ArticleFrontiers in oncology2019
An Open-Source Tool for Anisotropic Radiation Therapy Planning in Neuro-oncology Using DW-MRI Tractography.
Article in Frontiers in oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Diffusion tensor imaging in detecting gliomas sub-regions of infiltration, local and remote recurrences: a systematic review.Neurosurgical review · 2024Pooled it
- White matter pathlength maps from diffusion-weighted MRI tractography for radiotherapy target planning in glioblastoma.Journal of neuro-oncology · 2026Article
- A white matter-centered approach to investigate recurrence pathways in high-grade gliomas: a single-center retrospective study.Journal of neuro-oncology · 2025Article
- Diffusion tensor transformation for personalizing target volumes in radiation therapy.Medical image analysis · 2024Article
- The influence of anisotropy on the clinical target volume of brain tumor patients.Physics in medicine and biology · 2024Article
- Consistency of muscle fibers directionality in human thigh derived from diffusion-weighted MRI.Physics in medicine and biology · 2023Article
- Modeling the propagation of tumor fronts with shortest path and diffusion models-implications for the definition of the clinical target volume.Physics in medicine and biology · 2022Article
- Feasibility study of clinical target volume definition for soft-tissue sarcoma using muscle fiber orientations derived from diffusion tensor imaging.Physics in medicine and biology · 2022Article
- Review
- Patient-Specific Computational Framework to Spatiotemporally Forecast Treatment Response and Identify Biologically Informed Radiotherapy Targets in High-Grade Glioma.JCO clinical cancer informaticsArticle
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Authors and funding
9 authors.
Funding
Abstract
There is evidence from histopathological studies that glioma tumor cells migrate preferentially along large white matter bundles. If the peritumoral white matter structures can be used to predict the likely trajectory of migrating tumor cells outside of the surgical margin, then this information could be used to inform the delineation of radiation therapy (RT) targets. In theory, an anisotropic expansion that takes large white matter bundle anatomy into account may maximize the chances of treating migrating cancer cells and minimize the amount of brain tissue exposed to high doses of ionizing radiation. Diffusion-weighted MRI (DW-MRI) can be used in combination with fiber tracking algorithms to model the trajectory of large white matter pathways using the direction and magnitude of water movement in tissue. The method presented here is a tool for translating a DW-MRI fiber tracking (tractography) dataset into a white matter path length (WMPL) map that assigns each voxel the shortest distance along a streamline back to a specified region of interest (ROI). We present an open-source WMPL tool, implemented in the package Diffusion Imaging in Python (DIPY), and code to convert the resulting WMPL map to anisotropic contours for RT in a commercial treatment planning system. This proof-of-concept lays the groundwork for future studies to evaluate the clinical value of incorporating tractography modeling into treatment planning.
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