Related Experiment Video
Updated: Jan 5, 2026

Differential Effects of Lipid-lowering Drugs in Modulating Morphology of Cholesterol Particles
Published on: November 10, 2017
Trajectories of Lipids Profile and Incident Cardiovascular Disease Risk: A Longitudinal Cohort Study
Alimu Dayimu1, Chunxia Wang2, Jiangbing Li3
1Department of Biostatistics School of Public Health Shandong University Jinan China.
Insights
Understanding lipid profile trajectories is key for cardiovascular disease (CVD) risk. This study reveals that specific lipid level changes over time significantly impact CVD incidence, especially between ages 20 and 42.
Area of Science:
- Cardiovascular Health
- Lipid Metabolism
- Longitudinal Data Analysis
Background:
- Established links between LDL cholesterol, HDL cholesterol, triglycerides, and cardiovascular disease (CVD).
- Lack of prior research on joint longitudinal trajectories of these lipids.
- Need to understand how combined lipid profiles evolve and influence CVD risk.
Purpose of the Study:
- To characterize joint longitudinal trajectories of lipid profiles (LDL, HDL, triglycerides).
- To investigate the impact of these distinct lipid trajectories on incident CVD.
- To identify critical age periods for CVD risk related to lipid profiles.
Main Methods:
- Utilized a multivariate latent class growth mixture model on data from 9726 participants (20-58 years) with 3-9 repeated lipid measurements.
- Identified three distinct lipid trajectory classes: inverse U-shape, progressing, and U-shape.
- Calculated area under the curve (AUC) and analyzed model-estimated lipid levels and slopes over time.
Main Results:
- Three lipid trajectories identified: inverse U-shape (18.72%), progressing (66.03%), and U-shape (15.25%).
- Progressing and inverse U-shape trajectories were associated with significantly higher CVD risk (HR 1.33 and 1.49, respectively) compared to the U-shape.
- Lipid profile AUC and slopes showed significant associations with CVD risk; risk increased notably between ages 20-40.
Conclusions:
- Lipid profile trajectories significantly influence cardiovascular disease risk.
- The period between ages 20 and 42 is critical for CVD incidence related to lipid changes.
- Findings support the importance of early lipid monitoring and intervention strategies.
Abstract:
Background The association between low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, and triglycerides with cardiovascular disease (CVD) has been well studied. No previous studies considered trajectory of these lipids jointly. This study aims to characterize longitudinal trajectories of lipid profile jointly and examine its impact on incident CVD. Methods and Results A total of 9726 participants (6102 men), aged from 20 to 58 years who had lipids repeatedly measured 3 to 9 times, were included in the study. Three distinct trajectories were identified using the multivariate latent class growth mixture model: inverse U-shape (18.72%; n=1821), progressing (66.03%; n=6422), and U-shape (15.25%; n=1483). Compared with the U-shape class, the adjusted hazard ratio and 95% CI were 1.33 (1.05-1.68) and 1.49 (1.14-1.95) for the progressing and inverse U-shape class, respectively. The area under the curve was calculated using the integral of the model parameters. In the adjusted model, total and incremental area under the curve of lipid profile were significantly associated with CVD risk. Furthermore, the model-estimated levels and linear slopes of lipids were calculated at each age point according to the latent class growth mixture model model parameters and their first derivatives, respectively. After adjusting for covariates, standardized odds ratio of slope increases gradually from 1.11 (1.02, 1.21) to 1.21 (1.12, 1.31) at 20 to 40 years and then decreased to 1.02 (0.94, 1.11) until 60 years. Conclusions These results indicate that the lipids profile trajectory has a significant impact on CVD risk. Age between 20 and 42 years is a crucial period for incident CVD, which has implications for early lipids intervention.
Related Concept Videos
Blood Studies for Cardiovascular System III: Serum Lipid Profile
Serum lipids are fats and fatty substances in the blood and are crucial for various bodily functions, including energy storage, cellular structure, and hormone production. Serum lipids consist of cholesterol, triglycerides, and phospholipids.
Cholesterol is a soft, fat-like substance found in all body cells. It is crucial for producing hormones, vitamin D, and substances that aid...
Longitudinal Studies
Lipid-derived Compounds in the Human Body
Fat-soluble Vitamins
Fat-soluble vitamins, including vitamins A, D, E, and K, are required in minimal quantities, but their deficiencies can lead to severely abnormal physiological conditions. For example, vitamin A deficiency can cause night blindness, dry skin,...
Longitudinal Research
Overview of Lipid Metabolism
Lipolysis: The Breakdown of Lipids:
Lipolysis is the process of breaking down lipids, particularly triglycerides, into glycerol and fatty acids. This process typically occurs in the adipose tissue and is triggered by various hormones, including glucagon and...
Lipid Absorption
These breakdown products bind with bile salts and lecithin to form micelles, which quickly pass between microvilli to come in close contact with the apical...

