肝脏 ›› 2020, Vol. 25 ›› Issue (7): 721-723.

• 肝硬化 • 上一篇    下一篇

MRI图像纹理定量分析肝硬化再生结节与小肝癌的应用价值

李鹏, 郭仲杰, 杨旭, 赵宏波, 梁浩然   

  1. 710021 陕西 西安医学院影像诊断教研室(李鹏,杨旭,赵宏波);绵阳市中心医院放射科(郭仲杰);西安医学院附属二一五医院影像科(梁浩然)
  • 收稿日期:2019-07-11 发布日期:2020-08-06

The application of quantitative magnetic resonance imaging texture analysis in the differentiation between regenerative nodules and small liver cancer in cirrhotic liver

LI Peng, GUO Zhong-jie, YANG Xu, ZHAO Hong-bo, LIANG Hao-ran   

  1. Department of Imaging Diagnosis, Xi'an Medical College,Shanxi 710021, China
  • Received:2019-07-11 Published:2020-08-06

摘要: 目的: 研究磁共振(MRI)图像纹理定量分析肝硬化再生结节与小肝癌的应用价值。方法: 回顾性分析我院2017年4月—2018年4月收治的44例肝硬化伴结节患者的临床资料,其中小肝癌患者25例,设为小肝癌组,肝硬化结节再生患者19例,设为肝硬化结节再生组。两组患者均行MRI检查,对比两组MRI图像纹理参数能量、对比度、相关性、逆差距、熵的差异,并将有差异的参数纳入ROC分析,明确其预测小肝癌的价值。结果: 小肝癌组MRI图像纹理参数能量、相关性显著低于肝硬化结节再生组,熵显著高于肝硬化结节再生组,差异有统计学意义(P<0.05)。经ROC分析,能量、相关性、熵预测小肝癌的曲线下面积分别为0.939、0.761、0.892。结论: MRI图像纹理定量分析对肝硬化结节癌变的识别准确率较高,可用于肝硬化再生结节与小肝癌的诊断、鉴别,建议临床推广应用。

关键词: 肝硬化, 再生结节, 小肝癌, 磁共振

Abstract: Objective To study on the application value of quantitative magnetic resonance imaging (MRI) texture analysis in the differentiation between regenerative nodules and small liver cancer in cirrhotic liver. Methods The clinical data of 44 cirrhotic patients with liver nodules who admitted to our hospital from April 2017 to April 2018 were retrospectively analyzed. They were divided into small liver cancer group(N=25)and regenerative nodule group(N=19). MRI examination had been performed on in both groups of patients and the differences of MRI texture parameter energy, contrast, correlation, deficit distance and entropy between these two groups were compared. Moreover, Receiver operating characteristic curve (ROC) analysis was performed on the parameters that had differences to clarify their efficiencies in predicting small liver cancer. Results The energy and correlation of MRI texture parameters in the small liver cancer group were significantly lower than those in the regeneration nodule group, whereas the entropy was significantly higher in the small liver cancer group. The area under the ROC curve predicted by energy, correlation and entropy for small liver cancer was 0.939, 0.761 and 0.892, respectively. Conclusion The quantitative analysis of MRI texture is of high accuracy in the recognition of malignant changes of cirrhotic nodules, which has clinical application value in the differentiation between cirrhotic regenerated nodules and small liver cancer.

Key words: Cirrhosis of the liver, Regenerated nodules, Small liver cancer, Magnetic resonance