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...
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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 |
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