Zhai Linhan, Li Feng, Luo Ban, Wang Qiuxia, Wu Hongyu, Zhao Yali, Yuan Gang, Zhang Jing
Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Department of Radiology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China.
Eur Radiol. 2025 Feb;35(2):957-967. doi: 10.1007/s00330-024-10868-4. Epub 2024 Aug 2.
To investigate the value of fat-suppression (FS) T2 relaxation time (T2RT) derived from FS T2 mapping and water fraction (WF) derived from T2 IDEAL to predict the treatment response to intravenous glucocorticoids (IVGC) in patients with thyroid-associated ophthalmopathy (TAO) based on texture analysis.
In this study, 89 patients clinically diagnosed with active and moderate-to-severe TAO were enroled (responsive group, 48 patients; unresponsive group, 41 patients). The baseline clinical characteristics and texture features were compared between the two groups. Multivariate analysis was performed to identify the independent predictors of treatment response to IVGC. ROC analysis and the DeLong test were used to assess and compare the predictive performance of different models.
The responsive group exhibited significantly shorter disease duration and higher 90th percentile of FS T2RT and kurtosis of WF in the extraocular muscle (EOM) and 95th percentile of WF in the orbital fat (OF) than the unresponsive group. Model 2 (disease duration + WF; AUC, 0.816) and model 3 (disease duration + FS T2RT + WF; AUC, 0.823) demonstrated superior predictive efficacy compared to model 1 (disease duration + FS T2RT; AUC, 0.756), while there was no significant difference between models 2 and 3.
The orbital tissues of responders exhibited more oedema and heterogeneity. Furthermore, OF is as valuable as EOM for assessing the therapeutic efficacy of IVGC. Finally, WF derived from T2 IDEAL processed by texture analysis can provide valuable information for predicting the treatment response to IVGC in patients with active and moderate-to-severe TAO.
The texture features of FS T2RT and WF are different between responders and non-responders, which can be the predictive tool for treatment response to IVGC.
Texture analysis can be used for predicting response to IVGC in TAO patients. TAO patients responsive to IVGC show more oedema and heterogeneity in the orbital tissues. WF from T2 IDEAL is a tool to predict the therapeutic response of TAO.
基于纹理分析,探讨脂肪抑制(FS)T2映射衍生的FS T2弛豫时间(T2RT)和T2 IDEAL衍生的水分数(WF)预测甲状腺相关性眼病(TAO)患者静脉注射糖皮质激素(IVGC)治疗反应的价值。
本研究纳入89例临床诊断为活动性中重度TAO的患者(反应组48例;无反应组41例)。比较两组的基线临床特征和纹理特征。进行多变量分析以确定IVGC治疗反应的独立预测因素。采用ROC分析和DeLong检验评估和比较不同模型的预测性能。
与无反应组相比,反应组的病程显著更短,眼外肌(EOM)中FS T2RT的第90百分位数和WF的峰度以及眶脂肪(OF)中WF的第95百分位数更高。模型2(病程+WF;AUC,0.816)和模型3(病程+FS T2RT+WF;AUC,0.823)显示出比模型1(病程+FS T2RT;AUC,0.756)更好的预测效果,而模型2和模型3之间无显著差异。
反应者的眼眶组织表现出更多水肿和异质性。此外,OF在评估IVGC治疗效果方面与EOM一样有价值。最后,通过纹理分析处理的T2 IDEAL衍生的WF可为预测活动性中重度TAO患者对IVGC的治疗反应提供有价值的信息。
反应者和无反应者之间FS T2RT和WF的纹理特征不同,可作为IVGC治疗反应的预测工具。
纹理分析可用于预测TAO患者对IVGC的反应。对IVGC有反应的TAO患者眼眶组织显示出更多水肿和异质性。T2 IDEAL的WF是预测TAO治疗反应的工具。