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Meta-analysis finds higher intrapancreatic fat in type 2 diabetes

Meta-analysis finds higher intrapancreatic fat in type 2 diabetes
Photo by Ayanda Kunene / Unsplash
Key Takeaway
Consider that intrapancreatic fat is higher in T2DM, but causality remains unproven.

This systematic review and meta-analysis examined intrapancreatic fat deposition (IPFD) measured by magnetic resonance imaging (MRI) in individuals with type 2 diabetes (T2DM) versus non-diabetic controls. The analysis included 3980 participants and found that IPFD was significantly higher in those with T2DM, with a pooled standardized mean difference (SMD) of 1.13 (95% CI 0.74 to 1.51).

The findings suggest a potential role for pancreatic fat in the pathophysiology of type 2 diabetes, though the authors note that causality cannot be inferred from these cross-sectional comparisons. The meta-analysis highlights a consistent association across studies, but residual confounding and heterogeneity may influence the results.

Limitations include the inability to determine whether increased IPFD precedes or follows the development of diabetes. Additionally, the analysis did not report on adverse events or tolerability, as these were not relevant to the imaging-based exposure.

From a practice perspective, these results may have implications for risk stratification and therapeutic targeting, but further prospective studies are needed to establish clinical utility. Clinicians should interpret the association cautiously and await interventional evidence before considering IPFD as a treatment target.

Study Details

Study typeMeta analysis
Sample sizen = 3,980
EvidenceLevel 1
PublishedMay 2026
View Original Abstract ↓
BACKGROUND: Growing evidence supports a role for high intrapancreatic fat deposition (IPFD) in the pathogenesis of type 2 diabetes mellitus (T2DM); however, the magnitude of this association and the extent to which it is influenced by body mass index (BMI), liver fat content (LFC), and age remain uncertain. OBJECTIVE: To quantitatively evaluate IPFD measured by magnetic resonance imaging (MRI) in individuals with T2DM and to investigate study-level factors contributing to between-study variability. METHODS: We systematically searched PubMed and Embase for observational studies comparing MRI-measured IPFD in individuals with T2DM versus non-diabetic controls, excluding studies in which IPFD quantification was performed using AI-based models. Pooled standardized mean differences (SMDs) were estimated using a restricted maximum likelihood approach with Hartung-Knapp adjustment. Heterogeneity was explored through subgroup, meta-regression, and sensitivity analyses. RESULTS: Thirty studies (n=3,980) were included. Individuals with T2DM had significantly higher IPFD than non-diabetic controls (SMD 1.13, 95% CI 0.74 to 1.51), with no significant differences when stratified by pancreatic region, MRI technique, geographic region, sample size, and risk of bias. In multivariable models, BMI remained the only consistent moderating covariate, and the excess IPFD in T2DM persisted after adjusting for BMI, LFC, and age (intercept=0.797, p=0.010, false discovery rate-adjusted p=0.018). Advanced heterogeneity exploration identified no structural outliers, and the pooled effect size remained consistent across multiple sensitivity analyses. CONCLUSION: T2DM is associated with substantially higher MRI-quantified IPFD, independent of study-level differences in BMI, LFC, and age. Although causality cannot be inferred, these findings support the hypothesis that IPFD may be involved in the underlying mechanism of T2DM. They also suggest that high IPFD could represent a metabolic hallmark, with potential implications for risk stratification and therapeutic targeting.
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