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Multi-b-value diffusion stretched-exponential model parameters correlate with MIB-1 and CD34 expression in Glioma
Junlong Wang1, Hua Zhang2, Xuefei Dang3
1Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China.
Frontiers in Oncology
|May 14, 2023
Summary
Multi-b-value diffusion-weighted imaging (MDWI) stretched-exponential model (SEM) parameters, diffusion distribution index (DDC) and α, correlate with glioma grade and pathology. These biomarkers aid in differentiating low-grade from high-grade gliomas.
Area of Science:
- Radiology
- Neuro-oncology
- Medical Imaging
Background:
- Gliomas require accurate histological grading for effective treatment.
- Multi-b-value diffusion-weighted imaging (MDWI) with the stretched-exponential model (SEM) offers promising biomarkers.
- SEM parameters, including diffusion distribution index (DDC) and α, show potential in assessing glioma characteristics.
Purpose of the Study:
- To investigate the pathological correlations of MDWI-SEM parameters (DDC and α) in glioma patients.
- To evaluate the utility of SEM parameters as biomarkers for glioma grading.
- To correlate SEM parameters with MIB-1 expression and CD34-MVD.
Main Methods:
- MDWI-SEM parametric mapping (DDC and α) was performed using b-values up to 1500 and 5000 sec/mm².
- Parameters were correlated with pathological indices from biopsy specimens (MIB-1 and CD34-MVD).
- Spearman's correlation analysis was used to assess relationships with pathological indices and WHO grades.
Main Results:
- MDWI-derived α negatively correlated with CD34-MVD in both low-grade glioma (LGG) and high-grade glioma (HGG).
- MDWI-derived DDC negatively correlated with MIB-1 expression across all glioma patients.
- WHO grades showed negative correlations with α parameters (α1500 and α5000).
Conclusions:
- SEM-derived DDC and α are significant in the histological grading of gliomas.
- DDC may indicate glioma proliferative ability.
- Microvascular perfusion (CD34-MVD) may influence water diffusion inhomogeneity (α) in gliomas.

