Diffusion-weighted magnetic resonance imaging of thymoma: ability of the Apparent Diffusion Coefficient in predicting the World Health Organization (WHO) classification and the Masaoka-Koga staging system and its prognostic significance on disease-free survival

被引:37
作者
Priola, Adriano Massimiliano [1 ]
Priola, Sandro Massimo [1 ]
Giraudo, Maria Teresa [4 ]
Gned, Dario [1 ]
Fornari, Alessandro [2 ]
Ferrero, Bruno [3 ]
Ducco, Lorena [1 ]
Veltri, Andrea [1 ]
机构
[1] San Luigi Gonzaga Univ Hosp, Dept Diagnost Imaging, Reg Gonzole 10, I-10043 Turin, Italy
[2] San Luigi Gonzaga Univ Hosp, Dept Pathol, Reg Gonzole 10, I-10043 Turin, Italy
[3] San Luigi Gonzaga Univ Hosp, Dept Neurol, Reg Gonzole 10, I-10043 Turin, Italy
[4] Univ Turin, Dept Math Giuseppe Peano, Via Carlo Alberto 10, I-10123 Turin, Italy
关键词
Thymoma; WHO classification; Masaoka-Koga staging system; Diffusion-weighted magnetic resonance imaging; Apparent diffusion coefficient; THYMIC EPITHELIAL TUMORS; SPIRAL COMPUTED-TOMOGRAPHY; LUNG-CANCER; QUANTITATIVE-ASSESSMENT; ANTERIOR MEDIASTINUM; CHEMICAL-SHIFT; BODY; CT; MRI; DIFFERENTIATION;
D O I
10.1007/s00330-015-4031-6
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
To evaluate the usefulness of diffusion-weighted magnetic resonance for distinguishing thymomas according to WHO and Masaoka-Koga classifications and in predicting disease-free survival (DFS) by using the apparent diffusion coefficient (ADC). Forty-one patients were grouped based on WHO (low-risk vs. high-risk) and Masaoka-Koga (early vs. advanced) classifications. For prognosis, seven patients with recurrence at follow-up were grouped separately from healthy subjects. Differences on ADC levels between groups were tested using Student-t testing. Logistic regression models and areas under the ROC curve (AUROC) were estimated. Mean ADC values were different between groups of WHO (low-risk = 1.58 +/- 0.20 x 10(-3)mm(2)/sec; high-risk = 1.21 +/- 0.23 x 10(-3)mm(2)/sec; p < 0.0001) and Masaoka-Koga (early = 1.43 +/- 0.26 x 10(-3)mm(2)/sec; advanced = 1.31 +/- 0.31 x 10(-3)mm(2)/sec; p = 0.016) classifications. Mean ADC of type-B3 (1.05 +/- 0.17 x 10(-3)mm(2)/sec) was lower than type-B2 (1.32 +/- 0.20 x 10(-3)mm(2)/sec; p = 0.023). AUROC in discriminating groups was 0.864 for WHO classification (cut-point = 1.309 x 10(-3)mm(2)/sec; accuracy = 78.1 %) and 0.730 for Masaoka-Koga classification (cut-point = 1.243 x 10(-3)mm(2)/sec; accuracy = 73.2 %). Logistic regression models and two-way ANOVA were significant for WHO classification (odds ratio[OR] = 0.93, p = 0.007; p < 0.001), but not for Masaoka-Koga classification (OR = 0.98, p = 0.31; p = 0.38). ADC levels were significantly associated with DFS recurrence rate being higher for patients with ADC a parts per thousand currency signaEuro parts per thousand 1.299 x 10(-3)mm(2)/sec (p = 0.001; AUROC, 0.834; accuracy = 78.0 %). ADC helps to differentiate high-risk from low-risk thymomas and discriminates the more aggressive type-B3. Primary tumour ADC is a prognostic indicator of recurrence. aEuro cent DW-MRI is useful in characterizing thymomas and in predicting disease-free survival. aEuro cent ADC can differentiate low-risk from high-risk thymomas based on different histological composition aEuro cent The cutoff-ADC-value of 1.309 x 10 (-3) mm (2) /sec is proposed as optimal cut-point for this differentiation aEuro cent The ADC ability in predicting Masaoka-Koga stage is uncertain and needs further validations aEuro cent ADC has prognostic value on disease-free survival and helps in stratification of risk.
