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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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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. |
format | Online Article Text |
id | pubmed-5762585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
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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