Assessment of response to chemotherapy in pancreatic ductal adenocarcinoma: Comparison between diffusion-weighted MR quantitative parameters and RECIST
•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 seconda...
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Veröffentlicht in: | European journal of radiology 2018-07, Vol.104, p.49-57 |
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Sprache: | eng |
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Zusammenfassung: | •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.
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.
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/mm2 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.
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). 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 |
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ISSN: | 0720-048X 1872-7727 |
DOI: | 10.1016/j.ejrad.2018.04.024 |