引用
收藏
页码:2126 / 2138
页数:13
相关论文
共 42 条
[1]  
Abdel Razek A, 2009, J MAGN RESON IMAGING, V30, P535, DOI DOI 10.1002/jmri.21871
[2]   A Practical Guide to Nonvascular Thoracic Magnetic Resonance Imaging [J].
Ackman, Jeanne B. .
JOURNAL OF THORACIC IMAGING, 2014, 29 (01) :17-29
[3]   Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations [J].
不详 .
NEOPLASIA, 2009, 11 (02) :102-125
[4]   Whole-body intravoxel incoherent motion imaging [J].
Filli, Lukas ;
Wurnig, Moritz C. ;
Luechinger, Roger ;
Eberhardt, Christian ;
Guggenberger, Roman ;
Boss, Andreas .
EUROPEAN RADIOLOGY, 2015, 25 (07) :2049-2058
[5]   Diagnostic accuracy of whole-body MRI/DWI image fusion for detection of malignant tumours: a comparison with PET/CT [J].
Fischer, Michael A. ;
Nanz, Daniel ;
Hany, Thomas ;
Reiner, Caecilia S. ;
Stolzmann, Paul ;
Donati, Olivio F. ;
Breitenstein, Stefan ;
Schneider, Paul ;
Weishaupt, Dominik ;
von Schulthess, Gustav K. ;
Scheffel, Hans .
EUROPEAN RADIOLOGY, 2011, 21 (02) :246-255
[6]   Prognostic Role of Diffusion-weighted MR Imaging for Resectable Gastric Cancer [J].
Giganti, Francesco ;
Orsenigo, Elena ;
Esposito, Antonio ;
Chiari, Damiano ;
Salerno, Annalaura ;
Ambrosi, Alessandro ;
Albarello, Luca ;
Mazza, Elena ;
Staudacher, Carlo ;
Del Maschio, Alessandro ;
De Cobelli, Francesco .
RADIOLOGY, 2015, 276 (02) :444-452
[7]   Malignant versus benign mediastinal lesions: quantitative assessment with diffusion weighted MR imaging [J].
Gumustas, Sevtap ;
Inan, Nagihan ;
Sarisoy, Hasan Tahsin ;
Anik, Yonca ;
Arslan, Arzu ;
Ciftci, Ercument ;
Akansel, Gur ;
Demirci, Ali .
EUROPEAN RADIOLOGY, 2011, 21 (11) :2255-2260
[8]   Apparent diffusion coefficient is a prognostic factor of head and neck squamous cell carcinoma treated with radiotherapy [J].
Hatakenaka, Masamitsu ;
Nakamura, Katsumasa ;
Yabuuchi, Hidetake ;
Shioyama, Yoshiyuki ;
Matsuo, Yoshio ;
Kamitani, Takeshi ;
Yonezawa, Masato ;
Yoshiura, Takashi ;
Nakashima, Torahiko ;
Mori, Mitsuru ;
Honda, Hiroshi .
JAPANESE JOURNAL OF RADIOLOGY, 2014, 32 (02) :80-89
[9]   CT screening for lung cancer: Prevalence and incidence of mediastinal masses [J].
Henschke, CI ;
Lee, IJ ;
Wu, N ;
Farooqi, A ;
Khan, A ;
Yankelevitz, D ;
Altorki, NK .
RADIOLOGY, 2006, 239 (02) :586-590
[10]   Role of diffusion-weighted imaging, apparent diffusion coefficient and correlation with hepatobiliary phase findings in the differentiation of hepatocellular carcinoma from dysplastic nodules in cirrhotic liver [J].
Inchingolo, Riccardo ;
De Gaetano, Anna Maria ;
Curione, Davide ;
Ciresa, Marzia ;
Miele, Luca ;
Pompili, Maurizio ;
Vecchio, Fabio Maria ;
Giuliante, Felice ;
Bonomo, Lorenzo .
EUROPEAN RADIOLOGY, 2015, 25 (04) :1087-1096