Non-Gaussian analysis of diffusion weighted imaging in head and neck at 3T: a pilot study in patients with nasopharyngeal carcinoma

PLoS One. 2014 Jan 23;9(1):e87024. doi: 10.1371/journal.pone.0087024. eCollection 2014.

Abstract

Purpose: To technically investigate the non-Gaussian diffusion of head and neck diffusion weighted imaging (DWI) at 3 Tesla and compare advanced non-Gaussian diffusion models, including diffusion kurtosis imaging (DKI), stretched-exponential model (SEM), intravoxel incoherent motion (IVIM) and statistical model in the patients with nasopharyngeal carcinoma (NPC).

Materials and methods: After ethics approval was granted, 16 patients with NPC were examined using DWI performed at 3T employing an extended b-value range from 0 to 1500 s/mm(2). DWI signals were fitted to the mono-exponential and non-Gaussian diffusion models on primary tumor, metastatic node, spinal cord and muscle. Non-Gaussian parameter maps were generated and compared to apparent diffusion coefficient (ADC) maps in NPC.

Results: Diffusion in NPC exhibited non-Gaussian behavior at the extended b-value range. Non-Gaussian models achieved significantly better fitting of DWI signal than the mono-exponential model. Non-Gaussian diffusion coefficients were substantially different from mono-exponential ADC both in magnitude and histogram distribution.

Conclusion: Non-Gaussian diffusivity in head and neck tissues and NPC lesions could be assessed by using non-Gaussian diffusion models. Non-Gaussian DWI analysis may reveal additional tissue properties beyond ADC and holds potentials to be used as a complementary tool for NPC characterization.

Publication types

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

MeSH terms

  • Algorithms
  • Carcinoma
  • Diffusion Magnetic Resonance Imaging / methods*
  • Female
  • Humans
  • Imaging, Three-Dimensional / methods*
  • Male
  • Middle Aged
  • Models, Statistical
  • Muscles / pathology
  • Nasopharyngeal Carcinoma
  • Nasopharyngeal Neoplasms / diagnosis*
  • Nasopharynx / pathology*
  • Neoplasm Metastasis
  • Normal Distribution
  • Pilot Projects
  • Spinal Cord / pathology

Grants and funding

This work was supported by contract grant sponsor: Hong Kong GRF grant CUHK418811, SEG_CUHK02 and China NSFC grant 81201076. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.