1.T2 Mapping with and without Fat-Suppression to Predict Treatment Response to Intravenous Glucocorticoid Therapy for Thyroid-Associated Ophthalmopathy
Linhan ZHAI ; Qiuxia WANG ; Ping LIU ; Ban LUO ; Gang YUAN ; Jing ZHANG
Korean Journal of Radiology 2022;23(6):664-673
Objective:
To evaluate the performance of baseline clinical characteristics and pretherapeutic histogram parameters derived from T2 mapping of the extraocular muscles (EOMs) in the prediction of treatment response to intravenous glucocorticoid (IVGC) therapy for active and moderate-to-severe thyroid-associated ophthalmopathy (TAO) and to investigate the effect of fat-suppression (FS) in T2 mapping in this prediction.
Materials and Methods:
A total of 79 patients clinically diagnosed with active, moderate-to-severe TAO (47 female, 32 male;mean age ± standard deviation, 46.1 ± 10 years), including 43 patients with a total of 86 orbits in the responsive group and 36 patients with a total of 72 orbits in the unresponsive group, were enrolled. Baseline clinical characteristics and pretherapeutic histogram parameters derived from T2 mapping with FS (i.e., FS T2 mapping) or without FS (i.e., conventional T2 mapping) of EOMs were compared between the two groups. Independent predictors of treatment response to IVGC were identified using multivariable analysis. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the predictive performance of the prediction models. Differences between the models were examined using the DeLong test.
Results:
Compared to the unresponsive group, the responsive group had a shorter disease duration, lower kurtosis (FSkurtosis), lower standard deviation, larger 75th, 90th, and 95th (FS-95th) T2 relaxation times in FS mapping and lower kurtosis in conventional T2 mapping. Multivariable analysis revealed that disease duration, FS-95th percentile, and FS-kurtosis were independent predictors of treatment response. The combined model, integrating all identified predictors, had an optimized area under the ROC curve of 0.797, 88.4% sensitivity, and 62.5% specificity, which were significantly superior to those of the imaging model (p = 0.013).
Conclusion
An integrated combination of disease duration, FS-95th percentile, and FS-kurtosis was a potential predictor of treatment response to IVGC in patients with active and moderate-to-severe TAO. FS T2 mapping was superior to conventional T2 mapping in terms of prediction.
2.Recent advance in quantitative MRI in glymphatic systems of the brain
Yali ZHAO ; Hongyu WU ; Linhan ZHAI ; Weiqiang LIANG ; Huan LIU ; Chengdong PENG ; Qiuxia WANG ; Jing ZHANG
Chinese Journal of Neuromedicine 2022;21(3):316-320
The glymphatic system, as "waste" clearance pathway in the brain, plays a critical role in maintaining the homeostasis of the brain cell microenvironment. It has been found that changes in the glymphatic system are common in many neurological diseases. MRI is currently the only technology that can achieve human glymphatic imaging, and has the advantages of high soft tissue resolution and sensitivity to tracers. Quantitative MRI can objectively evaluate the changes of inflow and outflow of glymphatic system. Therefore, in this review, we introduce the application of quantitative MRI technology in the glymphatic system in detail, aiming to provide help for the diagnosis and treatment of diseases related to glymphatic system.