Detection of tumour infiltration in axonal fibre bundles using diffusion tensor imaging
- 1 September 2005
- journal article
- research article
- Published by Wiley in International Journal of Medical Robotics and Computer Assisted Surgery
- Vol. 1 (3) , 80-86
- https://doi.org/10.1002/rcs.31
Abstract
We present a method for the detection and quantification of white matter infiltration from human brain tumours based on Diffusion Tensor Imaging (DTI). Since white matter destruction alters the local diffusion properties, DTI has the potential to sensitively detect tumour infiltration and to quantify the degree thereof. Here, we consider three tumour patients with gliomas, two with and one without contralateral tumour progress. We use DTI to identify specific fibre systems, where infiltration has to be assessed. On this basis, the problem of arbitrary region of interest definition is solved such that tumour infiltration can be reliably quantified in particular fibre bundles. It is demonstrated at the Corpus Callosum (CC) and the Pyramidal Tract (PT) that fibre bundle infiltration can be well detected by specific visualisation techniques of diffusion tensor data. Infiltration of the CC is quantified by using a reliable method for the determination of diffusion properties inside particular fibre bundles. For an age normalised quantification of white matter infiltration we introduce the Integrity Index, which measures the diffusion anisotropy inside an infiltrated fibre bundle normalised by the diffusion anisotropy in a specific region of healthy fibre tissue. It turns out that the quantification of CC infiltration correlates with contralateral tumour progression and has the potential to serve as a surrogate marker for this process, which is crucial for surgical therapy decisions and intervention planning. Copyright © 2005 John Wiley & Sons, Ltd.Keywords
This publication has 9 references indexed in Scilit:
- Contribution of diffusion tensor imaging to delineation of gliomas and glioblastomasJournal of Magnetic Resonance Imaging, 2004
- Peritumoral Brain Regions in Gliomas and Meningiomas: Investigation with Isotropic Diffusion-weighted MR Imaging and Diffusion-Tensor MR ImagingRadiology, 2004
- Tissue signature characterisation of diffusion tensor abnormalities in cerebral gliomasEuropean Radiology, 2004
- Diffusion Tensor Imaging of Brain Tumours at 3T: A Potential Tool for Assessing White Matter Tract Invasion?Clinical Radiology, 2003
- Fiber tracking: principles and strategies – a technical reviewNMR in Biomedicine, 2002
- Diffusion Tensor Imaging and Axonal Tracking in the Human BrainstemNeuroImage, 2001
- Estimation of the Effective Self-Diffusion Tensor from the NMR Spin EchoJournal of Magnetic Resonance, Series B, 1994
- MR diffusion tensor spectroscopy and imagingBiophysical Journal, 1994
- Human cerebral gliomas: correlation of postmortem MR imaging and neuropathologic findings.Radiology, 1989