Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth

Abstract Background/objectives The aim of this study was to compare intravoxel incoherent motion (IVIM) diffusion weighted (DW) MRI and CT perfusion to assess tumor perfusion of pancreatic ductal adenocarcinoma (PDAC). Methods In this prospective study, DW-MRI and CT perfusion were conducted in nine...

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Main Authors: Philipp Mayer, Franziska Fritz, Marco Koell, Stephan Skornitzke, Frank Bergmann, Matthias M. Gaida, Thilo Hackert, Klaus Maier-Hein, Frederik B. Laun, Hans-Ulrich Kauczor, Lars Grenacher, Miriam Klauß, Wolfram Stiller
Format: Article
Language:English
Published: BMC 2021-01-01
Series:Cancer Imaging
Subjects:
Online Access:https://doi.org/10.1186/s40644-021-00382-x
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spelling doaj-c8267730479f42b69bb8de686bec0a622021-04-02T20:10:09ZengBMCCancer Imaging1470-73302021-01-0121111210.1186/s40644-021-00382-xAssessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truthPhilipp Mayer0Franziska Fritz1Marco Koell2Stephan Skornitzke3Frank Bergmann4Matthias M. Gaida5Thilo Hackert6Klaus Maier-Hein7Frederik B. Laun8Hans-Ulrich Kauczor9Lars Grenacher10Miriam Klauß11Wolfram Stiller12Clinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalInstitute of Pathology, Heidelberg University HospitalInstitute of Pathology, University Medical Center Mainz, Johannes Gutenberg-University MainzDepartment of General, Visceral, and Transplantation Surgery, Heidelberg University HospitalDepartment of Medical Imaging Computing, German Cancer Research CenterDepartment of Medical Physics in Radiology, German Cancer Research CenterClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalClinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University HospitalAbstract Background/objectives The aim of this study was to compare intravoxel incoherent motion (IVIM) diffusion weighted (DW) MRI and CT perfusion to assess tumor perfusion of pancreatic ductal adenocarcinoma (PDAC). Methods In this prospective study, DW-MRI and CT perfusion were conducted in nineteen patients with PDAC on the day before surgery. IVIM analysis of DW-MRI was performed and the parameters perfusion fraction f, pseudodiffusion coefficient D*, and diffusion coefficient D were extracted for tumors, upstream, and downstream parenchyma. With a deconvolution-based analysis, the CT perfusion parameters blood flow (BF) and blood volume (BV) were estimated for tumors, upstream, and downstream parenchyma. In ten patients, intratumoral microvessel density (MVDtumor) and microvessel area (MVAtumor) were analyzed microscopically in resection specimens. Correlation coefficients between IVIM parameters, CT perfusion parameters, and histological microvessel parameters in tumors were calculated. Receiver operating characteristic (ROC) analysis was performed for differentiation of tumors and upstream parenchyma. Results f tumor significantly positively correlated with BFtumor (r = 0.668, p = 0.002) and BVtumor (r = 0.672, p = 0.002). There were significant positive correlations between f tumor and MVDtumor/ MVAtumor (r ≥ 0.770, p ≤ 0.009) as well as between BFtumor and MVDtumor/ MVAtumor (r ≥ 0.697, p ≤ 0.025). Correlation coefficients between f tumor and MVDtumor/ MVAtumor were not significantly different from correlation coefficients between BFtumor and MVDtumor/ MVAtumor (p ≥ 0.400). Moreover, f, BF, BV, and permeability values (PEM) showed excellent performance in distinguishing tumors from upstream parenchyma (area under the ROC curve ≥0.874). Conclusions The study shows that IVIM derived f tumor and CT perfusion derived BFtumor similarly reflect vascularity of PDAC and seem to be comparably applicable for the evaluation of tumor perfusion for tumor characterization and as potential quantitative imaging biomarker. Trial registration DRKS, DRKS00022227, Registered 26 June 2020, retrospectively registered. https://www.drks.de/drks_web/navigate.do?navigationId=trial . HTML&TRIAL_ID=DRKS00022227.https://doi.org/10.1186/s40644-021-00382-xPancreatic ductal adenocarcinomaX-ray computed tomographyDiffusion magnetic resonance imagingMicrovessels
