Diffusion Weighted and Dynamic Contrast-Enhanced MRI as a Predictor of Treatment Response in Head and Neck Cancer to Chemoradiotherapy: The Role of Early Intratreatment Scanning

M. Garbajs, P. Strojan, K. Surlan-Popovic
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Abstract

Background: In locoregionally advanced Head and Neck Squamous Cell Carcinoma (HNSCC), intra-treatment scanning early during the course of Concomitant Chemoradiotherapy (CRT) with advanced functional Magnetic Resonance Imaging (MRI) could potentially allow for modification of treatment to maximize the chance of favourable outcome. The aim of this prospective study was to assess the predictive value of parameters derived from Dynamic Contrast-Enhanced (DCE) and Diffusion Weighted (DW) MRI for treatment response early during the course of CRT in patients with HNSCC.Methods: MRI scans were performed in 20 patients with locoregionally advanced HNSCC at baseline, after 10 Grays (Gy) and 40 Gy of CRT. DW and DCE derived parameters as well as the volumes were measured from primary tumours and lymph nodes. Tumour kinetic parameters (volume transfer constant (Ktrans), extracellular extravascular volume fraction (ve) and plasma volume fraction (Vp)) were assessed using the extended Tofts model. Relative changes in studied parameters from baseline to 10 Gy and 40 Gy were calculated. Factors predictive for treatment response were identified by the Firth logistic regression. Spearman’s rank correlation coefficient was used to investigate correlations among the parameters.Results: Responders showed a significant decrease in Ktrans after 10 Gy (median, -50.2 %; range, -25.1 to -90.9 %; P = 0.047). In addition, decreased ve after 10 Gy (median, -26.9%; range -76.7 to -126.8%) and increased apparent diffusion coefficient (ADC) after 40 Gy (median, 73.4%; range, 17.8 - 121.6%) were borderline significant (P=0.066 and P=0.079, respectively). Positive correlation between Ktrans and ve after 10 Gy (r = 0.823, P <0.05) was noticed.Conclusion: In HNSCC, early changes in DCE- and DWI-MRI derived parameters appear to predict tumour response before the actual morphologic changes occur.
弥散加权和动态增强MRI作为头颈癌放化疗治疗反应的预测指标:早期治疗内扫描的作用
背景:在局部晚期头颈部鳞状细胞癌(HNSCC)中,在联合放化疗(CRT)过程中的早期治疗内扫描与先进的功能磁共振成像(MRI)可能允许修改治疗,以最大限度地提高良好结果的机会。这项前瞻性研究的目的是评估动态对比增强(DCE)和扩散加权(DW) MRI得出的参数对HNSCC患者在CRT过程中早期治疗反应的预测价值。方法:对20例局部进展期HNSCC患者在基线、10 Gy (Gy)和40 Gy CRT后进行MRI扫描。DW和DCE衍生参数以及体积从原发性肿瘤和淋巴结测量。肿瘤动力学参数(体积传递常数(Ktrans)、细胞外血管外体积分数(ve)和血浆体积分数(Vp))使用扩展的Tofts模型进行评估。计算研究参数从基线到10 Gy和40 Gy的相对变化。通过Firth logistic回归确定治疗反应的预测因素。采用Spearman等级相关系数考察各参数之间的相关性。结果:应答者在10 Gy后Ktrans显著下降(中位数为- 50.2%;范围:- 25.1%至- 90.9%;P = 0.047)。此外,在10 Gy后下降了v(中位数,-26.9%;-76.7 ~ -126.8%), 40 Gy后表观扩散系数(ADC)增加(中位数,73.4%;范围(17.8 ~ 121.6%)为临界显著(P=0.066和P=0.079)。10 Gy后Ktrans与ve呈正相关(r = 0.823, P <0.05)。结论:在HNSCC中,DCE-和DWI-MRI衍生参数的早期变化似乎可以在实际形态学变化发生之前预测肿瘤反应。
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