Artikel
Optic radiation fiber tractography in glioma patients based on high angular resolution diffusion imaging with compressed sensing compared with diffusion tensor imaging
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Veröffentlicht: | 21. Mai 2013 |
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Gliederung
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Objective: Fiber tractography integrated in the navigation system has shown to contribute to low postoperative morbidity in glioma surgery. Up to now, in the clinical routine it is mostly based on diffusion tensor imaging (DTI). However, there are known drawbacks in the resolution of crossing-, kissing-, or merging fibers, highly curved pathways or resolving fibers in the vicinity of tumor or peritumoral edema. These restrictions can be overcome by tractography based on High Angular Resolution Diffusion Imaging (HARDI) which in turn requires larger numbers of gradients resulting in longer acquisition times. Using compressed sensing (CS) techniques, HARDI signals can be obtained by using less non-collinear diffusion gradients, thus enabling the use of HARDI-based fiber tractography in the clinical routine.
Method: Eight patients with gliomas in the temporal lobe, in proximity to the optic radiation (OR) underwent 3T MRI including a diffusion dataset with 30 gradient directions. Fiber tractography using a deterministic streamline algorithm based on DTI was compared to tractography based on reconstructed diffusion signals using HARDI+CS.
Results: HARDI+CS based tractography displayed the OR more conclusively compared to the DTI-based results in all eight cases. In particular, the potential of HARDI+CS-based tractography was observed for cases of high-grade gliomas (six cases) with significant peritumoral edema, larger tumor size or closer proximity of tumor and reconstructed fiber bundle.
Conclusions: Overcoming the problem of long acquisition times, HARDI+CS shows superior results for fiber tractography of the OR in areas of disturbed diffusion compared with DTI-based results. This can be of particular interest in glioma surgery.