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Updated: Jul 1, 2025

A Semi-Automated and Reproducible Biological-Based Method to Quantify Calcium Deposition In Vitro
Published on: June 2, 2022
Association between BMD and coronary artery calcification: an observational and Mendelian randomization study
Haojie Lu1,2, Christine W Lary3, Chani J Hodonsky4
1Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, CA 3000, The Netherlands.
Insights
This study found no causal link between bone mineral density (BMD) and coronary artery calcification (CAC). Previously observed associations are likely due to other factors, not osteoporosis directly causing vascular calcification.
Area of Science:
- Biomedical Research
- Epidemiology
- Genetics
Background:
- Observational studies show inconsistent links between bone mineral density (BMD) and coronary artery calcification (CAC).
- Understanding the relationship is crucial for identifying shared risk factors for osteoporosis and cardiovascular disease.
Purpose of the Study:
- To investigate the observational association between BMD and CAC.
- To evaluate potential causal relationships between BMD and CAC using Mendelian randomization (MR) and polygenic risk scores (PRS).
Main Methods:
- Utilized data from two large population-based cohorts: the Rotterdam Study (1414 participants) and the Framingham Heart Study (2233 participants).
- Employed linear regression for observational analysis and 1- and 2-sample Mendelian randomization (MR) with inverse variance weighted (IVW) and 2-stage least squares regression for causal inference.
- Assessed BMD at total body, lumbar spine, and femoral neck, alongside CAC measurements.
Main Results:
- No robust observational associations were found between BMD levels and CAC across different skeletal sites.
- Mean CAC showed a uniform random distribution across polygenic risk score for BMD (PRSBMD) quintile groups.
- Neither 1-sample nor 2-sample MR analyses supported a causal association between BMD and CAC.
Conclusions:
- The study does not support a causal relationship where lower BMD increases the risk of CAC.
- Reported epidemiological associations between BMD and CAC are likely attributable to unmeasured confounders or shared underlying etiologies.
- Findings suggest osteoporosis and vascular calcification may not share direct causal pathways.
Abstract:
Observational studies have reported inconsistent associations between bone mineral density (BMD) and coronary artery calcification (CAC). We examined the observational association of BMD with CAC in 2 large population-based studies and evaluated the evidence for a potential causal relation between BMD and CAC using polygenic risk scores (PRS), 1- and 2-sample Mendelian randomization (MR) approaches. Our study populations comprised 1414 individuals (mean age 69.9 yr, 52.0% women) from the Rotterdam Study and 2233 individuals (mean age 56.5 yr, 50.9% women) from the Framingham Heart Study with complete information on CAC and BMD measurements at the total body (TB-), lumbar spine (LS-), and femoral neck (FN-). We used linear regression models to evaluate the observational association between BMD and CAC. Subsequently, we compared the mean CAC across PRSBMD quintile groups at different skeletal sites. In addition, we used the 2-stage least squares regression and the inverse variance weighted (IVW) model as primary methods for 1- and 2-sample MR to test evidence for a potentially causal association. We did not observe robust associations between measured BMD levels and CAC. These results were consistent with a uniform random distribution of mean CAC across PRSBMD quintile groups (P-value > .05). Moreover, neither 1- nor 2-sample MR supported the possible causal association between BMD and CAC. Our results do not support the contention that lower BMD is (causally) associated with an increased CAC risk. These findings suggest that previously reported epidemiological associations of BMD with CAC are likely explained by unmeasured confounders or shared etiology, rather than by causal pathways underlying both osteoporosis and vascular calcification processes.
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