Anisotropic anomalous diffusion assessed in the human brain by scalar invariant indices

S. De Santis, A. Gabrielli, M. Bozzali, B. Maraviglia, E. MacAluso, S. Capuani

Research output: Contribution to journalArticle

42 Citations (Scopus)

Abstract

A new method to investigate anomalous diffusion in human brain, inspired by the stretched-exponential model proposed by Hall and Barrick, is proposed here, together with a discussion about its potential application to cerebral white matter characterization. Aim of the work was to show the ability of anomalous diffusion indices to characterize white matter structures, whose complexity is only partially accounted by diffusion tensor imaging indices. MR signal was expressed as a stretched-exponential only along the principal axes of diffusion; whereas, in a generic direction, it was modeled as a combination of three stretched-exponentials. Indices to quantify the tissue anomalous diffusion and its anisotropy, independently of the experiment reference frame, were derived. Experimental results, obtained on 10 healthy subjects at 3T, show that the new parameters are highly correlated to intrinsic local geometry when compared with Hall and Barrick indices. Moreover, they offer a different contrast in white matter regions when compared with diffusion tensor imaging. Specifically, the new indices show a higher capability to discriminate among areas of the corpus callosum associated to different distribution in axonal densities, thus offering a new potential tool to detect more specific patterns of brain abnormalities than diffusion tensor imaging in the presence of neurological and psychiatric disorders.

Original languageEnglish
Pages (from-to)1043-1052
Number of pages10
JournalMagnetic Resonance in Medicine
Volume65
Issue number4
DOIs
Publication statusPublished - Apr 2011

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Diffusion Tensor Imaging
Brain
Corpus Callosum
Anisotropy
Nervous System Diseases
Psychiatry
Healthy Volunteers
White Matter

Keywords

  • anomalous diffusion
  • DTI
  • nongaussian diffusion
  • stretched exponential
  • water diffusion

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

Cite this

Anisotropic anomalous diffusion assessed in the human brain by scalar invariant indices. / De Santis, S.; Gabrielli, A.; Bozzali, M.; Maraviglia, B.; MacAluso, E.; Capuani, S.

In: Magnetic Resonance in Medicine, Vol. 65, No. 4, 04.2011, p. 1043-1052.

Research output: Contribution to journalArticle

De Santis, S, Gabrielli, A, Bozzali, M, Maraviglia, B, MacAluso, E & Capuani, S 2011, 'Anisotropic anomalous diffusion assessed in the human brain by scalar invariant indices', Magnetic Resonance in Medicine, vol. 65, no. 4, pp. 1043-1052. https://doi.org/10.1002/mrm.22689
De Santis, S. ; Gabrielli, A. ; Bozzali, M. ; Maraviglia, B. ; MacAluso, E. ; Capuani, S. / Anisotropic anomalous diffusion assessed in the human brain by scalar invariant indices. In: Magnetic Resonance in Medicine. 2011 ; Vol. 65, No. 4. pp. 1043-1052.
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