The value of diffusion kurtosis imaging in assessing pathological complete response to neoadjuvant chemoradiation therapy in rectal cancer: a comparison with conventional diffusion-weighted imaging

被引:51
|
作者
Hu, Feixiang [1 ]
Tang, Wei [1 ]
Sun, Yiqun [1 ]
Wan, Dang [1 ]
Cai, Sanjun [2 ]
Zhang, Zhen [3 ]
Grimm, Robert [4 ]
Yan, Xu [5 ]
Fu, Caixia [6 ]
Tong, Tong [1 ]
Peng, Weijun [1 ]
机构
[1] Fudan Univ, Shanghai Canc Ctr, Shanghai Med Coll, Dept Radiol,Dept Oncol, Shanghai, Peoples R China
[2] Fudan Univ, Shanghai Canc Ctr, Shanghai Med Coll, Dept Colorectal Surg,Dept Oncol, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Canc Ctr, Shanghai Med Coll, Dept Radiotherapy,Dept Oncol, Shanghai, Peoples R China
[4] Siemens Healthcare GmbH, MR Applicat Predev, Erlangen, Germany
[5] Siemens Healthcare, MR Collaborat NE Asia, Shanghai, Peoples R China
[6] Siemens Shenzhen Magnet Resonance Ltd, APPL, Shenzhen, Peoples R China
关键词
diffusion kurtosis imaging; apparent diffusion coefficient; neoadjuvant chemoradiation therapy; locally advanced rectal cancer; pathological complete response; GAUSSIAN WATER DIFFUSION; PREOPERATIVE CHEMORADIOTHERAPY; PROSTATE-CANCER; TUMOR RESPONSE; HEPATOCELLULAR-CARCINOMA; PRELIMINARY EXPERIENCE; RADIATION-THERAPY; PREDICTION; RADIOCHEMOTHERAPY; COEFFICIENT;
D O I
10.18632/oncotarget.17491
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: The aim of this study is to comprehensively evaluate the advantage of diffusion kurtosis imaging (DKI) in distinguishing pathological complete response (pCR) from non-pCR patients with locally advanced rectal cancer (LARC) after neoadjuvant chemoradiation therapy (CRT) in comparison to conventional diffusion-weighted imaging (DWI). Material and Methods: Fifty-six consecutive patients diagnosed with LARC were prospectively enrolled and underwent pre-and post-CRT MRI on a 3.0 T MRI scanner. Apparent diffusion coefficient (ADC), mean diffusion (MD) and mean kurtosis (MK) values of the tumor were measured in pre-and post-CRT phases and then compared to histopathologic findings after total mesorectal excision (TME). Both Mann-Whitney U-test and Kruskal-Wallis test were used as statistical methods. Diagnostic performance was determined using receiver operating characteristic (ROC) curve analysis. Results: For a total of 56 rectal lesions (pCR, n = 14; non-pCR, n = 42), the MKpre and MKpost values were much lower for the pCR patients (mean +/- SD, 0.72 +/- 0.09 and 0.56 +/- 0.06, respectively) than those for the non-pCR patients (0.89 +/- 0.11 and 0.68 +/- 0.08, respectively) (p < 0.001). The ADC(post) and the change ratio of apparent diffusion coefficient (ADC(ratio)) values was significantly higher for the pCR patients (mean +/- SD, 1.31 +/- 0.13 and 0.64 +/- 0.34, respectively) than for the non-pCR patients (1.12 +/- 0.16 and 0.33 +/- 0.27, respectively) (p < 0.001 and p = 0.001, respectively). In addition, the MDpost and the change ratio of mean diffusion (MDratio) (2.45 +/- 0.33 vs. 1.95 +/- 0.30, p < 0.001; 0.80 +/- 0.43 vs. 0.35 +/- 0.32, p < 0.001, respectively) also increased, whereas the ADC(pre), MDpre and the change ratio of mean kurtosis (MKratio) of the pCR (0.82 +/- 0.11, 1.40 +/- 0.21, and 0.23 +/- 0.010, respectively) exhibited a neglectable difference with that of the non-pCR (p = 0.332, 0.269, and 0.678, respectively). The MKpost showed relatively high sensitivity (92.9%) and high specificity (83.3%) in comparison to other image indices. The area under the receiver operating characteristic curve (AUROC) that is available for the assessment of pCR using MKpost (0.908, cutoff value = 0.6196) were larger than other parameters and the overall accuracy of MKpost (85.7%) was the highest. Conclusions: Both DKI and conventional DWI hold great potential in predicting treatment response to neoadjuvant chemoradiation therapy in rectal cancer. The DKI parameters, especially MKpost, showed a higher specificity than conventional DWI in assessing pCR and non-pCR in patients with LARC, but the pre-CRT ADC and MD are unreliable.
