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Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH)
BACKGROUND AND AIM: A model to estimate survival in ambulatory hepatocellular carcinoma patients (MESIAH) is useful for estimating patient prognosis but needs improvement for Korean patients, most of whom have a hepatitis B virus. We aimed to modify the MESIAH for better prognostication through enha...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619192/ https://www.ncbi.nlm.nih.gov/pubmed/26488298 http://dx.doi.org/10.1371/journal.pone.0138374 |
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author | Nam, Byung-Ho Park, Joong-Won Jeong, Sook-Hyang Lee, Sang Soo Yu, Ami Kim, Bo Hyun Kim, W. Ray |
author_facet | Nam, Byung-Ho Park, Joong-Won Jeong, Sook-Hyang Lee, Sang Soo Yu, Ami Kim, Bo Hyun Kim, W. Ray |
author_sort | Nam, Byung-Ho |
collection | PubMed |
description | BACKGROUND AND AIM: A model to estimate survival in ambulatory hepatocellular carcinoma patients (MESIAH) is useful for estimating patient prognosis but needs improvement for Korean patients, most of whom have a hepatitis B virus. We aimed to modify the MESIAH for better prognostication through enhancing calibration for Korean patient population (K-MESIAH). METHODS: Utilizing a cohort of 1,969 hepatocellular carcinoma (HCC) patients from the National Cancer Center of Korea between 2004 and 2009, a survival prediction model was developed using the Cox proportional hazards model. The model’s performance was evaluated using C-statistical and χ(2)-statistical analyses. External validation was performed using an independent cohort of 328 patients from the Seoul National University Bundang Hospital. RESULTS: To develop the K-MESIAH, etiology was added to the original risk factors (age, Model for Endstage Liver Disease, albumin, size of the largest nodule, number of tumor nodules, vascular invasion, metastasis, and alpha fetoprotein) in the MESIAH. From the internal validation study, the C-statistics and χ(2)-statistics for one-, three-, and five-years of survival were 0.83 (95% Confidence Interval: 0.82−0.85), 49.07; 0.81 (95% Confidence Interval: 0.79−0.82), 28.95; and 0.80 (95% Confidence Interval: 0.79−0.81), 20.93, respectively. The K-MESIAH also showed a high prediction ability for the external validation cohort. CONCLUSIONS: A survival prediction model for Korean HCC patients was developed and validated to have a high level of performance. This K-MESIAH may be more useful in clinical practice and personalized care in a hepatitis B virus endemic area. |
format | Online Article Text |
id | pubmed-4619192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-46191922015-10-29 Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) Nam, Byung-Ho Park, Joong-Won Jeong, Sook-Hyang Lee, Sang Soo Yu, Ami Kim, Bo Hyun Kim, W. Ray PLoS One Research Article BACKGROUND AND AIM: A model to estimate survival in ambulatory hepatocellular carcinoma patients (MESIAH) is useful for estimating patient prognosis but needs improvement for Korean patients, most of whom have a hepatitis B virus. We aimed to modify the MESIAH for better prognostication through enhancing calibration for Korean patient population (K-MESIAH). METHODS: Utilizing a cohort of 1,969 hepatocellular carcinoma (HCC) patients from the National Cancer Center of Korea between 2004 and 2009, a survival prediction model was developed using the Cox proportional hazards model. The model’s performance was evaluated using C-statistical and χ(2)-statistical analyses. External validation was performed using an independent cohort of 328 patients from the Seoul National University Bundang Hospital. RESULTS: To develop the K-MESIAH, etiology was added to the original risk factors (age, Model for Endstage Liver Disease, albumin, size of the largest nodule, number of tumor nodules, vascular invasion, metastasis, and alpha fetoprotein) in the MESIAH. From the internal validation study, the C-statistics and χ(2)-statistics for one-, three-, and five-years of survival were 0.83 (95% Confidence Interval: 0.82−0.85), 49.07; 0.81 (95% Confidence Interval: 0.79−0.82), 28.95; and 0.80 (95% Confidence Interval: 0.79−0.81), 20.93, respectively. The K-MESIAH also showed a high prediction ability for the external validation cohort. CONCLUSIONS: A survival prediction model for Korean HCC patients was developed and validated to have a high level of performance. This K-MESIAH may be more useful in clinical practice and personalized care in a hepatitis B virus endemic area. Public Library of Science 2015-10-21 /pmc/articles/PMC4619192/ /pubmed/26488298 http://dx.doi.org/10.1371/journal.pone.0138374 Text en © 2015 Nam 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 Nam, Byung-Ho Park, Joong-Won Jeong, Sook-Hyang Lee, Sang Soo Yu, Ami Kim, Bo Hyun Kim, W. Ray Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) |
title | Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) |
title_full | Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) |
title_fullStr | Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) |
title_full_unstemmed | Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) |
title_short | Korean Version of a Model to Estimate Survival in Ambulatory Patients with Hepatocellular Carcinoma (K-MESIAH) |
title_sort | korean version of a model to estimate survival in ambulatory patients with hepatocellular carcinoma (k-mesiah) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619192/ https://www.ncbi.nlm.nih.gov/pubmed/26488298 http://dx.doi.org/10.1371/journal.pone.0138374 |
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