Quantitative susceptibility mapping (QSM) minimizes interference from cellular pathology in R2* estimation of liver

Jianqi Li1, Huimin Lin2, Tian Liu3

  • 1Shanghai Key Laboratory of Magnetic Resonance and Department of Physics, East China Normal University, Shanghai, China.

Abstract

Insights

R2* methods for liver iron concentration (LIC) are affected by fibrosis and fat. Quantitative susceptibility mapping (QSM) reduces these interferences, offering more accurate LIC estimation in liver disease.

Area of Science:

  • Medical Imaging
  • Radiology
  • Biophysics

Background:

  • Liver iron concentration (LIC) measurement using R2 and R2* methods faces challenges.
  • Hepatic cellular pathology, including fibrosis and fat, interferes with R2 and R2* signal, impacting LIC estimation accuracy.

Purpose of the Study:

  • To investigate the interfering effects of fibrosis, fat, and other liver lesions on R2*-based LIC estimation.
  • To evaluate the utility of quantitative susceptibility mapping (QSM) in mitigating these distortions.

Main Methods:

  • Prospective study involving water phantoms and human subjects (healthy controls, patients with iron overload, and focal liver lesions).
  • MRI imaging using 3D multiecho gradient-echo sequences on 1.5T and 3T systems.
  • QSM and R2* images were postprocessed from gradient-echo data, with fat contributions corrected in signal models for LIC estimation.

Main Results:

  • In phantoms, R2* showed nonlinear dependency on collagen, fat, and gadolinium, while susceptibility was linearly dependent.
  • In patients, R2* was highly sensitive to liver pathologies (fat, fibrosis, tumors), whereas QSM demonstrated relative insensitivity.
  • No linear correlation was found between liver susceptibility and R2* in patients with moderate iron overload over a common R2* range.

Conclusions:

  • R2* estimation of LIC is significantly affected by nonlinear interference from hepatic fat, fibrosis, and lesions.
  • QSM processing of gradient echo MRI data effectively minimizes the impact of cellular pathology on LIC assessment.

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