Extracellular volume fraction with MRI: As an alternative predictive biomarker to dynamic contrast-enhanced MRI for chemotherapy response of pancreatic ductal adenocarcinoma. Issue 145 (December 2021)
- Record Type:
- Journal Article
- Title:
- Extracellular volume fraction with MRI: As an alternative predictive biomarker to dynamic contrast-enhanced MRI for chemotherapy response of pancreatic ductal adenocarcinoma. Issue 145 (December 2021)
- Main Title:
- Extracellular volume fraction with MRI: As an alternative predictive biomarker to dynamic contrast-enhanced MRI for chemotherapy response of pancreatic ductal adenocarcinoma
- Authors:
- Fukukura, Yoshihiko
Kumagae, Yuichi
Fujisaki, Yosuke
Nakamura, Shinya
Dominik Nickel, Marcel
Imai, Hiroshi
Yoshiura, Takashi - Abstract:
- Highlights: Extracellular volume (ECV) fraction is a useful biomarker for pancreas cancer. ECV fraction is correlated with K trans or ve determined by DCE-MRI. MR quantification of ECV fraction can be used in place of DCE-MRI. Abstract: Purpose: To assess the feasibility of extracellular volume (ECV) fraction determined with equilibrium contrast-enhanced MRI for prediction of treatment response to chemotherapy in pancreatic ductal adenocarcinoma (PDAC) in comparison with dynamic contrast-enhanced MRI (DCE-MRI), and to clarify the association between ECV fraction and DCE-MRI-derived pharmacokinetic parameters. Methods: This retrospective study included 58 consecutive patients with histologically confirmed PDAC who underwent DCE-MRI before systemic chemotherapy. Tumor pharmacokinetic parameters, including the volume transfer coefficient ( K trans ), rate constant ( kep ), and extracellular extravascular volume fraction ( ve ) of DCE-MRI, and ECV fraction determined with equilibrium contrast-enhanced MRI were compared between the response and non-response groups. The correlation of tumor ECV fraction with each DCE-MRI-derived pharmacokinetic parameter was examined using Spearman's rank correlation coefficient. Results: Tumor K trans, ve, and ECV fraction were significantly higher in the response group than in the non-response group (all, P < 0.001), whereas no significant difference was found in kep ( P = 0.119). Tumor ECV fraction showed the highest area under receiverHighlights: Extracellular volume (ECV) fraction is a useful biomarker for pancreas cancer. ECV fraction is correlated with K trans or ve determined by DCE-MRI. MR quantification of ECV fraction can be used in place of DCE-MRI. Abstract: Purpose: To assess the feasibility of extracellular volume (ECV) fraction determined with equilibrium contrast-enhanced MRI for prediction of treatment response to chemotherapy in pancreatic ductal adenocarcinoma (PDAC) in comparison with dynamic contrast-enhanced MRI (DCE-MRI), and to clarify the association between ECV fraction and DCE-MRI-derived pharmacokinetic parameters. Methods: This retrospective study included 58 consecutive patients with histologically confirmed PDAC who underwent DCE-MRI before systemic chemotherapy. Tumor pharmacokinetic parameters, including the volume transfer coefficient ( K trans ), rate constant ( kep ), and extracellular extravascular volume fraction ( ve ) of DCE-MRI, and ECV fraction determined with equilibrium contrast-enhanced MRI were compared between the response and non-response groups. The correlation of tumor ECV fraction with each DCE-MRI-derived pharmacokinetic parameter was examined using Spearman's rank correlation coefficient. Results: Tumor K trans, ve, and ECV fraction were significantly higher in the response group than in the non-response group (all, P < 0.001), whereas no significant difference was found in kep ( P = 0.119). Tumor ECV fraction showed the highest area under receiver operating characteristic curve of 0.918, with a sensitivity of 89.3%, specificity of 90.0%, and accuracy of 89.7% (cut off, >37.6%). The ECV fraction showed a significant positive correlation with K trans (Spearman's coefficient = 0.66, P < 0.001) and ve (Spearman's coefficient = 0.79, P < 0.001). Conclusions: ECV fraction determined with equilibrium contrast-enhanced MRI was as useful as DCE-MRI-derived pharmacokinetic parameters for predicting treatment response to chemotherapy in patients with PDAC. … (more)
- Is Part Of:
- European journal of radiology. Issue 145(2021)
- Journal:
- European journal of radiology
- Issue:
- Issue 145(2021)
- Issue Display:
- Volume 145, Issue 145 (2021)
- Year:
- 2021
- Volume:
- 145
- Issue:
- 145
- Issue Sort Value:
- 2021-0145-0145-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-12
- Subjects:
- PDAC Pancreatic ductal adenocarcinoma -- DCE-MRI dynamic contrast-enhanced MRI -- ECV extracellular volume -- ROI region of interest -- CA carbohydrate antigen -- CEA carcinoembryonic antigen -- FDG-PET 18F-fluorodeoxyglucose positron emission tomography -- CS-VIBE three-dimensional fat-suppressed T1-weighted gradient-echo volumetric interpolated breath-hold examination with motion-resolved compressed-sensing reconstruction -- Gd-EOB-DTPA gadoxetic acid -- CR complete response -- PR partial response -- SD stable disease -- PD progressive disease -- ICC intraclass correlation coefficient -- ROC receiver operating characteristic -- AUC the area under the ROC curve
Pancreatic neoplasms -- Magnetic Resonance Imaging -- Drug Therapy -- Extracellular Space -- Treatment Outcome
Medical radiology -- Periodicals
Radiology -- Periodicals
Radiologie médicale -- Périodiques
Medical radiology
Periodicals
616.075705 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0720048X ↗
http://www.elsevier.com/homepage/elecserv.htt ↗
http://www.clinicalkey.com/dura/browse/journalIssue/0720048X ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/0720048X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ejrad.2021.110036 ↗
- Languages:
- English
- ISSNs:
- 0720-048X
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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