Literature DB >> 18046591

Biexponential and diffusional kurtosis imaging, and generalised diffusion-tensor imaging (GDTI) with rank-4 tensors: a study in a group of healthy subjects.

Ludovico Minati1, Domenico Aquino, Stefano Rampoldi, Sergio Papa, Marina Grisoli, Maria Grazia Bruzzone, Elio Maccagnano.   

Abstract

OBJECT: Clinical diffusion imaging is based on two assumptions of limited validity: that the radial projections of the diffusion propagator are Gaussian, and that a single directional diffusivity maximum exists in each voxel. The former can be removed using the biexponential and diffusional kurtosis models, the latter using generalised diffusion-tensor imaging. This study provides normative data for these three models.
MATERIALS AND METHODS: Eighteen healthy subjects were imaged. Maps of the biexponential parameters D (fast), D (slow) and f (slow), of D and K from the diffusional kurtosis model, and of diffusivity D' were obtained. Maps of generalised anisotropy (GA) and scaled entropy(SE) were also generated, for second and fourth rank tensors. Normative values were obtained for 26 regions.
RESULTS: In grey versus white matter, D (slow) and D' were higher and D (fast), f (slow) and K were lower. With respect to maps of D', anatomical contrast was stronger in maps of D (slow) and K. Elevating tensor rank increased SE, generally more significantly than GA, in: anterior limb of internal capsule, corpus callosum, deep frontal and subcortical white matter, along superior longitudinal fasciculus and cingulum.
CONCLUSION: The values reported herein can be used for reference in future studies and in clinical settings.

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Year:  2007        PMID: 18046591     DOI: 10.1007/s10334-007-0091-1

Source DB:  PubMed          Journal:  MAGMA        ISSN: 0968-5243            Impact factor:   2.310


  26 in total

1.  Multi-component apparent diffusion coefficients in human brain.

Authors:  R V Mulkern; H Gudbjartsson; C F Westin; H P Zengingonul; W Gartner; C R Guttmann; R L Robertson; W Kyriakos; R Schwartz; D Holtzman; F A Jolesz; S E Maier
Journal:  NMR Biomed       Date:  1999-02       Impact factor: 4.044

2.  On the effects of gating in diffusion imaging of the brain using single shot EPI.

Authors:  S Skare; J L Andersson
Journal:  Magn Reson Imaging       Date:  2001-10       Impact factor: 2.546

3.  Improved optimization for the robust and accurate linear registration and motion correction of brain images.

Authors:  Mark Jenkinson; Peter Bannister; Michael Brady; Stephen Smith
Journal:  Neuroimage       Date:  2002-10       Impact factor: 6.556

4.  High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity.

Authors:  David S Tuch; Timothy G Reese; Mette R Wiegell; Nikos Makris; John W Belliveau; Van J Wedeen
Journal:  Magn Reson Med       Date:  2002-10       Impact factor: 4.668

5.  Generalized diffusion tensor imaging and analytical relationships between diffusion tensor imaging and high angular resolution diffusion imaging.

Authors:  Evren Ozarslan; Thomas H Mareci
Journal:  Magn Reson Med       Date:  2003-11       Impact factor: 4.668

6.  Effects of permeable boundaries on the diffusion-attenuated MR signal: insights from a one-dimensional model.

Authors:  A L Sukstanskii; D A Yablonskiy; J J H Ackerman
Journal:  J Magn Reson       Date:  2004-09       Impact factor: 2.229

7.  Effect of impermeable boundaries on diffusion-attenuated MR signal.

Authors:  Astrid F Frøhlich; Leif Ostergaard; Valerij G Kiselev
Journal:  J Magn Reson       Date:  2006-01-10       Impact factor: 2.229

8.  Is the "biexponential diffusion" biexponential?

Authors:  Valerij G Kiselev; Kamil A Il'yasov
Journal:  Magn Reson Med       Date:  2007-03       Impact factor: 4.668

9.  Three-dimensional characterization of non-gaussian water diffusion in humans using diffusion kurtosis imaging.

Authors:  Hanzhang Lu; Jens H Jensen; Anita Ramani; Joseph A Helpern
Journal:  NMR Biomed       Date:  2006-04       Impact factor: 4.044

10.  Elevating tensor rank increases anisotropy in brain areas associated with intra-voxel orientational heterogeneity (IVOH): a generalised DTI (GDTI) study.

