ArticleJournal of the American Heart Association2021
Risk Classification for Metabolic Syndrome and the Incidence of Cardiovascular Disease in Japan With Low Prevalence of Obesity: A Pooled Analysis of 10 Prospective Cohort Studies.
Article in Journal of the American Heart Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
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Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 39 citations in OpenAlex.
- The Japanese Society of Hypertension Guidelines for the management of elevated blood pressure and hypertension 2025 (JSH2025).Hypertension research : official journal of the Japanese Society of Hypertension · 2026Guideline
- The role of periodontitis in the development of atherosclerotic cardiovascular disease in participants with the components of metabolic syndrome: a systematic review and meta-analysis.Clinical oral investigations · 2024Pooled it
- Effect of a Community-Based Program to Accelerate Referral to Physicians for Individuals at High-Risk of Lifestyle-Related Diseases: A Cluster Randomized Trial.Journal of atherosclerosis and thrombosis · 2023Trial
- Metabolic syndrome: comparison of diagnostic capability among waist circumference and supine and upright multidetector computed tomography.Japanese journal of radiology · 2026Article
- A Literature Review on the Waist Circumference Criteria for Metabolic Syndrome in Japan: Evidence and Implications for Cardiovascular Risk Stratification.Journal of atherosclerosis and thrombosis · 2026Review
- Nonlinear modeling of health checkup factors and future claims-based healthcare costs in Japan: a retrospective cohort study.Health economics review · 2026Article
- The Specific Health Checkups and Specific Health Guidance Program: A Strategy for the Prevention of Cardiovascular Disease in Japan.Journal of atherosclerosis and thrombosis · 2026Review
- Association between Metabolic Syndrome and Cardiovascular Events in a Japanese Population with and without Obesity: The Shizuoka Kokuho Database Study.Journal of atherosclerosis and thrombosis · 2025Article
- Correlation Analysis of Traditional Chinese Medicine Constitution and Metabolic Indexes in General Physical Examination People.Endocrine, metabolic & immune disorders drug targets · 2025Article
- Machine Learning Approaches for Stroke Risk Prediction: Findings from the Suita Study.Journal of cardiovascular development and disease · 2024Article
- Japan Atherosclerosis Society (JAS) Guidelines for Prevention of Atherosclerotic Cardiovascular Diseases 2022.Journal of atherosclerosis and thrombosis · 2024Article
- Are Young People with Turner Syndrome Who Have Undergone Treatment with Growth and Sex Hormones at Higher Risk of Metabolic Syndrome and Its Complications?Biomedicines · 2024Article
- Usefulness of New Criteria for Metabolic Syndrome Optimized for Prediction of Cardiovascular Diseases in Japanese.Journal of atherosclerosis and thrombosis · 2024Article
- New Criteria for Metabolic Syndrome: Evaluation of its Effectiveness and Economy for Screening will be Needed.Journal of atherosclerosis and thrombosis · 2024Article
- Prevention of cardiovascular disease, a major non-communicable disease, in a super-aging society: Health success and unsolved issues in Japan.Global health & medicine · 2024Review
- Prevalence of Metabolic Syndrome in Patients with Type 2 Diabetes in Japan: A Retrospective Cross-Sectional Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024Article
- Influence of previous health guidance history: impact and limitations of a single health guidance session.Environmental and occupational health practice · 2024Article
- New Insights Into the Relation Between Metabolic Dysfunction Associated Fatty Liver Disease and Cardiovascular Disease.JACC. Asia · 2023Article
- Metabolic disorders and risk of cardiovascular diseases: a two-sample mendelian randomization study.BMC cardiovascular disorders · 2023Article
- Differences in the components of metabolic syndrome by age and sex: a cross-sectional and longitudinal analysis of a cohort of middle-aged and older Japanese adults.BMC geriatrics · 2023Article
Corrections and comments
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Authors and funding
26 authors at 18 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background It is uncertain whether risk classification under the nationwide program on screening and lifestyle modification for metabolic syndrome captures well high-risk individuals who could benefit from lifestyle interventions. We examined the validity of risk classification by linking the incidence of cardiovascular disease (CVD). Methods and Results Individual-level data of 29 288 Japanese individuals aged 40 to 74 years without a history of CVD from 10 prospective cohort studies were used. Metabolic syndrome was defined as the presence of high abdominal obesity and/or overweight plus risk factors such as high blood pressure, high triglyceride or low high-density lipoprotein cholesterol levels, and high blood glucose levels. The risk categories for lifestyle intervention were information supply only, motivation-support intervention, and intensive support intervention. Sex- and age-specific hazard ratios and population attributable fractions of CVD, which were also further adjusted to consider non-high density lipoprotein cholesterol levels, were estimated with reference to nonobese/overweight individuals, using Cox proportional hazard regression. Since the reference category included those with risk factors, we set a supernormal group (nonobese/overweight with no risk factor) as another reference. We documented 1023 incident CVD cases (565 men and 458 women). The adjusted CVD risk was 60% to 70% higher in men and women aged 40 to 64 years receiving an intensive support intervention, and 30% higher in women aged 65 to 74 years receiving a motivation-support intervention, compared with nonobese/overweight individuals. The population attributable fractions in men and women aged 40 to 64 years receiving an intensive support intervention were 17.7% and 6.6%, respectively, while that in women aged 65 to 74 years receiving a motivation-support intervention was 9.4%. Compared with the supernormal group, nonobese/overweight individuals with risk factors had similar hazard ratios and population attributable fractions as individuals with metabolic syndrome. Conclusions Similar CVD excess and attributable risks among individuals with metabolic syndrome components in the absence and presence of obesity/overweight imply the need for lifestyle modification in both high-risk groups.
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