Multiple regression method for pulmonary apparent diffusion coefficient measurement by hyperpolarized 3He MRI

J Magn Reson Imaging. 2007 May;25(5):982-91. doi: 10.1002/jmri.20901.

Abstract

Purpose: To develop and validate a new multiple regression technique for the separation of flip angle effect in pulmonary apparent diffusion coefficient (ADC) measurement.

Materials and methods: Hyperpolarized (3)He MRI (HP (3)He MRI) ADC measurements were performed on phantom, pig, and human models. The diffusion-sensitization sequence is modified from a standard gradient echo (GRE) sequence with a nonlinear progression in the bipolar gradient amplitude with each image. In the self-diffusion phantom experiment, four images were acquired with base gradient factor b(0) = 0.15 second/cm(2); in the pig and human experiment, six images were acquired with base gradient factor b(0) = 1.4 second/cm(2).

Results: The self-diffusion coefficient measured in the phantom experiment was 1.98 +/- 0.16 cm(2)/second. The measured uncertainty curve was consistent with the theoretically predicted curve. The measured in vivo ADC values (three coronal slices in the supine direction) were 0.20/0.16/0.13 cm(2)/second and 0.20/0.18/0.16 cm(2)/second for pig and human experiments, respectively.

Conclusion: With the introduction of a nonlinear progression in the diffusion-sensitization gradients, the multiple regression technique is capable of separating the flip angle effect in ADC measurement. In addition, this technique can perform a rigorous measurement uncertainty analysis and provide the optimal scan parameters that yield best noise performance.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Administration, Inhalation
  • Adult
  • Algorithms
  • Animals
  • Female
  • Helium / administration & dosage*
  • Humans
  • Image Processing, Computer-Assisted
  • Isotopes
  • Magnetic Resonance Imaging / methods*
  • Phantoms, Imaging
  • Pulmonary Diffusing Capacity*
  • Regression Analysis
  • Swine

Substances

  • Isotopes
  • Helium