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Diffusion changes in normal-appearing white matter tracts following irradiation in glioma patients

Authors :
(0000-0002-1939-6530) Witzmann, K.
(0000-0002-1054-9609) Raschke, F.
Wesemann, T.
Wahl, H.
Appold, S.
(0000-0003-1776-9556) Krause, M.
Linn, J.
(0000-0001-9550-9050) Troost, E. G. C.
(0000-0002-1939-6530) Witzmann, K.
(0000-0002-1054-9609) Raschke, F.
Wesemann, T.
Wahl, H.
Appold, S.
(0000-0003-1776-9556) Krause, M.
Linn, J.
(0000-0001-9550-9050) Troost, E. G. C.
Source :
ESTRO 2023, 12.-16.05.2023, Wien, Österreich
Publication Year :
2023

Abstract

Purpose: Adjuvant radio(chemo)therapy (RT) is part of the standard treatment of gliomas. Safety margins ensuring the coverage of microscopic tumour expansion of diffusely infiltrating gliomas and compensating for systematic positioning errors inevitably result in the normal-appearing (NA) brain tissue surrounding the tumour to be affected by radiation. The aim of the study was to investigate dose- and time-dependent diffusion alterations of NA white matter (WM) structures following RT using tract-based spatial statistics (TBSS). Methods: As part of a prospective, longitudinal study, magnetic resonance imaging (MRI) data of 24 grade II-IV glioma patients treated with photons, protons or mixed-modality therapy were acquired. MRIs before RT and 3-monthly during follow-up obtained up to three years after RT included diffusion tensor images (DTI) (TR/TE=6500/66ms, 2×2×2mm³, 32 directions, b=1000mm/s²). Fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were calculated from the DTI data. Corresponding radiation dose maps and clinical target volume (CTV) contours were aligned to MRI using ANTs. NA tissue was defined as brain tissue, excluding the CTV and areas of T2-hyperintensities. All FA images were nonlinearly registered to the “FMRI58B-FA atlas” from FSL with ANTs before applying parts of the TBSS algorithm to create a FA skeleton (Figure 1). The FA skeleton was combined with the “JHU-ICBM-labels-1mm atlas” to measure the diffusion in 19 WM structures. Relative signal changes of each WM structure were calculated as the difference between follow-up and the corresponding baseline signal and evaluated using a paired t-test. A multivariate linear mixed effects model was applied to determine diffusion changes as function of time after RT and mean dose delivered to the corresponding structure. Data from paired structures of the right and left hemispheres were combined for the analysis. Structures containing less than 50 vo

Details

Database :
OAIster
Journal :
ESTRO 2023, 12.-16.05.2023, Wien, Österreich
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1427183066
Document Type :
Electronic Resource