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Dose-Response Associations of Lipid Traits With Coronary Artery Disease and Mortality
Guoyi Yang1,2, Amy M Mason3,4, Angela M Wood3
1School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.
Insights
Apolipoprotein B (apoB) and LDL-C are linked to higher risks of coronary artery disease (CAD) and mortality. Triglycerides (TG) may also increase CAD risk, but their association with mortality is less clear.
Area of Science:
- Cardiovascular Genetics
- Lipid Metabolism
- Epidemiology
Background:
- Apolipoprotein B (apoB), low-density lipoprotein cholesterol (LDL-C), and triglycerides (TG) are established risk factors for coronary artery disease (CAD).
- However, definitive trial evidence linking intensive lipid lowering strategies with mortality benefits remains less conclusive.
Purpose of the Study:
- To investigate the associations between genetically predicted apoB, LDL-C, and TG with CAD and mortality.
- To examine these associations across different sexes and age groups.
- To characterize the shape of these associations, including potential nonlinear relationships.
Main Methods:
- Utilized linear and nonlinear Mendelian randomization (MR) analysis.
- Employed a large, population-based cohort from the UK Biobank (347,797 participants).
- Assessed associations with CAD, all-cause mortality, and cause-specific mortality using logistic and Cox regression models.
Main Results:
- Genetically predicted apoB and LDL-C showed positive associations with CAD, all-cause mortality, and cardiovascular mortality in a dose-dependent manner.
- Genetically predicted TG was associated with CAD, but its association with mortality outcomes diminished after adjusting for apoB, suggesting potential pleiotropy.
- Nonlinear MR indicated that all lipid associations were monotonically increasing across their distributions, without diminishing at lower levels, irrespective of sex or age.
Conclusions:
- ApoB (or equivalently, LDL-C) lowering is crucial for reducing cardiovascular morbidity and mortality across its entire distribution.
- Triglycerides may contribute to CAD risk independently of apoB, though pleiotropy requires consideration.
- These findings reinforce the importance of managing apoB/LDL-C levels for cardiovascular health.
Importance:
Apolipoprotein B (apoB), low-density lipoprotein cholesterol (LDL-C), and triglycerides (TG) are associated with coronary artery disease (CAD). However, trial evidence for the association of intensive LDL-C lowering and TG lowering with mortality is less definitive.
Objectives:
To investigate the associations of apoB, LDL-C, and TG with CAD and mortality, both overall and by sex and age, and to characterize the shapes of these associations.
Design, Setting, And Participants:
This genetic association study used linear and nonlinear mendelian randomization (MR) to analyze a population-based cohort of individuals of European ancestry from the UK Biobank, which recruited participants from 2006 to 2010 with follow-up information updated until September 2021. Data analysis occurred from December 2022 to November 2023.
Exposures:
Genetically predicted apoB, LDL-C, and TG.
Main Outcomes And Measures:
The primary outcomes were CAD, all-cause mortality, and cause-specific mortality. Genetic associations with CAD were calculated using logistic regression, associations with all-cause mortality using Cox proportional hazards regression, and associations with cause-specific mortality using cause-specific Cox proportional hazards regression with censoring for other causes of mortality.
Results:
This study included 347 797 participants (mean [SD] age, 57.2 [8.0] years; 188 330 female [54.1%]). There were 23 818 people who developed CAD and 23 848 people who died. Genetically predicted apoB was positively associated with risk of CAD (odds ratio [OR], 1.65 per SD increase; 95% CI 1.57-1.73), all-cause mortality (hazard ratio [HR], 1.11; 95% CI, 1.06-1.16), and cardiovascular mortality (HR, 1.36; 95% CI, 1.24-1.50), with some evidence for larger associations in male participants than female participants. Findings were similar for LDL-C. Genetically predicted TG was positively associated with CAD (OR, 1.60; 95% CI 1.52-1.69), all-cause mortality (HR, 1.08; 95% CI, 1.03-1.13), and cardiovascular mortality (HR, 1.21; 95% CI, 1.09-1.34); however, sensitivity analyses suggested evidence of pleiotropy. The association of genetically predicted TG with CAD persisted but it was no longer associated with mortality outcomes after controlling for apoB. Nonlinear MR suggested that all these associations were monotonically increasing across the whole observed distribution of each lipid trait, with no diminution at low lipid levels. Such patterns were observed irrespective of sex or age.
Conclusions And Relevance:
In this genetic association study, apoB (or, equivalently, LDL-C) was associated with increased CAD risk, all-cause mortality, and cardiovascular mortality, all in a dose-dependent way. TG may increase CAD risk independent of apoB, although the possible presence of pleiotropy is a limitation. These insights highlight the importance of apoB (or, equivalently, LDL-C) lowering for reducing cardiovascular morbidity and mortality across its whole distribution.
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