Enhancing Parametrial Invasion Assessment in Cervical Squamous Cell Carcinoma: The Collaborative Impact of Diffusion Kurtosis Imaging & T2-Weighted Imaging, Exploring Tumor Core & 5-mm Peritumoral Tissue

参数 医学 峰度 磁共振成像 核医学 子宫颈 放射科 磁共振弥散成像 宫颈癌 宫颈癌 内科学 癌症 统计 数学
作者
Xinyue Chen,Yushan Huang,Minglong Cai,Shaoliang Tang,Ziying Wang,Sang Li,Fangmin Shen,Zheng Xiang
出处
期刊:British Journal of Radiology [Wiley]
标识
DOI:10.1093/bjr/tqaf100
摘要

Abstract Objective To evaluate the efficacy of magnetic resonance diffusion kurtosis imaging (DKI) combined with MRI T2-weighted imaging (T2WI) in assessing parametrial invasion in cervical squamous cell carcinoma. Methods 30 patients with cervical cancer underwent routine MRI and DKI scans. DKI parameters (Mean Diffusivity [MD], Mean Kurtosis [MK], Fractional Anisotropy [FA] and Kurtosis Anisotropy [KA]) were measured in the tumor parenchyma and surrounding 5 mm tissue. The integrity of the low-signal ring around the cervix on T2WI was recorded. LASSO regression identified optimal DKI parameters and ROC curves compared the diagnostic performance of each parameter and T2WI. Results Compared to the non-parametrial infiltration group (NPI), the parametrial infiltration group (PI) had higher values of MKT, KAT and KAP (P = 0.018, 0.008, 0.042), while MDT was higher in NPI (P = 0.038). LASSO regression showed strong correlations between MKT, KAT and KAP with PI. ROC analysis revealed the AUC, sensitivity, and specificity for MKT, KAT, and KAP were 0.765, 0.706, 0.846; 0.778, 0.882, 0.615; and 0.719, 0.529, 0.923, respectively. Combining T2WI with DKI (MKT+T2WI, KAT+T2WI, KAP+T2WI) improved AUCs to 0.846, 0.828, and 0.774. MKT+KAP and KAT+KAP yielded AUCs of 0.792 and 0.787, with sensitivity of 0.706 and specificity of 0.846. Conclusion DKI parameters (tumor MK, KA, and peritumoral KA) are valuable for assessing parametrial invasion. Combining tumor and peritumoral parameters, along with T2WI, enhances diagnostic accuracy. Advances in Knowledge This study presented an approach that combined DKI parameters with T2WI, integrating tumor and peritumoral parameter analysis to enhance the accuracy of assessing parametrial invasion.
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