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Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection.
Brenet Defour, Lucie; Mulé, Sébastien; Tenenhaus, Arthur; Piardi, Tullio; Sommacale, Daniele; Hoeffel, Christine; Thiéfin, Gérard.
Afiliação
  • Brenet Defour L; Service d'Hépato-Gastroentérologie et de Cancérologie Digestive, Centre Hospitalier Universitaire de Reims, 51092, Reims, France.
  • Mulé S; Service d'Imagerie Médicale, Centre Hospitalier Universitaire de Reims, Reims, France.
  • Tenenhaus A; Laboratoire des Signaux et Systèmes, CentraleSupélec, Université Paris-Saclay, Gif sur Yvette, France.
  • Piardi T; Service de Chirurgie Générale, Digestive et Endocrine, Centre Hospitalier Universitaire de Reims, Reims, France.
  • Sommacale D; Service de Chirurgie Générale, Digestive et Endocrine, Centre Hospitalier Universitaire de Reims, Reims, France.
  • Hoeffel C; Service d'Imagerie Médicale, Centre Hospitalier Universitaire de Reims, Reims, France.
  • Thiéfin G; CReSTIC, Université de Reims Champagne-Ardenne, Reims, France.
Eur Radiol ; 29(3): 1231-1239, 2019 Mar.
Article em En | MEDLINE | ID: mdl-30159621
OBJECTIVES: To determine whether image texture parameters analysed on pre-operative contrast-enhanced computed tomography (CT) can predict overall survival and recurrence-free survival in patients with hepatocellular carcinoma (HCC) treated by surgical resection. METHODS: We retrospectively included all patients operated for HCC who had liver contrast-enhanced CT within 3 months prior to treatment in our centre between 2010 and 2015. The following texture parameters were evaluated on late-arterial and portal-venous phases: mean grey-level, standard deviation, kurtosis, skewness and entropy. Measurements were made before and after spatial filtration at different anatomical scales (SSF) ranging from 2 (fine texture) to 6 (coarse texture). Lasso penalised Cox regression analyses were performed to identify independent predictors of overall survival and recurrence-free survival. RESULTS: Forty-seven patients were included. Median follow-up time was 345 days (interquartile range [IQR], 176-569). Nineteen patients had a recurrence at a median time of 190 days (IQR, 141-274) and 13 died at a median time of 274 days (IQR, 96-411). At arterial CT phase, kurtosis at SSF = 4 (hazard ratio [95% confidence interval] = 3.23 [1.35-7.71] p = 0.0084) was independent predictor of overall survival. At portal-venous phase, skewness without filtration (HR [CI 95%] = 353.44 [1.31-95102.23], p = 0.039), at SSF2 scale (HR [CI 95%] = 438.73 [2.44-78968.25], p = 0.022) and SSF3 (HR [CI 95%] = 14.43 [1.38-150.51], p = 0.026) were independently associated with overall survival. No textural feature was identified as predictor of recurrence-free survival. CONCLUSIONS: In patients with resectable HCC, portal venous phase-derived CT skewness is significantly associated with overall survival and may potentially become a useful tool to select the best candidates for resection. KEY POINTS: • HCC heterogeneity as evaluated by texture analysis of contrast-enhanced CT images may predict overall survival in patients treated by surgical resection. • Among texture parameters, skewness assessed at different anatomical scales at portal-venous phase CT is an independent predictor of overall survival after resection. • In patients with HCC, CT texture analysis may have the potential to become a useful tool to select the best candidates for resection.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Tomografia Computadorizada Multidetectores / Hepatectomia / Neoplasias Hepáticas Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged País/Região como assunto: Europa Idioma: En Revista: Eur Radiol Assunto da revista: RADIOLOGIA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: França

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma Hepatocelular / Tomografia Computadorizada Multidetectores / Hepatectomia / Neoplasias Hepáticas Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged País/Região como assunto: Europa Idioma: En Revista: Eur Radiol Assunto da revista: RADIOLOGIA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: França