压缩感知超快动态增强MRI鉴别软组织良恶性肿瘤的临床疗效。

IF 4.4 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
You Seon Song, In Sook Lee, Young Jin Choi, Jeung Il Kim, Kyung-Un Choi, Kangsoo Kim, Kyungeun Jang
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引用次数: 0

摘要

目的:评价基于压缩感知(CS)技术的超快动态对比增强(DCE)-MRI鉴别软组织良恶性肿瘤(STTs)的临床疗效,并探讨恶性STTs分级的相关因素。材料与方法:共165例患者(男性96例;平均年龄61岁),包括111例恶性stt和54例良性stt(根据2020年世卫组织分类),于2018年6月至2023年6月期间接受了CS的DCE-MRI检查。同时获得了与常规MRI相关的临床、定性和定量参数。在DCE-MRI早期动脉期后处理过程中,计算增强时间(TTE)、峰值时间(TTP)、60 s曲线下初始面积(iAUC60)和最大斜率。并测定DCE-MRI延迟动脉期参数Ktrans、Kep、Ve、iAUC值及时间-浓度曲线(TCC)类型。统计学分析临床及MRI参数,区分良恶性肿瘤及其与肿瘤分级的相关性。结果:经logistic回归分析,早期动脉期TTE值(P < 0.001)、延迟动脉期Ve值(P = 0.039)、iAUC值(P = 0.006)以及常规MRI年龄、部位、瘤周水肿、对比异质性对良恶性肿瘤的鉴别具有显著性(P = 0.001 ~ 0.015)。在所有定量参数中,TTE值的准确度最高,其在受试者工作特征曲线下的面积为0.902。恶性肿瘤的分级与肿瘤周围水肿有显著相关性;CE异质性;视觉扩散限制;最小和平均ADC;TTP、keep和Ve值;TCC图(均P < 0.05)。结论:在超快DCE-MRI获得的定量参数中,早期动脉期TTE对良恶性肿瘤的鉴别最准确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clinical Efficacy of Ultrafast Dynamic Contrast-Enhanced MRI Using Compressed Sensing in Distinguishing Benign and Malignant Soft-Tissue Tumors.

Objective: To evaluate the clinical efficacy of ultrafast dynamic contrast-enhanced (DCE)-MRI using a compressed sensing (CS) technique for differentiating benign and malignant soft-tissue tumors (STTs) and to evaluate the factors related to the grading of malignant STTs.

Materials and methods: A total of 165 patients (96 male; mean age, 61 years), comprising 111 with malignant STTs and 54 with benign STTs according to the 2020 WHO classification, underwent DCE-MRI with CS between June 2018 and June 2023. The clinical, qualitative, and quantitative parameters associated with conventional MRI were also obtained. During post-processing of the early arterial phase of DCE-MRI, the time-to-enhance (TTE), time-to-peak (TTP), initial area under the curve at 60 s (iAUC60), and maximum slope were calculated. Furthermore, the delayed arterial phase parameters of DCE-MRI, including Ktrans, Kep, Ve, and iAUC values and time-concentration curve (TCC) types, were determined. Clinical and MRI parameters were statistically analyzed to differentiate between benign and malignant tumors and their correlation with tumor grading.

Results: According to logistic regression analysis, the TTE value (P < 0.001) of the early arterial phase and Ve (P = 0.039) and iAUC (P = 0.006) values of the delayed arterial phase, as well as age, location, peritumoral edema, and contrast heterogeneity on conventional MRI, were significant (P = 0.001-0.015) in differentiating benign and malignant tumors. Among all the quantitative parameters, the TTE value had the highest accuracy, with an area under the receiver operating characteristic curve of 0.902. The grading of malignant tumors was significantly correlated with peritumoral edema; CE heterogeneity; visual diffusion restriction; minimum and mean ADC; TTP, Kep, and Ve values; and the TCC graph (all P < 0.05).

Conclusion: Among the quantitative parameters obtained using ultrafast DCE-MRI, early arterial phase TTE was the most accurate for distinguishing between benign and malignant tumors.

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来源期刊
Korean Journal of Radiology
Korean Journal of Radiology 医学-核医学
CiteScore
10.60
自引率
12.50%
发文量
141
审稿时长
1.3 months
期刊介绍: The inaugural issue of the Korean J Radiol came out in March 2000. Our journal aims to produce and propagate knowledge on radiologic imaging and related sciences. A unique feature of the articles published in the Journal will be their reflection of global trends in radiology combined with an East-Asian perspective. Geographic differences in disease prevalence will be reflected in the contents of papers, and this will serve to enrich our body of knowledge. World''s outstanding radiologists from many countries are serving as editorial board of our journal.
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