Cargando…

Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis

OBJECTIVE: To evaluate the diagnostic performance of diffusion-weighted imaging (DWI) in the preoperative prediction of the histological grade of hepatocellular carcinoma (HCC). MATERIALS AND METHODS: A comprehensive literature search was performed in several authoritative databases to identify rele...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Jie, Wu, Mingpeng, Liu, Rongbo, Li, Siyi, Gao, Ronghui, Song, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320049/
https://www.ncbi.nlm.nih.gov/pubmed/25658359
http://dx.doi.org/10.1371/journal.pone.0117661
_version_ 1782356049404100608
author Chen, Jie
Wu, Mingpeng
Liu, Rongbo
Li, Siyi
Gao, Ronghui
Song, Bin
author_facet Chen, Jie
Wu, Mingpeng
Liu, Rongbo
Li, Siyi
Gao, Ronghui
Song, Bin
author_sort Chen, Jie
collection PubMed
description OBJECTIVE: To evaluate the diagnostic performance of diffusion-weighted imaging (DWI) in the preoperative prediction of the histological grade of hepatocellular carcinoma (HCC). MATERIALS AND METHODS: A comprehensive literature search was performed in several authoritative databases to identify relevant articles. QUADAS-2 was used to assess the quality of included studies. Data were extracted to calculate the pooled sensitivity, specificity, positive likelihood ratio (PLR) and negative likelihood ratio (NLR). Summary receiver operating characteristic (SROC) curves were derived and areas under the SROC curve (AUC) were computed to indicate the diagnostic accuracy. Heterogeneity test, meta-regression analysis and sensitivity analysis were performed to identify factors and studies contributed to the heterogeneity. RESULTS: A total of 11 studies with 912 HCCs were included in this meta-analysis. The pooled sensitivity, specificity, PLR and NLR with corresponding 95% confidence intervals (CI) were 0.54(0.47–0.61), 0.90(0.87–0.93), 4.88(2.99–7.97) and 0.46(0.27–0.77) for the prediction of well-differentiated HCC (w-HCC), 0.84(0.78–0.89), 0.48(0.43–0.52), 2.29(1.43–3.69) and 0.30(0.22–0.41) for the prediction of poorly-differentiated HCC (p-HCC). The AUC were 0.9311 and 0.8513 in predicting w-HCC and p-HCC, respectively. Results were further evaluated according to the method of image interpretation. Significant heterogeneity was observed. CONCLUSION: DWI had excellent and moderately high diagnostic accuracy for the detection of w-HCC and p-HCC, respectively. Nonetheless, further studies in larger populations and an optimized image acquisition and interpretation are required before DWI-derived parameters can be used as a useful image biomarker for the prediction of the histological grade of HCC.
format Online
Article
Text
id pubmed-4320049
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-43200492015-02-18 Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis Chen, Jie Wu, Mingpeng Liu, Rongbo Li, Siyi Gao, Ronghui Song, Bin PLoS One Research Article OBJECTIVE: To evaluate the diagnostic performance of diffusion-weighted imaging (DWI) in the preoperative prediction of the histological grade of hepatocellular carcinoma (HCC). MATERIALS AND METHODS: A comprehensive literature search was performed in several authoritative databases to identify relevant articles. QUADAS-2 was used to assess the quality of included studies. Data were extracted to calculate the pooled sensitivity, specificity, positive likelihood ratio (PLR) and negative likelihood ratio (NLR). Summary receiver operating characteristic (SROC) curves were derived and areas under the SROC curve (AUC) were computed to indicate the diagnostic accuracy. Heterogeneity test, meta-regression analysis and sensitivity analysis were performed to identify factors and studies contributed to the heterogeneity. RESULTS: A total of 11 studies with 912 HCCs were included in this meta-analysis. The pooled sensitivity, specificity, PLR and NLR with corresponding 95% confidence intervals (CI) were 0.54(0.47–0.61), 0.90(0.87–0.93), 4.88(2.99–7.97) and 0.46(0.27–0.77) for the prediction of well-differentiated HCC (w-HCC), 0.84(0.78–0.89), 0.48(0.43–0.52), 2.29(1.43–3.69) and 0.30(0.22–0.41) for the prediction of poorly-differentiated HCC (p-HCC). The AUC were 0.9311 and 0.8513 in predicting w-HCC and p-HCC, respectively. Results were further evaluated according to the method of image interpretation. Significant heterogeneity was observed. CONCLUSION: DWI had excellent and moderately high diagnostic accuracy for the detection of w-HCC and p-HCC, respectively. Nonetheless, further studies in larger populations and an optimized image acquisition and interpretation are required before DWI-derived parameters can be used as a useful image biomarker for the prediction of the histological grade of HCC. Public Library of Science 2015-02-06 /pmc/articles/PMC4320049/ /pubmed/25658359 http://dx.doi.org/10.1371/journal.pone.0117661 Text en © 2015 Chen et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Chen, Jie
Wu, Mingpeng
Liu, Rongbo
Li, Siyi
Gao, Ronghui
Song, Bin
Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis
title Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis
title_full Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis
title_fullStr Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis
title_full_unstemmed Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis
title_short Preoperative Evaluation of the Histological Grade of Hepatocellular Carcinoma with Diffusion-Weighted Imaging: A Meta-Analysis
title_sort preoperative evaluation of the histological grade of hepatocellular carcinoma with diffusion-weighted imaging: a meta-analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320049/
https://www.ncbi.nlm.nih.gov/pubmed/25658359
http://dx.doi.org/10.1371/journal.pone.0117661
work_keys_str_mv AT chenjie preoperativeevaluationofthehistologicalgradeofhepatocellularcarcinomawithdiffusionweightedimagingametaanalysis
AT wumingpeng preoperativeevaluationofthehistologicalgradeofhepatocellularcarcinomawithdiffusionweightedimagingametaanalysis
AT liurongbo preoperativeevaluationofthehistologicalgradeofhepatocellularcarcinomawithdiffusionweightedimagingametaanalysis
AT lisiyi preoperativeevaluationofthehistologicalgradeofhepatocellularcarcinomawithdiffusionweightedimagingametaanalysis
AT gaoronghui preoperativeevaluationofthehistologicalgradeofhepatocellularcarcinomawithdiffusionweightedimagingametaanalysis
AT songbin preoperativeevaluationofthehistologicalgradeofhepatocellularcarcinomawithdiffusionweightedimagingametaanalysis