Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy

PurposeThis study aimed to identify preoperative gadoxetic acid-enhanced MRI features and establish a nomogram for predicting early recurrence (≤ 2 years) of hepatocellular carcinoma (HCC) after ablation therapy.MethodsA total of 160 patients who underwent gadoxetic acid-enhanced MRI and ablation HC...

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Main Authors: Chengguang Hu, Yangda Song, Jing Zhang, Lin Dai, Cuirong Tang, Meng Li, Weijia Liao, Yuchen Zhou, Yikai Xu, Yong-Yuan Zhang, Yuanping Zhou
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.649682/full
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author Chengguang Hu
Chengguang Hu
Yangda Song
Yangda Song
Jing Zhang
Lin Dai
Cuirong Tang
Cuirong Tang
Meng Li
Meng Li
Weijia Liao
Yuchen Zhou
Yikai Xu
Yong-Yuan Zhang
Yuanping Zhou
spellingShingle Chengguang Hu
Chengguang Hu
Yangda Song
Yangda Song
Jing Zhang
Lin Dai
Cuirong Tang
Cuirong Tang
Meng Li
Meng Li
Weijia Liao
Yuchen Zhou
Yikai Xu
Yong-Yuan Zhang
Yuanping Zhou
Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy
Frontiers in Oncology
magnetic resonance imaging
hepatocellular carcinoma
nomogram
prediction
early recurrence
ablation technique
author_facet Chengguang Hu
Chengguang Hu
Yangda Song
Yangda Song
Jing Zhang
Lin Dai
Cuirong Tang
Cuirong Tang
Meng Li
Meng Li
Weijia Liao
Yuchen Zhou
Yikai Xu
Yong-Yuan Zhang
Yuanping Zhou
author_sort Chengguang Hu
title Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy
title_short Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy
title_full Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy
title_fullStr Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy
title_full_unstemmed Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation Therapy
title_sort preoperative gadoxetic acid-enhanced mri based nomogram improves prediction of early hcc recurrence after ablation therapy
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-05-01
description PurposeThis study aimed to identify preoperative gadoxetic acid-enhanced MRI features and establish a nomogram for predicting early recurrence (≤ 2 years) of hepatocellular carcinoma (HCC) after ablation therapy.MethodsA total of 160 patients who underwent gadoxetic acid-enhanced MRI and ablation HCC therapy from January 2015 to June 2018, were included retrospectively and divided into a training cohort (n = 112) and a validation cohort (n = 48). Independent clinical risk factors and gadoxetic acid-enhanced MRI features associated with early recurrence were identified by univariate and multivariate logistic regression analysis and used for construction of a nomogram. The performance of the nomogram was evaluated by discrimination, calibration, and clinical utility.ResultsAlpha-fetoprotein (AFP) level, tumor number, arterial peritumoral enhancement, satellite nodule and peritumoral hypointensity at hepatobiliary phases in the training cohort were identified as independent risk factors for early recurrence after ablation. A new nomogram that was constructed with these five features showed an area under the curve (AUC) of 0.843 (95%CI 0.771-0.916) and 0.835 (95%CI 0.713-0.956) in the training and validation cohort, respectively. The calibration curve and decision curve analysis (DCA) suggested that the nomogram had good consistency and clinical utility.ConclusionsA new nomogram that was constructed using four preoperative gadoxetic acid-enhanced MRI features and serum AFP level can predict the risk of early HCC recurrence after ablation therapy with AUC up to 0.843. The strong performance of this nomogram may help hepatologists to categorize patients’ recurrent risk to guide selecting treatment options and improve postoperative management.
topic magnetic resonance imaging
hepatocellular carcinoma
nomogram
prediction
early recurrence
ablation technique
url https://www.frontiersin.org/articles/10.3389/fonc.2021.649682/full
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spelling doaj-7dc90f6ab4164d79808ec4894ffaa0a22021-05-21T13:41:55ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-05-011110.3389/fonc.2021.649682649682Preoperative Gadoxetic Acid-Enhanced MRI Based Nomogram Improves Prediction of Early HCC Recurrence After Ablation TherapyChengguang Hu0Chengguang Hu1Yangda Song2Yangda Song3Jing Zhang4Lin Dai5Cuirong Tang6Cuirong Tang7Meng Li8Meng Li9Weijia Liao10Yuchen Zhou11Yikai Xu12Yong-Yuan Zhang13Yuanping Zhou14Guangdong Provincial Key Laboratory of Gastroenterology, Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaGuangdong Provincial Key Laboratory of Gastroenterology, Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaGuangdong Provincial Key Laboratory of Gastroenterology, Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaGuangdong Provincial Key Laboratory of Gastroenterology, Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaLaboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, ChinaDepartment of General Surgery, Hospital of Integrated TCM and Western Medicine, Southern Medical University, Guangzhou, ChinaDepartment of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaHBVtech, Germantown, MD, United StatesGuangdong Provincial Key Laboratory of Gastroenterology, Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, ChinaPurposeThis study aimed to identify preoperative gadoxetic acid-enhanced MRI features and establish a nomogram for predicting early recurrence (≤ 2 years) of hepatocellular carcinoma (HCC) after ablation therapy.MethodsA total of 160 patients who underwent gadoxetic acid-enhanced MRI and ablation HCC therapy from January 2015 to June 2018, were included retrospectively and divided into a training cohort (n = 112) and a validation cohort (n = 48). Independent clinical risk factors and gadoxetic acid-enhanced MRI features associated with early recurrence were identified by univariate and multivariate logistic regression analysis and used for construction of a nomogram. The performance of the nomogram was evaluated by discrimination, calibration, and clinical utility.ResultsAlpha-fetoprotein (AFP) level, tumor number, arterial peritumoral enhancement, satellite nodule and peritumoral hypointensity at hepatobiliary phases in the training cohort were identified as independent risk factors for early recurrence after ablation. A new nomogram that was constructed with these five features showed an area under the curve (AUC) of 0.843 (95%CI 0.771-0.916) and 0.835 (95%CI 0.713-0.956) in the training and validation cohort, respectively. The calibration curve and decision curve analysis (DCA) suggested that the nomogram had good consistency and clinical utility.ConclusionsA new nomogram that was constructed using four preoperative gadoxetic acid-enhanced MRI features and serum AFP level can predict the risk of early HCC recurrence after ablation therapy with AUC up to 0.843. The strong performance of this nomogram may help hepatologists to categorize patients’ recurrent risk to guide selecting treatment options and improve postoperative management.https://www.frontiersin.org/articles/10.3389/fonc.2021.649682/fullmagnetic resonance imaginghepatocellular carcinomanomogrampredictionearly recurrenceablation technique