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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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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