Innovative Tissue Perfusion Views:Using Diffusion-Derived Vessel Density Habitat Analysis for Isocitrate Dehydrogenase Genotyping in Glioma
Motivation: The goal of study is to improve glioma classification by non-invasively evaluating IDH genotypes through the use of DDVD and habitat analysis. This study emphasizes the examination of tissue perfusion within the tumor microenvironment. Goal(s): Distinguishing IDH genotypes of diffuse gliomas by applying DDVD analysis across the entire tumor parenchyma and its specific habitats. Approach: This study employs DWI to collect DDVD metrics from 63 patients diagnosed with gliomas. The DDVD metrics were correlated with IDH genotypes and Ki-67 status. Results: Significant differences in DDVD were observed between IDH-mutant and IDH-wildtype gliomas. The habitat analysis notably enhanced the diagnostic performance for IDH genotyping. Impact: This study introduces DDVD as a novel biomarker for non-invasive IDH genotyping in diffuse gliomas, offering valuable insights into tumor biology and advancing the field toward more personalized treatment strategies in neuro-oncology.
Authors
- Guangya Yang (ORCID: https://orcid.org/0000-0003-4695-6705)
- Rifeng Jiang (ORCID: https://orcid.org/0000-0001-6959-0027)
- Ruolan Lin
- Chiayi Ni
- Yang Song
- Hongdan Guan
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/4058
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00