Cargando…
Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy
PURPOSE: The purpose of this study was to establish a model for predicting early recurrence (≤2 years) of hepatocellular carcinoma (HCC) after anatomical hepatectomy based on the hepatobiliary phase (HBP) imaging characteristics of gadobenate-enhanced MRI. METHODS: A total of 155 patients who underw...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9381876/ https://www.ncbi.nlm.nih.gov/pubmed/35992871 http://dx.doi.org/10.3389/fonc.2022.862967 |
_version_ | 1784769172607074304 |
---|---|
author | Liu, Wanmin Song, Kairong Zheng, Wei Huo, Lei Zhang, Sisi Xu, Xiaowen Wang, Peijun Jia, Ningyang |
author_facet | Liu, Wanmin Song, Kairong Zheng, Wei Huo, Lei Zhang, Sisi Xu, Xiaowen Wang, Peijun Jia, Ningyang |
author_sort | Liu, Wanmin |
collection | PubMed |
description | PURPOSE: The purpose of this study was to establish a model for predicting early recurrence (≤2 years) of hepatocellular carcinoma (HCC) after anatomical hepatectomy based on the hepatobiliary phase (HBP) imaging characteristics of gadobenate-enhanced MRI. METHODS: A total of 155 patients who underwent anatomical hepatectomy HCC therapy and gadobenate-enhanced MRI were included retrospectively. The patients were divided into the early recurrence-free group (n = 103) and the early recurrence group (n = 52). Univariate and multivariate Cox regression analysis was used to determine the independent risk factors related to early recurrence, and four models were established. The preoperative model with/without HBP imaging features (HBP-pre/No HBP-pre model) and the postoperative model with/without HBP imaging features (HBP-post/No HBP-post model). Bootstrap resampling 1,000 times was used to verify the model and displayed by nomograms. The performance of nomograms was evaluated by discrimination, calibration, and clinical utility. Net reclassification improvement (NRI) and integrated discrimination improvement (IDI) were used to evaluate the differences between models and to select the optimal model. RESULTS: Shape, arterial peritumoral enhancement, AFP-L3, and peritumoral hypointensity on HBP were identified as independent risk factors. Prothrombin time (PT) and r-glutamyltransferase (GGT) were selected by multivariate Cox regression. These six factors construct the HBP-pre model. Removing peritumoral hypointensity on HBP was the No HBP-pre model. Adding microvascular invasion (MVI) and microscopic capsule factors were the HBP-post and No HBP-post model. The C-index was 0.766, 0.738, 0.770, and 0.742, respectively. The NRI and IDI of the HBP-pre vs. the No HBP-pre model and the HBP-post vs. the No HBP-post model significantly increased 0.258, 0.092, 0.280, and 0.086, respectively. The calibration curve and decision curve analysis (DCA) had good consistency and clinical utility. However, the NRI and IDI of the No HBP-post vs. the No HBP-pre model and the HBP-post vs. the HBP-pre model did not increase significantly. CONCLUSIONS: Preoperative gadobenate-enhanced MR HBP imaging features significantly improve the model performance while the postoperative pathological factors do not. Therefore, the HBP-pre model is selected as the optimal model. The strong performance of this model may help hepatologists to assess the risk of recurrence in order to guide the selection of treatment options. |
format | Online Article Text |
id | pubmed-9381876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93818762022-08-18 Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy Liu, Wanmin Song, Kairong Zheng, Wei Huo, Lei Zhang, Sisi Xu, Xiaowen Wang, Peijun Jia, Ningyang Front Oncol Oncology PURPOSE: The purpose of this study was to establish a model for predicting early recurrence (≤2 years) of hepatocellular carcinoma (HCC) after anatomical hepatectomy based on the hepatobiliary phase (HBP) imaging characteristics of gadobenate-enhanced MRI. METHODS: A total of 155 patients who underwent anatomical hepatectomy HCC therapy and gadobenate-enhanced MRI were included retrospectively. The patients were divided into the early recurrence-free group (n = 103) and the early recurrence group (n = 52). Univariate and multivariate Cox regression analysis was used to determine the independent risk factors related to early recurrence, and four models were established. The preoperative model with/without HBP imaging features (HBP-pre/No HBP-pre model) and the postoperative model with/without HBP imaging features (HBP-post/No HBP-post model). Bootstrap resampling 1,000 times was used to verify the model and displayed by nomograms. The performance of nomograms was evaluated by discrimination, calibration, and clinical utility. Net reclassification improvement (NRI) and integrated discrimination improvement (IDI) were used to evaluate the differences between models and to select the optimal model. RESULTS: Shape, arterial peritumoral enhancement, AFP-L3, and peritumoral hypointensity on HBP were identified as independent risk factors. Prothrombin time (PT) and r-glutamyltransferase (GGT) were selected by multivariate Cox regression. These six factors construct the HBP-pre model. Removing peritumoral hypointensity on HBP was the No HBP-pre model. Adding microvascular invasion (MVI) and microscopic capsule factors were the HBP-post and No HBP-post model. The C-index was 0.766, 0.738, 0.770, and 0.742, respectively. The NRI and IDI of the HBP-pre vs. the No HBP-pre model and the HBP-post vs. the No HBP-post model significantly increased 0.258, 0.092, 0.280, and 0.086, respectively. The calibration curve and decision curve analysis (DCA) had good consistency and clinical utility. However, the NRI and IDI of the No HBP-post vs. the No HBP-pre model and the HBP-post vs. the HBP-pre model did not increase significantly. CONCLUSIONS: Preoperative gadobenate-enhanced MR HBP imaging features significantly improve the model performance while the postoperative pathological factors do not. Therefore, the HBP-pre model is selected as the optimal model. The strong performance of this model may help hepatologists to assess the risk of recurrence in order to guide the selection of treatment options. Frontiers Media S.A. 2022-08-03 /pmc/articles/PMC9381876/ /pubmed/35992871 http://dx.doi.org/10.3389/fonc.2022.862967 Text en Copyright © 2022 Liu, Song, Zheng, Huo, Zhang, Xu, Wang and Jia https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Liu, Wanmin Song, Kairong Zheng, Wei Huo, Lei Zhang, Sisi Xu, Xiaowen Wang, Peijun Jia, Ningyang Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy |
title | Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy |
title_full | Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy |
title_fullStr | Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy |
title_full_unstemmed | Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy |
title_short | Hepatobiliary Phase Features of Preoperative Gadobenate-Enhanced MR can Predict Early Recurrence of Hepatocellular Carcinoma in Patients Who Underwent Anatomical Hepatectomy |
title_sort | hepatobiliary phase features of preoperative gadobenate-enhanced mr can predict early recurrence of hepatocellular carcinoma in patients who underwent anatomical hepatectomy |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9381876/ https://www.ncbi.nlm.nih.gov/pubmed/35992871 http://dx.doi.org/10.3389/fonc.2022.862967 |
work_keys_str_mv | AT liuwanmin hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT songkairong hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT zhengwei hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT huolei hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT zhangsisi hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT xuxiaowen hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT wangpeijun hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy AT jianingyang hepatobiliaryphasefeaturesofpreoperativegadobenateenhancedmrcanpredictearlyrecurrenceofhepatocellularcarcinomainpatientswhounderwentanatomicalhepatectomy |