Differential diagnosis of thyroid nodules by DCE-MRI based on compressed sensing volumetric interpolated breath-hold examination: A feasibility study

IF 2.1 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Junhao Huang , Daihong Liu , Jiao Chen , Xiaoxia Wang , Lin Tang , Jing Zhang , Yong Tan , Xiaosong Lan , Ting Yin , Dominik Nickel , Jian Wu , Jiuquan Zhang
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引用次数: 0

Abstract

Objectives

To explore the potential and performance of quantitative and semi-quantitative parameters derived from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) based on compressed sensing volumetric interpolated breath-hold (CS-VIBE) examination in the differential diagnosis of thyroid nodules.

Materials and methods

A total of 208 patients with 259 thyroid nodules scheduled for surgery operation were prospectively recruited. All participants underwent routine and DCE-MRI. DCE-MRI quantitative parameters [Ktrans, Kep, Ve], semi-quantitative parameters [wash-in, wash-out, time to peak (TTP), arrival time (AT), peak enhancement intensity (PEI), and initial area under curve in 60 s (iAUC)] and time-intensity curve (TIC) types were analyzed. Differential diagnostic performances were assessed using area under the receiver operating characteristic curve (AUC) and compared with the Delong test.

Results

Ktrans, Kep, Ve, wash-in, wash-out, PEI and iAUC were statistically significantly different between malignant and benign nodules (P < 0.001). Among these parameters, ROC analysis revealed that Ktrans showed the highest diagnostic performance in the differentiation of benign and malignant nodules, followed by wash-in. ROC analysis also revealed that Ktrans achieved the best diagnostic performance for distinguishing papillary thyroid carcinoma (PTC) from non-PTC, follicular adenoma (FA) from non-FA, nodular goiter (NG) from non-NG, with AUC values of 0.854, 0.895 and 0.609, respectively. Type III curve is frequently observed in benign thyroid nodules, accounting for 77.4% (82/106). While malignant nodules are more common in type II, accounting for 57.5% (88/153).

Conclusion

Thyroid examination using CS-VIBE based DCE-MRI is a feasible, non-invasive method to identify benign and malignant thyroid nodules and pathological types.

基于压缩传感容积插值屏气检查的 DCE-MRI 甲状腺结节鉴别诊断:可行性研究
目的探讨基于压缩传感容积插值屏气(CS-VIBE)检查的动态对比增强磁共振成像(DCE-MRI)得出的定量和半定量参数在甲状腺结节鉴别诊断中的潜力和性能:前瞻性地招募了208名患有259个甲状腺结节并计划接受外科手术的患者。所有参与者均接受了常规和 DCE-MRI 检查。分析了 DCE-MRI 定量参数[Ktrans、Kep、Ve]、半定量参数[洗入、洗出、达峰时间(TTP)、到达时间(AT)、峰值增强强度(PEI)和 60 秒内曲线下初始面积(iAUC)]和时间-强度曲线(TIC)类型。使用接收者操作特征曲线下面积(AUC)评估诊断性能的差异,并与德隆试验进行比较:结果:Ktrans、Kep、Ve、wash-in、wash-out、PEI 和 iAUC 在恶性结节和良性结节之间存在显著的统计学差异(P 结论:恶性结节和良性结节之间存在显著的统计学差异:使用基于 CS-VIBE 的 DCE-MRI 进行甲状腺检查是一种可行的无创方法,可用于鉴别甲状腺结节的良恶性和病理类型。
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来源期刊
Magnetic resonance imaging
Magnetic resonance imaging 医学-核医学
CiteScore
4.70
自引率
4.00%
发文量
194
审稿时长
83 days
期刊介绍: Magnetic Resonance Imaging (MRI) is the first international multidisciplinary journal encompassing physical, life, and clinical science investigations as they relate to the development and use of magnetic resonance imaging. MRI is dedicated to both basic research, technological innovation and applications, providing a single forum for communication among radiologists, physicists, chemists, biochemists, biologists, engineers, internists, pathologists, physiologists, computer scientists, and mathematicians.
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