Cargando…

Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma

BACKGROUND: Transarterial chemoembolisation is the standard of care for intermediate stage (BCLC B) hepatocellular carcinoma, but it is challenging to decide when to repeat or stop treatment. Here we performed the first external validation of the SNACOR (tumour Size and Number, baseline Alpha-fetopr...

Descripción completa

Detalles Bibliográficos
Autores principales: Mähringer-Kunz, Aline, Weinmann, Arndt, Schmidtmann, Irene, Koch, Sandra, Schotten, Sebastian, Pinto dos Santos, Daniel, Pitton, Michael Bernhard, Dueber, Christoph, Galle, Peter Robert, Kloeckner, Roman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5923193/
https://www.ncbi.nlm.nih.gov/pubmed/29703174
http://dx.doi.org/10.1186/s12885-018-4407-5
_version_ 1783318283071520768
author Mähringer-Kunz, Aline
Weinmann, Arndt
Schmidtmann, Irene
Koch, Sandra
Schotten, Sebastian
Pinto dos Santos, Daniel
Pitton, Michael Bernhard
Dueber, Christoph
Galle, Peter Robert
Kloeckner, Roman
author_facet Mähringer-Kunz, Aline
Weinmann, Arndt
Schmidtmann, Irene
Koch, Sandra
Schotten, Sebastian
Pinto dos Santos, Daniel
Pitton, Michael Bernhard
Dueber, Christoph
Galle, Peter Robert
Kloeckner, Roman
author_sort Mähringer-Kunz, Aline
collection PubMed
description BACKGROUND: Transarterial chemoembolisation is the standard of care for intermediate stage (BCLC B) hepatocellular carcinoma, but it is challenging to decide when to repeat or stop treatment. Here we performed the first external validation of the SNACOR (tumour Size and Number, baseline Alpha-fetoprotein, Child-Pugh and Objective radiological Response) risk prediction model. METHODS: A total of 1030 patients with hepatocellular carcinoma underwent transarterial chemoembolisation at our tertiary referral centre from January 2000 to December 2016. We determined the following variables that were needed to calculate the SNACOR at baseline: tumour size and number, alpha-fetoprotein level, Child-Pugh class, and objective radiological response after the first transarterial chemoembolisation. Overall survival, time-dependent area under receiver-operating characteristic curves, Harrell’s C-index, and the integrated Brier score were calculated to assess predictive ability. Finally, multivariate analysis was performed to identify independent predictors of survival. RESULTS: The study included 268 patients. Low, intermediate, and high SNACOR scores predicted a median survival of 31.5, 19.9, and 9.2 months, respectively. The areas under the receiver-operating characteristic curve for overall survival were 0.641, 0.633, and 0.609 at 1, 3, and 6 years, respectively. Harrell’s C-index was 0.59, and the integrated Brier Score was 0.175. Independent predictors of survival included tumour size (P < 0.001), baseline alpha-fetoprotein level (P < 0.001) and Child-Pugh class (P < 0.004). Objective radiological response (P = 0.821) and tumour number (P = 0.127) were not additional independent predictors of survival. CONCLUSIONS: The SNACOR risk prediction model can be used to identify patients with a dismal prognosis after the first transarterial chemoembolisation who are unlikely to benefit from further transarterial chemoembolisation. However, Harrell’s C-index showed only moderate performance. Accordingly, this risk prediction model can only serve as one of several components used to make the decision about whether to repeat treatment.
format Online
Article
Text
id pubmed-5923193
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-59231932018-05-01 Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma Mähringer-Kunz, Aline Weinmann, Arndt Schmidtmann, Irene Koch, Sandra Schotten, Sebastian Pinto dos Santos, Daniel Pitton, Michael Bernhard Dueber, Christoph Galle, Peter Robert Kloeckner, Roman BMC Cancer Research Article BACKGROUND: Transarterial chemoembolisation is the standard of care for intermediate stage (BCLC B) hepatocellular carcinoma, but it is challenging to decide when to repeat or stop treatment. Here we performed the first external validation of the SNACOR (tumour Size and Number, baseline Alpha-fetoprotein, Child-Pugh and Objective radiological Response) risk prediction model. METHODS: A total of 1030 patients with hepatocellular carcinoma underwent transarterial chemoembolisation at our tertiary referral centre from January 2000 to December 2016. We determined the following variables that were needed to calculate the SNACOR at baseline: tumour size and number, alpha-fetoprotein level, Child-Pugh class, and objective radiological response after the first transarterial chemoembolisation. Overall survival, time-dependent area under receiver-operating characteristic curves, Harrell’s C-index, and the integrated Brier score were calculated to assess predictive ability. Finally, multivariate analysis was performed to identify independent predictors of survival. RESULTS: The study included 268 patients. Low, intermediate, and high SNACOR scores predicted a median survival of 31.5, 19.9, and 9.2 months, respectively. The areas under the receiver-operating characteristic curve for overall survival were 0.641, 0.633, and 0.609 at 1, 3, and 6 years, respectively. Harrell’s C-index was 0.59, and the integrated Brier Score was 0.175. Independent predictors of survival included tumour size (P < 0.001), baseline alpha-fetoprotein level (P < 0.001) and Child-Pugh class (P < 0.004). Objective radiological response (P = 0.821) and tumour number (P = 0.127) were not additional independent predictors of survival. CONCLUSIONS: The SNACOR risk prediction model can be used to identify patients with a dismal prognosis after the first transarterial chemoembolisation who are unlikely to benefit from further transarterial chemoembolisation. However, Harrell’s C-index showed only moderate performance. Accordingly, this risk prediction model can only serve as one of several components used to make the decision about whether to repeat treatment. BioMed Central 2018-04-27 /pmc/articles/PMC5923193/ /pubmed/29703174 http://dx.doi.org/10.1186/s12885-018-4407-5 Text en © The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Mähringer-Kunz, Aline
Weinmann, Arndt
Schmidtmann, Irene
Koch, Sandra
Schotten, Sebastian
Pinto dos Santos, Daniel
Pitton, Michael Bernhard
Dueber, Christoph
Galle, Peter Robert
Kloeckner, Roman
Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
title Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
title_full Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
title_fullStr Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
title_full_unstemmed Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
title_short Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
title_sort validation of the snacor clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5923193/
https://www.ncbi.nlm.nih.gov/pubmed/29703174
http://dx.doi.org/10.1186/s12885-018-4407-5
work_keys_str_mv AT mahringerkunzaline validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT weinmannarndt validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT schmidtmannirene validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT kochsandra validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT schottensebastian validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT pintodossantosdaniel validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT pittonmichaelbernhard validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT dueberchristoph validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT gallepeterrobert validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT kloecknerroman validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma