Evaluation of early regression index as response predictor in cervical cancer: A retrospective study on T2 and DWI MR images

医学 接收机工作特性 有效扩散系数 磁共振成像 磁共振弥散成像 核医学 宫颈癌 放射科 曲线下面积 放化疗 癌症 放射治疗 内科学
作者
Davide Cusumano,Leila Russo,Benedetta Gui,Rosa Autorino,Luca Boldrini,Luca D’Erme,Salvatore Persiani,Francesco Catucci,S. Broggi,Giulia Panza,A. Nardangeli,Maura Campitelli,Gabriella Ferrandina,G. Macchia,C. Fiorino,Vincenzo Valentini,Giovanni Scambia,Riccardo Manfredi,Maria Antonietta Gambacorta
出处
期刊:Radiotherapy and Oncology [Elsevier BV]
卷期号:174: 30-36 被引量:11
标识
DOI:10.1016/j.radonc.2022.07.001
摘要

Early Regression Index (ERITCP) is an image-based parameter based on tumor control probability modelling, that reported interesting results in predicting pathological complete response (pCR) after pre-operative chemoradiotherapy (CRT) in rectal cancer. This study aims to evaluate this parameter for Locally Advanced Cervical Cancer (LACC), considering not only T2-weighted but also diffusion-weighted (DW) Magnetic Resonance (MR) images, comparing it with other image-based parameters such as tumor volumes and apparent coefficient diffusion (ADC).A total of 88 patients affected by LACC (FIGO IB2-IVA) and treated with CRT were enrolled. An MRI protocol consisting in two acquisitions (T2-w and DWI) in two times (before treatment and at mid-therapy) was applied. Gross Tumor Volume (GTV) was delineated and ERITCP was calculated for both imaging modalities. Surgery was performed for each patient after nCRT: pCR was considered in case of absence of any residual tumor cells. The predictive performance of ERITCP, GTV volumes (calculated on T2-w and DW MR images) and ADC parameters were evaluated in terms of area (AUC) under the Receiver Operating Characteristic (ROC) curve considering pCR and two-years survival parameters as clinical outcomes.ERITCP and GTV volumes calculated on DW MR images (ERIDWI and Vmid_DWI) significantly predict pCR (AUC = 0.77 and 0.75 respectively) with results superior to those observed considering T2-w MR images or ADC parameters. Significance was also reported in the prediction of 2-years local control and disease free-survival.This study identified ERITCP and Vmid as good predictor of pCR in case of LACC, especially if calculated considering DWI. Using these indicators, it is possible to early identify not responders and modifying the treatment, accordingly.
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