Assessment of Prostate Cancer Aggressiveness by Use of the Combination of Quantitative DWI and Dynamic Contrast-Enhanced MRI

被引:57
|
作者
Hoetker, Andreas M. [1 ,2 ]
Mazaheri, Yousef [3 ]
Aras, Oemer [1 ]
Zheng, Junting [4 ]
Moskowitz, Chaya S. [4 ]
Gondo, Tatsuo [5 ]
Matsumoto, Kazuhiro [6 ]
Hricak, Hedvig [1 ]
Akin, Oguz [1 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
[2] Univ Med Mainz, Dept Diagnost & Intervent Radiol, Mainz, Germany
[3] Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10065 USA
[4] Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USA
[5] Mem Sloan Kettering Canc Ctr, Dept Surg, Urol Serv, New York, NY 10065 USA
[6] Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USA
关键词
DWI; MRI; prostate cancer; APPARENT DIFFUSION-COEFFICIENT; ACTIVE SURVEILLANCE; GLEASON SCORE; TUMOR VOLUME; GRADE; PARAMETERS; ADC;
D O I
10.2214/AJR.15.14912
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
OBJECTIVE. The objective of this study was to investigate whether the apparent diffusion coefficient (ADC) value from DWI and the forward volume transfer constant (K-trans) value from dynamic contrast-enhanced MRI independently predict prostate cancer aggressiveness, and to determine whether the combination of both parameters performs better than either parameter alone in assessing tumor aggressiveness before treatment. MATERIALS AND METHODS. This retrospective study included 158 men with histopathologically confirmed prostate cancer who underwent 3-T MRI before undergoing prostatectomy in 2011. Whole-mount step-section pathologic maps identified 195 prostate cancer foci that were 0.5 mL or larger; these foci were then volumetrically assessed to calculate the per-tumor ADC and K-trans values. Associations between MRI and histopathologic parameters were assessed using Spearman correlation coefficients, univariate and multivariable logistic regression, and AUCs. RESULTS. The median ADC and K-trans values showed moderate correlation only for tumors for which the Gleason score (GS) was 4 + 4 or higher (rho = 0.547; p = 0.042). The tumor ADC value was statistically significantly associated with all dichotomized GSs (p < 0.005), including a GS of 3 + 3 versus a GS of 3 + 4 or higher (AUC, 0.693; p = 0.001). The tumor K-trans value differed statistically significantly only between tumors with a GS of 3 + 3 and those with a primary Gleason grade of 4 (p <= 0.015), and it made a statistically significant contribution only in differentiating tumors with a GS of 4 + 3 or higher (AUC, 0.711; p < 0.001) and those with a GS of 4 + 4 or higher (AUC, 0.788; p < 0.001) from lower-grade tumors. Combining ADC and K-trans values improved diagnostic performance in characterizing tumors with a GS of 4 + 3 or higher and those with a GS of 4 + 4 or higher (AUC, 0.739 and 0.856, respectively; p < 0.01). CONCLUSION. Although the ADC value helped to differentiate between all GSs, the K-trans value was only a benefit in characterizing more aggressive tumors. Combining these parameters improves their performance in identifying patients with aggressive tumors who may require radical treatment.
引用
收藏
页码:756 / 763
页数:8
相关论文
共 50 条
  • [41] Dynamic contrast-enhanced MRI of prostate cancer at 3 T: A study of pharmacokinetic parameters
    Ocak, Iclal
    Bernardo, Marcelino
    Metzger, Greg
    Barrett, Tristan
    Pinto, Peter
    Albert, Paul S.
    Choyke, Peter L.
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2007, 189 (04) : W192 - W201
  • [42] Evaluation of Dynamic Contrast-Enhanced MRI for Detection of Bone Metastasis in Patients With Prostate Cancer
    Oto, A.
    Kulkarni, K.
    Yang, C.
    Karczmar, G.
    Stadler, W.
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 192 (05)
  • [43] Limitations, Disabilities, and Pitfalls of Dynamic Contrast-Enhanced MRI as a Diagnostic Modality in Prostate Cancer
    Aydin, Hasan
    Hekimogl, Baki
    Tatar, Idil Gunes
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2013, 200 (03) : W326 - W326
  • [44] Correlation between dynamic contrast-enhanced MRI and quantitative histopathologic microvascular parameters in organ-confined prostate cancer
    van Niekerk, Cornelis G.
    van der Laak, Jeroen A. W. M.
    Hambrock, Thomas
    Huisman, Henk-Jan
    Witjes, J. Alfred
    Barentsz, Jelle O.
    Hulsbergen-van de Kaa, Christina A.
    EUROPEAN RADIOLOGY, 2014, 24 (10) : 2597 - 2605
  • [45] Correlation between dynamic contrast-enhanced MRI and quantitative histopathologic microvascular parameters in organ-confined prostate cancer
    Cornelis G. van Niekerk
    Jeroen A. W. M. van der Laak
    Thomas Hambrock
    Henk-Jan Huisman
    J. Alfred Witjes
    Jelle O. Barentsz
    Christina A. Hulsbergen-van de Kaa
    European Radiology, 2014, 24 : 2597 - 2605
  • [46] Comparison of Quantitative Parameters in Cervix Cancer Measured by Dynamic Contrast-Enhanced MRI and CT
    Yang, Cheng
    Stadler, Walter M.
    Karczmar, Gregory S.
    Milosevic, Michael
    Yeung, Ivan
    Haider, Masoom A.
    MAGNETIC RESONANCE IN MEDICINE, 2010, 63 (06) : 1601 - 1609
  • [47] Interscanner Comparison of Dynamic Contrast-Enhanced MRI in Prostate Cancer 1.5 Versus 3 T MRI
    Sertdemir, Metin
    Schoenberg, Stefan O.
    Sourbron, Steven
    Hausmann, Daniel
    Heinzelbecker, Julia
    Michaely, Henrik J.
    Dinter, Dietmar J.
    Weidner, Anja M.
    INVESTIGATIVE RADIOLOGY, 2013, 48 (02) : 92 - 97
  • [48] Differentiation of prostate cancer from normal prostate tissue in an animal model:: Conventional MRI and dynamic contrast-enhanced MRI
    Gemeinhardt, O
    Lüdemann, L
    Prochnow, D
    Abramjuk, C
    Taupitz, M
    Hamm, B
    Beyersdorff, D
    ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2005, 177 (07): : 935 - 939
  • [49] Preoperative vascular heterogeneity and aggressiveness assessment of pituitary macroadenoma based on dynamic contrast-enhanced MRI texture analysis
    Liu, YangYing Qiu
    Gao, Bing Bing
    Dong, Bin
    Cheriyath, Shesnia Salim Padikkalakandy
    Song, Qing Wei
    Xu, Bin
    Wei, Qiang
    Xie, Li Zhi
    Guo, Yan
    Miao, Yan Wei
    EUROPEAN JOURNAL OF RADIOLOGY, 2020, 129
  • [50] DWI and Dynamic Contrast-enhanced Perfusion MRI for Differentiation of Common Skull Base Tumors
    Jo, Nahyun
    RADIOLOGY-IMAGING CANCER, 2023, 5 (02):