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MRI-Derived Pancreatic Fat Fraction Is Independently Associated with Intraductal Papillary Mucinous Neoplasms: A
Sedat Çiçek1, Delyadil Karakaş Kılıç2, Selman Çetin1
1Department of Gastroenterology, Fırat University, Elazig 23119, Türkiye.
Abstract:
Introduction: Intraductal papillary mucinous neoplasms (IPMNs) are precursor lesions of pancreatic cancer. This study investigated the association between MRI-derived pancreatic fat fraction and IPMN. Materials and Methods: This retrospective case-control study included 60 patients with IPMN and 120 controls evaluated between 2018 and 2025. All participants underwent pancreatic MRI with proton density fat fraction (PDFF) imaging. Pancreatic fat fraction was measured in the pancreatic head, body, and tail on PDFF maps, and mean pancreatic fat fraction was calculated. Group comparisons, receiver operating characteristic analysis, and logistic regression analyses were performed to evaluate the association between pancreatic fat fraction and IPMN. Results: A total of 180 participants were included in the study, comprising 60 patients with IPMN and 120 controls without IPMN. Patients with IPMN were significantly older than controls (72.5 vs. 57.0 years, p = 0.001). The IPMN group demonstrated higher glucose and LDH levels and lower HDL cholesterol, hemoglobin, hematocrit, and platelet counts compared with controls (all p < 0.05). Pancreatic fat fraction measurements were significantly increased in patients with IPMN across all pancreatic regions. Head, body, tail, and mean pancreatic fat fractions were markedly higher in the IPMN group than in controls (all p = 0.001). In multivariable logistic regression analyses, age and pancreatic fat fraction remained independently associated with IPMN presence. ROC analysis demonstrated excellent diagnostic performance, with mean pancreatic fat fraction showing the highest discriminative ability (AUC = 0.968), followed by head (AUC = 0.934), body (AUC = 0.922), and tail fat fraction (AUC = 0.876). Conclusions: Pancreatic fat fraction was significantly higher in patients with IPMN and remained independently associated with IPMN presence after multivariable adjustment. Mean pancreatic fat fraction demonstrated excellent diagnostic performance for distinguishing IPMN from non-IPMN individuals. Quantitative MRI-based assessment of pancreatic fat may represent a useful imaging biomarker for IPMN detection.
Insights
Increased pancreatic fat fraction, measured by MRI, is strongly associated with intraductal papillary mucinous neoplasms (IPMN). This quantitative assessment shows promise as a biomarker for detecting IPMN, a precursor to pancreatic cancer.
Area of Science:
- Gastroenterology
- Radiology
- Oncology
Background:
- Intraductal papillary mucinous neoplasms (IPMNs) are recognized as precancerous lesions of the pancreas.
- Early detection of IPMNs is crucial for preventing pancreatic cancer progression.
Purpose of the Study:
- To investigate the association between MRI-derived pancreatic fat fraction and the presence of IPMN.
- To evaluate the diagnostic performance of pancreatic fat fraction in distinguishing IPMN from non-IPMN individuals.
Main Methods:
- A retrospective case-control study involving 60 IPMN patients and 120 controls.
- Pancreatic MRI with proton density fat fraction (PDFF) imaging was utilized.
- Pancreatic fat fraction was quantified in different pancreatic regions and a mean value was calculated.
Main Results:
- Patients with IPMN were older and exhibited distinct biochemical profiles compared to controls.
- Significantly elevated pancreatic fat fraction was observed in all pancreatic regions for the IPMN group.
- Mean pancreatic fat fraction demonstrated excellent diagnostic performance (AUC = 0.968) for IPMN detection.
Conclusions:
- Pancreatic fat fraction is significantly higher in individuals with IPMN.
- MRI-derived pancreatic fat fraction is an independent predictor of IPMN presence.
- Quantitative assessment of pancreatic fat fraction using MRI serves as a valuable imaging biomarker for IPMN detection.

