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Body mass index modifies cardiovascular risk trajectory: a Chinese longitudinal cohort study
Jingyu Wang1,2, Yanyan Zhang3, Mengyao Liu1
1Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 Beilishi Road, Xicheng District, Beijing, 100037, China.
BMC Public Health
|May 7, 2026
Summary
Maintaining a normal body mass index (BMI) significantly lowers cardiovascular disease (CVD) risk and delays high-risk age onset. This is especially beneficial for women, highlighting BMI
Area of Science:
- Epidemiology
- Cardiovascular Disease Research
- Public Health
Background:
- Cardiovascular disease (CVD) risk progression throughout life and the impact of body mass index (BMI) remain unclear.
- Understanding these trajectories is crucial for effective public health interventions.
Purpose of the Study:
- To investigate the life course changes in cardiovascular disease (CVD) risk among Chinese adults.
- To determine the influence of normal body mass index (BMI) on CVD risk trajectory and identify potential benefits.
Main Methods:
- Analysis of a large Chinese longitudinal cohort (106,962 participants, ages 35-74) with repeated measurements from 1992-2021.
- Application of the China-PAR equation for 10-year CVD risk assessment.
- Utilized general additive mixed and Joinpoint models to analyze risk trajectories and BMI effects.
Main Results:
- 10-year CVD risk dramatically increased from 1.11% to 14.87% between ages 35-74, reaching moderate and high-risk levels at 53 and 65 years.
- Normal BMI (<25 kg/m²) slowed CVD risk increase (0.33% vs. 0.42% slope) and postponed moderate/high-risk age by 4-5 years compared to overweight/obesity (BMI ≥25 kg/m²).
- The risk difference between normal and overweight/obese groups grew significantly with age, with women showing sustained benefits and men peaking at 53 years.
Conclusions:
- Cardiovascular risk significantly increases across the adult life course in China.
- Maintaining a normal BMI offers substantial cardiovascular benefits, delaying the onset of moderate and high-risk thresholds.
- Normal BMI is a critical modifiable factor for cardiovascular risk reduction, particularly impactful for women.
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