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Health effects associated with serum calcium concentrations: evidence from MR-PheWAS analysis in UK Biobank
A Zhou1, H A Morris2, E Hyppönen3,4,5
1Australian Center for Precision Health, University of South Australia Cancer Research Institute, GPO Box 2471, Adelaide, SA, 5001, Australia.
Insights
High normal serum calcium is causally linked to kidney stones, bone issues, and heart disease risk. These findings suggest tissue calcification is a key pathway influencing health outcomes.
Area of Science:
- Genetics and Human Health
- Biochemistry and Metabolism
- Epidemiology
Background:
- Calcium is vital for cardiovascular, muscular, and nervous system function.
- Understanding the full spectrum of health effects from high normal serum calcium is crucial.
- This study utilizes a phenome-wide Mendelian randomization approach to investigate these effects.
Purpose of the Study:
- To conduct a phenome-wide Mendelian randomization analysis (MR-PheWAS) to identify health consequences of high normal serum calcium.
- To explore the causal relationships between genetically predicted serum calcium levels and a wide range of disease outcomes.
- To elucidate potential underlying mechanisms, such as tissue calcification, linking serum calcium to disease.
Main Methods:
- Utilized UK Biobank data from up to 337,535 participants.
- Constructed a calcium genetic score (calcium-GS) to represent genetically influenced serum calcium levels.
- Tested associations between calcium-GS and 925 disease outcomes, employing complementary Mendelian randomization methods and rigorous statistical correction.
Main Results:
- The calcium-GS was strongly associated with serum calcium concentration (F-statistic = 349).
- Significant genetic evidence linked high serum calcium to urinary calculus (OR=3.5), renal colic (OR=9.1), and allergy/adverse drug reactions (OR=2.2) after multiple testing correction (P < 1.62E-4).
- Secondary analyses indicated potential associations with myocardial infarction and osteoarthrosis, supported by independent replication.
Conclusions:
- Established causal evidence for high normal serum calcium impacting conditions related to renal function, bone and joint health, and cardiovascular risk.
- These findings collectively point towards tissue calcification as a significant mechanism mediating the health effects of serum calcium.
- Suggests potential influences on immune function as well, warranting further investigation.
Abstract:
We conducted a phenome-wide Mendelian randomization analysis (MR-PheWAS) to survey health effects associated with high normal serum calcium. We found causal evidence for conditions related to renal function, bone and joint health, and cardiovascular risk. These conditions collectively suggest that tissue calcification may be a key mechanism through which serum calcium influences health.
Introduction:
Calcium is essential for the normal functioning of the cardiovascular system, muscles, and nerves. In this MR-PheWAS study, we sought to capture the totality of health effects associated with high normal serum calcium.
Methods:
We used data from up to 337,535 UK Biobank participants, and tested for associations between calcium genetic score (calcium-GS) and 925 disease outcomes, with follow-up analyses using complementary MR methods.
Results:
Calcium-GS was robustly associated with serum calcium concentration (F statistics = 349). After multiple testing correction (P < 1.62E-4), we saw genetic evidence for an association between high serum calcium and urinary calculus (OR per 1 mg/dl 3.5, 95%CI 1.3-9.2), renal colic (9.1, 95%CI 2.5-33.5), and allergy/adverse effect of penicillin (2.2, 95%CI 1.5-3.3). Secondary analyses with independent replication from consortia meta-analyses suggested further effects on myocardial infarction and osteoarthrosis.
Conclusion:
We found causal evidence for effects of high normal serum calcium with conditions related to renal function, bone and joint health, and cardiovascular risk, which may collectively reflect influences on tissue calcification and immune function.
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