Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer

PURPOSE: To investigate the feasibility of using apparent diffusion coefficient (ADC) to assesspathological treatment response in pancreatic ductal adenocarcinoma (PDAC) following neoadjuvant chemoradiation (nCR). MATERIALS/METHODS: MRI and pathological data collected for 25patients with resectable...

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Main Authors: Entesar Dalah, Beth Erickson, Kiyoko Oshima, Diane Schott, William A. Hall, Eric Paulson, An Tai, Paul Knechtges, X. Allen Li
Format: Article
Language:English
Published: Elsevier 2018-04-01
Series:Translational Oncology
Online Access:http://www.sciencedirect.com/science/article/pii/S1936523317304370
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spelling doaj-7d49f4cb66974482969b7b33bede43032020-11-24T20:52:40ZengElsevierTranslational Oncology1936-52332018-04-01112391398Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic CancerEntesar Dalah0Beth Erickson1Kiyoko Oshima2Diane Schott3William A. Hall4Eric Paulson5An Tai6Paul Knechtges7X. Allen Li8Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA; Department of Medical Diagnostic Imaging, College of Health Science, University of Sharjah, UAEDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Pathology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA; Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Radiology, Medical College of Wisconsin, Milwaukee, WI, USADepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA; Address all correspondence to: X. Allen Li, PhD, Department of Radiation Oncology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226.PURPOSE: To investigate the feasibility of using apparent diffusion coefficient (ADC) to assesspathological treatment response in pancreatic ductal adenocarcinoma (PDAC) following neoadjuvant chemoradiation (nCR). MATERIALS/METHODS: MRI and pathological data collected for 25patients with resectable and borderline resectable PDAC following nCR were retrospectively analyzed. Pre- and post-nCR mean ADC values in the tumors were compared using Wilcoxon matched pairs test. Correlation of pathological treatment response and ADC values was assessed using Pearson’s correlation coefficient test and receiver-operating-curve (ROC) analysis. RESULTS: The average mean and standard deviation (SD) of the ADC values for all the patients analyzed were significantly higher in post-nCR (1.667±0.161×10-3) compared with those prior to nCR (1.395±0.136×10-3 mm2/sec), (P<0.05). The mean ADC values after nCR were significantly correlated with the pathological responses (r=-0.5172); P=0.02. The area under the curve (AUC) of the ADC values for differentiating G1, G2 and G3 pathological responses, using ROC analysis, was found to be 0.6310 and P=0.03. CONCLUSION: Changes of pre- and post-treatment ADC values significantly correlated with pathological treatment response for PDAC patients treated with chemoradiation therapy, indicating that the ADC could be used to assesstreatment response for PDAC.http://www.sciencedirect.com/science/article/pii/S1936523317304370
collection DOAJ
language English
format Article
sources DOAJ
author Entesar Dalah
Beth Erickson
Kiyoko Oshima
Diane Schott
William A. Hall
Eric Paulson
An Tai
Paul Knechtges
X. Allen Li
spellingShingle Entesar Dalah
Beth Erickson
Kiyoko Oshima
Diane Schott
William A. Hall
Eric Paulson
An Tai
Paul Knechtges
X. Allen Li
Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer
Translational Oncology
author_facet Entesar Dalah
Beth Erickson
Kiyoko Oshima
Diane Schott
William A. Hall
Eric Paulson
An Tai
Paul Knechtges
X. Allen Li
author_sort Entesar Dalah
title Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer
title_short Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer
title_full Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer
title_fullStr Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer
title_full_unstemmed Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer
title_sort correlation of adc with pathological treatment response for radiation therapy of pancreatic cancer
publisher Elsevier
series Translational Oncology
issn 1936-5233
publishDate 2018-04-01
description PURPOSE: To investigate the feasibility of using apparent diffusion coefficient (ADC) to assesspathological treatment response in pancreatic ductal adenocarcinoma (PDAC) following neoadjuvant chemoradiation (nCR). MATERIALS/METHODS: MRI and pathological data collected for 25patients with resectable and borderline resectable PDAC following nCR were retrospectively analyzed. Pre- and post-nCR mean ADC values in the tumors were compared using Wilcoxon matched pairs test. Correlation of pathological treatment response and ADC values was assessed using Pearson’s correlation coefficient test and receiver-operating-curve (ROC) analysis. RESULTS: The average mean and standard deviation (SD) of the ADC values for all the patients analyzed were significantly higher in post-nCR (1.667±0.161×10-3) compared with those prior to nCR (1.395±0.136×10-3 mm2/sec), (P<0.05). The mean ADC values after nCR were significantly correlated with the pathological responses (r=-0.5172); P=0.02. The area under the curve (AUC) of the ADC values for differentiating G1, G2 and G3 pathological responses, using ROC analysis, was found to be 0.6310 and P=0.03. CONCLUSION: Changes of pre- and post-treatment ADC values significantly correlated with pathological treatment response for PDAC patients treated with chemoradiation therapy, indicating that the ADC could be used to assesstreatment response for PDAC.
url http://www.sciencedirect.com/science/article/pii/S1936523317304370
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