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Integrated intravoxel incoherent motion tensor and diffusion tensor brain MRI in a single fast acquisition.
Dietrich, Olaf; Cai, Mengfei; Tuladhar, Anil Man; Jacob, Mina A; Drenthen, Gerald S; Jansen, Jacobus F A; Marques, José P; Topalis, Johanna; Ingrisch, Michael; Ricke, Jens; de Leeuw, Frank-Erik; Duering, Marco; Backes, Walter H.
Afiliação
  • Dietrich O; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • Cai M; Department of Neurology, Donders Center for Medical Neurosciences, Radboud University Medical Center, Nijmegen, The Netherlands.
  • Tuladhar AM; Department of Neurology, Donders Center for Medical Neurosciences, Radboud University Medical Center, Nijmegen, The Netherlands.
  • Jacob MA; Department of Neurology, Donders Center for Medical Neurosciences, Radboud University Medical Center, Nijmegen, The Netherlands.
  • Drenthen GS; Schools for Mental Health and Neuroscience (MHeNs) and Cardiovascular Diseases (CARIM), Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Jansen JFA; Schools for Mental Health and Neuroscience (MHeNs) and Cardiovascular Diseases (CARIM), Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Marques JP; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
  • Topalis J; Department of Neurology, Donders Center for Medical Neurosciences, Radboud University Medical Center, Nijmegen, The Netherlands.
  • Ingrisch M; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • Ricke J; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • de Leeuw FE; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • Duering M; Department of Neurology, Donders Center for Medical Neurosciences, Radboud University Medical Center, Nijmegen, The Netherlands.
  • Backes WH; Medical Image Analysis Center (MIAC AG) and qbig, Department of Biomedical Engineering, University of Basel, Basel, Switzerland.
NMR Biomed ; 36(7): e4905, 2023 07.
Article em En | MEDLINE | ID: mdl-36637237
The acquisition of intravoxel incoherent motion (IVIM) data and diffusion tensor imaging (DTI) data from the brain can be integrated into a single measurement, which offers the possibility to determine orientation-dependent (tensorial) perfusion parameters in addition to established IVIM and DTI parameters. The purpose of this study was to evaluate the feasibility of such a protocol with a clinically feasible scan time below 6 min and to use a model-selection approach to find a set of DTI and IVIM tensor parameters that most adequately describes the acquired data. Diffusion-weighted images of the brain were acquired at 3 T in 20 elderly participants with cerebral small vessel disease using a multiband echoplanar imaging sequence with 15 b-values between 0 and 1000 s/mm2 and six non-collinear diffusion gradient directions for each b-value. Seven different IVIM-diffusion models with 4 to 14 parameters were implemented, which modeled diffusion and pseudo-diffusion as scalar or tensor quantities. The models were compared with respect to their fitting performance based on the goodness of fit (sum of squared fit residuals, chi2 ) and their Akaike weights (calculated from the corrected Akaike information criterion). Lowest chi2 values were found using the model with the largest number of model parameters. However, significantly highest Akaike weights indicating the most appropriate models for the acquired data were found with a nine-parameter IVIM-DTI model (with isotropic perfusion modeling) in normal-appearing white matter (NAWM), and with an 11-parameter model (IVIM-DTI with additional pseudo-diffusion anisotropy) in white matter with hyperintensities (WMH) and in gray matter (GM). The latter model allowed for the additional calculation of the fractional anisotropy of the pseudo-diffusion tensor (with a median value of 0.45 in NAWM, 0.23 in WMH, and 0.36 in GM), which is not accessible with the usually performed IVIM acquisitions based on three orthogonal diffusion-gradient directions.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imagem de Tensor de Difusão / Substância Branca Tipo de estudo: Guideline / Prognostic_studies Limite: Aged / Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imagem de Tensor de Difusão / Substância Branca Tipo de estudo: Guideline / Prognostic_studies Limite: Aged / Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article