Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor

被引:39
|
作者
Shindo, Toshikazu [1 ]
Fukukura, Yoshihiko [1 ]
Umanodan, Tomokazu [1 ]
Takumi, Koji [1 ]
Hakamada, Hiroto [1 ]
Nakajo, Masanori [1 ]
Umanodan, Aya [1 ]
Ideue, Junichi [1 ]
Kamimura, Kiyohisa [1 ]
Yoshiura, Takashi [1 ]
机构
[1] Kagoshima Univ, Grad Sch Med & Dent Sci, Dept Radiol, 8-35-1 Sakuragaoka, Kagoshima 8908544, Japan
基金
日本学术振兴会;
关键词
SQUAMOUS-CELL CARCINOMA; WEIGHTED MRI; CANCER; LESIONS; PROGNOSIS; STANDARD; HEAD; MAP;
D O I
10.1097/MD.0000000000002574
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The aim of this study was to investigate whether histogram analysis in diffusion-weighted (DW) magnetic resonance imaging (MRI) can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors. Sixty-four patients with histologically confirmed 53 pancreatic adenocarcinomas or 19 neuroendocrine tumors underwent DW MRI. We evaluated the pixel distribution histogram parameters (mean, skewness, kurtosis, and entropy) of the apparent diffusion coefficient (ADC) values derived from b-values of 0 and 200 (ADC(200)), 0 and 400 (ADC(400)), or 0 and 800 (ADC(800)) s/mm(2). Histogram parameters were compared between pancreatic adenocarcinomas and neuroendocrine tumors, and the diagnostic performance was evaluated by using receiver operating characteristic (ROC) analysis. The mean ADC(200) and ADC(400) were significantly higher in neuroendocrine tumors than in pancreatic adenocarcinomas (P = 0.001 and P = 0.019, respectively). Pancreatic adenocarcinomas showed significantly higher skewness and kurtosis on ADC(400) (P = 0.007 and P = 0.001, respectively) and ADC(800) (P = 0.001 and P = 0.001, respectively). With all b-value combinations, the entropy of ADC values was significantly higher in pancreatic adenocarcinomas (P P = 0.001 for ADC(400); P < 0.001 for ADC(800)), and showed the highest area under the ROC curve for diagnosing adenocarcinomas (0.77 for ADC(200), 0.76 for ADC(400), and 0.78 for ADC(800)). ADC histogram analysis of DW MRI can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors.
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页数:7
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