Resectable pancreatic adenocarcinoma: Role of CT quantitative imaging biomarkers for predicting pathology and patient outcomes
Creators
- 1. Department of Radiology, Royal Victoria Hospital, McGill University Health Center, 1001 Boulevard Decarie, Montreal, QC H4A 3J1 (Canada)
- 2. Department of Visceral Surgery, Royal Victoria Hospital, McGill University Health Center, 1001 Boulevard Decarie, Montreal, QC H4A 3J1 (Canada)
- 3. Department of Visceral Surgery, Hôpital Haut-Lévêque, University Hospital of Bordeaux, 1 Avenue de Magellan, 33604 Pessac (France)
- 4. Department of Diagnostic and Interventional Radiology, Hôpital Haut-Lévêque, University Hospital of Bordeaux, 1 avenue de Magellan, 33604 Pessac (France)
- 5. Department of Digestive Oncology, Hôpital Haut-Lévêque, University Hospital of Bordeaux, 1 Avenue de Magellan, 33604 Pessac (France)
Description
Highlights: • CT quantitative biomarkers can be helpful in the management of patients with pancreatic cancer. • Tumor attenuation measured at portal phase is associated with pathologic aggressiveness. • Texture and attenuation analysis can predict tumors associated with a worse prognosis. • CT quantitative imaging biomarkers can improve the management of patients. - Abstract: Backgrounds: Patients with a pancreatic cancer amenable to surgery still have a poor prognosis and high risk of post-operative recurrence. We aimed to assess the value of quantitative imaging biomarkers using computed-tomography (CT) texture analysis to evaluate the pathologic tumor aggressiveness and predict disease-free survival (DFS) in patients with resectable pancreatic adenocarcinoma. Methods: We retrospectively performed attenuation measurements and texture analysis on the portal-venous phase of the pre-operative CT scan of 99 patients that underwent resection of a pancreatic ductal adenocarcinoma in two university hospitals. Tumor attenuation parameters included: mean attenuation value of the whole tumor (WHOLE-AV), and of the most hypoattenuating area within the tumor (CENTRAL-AV). Tumor heterogeneity parameters included: standard deviation, entropy, skewness, and kurtosis. Results: Tumor attenuation parameters showed significant association with the tumor differentiation grade (CENTRAL-AV, Odds ratio (OR) 0.968, 95% confidence interval (CI) 0.94–0.998) and lymph node invasion (WHOLE-AV, OR 0.886, CI 0.823–0.955). Variables associated with early-recurrence were: lymph node ratio (R2 = 0.15), kurtosis (R2 = 0.08), and CENTRAL-AV (R2 = 0.04). Lymph node ratio (Hazard ratio (HR) 1.02), and CENTRAL-AV (HR 0.98) were independently associated with shorter DFS. Patients with CENTRAL-AV < 62 Hounsfield units had a shorter 1-year DFS (35% versus 68%, p = 0.004). Conclusion: Tumors that are more hypoattenuating on the portal-venous phase on CT scan are potentially more aggressive with higher tumor grade, greater lymph node invasion, and shorter DFS.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.ejrad.2017.02.033Additional details
Identifiers
- DOI
- 10.1016/j.ejrad.2017.02.033;
- PII
- S0720-048X(17)30078-5;
Publishing Information
- Journal Title
- European Journal of Radiology
- Journal Volume
- 90
- Journal Page Range
- p. 152-158
- ISSN
- 0720-048X
- CODEN
- EJRADR
INIS
- Country of Publication
- Netherlands
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 49088512
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- BIOLOGICAL MARKERS; COMPUTERIZED TOMOGRAPHY; IMAGE PROCESSING; LYMPH NODES; NEOPLASMS; PANCREAS; PATHOLOGY; PATIENTS
- Descriptors DEC
- BODY; DIAGNOSTIC TECHNIQUES; DIGESTIVE SYSTEM; DISEASES; ENDOCRINE GLANDS; GLANDS; LYMPHATIC SYSTEM; ORGANS; PROCESSING; TOMOGRAPHY
Optional Information
- Copyright
- Copyright (c) 2017 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.