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Estimation of plasma apolipoprotein B concentration using routinely measured lipid biochemical tests in apparently
Dong-Sik Cho1, Sookyoung Woo, Seonwoo Kim
1Division of Cardiology, Department of Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, #108, Pyung Dong, Seoul, Jongro-Ku 110-746, Republic of Korea.
Insights
Apolipoprotein B (apo B) is a key cardiovascular risk marker. Researchers developed a formula using LDL and triglyceride levels to accurately estimate apo B, aiding in better risk assessment.
Area of Science:
- Cardiovascular Medicine
- Clinical Biochemistry
- Lipid Metabolism
Background:
- Elevated low-density lipoprotein cholesterol (LDL) increases coronary heart disease (CHD) risk.
- Residual cardiovascular disease risk persists despite optimal LDL treatment.
- Apolipoprotein B (apo B) is a superior marker for atherogenic lipoprotein risk assessment compared to LDL concentration.
Purpose of the Study:
- To develop a predictive formula for apolipoprotein B (apo B) using routine lipid biochemistry measurements.
- To enable accessible and precise apo B estimation in clinical practice.
- To improve cardiovascular risk stratification in patient populations.
Main Methods:
- Utilized clinical and laboratory data from 73,047 Korean individuals.
- Randomly divided the dataset into training and validation sets.
- Employed multivariable linear regression analysis to build and validate the apo B estimation model.
Main Results:
- The optimal prediction equation for apo B incorporated LDL and triglyceride (TG) concentrations: ApoB = -33.12 + 0.675*LDL + 11.95*ln(TG).
- The developed formula demonstrated high predictive accuracy, achieving a concordance correlation coefficient (CCC) of 0.936.
- The model effectively estimated apo B using commonly available lipid parameters.
Conclusions:
- A simple and precise method for estimating apo B concentrations was established using routine lipid analysis.
- The derived equation facilitates the assessment of an important cardiovascular risk marker.
- This approach enhances the clinical utility of standard lipid panels for cardiovascular risk evaluation.
Background:
Increased low-density lipoprotein cholesterol (LDL) concentration is associated with increased risk of coronary heart disease (CHD) but a substantial risk of cardiovascular disease often remains after LDL concentrations have been treated to target. Apolipoprotein B (apo B) is the major apolipoprotein contained within atherogenic lipoproteins such as LDL, and apo B is a more reliable indicator of cardiovascular risk than LDL concentration.
Aim And Methods:
Our aim was to develop a formula for calculating apo B using lipid biochemistry measurements that are commonly available in clinical practice. We examined the clinical and laboratory data from 73,047 Koreans who underwent a medical health check that included apolipoprotein B concentration. The study sample was randomly divided into a training set for prediction model building and a validation set of equal size. Multivariable linear regression analysis was used to develop a prediction model equation for estimating apo B and to validate the developed model.
Results:
The best results for estimating apo B were derived from an equation utilising LDL and triglyceride (TG) concentrations [ApoB = -33.12 + 0.675*LDL + 11.95*ln(tg)]. This equation predicted the apo B result with a concordance correlation coefficient (CCC and 95%CIs) = 0.936 (0.935,0.937)).
Conclusion:
Our equation for predicting apo B concentrations from routine analytical lipid biochemistry provides a simple method for obtaining precise information about an important cardiovascular risk marker.
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