Authors:  L Minati; T Banasik; J Brzezinski; M L Mandelli; A Bizzi; M G Bruzzone; M Konopka; A Jasinski
Journal:  NMR Biomed       Date:  2008-01       Impact factor: 4.044

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  11 in total

1.  Effect of diffusion-sensitizing gradient timings on the exponential, biexponential and diffusional kurtosis model parameters: in-vivo measurements in the rat thalamus.

Authors:  Ludovico Minati; Ileana Zucca; Gabriella Carcassola; Michele Occhipinti; Roberto Spreafico; Maria Grazia Bruzzone
Journal:  MAGMA       Date:  2010-04-08       Impact factor: 2.310

2.  Rapid generation of biexponential and diffusional kurtosis maps using multi-layer perceptrons: a preliminary experience.

Authors:  Ludovico Minati
Journal:  MAGMA       Date:  2008-07-29       Impact factor: 2.310

3.  On the estimation of conventional DTI-derived indices by fitting the non-Gaussian DKI model to diffusion-weighted imaging datasets.

Authors:  Marco Giannelli; Stefano Diciotti; Maria Guerrisi; Antonio Claudio Traino; Mario Mascalchi; Carlo Tessa; Nicola Toschi
Journal:  Neuroradiology       Date:  2013-09-05       Impact factor: 2.804

4.  Toward tract-specific fractional anisotropy (TSFA) at crossing-fiber regions with clinical diffusion MRI.

Authors:  Virendra Mishra; Xiaohu Guo; Mauricio R Delgado; Hao Huang
Journal:  Magn Reson Med       Date:  2014-12-01       Impact factor: 4.668

Review 5.  A review of diffusion tensor magnetic resonance imaging computational methods and software tools.

Authors:  Khader M Hasan; Indika S Walimuni; Humaira Abid; Klaus R Hahn
Journal:  Comput Biol Med       Date:  2010-11-18       Impact factor: 4.589

Review 6.  MRI quantification of non-Gaussian water diffusion by kurtosis analysis.

Authors:  Jens H Jensen; Joseph A Helpern
Journal:  NMR Biomed       Date:  2010-08       Impact factor: 4.044

7.  Decreased diffusivity in the caudate nucleus of presymptomatic huntington disease gene carriers: which explanation?

Authors:  M L Mandelli; M Savoiardo; L Minati; C Mariotti; D Aquino; A Erbetta; S Genitrini; S Di Donato; M G Bruzzone; M Grisoli
Journal:  AJNR Am J Neuroradiol       Date:  2009-11-26       Impact factor: 3.825

8.  Non-gaussian analysis of diffusion-weighted MR imaging in head and neck squamous cell carcinoma: A feasibility study.

Authors:  J F A Jansen; H E Stambuk; J A Koutcher; A Shukla-Dave
Journal:  AJNR Am J Neuroradiol       Date:  2009-12-24       Impact factor: 3.825

9.  Assessing White Matter Microstructure in Brain Regions with Different Myelin Architecture Using MRI.

Authors:  Samuel Groeschel; Gisela E Hagberg; Thomas Schultz; Dávid Z Balla; Uwe Klose; Till-Karsten Hauser; Thomas Nägele; Oliver Bieri; Thomas Prasloski; Alex L MacKay; Ingeborg Krägeloh-Mann; Klaus Scheffler
Journal:  PLoS One       Date:  2016-11-29       Impact factor: 3.240

10.  Brain lateralization probed by water diffusion at the atomic to micrometric scale.

Authors:  F Natali; C Dolce; J Peters; C Stelletta; B Demé; J Ollivier; G Leduc; A Cupane; E L Barbier
Journal:  Sci Rep       Date:  2019-10-11       Impact factor: 4.379

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