Assessing response to neo-adjuvant therapy in locally advanced rectal cancer using Intra-voxel Incoherent Motion modelling by DWI data and Standardized Index of Shape from DCE-MRI

Author:

Petrillo Antonella1,Fusco Roberta2,Granata Vincenza1,Filice Salvatore1,Sansone Mario3,Rega Daniela4,Delrio Paolo4,Bianco Francesco4,Romano Giovanni Maria4,Tatangelo Fabiana5,Avallone Antonio6,Pecori Biagio7

Affiliation:

1. Radiology Unit, ‘Istituto Nazionale Tumori, IRCCS, Fondazione G Pascale’, Naples, Italy

2. Radiology Unit, ‘Istituto Nazionale Tumori, IRCCS, Fondazione G Pascale’, Via Mariano Semmola, Naples 80131, Italy

3. Department of Electrical Engineering and Information Technologies, University ‘Federico II’ of Naples, Naples, Italy

4. Gastrointestinal Surgical Oncology Unit, ‘Istituto Nazionale Tumori, IRCCS, Fondazione G Pascale’, Naples, Italy

5. Diagnostic Pathology Unit, ‘Istituto Nazionale Tumori, IRCCS, Fondazione G Pascale’, Naples, Italy

6. Gastrointestinal Medical Oncology Unit, ‘Istituto Nazionale Tumori, IRCCS, Fondazione G Pascale’, Naples, Italy

7. Radiotherapy Unit, ‘Istituto Nazionale Tumori, IRCCS, Fondazione G Pascale’, Naples, Italy

Abstract

Background: Our aim was to investigate preoperative chemoradiation therapy (pCRT) response in locally advanced rectal cancer (LARC) comparing standardized index of shape (SIS) obtained from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) with intravoxel-incoherent-motion-modelling-derived parameters by diffusion-weighted imaging (DWI). Materials and methods: Eighty-eight patients with LARC were subjected to MRI before and after pCRT. Apparent diffusion coefficient (ADC), tissue diffusion (Dt), pseudodiffusion (Dp) and perfusion fraction (f) were calculated and percentage changes ∆ADC, ∆Dt, ∆Dp, ∆f were computed. SIS was derived comparing DCE-MRI pre- and post-pCRT. Nonparametric tests and receiver operating characteristic (ROC) curves were performed. Results: A total of 52 patients were classified as responders (tumour regression grade; TRG ⩽ 2) and 36 as not-responders (TRG > 3). Mann–Whitney U test showed statistically significant differences in SIS, ∆ADC and ∆Dt between responders and not-responders and between complete responders (19 patients with TRG = 1) versus incomplete responders. The best parameters to discriminate responders by nonresponders were SIS and ∆ADC, with an accuracy of 91% and 82% (cutoffs of −5.2% and 18.7%, respectively); the best parameters to detect pathological complete responders were SIS, ∆f and ∆Dp with an accuracy of 78% (cutoffs of 38.5%, 60.0% and 83.0%, respectively). No increase of performance was observed by combining linearly each possible couple of parameters or combining all parameters. Conclusion: SIS allows assessment of preoperative treatment response with high accuracy guiding the surgeon versus more or less conservative treatment. DWI-derived parameters reached less accuracy compared with SIS and combining linearly DCE- and DWI-derived parameters; no increase of accuracy was obtained.

Publisher

SAGE Publications

Subject

Oncology

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3