Relationship Between Liver Steatosis, Pancreas Steatosis, Metabolic Comorbidities, and Subclinical Vascular Markers in Children with Obesity: An Imaging-Based Study
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Updated: Jan 15, 2026

Optimized Analysis of In Vivo and In Vitro Hepatic Steatosis
Published on: March 11, 2017
Kenza El Ghomari1, Anna Voia1, Jean-Baptiste Moretti1
1Department of Radiology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C3J7, Canada.
Abstract:
Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is prevalent in adolescents with obesity and is linked to insulin resistance and cardiovascular disease (CVD). Pancreas steatosis might be associated with MASLD and early CVD. Imaging-based analyses of these associations have not been studied extensively in children. Objectives: To assess the reproducibility of liver and pancreatic steatosis and volume measurement on MRI in adolescents with obesity and MASLD and their association with homeostatic model assessment of insulin resistance (HOMA-IR) and subclinical vascular changes on ultrasound. Methods: This is an observational study on adolescents with MASLD and obesity. Hepatic and pancreatic steatosis, volume, and abdominal fat were assessed using magnetic resonance spectroscopy and proton density fat fraction. Reproducibility of these measurements was performed. Vascular markers included non-invasive vascular elastography (NIVE), carotid artery intima-media thickness (IMT), and pericardial fat thickness. Fasting blood tests measured the HOMA-IR. Bivariate correlation and simple linear regression were performed using SPSS. Results: We obtained 23 participants aged 12 to 17 years (78.3% male). Measurements were reproducible [ICC 0.807-0.998]. Liver steatosis was positively correlated with HOMA-IR (p = 0.015). Pancreas steatosis was positively correlated with HOMA-IR (p = 0.02), IMT/diameter (p = 0.002), and pericardial fat (p = 0.03). Liver steatosis was not significantly correlated with pancreas steatosis nor vascular markers. There were negative associations between NIVE metrics and visceral abdominal fat (p = 0.009) and intraperitoneal fat (p = 0.047). Conclusions: Liver and pancreas steatosis measurements on MRI are reproducible. In this exploratory study, adolescents with obesity and MASLD, pancreas steatosis, and pancreas volume show association with subclinical CVD markers. Visceral and intraperitoneal abdominal fat show association with increased vascular stiffness, suggesting a potential role of imaging-based cardiovascular risk assessment in this population if validated. These preliminary findings require validation in larger, diverse prospective cohorts.
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