Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization
Abstract We assessed the associations of genetically instrumented blood sucrose with risk of coronary heart disease (CHD) and its risk factors (i.e., type 2 diabetes, adiposity, blood pressure, lipids, and glycaemic traits), using two-sample Mendelian randomization. We used blood fructose as a valid...
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doaj-020a3e8b5d2c424cb1398fde3c902bbc2020-12-13T12:32:44ZengNature Publishing GroupScientific Reports2045-23222020-12-011011910.1038/s41598-020-78685-5Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomizationTing Zhang0Shiu Lun Au Yeung1C. Mary Schooling2School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong KongSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong KongSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong KongAbstract We assessed the associations of genetically instrumented blood sucrose with risk of coronary heart disease (CHD) and its risk factors (i.e., type 2 diabetes, adiposity, blood pressure, lipids, and glycaemic traits), using two-sample Mendelian randomization. We used blood fructose as a validation exposure. Dental caries was a positive control outcome. We selected genetic variants strongly (P < 5 × 10–6) associated with blood sucrose or fructose as instrumental variables and applied them to summary statistics from the largest available genome-wide association studies of the outcomes. Inverse-variance weighting was used as main analysis. Sensitivity analyses included weighted median, MR-Egger and MR-PRESSO. Genetically higher blood sucrose was positively associated with the control outcome, dental caries (odds ratio [OR] 1.04 per log10 transformed effect size [median-normalized standard deviation] increase, 95% confidence interval [CI] 1.002–1.08, P = 0.04), but this association did not withstand allowing for multiple testing. The estimate for blood fructose was in the same direction. Genetically instrumented blood sucrose was not clearly associated with CHD (OR 1.01, 95% CI 0.997–1.02, P = 0.14), nor with its risk factors. Findings were similar for blood fructose. Our study found some evidence of the expected detrimental effect of sucrose on dental caries but no effect on CHD. Given a small effect on CHD cannot be excluded, further investigation with stronger genetic predictors is required.https://doi.org/10.1038/s41598-020-78685-5 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ting Zhang Shiu Lun Au Yeung C. Mary Schooling |
spellingShingle |
Ting Zhang Shiu Lun Au Yeung C. Mary Schooling Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization Scientific Reports |
author_facet |
Ting Zhang Shiu Lun Au Yeung C. Mary Schooling |
author_sort |
Ting Zhang |
title |
Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization |
title_short |
Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization |
title_full |
Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization |
title_fullStr |
Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization |
title_full_unstemmed |
Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization |
title_sort |
association of genetically predicted blood sucrose with coronary heart disease and its risk factors in mendelian randomization |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2020-12-01 |
description |
Abstract We assessed the associations of genetically instrumented blood sucrose with risk of coronary heart disease (CHD) and its risk factors (i.e., type 2 diabetes, adiposity, blood pressure, lipids, and glycaemic traits), using two-sample Mendelian randomization. We used blood fructose as a validation exposure. Dental caries was a positive control outcome. We selected genetic variants strongly (P < 5 × 10–6) associated with blood sucrose or fructose as instrumental variables and applied them to summary statistics from the largest available genome-wide association studies of the outcomes. Inverse-variance weighting was used as main analysis. Sensitivity analyses included weighted median, MR-Egger and MR-PRESSO. Genetically higher blood sucrose was positively associated with the control outcome, dental caries (odds ratio [OR] 1.04 per log10 transformed effect size [median-normalized standard deviation] increase, 95% confidence interval [CI] 1.002–1.08, P = 0.04), but this association did not withstand allowing for multiple testing. The estimate for blood fructose was in the same direction. Genetically instrumented blood sucrose was not clearly associated with CHD (OR 1.01, 95% CI 0.997–1.02, P = 0.14), nor with its risk factors. Findings were similar for blood fructose. Our study found some evidence of the expected detrimental effect of sucrose on dental caries but no effect on CHD. Given a small effect on CHD cannot be excluded, further investigation with stronger genetic predictors is required. |
url |
https://doi.org/10.1038/s41598-020-78685-5 |
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