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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
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Evaluation of low-grade glioma structural changes after chemotherapy using DTI-based histogram analysis and
Antonella Castellano1, Marina Donativi2, Roberta Rudà3
1Neuroradiology Unit and CERMAC, San Raffaele Scientific Institute and Vita-Salute San Raffaele University, Via Olgettina 60, 20132, Milano, Italy.
European Radiology
|August 31, 2015
Summary
Diffusion tensor imaging (DTI) histogram analysis and functional diffusion maps (fDMs) effectively evaluate early structural changes in low-grade gliomas (LGGs) during temozolomide (TMZ) chemotherapy, preceding conventional MRI findings.
Area of Science:
- Neuroimaging
- Oncology
- Radiology
Background:
- Low-grade gliomas (LGGs) require monitoring during temozolomide (TMZ) chemotherapy.
- Assessing treatment response often relies on conventional MRI, which may show delayed changes.
Purpose of the Study:
- To investigate the utility of diffusion tensor imaging (DTI)-based histogram analysis and functional diffusion maps (fDMs) for evaluating structural alterations in LGGs during TMZ treatment.
- To determine if DTI metrics can detect early treatment effects before visible changes on standard MRI.
Main Methods:
- Twenty-one LGG patients underwent 3T-MRI, including DTI, before and after 3 and 6 cycles of TMZ.
- Histogram and fDM analyses were performed on DTI-derived metrics (mean diffusivity, fractional anisotropy, p, and q values).
- DTI changes were correlated with tumor volume, Response Assessment in Neuro-Oncology (RANO) criteria, and seizure response.
Main Results:
- All patients showed DTI changes after three TMZ cycles, preceding RANO criteria stability.
- DTI changes became more pronounced after six cycles.
- Early changes in DTI histogram percentiles (25th percentile of p and mean diffusivity) predicted final tumor volume changes.
- TMZ-induced alterations were primarily observed at tumor borders on p and MD fDMs.
- Early seizure response correlated with significant DTI value improvements.
Conclusions:
- DTI-based histogram and fDM analyses are valuable tools for assessing early temozolomide chemotherapy effects in LGG patients.
- These advanced DTI techniques offer a more sensitive method for monitoring treatment response compared to conventional MRI.
- Early DTI changes can predict treatment outcomes and correlate with clinical improvements, such as seizure control.
Keywords:
ChemotherapyDiffusion Tensor ImagingGliomaMagnetic Resonance ImagingResponse Evaluation Criteria
