Evaluation of a Simplified Intravoxel Incoherent Motion (IVIM) Analysis of Diffusion-Weighted Imaging for Prediction of Tumor Size Changes and Imaging Response in Breast Cancer Liver Metastases Undergoing Radioembolization A Retrospective Single Center Analysis

被引:27
|
作者
Pieper, Claus C. [1 ]
Sprinkart, Alois M. [1 ]
Meyer, Carsten [1 ]
Koenig, Roy [1 ]
Schild, Hans H. [1 ]
Kukuk, Guido M. [1 ]
Muertz, Petra [1 ]
机构
[1] Univ Bonn, Dept Radiol, Sigmund Freud Str 25, D-53105 Bonn, Germany
关键词
SOLID TUMORS; B-VALUES; TRANSARTERIAL RADIOEMBOLIZATION; MICROSPHERE TREATMENT; HEPATIC MALIGNANCIES; Y-90; MICROSPHERES; FDG PET; MR; PERFUSION; COEFFICIENT;
D O I
10.1097/MD.0000000000003275
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
To investigate the value of a simplified intravoxel incoherent motion (IVIM) analysis for evaluation of therapy-induced tumor changes and response of breast cancer liver metastases (mBRC) undergoing radioembolization. In 21 females (mean age 54 years, range 43-72) with mBRC tumor size changes and response evaluation criteria in solid tumors (RECIST) response to 26 primary radioembolization procedures were analyzed. Standard 1.5-T liver magnetic resonance imaging including respiratory-gated diffusion-weighted imaging (DWI) with b0=0 s/mm(2), b1=50 s/mm(2), b2=800s/mm(2) before and 6 weeks after each treatment was performed. In addition to the apparent diffusion coefficient (ADC)(0,800), the estimated diffusion coefficient D and the perfusion fraction f were determined using a simplified IVIM approach. For each radioembolization, the 2 largest treated metastases (if available) were analyzed. Lesions were categorized according to size changes into group A (reduction of longest diameter [LD]) and group B (LD increase) after 3 months. Radioembolization procedures were further categorized into response (partial response and stable disease) and nonresponse (progressive disease) according to RECIST after 3 months. ADC and D are given in 10(-6) mm(2)/s. Forty-five metastases were analyzed. Thirty-two lesions were categorized as A; 13 as B. Before therapy, group A lesions showed significantly larger f-values than B (P=0.001), but ADC(0,800) and D did not differ. After therapy, in group A lesions the ADC(0,800)- and D-values increased and f decreased (P<0.0001); in contrast in group B lesions f increased (P=0.001). Groups could be differentiated by preinterventional f and by changes of D and f between pre and postinterventional imaging (area under the curve [AUC] of 0.903, 0.747 and 1.0, respectively). Preinterventional parameters did not differ between responders and nonresponders according to RECIST. ADC(0,800)- and D-values showed a larger increase in responders compared with nonresponders (P=0.013 and P=0.001, respectively). After therapy f-values decreased significantly in responders (P=0.001). Good to excellent prediction of long-term RECIST response was possible by therapy-induced changes in LD, D, and f (AUC 0.903, 0.879, and 0.867, respectively). A simplified IVIM model-based analysis of early post-treatment DWI can deliver additional information on tumor size changes and long-term RECIST response after radioembolization of mBRC. The estimated perfusion fraction f is better suited for response assessment than the conventional ADC(0,800) or D. This can be useful to guide further treatment strategy.
引用
收藏
页数:9
相关论文
共 50 条
  • [41] Intravoxel incoherent motion diffusion-weighted imaging for discriminating the pathological response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer
    Wen Lu
    Hou Jing
    Zhou Ju-Mei
    Nie Shao-Lin
    Cao Fang
    Yu Xiao-Ping
    Lu Qiang
    Zeng Biao
    Zhu Su-Yu
    Hu Ying
    Scientific Reports, 7
  • [42] Intravoxel incoherent motion diffusion-weighted imaging for discriminating the pathological response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer
    Wen Lu
    Hou Jing
    Zhou Ju-Mei
    Nie Shao-Lin
    Cao Fang
    Yu Xiao-Ping
    Lu Qiang
    Zeng Biao
    Zhu Su-Yu
    Hu Ying
    SCIENTIFIC REPORTS, 2017, 7
  • [43] Use of Diffusion-weighted, Intravoxel Incoherent Motion, and Dynamic Contrast-enhanced MR Imaging in the Assessment of Response to Radiotherapy of Lytic Bone Metastases from Breast Cancer
    Gaeta, Michele
    Benedetto, Caterina
    Minutoli, Fabio
    D'Angelo, Tommaso
    Amato, Ernesto
    Mazziotti, Silvio
    Racchiusa, Santi
    Mormina, Enricomaria
    Blandino, Alfredo
    Pergolizzi, Stefano
    ACADEMIC RADIOLOGY, 2014, 21 (10) : 1286 - 1293
  • [44] Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases
    A. Andreou
    D. M. Koh
    D. J. Collins
    M. Blackledge
    T. Wallace
    M. O. Leach
    M. R. Orton
    European Radiology, 2013, 23 : 428 - 434
  • [45] Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases
    Andreou, A.
    Koh, D. M.
    Collins, D. J.
    Blackledge, M.
    Wallace, T.
    Leach, M. O.
    Orton, M. R.
    EUROPEAN RADIOLOGY, 2013, 23 (02) : 428 - 434
  • [46] Standard diffusion-weighted, diffusion kurtosis and intravoxel incoherent motion MR imaging of the whole placenta: a pilot study of volumetric analysis
    Lu, Tao
    Wang, Yishuang
    Guo, Aiwen
    Wei, Cui
    Chen, Yazheng
    Wang, Shaoyu
    Song, Bin
    ANNALS OF TRANSLATIONAL MEDICINE, 2022, 10 (06)
  • [47] Volumetric Analysis of Intravoxel Incoherent Motion Diffusion-Weighted Imaging for Predicting the Response to Chemotherapy in Patients With Locally Advanced Non-Small Cell Lung Cancer
    Jiang, Jianqin
    Leng, Yue
    Liu, Jia
    Yin, Jianbing
    Xiao, Yong
    Gu, Xiaowen
    Zhang, Liang
    Fu, Yigang
    Xu, Gaofeng
    Cui, Lei
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2022, 46 (03) : 406 - 412
  • [48] Intravoxel incoherent motion diffusion-weighted MR imaging of breast cancer at 3.0 tesla: Comparison of different curve-fitting methods
    Suo, Shiteng
    Lin, Naier
    Wang, He
    Zhang, Liangbin
    Wang, Rui
    Zhang, Su
    Hua, Jia
    Xu, Jianrong
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 42 (02) : 362 - 370
  • [49] Associations between angiogenic factors and intravoxel incoherent motion-derived parameters in diffusion-weighted magnetic resonance imaging of breast cancer
    Lee, Youn Joo
    Kim, Sung Hun
    Kang, Bong Joo
    Son, Yo Han
    Grimm, Robert
    MEDICINE, 2021, 100 (41) : E27495
  • [50] Intravoxel Incoherent Motion Diffusion-weighted Magnetic Resonance Imaging combined with Texture Analysis in Predicting the Histological Grades of Rectal Adenocarcinoma
    Gao, Fei
    Zhou, Jie
    Cao, Wuteng
    Gong, Jiaying
    Wang, Peipei
    Wang, Chuanbin
    Fang, Xin
    Zhou, Zhiyang
    CURRENT MEDICAL IMAGING, 2024, 20