Assessment of response to chemotherapy in pancreatic ductal adenocarcinoma: Comparison between diffusion-weighted MR quantitative parameters and RECIST. Issue 104 (July 2018)
- Record Type:
- Journal Article
- Title:
- Assessment of response to chemotherapy in pancreatic ductal adenocarcinoma: Comparison between diffusion-weighted MR quantitative parameters and RECIST. Issue 104 (July 2018)
- Main Title:
- Assessment of response to chemotherapy in pancreatic ductal adenocarcinoma: Comparison between diffusion-weighted MR quantitative parameters and RECIST
- Authors:
- Bali, Maria Antonietta
Pullini, Serena
Metens, Thierry
Absil, Julie
Chao, Shih-Li
Marechal, Raphael
Matos, Celso
Peerboccus, Bibi Mooneera
Van Laethem, Jean-Luc - Abstract:
- Highlights: In PDA DW-MR treatment response assessment is more accurate than RECIST. 25th percentile H-D may predict early response to chemotherapy in PDA. DW-volume accurately categorizes PDA patients in responding and non-responding. Accurate categorization of PDA patients may avoid treatment-related secondary effects. Abstract: Purpose: To prospectively assess chemotherapy-induced changes in pancreatic ductal adenocarcinoma (PDA) with diffusion-weighted (DW)-MR quantitative metrics, including apparent diffusion coefficient (ADC) and histogram-derived parameters, compared with RECIST 1.1. Methods: 24 patients underwent DW-MR at baseline, week-2 and week-8 after chemotherapy initiation. Tumour diameter was assessed on T2-weighted images. Regions-of-interest (ROI) were drawn on ADC map for ROI-ADC. Volume segmentation (b = 1000 s/mm 2 images) provided DW-volume and histogram-derived diffusion parameters (H-ADC, H-D and H-PF). All variables and their relative change were compared to baseline or between responders and non-responders. Discriminant analysis was performed. Results: 15/24 patients were responders. RECIST 1.1 correctly characterized 6/15 responders at week-8. At week-2, in responders DW-volume decreased (P = .002); ROI-ADC mean H-D increased (P = .047; P = .048;). The 25th percentile H-D increased in responders and decreased in non-responders (P = .016; P = .048). At week-8 in responders DW-volume decreased and ROI-ADC mean, 25th, 50th, 75th percentiles of H-ADCHighlights: In PDA DW-MR treatment response assessment is more accurate than RECIST. 25th percentile H-D may predict early response to chemotherapy in PDA. DW-volume accurately categorizes PDA patients in responding and non-responding. Accurate categorization of PDA patients may avoid treatment-related secondary effects. Abstract: Purpose: To prospectively assess chemotherapy-induced changes in pancreatic ductal adenocarcinoma (PDA) with diffusion-weighted (DW)-MR quantitative metrics, including apparent diffusion coefficient (ADC) and histogram-derived parameters, compared with RECIST 1.1. Methods: 24 patients underwent DW-MR at baseline, week-2 and week-8 after chemotherapy initiation. Tumour diameter was assessed on T2-weighted images. Regions-of-interest (ROI) were drawn on ADC map for ROI-ADC. Volume segmentation (b = 1000 s/mm 2 images) provided DW-volume and histogram-derived diffusion parameters (H-ADC, H-D and H-PF). All variables and their relative change were compared to baseline or between responders and non-responders. Discriminant analysis was performed. Results: 15/24 patients were responders. RECIST 1.1 correctly characterized 6/15 responders at week-8. At week-2, in responders DW-volume decreased (P = .002); ROI-ADC mean H-D increased (P = .047; P = .048;). The 25th percentile H-D increased in responders and decreased in non-responders (P = .016; P = .048). At week-8 in responders DW-volume decreased and ROI-ADC mean, 25th, 50th, 75th percentiles of H-ADC and H-D increased (P < .05). No changes were observed in non-responders (P > .05). At week-2, 25th percentile of H-D and H-PF relative change correctly classified 20/24 patients (P = .003); at week-8, DW-volume relative change correctly classified 22/24 patients (P < .0001). Conclusions: ROI-ADC, DW-volume and histogram-derived diffusion parameters are more accurate to categorize responding and non-responding PDA patients treated with chemotherapy compared with RECIST 1.1. … (more)
- Is Part Of:
- European journal of radiology. Issue 104(2018)
- Journal:
- European journal of radiology
- Issue:
- Issue 104(2018)
- Issue Display:
- Volume 104, Issue 104 (2018)
- Year:
- 2018
- Volume:
- 104
- Issue:
- 104
- Issue Sort Value:
- 2018-0104-0104-0000
- Page Start:
- 49
- Page End:
- 57
- Publication Date:
- 2018-07
- Subjects:
- ADC apparent diffusion coefficient -- CBR clinical benefit response -- CT computed tomography -- D pure diffusion -- DW diffusion weighted -- H-ADC histogram-apparent diffusion coefficient -- H-D histogram-pure diffusion -- H-PF histogram-perfusion fraction -- MR magnetic resonance -- PDA pancreatic ductal adenocarcinoma -- PF perfusion fraction -- RECIST response evaluation criteria for solid tumour -- ROI region of interest -- SD stable disease -- STIR short T1 inversion recovery
Pancreatic ductal adenocarcinoma -- Magnetic resonance -- Diffusion-weighted MR imaging -- Oncology -- Treatment response
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.2018.04.024 ↗
- Languages:
- English
- ISSNs:
- 0720-048X
- Deposit Type:
- Legaldeposit
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