Cargando…

The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma

BACKGROUND: This study aimed to evaluate hepatocellular carcinoma (HCC) invasiveness using the apparent diffusion coefficient (ADC). METHODS: Eighty-one patients with HCC confirmed by pathology and examined by preoperative magnetic resonance imaging diffusion-weighted imaging from January 2015 to Se...

Descripción completa

Detalles Bibliográficos
Autores principales: Jing, Mengyuan, Cao, Yuntai, Zhang, Peng, Zhang, Bin, Lin, Xiaoqiang, Deng, Liangna, Han, Tao, Zhou, Junlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8423087/
https://www.ncbi.nlm.nih.gov/pubmed/34504795
http://dx.doi.org/10.3389/fonc.2021.719480
_version_ 1783749395610599424
author Jing, Mengyuan
Cao, Yuntai
Zhang, Peng
Zhang, Bin
Lin, Xiaoqiang
Deng, Liangna
Han, Tao
Zhou, Junlin
author_facet Jing, Mengyuan
Cao, Yuntai
Zhang, Peng
Zhang, Bin
Lin, Xiaoqiang
Deng, Liangna
Han, Tao
Zhou, Junlin
author_sort Jing, Mengyuan
collection PubMed
description BACKGROUND: This study aimed to evaluate hepatocellular carcinoma (HCC) invasiveness using the apparent diffusion coefficient (ADC). METHODS: Eighty-one patients with HCC confirmed by pathology and examined by preoperative magnetic resonance imaging diffusion-weighted imaging from January 2015 to September 2020 were retrospectively analyzed. Clinical and pathological data were recorded. The minimum ADC (ADCmin), average ADC (ADCmean), and the ratio of ADCmean to normal-appearing hepatic parenchyma ADC (ADCnahp) were assessed. The associations between clinical information, ADC value, and HCC invasiveness (microvascular invasion [MVI], tumor differentiation, and Ki-67 expression) were evaluated statistically. Independent risk factors related to HCC invasiveness were screened using binary logistic regression, and the diagnostic efficiency was evaluated by the receiver operating characteristic curve and its area under the curve (AUC) value. RESULTS: Tumor size was related to HCC MVI and tumor differentiation (P < 0.05). HCC MVI was associated with ADCmin, ADCmean, and the ADCmean-to-ADCnahp ratio (all P < 0.05) with AUC values of 0.860, 0.860, and 0.909, respectively. If these were combined with tumor size, the AUC value increased to 0.912. The degree of tumor differentiation was associated with ADCmin, ADCmean, and the ADCmean-to-ADCnahp ratio (all P < 0.05) with AUC values of 0.719, 0.708, and 0.797, respectively. If these were combined with tumor size, the AUC value increased to 0.868. Ki-67 expression was associated with ADCmin, ADCmean, and the ADCmean-to-ADCnahp ratio (all P < 0.05) with AUC values of 0.731, 0.747, and 0.746, respectively. Combined them, the AUC value increased to 0.763. CONCLUSIONS: The findings indicated that the ADC value has significant potential for the non-invasive preoperative evaluation of HCC invasiveness.
format Online
Article
Text
id pubmed-8423087
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-84230872021-09-08 The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma Jing, Mengyuan Cao, Yuntai Zhang, Peng Zhang, Bin Lin, Xiaoqiang Deng, Liangna Han, Tao Zhou, Junlin Front Oncol Oncology BACKGROUND: This study aimed to evaluate hepatocellular carcinoma (HCC) invasiveness using the apparent diffusion coefficient (ADC). METHODS: Eighty-one patients with HCC confirmed by pathology and examined by preoperative magnetic resonance imaging diffusion-weighted imaging from January 2015 to September 2020 were retrospectively analyzed. Clinical and pathological data were recorded. The minimum ADC (ADCmin), average ADC (ADCmean), and the ratio of ADCmean to normal-appearing hepatic parenchyma ADC (ADCnahp) were assessed. The associations between clinical information, ADC value, and HCC invasiveness (microvascular invasion [MVI], tumor differentiation, and Ki-67 expression) were evaluated statistically. Independent risk factors related to HCC invasiveness were screened using binary logistic regression, and the diagnostic efficiency was evaluated by the receiver operating characteristic curve and its area under the curve (AUC) value. RESULTS: Tumor size was related to HCC MVI and tumor differentiation (P < 0.05). HCC MVI was associated with ADCmin, ADCmean, and the ADCmean-to-ADCnahp ratio (all P < 0.05) with AUC values of 0.860, 0.860, and 0.909, respectively. If these were combined with tumor size, the AUC value increased to 0.912. The degree of tumor differentiation was associated with ADCmin, ADCmean, and the ADCmean-to-ADCnahp ratio (all P < 0.05) with AUC values of 0.719, 0.708, and 0.797, respectively. If these were combined with tumor size, the AUC value increased to 0.868. Ki-67 expression was associated with ADCmin, ADCmean, and the ADCmean-to-ADCnahp ratio (all P < 0.05) with AUC values of 0.731, 0.747, and 0.746, respectively. Combined them, the AUC value increased to 0.763. CONCLUSIONS: The findings indicated that the ADC value has significant potential for the non-invasive preoperative evaluation of HCC invasiveness. Frontiers Media S.A. 2021-08-24 /pmc/articles/PMC8423087/ /pubmed/34504795 http://dx.doi.org/10.3389/fonc.2021.719480 Text en Copyright © 2021 Jing, Cao, Zhang, Zhang, Lin, Deng, Han and Zhou 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
Jing, Mengyuan
Cao, Yuntai
Zhang, Peng
Zhang, Bin
Lin, Xiaoqiang
Deng, Liangna
Han, Tao
Zhou, Junlin
The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma
title The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma
title_full The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma
title_fullStr The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma
title_full_unstemmed The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma
title_short The Benefit of Apparent Diffusion Coefficient in Evaluating the Invasiveness of Hepatocellular Carcinoma
title_sort benefit of apparent diffusion coefficient in evaluating the invasiveness of hepatocellular carcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8423087/
https://www.ncbi.nlm.nih.gov/pubmed/34504795
http://dx.doi.org/10.3389/fonc.2021.719480
work_keys_str_mv AT jingmengyuan thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT caoyuntai thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT zhangpeng thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT zhangbin thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT linxiaoqiang thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT dengliangna thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT hantao thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT zhoujunlin thebenefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT jingmengyuan benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT caoyuntai benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT zhangpeng benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT zhangbin benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT linxiaoqiang benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT dengliangna benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT hantao benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma
AT zhoujunlin benefitofapparentdiffusioncoefficientinevaluatingtheinvasivenessofhepatocellularcarcinoma