Prediction of tumour grade and survival outcome using pre-treatment PET- and MRI-derived imaging features in patients with resectable pancreatic ductal adenocarcinoma

被引:16
作者
Dunet, Vincent [1 ,2 ]
Halkic, Nermin [2 ,3 ]
Sempoux, Christine [2 ,4 ]
Demartines, Nicolas [2 ,3 ]
Montemurro, Michael [2 ,5 ]
Prior, John O. [2 ,6 ]
Schmidt, Sabine [1 ,2 ]
机构
[1] Lausanne Univ Hosp, Dept Diagnost & Intervent Radiol, Lausanne, Switzerland
[2] Univ Lausanne, Rue Bugnon 46, CH-1011 Lausanne, Switzerland
[3] Lausanne Univ Hosp, Dept Visceral Surg, Lausanne, Switzerland
[4] Lausanne Univ Hosp, Inst Pathol, Lausanne, Switzerland
[5] Lausanne Univ Hosp, Dept Oncol, Lausanne, Switzerland
[6] Lausanne Univ Hosp, Dept Nucl Med & Mol Imaging, Rue Bugnon 46, CH-1011 Lausanne, Switzerland
关键词
Carcinoma; Pancreatic ductal; Diffusion magnetic resonance imaging; Fluorodeoxyglucose F-18; Progression-free survival; Patient outcome assessment; APPARENT DIFFUSION-COEFFICIENT; FDG-PET/CT; EMISSION-TOMOGRAPHY; PROGNOSTIC VALUE; F-18-FDG PET/CT; WEIGHTED MRI; CANCER; RESECTION; PET/MRI;
D O I
10.1007/s00330-020-07191-z
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
Objectives To perform a correlation analysis between histopathology and imaging in patients with previously untreated pancreatic ductal adenocarcinoma (PDAC) and to determine the prognostic values of clinical, histological, and imaging parameters regarding overall survival (OS), disease-specific survival (DSS), and progression-free survival (PFS). Methods This single-centre study prospectively included 61 patients (32 males; median age, 68.0 years [IQR, 63.0-75.0 years]) with histologically confirmed PDAC and following surgical resection who preoperatively underwent(18)F-FDG PET/CT and DW-MRI. On whole lesions, we measured, using a 42% SUV(max)threshold volume of interest (VOI), the following quantitative parameters: mean and maximum standardised uptake values (SUV(mean)and SUVmax), total lesion glycolysis (TLG), metabolic tumour volume (MTV), mean and minimum apparent diffusion coefficient (ADC(mean)and ADC(min)), diffusion total volume (DTV), and MTV/ADC(min)ratio. Spearman's correlation analysis was performed to assess relationships between these markers and histopathological findings from surgical specimens (stage; grade; resection quality; and vascular, perineural, and lymphatic invasion). Kaplan-Meier and Cox hazard ratio methods were used to evaluate the impacts of imaging parameters on OS (n = 41), DSS (n = 36), and PFS (n = 41). Results Inverse correlations between ADC(min)and SUVmax(rho = - 0.34;p = 0.0071), and between SUV(mean)and ADC(mean)(rho = - 0.29;p = 0.026) were identified. ADC(min)was inversely correlated with tumour grade (rho = - 0.40;p = 0.0015). MTV was an independent predictive factor for OS and DSS, while DTV was an independent predictive factor for PFS. Conclusion In previously untreated PDAC, ADC and SUV values are correlated. Combining PET-MRI metrics may help predict PDAC grade and patients' survival.
引用
收藏
页码:992 / 1001
页数:10
相关论文
共 35 条
[1]   Correlation between 18F-fluorodeoxyglucose positron emission tomography and pathologic differentiation in pancreatic cancer [J].
Ahn, Sung Jun ;
Park, Mi-Suk ;
Lee, Jong Doo ;
Kang, Won Jun .
ANNALS OF NUCLEAR MEDICINE, 2014, 28 (05) :430-435
[2]  
Bierley JD., 2017, UICC TNM Classification of Malignant Tumours. Digestive System Tumours, V8th
[3]   FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0 [J].
