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

Abstract 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 Alph...

Full description

Bibliographic Details
Main Authors: Aline Mähringer-Kunz, Arndt Weinmann, Irene Schmidtmann, Sandra Koch, Sebastian Schotten, Daniel Pinto dos Santos, Michael Bernhard Pitton, Christoph Dueber, Peter Robert Galle, Roman Kloeckner
Format: Article
Language:English
Published: BMC 2018-04-01
Series:BMC Cancer
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12885-018-4407-5
id doaj-9c74f802fecf4efba365deb694aa0296
record_format Article
spelling doaj-9c74f802fecf4efba365deb694aa02962020-11-24T23:34:47ZengBMCBMC Cancer1471-24072018-04-011811810.1186/s12885-018-4407-5Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinomaAline Mähringer-Kunz0Arndt Weinmann1Irene Schmidtmann2Sandra Koch3Sebastian Schotten4Daniel Pinto dos Santos5Michael Bernhard Pitton6Christoph Dueber7Peter Robert Galle8Roman Kloeckner9Department of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center MainzDepartment of Internal Medicine, Johannes Gutenberg-University Medical Center MainzInstitute of Medical Biostatistics, Epidemiology and Informatics, Johannes Gutenberg-University MainzClinical Registry Unit (CRU), Johannes Gutenberg-University Medical Center MainzDepartment of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center MainzDepartment of Radiology, University Hospital CologneDepartment of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center MainzDepartment of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center MainzDepartment of Internal Medicine, Johannes Gutenberg-University Medical Center MainzDepartment of Diagnostic and Interventional Radiology, Johannes Gutenberg-University Medical Center MainzAbstract 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.http://link.springer.com/article/10.1186/s12885-018-4407-5Hepatocellular carcinomaTransarterial chemoembolisationSNACOR
collection DOAJ
language English
format Article
sources DOAJ
author Aline Mähringer-Kunz
Arndt Weinmann
Irene Schmidtmann
Sandra Koch
Sebastian Schotten
Daniel Pinto dos Santos
Michael Bernhard Pitton
Christoph Dueber
Peter Robert Galle
Roman Kloeckner
spellingShingle Aline Mähringer-Kunz
Arndt Weinmann
Irene Schmidtmann
Sandra Koch
Sebastian Schotten
Daniel Pinto dos Santos
Michael Bernhard Pitton
Christoph Dueber
Peter Robert Galle
Roman Kloeckner
Validation of the SNACOR clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
BMC Cancer
Hepatocellular carcinoma
Transarterial chemoembolisation
SNACOR
author_facet Aline Mähringer-Kunz
Arndt Weinmann
Irene Schmidtmann
Sandra Koch
Sebastian Schotten
Daniel Pinto dos Santos
Michael Bernhard Pitton
Christoph Dueber
Peter Robert Galle
Roman Kloeckner
author_sort Aline Mähringer-Kunz
title 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_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_sort validation of the snacor clinical scoring system after transarterial chemoembolisation in patients with hepatocellular carcinoma
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2018-04-01
description Abstract 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.
topic Hepatocellular carcinoma
Transarterial chemoembolisation
SNACOR
url http://link.springer.com/article/10.1186/s12885-018-4407-5
work_keys_str_mv AT alinemahringerkunz validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT arndtweinmann validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT ireneschmidtmann validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT sandrakoch validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT sebastianschotten validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT danielpintodossantos validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT michaelbernhardpitton validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT christophdueber validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT peterrobertgalle validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
AT romankloeckner validationofthesnacorclinicalscoringsystemaftertransarterialchemoembolisationinpatientswithhepatocellularcarcinoma
_version_ 1725527630443184128