ArticleBMC cardiovascular disorders2024
Association of combined body mass index and central obesity with cardiovascular disease in middle-aged and older adults: a population-based prospective cohort study.
Article in BMC cardiovascular disorders, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- The impact of training based on the transtheoretical model on increasing physical activity in overweight and obese housewives.BMC women's health · 2025Trial
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- Sex-Specific Misclassification of Obesity When Using Body Mass Index in Young Healthcare Professionals: A Large Cross-Sectional Study Using Multiple Adiposity Indices.Medical sciences (Basel, Switzerland) · 2026Article
- Prevalence and Associated Factors of Normal-Weight Central Obesity Among Community-Dwelling Persons 45 Years and Older in Indonesia in 2023.Journal of cross-cultural gerontology · 2026Article
- Association between lifestyle and combined general and abdominal obesity in Korean adults during the pre-pandemic and pandemic periods: using the Korea National Health and Nutrition Examination Survey (2019-2020).BMC public health · 2026Article
- Prevalence and associated factors of normal-weight central obesity among community-dwelling adults 18 years and older in Mongolia.BMC public health · 2026Article
- The modified cardiometabolic index as a simple screening tool for cardiovascular disease risk: a cohort study.Scientific reports · 2025Article
- Obesity and Its Role in Fetal Programming-A Narrative Review.Nutrients · 2025Review
- Trends and economic inequalities in obesity prevalence in Ghana: a cross-sectional study spanning 2008-2022.Journal of health, population, and nutrition · 2025Article
- Opportunistic measurement of sagittal abdominal diameter with bone densitometry predicts death and cardiovascular events.JBMR plus · 2025Article
- Evaluation of the Effect of Body Mass Index and Waist Circumference on Ocular Health Parameters in Children and Adolescents.Children (Basel, Switzerland) · 2025Article
- Validity between dual-energy x-ray absorptiometry and bioelectrical impedance for segmental fat analysis and a novel low-cost model developed using anthropometry in young adults.Journal of translational medicine · 2025Article
- Article
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Abstract
backgroundCardiovascular diseases (CVDs) pose a significant threat to public health. Evidence indicates that the combination of central obesity and normal body mass index (BMI) is associated with an increased risk of cardiovascular disease and mortality. However, limited evidences exists in middle aged and elderly adults in China.
methodsThis was a prospective cohort study that utilized a nationally representative sample of 6,494 adults aged 45 years and above. These individuals participated in the China Health and Retirement Longitudinal Study spanning from 2011 to 2018. Height, weight and waist circumference (WC) were measured, and BMI was calculated by height and weight. Other variables were obtained through self-reported questionnaires. Association analysis was conducted using Cox proportional hazard regression models.
resultsA total of 10,186 participants were investigated, with 57,185 person-years of follow-up. During this period, 1,571 CVDs occurred, including 1,173 heart diseases and 527 strokes. After adjusting for various factors including age, gender, education, marital status, smoking status, alcohol intake, social activity, hypertension, dyslipidemia, diabetes, cancer, chronic lung diseases, liver disease, kidney disease, digestive disease, ENP(emotional, nervous, or psychiatric problems), memory related disease, arthritis or rheumatism, asthma, self-rated health and depression, the results revealed that compared to those with normal WC normal body mass index (BMI), individuals with central obesity normal BMI had a 27.9% higher risk of CVD incidence (95% confidence interval [CI]:1.074-1.524), and a 33.4% higher risk of heart disease incidence (95% CI:1.095-1.625), while no significant association was found with stroke. Additionally, those with normal WC high BMI showed a 24.6% higher risk of CVD incidence (95% CI:1.046-1.483), and a 29.1% higher risk of heart disease incidence (95% CI:1.045-1.594), again with no significant association with stroke. Finally, individuals with central obesity high BMI exhibited a 49.3% higher risk of CVD incidence (95% CI:1.273-1.751), a 61% higher risk of heart disease incidence (95% CI:1.342-1.931), and a 34.2% higher risk of stroke incidence (95% CI:1.008-1.786). Age- and sex- specific analyses further revealed varying trends in these associations.
conclusionsWe discovered that the combined association of body mass index(BMI) and central obesity with CVD incidence exhibited a significantly enhanced predictive value. Specifically, a high BMI with central obesity was notably linked to an increased risk of CVD incidence. Additionally, central obesity with a normal BMI or a normal WC coupled with a high BMI significantly augmented the risk of heart disease incidence, but not stroke. Notably, male and middle-aged adults demonstrated a greater propensity for heart disease incidence. Our study underscores the importance of maintaining an optimal BMI and preventing abdominal obesity in promoting cardiovascular health.
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