ReviewFrontiers in endocrinology2025
Unlocking the heterogeneity of pediatric obesity: a phenotypic subtype-based paradigm for precision management.
Review in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.
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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.
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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.
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Who cites it
1 citing paper in PubMed, 1 synthesis or guideline pooled it.
- Knowledge mapping and bibliometric analysis of metabolic phenotypes in childhood and adolescent obesity: research hotspots and emerging trends from 2000 to 2026.Frontiers in public health · 2026Pooled it
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Childhood obesity has emerged as a major global public health crisis. Current assessment methods, primarily relying on Body Mass Index (BMI), significantly limit the effectiveness of risk stratification and treatment due to their inability to capture the notable clinical heterogeneity of this condition. To address this, this review aims to propose a conceptual framework for pediatric obesity phenotypic subtypes, transcending BMI and rooted in dominant pathophysiological mechanisms, thereby offering a new theoretical basis for understanding its heterogeneity and advancing personalized medicine. Within this framework, we categorize childhood obesity into four core subtypes: 1) the "Dysmetabolic Subtype," characterized by insulin resistance and ectopic fat deposition; 2) the "Inflammatory Subtype," dominated by chronic, low-grade systemic inflammation; 3) the "Neurobehavioral Subtype," originating from central appetite and reward system dysfunction; and 4) the "Biomechanical/Structural Subtype," primarily driven by excessive mechanical load. This paper elaborates on the biological mechanisms, clinical identification pathways, key differential diagnostic points, and associations with specific long-term disease risks for each subtype. We believe that this phenotypic subtype framework provides a clear model for interpreting the diverse clinical outcomes and disease trajectories of childhood obesity. Adopting this multidimensional, multipath paradigm is a crucial step from the "one-size-fits-all" traditional management model towards a new era of precise risk assessment and personalized, "subtype-specific" treatment, which holds significant importance for improving long-term health outcomes.
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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.