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Correlation study between DKI and conventional DWI in brain and head and neck tumors.
- Source :
-
Magnetic resonance imaging [Magn Reson Imaging] 2017 Oct; Vol. 42, pp. 114-122. Date of Electronic Publication: 2017 Jun 16. - Publication Year :
- 2017
-
Abstract
- Purpose: To investigate the relationship between the Diffusion Kurtosis Imaging (DKI) parameters and conventional metrics provided by Diffusion-weighted imaging (DWI) in patients affected by Brain or Head and Neck (HN) cancer.<br />Methods: Ten patients affected by brain tumor and nine patients with HN tumor underwent a pre-treatment MR examination at 3 T. The largest tumor section was manually contoured by two expert neuroradiologists. The apparent diffusion coefficient (D <subscript>app</subscript> ) and apparent diffusional kurtosis (K <subscript>app</subscript> ) parameters were determined at the voxel level by using the DKI model, and compared to the apparent diffusion coefficient (ADC) and the tissue diffusion coefficient (D <subscript>mono</subscript> ) obtained from mono-exponential fitting methods. The Akaike Information Criteria (AIC) was calculated to assess the quality of the fitting methods. Cross-correlations between all the variables were assessed using the Spearman rank test.<br />Results: Increased K <subscript>app</subscript> values were found in each lesion. All parameters were strongly related, in particular an inverse relationship emerged between median values of K <subscript>app</subscript> and D <subscript>app</subscript> /D <subscript>mono</subscript> /ADC in both patient groups, while D <subscript>app</subscript> showed positive correlations with D <subscript>mono</subscript> and ADC. From the analysis at the voxel level, significant inverse associations were found between K <subscript>app</subscript> and D <subscript>mono</subscript> within the lesions, while a weak or moderate association emerged between K <subscript>app</subscript> and ADC or D <subscript>app</subscript> .<br />Conclusions: A significant association between the apparent diffusional kurtosis K <subscript>app</subscript> and the tissue diffusion coefficient D <subscript>mono</subscript> emerged for both brain and HN tumors at 3 T, suggesting that both variables may consistently reflect deeper insight into the microstructural characteristics of tumors.<br /> (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Subjects :
- Adult
Aged
Brain diagnostic imaging
Brain Neoplasms diagnostic imaging
Female
Glioblastoma diagnostic imaging
Humans
Magnetic Resonance Imaging
Male
Middle Aged
Prospective Studies
Reproducibility of Results
Diffusion Magnetic Resonance Imaging
Diffusion Tensor Imaging
Head diagnostic imaging
Head and Neck Neoplasms diagnostic imaging
Subjects
Details
- Language :
- English
- ISSN :
- 1873-5894
- Volume :
- 42
- Database :
- MEDLINE
- Journal :
- Magnetic resonance imaging
- Publication Type :
- Academic Journal
- Accession number :
- 28629955
- Full Text :
- https://doi.org/10.1016/j.mri.2017.06.006