Department of Radiology, The Second Hospital, Dalian Medical University, Shahekou, Dalian, PR China.
Acta Radiol. 2022 Jun;63(6):785-793. doi: 10.1177/02841851211017511. Epub 2021 May 17.
It is difficult for conventional magnetic resonance imaging (MRI) to distinguish benign soft-tissue masses (STMs) from malignant masses.
To quantitatively compare the diagnostic value of intravoxel incoherent motion (IVIM) and diffusion kurtosis imaging (DKI) in STMs.
The data from 58 patients with STMs were retrospectively analyzed. The GE Discovery 3.0-T MRI scanner was used to acquire conventional MRI sequences, IVIM, and DKI images. The chi-square test, independent sample t-test, and Mann-Whitney U tests were used to compare the differences between conventional MRI features, IVIM, and DKI parameters (D, D, f, mean kurtosis [MK], and mean diffusivity [MD]) between the benign and malignant groups. Receiver-operating characteristic (ROC) curve analysis was also performed.
Tumor size and depth are statistically different in STTs. Ds, MK, and MD values in the malignant groups are significantly lower than the benign groups ( < 0.05). However, D and f values are not statistically different between the two groups. The area under the curve (AUC) of D value (0.859) is higher than MD (0.765) and MK (0.676) values for identifying benign and malignant STMs. The D value showed the best specificity (82.93%). The sensitivity and specificity of IVIM and DKI parameters are higher than that of conventional MRI sequences.
IVIM and DKI can be used to distinguish between benign and malignant STMs, with D as the most meaningful parameter.
常规磁共振成像(MRI)难以区分良性软组织肿块(STM)与恶性肿块。
定量比较体素内不相干运动(IVIM)和扩散峰度成像(DKI)在 STM 中的诊断价值。
回顾性分析 58 例 STM 患者的数据。采用 GE Discovery 3.0-T MRI 扫描仪采集常规 MRI 序列、IVIM 和 DKI 图像。采用卡方检验、独立样本 t 检验和曼-惠特尼 U 检验比较良恶性组之间常规 MRI 特征、IVIM 和 DKI 参数(D、D*、f、平均峰度[MK]和平均弥散系数[MD])的差异。还进行了受试者工作特征(ROC)曲线分析。
STM 中的肿瘤大小和深度存在统计学差异。恶性组的 Ds、MK 和 MD 值明显低于良性组( < 0.05)。然而,两组间 D 和 f 值无统计学差异。D 值的曲线下面积(AUC)(0.859)高于 MD(0.765)和 MK(0.676)值,用于识别良性和恶性 STM。D 值显示出最佳的特异性(82.93%)。IVIM 和 DKI 参数的敏感性和特异性均高于常规 MRI 序列。
IVIM 和 DKI 可用于区分良性和恶性 STM,D 为最有意义的参数。