Cargando…
MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report
To evaluate MRI for neoadjuvant therapy response assessment in locally advanced rectal cancer (LARC) using dynamic contrast enhanced-MRI (DCE-MRI) and diffusion weighted imaging (DWI), we have compared magnetic resonance volumetry based on DCE-MRI (V(DCE)) and on DWI (V(DWI)) scans with conventional...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4564611/ https://www.ncbi.nlm.nih.gov/pubmed/26413528 http://dx.doi.org/10.1155/2015/514740 |
_version_ | 1782389463115104256 |
---|---|
author | Petrillo, Mario Fusco, Roberta Catalano, Orlando Sansone, Mario Avallone, Antonio Delrio, Paolo Pecori, Biagio Tatangelo, Fabiana Petrillo, Antonella |
author_facet | Petrillo, Mario Fusco, Roberta Catalano, Orlando Sansone, Mario Avallone, Antonio Delrio, Paolo Pecori, Biagio Tatangelo, Fabiana Petrillo, Antonella |
author_sort | Petrillo, Mario |
collection | PubMed |
description | To evaluate MRI for neoadjuvant therapy response assessment in locally advanced rectal cancer (LARC) using dynamic contrast enhanced-MRI (DCE-MRI) and diffusion weighted imaging (DWI), we have compared magnetic resonance volumetry based on DCE-MRI (V(DCE)) and on DWI (V(DWI)) scans with conventional T2-weighted volumetry (V(C)) in LARC patients after neoadjuvant therapy. Twenty-nine patients with LARC underwent MR examination before and after neoadjuvant therapy. A manual segmentation was performed on DCE-MR postcontrast images, on DWI (b-value 800 s/mm(2)), and on conventional T2-weighted images by two radiologists. DCE-MRI, DWI, and T2-weigthed volumetric changes before and after treatment were evaluated. Nonparametric sample tests, interobserver agreement, and receiver operating characteristic curve (ROC) were performed. Diagnostic performance linked to DCE-MRI volumetric change was superior to T2-w and DW-MRI volumetric changes performance (specificity 86%, sensitivity 93%, and accuracy 93%). Area Under ROC (AUC) of V(DCE) was greater than AUCs of V(C) and V(DWI) resulting in an increase of 15.6% and 11.1%, respectively. Interobserver agreement between two radiologists was 0.977, 0.864, and 0.756 for V(C), V(DCE), and V(DWI), respectively. V(DCE) seems to be a promising tool for therapy response assessment in LARC. Further studies on large series of patients are needed to refine technique and evaluate its potential value. |
format | Online Article Text |
id | pubmed-4564611 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-45646112015-09-27 MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report Petrillo, Mario Fusco, Roberta Catalano, Orlando Sansone, Mario Avallone, Antonio Delrio, Paolo Pecori, Biagio Tatangelo, Fabiana Petrillo, Antonella Biomed Res Int Clinical Study To evaluate MRI for neoadjuvant therapy response assessment in locally advanced rectal cancer (LARC) using dynamic contrast enhanced-MRI (DCE-MRI) and diffusion weighted imaging (DWI), we have compared magnetic resonance volumetry based on DCE-MRI (V(DCE)) and on DWI (V(DWI)) scans with conventional T2-weighted volumetry (V(C)) in LARC patients after neoadjuvant therapy. Twenty-nine patients with LARC underwent MR examination before and after neoadjuvant therapy. A manual segmentation was performed on DCE-MR postcontrast images, on DWI (b-value 800 s/mm(2)), and on conventional T2-weighted images by two radiologists. DCE-MRI, DWI, and T2-weigthed volumetric changes before and after treatment were evaluated. Nonparametric sample tests, interobserver agreement, and receiver operating characteristic curve (ROC) were performed. Diagnostic performance linked to DCE-MRI volumetric change was superior to T2-w and DW-MRI volumetric changes performance (specificity 86%, sensitivity 93%, and accuracy 93%). Area Under ROC (AUC) of V(DCE) was greater than AUCs of V(C) and V(DWI) resulting in an increase of 15.6% and 11.1%, respectively. Interobserver agreement between two radiologists was 0.977, 0.864, and 0.756 for V(C), V(DCE), and V(DWI), respectively. V(DCE) seems to be a promising tool for therapy response assessment in LARC. Further studies on large series of patients are needed to refine technique and evaluate its potential value. Hindawi Publishing Corporation 2015 2015-08-27 /pmc/articles/PMC4564611/ /pubmed/26413528 http://dx.doi.org/10.1155/2015/514740 Text en Copyright © 2015 Mario Petrillo et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Study Petrillo, Mario Fusco, Roberta Catalano, Orlando Sansone, Mario Avallone, Antonio Delrio, Paolo Pecori, Biagio Tatangelo, Fabiana Petrillo, Antonella MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report |
title | MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report |
title_full | MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report |
title_fullStr | MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report |
title_full_unstemmed | MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report |
title_short | MRI for Assessing Response to Neoadjuvant Therapy in Locally Advanced Rectal Cancer Using DCE-MR and DW-MR Data Sets: A Preliminary Report |
title_sort | mri for assessing response to neoadjuvant therapy in locally advanced rectal cancer using dce-mr and dw-mr data sets: a preliminary report |
topic | Clinical Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4564611/ https://www.ncbi.nlm.nih.gov/pubmed/26413528 http://dx.doi.org/10.1155/2015/514740 |
work_keys_str_mv | AT petrillomario mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT fuscoroberta mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT catalanoorlando mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT sansonemario mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT avalloneantonio mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT delriopaolo mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT pecoribiagio mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT tatangelofabiana mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport AT petrilloantonella mriforassessingresponsetoneoadjuvanttherapyinlocallyadvancedrectalcancerusingdcemranddwmrdatasetsapreliminaryreport |