collection DOAJ
language English
format Article
sources DOAJ
author Philipp Mayer
Franziska Fritz
Marco Koell
Stephan Skornitzke
Frank Bergmann
Matthias M. Gaida
Thilo Hackert
Klaus Maier-Hein
Frederik B. Laun
Hans-Ulrich Kauczor
Lars Grenacher
Miriam Klauß
Wolfram Stiller
spellingShingle Philipp Mayer
Franziska Fritz
Marco Koell
Stephan Skornitzke
Frank Bergmann
Matthias M. Gaida
Thilo Hackert
Klaus Maier-Hein
Frederik B. Laun
Hans-Ulrich Kauczor
Lars Grenacher
Miriam Klauß
Wolfram Stiller
Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth
Cancer Imaging
Pancreatic ductal adenocarcinoma
X-ray computed tomography
Diffusion magnetic resonance imaging
Microvessels
author_facet Philipp Mayer
Franziska Fritz
Marco Koell
Stephan Skornitzke
Frank Bergmann
Matthias M. Gaida
Thilo Hackert
Klaus Maier-Hein
Frederik B. Laun
Hans-Ulrich Kauczor
Lars Grenacher
Miriam Klauß
Wolfram Stiller
author_sort Philipp Mayer
title Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth
title_short Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth
title_full Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth
title_fullStr Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth
title_full_unstemmed Assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of Intravoxel incoherent motion MRI and CT perfusion: correlation with histological microvessel density as ground truth
title_sort assessment of tissue perfusion of pancreatic cancer as potential imaging biomarker by means of intravoxel incoherent motion mri and ct perfusion: correlation with histological microvessel density as ground truth
publisher BMC
series Cancer Imaging
issn 1470-7330
publishDate 2021-01-01
description Abstract Background/objectives The aim of this study was to compare intravoxel incoherent motion (IVIM) diffusion weighted (DW) MRI and CT perfusion to assess tumor perfusion of pancreatic ductal adenocarcinoma (PDAC). Methods In this prospective study, DW-MRI and CT perfusion were conducted in nineteen patients with PDAC on the day before surgery. IVIM analysis of DW-MRI was performed and the parameters perfusion fraction f, pseudodiffusion coefficient D*, and diffusion coefficient D were extracted for tumors, upstream, and downstream parenchyma. With a deconvolution-based analysis, the CT perfusion parameters blood flow (BF) and blood volume (BV) were estimated for tumors, upstream, and downstream parenchyma. In ten patients, intratumoral microvessel density (MVDtumor) and microvessel area (MVAtumor) were analyzed microscopically in resection specimens. Correlation coefficients between IVIM parameters, CT perfusion parameters, and histological microvessel parameters in tumors were calculated. Receiver operating characteristic (ROC) analysis was performed for differentiation of tumors and upstream parenchyma. Results f tumor significantly positively correlated with BFtumor (r = 0.668, p = 0.002) and BVtumor (r = 0.672, p = 0.002). There were significant positive correlations between f tumor and MVDtumor/ MVAtumor (r ≥ 0.770, p ≤ 0.009) as well as between BFtumor and MVDtumor/ MVAtumor (r ≥ 0.697, p ≤ 0.025). Correlation coefficients between f tumor and MVDtumor/ MVAtumor were not significantly different from correlation coefficients between BFtumor and MVDtumor/ MVAtumor (p ≥ 0.400). Moreover, f, BF, BV, and permeability values (PEM) showed excellent performance in distinguishing tumors from upstream parenchyma (area under the ROC curve ≥0.874). Conclusions The study shows that IVIM derived f tumor and CT perfusion derived BFtumor similarly reflect vascularity of PDAC and seem to be comparably applicable for the evaluation of tumor perfusion for tumor characterization and as potential quantitative imaging biomarker. Trial registration DRKS, DRKS00022227, Registered 26 June 2020, retrospectively registered. https://www.drks.de/drks_web/navigate.do?navigationId=trial . HTML&TRIAL_ID=DRKS00022227.
topic Pancreatic ductal adenocarcinoma
X-ray computed tomography
Diffusion magnetic resonance imaging
Microvessels
url https://doi.org/10.1186/s40644-021-00382-x
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