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Correlation study between DKI and conventional DWI in brain and head and neck tumors.

Authors :
Minosse S
Marzi S
Piludu F
Vidiri A
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.)

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