引用
收藏
页码:75597 / 75606
页数:10
相关论文
共 50 条
  • [1] Pathological correlation with diffusion restriction on diffusion-weighted imaging in patients with pathological complete response after neoadjuvant chemoradiation therapy for locally advanced rectal cancer: preliminary results
    Jang, K. M.
    Kim, S. H.
    Choi, D.
    Lee, S. J.
    Park, M. J.
    Min, K.
    BRITISH JOURNAL OF RADIOLOGY, 2012, 85 (1017): : E566 - E572
  • [2] Value of diffusion-weighted MR imaging in assessing response of neoadjuvant chemo and radiation therapy in locally advanced rectal cancer
    Marouf, Rania A.
    Tadros, Mary Y.
    Ahmed, Tarek Y.
    EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, 2015, 46 (03): : 553 - 561
  • [3] Diffusion-weighted magnetic resonance imaging for predicting the response of rectal cancer to neoadjuvant concurrent chemoradiation
    Cai, Gang
    Xu, Ye
    Zhu, Ji
    Gu, Wei-Lie
    Zhang, Shuai
    Ma, Xue-Jun
    Cai, San-Jun
    Zhang, Zhen
    WORLD JOURNAL OF GASTROENTEROLOGY, 2013, 19 (33) : 5520 - 5527
  • [4] Diffusion-weighted magnetic resonance imaging for predicting the response of rectal cancer to neoadjuvant concurrent chemoradiation
    Gang Cai
    Ye Xu
    Ji Zhu
    Wei-Lie Gu
    Shuai Zhang
    Xue-Jun Ma
    San-Jun Cai
    Zhen Zhang
    World Journal of Gastroenterology, 2013, 19 (33) : 5520 - 5527
  • [5] Pathological prognostic factors of rectal cancer based on diffusion-weighted imaging, intravoxel incoherent motion, and diffusion kurtosis imaging
    Zhou, Mi
    Chen, Mengyuan
    Luo, Mingfang
    Chen, Meining
    Huang, Hongyun
    EUROPEAN RADIOLOGY, 2025, 35 (02) : 979 - 988
  • [6] Predicting response to neoadjuvant chemoradiation therapy in locally advanced rectal cancer: Diffusion-weighted 3 tesla MR imaging
    Jung, Se Hee
    Heo, Suk Hee
    Kim, Jin Woong
    Jeong, Yong Yeon
    Shin, Sang Soo
    Soung, Min-Gyu
    Kim, Heong Rok
    Kang, Heoung Keun
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2012, 35 (01) : 110 - 116
  • [7] Diffusion-weighted imaging in assessing pathological response of tumor in breast cancer subtype to neoadjuvant chemotherapy
    Liu, Shangang
    Ren, Ruimei
    Chen, Zhaoqiu
    Wang, Yongsheng
    Fan, Tingyong
    Li, Chengli
    Zhang, Pinliang
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 42 (03) : 779 - 787
  • [8] Quantitative aspects of diffusion-weighted magnetic resonance imaging in rectal cancer response to neoadjuvant therapy
    Bassaneze, Thiago
    Goncalves, Jose Eduardo
    Faria, Juliano Ferreira
    Palma, Rogerio Tadeu
    Waisberg, Jaques
    RADIOLOGY AND ONCOLOGY, 2017, 51 (03) : 270 - 276
  • [9] The value of restriction spectrum imaging in predicting lymph node metastases in rectal cancer: a comparative study with diffusion-weighted imaging and diffusion kurtosis imaging
    Yin, Huijia
    Liu, Wenling
    Xue, Qin
    Song, Chen
    Ren, Jipeng
    Li, Ziqiang
    Wang, Dongdong
    Wang, Kaiyu
    Han, Dongming
    Yan, Ruifang
    INSIGHTS INTO IMAGING, 2024, 15 (01):
  • [10] Factors affecting the value of diffusion-weighted imaging for identifying breast cancer patients with pathological complete response on neoadjuvant systemic therapy: a systematic review
    Kay J. J. van der Hoogt
    Robert J. Schipper
    Gonneke A. Winter-Warnars
    Leon C. ter Beek
    Claudette E. Loo
    Ritse M. Mann
    Regina G. H. Beets-Tan
    Insights into Imaging, 12