Resectable pancreatic adenocarcinoma: Role of CT quantitative imaging biomarkers for predicting pathology and patient outcomes

被引:85
作者
Cassinotto, Christophe [1 ]
Chong, Jaron [1 ]
Zogopoulos, George [3 ]
Reinhold, Caroline [1 ]
Chiche, Laurence
Lafourcade, Jean-Pierre [2 ]
Cuggia, Adeline [3 ]
Terrebonne, Eric [4 ,5 ]
Dohan, Anthony [1 ]
Gallix, Benoit [1 ]
机构
[1] McGill Univ, Ctr Hlth, Royal Victoria Hosp, Dept Radiol, 1001 Blvd Decarie, Montreal, PQ H4A 3J1, Canada
[2] Univ Hosp Bordeaux, Hop Haut Leveque, Dept Diagnost & Intervent Radiol, 1 Ave Magellan, F-33604 Pessac, France
[3] McGill Univ, Ctr Hlth, Royal Victoria Hosp, Dept Visceral Surg, 1001 Blvd Decarie, Montreal, PQ H4A 3J1, Canada
[4] Univ Hosp Bordeaux, Hop Haut Leveque, Dept Digest Oncol, 1 Ave Magellan, F-33604 Pessac, France
[5] Univ Hosp Bordeaux, Hop Haut Leveque, Dept Visceral Surg, 1 Ave Magellan, F-33604 Pessac, France
关键词
Pancreatic adenocarcinoma prognosis; Cancer staging; Quantitative imaging biomarkers; CT attenuation value; Texture analysis; CONTRAST-ENHANCED CT; LYMPH-NODE RATIO; PROGNOSTIC-FACTOR; CANCER; PANCREATICODUODENECTOMY; HETEROGENEITY; CHEMOTHERAPY; CARCINOMA; RESECTION; MARKER;
D O I
10.1016/j.ejrad.2017.02.033
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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 (R-2 = 0.15), kurtosis (R-2 = 0.08), and CENTRAL-AV (R-2 = 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. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:152 / 158
页数:7
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