Risk-weighted apoB: a novel summary metric outperforming traditional lipid biomarkers in predicting coronary heart disease
Journal article, 2026

Background and Aims LDL-C and non-HDL-C do not fully capture coronary heart disease (CHD) risk attributed to all apoB-containing lipoproteins. Use of apolipoprotein B (apoB) as a marker of total atherogenic particle number improves risk prediction, but risk may still be underestimated when triglyceride-rich lipoproteins (TRL/remnants) and lipoprotein(a) [Lp(a)] are elevated. The aim was to formulate a new metric-risk-weighted apoB (RW-apoB)-designed to capture risk from LDL, TRL/remnants, and Lp(a) in a single number. Methods Based on previously published estimates of the relative atherogenicity of LDL, TRL/remnant, and Lp(a) particles, RW-apoB was developed (using UK Biobank data) as an atherogenicity-weighted apoB-sum calculated as: RW-apoB = 11.65xTG(mmol/L) + 0.215xlipoprotein(a)(nmol/L) + 0.736xapoB(mg/dL). Results Assigning RW-apoB to individuals substantially reclassified their risk status. Compared with ranking by measured apoB, 52% of individuals were up- or down-ranked by >= 10 percentiles. About one-third of those in the top RW-apoB quintile-with elevated TRL and Lp(a) and a CHD event rate of 5.4%-were misclassified as lower risk by apoB. Conversely, individuals in the top measured apoB quintile but with low TRL and Lp(a) had a lower event rate (3.9%) and were correctly down-ranked. RW-apoB improved risk prediction, significantly increasing Harrell's C-index relative to apoB (P < .0001). In statin-treated subjects, RW-apoB was potentially a better index of residual risk. RW-apoB consistently outperformed apoB as a risk predictor in Cox models across the UK Biobank and three other large population cohorts. Conclusions RW-apoB represents not only particle number but also accounts for the higher atherogenicity of TRL and Lp(a). It offers clinically meaningful improvements in CHD risk stratification.

Cardiovascular disease

Lp(a)

UK Biobank

LDL

Mendelian randomization

LDL cholesterol

apoB

Author

Michaela B. Rehman

Medipole Lyon Villeurbanne

Elias Bjornson

University of Gothenburg

Martin Adiels

University of Gothenburg

Jakub Morze

University of Gothenburg

Chalmers, Life Sciences, Food and Nutrition Science

Goran Bergstrom

University of Gothenburg

Anders Gummesson

University of Gothenburg

David Erlinge

Lund University

Tove Fall

Uppsala University

Ljubica Matic

Karolinska Institutet

Stefan Soderberg

Umeå University

Carl Johan Ostgren

Linköping University

Chris J. Packard

University of Glasgow

Jan Boren

University of Gothenburg

European Heart Journal

0195-668X (ISSN) 1522-9645 (eISSN)

Vol. In press

Subject Categories (SSIF 2025)

Cardiology and Cardiovascular Disease

DOI

10.1093/eurheartj/ehaf1124

PubMed

41568673

More information

Latest update

2/13/2026