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

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
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article

Multipool CEST MRI demonstrates good performance in predicting ATRX mutation status in IDH1-mutant lower-grade gliomas

Hongquan Zhu, Wenzhen Zhu, Xiaoxiao Zhang
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
Glioma Diagnosis and Treatment
article

Multipool CEST MRI demonstrates good performance in predicting ATRX mutation status in IDH1-mutant lower-grade gliomas

Hongquan Zhu, Wenzhen Zhu, Xiaoxiao Zhang
article en

Abstract

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.

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
Clean water and sanitation
Openalex Percentile: Top 62%
Glioma Diagnosis and Treatment
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