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Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma
The objective is to explore the value of preoperative magnetic resonance (MR) histogram analyses in predicting microvascular invasion (MVI) of hepatocellular carcinoma (HCC). Fifty-one patients with histologically confirmed HCC who underwent diffusion-weighted and contrast-enhanced MR imaging were i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4937942/ https://www.ncbi.nlm.nih.gov/pubmed/27368028 http://dx.doi.org/10.1097/MD.0000000000004034 |
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author | Huang, Ya-Qin Liang, He-Yue Yang, Zhao-Xia Ding, Ying Zeng, Meng-Su Rao, Sheng-Xiang |
author_facet | Huang, Ya-Qin Liang, He-Yue Yang, Zhao-Xia Ding, Ying Zeng, Meng-Su Rao, Sheng-Xiang |
author_sort | Huang, Ya-Qin |
collection | PubMed |
description | The objective is to explore the value of preoperative magnetic resonance (MR) histogram analyses in predicting microvascular invasion (MVI) of hepatocellular carcinoma (HCC). Fifty-one patients with histologically confirmed HCC who underwent diffusion-weighted and contrast-enhanced MR imaging were included. Histogram analyses were performed and mean, variance, skewness, kurtosis, 1th, 10th, 50th, 90th, and 99th percentiles were derived. Quantitative histogram parameters were compared between HCCs with and without MVI. Receiver operating characteristics (ROC) analyses were generated to compare the diagnostic performance of tumor size, histogram analyses of apparent diffusion coefficient (ADC) maps, and MR enhancement. The mean, 1th, 10th, and 50th percentiles of ADC maps, and the mean, variance. 1th, 10th, 50th, 90th, and 99th percentiles of the portal venous phase (PVP) images were significantly different between the groups with and without MVI (P <0.05), with area under the ROC curves (AUCs) of 0.66 to 0.74 for ADC and 0.76 to 0.88 for PVP. The largest AUC of PVP (1th percentile) showed significantly higher accuracy compared with that of arterial phase (AP) or tumor size (P <0.001). MR histogram analyses—in particular for 1th percentile for PVP images—held promise for prediction of MVI of HCC. |
format | Online Article Text |
id | pubmed-4937942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-49379422016-08-18 Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma Huang, Ya-Qin Liang, He-Yue Yang, Zhao-Xia Ding, Ying Zeng, Meng-Su Rao, Sheng-Xiang Medicine (Baltimore) 6800 The objective is to explore the value of preoperative magnetic resonance (MR) histogram analyses in predicting microvascular invasion (MVI) of hepatocellular carcinoma (HCC). Fifty-one patients with histologically confirmed HCC who underwent diffusion-weighted and contrast-enhanced MR imaging were included. Histogram analyses were performed and mean, variance, skewness, kurtosis, 1th, 10th, 50th, 90th, and 99th percentiles were derived. Quantitative histogram parameters were compared between HCCs with and without MVI. Receiver operating characteristics (ROC) analyses were generated to compare the diagnostic performance of tumor size, histogram analyses of apparent diffusion coefficient (ADC) maps, and MR enhancement. The mean, 1th, 10th, and 50th percentiles of ADC maps, and the mean, variance. 1th, 10th, 50th, 90th, and 99th percentiles of the portal venous phase (PVP) images were significantly different between the groups with and without MVI (P <0.05), with area under the ROC curves (AUCs) of 0.66 to 0.74 for ADC and 0.76 to 0.88 for PVP. The largest AUC of PVP (1th percentile) showed significantly higher accuracy compared with that of arterial phase (AP) or tumor size (P <0.001). MR histogram analyses—in particular for 1th percentile for PVP images—held promise for prediction of MVI of HCC. Wolters Kluwer Health 2016-07-01 /pmc/articles/PMC4937942/ /pubmed/27368028 http://dx.doi.org/10.1097/MD.0000000000004034 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by/4.0 This is an open access article distributed under the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0 |
spellingShingle | 6800 Huang, Ya-Qin Liang, He-Yue Yang, Zhao-Xia Ding, Ying Zeng, Meng-Su Rao, Sheng-Xiang Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
title | Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
title_full | Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
title_fullStr | Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
title_full_unstemmed | Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
title_short | Value of MR histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
title_sort | value of mr histogram analyses for prediction of microvascular invasion of hepatocellular carcinoma |
topic | 6800 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4937942/ https://www.ncbi.nlm.nih.gov/pubmed/27368028 http://dx.doi.org/10.1097/MD.0000000000004034 |
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