A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer

PURPOSE: In the current study we examined the ability of diffusion MRI (dMRI) to predict pathologic response in pancreatic cancer patients receiving neoadjuvant chemoradiation. METHODS: We performed a prospective pilot study of dMRI in patients with resectable pancreatic cancer. Patients underwent d...

Full description

Bibliographic Details
Main Authors: Kyle C. Cuneo, Thomas L. Chenevert, Edgar Ben-Josef, Mary U. Feng, Joel K. Greenson, Hero K. Hussain, Diane M. Simeone, Matthew J. Schipper, Michelle A. Anderson, Mark M. Zalupski, Mahmoud Al-Hawary, Craig J. Galban, Alnawaz Rehemtulla, Felix Y. Feng, Theodore S. Lawrence, Brian D. Ross
Format: Article
Language:English
Published: Elsevier 2014-10-01
Series:Translational Oncology
Online Access:http://www.sciencedirect.com/science/article/pii/S1936523314000783
id doaj-619da22ab2ca4b64a22ab6a6767a24fa
record_format Article
spelling doaj-619da22ab2ca4b64a22ab6a6767a24fa2020-11-24T21:16:01ZengElsevierTranslational Oncology1936-52331944-71242014-10-017564464910.1016/j.tranon.2014.07.005A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic CancerKyle C. Cuneo0Thomas L. Chenevert1Edgar Ben-Josef2Mary U. Feng3Joel K. Greenson4Hero K. Hussain5Diane M. Simeone6Matthew J. Schipper7Michelle A. Anderson8Mark M. Zalupski9Mahmoud Al-Hawary10Craig J. Galban11Alnawaz Rehemtulla12Felix Y. Feng13Theodore S. Lawrence14Brian D. Ross15Department of Radiation Oncology, University of Michigan, Ann Arbor, MIDepartment of Radiology, University of Michigan, Ann Arbor, MIDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MIDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MIDepartment of Pathology, University of Michigan, Ann Arbor, MIDepartment of Radiology, University of Michigan, Ann Arbor, MIDepartment of Surgery, University of Michigan, Ann Arbor, MIDepartment of Statistics, University of Michigan, Ann Arbor, MIDepartment of Medicine-Gastroenterology, University of Michigan, Ann Arbor, MIDepartment of Medicine-Oncology, University of Michigan, Ann Arbor, MIDepartment of Radiology, University of Michigan, Ann Arbor, MIDepartment of Radiology, University of Michigan, Ann Arbor, MIDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MIDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MIDepartment of Radiation Oncology, University of Michigan, Ann Arbor, MIDepartment of Radiology, University of Michigan, Ann Arbor, MIPURPOSE: In the current study we examined the ability of diffusion MRI (dMRI) to predict pathologic response in pancreatic cancer patients receiving neoadjuvant chemoradiation. METHODS: We performed a prospective pilot study of dMRI in patients with resectable pancreatic cancer. Patients underwent dMRI prior to neoadjuvant chemoradiation. Surgical specimens were graded according to the percent tumor cell destruction. Apparent diffusion coefficient (ADC) maps were used to generate whole-tumor derived ADC histogram distributions and mean ADC values. The primary objective of the study was to correlate ADC parameters with pathologic and CT response. RESULTS: Ten of the 12 patients enrolled on the study completed chemoradiation and had surgery. Three were found to be unresectable at the time of surgery and no specimen was obtained. Out of the 7 patients who underwent pancreaticoduodenectomy, 3 had a grade III histopathologic response (>90% tumor cell destruction), 2 had a grade IIB response (51% to 90% tumor cell destruction), 1 had a grade IIA response (11% to 50% tumor cell destruction), and 1 had a grade I response (>90% viable tumor). Median survival for patients with a grade III response, grade I-II response, and unresectable disease were 25.6, 18.7, and 6.1 months, respectively. There was a significant correlation between pre-treatment mean tumor ADC values and the amount of tumor cell destruction after chemoradiation with a Pearson correlation coefficient of 0.94 (P = .001). Mean pre-treatment ADC was 161 × 10−5 mm2/s (n = 3) in responding patients (>90% tumor cell destruction) compared to 125 × 10−5 mm2/s (n = 4) in non-responding patients (>10% viable tumor). CT imaging showed no significant change in tumor size in responders or non-responders. CONCLUSIONS: dMRI may be useful to predict response to chemoradiation in pancreatic cancer. In our study, tumors with a low ADC mean value at baseline responded poorly to standard chemoradiation and would be candidates for intensified therapy.http://www.sciencedirect.com/science/article/pii/S1936523314000783
collection DOAJ
language English
format Article
sources DOAJ
author Kyle C. Cuneo
Thomas L. Chenevert
Edgar Ben-Josef
Mary U. Feng
Joel K. Greenson
Hero K. Hussain
Diane M. Simeone
Matthew J. Schipper
Michelle A. Anderson
Mark M. Zalupski
Mahmoud Al-Hawary
Craig J. Galban
Alnawaz Rehemtulla
Felix Y. Feng
Theodore S. Lawrence
Brian D. Ross
spellingShingle Kyle C. Cuneo
Thomas L. Chenevert
Edgar Ben-Josef
Mary U. Feng
Joel K. Greenson
Hero K. Hussain
Diane M. Simeone
Matthew J. Schipper
Michelle A. Anderson
Mark M. Zalupski
Mahmoud Al-Hawary
Craig J. Galban
Alnawaz Rehemtulla
Felix Y. Feng
Theodore S. Lawrence
Brian D. Ross
A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer
Translational Oncology
author_facet Kyle C. Cuneo
Thomas L. Chenevert
Edgar Ben-Josef
Mary U. Feng
