Abstract P347: Serum 25-hydroxy Vitamin D, Cardiovascular Risk Markers, And Incident Myocardial Infarction In A High Risk Community Population
Bibliographic record
Abstract
Background: It is unclear whether vitamin D deficiency is associated with a higher risk of cardiovascular disease, and through what biochemical pathways this could occur. We investigated the relationship between serum 25-OH vitamin D and typical cardiovascular risk markers as well as incident myocardial infarction (MI) in a large group of high-risk individuals from the community of Calgary, Alberta, Canada. Methods: Calgary Laboratory Services databases were queried for age, sex, body mass index (BMI), personal healthcare number (PHN) and first available serum 25-OH vitamin D measure from patients who received an electrocardiogram or urine creatinine clearance test from 2010-2013. Data was linked by PHN to first available laboratory results for total cholesterol, HDL cholesterol, triglycerides, LDL cholesterol, fasting glucose and HbA1c as well as Alberta Health Services hospital discharge data for first myocardial infarction (ICD-10: I21.1-9) occurring after 25-OH vitamin D measurement. Multiple linear and logistic regression were used to examine all associations. Results: There were 36 000-50 000 complete patient records for analysis of each of the risk markers, with a median follow-up of 8-11 months. A 30 mmol/L increase in serum 25-OH vitamin D was associated with significantly (p<0.001) lower total cholesterol (-0.07 mmol/L), LDL cholesterol (-0.06 mmol/L), triglycerides (-0.14 mmol/L), fasting glucose (-0.12 mmol/L), and HbA1c (-0.13% mmol/L), but higher HDL cholesterol (+0.06 mmol/L) after adjusting for age, sex, BMI, monthly hours of sun-exposure and time between measures. Among these individuals, there were 458 cases of MI occurring after 25-OH vitamin D measurement, with a median follow-up of 1 year. In a case-cohort analysis that included 2500 controls, a 30 mmol/L increase in 25-OH vitamin D was associated with a 21% (p<0.001) lower odds of MI after multivariate adjustment. This association was strongly attenuated after adjusting LDL, HDL, fasting glucose and HbA1c. Conclusion: In a high-risk group of community patients from Calgary, Alberta, Canada, higher serum 25-OH vitamin D was associated with a lower risk of MI, which was explained by changes in commonly measured cardiovascular risk markers. Further study is needed to determine whether changes in cardiovascular risk markers are causally related to changes in 25-OH vitamin D.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".