Cargando…

A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma

The nomogram of the Barcelona Clinic Liver Cancer (BCLC) has accurate outcome prediction. This study aims to propose a treatment-integrated nomogram derived from BCLC for patients with hepatocellular carcinoma (HCC). A total of 3,371 patients were randomly grouped into derivation (n = 2,247) and val...

Descripción completa

Detalles Bibliográficos
Autores principales: Hsu, Chia-Yang, Liu, Po-Hong, Hsia, Cheng-Yuan, Lee, Yun-Hsuan, Nagaria, Teddy S., Lee, Rheun-Chuan, Ho, Shu-Yein, Hou, Ming-Chih, Huo, Teh-Ia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5554253/
https://www.ncbi.nlm.nih.gov/pubmed/28801646
http://dx.doi.org/10.1038/s41598-017-08382-3
_version_ 1783256759668834304
author Hsu, Chia-Yang
Liu, Po-Hong
Hsia, Cheng-Yuan
Lee, Yun-Hsuan
Nagaria, Teddy S.
Lee, Rheun-Chuan
Ho, Shu-Yein
Hou, Ming-Chih
Huo, Teh-Ia
author_facet Hsu, Chia-Yang
Liu, Po-Hong
Hsia, Cheng-Yuan
Lee, Yun-Hsuan
Nagaria, Teddy S.
Lee, Rheun-Chuan
Ho, Shu-Yein
Hou, Ming-Chih
Huo, Teh-Ia
author_sort Hsu, Chia-Yang
collection PubMed
description The nomogram of the Barcelona Clinic Liver Cancer (BCLC) has accurate outcome prediction. This study aims to propose a treatment-integrated nomogram derived from BCLC for patients with hepatocellular carcinoma (HCC). A total of 3,371 patients were randomly grouped into derivation (n = 2,247) and validation (n = 1,124) sets. Multivariate Cox proportional hazards model was used to generate the nomogram from tumor burden, cirrhosis, performance status (PS) and primary anti-cancer treatments. Concordance indices and calibration plots were used to evaluate the performance of nomogram. The derivation and validation sets had the same concordance index of 0.774 (95% confidence intervals: 0.717–0.826 and 0.656–0.874, respectively). In calibration plots, survival distributions predicted by the nomogram and observed by the Kaplan-Meier method were similar at 3- and 5-year for patients from derivation and validation sets. Validation group patients divided into 10 subgroups by the original and new treatment-integrated BCLC nomogram were used to evaluate the prognostic performance of integrating primary anti-cancer treatments. Compared to the nomogram of original BCLC system, the treatment-integrated nomogram of BCLC system had larger linear trend and likelihood ratio X(2). In conclusion, based on the results of concordance index tests, integrating primary anti-cancer treatments into the BCLC system provides similar discriminatory ability.
format Online
Article
Text
id pubmed-5554253
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-55542532017-08-15 A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma Hsu, Chia-Yang Liu, Po-Hong Hsia, Cheng-Yuan Lee, Yun-Hsuan Nagaria, Teddy S. Lee, Rheun-Chuan Ho, Shu-Yein Hou, Ming-Chih Huo, Teh-Ia Sci Rep Article The nomogram of the Barcelona Clinic Liver Cancer (BCLC) has accurate outcome prediction. This study aims to propose a treatment-integrated nomogram derived from BCLC for patients with hepatocellular carcinoma (HCC). A total of 3,371 patients were randomly grouped into derivation (n = 2,247) and validation (n = 1,124) sets. Multivariate Cox proportional hazards model was used to generate the nomogram from tumor burden, cirrhosis, performance status (PS) and primary anti-cancer treatments. Concordance indices and calibration plots were used to evaluate the performance of nomogram. The derivation and validation sets had the same concordance index of 0.774 (95% confidence intervals: 0.717–0.826 and 0.656–0.874, respectively). In calibration plots, survival distributions predicted by the nomogram and observed by the Kaplan-Meier method were similar at 3- and 5-year for patients from derivation and validation sets. Validation group patients divided into 10 subgroups by the original and new treatment-integrated BCLC nomogram were used to evaluate the prognostic performance of integrating primary anti-cancer treatments. Compared to the nomogram of original BCLC system, the treatment-integrated nomogram of BCLC system had larger linear trend and likelihood ratio X(2). In conclusion, based on the results of concordance index tests, integrating primary anti-cancer treatments into the BCLC system provides similar discriminatory ability. Nature Publishing Group UK 2017-08-11 /pmc/articles/PMC5554253/ /pubmed/28801646 http://dx.doi.org/10.1038/s41598-017-08382-3 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Hsu, Chia-Yang
Liu, Po-Hong
Hsia, Cheng-Yuan
Lee, Yun-Hsuan
Nagaria, Teddy S.
Lee, Rheun-Chuan
Ho, Shu-Yein
Hou, Ming-Chih
Huo, Teh-Ia
A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma
title A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma
title_full A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma
title_fullStr A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma
title_full_unstemmed A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma
title_short A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma
title_sort new treatment-integrated prognostic nomogram of the barcelona clinic liver cancer system for hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5554253/
https://www.ncbi.nlm.nih.gov/pubmed/28801646
http://dx.doi.org/10.1038/s41598-017-08382-3
work_keys_str_mv AT hsuchiayang anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT liupohong anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT hsiachengyuan anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT leeyunhsuan anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT nagariateddys anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT leerheunchuan anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT hoshuyein anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT houmingchih anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT huotehia anewtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT hsuchiayang newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT liupohong newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT hsiachengyuan newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT leeyunhsuan newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT nagariateddys newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT leerheunchuan newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT hoshuyein newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT houmingchih newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma
AT huotehia newtreatmentintegratedprognosticnomogramofthebarcelonacliniclivercancersystemforhepatocellularcarcinoma