Diffusion-kurtosis imaging predicts early radiotherapy response in nasopharyngeal carcinoma patients

被引:4
|
作者
Wu, Gang [1 ]
Li, Meng-Meng [2 ]
Chen, Feng [3 ]
Lin, Shao-Ming [1 ]
Yang, Kai [3 ]
Zhao, Ying-Man [3 ]
Zhu, Xiao-Lei [4 ]
Huang, Wei-Yuan [3 ]
Li, Jian-Jun [3 ]
机构
[1] Hainan Gen Hosp, Dept Radiotherapy, Haikou, Hainan, Peoples R China
[2] Hainan Gen Hosp, Res & Educ Dept, Haikou, Hainan, Peoples R China
[3] Hainan Gen Hosp, Dept Radiol, Haikou, Hainan, Peoples R China
[4] Siemens Healthcare, MR Sci Mkt NE Asia, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
diffusion-kurtosis imaging; DKI; magnetic romance imaging; MRI; nasopharyngeal carcinoma; NPC; radiotherapy; SQUAMOUS-CELL CARCINOMA; INTENSITY-MODULATED RADIOTHERAPY; INTRAVOXEL INCOHERENT MOTION; GAUSSIAN WATER DIFFUSION; COEFFICIENT ADC; HEAD; ACCURACY; MRI;
D O I
10.18632/oncotarget.19820
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
In this prospective study, we analyzed diffusion kurtosis imaging (DKI) parameters to predict the early response to radiotherapy in 23 nasopharyngeal carcinoma (NPC) patients. All patients underwent conventional magnetic resonance imaging (MRI) and DKI before and after radiotherapy. The patients were divided into response (RG; no residual tumors; 16/23 patients) and no-response (NRG; residual tumors; 7/23 patients) groups, based on MRI and biopsy results 3 months after radiotherapy. The maximum diameter of tumors in RG and NRG patients were similar prior to radiotherapy (p=0.103). The pretreatment diffusion coefficient (D) parameters (D-axis, D-mean and D-rad) were higher in RG than NRG patients (p=0.022, p=0.027 and p=0.027). Conversely, the pre-treatment fractional anisotropy (FA) and kurtosis coefficient (K) parameters (K-axis, K-fa, K-mean, K-rad and M-kt) were lower in RG than NRG patients (p=0.015, p=0.022, p=0.008, p=0.004, p=0.001, p=0.002). The K-rad coefficient (0.76) was the best parameter to predict the radiotherapy response. Based on receiver operating characteristic curve analysis K-rad showed 71.4% sensitivity and 93.7% specificity (AUC: 0.897, 95% CI, 0.756-1). Multivariate analysis indicated DKI parameters were independent prognostic factors for the short-term effect in NPC. Thus, DKI predicts the early response to radiotherapy in NPC patients.
引用
收藏
页码:66128 / 66136
页数:9
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