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Functional MRI for quantitative treatment response prediction in locally advanced rectal cancer

机译:功能性MRI用于局部晚期直肠癌的定量治疗反应预测

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摘要

Despite advances in multimodality treatment strategies for locally advanced rectal cancer and improvements in locoregional control, there is still a considerable variation in response to neoadjuvant chemoradiotherapy (CRT). Accurate prediction of response to neoadjuvant CRT would enable early stratification of management according to good responders and poor responders, in order to adapt treatment to improve therapeutic outcomes in rectal cancer. Clinical studies in diffusion-weighted imaging (DWI) and dynamic contrast-enhanced (DCE) MRI have shown promising results for the prediction of therapeutic response in rectal cancer. DWI allows for assessment of tumour cellularity. DCE-MRI enables evaluation of factors of the tumour microvascular environment and changes in perfusion in response to treatment. Studies have demonstrated that predictors of good response to CRT include lower tumour pre-CRT apparent diffusion coefficient (ADC), greater percentage increase in ADC during and post CRT, and higher pre-CRT Ktrans. However, the mean ADC and Ktrans values do not adequately reflect tumour heterogeneity. Multiparametric MRI using quantitative DWI and DCE-MRI in combination, and a histogram analysis technique can assess tumour heterogeneity and its response to treatment. This strategy has the potential to improve the accuracy of therapeutic response prediction in rectal cancer and warrants further investigation.
机译:尽管局部晚期直肠癌的多模式治疗策略取得了进展,局部区域控制得到了改善,但对新辅助放化疗的反应仍存在相当大的差异。准确预测对新辅助CRT的反应将有助于根据良好的反应者和较差的反应者对治疗进行早期分层,以适应治疗以改善直肠癌的治疗结果。弥散加权成像(DWI)和动态对比增强(DCE)MRI的临床研究显示,预测直肠癌治疗反应的结果令人鼓舞。 DWI允许评估肿瘤细胞。 DCE-MRI能够评估肿瘤微血管环境的因素以及对治疗的灌注变化。研究表明,对CRT反应良好的预测因素包括较低的CRT前肿瘤表观扩散系数(ADC),在CRT期间和之后ADC的百分比增加更大以及CRT前K trans 较高。但是,平均ADC和K trans 值不能充分反映肿瘤的异质性。结合使用定量DWI和DCE-MRI的多参数MRI,以及直方图分析技术,可以评估肿瘤的异质性及其对治疗的反应。该策略具有提高直肠癌治疗反应预测准确性的潜力,值得进一步研究。

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