Estimation of pancreatic R2* for iron overload assessment in the presence of fat: a comparison of different approaches

MAGMA. 2018 Dec;31(6):757-769. doi: 10.1007/s10334-018-0695-7. Epub 2018 Jul 24.

Abstract

Objectives: To propose a method for estimating pancreatic relaxation rate, R2*, from conventional multi-echo MRI, based on the nonlinear fitting of the acquired magnitude signal decay to MR signal models that take into account both the signal oscillations induced by fat and the different R2* values of pancreatic parenchyma and fat.

Materials and methods: Single-peak fat (SPF) and multi-peak fat (MPF) models were introduced. Single-R2* and dual-R2* assumptions were considered as well. Analyses were conducted on simulated data and 20 thalassemia major patients.

Results: Simulations revealed the ability of the MPF model to correctly estimate the R2* value in a large range of fat fractions and R2* values. From the comparison between the results obtained with a single R2* value for water and fat and the dual-R2* approach, the latter is more accurate in both water R2* and fat fraction estimation. In patient's data analysis, a strong concordance was found between SPF and MPF estimated data with measurements done with manual signal correction and from fat-saturated images. The MPF method showed better reproducibility.

Conclusion: The MPF dual-R2* approach improves reproducibility and reduces image analysis time in the assessment of pancreatic R2* value in patients with iron overload.

Keywords: Fat infiltration; Iron overload; Multi-echo MRI; Pancreas; R2*; Thalassemia.

Publication types

  • Comparative Study

MeSH terms

  • Adipose Tissue / diagnostic imaging*
  • Adult
  • Algorithms
  • Artifacts
  • Computer Simulation
  • Female
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Iron Overload / diagnostic imaging*
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Models, Theoretical
  • Oscillometry
  • Pancreas / diagnostic imaging*
  • Pancreas / metabolism
  • Reproducibility of Results
  • beta-Thalassemia / diagnostic imaging*