4.7 Article

Quantitative imaging outperforms molecular markers when predicting response to chemoradiotherapy for rectal cancer

期刊

RADIOTHERAPY AND ONCOLOGY
卷 124, 期 1, 页码 104-109

出版社

ELSEVIER IRELAND LTD
DOI: 10.1016/j.radonc.2017.06.013

关键词

Rectal cancer; Chemoradiotherapy; Response prediction; Imaging; Molecular markers

资金

  1. Belgian Government Agency for Innovation by Science and Technology (IWT)

向作者/读者索取更多资源

Background and purpose: To explore the integration of imaging and molecular data for response prediction to chemoradiotherapy (CRT) for rectal cancer. Material and methods: Eighty-five rectal cancer patients underwent preoperative CRT. F-18-FDG PET/CT and diffusion-weighted imaging (DWI) were acquired before (TP1) and during CRT (TP2) and prior to surgery (TP3). Inflammatory cytokines and gene expression were analysed. Tumour response was defined as ypT0-1N0. Multivariate models were built combining the obtained parameters. Final models were calculated on the data combination with the highest AUC. Results: Twenty-two patients (26%) achieved ypT0-1N0 response. F-18-FDG PET/CT had worse predictive performance than DWI and T2-volumetry (AUC 0.61 +/- 0.04, 0.72 +/- 0.03, and 0.72 +/- 0.02, respectively). Combining all imaging parameters increased the AUC to 0.81 +/- 0.03. Adding cytokines or gene expression did not improve the AUC (AUC of 0.72 +/- 0.06 and 0.79 +/- 0.04 respectively). Final models combining F-18-FOG PET/CT, DWI, and T2-weighted volumetry at all TPs and using only TP1 and TP3, allowed ypT0-1N0 prediction with a 75% sensitivity, 94% specificity and PPV of 80%. Conclusions: Combining 18F-FDG PET/CT, DWI, and T2-weighted MRI volumetry obtained before CRT and prior to surgery may help physicians in selecting rectal cancer patients for organ-preservation. 2017 Elsevier B.V. All rights reserved.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据