Boellaard, Ronald ;
Delgado-Bolton, Roberto ;
Oyen, Wim J. G. ;
Giammarile, Francesco ;
Tatsch, Klaus ;
Eschner, Wolfgang ;
Verzijlbergen, Fred J. ;
Barrington, Sally F. ;
Pike, Lucy C. ;
Weber, Wolfgang A. ;
Stroobants, Sigrid ;
Delbeke, Dominique ;
Donohoe, Kevin J. ;
Holbrook, Scott ;
Graham, Michael M. ;
Testanera, Giorgio ;
Hoekstra, Otto S. ;
Zijlstra, Josee ;
Visser, Eric ;
Hoekstra, Corneline J. ;
Pruim, Jan ;
Willemsen, Antoon ;
Arends, Bertjan ;
Kotzerke, Joerg ;
Bockisch, Andreas ;
Beyer, Thomas ;
Chiti, Arturo ;
Krause, Bernd J. .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2015, 42 (02) :328-354
[4]  
Buck AC, 2001, J NUCL MED, V42, P721
[5]   Response of locally advanced rectal cancer (LARC) to radiochemotherapy: DW-MRI and multiparametric PET/CT in correlation with histopathology [J].
Cerny, Milena ;
Dunet, Vincent ;
Rebecchini, Caterina ;
Hahnloser, Dieter ;
Prior, John ;
Sempoux, Christine ;
Schmidt, Sabine .
NUKLEARMEDIZIN-NUCLEAR MEDICINE, 2019, 58 (01) :28-38
[6]   Multiparametric PET/MR imaging biomarkers are associated with overall survival in patients with pancreatic cancer [J].
Chen, Bang-Bin ;
Tien, Yu-Wen ;
Chang, Ming-Chu ;
Cheng, Mei-Fang ;
Chang, Yu-Ting ;
Yang, Shih-Hung ;
Wu, Chih-Horng ;
Kuo, Ting-Chun ;
Shih, I-Lun ;
Yen, Ruoh-Fang ;
Shih, Tiffany Ting-Fang .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 (07) :1205-1217
[7]   PET/MRI in pancreatic and periampullary cancer: correlating diffusion-weighted imaging, MR spectroscopy and glucose metabolic activity with clinical stage and prognosis [J].
Chen, Bang-Bin ;
Tien, Yu-Wen ;
Chang, Ming-Chu ;
Cheng, Mei-Fang ;
Chang, Yu-Ting ;
Wu, Chih-Horng ;
Chen, Xin-Jia ;
Kuo, Ting-Chun ;
Yang, Shih-Hung ;
Shih, I-Lun ;
Lai, Hong-Shiee ;
Shih, Tiffany Ting-Fang .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2016, 43 (10) :1753-1764
[8]   Prognostic Value of FDG PET/CT-Derived Parameters in Pancreatic Adenocarcinoma at Initial PET/CT Staging [J].
Chirindel, Alin ;
Alluri, Krishna C. ;
Chaudhry, Muhammad A. ;
Wahl, Richard L. ;
Pawlik, Timothy M. ;
Herman, Joseph M. ;
Subramaniam, Rathan M. .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2015, 204 (05) :1093-1099
[9]  
Collins GS, 2015, ANN INTERN MED, V162, P55, DOI [10.1186/s12916-014-0241-z, 10.7326/M14-0698, 10.1016/j.jclinepi.2014.11.010, 10.7326/M14-0697, 10.1016/j.eururo.2014.11.025, 10.1002/bjs.9736, 10.1038/bjc.2014.639, 10.1136/bmj.g7594, 10.1111/eci.12376]
[10]   Diffusion-weighted imaging of pancreatic cancer [J].
De Robertis, Riccardo ;
Martini, Paolo Tinazzi ;
Demozzi, Emanuele ;
Dal Corso, Flavia ;
Bassi, Claudio ;
Pederzoli, Paolo ;
D'Onofrio, Mirko .
WORLD JOURNAL OF RADIOLOGY, 2015, 7 (10) :319-328