Multipool CEST MRI demonstrates good performance in predicting ATRX mutation status in IDH1-mutant lower-grade gliomas
Motivation: ATRX gene mutation is correlated with better prognosis in IDH1-mutant lower-grade gliomas (LrGGs). Goal(s): We aimed to investigate the predictability of ATRX mutation status using multipool CEST MRI. Approach: The CEST Z-spectrum was fitted with 5 Lorentzian functions. We compared the differences in 5 metrics between ATRX mutant and wild-type gliomas. And ROC analyses were performed to evaluate predictive performances of metrics. Results: ATRX mutant IDH1-mutant LrGGs showed significantly decreased direct saturated water (DS), semi-solid magnetization transfer (MT) signals and increased amine signal compared to ATRX wild-type group. The combination of metrics yielded the highest AUC of 0.773. Impact: Multipool CEST MRI demonstrated good ability to distinguish ATRX mutant gliomas from wild-type gliomas, it may be as a useful imaging biomarker for precise prediction of ATRX mutation status and facilitate the diagnosis and prognosis of glioma patients.
Authors
- Hongquan Zhu (ORCID: https://orcid.org/0000-0002-6754-4331)
- Wenzhen Zhu (ORCID: https://orcid.org/0000-0001-6252-9450)
- Xiaoxiao Zhang (ORCID: https://orcid.org/0000-0003-2157-8744)
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
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/3580
- Primary Topic
- Glioma Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00