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Policelli R, Dammak S, Ward AD, Kassam Z, Johnson C, Ramsewak D, Syed Z, Siddiqi L, Siddique N, Kim D, Marshall H. A Visual Aid Tool for Detection of Pancreatic Tumour-Vessel Contact on Staging CT: A Retrospective Cohort Study. Can Assoc Radiol J 2024; 75:575-583. [PMID: 38124063 DOI: 10.1177/08465371231217155] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023] Open
Abstract
Purpose: In pancreatic adenocarcinoma, the difficult distinction between normal and affected pancreas on CT studies may lead to discordance between the pre-surgical assessment of vessel involvement and intraoperative findings. We hypothesize that a visual aid tool could improve the performance of radiology residents when detecting vascular invasion in pancreatic adenocarcinoma patients. Methods: This study consisted of 94 pancreatic adenocarcinoma patient CTs. The visual aid compared the estimated body fat density of each patient with the densities surrounding the superior mesenteric artery and mapped them onto the CT scan. Four radiology residents annotated the locations of perceived vascular invasion on each scan with the visual aid overlaid on alternating scans. Using 3 expert radiologists as the reference standard, we quantified the area under the receiver operating characteristic curve to determine the performance of the tool. We then used sensitivity, specificity, balanced accuracy ((sensitivity + specificity)/2), and spatial metrics to determine the performance of the residents with and without the tool. Results: The mean area under the curve was 0.80. Radiology residents' sensitivity/specificity/balanced accuracy for predicting vascular invasion were 50%/85%/68% without the tool and 81%/79%/80% with it compared to expert radiologists, and 58%/85%/72% without the tool and 78%/77%/77% with it compared to the surgical pathology. The tool was not found to impact the spatial metrics calculated on the resident annotations of vascular invasion. Conclusion: The improvements provided by the visual aid were predominantly reflected by increased sensitivity and accuracy, indicating the potential of this tool as a learning aid for trainees.
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Affiliation(s)
- Robert Policelli
- Department of Medical Biophysics, Western University, London, ON, Canada
| | - Salma Dammak
- School of Biomedical Engineering, Western University, London, ON, Canada
| | - Aaron D Ward
- Department of Medical Biophysics, Western University, London, ON, Canada
- School of Biomedical Engineering, Western University, London, ON, Canada
- Department of Oncology, Western University, London, ON, Canada
| | - Zahra Kassam
- Department of Medical Imaging, Western University, London, ON, Canada
- St. Joseph's Health Care London, London, ON, Canada
| | | | - Darryl Ramsewak
- Department of Medical Imaging, Western University, London, ON, Canada
- London Health Sciences Centre, London, ON, Canada
| | - Zafir Syed
- Department of Medical Imaging, Western University, London, ON, Canada
| | - Lubna Siddiqi
- Department of Medical Imaging, Western University, London, ON, Canada
| | - Naman Siddique
- Department of Medical Imaging, Western University, London, ON, Canada
| | - Dongkeun Kim
- Department of Medical Imaging, Western University, London, ON, Canada
| | - Harry Marshall
- Department of Medical Imaging, Western University, London, ON, Canada
- St. Joseph's Health Care London, London, ON, Canada
- London Health Sciences Centre, London, ON, Canada
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Saponjski D, Djuric-Stefanovic A, Jovanovic MM, Jankovic A, Kovac J, Milosevic S, Stosic K, Pantovic J, Petrovic J, Kmezic S, Radenkovic D, Saranovic DS. Utility of MRI in detection of PET-CT proven local recurrence of pancreatic adenocarcinoma after surgery. Med Oncol 2024; 41:47. [PMID: 38175487 DOI: 10.1007/s12032-023-02271-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 11/24/2023] [Indexed: 01/05/2024]
Abstract
The aim of this prospective study was to investigate the accuracy and inter-observer reliability of MRI in detection of local recurrence (LR) of pancreatic adenocarcinoma (PAC) after surgery, which was proved by PET-CT and access correlation between functional MRI and PET parameters. Forty-five patients who underwent PET-CT and MRI for follow-up purposes after radical operation of PAC were included. Twenty-three were PET positive (study group) and 22 negative for LR (control group). MR examination was performed within one month after PET-CT and three readers who were blind for PET-CT findings searched LR in T2W, 3D-dynamic post-contrast T1W-FS and DWI sequences, respectively. Sensitivity and specificity were calculated while inter-reader agreement was estimated by Cronbach's Alpha reliability coefficient (CARC). Apparent diffusion coefficient (ADC) of LR was correlated with the size (maximal diameter) and functional PET-CT parameters: mean and maximum standardized uptake values (SUVmean, SUVmax), metabolic tumor volume (MTV) and total lesion glycolysis (TLG), using Spearman's correlation coefficient (rS). Sensitivity and specificity among three readers in detecting the LR were 70% and 77-84% in T2W (CARC 0.806), 91-100% and 100% in 3D post-contrast T1W-FS (CARC 0.980), and both 100% in DWI sequences (CARC 1.000). Moderate inverse correlation was found between the ADC and SUVmean (rS = - 0.484), MTV (rS = - 0.494), TLG (rS = - 0.519) and lesion size (rS = - 0.567). MRI with DWI shows high diagnostic accuracy in detecting the LR of PAC in comparison to PET-CT as reference standard. ADC significantly inversely correlates with standard and advanced PET parameters and size of LR.
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Affiliation(s)
- D Saponjski
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia.
| | - A Djuric-Stefanovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia
| | - M Mitrovic Jovanovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia
| | - A Jankovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia
| | - J Kovac
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia
| | - S Milosevic
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia
| | - K Stosic
- Department of Digestive Radiology (Clinic for Abdominal Surgery - First University Surgical Clinic), Center for Radiology, University Clinical Center of Serbia, Belgrade, Serbia
| | - J Pantovic
- Center for Nuclear Medicine, University Clinical Center of Serbia, Belgrade, Serbia
| | - J Petrovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Center for Nuclear Medicine, University Clinical Center of Serbia, Belgrade, Serbia
| | - S Kmezic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic for Abdominal Surgery - First University Surgical Clinic, University Clinical Center of Serbia, Belgrade, Serbia
| | - D Radenkovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic for Abdominal Surgery - First University Surgical Clinic, University Clinical Center of Serbia, Belgrade, Serbia
| | - D Sobic Saranovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Center for Nuclear Medicine, University Clinical Center of Serbia, Belgrade, Serbia
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