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Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study
Background: Observational studies have demonstrated that increased bone mineral density is associated with a higher risk of type 2 diabetes (T2D), but the relationship with risk of coronary heart disease (CHD) is less clear. Moreover, substantial uncertainty remains about the causal relevance of inc...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000Research
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5606062/ https://www.ncbi.nlm.nih.gov/pubmed/28989980 http://dx.doi.org/10.12688/wellcomeopenres.12288.1 |
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author | Gan, Wei Clarke, Robert J. Mahajan, Anubha Kulohoma, Benard Kitajima, Hidetoshi Robertson, Neil R. Rayner, N. William Walters, Robin G. Holmes, Michael V. Chen, Zhengming McCarthy, Mark I. |
author_facet | Gan, Wei Clarke, Robert J. Mahajan, Anubha Kulohoma, Benard Kitajima, Hidetoshi Robertson, Neil R. Rayner, N. William Walters, Robin G. Holmes, Michael V. Chen, Zhengming McCarthy, Mark I. |
author_sort | Gan, Wei |
collection | PubMed |
description | Background: Observational studies have demonstrated that increased bone mineral density is associated with a higher risk of type 2 diabetes (T2D), but the relationship with risk of coronary heart disease (CHD) is less clear. Moreover, substantial uncertainty remains about the causal relevance of increased bone mineral density for T2D and CHD, which can be assessed by Mendelian randomisation studies. Methods: We identified 235 independent single nucleotide polymorphisms (SNPs) associated at p<5×10 (-8) with estimated heel bone mineral density (eBMD) in 116,501 individuals from the UK Biobank study, accounting for 13.9% of eBMD variance. For each eBMD-associated SNP, we extracted effect estimates from the largest available GWAS studies for T2D (DIAGRAM: n=26,676 T2D cases and 132,532 controls) and CHD (CARDIoGRAMplusC4D: n=60,801 CHD cases and 123,504 controls). A two-sample design using several Mendelian randomization approaches was used to investigate the causal relevance of eBMD for risk of T2D and CHD. In addition, we explored the relationship of eBMD, instrumented by the 235 SNPs, on 12 cardiovascular and metabolic risk factors. Finally, we conducted Mendelian randomization analysis in the reverse direction to investigate reverse causality. Results: Each one standard deviation increase in genetically instrumented eBMD (equivalent to 0.14 g/cm (2)) was associated with an 8% higher risk of T2D (odds ratio [OR] 1.08; 95% confidence interval [CI]: 1.02 to 1.14; p=0.012) and 5% higher risk of CHD (OR 1.05; 95%CI: 1.00 to 1.10; p=0.034). Consistent results were obtained in sensitivity analyses using several different Mendelian randomization approaches. Equivalent increases in eBMD were also associated with lower plasma levels of HDL-cholesterol and increased insulin resistance. Mendelian randomization in the reverse direction using 94 T2D SNPs or 52 CHD SNPs showed no evidence of reverse causality with eBMD. Conclusions: These findings suggest a causal relationship between elevated bone mineral density with risks of both T2D and CHD. |
format | Online Article Text |
id | pubmed-5606062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | F1000Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-56060622017-10-06 Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study Gan, Wei Clarke, Robert J. Mahajan, Anubha Kulohoma, Benard Kitajima, Hidetoshi Robertson, Neil R. Rayner, N. William Walters, Robin G. Holmes, Michael V. Chen, Zhengming McCarthy, Mark I. Wellcome Open Res Research Article Background: Observational studies have demonstrated that increased bone mineral density is associated with a higher risk of type 2 diabetes (T2D), but the relationship with risk of coronary heart disease (CHD) is less clear. Moreover, substantial uncertainty remains about the causal relevance of increased bone mineral density for T2D and CHD, which can be assessed by Mendelian randomisation studies. Methods: We identified 235 independent single nucleotide polymorphisms (SNPs) associated at p<5×10 (-8) with estimated heel bone mineral density (eBMD) in 116,501 individuals from the UK Biobank study, accounting for 13.9% of eBMD variance. For each eBMD-associated SNP, we extracted effect estimates from the largest available GWAS studies for T2D (DIAGRAM: n=26,676 T2D cases and 132,532 controls) and CHD (CARDIoGRAMplusC4D: n=60,801 CHD cases and 123,504 controls). A two-sample design using several Mendelian randomization approaches was used to investigate the causal relevance of eBMD for risk of T2D and CHD. In addition, we explored the relationship of eBMD, instrumented by the 235 SNPs, on 12 cardiovascular and metabolic risk factors. Finally, we conducted Mendelian randomization analysis in the reverse direction to investigate reverse causality. Results: Each one standard deviation increase in genetically instrumented eBMD (equivalent to 0.14 g/cm (2)) was associated with an 8% higher risk of T2D (odds ratio [OR] 1.08; 95% confidence interval [CI]: 1.02 to 1.14; p=0.012) and 5% higher risk of CHD (OR 1.05; 95%CI: 1.00 to 1.10; p=0.034). Consistent results were obtained in sensitivity analyses using several different Mendelian randomization approaches. Equivalent increases in eBMD were also associated with lower plasma levels of HDL-cholesterol and increased insulin resistance. Mendelian randomization in the reverse direction using 94 T2D SNPs or 52 CHD SNPs showed no evidence of reverse causality with eBMD. Conclusions: These findings suggest a causal relationship between elevated bone mineral density with risks of both T2D and CHD. F1000Research 2017-08-22 /pmc/articles/PMC5606062/ /pubmed/28989980 http://dx.doi.org/10.12688/wellcomeopenres.12288.1 Text en Copyright: © 2017 Gan W et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Gan, Wei Clarke, Robert J. Mahajan, Anubha Kulohoma, Benard Kitajima, Hidetoshi Robertson, Neil R. Rayner, N. William Walters, Robin G. Holmes, Michael V. Chen, Zhengming McCarthy, Mark I. Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study |
title | Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study |
title_full | Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study |
title_fullStr | Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study |
title_full_unstemmed | Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study |
title_short | Bone mineral density and risk of type 2 diabetes and coronary heart disease: A Mendelian randomization study |
title_sort | bone mineral density and risk of type 2 diabetes and coronary heart disease: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5606062/ https://www.ncbi.nlm.nih.gov/pubmed/28989980 http://dx.doi.org/10.12688/wellcomeopenres.12288.1 |
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