Joel K. Greenson
Hero K. Hussain
Diane M. Simeone
Matthew J. Schipper
Michelle A. Anderson
Mark M. Zalupski
Mahmoud Al-Hawary
Craig J. Galban
Alnawaz Rehemtulla
Felix Y. Feng
Theodore S. Lawrence
Brian D. Ross
author_sort Kyle C. Cuneo
title A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer
title_short A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer
title_full A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer
title_fullStr A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer
title_full_unstemmed A Pilot Study of Diffusion-Weighted MRI in Patients Undergoing Neoadjuvant Chemoradiation for Pancreatic Cancer
title_sort pilot study of diffusion-weighted mri in patients undergoing neoadjuvant chemoradiation for pancreatic cancer
publisher Elsevier
series Translational Oncology
issn 1936-5233
1944-7124
publishDate 2014-10-01
description PURPOSE: In the current study we examined the ability of diffusion MRI (dMRI) to predict pathologic response in pancreatic cancer patients receiving neoadjuvant chemoradiation. METHODS: We performed a prospective pilot study of dMRI in patients with resectable pancreatic cancer. Patients underwent dMRI prior to neoadjuvant chemoradiation. Surgical specimens were graded according to the percent tumor cell destruction. Apparent diffusion coefficient (ADC) maps were used to generate whole-tumor derived ADC histogram distributions and mean ADC values. The primary objective of the study was to correlate ADC parameters with pathologic and CT response. RESULTS: Ten of the 12 patients enrolled on the study completed chemoradiation and had surgery. Three were found to be unresectable at the time of surgery and no specimen was obtained. Out of the 7 patients who underwent pancreaticoduodenectomy, 3 had a grade III histopathologic response (>90% tumor cell destruction), 2 had a grade IIB response (51% to 90% tumor cell destruction), 1 had a grade IIA response (11% to 50% tumor cell destruction), and 1 had a grade I response (>90% viable tumor). Median survival for patients with a grade III response, grade I-II response, and unresectable disease were 25.6, 18.7, and 6.1 months, respectively. There was a significant correlation between pre-treatment mean tumor ADC values and the amount of tumor cell destruction after chemoradiation with a Pearson correlation coefficient of 0.94 (P = .001). Mean pre-treatment ADC was 161 × 10−5 mm2/s (n = 3) in responding patients (>90% tumor cell destruction) compared to 125 × 10−5 mm2/s (n = 4) in non-responding patients (>10% viable tumor). CT imaging showed no significant change in tumor size in responders or non-responders. CONCLUSIONS: dMRI may be useful to predict response to chemoradiation in pancreatic cancer. In our study, tumors with a low ADC mean value at baseline responded poorly to standard chemoradiation and would be candidates for intensified therapy.
url http://www.sciencedirect.com/science/article/pii/S1936523314000783
work_keys_str_mv AT kyleccuneo apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT thomaslchenevert apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT edgarbenjosef apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT maryufeng apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT joelkgreenson apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT herokhussain apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT dianemsimeone apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT matthewjschipper apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT michelleaanderson apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT markmzalupski apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT mahmoudalhawary apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT craigjgalban apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT alnawazrehemtulla apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT felixyfeng apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT theodoreslawrence apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT briandross apilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT kyleccuneo pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT thomaslchenevert pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT edgarbenjosef pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT maryufeng pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT joelkgreenson pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT herokhussain pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT dianemsimeone pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT matthewjschipper pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT michelleaanderson pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT markmzalupski pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT mahmoudalhawary pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT craigjgalban pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT alnawazrehemtulla pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT felixyfeng pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT theodoreslawrence pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
AT briandross pilotstudyofdiffusionweightedmriinpatientsundergoingneoadjuvantchemoradiationforpancreaticcancer
_version_ 1726017499802107904