Quantitative Histogram Analysis of T2-Weighted and Diffusion-Weighted Magnetic Resonance Images for Prediction of Malignant Thymic Epithelial Tumors

被引:5
作者
Morikawa, Kazuhiko [1 ]
Igarashi, Takao [1 ]
Shiraishi, Megumi [1 ]
Kano, Rui [1 ]
Misumi, Shigeki [1 ]
Ojiri, Hiroya [1 ]
Asano, Hisatoshi [2 ]
机构
[1] Jikei Univ, Dept Radiol, Sch Med, Tokyo, Japan
[2] Jikei Univ, Dept Surg, Sch Med, Tokyo, Japan
关键词
thymic epithelial tumors; T2-weighted magnetic resonance images; apparent diffusion coefficient; quantitative histogram analysis; WORLD-HEALTH-ORGANIZATION; HISTOLOGIC CLASSIFICATION; TEXTURE ANALYSIS; STAGING SYSTEM; THYMOMAS; CT; FEATURES; SUBTYPES;
D O I
10.1097/RCT.0000000000001197
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
Purpose To assess the value of histogram analysis for differentiating a high-risk thymic epithelial tumor (TET) from a low-risk TET using T2-weighted images and the apparent diffusion coefficient (ADC). Methods Forty-nine patients with histopathologically proven TET after thymectomy were enrolled in this study and retrospectively classified as having low-risk TET (low-risk thymoma) or high-risk TET (high-risk thymoma or thymic carcinoma). Twelve parameters were obtained from the quantitative histogram analysis. The histogram parameters were compared using the Mann-Whitney U test. Diagnostic efficacy was estimated by receiver-operating characteristic curve analysis. Results Twenty-five patients were classified as having low-risk TET and 24 as having high-risk TET. The mean ADC value showed diagnostic efficacy for differentiating high-risk TET from low-risk TET, with an area under the curve of 0.7, and was better than when using conventional methods alone. Conclusion The ADC-based histogram analysis could help to differentiate between high-risk and low-risk TETs.
引用
收藏
页码:795 / 801
页数:7
相关论文
共 32 条
[1]  
[Anonymous], 2019, Clinical Practice Guidelines: Breast Cancer
[2]  
[Anonymous], 2004, Pathology and Genetics of Tumours of the Urinary System and Male Genital Organs
[3]   New WHO histologic classification predicts prognosis of thymic epithelial tumors - A clinicopathologic study of 200 thymoma cases from China [J].
Chen, G ;
Marx, A ;
Chen, WH ;
Yong, J ;
Puppe, B ;
Stroebel, P ;
Mueller-Hermelink, HK .
CANCER, 2002, 95 (02) :420-429
[4]   Can histogram analysis of MR images predict aggressiveness in pancreatic neuroendocrine tumors? [J].
De Robertis, Riccardo ;
Maris, Bogdan ;
Cardobi, Nicolo ;
Martini, Paolo Tinazzi ;
Gobbo, Stefano ;
Capelli, Paola ;
Ortolani, Silvia ;
Cingarlini, Sara ;
Paiella, Salvatore ;
Landoni, Luca ;
Butturini, Giovanni ;
Regi, Paolo ;
Scarpa, Aldo ;
Tortora, Giampaolo ;
D'Onofrio, Mirko .
EUROPEAN RADIOLOGY, 2018, 28 (06) :2582-2591
[5]   Published Guidelines for Management of Thymoma [J].
Fujii, Yoshitaka .
THORACIC SURGERY CLINICS, 2011, 21 (01) :125-+
[6]   Quantifying tumour heterogeneity with CT [J].
Ganeshan, Balaji ;
Miles, Kenneth A. .
CANCER IMAGING, 2013, 13 (01) :140-149
[7]   Analysis of CT features and quantitative texture analysis in patients with thymic tumors: correlation with grading and staging [J].
Iannarelli, Angelo ;
Sacconi, Beatrice ;
Tomei, Francesca ;
Anile, Marco ;
Longo, Flavia ;
Bezzi, Mario ;
Napoli, Alessandro ;
Saba, Luca ;
Anzidei, Michele ;
D'Ovidio, Giulia ;
Scipione, Roberto ;
Catalano, Carlo .
RADIOLOGIA MEDICA, 2018, 123 (05) :345-350
[8]   MR imaging of thymic epithelial tumors: Correlation with World Health Organization classification [J].
Inoue A. ;
Tomiyama N. ;
Fujimoto K. ;
Sadohara J. ;
Nakamichi I. ;
Tomita Y. ;
Aozasa K. ;
Tsubamoto M. ;
Murai S. ;
Natsag J. ;
Sumikawa H. ;
Mihara N. ;
Honda O. ;
Hamada S. ;
Johkoh T. ;
Nakamura H. .
Radiation Medicine, 2006, 24 (3) :171-181
[9]   Does CT of thymic epithelial tumors enable us to differentiate histologic subtypes and predict prognosis? [J].
Jeong, YJ ;
Lee, KS ;
Kim, J ;
Shim, YM ;
Han, JH ;
Kwon, OJ .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2004, 183 (02) :283-289
[10]   Seeding of stage I thymoma into the chest wall 12 years after needle biopsy [J].
Kattach, H ;
Hasan, S ;
Clelland, C ;
Pillai, R .
ANNALS OF THORACIC SURGERY, 2005, 79 (01) :323-324