Analytical expressions for the NMR apparent diffusion coefficients in an anisotropic system and a simplified method for determining fiber orientation

NMR measurements of anisotropic diffusion were studied using a three‐dimensional random‐walk model. It was found that the apparent diffusion coefficient can be expressed in a canonical form as the product of a diagonal matrix, an orthonormal rotation matrix, and a vector representing the encoding magnetic field gradient. The diffusion coefficient can be interpreted as the sum of the corresponding coefficients measured along the principal diffusion axes, weighted by the squares of the directional cosines of the encoding direction with respect to the principal axes. The analysis revealed that determining the orientation of anisotropy, in a cylindrically symmetric system, requires a minimum of four diffusion measurements. A special pulse sequence which minimized gradient cross‐terms and possible restricted diffusion effects was used to characterize diffusion anisotropy in cut chicken gizzards. Diffusion coefficients parallel to the muscle fibers were found to be approximately two to three times larger than those in the transverse direction. Furthermore, the method was successful in detecting the angular change when the sample was rotated by 30°. Results indicate that the proposed approach to measure fiber orientation is valid and may be used to improve the time efficiency of diffusion anisotropy measurements.

[1]  J. C. Jaeger,et al.  Conduction of Heat in Solids , 1952 .

[2]  P. V. van Zijl,et al.  Evaluation of restricted diffusion in cylinders. Phosphocreatine in rabbit leg muscle. , 1994, Journal of magnetic resonance. Series B.

[3]  M. E. Clark,et al.  Water in barnacle muscle. IV. Factors contributing to reduced self-diffusion. , 1982, Biophysical journal.

[4]  P. Basser,et al.  Estimation of the effective self-diffusion tensor from the NMR spin echo. , 1994, Journal of magnetic resonance. Series B.

[5]  J. Pekar,et al.  MR color mapping of myelin fiber orientation. , 1991, Journal of computer assisted tomography.

[6]  K K Kwong,et al.  Anisotropy of water diffusion in the myocardium of the rat. , 1994, Circulation research.

[7]  C F Hazlewood,et al.  THE DIFFUSION OF WATER IN STRIATED MUSCLE * , 1973, Annals of the New York Academy of Sciences.

[8]  P van Gelderen,et al.  Water diffusion and acute stroke , 1994, Magnetic resonance in medicine.

[9]  Irving J. Lowe,et al.  A modified pulsed gradient technique for measuring diffusion in the presence of large background gradients , 1980 .

[10]  R Luypaert,et al.  A method for myelin fiber orientation mapping using diffusion-weighted MR images. , 1994, Magnetic resonance imaging.

[11]  E. Stejskal Use of Spin Echoes in a Pulsed Magnetic‐Field Gradient to Study Anisotropic, Restricted Diffusion and Flow , 1965 .

[12]  B. D. Boss,et al.  Anisotropic Diffusion in Hydrated Vermiculite , 1965 .

[13]  T. Chenevert,et al.  Anisotropic diffusion in human white matter: demonstration with MR techniques in vivo. , 1990, Radiology.

[14]  C. Beaulieu,et al.  Determinants of anisotropic water diffusion in nerves , 1994, Magnetic resonance in medicine.

[15]  C F Hazlewood,et al.  Nuclear magnetic resonance measurement of skeletal muscle: anisotrophy of the diffusion coefficient of the intracellular water. , 1976, Biophysical journal.

[16]  C. Ahn,et al.  A generalized formulation of diffusion effects in micron resolution nuclear magnetic resonance imaging. , 1989, Medical physics.

[17]  W. T. Dixon,et al.  Measuring diffusion in inhomogeneous systems in imaging mode using antisymmetric sensitizing gradients , 1992 .

[18]  James P. Freyer,et al.  Pulsed-gradient spin-echo diffusion studies in NMR imaging , 1990 .

[19]  E. Purcell,et al.  Effects of Diffusion on Free Precession in Nuclear Magnetic Resonance Experiments , 1954 .

[20]  P. Basser,et al.  MR diffusion tensor spectroscopy and imaging. , 1994, Biophysical journal.