Causal effect of sex hormone-binding globulin and testosterone on coronary heart disease: A multivariable and network Mendelian randomization analysis. (15th September 2021)
- Record Type:
- Journal Article
- Title:
- Causal effect of sex hormone-binding globulin and testosterone on coronary heart disease: A multivariable and network Mendelian randomization analysis. (15th September 2021)
- Main Title:
- Causal effect of sex hormone-binding globulin and testosterone on coronary heart disease: A multivariable and network Mendelian randomization analysis
- Authors:
- Li, Yunxia
Si, Shucheng
Hou, Lei
Yuan, Tonghui
Chen, Xiaolu
Liu, Congcong
Li, Wenchao
Li, Hongkai
Liu, Yanxun
Xue, Fuzhong - Abstract:
- Abstract: Background: Although observational studies have shown an association between sex hormone-binding globulin (SHBG), testosterone (T) and cardiovascular diseases (CVD), controversy remains. In this study, we aim to explore the causal effects of SHBG and T on Coronary heart disease (CHD). Methods: We used univariable, network and multivariable mendelian randomization (MR) analysis to investigate the causal effect of SHBG and T on CHD. We performed inverse variance weighted (IVW) MR as the primary analysis, with the robustness of this approach further tested by other methods in sensitivity analysis. The SHBG and T were collected from the UK Biobank data, about 180, 000 men aged 40 to 69 years. CHD was collected from CARDIoGRAMplusC4D 1000 Genomes-based GWAS, which was a meta-analysis including 48 studies and involving 60, 801 CHD cases and 123, 504 controls. Results: Using univariable MR-IVW, the results suggested that a one standard deviation (SD) increase in SHBG, the risk of CHD decreased by approximately 14% (OR (95% CI): 0.86(0.76, 0.97)), and that a SD increase in total testosterone (TT), the risk also decreased, approximately 8% (OR (95% CI): 0.92(0.85, 0.99)). Multivariable MR showed that both SHBG and TT had no direct causal effect with CHD (a SD increase in SHBG: OR (95% CI):0.75(0.57, 1.00), P = 0.053; a SD increase in TT: OR (95% CI): 1.05(0.90, 1.22), P = 0.53). In the network MR analysis, the results suggested that TT might act as mediator in the causalAbstract: Background: Although observational studies have shown an association between sex hormone-binding globulin (SHBG), testosterone (T) and cardiovascular diseases (CVD), controversy remains. In this study, we aim to explore the causal effects of SHBG and T on Coronary heart disease (CHD). Methods: We used univariable, network and multivariable mendelian randomization (MR) analysis to investigate the causal effect of SHBG and T on CHD. We performed inverse variance weighted (IVW) MR as the primary analysis, with the robustness of this approach further tested by other methods in sensitivity analysis. The SHBG and T were collected from the UK Biobank data, about 180, 000 men aged 40 to 69 years. CHD was collected from CARDIoGRAMplusC4D 1000 Genomes-based GWAS, which was a meta-analysis including 48 studies and involving 60, 801 CHD cases and 123, 504 controls. Results: Using univariable MR-IVW, the results suggested that a one standard deviation (SD) increase in SHBG, the risk of CHD decreased by approximately 14% (OR (95% CI): 0.86(0.76, 0.97)), and that a SD increase in total testosterone (TT), the risk also decreased, approximately 8% (OR (95% CI): 0.92(0.85, 0.99)). Multivariable MR showed that both SHBG and TT had no direct causal effect with CHD (a SD increase in SHBG: OR (95% CI):0.75(0.57, 1.00), P = 0.053; a SD increase in TT: OR (95% CI): 1.05(0.90, 1.22), P = 0.53). In the network MR analysis, the results suggested that TT might act as mediator in the causal pathway from SHBG to CHD and account for 93% of the total effect of SHBG on CHD, and that SHBG might be a mediator in the causal pathway from TT to CHD and account for 67% of the total effect of TT on CHD. Conclusions: Genetically predicted SHBG and TT were negatively correlated with CHD in both univariable and network MR, which may provide a causal explanation behind the observed conclusion. In addition, TT and SHBG had a bidirectional causal effect. Further work is required to disentangle the downstream effects of SHBG/TT on CHD and the molecular pathways involved, as the simultaneous regulation of SHBG and TT may make it a viable strategy for the prevention or treatment of CHD. Highlights: Multivariable MR showed that both SHBG and TT had no direct causal effect with CHD (a SD increase in SHBG: OR (95%CI):0.75(0.57, 1.00), P = 0.053; a SD increase in TT: OR (95%CI): 1.05(0.90, 1.22), P = 0.53). In the network MR analysis, the results suggested that TT might act as mediator in the causal pathway from SHBG to CHD and account for 93% of the total effect of SHBG on CHD, and that SHBG might be a mediator in the causal pathway from TT to CHD and account for 67% of the total effect of TT on CHD. … (more)
- Is Part Of:
- International journal of cardiology. Volume 339(2021)
- Journal:
- International journal of cardiology
- Issue:
- Volume 339(2021)
- Issue Display:
- Volume 339, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 339
- Issue:
- 2021
- Issue Sort Value:
- 2021-0339-2021-0000
- Page Start:
- 179
- Page End:
- 184
- Publication Date:
- 2021-09-15
- Subjects:
- SHBG -- Testosterone -- Coronary heart disease -- Causal effect -- Mendelian randomization
CVD cardiovascular disease -- CHD Coronary heart disease -- T testosterone -- TT total testosterone -- BT bioavailable testosterone -- SHBG Sex Hormone-Binding Globulin -- ER+ve estrogen receptor-positive -- MR Mendelian Randomization -- ICD International Classification of Diseases -- SNPs Single nucleotide polymorphisms -- GWAS Genome wide association study -- HWE Hardy-Weinberg equilibrium -- BMI Body mass index -- IVW Inverse variance weighted -- OR odds ratio -- CI Confidence interval -- MAF Minor allele frequency -- cAMP Cyclic adenosine monophosphate
Cardiology -- Periodicals
Electronic journals
616.12 - Journal URLs:
- http://www.clinicalkey.com/dura/browse/journalIssue/01675273 ↗
http://www.sciencedirect.com/science/journal/01675273 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ijcard.2021.06.037 ↗
- Languages:
- English
- ISSNs:
- 0167-5273
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- Legaldeposit
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