Quantitative Magnetic Resonance Imaging of the Pancreas of Individuals With Diabetes

Front Endocrinol (Lausanne). 2020 Dec 4:11:592349. doi: 10.3389/fendo.2020.592349. eCollection 2020.

Abstract

Magnetic resonance imaging (MRI) has the potential to improve our understanding of diabetes and improve both diagnosis and monitoring of the disease. Although the spatial resolution of MRI is insufficient to directly image the endocrine pancreas in people, the increasing awareness that the exocrine pancreas is also involved in diabetes pathogenesis has spurred new MRI applications. These techniques build upon studies of exocrine pancreatic diseases, for which MRI has already developed into a routine clinical tool for diagnosis and monitoring of pancreatic cancer and pancreatitis. By adjusting the imaging contrast and carefully controlling image acquisition and processing, MRI can quantify a variety of tissue pathologies. This review introduces a number of quantitative MRI techniques that have been applied to study the diabetic pancreas, summarizes progress in validating and standardizing each technique, and discusses the need for image analyses that account for spatial heterogeneity in the pancreas.

Keywords: MRI; diffusion; perfusion; radiomic; relaxometry; type 1 diabetes; type 2 diabetes; volume.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Diabetes Mellitus / physiopathology*
  • Humans
  • Magnetic Resonance Imaging / methods*
  • Pancreatic Neoplasms / pathology*
  • Pancreatitis / pathology*