Diffusion-weighted MRI in the assessment of nephroblastoma: results of a multi-center trial

被引:22
作者
Hoetker, Andreas M. [1 ]
Lollert, Andre [2 ]
Mazaheri, Yousef [3 ]
Mueller, Sabine [4 ,5 ]
Schenk, Jens-Peter [6 ]
Mildenberger, Philipp C. [7 ]
Akin, Oguz [8 ]
Graf, Norbert [4 ]
Staatz, Gundula [2 ]
机构
[1] Univ Hosp Zurich, Inst Diagnost & Intervent Radiol, Ramistr 100, CH-8091 Zurich, Switzerland
[2] Univ Med Mainz, Dept Diagnost & Intervent Radiol, Sect Pediat Radiol, Langenbeckstr 1, D-55131 Mainz, Germany
[3] Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
[4] Saarland Univ, Dept Pediat Oncol & Hematol, Kirrberger Str, D-66421 Homburg, Germany
[5] Saarland Univ, Math Image Anal Grp, Campus E1-7, D-66041 Saarbrucken, Germany
[6] Univ Hosp Heidelberg, Div Pediat Radiol, Neuenheimer Feld 153, D-69120 Heidelberg, Germany
[7] Univ Med Mainz, Inst Med Biostat Epidemiol & Informat IMBEI, Langenbeckstr 1, D-55131 Mainz, Germany
[8] Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
关键词
Nephroblastoma; Magnetic resonance imaging; Diffusion-weighted imaging; COEFFICIENT MEASUREMENTS; HISTOGRAM ANALYSIS; PROSTATE-CANCER; TUMOR; HETEROGENEITY; IMAGE;
D O I
10.1007/s00261-020-02475-w
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 diffusion-weighted MRI in the pre-therapeutic evaluation of pediatric renal cortical tumors. Methods This IRB-approved, retrospective multi-center study included 122 pediatric patients with 130 renal tumors, who underwent MRI including DWI before neoadjuvant chemotherapy and nephrectomy. Two radiologists independently assessed each tumor volumetrically, and apparent diffusion coefficient (ADC) values were calculated on a voxel-wise basis, including parameters derived from histogram and texture analysis. Results Inter-reader agreement was excellent (ICC 0.717-0.975). For both readers, patients with locally aggressive tumor growth (SIOP 3 stage) or with metastases (M1) had significantly lower 12.5th-percentile ADC values (p <= 0.028) compared to those with lower-stage tumors, and the parameter energy differed significantly between patients with M1 and those with M0 status (p <= 0.028). Contrast and homogeneity differed significantly between benign nephroblastomatosis and malignant nephroblastoma (p <= 0.045, both readers). As compared to all other subtypes, the blastemal subtype demonstrated significantly higher skewness (p <= 0.022, both readers) and the diffuse anaplastic subtype demonstrated significantly higher 75th-percentile ADC values (p <= 0.042, both readers). Conclusions Diffusion-weighted MRI may be of value in identifying benign nephroblastomatosis and assessing nephroblastoma subtypes. Therefore, further research is warranted to assess its value in risk stratification for pediatric patients with renal tumors in the future.
引用
收藏
页码:3202 / 3212
页数:11
相关论文
共 19 条
  • [1] [Anonymous], EUR J CANC
  • [2] Intra-Tumor Genetic Heterogeneity in Wilms Tumor: Clonal Evolution and Clinical Implications
    Cresswell, George D.
    Apps, John R.
    Chagtai, Tasnim
    Mifsud, Borbala
    Bentley, Christopher C.
    Maschietto, Mariana
    Popov, Sergey D.
    Weeks, Mark E.
    Olsen, Oystein E.
    Sebire, Neil J.
    Pritchard-Jones, Kathy
    Luscombe, Nicholas M.
    Williams, Richard D.
    Mifsud, William
    [J]. EBIOMEDICINE, 2016, 9 : 120 - 129
  • [3] Advances in Wilms Tumor Treatment and Biology: Progress Through International Collaboration
    Dome, Jeffrey S.
    Graf, Norbert
    Geller, James I.
    Fernandez, Conrad V.
    Mullen, Elizabeth A.
    Spreafico, Filippo
    Van den Heuvel-Eibrink, Marry
    Pritchard-Jones, Kathy
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (27) : 2999 - U94
  • [4] Dome JS, 2014 AM SOC CLIN ONC
  • [5] Prostate Cancer Aggressiveness: Assessment with Whole-Lesion Histogram Analysis of the Apparent Diffusion Coefficient
    Donati, Olivio F.
    Mazaheri, Yousef
    Afaq, Asim
    Vargas, Hebert A.
    Zheng, Junting
    Moskowitz, Chaya S.
    Hricak, Hedvig
    Akin, Oguz
    [J]. RADIOLOGY, 2014, 271 (01) : 143 - 152
  • [6] Graf N, 2000, ROLE PREOPERATIVE CH
  • [7] A multi-Gaussian model for apparent diffusion coefficient histogram analysis of Wilms' tumour subtype and response to chemotherapy
    Hales, Patrick W.
    Olsen, Oystein E.
    Sebire, Neil J.
    Pritchard-Jones, Kathy
    Clark, Chris A.
    [J]. NMR IN BIOMEDICINE, 2015, 28 (08) : 948 - 957
  • [8] TEXTURAL FEATURES FOR IMAGE CLASSIFICATION
    HARALICK, RM
    SHANMUGAM, K
    DINSTEIN, I
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (06): : 610 - 621
  • [9] Use of DWI in the Differentiation of Renal Cortical Tumors
    Hoetker, Andreas M.
    Mazaheri, Yousef
    Wibmer, Andreas
    Zheng, Junting
    Moskowitz, Chaya S.
    Tickoo, Satish K.
    Russo, Paul
    Hricak, Hedvig
    Akin, Oguz
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2016, 206 (01) : 100 - 105
  • [10] Tumors in pediatric patients at diffusion-weighted MR imaging: Apparent diffusion coefficient and tumor cellularity
    Humphries, Paul D.
    Sebire, Neil J.
    Siegel, Marilyn J.
    Olsen, Oystein E.
    [J]. RADIOLOGY, 2007, 245 (03) : 848 - 854