, Hebrew University, Jerusalem and the Israel Defense Forces Medical Corps, Ramat Gan (A.B., B.F., A.F., R.G., E.D., D. Tzur, C.D.B., G.T.).,The Dr. Pinchas Bornstein Talpiot Medical Leadership Program (B.F., G.Y., G.T.), Sheba Medical Center, Ramat Gan, Israel.,Institute of Endocrinology (G.T.).,Sackler Faculty of Medicine, Tel Aviv University, Israel (B.F., I.Z., G.C., S.T., E.D., A.A., O.P.-H., G.Y., G.T.)
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