Home    中文  
 
  • Search
  • lucene Search
  • Citation
  • Fig/Tab
  • Adv Search
Just Accepted  |  Current Issue  |  Archive  |  Featured Articles  |  Most Read  |  Most Download  |  Most Cited

Chinese Journal of Clinicians(Electronic Edition) ›› 2018, Vol. 12 ›› Issue (09): 512-517. doi: 10.3877/cma.j.issn.1674-0785.2018.09.007

Special Issue:

• Clinical Research • Previous Articles     Next Articles

Differential diagnosis of hepatocellular carcinoma and hepatic metastases from colorectal cancer using texture features derived from DCE-MRI

Ye Li1, Ailian Liu1,(), Yan Guo2, Qingwei Song1, Xulun Lu1, Anliang Chen1   

  1. 1. The First Affiliated Hospital of Dalian Medical University, Dalian 116011, China
    2. General Electric Healthcare, Shanghai 110000, China
  • Received:2018-04-09 Online:2018-05-01 Published:2018-05-01
  • Contact: Ailian Liu
  • About author:
    Corresponding author: Liu Ailian, Email:

Abstract:

Objective

To investigate the value of Ktrans (the volume transfer constant from plasma to the extracellular extravascular space), HPI (hepatic arterial perfusion index), and their texture features derived from dynamic contrast-enhanced MRI (DCE-MRI) in the differentiation of hepatocellular carcinoma (HCC) and hepatic metastases from colorectal cancer (HM).

Methods

Twenty-eight patients with HCC or HM who underwent DCE-MRI between December 2015 and January 2017 at the First Affiliated Hospital of Dalian Medical University were included. Among them, 15 patients had HCC (16 lesions) and 13 had HM (19 lesions), which were confirmed by imaging follow-up or by surgery and pathology. DCE-MRI images were acquired using the liver acquisition with volume acceleration (LAVA) sequence which consisted of multi-flip angle (FA) contrast free image acquisition (FA=3°, 6°, 9°, and 12°) for T1 mapping, and a continuous multiphase acquisition (FA=12°) to capture contrast medium wash-in and wash-out. The flip and dynamic images were acquired using the same parameters but different FA: TR/TE, 3.1/1.3 ms; with 30 phases, 6 seconds each phase and a total of 3.14 min. The t-test or the Wilcoxon test was used to compare the differences of the texture features.

Results

Mean value of Ktrans of HCC was significantly higher than that of HM (P=0.020). Mean values of HPI had no statistical difference between the two groups. The cluster shade from Ktrans and inertia from HPI of HCC were lower than that of HM. The inertia from HPI of HCC were lower than that of HM. The correlation from HPI of HCC was statistically significantly higher than that of HM. There were no differences between HCC and HM regarding other texture features.

Conclusion

Texture features of Ktrans and HPI can provided an important guiding role in clinical work.

Key words: Dynamic contrast-enhanced, Hepatic metastases from colorectal cancer, Hepatocellular carcinoma, GLCM, Texture features

京ICP 备07035254号-20
Copyright © Chinese Journal of Clinicians(Electronic Edition), All Rights Reserved.
Tel: 010-57830845 E-mail: zhlcyszz@cma.org.cn
Powered by Beijing Magtech Co. Ltd