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Quantitative MRI Markers Detect Postpancreatitis Changes and Diabetes: A Prospective Cohort Study
Lucia Gonzalez-Llanos1,2, Jonathan Dudley2,3,4, Amol Pednekar2,3,4
1Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.
Quantitative MRI reveals key imaging markers for pediatric acute recurrent pancreatitis (ARP) and diabetes (DM/Pre-DM). Increased pancreatic fat and T1 relaxation indicate ARP, while liver fat predicts endocrine dysfunction in young patients.
Area of Science:
- Medical Imaging
- Radiology
- Pediatric Gastroenterology
Background:
- Pediatric acute pancreatitis (AP) is rising, but early imaging markers for progression to acute recurrent pancreatitis (ARP) and endocrine dysfunction (DM/Pre-DM) remain unknown.
- Quantitative MRI metrics like T1 relaxation, T1 signal intensity ratio, proton density fat fraction (PDFF), and pancreatic volume may offer insights but require prospective evaluation post-AP.
Purpose of the Study:
- To prospectively evaluate quantitative MRI markers for identifying pediatric patients with single AP, ARP, or DM/Pre-DM.
- To determine if MRI-derived metrics can differentiate disease severity and predict endocrine dysfunction in young AP patients.
Main Methods:
- A prospective, single-center study involving 60 participants (aged 5-30 years) imaged ≥4 weeks after their most recent AP episode.
- 3T MRI utilized MOLLI-based T1 mapping, mDixon Quant PDFF, and volumetric assessments, alongside clinical, laboratory, and genetic data collection.
- Statistical analyses included group comparisons, correlation, ANOVA, and ROC analyses with cross-validation to assess marker performance.
Main Results:
- ARP patients exhibited higher T1 relaxation and pancreatic PDFF compared to single AP patients.
- DM/Pre-DM participants showed significantly higher liver PDFF than AP and ARP groups.
- Liver PDFF was the strongest predictor of DM/Pre-DM (AUC 0.77), with a combined model improving discrimination (AUC 0.82).
Conclusions:
- Quantitative MRI reveals distinct imaging features differentiating pediatric ARP and DM/Pre-DM.
- Increased T1 relaxation and pancreatic fat are characteristic of ARP, while hepatic fat strongly correlates with endocrine dysfunction.
- Multi-marker MRI models show promise for improved classification, warranting validation in larger cohorts.
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