ReviewCirculation2018
Cardiovascular and Metabolic Heterogeneity of Obesity: Clinical Challenges and Implications for Management.
Review in Circulation, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 499 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Role of NLRP3 Inflammasome Activation of Adipose Tissue in the Progression of Weight Loss After Sleeve Gastrectomy in Morbidly Obese Patients.
Evaluation of Performance and Safety of DTXO App, an Innovative Digital Therapy, in Improving Weight Loss and Weight-Loss Maintenance of Patients With Obesity by Increasing Their Adherence to Dietary, Exercise Regimens and Psycho-Behavioral Program
Who cites it
499 citing papers in PubMed, 1 synthesis or guideline pooled it, 813 citations in OpenAlex.
- Investigating the Salivary Biomarker Profile in Obesity: A Systematic Review.Current obesity reports · 2025Pooled it
- Semaglutide Injection Once-Weekly for Weight Management in Adults: Results From A Randomized Phase III, Active-Controlled Study.Diabetes, obesity & metabolism · 2026 · on this mapTrial
- Association between total, regional and organ fat and type 2 diabetes risk factors among Latino youth: A longitudinal study.Pediatric obesity · 2025Trial
- Trial
- Novel Adiposity Indices Are Associated With Poor Prognosis in Heart Failure With Preserved Ejection Fraction Without the Obesity Paradox.Journal of the American Heart Association · 2024Trial
- Clinical value of the new obesity definition for cardiovascular events in a Middle Eastern population: the TLGS.American journal of preventive cardiology · 2026Article
- Human Genetics of Adipose Dysfunction: Genomic Mechanisms and Therapeutic Opportunities in Cardiometabolic Disease.Arteriosclerosis, thrombosis, and vascular biology · 2026Review
- MetsObesity: a novel classification system for predicting 15-year cardiovascular risk in the UK Biobank population.Journal of advanced research · 2026Article
- Visceral Adiposity Index in Coronary Artery Ectasia.The Eurasian journal of medicine · 2026Article
- Comparative effects of ketogenic diets and mediterranean diets on obesity and metabolic outcomes: a systematic review and meta-analysis.Reviews in endocrine & metabolic disorders · 2026Review
- Population-Level Heterogeneity in People with Obesity: A Cross-Sectional Cluster Analysis of a Population-Based Registry.Journal of clinical medicine · 2026Article
- Cardiovascular disease and metabolic dysfunction-associated steatotic liver disease incidence in metabolically healthy and unhealthy normal weight obesity.International journal of obesity (2005) · 2026Article
- Redefining Obesity Risk for Heart Failure: Incorporating Morbidity Into the 2024 EASO Framework Definition of Obesity.Diabetes/metabolism research and reviews · 2026Article
- Phenotypic Heterogeneity of Obesity and Short-Term Cardiometabolic Risk Factors Transitions: A Population-Based Cohort Study.Diabetes, obesity & metabolism · 2026Article
- Beyond Lipid Lowering: A Narrative Review and Expert Perspective on Precision Cardiovascular Prevention in People with HIV After REPRIEVE.Biomolecules · 2026Review
- Ventricular Remodeling and Subclinical Dysfunction in Pediatric Obesity: Echocardiographic Links to Weight and Abdominal Fat.Pediatric cardiology · 2026Article
- Special Issue "Metabolic Syndrome: New Insights in Pathogenesis, Diagnosis, Prevention, and Management".International journal of molecular sciences · 2026Article
- Analysis of myocardial work in different obesity phenotypes and its association with epicardial adipose tissue.BMC cardiovascular disorders · 2026Observational
- Rethinking cardiometabolic therapy thresholds in individuals with obesity.International journal of obesity (2005) · 2026Review
- Coexisting Asthma and Diabetes Are Associated With Adverse Metabolic and Inflammatory Profiles.Diabetes, obesity & metabolism · 2026Article
439 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
Abstract
The prevalence of obesity has increased globally over the last 2 decades. Although the body mass index has been a convenient and simple index of obesity at the population level, studies have shown that obesity defined by body mass index alone is a remarkably heterogeneous condition with varying cardiovascular and metabolic manifestations across individuals. Adipose tissue is an exquisitely active metabolic organ engaged in cross-talk between various systems; perturbation of adipose tissue results in a pathological response to positive caloric balance in susceptible individuals that directly and indirectly contributes to cardiovascular and metabolic disease. Inadequate subcutaneous adipose tissue expansion in the face of dietary triglycerides leads to visceral and ectopic fat deposition, inflammatory/adipokine dysregulation, and insulin resistance. Conversely, preferential fat storage in the lower body depot may act as a metabolic buffer and protect other tissues from lipotoxicity caused by lipid overflow and ectopic fat. Translational, epidemiological, and clinical studies over the past 30 years have clearly demonstrated a strong link between visceral and ectopic fat and the development of a clinical syndrome characterized by atherogenic dyslipidemia, hyperinsulinemia/glucose intolerance, hypertension, atherosclerosis, and adverse cardiac remodeling/heart failure. This relationship is even more nuanced when clinical entities such as metabolically healthy obesity phenotype and the obesity paradox are considered. Although it is clear that the accumulation of visceral/ectopic fat is a major contributor to cardiovascular and metabolic risk above and beyond the body mass index, implementation of fat distribution assessment into clinical practice remains a challenge. Anthropometric indexes of obesity are easily implemented, but newer imaging-based methods offer improved sensitivity and specificity for measuring specific depots. Lifestyle, pharmacological, and surgical interventions allow a multidisciplinary approach to overweight/obesity that may improve outcomes and align with a public health message to combat the growing epidemic of obesity worldwide and to build healthier lives free of cardiovascular diseases.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.