Computationally estimated apolipoproteins B and A1 in predicting cardiovascular risk

OBJECTIVE: Apolipoproteins B (apoB) and A1 (apoA1) may be better markers of atherosclerosis than serum lipids. We used computational methods to estimate apoB and apoA1 from serum total cholesterol, HDL-cholesterol and triglycerides and tested their clinical value in comparison to measured apoB and apoA1 values. METHODS: ApoB and apoA1 were measured with standard methods and estimated based on neural network regression models in 2166 young adult …