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Adipose-inflammatory factors elevated in obese children, correlate with metabolic health and NAFLD severity

Adipose-inflammatory factors elevated in obese children, correlate with metabolic health and NAFLD s…
Photo by Cht Gsml / Unsplash
Key Takeaway
Note: Inflammatory markers differ across pediatric obesity phenotypes in observational data.

This retrospective cohort study analyzed adipose-inflammatory factor profiles in 500 obese children (162 with metabolically healthy obesity [MHO] and 338 with metabolically unhealthy obesity [MUO]) and 162 metabolically healthy lean (MHL) controls. The study compared levels of specific factors—leptin, resistin, RBP-4, PGRN, TNF-α, IL-6, and CCL2—between these groups and examined their associations with non-alcoholic fatty liver disease (NAFLD) severity in the MHO subgroup.

Metabolic parameters and the levels of all seven adipose-inflammatory factors were significantly higher in children with MHO compared to MHL controls, and were further elevated in children with MUO (all reported P < 0.05). Adiponectin showed an inverse trend across the groups. The study also assessed the diagnostic efficacy of these factors for differentiating obesity phenotypes and their relationships with NAFLD activity score (NAS) and steatosis, activity, and fibrosis (SAF) score, though specific numerical results for these secondary outcomes were not reported.

Safety and tolerability data were not reported. Key limitations of the study include its retrospective design, which precludes causal inference, and the lack of reported absolute numbers, effect sizes, or confidence intervals for the main comparisons. The absence of detailed results for the secondary outcomes related to NAFLD severity and diagnostic efficacy limits the interpretability of those findings.

For clinical practice, these findings are observational and highlight associations between inflammatory profiles and metabolic phenotypes in pediatric obesity. They do not establish causality or provide guidance for specific interventions. Clinicians should recognize that inflammatory markers may vary across obesity subtypes, but their clinical utility for risk stratification or management requires prospective validation.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
ObjectiveTo compare adipose-inflammatory factor profiles between children with metabolically healthy obesity (MHO) and metabolically unhealthy obesity (MUO), and analyze their associations with non-alcoholic fatty liver disease (NAFLD) severity in MHO.MethodsThis retrospective study included 500 obese children (162 MHO, 338 MUO) and 162 metabolically healthy lean (MHL) controls. Anthropometric, metabolic parameters, and serum levels of key adipose-inflammatory factors (including adiponectin, leptin, resistin, RBP-4, PGRN, TNF-α, IL-6, and CCL2) were compared. ROC curve analysis was used to evaluate diagnostic efficacy of adipose-inflammatory factors for differentiating phenotypes. NAFLD prevalence was assessed, and relationships of adipose-inflammatory factors with NAFLD activity score (NAS) and steatosis, activity, and fibrosis (SAF) score in MHO children with NAFLD were analyzed by Spearman's correlation analysis.ResultsMetabolic parameters and adipose-inflammatory factor levels (leptin, resistin, RBP-4, PGRN, TNF-α, IL-6, CCL2) were significantly higher in MHO than MHL, and further elevated in MUO, while adiponectin showed an inverse trend (all P 
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