Prediction of postoperative recurrence in resectable pancreatic body/tail adenocarcinoma: a novel risk stratification approach using a CT-based nomogram
- 1. Department of Oncology, Shanghai Medical College, Fudan University, Shanghai (China)
- 2. Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai (China)
- 3. Medical Imaging Center, Kiang Wu Hospital, Macau (China)
- 4. Department of Radiology, Fudan University Shanghai Cancer Center (Minhang Campus), Shanghai (China)
- 5. Department of Radiology, the Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu (China)
Description
To identify prognostic CT features that predict recurrence in patients with resectable pancreatic body/tail adenocarcinoma (PBTA) and construct a CT-based nomogram for preoperative risk stratification. A total of 258 patients with resectable PBTA who underwent upfront surgery were retrospectively enrolled (development cohort, n = 172; validation cohort, n = 86), and their clinical and CT features were analyzed. Stepwise Cox proportional hazard analysis was performed to identify prognostic features and construct a predictive nomogram for recurrence-free survival (RFS). The prognostic performance of the CT-based nomogram was validated and compared to the 8 American Joint Committee on Cancer (AJCC) pathological staging system. In the development cohort, the following five CT features for predicting recurrence were identified to construct the nomogram: tumor density in the venous phase, tumor necrosis, adjacent organ invasion, splenic vein invasion, and superior mesenteric vein/portal vein abutment. In the validation cohort, the CT-based nomogram showed a concordance index of 0.65 (95% confidence interval: 0.58-0.73), which was higher than the 8 AJCC staging system. The area under the curves of the nomogram for predicting recurrence at 0.5, 1, and 2 years were 0.66, 0.71, and 0.72, respectively. Patients were categorized into high- and low-risk groups with 1-year recurrence probabilities of 0.73 and 0.43, respectively. The proposed nomogram provided accurate recurrence risk stratification for patients with resectable PBTA in a preoperative setting and may be used to facilitate clinical decision-making. The proposed CT-based nomogram, based on easily available CT features, may serve as an effective and convenient tool for stratifying further the recurrence risk of patients with pancreatic body/tail adenocarcinoma.
Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology (Internet)
- Journal Volume
- 33
- Journal Issue
- 11
- Journal Page Range
- p. 7782-7793
- ISSN
- 1432-1084
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 55011831
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- CARCINOMAS; COMPARATIVE EVALUATIONS; COMPUTERIZED TOMOGRAPHY; DATA COMPILATION; DECISION MAKING; IMAGE PROCESSING; NECROSIS; NOMOGRAMS; PANCREAS; PERFORMANCE; SURGERY; SURVIVAL CURVES; VALIDATION; VEINS
- Descriptors DEC
- BLOOD VESSELS; BODY; CARDIOVASCULAR SYSTEM; DATA; DATA PROCESSING; DIAGNOSTIC TECHNIQUES; DIAGRAMS; DIGESTIVE SYSTEM; DISEASES; ENDOCRINE GLANDS; EVALUATION; GLANDS; INFORMATION; MEDICINE; NEOPLASMS; ORGANS; PATHOLOGICAL CHANGES; PROCESSING; TESTING; TOMOGRAPHY