Comprehensive Cancer Imaging Centre, Imperial College London, Hammersmith Hospital, London, UK.
Phys Med Biol. 2013 Jan 21;58(2):187-203. doi: 10.1088/0031-9155/58/2/187. Epub 2012 Dec 21.
Intra-tumour heterogeneity is a characteristic shared by all cancers. We explored the use of texture variables derived from images of [(18)F]fluorothymidine-positron emission tomography (FLT-PET), thus notionally assessing the heterogeneity of proliferation in individual tumours. Our aims were to study the range of textural feature values across tissue types, verify the repeatability of these image descriptors and further, to explore associations with clinical response to chemotherapy in breast cancer patients. The repeatability of 28 textural descriptors was assessed in patients who had two FLT-PET scans prior to therapy using relative differences and the intra-class correlation coefficient (ICC). We tested associations between features at baseline and clinical response measured in 11 patients after three cycles of chemotherapy, and explored changes in FLT-PET at one week after the start of therapy. A subset of eight features was characterized by low variations at baseline (<±30%) and high repeatability (0.7 ≤ ICC ≤ 1). The intensity distribution profile suggested fewer highly proliferating cells in lesions of non-responders compared to responders at baseline. A true increase in CV and homogeneity was measured in four out of six responders one week after the start of therapy. A number of textural features derived from FLT-PET are altered following chemotherapy in breast cancer, and should be evaluated in larger clinical trials for clinical relevance.
肿瘤内异质性是所有癌症共有的特征。我们探讨了从 [(18)F]氟代胸苷正电子发射断层扫描(FLT-PET)图像中提取的纹理变量的用途,从而对肿瘤内增殖的异质性进行概念性评估。我们的目的是研究不同组织类型的纹理特征值范围,验证这些图像描述符的可重复性,并进一步探讨其与乳腺癌患者化疗临床反应的相关性。在治疗前,对 28 名患者进行了两次 FLT-PET 扫描,通过相对差异和组内相关系数(ICC)评估了 28 个纹理描述符的重复性。我们测试了基线时的特征与 11 名患者接受三个化疗周期后的临床反应之间的相关性,并在治疗开始后一周探索了 FLT-PET 的变化。基线时(<±30%)变化较小且重复性高(0.7≤ICC≤1)的 8 个特征子集。与响应者相比,基线时非响应者的病变中高度增殖的细胞数量较少。在开始治疗一周后,6 名应答者中有 4 名的 CV 和均匀性有明显增加。在乳腺癌中,FLT-PET 衍生的许多纹理特征在化疗后发生改变,应该在更大的临床试验中评估其临床相关性。