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Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study

Recently, modified REACH-B (mREACH-B) risk prediction model for hepatocellular carcinoma (HCC) development was proposed. We validated the accuracy of the mREACH-B model and compared its accuracy with those of other prediction models. Between 2006 and 2012, 1,241 patients with chronic hepatitis B (CH...

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Autores principales: Seo, Yeon Seok, Jang, Byoung Kuk, Um, Soon Ho, Hwang, Jae Seok, Han, Kwang-Hyub, Kim, Sang Gyune, Lee, Kwan Sik, Kim, Seung Up, Kim, Young Seok, Lee, Jung Il
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5762585/
https://www.ncbi.nlm.nih.gov/pubmed/29348900
http://dx.doi.org/10.18632/oncotarget.22375
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author Seo, Yeon Seok
Jang, Byoung Kuk
Um, Soon Ho
Hwang, Jae Seok
Han, Kwang-Hyub
Kim, Sang Gyune
Lee, Kwan Sik
Kim, Seung Up
Kim, Young Seok
Lee, Jung Il
author_facet Seo, Yeon Seok
Jang, Byoung Kuk
Um, Soon Ho
Hwang, Jae Seok
Han, Kwang-Hyub
Kim, Sang Gyune
Lee, Kwan Sik
Kim, Seung Up
Kim, Young Seok
Lee, Jung Il
author_sort Seo, Yeon Seok
collection PubMed
description Recently, modified REACH-B (mREACH-B) risk prediction model for hepatocellular carcinoma (HCC) development was proposed. We validated the accuracy of the mREACH-B model and compared its accuracy with those of other prediction models. Between 2006 and 2012, 1,241 patients with chronic hepatitis B (CHB) were recruited. All patients underwent transient elastography at enrollment. The median age of the study population (840 males, 401 females) was 49 years. The median PAGE-B, LSM-HCC, and mREACH-B values were 10, 10, and 8, respectively. Among patients without cirrhosis (n = 940, 75.7%), the median REACH-B value was 9. During the follow-up period (median 77.4 months), 66 (5.3%) and 83 (6.7%) patients developed HCC and liver-related events (LRE), respectively. Higher liver stiffness (LS) independently predicted HCC (hazard ratio [HR] = 1.047) and LRE development (HR = 1.047) (all P < 0.05). The mREACH-B significantly predicted HCC (AUC = 0.824 at 3-year and 0.750 at 5-year) and LRE development (AUC = 0.782 at 3-year and 0.739 at 5-year) (all P < 0.001) and it performed similarly or significantly better than the PAGE-B and LSM-HCC (AUC = 0.715-0.809 at 3-year and 0.719-0.742 at 5-year for HCC; AUC = 0.704-0.777 at 3-year and 0.721-0.735 at 5-year for LRE). Among patients without cirrhosis, mREACH-B predicted HCC (AUC = 0.803 vs. 0.654-0.816 at 3-year and 0.684 vs. 0.639-0.738 at 5-year) and LRE development (AUC = 0.734 vs. 0.619-0.789 at 3-year and 0.674 vs. 0.626-0.729 at 5-year) similarly to PAGE-B, REACH-B, and LSM-HCC. mREACH-B appropriately predicted HCC and LRE development in patients with CHB and showed similar or superior accuracy to those of PAGE-B, REACH-B, and LSM-HCC.
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spelling pubmed-57625852018-01-18 Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study Seo, Yeon Seok Jang, Byoung Kuk Um, Soon Ho Hwang, Jae Seok Han, Kwang-Hyub Kim, Sang Gyune Lee, Kwan Sik Kim, Seung Up Kim, Young Seok Lee, Jung Il Oncotarget Clinical Research Paper Recently, modified REACH-B (mREACH-B) risk prediction model for hepatocellular carcinoma (HCC) development was proposed. We validated the accuracy of the mREACH-B model and compared its accuracy with those of other prediction models. Between 2006 and 2012, 1,241 patients with chronic hepatitis B (CHB) were recruited. All patients underwent transient elastography at enrollment. The median age of the study population (840 males, 401 females) was 49 years. The median PAGE-B, LSM-HCC, and mREACH-B values were 10, 10, and 8, respectively. Among patients without cirrhosis (n = 940, 75.7%), the median REACH-B value was 9. During the follow-up period (median 77.4 months), 66 (5.3%) and 83 (6.7%) patients developed HCC and liver-related events (LRE), respectively. Higher liver stiffness (LS) independently predicted HCC (hazard ratio [HR] = 1.047) and LRE development (HR = 1.047) (all P < 0.05). The mREACH-B significantly predicted HCC (AUC = 0.824 at 3-year and 0.750 at 5-year) and LRE development (AUC = 0.782 at 3-year and 0.739 at 5-year) (all P < 0.001) and it performed similarly or significantly better than the PAGE-B and LSM-HCC (AUC = 0.715-0.809 at 3-year and 0.719-0.742 at 5-year for HCC; AUC = 0.704-0.777 at 3-year and 0.721-0.735 at 5-year for LRE). Among patients without cirrhosis, mREACH-B predicted HCC (AUC = 0.803 vs. 0.654-0.816 at 3-year and 0.684 vs. 0.639-0.738 at 5-year) and LRE development (AUC = 0.734 vs. 0.619-0.789 at 3-year and 0.674 vs. 0.626-0.729 at 5-year) similarly to PAGE-B, REACH-B, and LSM-HCC. mREACH-B appropriately predicted HCC and LRE development in patients with CHB and showed similar or superior accuracy to those of PAGE-B, REACH-B, and LSM-HCC. Impact Journals LLC 2017-11-03 /pmc/articles/PMC5762585/ /pubmed/29348900 http://dx.doi.org/10.18632/oncotarget.22375 Text en Copyright: © 2017 Seo et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License 3.0 (http://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Clinical Research Paper
Seo, Yeon Seok
Jang, Byoung Kuk
Um, Soon Ho
Hwang, Jae Seok
Han, Kwang-Hyub
Kim, Sang Gyune
Lee, Kwan Sik
Kim, Seung Up
Kim, Young Seok
Lee, Jung Il
Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study
title Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study
title_full Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study
title_fullStr Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study
title_full_unstemmed Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study
title_short Validation of risk prediction models for the development of HBV-related HCC: a retrospective multi-center 10-year follow-up cohort study
title_sort validation of risk prediction models for the development of hbv-related hcc: a retrospective multi-center 10-year follow-up cohort study
topic Clinical Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5762585/
https://www.ncbi.nlm.nih.gov/pubmed/29348900
http://dx.doi.org/10.18632/oncotarget.22375
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