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[Value of texture analysis in evaluating liver cancer recurrence after transarterial chemoembolization].
Wang, R; Yang, X Y; Wang, K Y; Wang, S; Li, Q; Wu, J F; Xu, H T; Dai, Y; Han, C P; Xu, K; Chen, G H.
Afiliação
  • Wang R; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Yang XY; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Wang KY; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Wang S; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Li Q; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Wu JF; Ge Pharmaceutical (Shanghai) Co., Ltd, Shanghai 201203, China.
  • Xu HT; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Dai Y; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Han CP; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Xu K; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
  • Chen GH; Department of radiology, Affiliated Hospital of Xuzhou Medical College, Xuzhou 221002, China.
Zhonghua Gan Zang Bing Za Zhi ; 25(3): 200-204, 2017 Mar 20.
Article em Zh | MEDLINE | ID: mdl-28482407
ABSTRACT

Objective:

To investigate the feasibility of contrast-enhanced computer tomography (CT) texture analysis in predicting early recurrence after transarterial chemoembolization (TACE) in patients with liver cancer.

Methods:

A retrospective analysis was performed for 47 patients with liver cancer confirmed by liver biopsy and digital subtraction angiography who underwent upper abdominal contrast-enhanced CT scan before TACE, and according to the presence or absence of focal recurrence within half a year, these patients were divided into early recurrence (ER) group and non-early recurrence (NER) group. The texture analysis was used to delineate tumor boundary layer by layer on the axial contrast-enhanced CT image before liver cancer surgery, and related parameters of tumor heterogeneity, including entropy, mean, non-uniformity, skewness, and kurtosis, were obtained. The independent samples t-test was used for comparison of texture parameters between the two groups. The receiver operating characteristic (ROC) curve was used for the analysis of entropy, mean, and non-uniformity, and the area under the ROC curve (ROC), optical cut-off value, sensitivity, and specificity were calculated to evaluate the efficiency of texture analysis in predicting early focal recurrence after TACE.

Results:

There were 20 patients in the ER group and 27 in the NER group. The ER group had a maximum major axis length of 88.2±36.3 mm and a maximum minor axis length of 41.4±21.4 mm, and the NER group had a maximum major axis length of 66.9±30.2 mm and a maximum minor axis length of 29.3±19.8 mm; the ER group had significantly higher maximum major and minor axis lengths than the NER group (t = 4.89 and 4.62, P < 0.001). The ER group had significantly higher entropy and non-uniformity values than the NER group, and there were no significant differences in skewness and kurtosis between the two groups. Entropy, non-uniformity, and mean had high efficiency in predicting early recurrence after TACE, and the optimal cut-off value of entropy was 4.135.

Conclusion:

Volumetric texture analysis of contrast-enhanced CT images before liver cancer surgery has a high value in predicting early recurrence after TACE.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Angiografia Digital / Quimioembolização Terapêutica / Carcinoma Hepatocelular / Neoplasias Hepáticas / Recidiva Local de Neoplasia Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male / Middle aged Idioma: Zh Ano de publicação: 2017 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Angiografia Digital / Quimioembolização Terapêutica / Carcinoma Hepatocelular / Neoplasias Hepáticas / Recidiva Local de Neoplasia Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male / Middle aged Idioma: Zh Ano de publicação: 2017 Tipo de documento: Article