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Value of texture analysis based on enhanced MRI for predicting an early therapeutic response to transcatheter arterial chemoembolisation combined with high-intensity focused ultrasound treatment in hepatocellular carcinoma.
Yu, J Y; Zhang, H P; Tang, Z Y; Zhou, J; He, X J; Liu, Y Y; Liu, X J; Guo, D J.
Affiliation
  • Yu JY; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Radiology, Chongqing General Hospital, Chongqing, China.
  • Zhang HP; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Tang ZY; Department of Radiology, Chongqing General Hospital, Chongqing, China.
  • Zhou J; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • He XJ; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Liu YY; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Liu XJ; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Guo DJ; Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China. Electronic address: guodaj@163.com.
Clin Radiol ; 73(8): 758.e9-758.e18, 2018 08.
Article in En | MEDLINE | ID: mdl-29804627
ABSTRACT

AIM:

To evaluate the potential value of texture analysis (TA) based on contrast-enhanced magnetic resonance imaging (MRI) for predicting an early response of patients with hepatocellular carcinoma (HCC) who were treated with transcatheter arterial chemoembolisation (TACE) combined with high-intensity focused ultrasound (HIFU). MATERIALS AND

METHODS:

Patients with HCC (n=89) who underwent contrast-enhanced MRI at 1.5 T 1 week before and 1 week, 1 month, and 3 months after TACE/HIFU were included in this retrospective study. Early responses were evaluated by two radiologists according to the Response Evaluation Criteria in Cancer of the Liver (RECICL). An independent Student's t-test and the Mann-Whitney U-test were used to compare the TA parameters between the complete response (CR) group and the non-complete response (NCR) group. Logistic regression and receiver operating characteristic (ROC) curve analyses were performed to assess the predictive value of the NCR lesions.

RESULTS:

Among the 89 patients, 58 showed CR and 31 showed NCR. Before TACE/HIFU, the CR group showed higher uniformity and energy but lower entropy than the NCR group (p<0.05). After TACE/HIFU, the CR group showed higher uniformity and energy but lower entropy and skewness than the NCR group (p<0.05). The logistic regression and ROC curve analyses showed that the entropy before TACE/HIFU and the skewness and entropy 1 week after TACE/HIFU were predictors of an early response.

CONCLUSION:

TA parameters based on contrast-enhanced MRI images 1 week before and after TACE/HIFU may act as imaging biomarkers to predict an early response of patients with HCC.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Image Interpretation, Computer-Assisted / Image Enhancement / Chemoembolization, Therapeutic / Carcinoma, Hepatocellular / Extracorporeal Shockwave Therapy / Liver Neoplasms Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Clin Radiol Year: 2018 Document type: Article Affiliation country: China

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Magnetic Resonance Imaging / Image Interpretation, Computer-Assisted / Image Enhancement / Chemoembolization, Therapeutic / Carcinoma, Hepatocellular / Extracorporeal Shockwave Therapy / Liver Neoplasms Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Clin Radiol Year: 2018 Document type: Article Affiliation country: China
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