Non-Gaussian model-based diffusion-weighted imaging of oral squamous cell carcinoma: associations with Ki-67 proliferation status

Non-Gaussian model-based diffusion-weighted imaging of oral squamous cell carcinoma: associations with Ki-67 proliferation status
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基于非高斯模型的口腔鳞状细胞癌扩散加权成像:与 Ki-67 增殖状态的关联

DOI:
10.1007/s11282-023-00682-x
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发表时间:
2023
期刊:
影响因子:
2.2
通讯作者:
Minowa Kazuyuki
Minowa Kazuyuki
中科院分区:
医学4区
文献类型:
--
作者:
Shima Tomoka;Fujima Noriyuki;Yamano Shigeru;Kameda Hiroyuki;Suzuka Masaaki;Takeuchi Akiko;Kinoshita Yurika;Iwai Nanami;Kudo Kohsuke;Minowa Kazuyuki

文献摘要

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ObjectivesTo探讨口腔鳞状细胞癌(OSCC)患者非高斯模型拟合的弥散加权成像(DWI)参数与Ki-67状态之间的可能相关性。使用6个b值(0-2500)进行DWI。采用4种扩散拟合模型计算扩散相关参数峰度值(K)、峰度校正扩散系数(DK)、扩散异质性(α)、分布扩散系数(DDC)、慢扩散系数(Dslow)和表观扩散系数(ADC)。Ki-67状态分为低(Ki-67百分比评分< 20%)、中(20-50%)或高(> 50%)。对各非高斯扩散模型参数与Ki-67分级进行Kruskal-Wallis检验。在Ki-67状态的三个水平之间(K、ADC、Dk、DDC和Dslow)显示统计学显著差异(K:p= 0.020,ADC:p= 0.012,Dk:p= 0.027,DDC:p= 0.007和Dslow:p= 0.026)。结论几个非高斯扩散模型参数和ADC值与Ki-67显著相关。67状态,并有潜力作为有前途的预后生物标志物在口腔鳞癌患者。
ObjectivesTo investigate possible associations between diffusion-weighted imaging (DWI) parameters derived from a non-Gaussian model fitting and Ki-67 status in patients with oral squamous cell carcinoma (OSCC).MethodsTwenty-four patients with newly diagnosed OSCC were prospectively recruited. DWI was performed using sixb-values (0–2500). The diffusion-related parameters of kurtosis value (K), kurtosis-corrected diffusion coefficient (DK), diffusion heterogeneity (α), distributed diffusion coefficient (DDC), slow diffusion coefficient (Dslow), and apparent diffusion coefficient (ADC) were calculated from four diffusion fitting models. Ki-67 status was categorized as low (Ki-67 percentage score < 20%), middle (20–50%), or high (> 50%). Kruskal–Wallis tests were performed between each non-Gaussian diffusion model parameters and Ki-67 grade.ResultsThe Kruskal–Wallis tests revealed that multiple parameters (K, ADC, Dk, DDC and Dslow) showed statistically significant differences between the three levels of Ki-67 status (K:p= 0.020, ADC:p= 0.012, Dk:p= 0.027, DDC:p= 0.007 and Dslow:p= 0.026).ConclusionsSeveral non-Gaussian diffusion model parameters and ADC values were significantly associated with Ki-67 status and have potential as promising prognostic biomarkers in patients with OSCC.