Diffusion Kurtosis Imaging Study of Rectal Adenocarcinoma Associated with Histopathologic Prognostic Factors: Preliminary Findings

被引:107
作者
Zhu, Lan [1 ]
Pan, Zilai [1 ]
Ma, Qian [2 ]
Yang, Wenjie [1 ]
Shi, Hongyuan [1 ]
Fu, Caixia [3 ]
Yan, Xu [4 ]
Du, Lianjun [1 ]
Yan, Fuhua [1 ]
Zhang, Huan [1 ]
机构
[1] Shanghai Jiao Tong Univ Med, Ruijin Hosp, Dept Radiol, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China
[2] Shanghai Jiao Tong Univ Med, Ruijin Hosp, Dept Pathol, 197 Ruijin Er Rd, Shanghai 200025, Peoples R China
[3] Siemens Shenzhen Magnet Resonance, Shenzhen, Peoples R China
[4] Siemens Healthcare, MR Collaborat NE Asia, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
PREOPERATIVE CHEMORADIOTHERAPY; COLORECTAL-CARCINOMA; CANCER; RADIOTHERAPY; COEFFICIENT; MRI; CLUSTERS; INVASION;
D O I
10.1148/radiol.2016160094
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 determine the correlation between diffusion kurtosis imaging (DKI)-derived parameters and prognostic factors for rectal adenocarcinoma. Materials and Methods: This study was approved by the local institute review board, and written informed consent was obtained from each patient. Data from 56 patients (median age, 59.5 years; age range, 31-86 years) with rectal adenocarcinoma between April 2014 and September 2015 were involved in this prospective study. DKI (b = 0, 700, 1400, and 2100 sec/mm(2)) and conventional diffusion-weighted imaging (b = 0, 1000 sec/mm(2)) were performed. Kurtosis and diffusivity from DKI and apparent diffusion coefficients (ADCs) from diffusion- weighted imaging were measured by two radiologists. Student t test, receiver operating characteristic curves, and Spearman correlation were used for statistical analysis. Results: Kurtosis was significantly higher in high-grade than in low-grade rectal adenocarcinomas on the basis of both the number of poorly differentiated clusters (PDCs) (1.136 +/- 0.086 vs 0.988 +/- 0.060, P < .05) and World Health Organization (WHO) grades (1.103 +/- 0.086 [standard deviation] vs 1.034 +/- 0.103, P < .05). In PDC grading, the diffusivity and ADC were significantly lower in high-grade tumors than in low-grade tumors (1.187 +/- 0.150 vs 1.306 +/- 0.129 and 1.020 +/- 0.113 vs 1.108 +/- 0.097, respectively; P < 05) and showed similar correlations with histologic grades (r = -0.486 and r = -0.406, respectively; P >.05). Compared with both diffusivity and ADC, kurtosis showed significantly higher sensitivity (83.3% [20 of 24] vs 70.8% [17 of 24] and 70.8% [17 of 24], respectively) and specificity (96.8% [31 of 32] vs 84.4% [24 of 32] and 81.3% [26 of 32], respectively). Kurtosis showed a better correlation with PDC grades than with WHO grades (r = 0.797 vs r = 0.293, P < 05). Kurtosis was significantly higher in pN1-2 than in pN0 tumors (1.086 +/- 0.103 vs 1.009 +/- 0.086, P < 05). Conclusion: Kurtosis derived from DKI demonstrated a higher correlation with histologic grades compared with diffusivity and ADC. It also showed better performance in differentiating between high-and low-grade rectal adenocarcinomas and between pN1-2 and pN0 tumors. (C) RSNA, 2016
引用
收藏
页码:66 / 76
页数:11
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