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Validation and evaluation of clinical prediction systems for first and repeated transarterial chemoembolization in unresectable hepatocellular carcinoma: A Chinese multicenter retrospective study

The treatment outcome of transarterial chemoembolization (TACE) in unresectable hepatocellular carcinoma (HCC) varies greatly due to the clinical heterogeneity of the patients. Therefore, several prognostic systems have been proposed for risk stratification and candidate identification for first TAC...

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Published in:World journal of gastroenterology : WJG 2020-02, Vol.26 (6), p.657-669
Main Authors: Wang, Zhe-Xuan, Wang, En-Xin, Bai, Wei, Xia, Dong-Dong, Mu, Wei, Li, Jing, Yang, Qiao-Yi, Huang, Ming, Xu, Guo-Hui, Sun, Jun-Hui, Li, Hai-Liang, Zhao, Hui, Wu, Jian-Bing, Yang, Shu-Fa, Li, Jia-Ping, Li, Zi-Xiang, Zhang, Chun-Qing, Zhu, Xiao-Li, Zheng, Yan-Bo, Wang, Qiu-He, Yuan, Jie, Li, Xiao-Mei, Niu, Jing, Yin, Zhan-Xin, Xia, Jie-Lai, Fan, Dai-Ming, Han, Guo-Hong, On Behalf Of China Hcc-Tace Study Group
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cited_by cdi_FETCH-LOGICAL-c390t-64f314d8c267b27cd7a66fc836772374301f6ceff98597501c046ece45664d03
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container_title World journal of gastroenterology : WJG
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creator Wang, Zhe-Xuan
Wang, En-Xin
Bai, Wei
Xia, Dong-Dong
Mu, Wei
Li, Jing
Yang, Qiao-Yi
Huang, Ming
Xu, Guo-Hui
Sun, Jun-Hui
Li, Hai-Liang
Zhao, Hui
Wu, Jian-Bing
Yang, Shu-Fa
Li, Jia-Ping
Li, Zi-Xiang
Zhang, Chun-Qing
Zhu, Xiao-Li
Zheng, Yan-Bo
Wang, Qiu-He
Yuan, Jie
Li, Xiao-Mei
Niu, Jing
Yin, Zhan-Xin
Xia, Jie-Lai
Fan, Dai-Ming
Han, Guo-Hong
On Behalf Of China Hcc-Tace Study Group
description The treatment outcome of transarterial chemoembolization (TACE) in unresectable hepatocellular carcinoma (HCC) varies greatly due to the clinical heterogeneity of the patients. Therefore, several prognostic systems have been proposed for risk stratification and candidate identification for first TACE and repeated TACE (re-TACE). To investigate the correlations between prognostic systems and radiological response, compare the predictive abilities, and integrate them in sequence for outcome prediction. This nationwide multicenter retrospective cohort consisted of 1107 unresectable HCC patients in 15 Chinese tertiary hospitals from January 2010 to May 2016. The Hepatoma Arterial-embolization Prognostic (HAP) score system and its modified versions (mHAP, mHAP2 and mHAP3), as well as the six-and-twelve criteria were compared in terms of their correlations with radiological response and overall survival (OS) prediction for first TACE. The same analyses were conducted in 912 patients receiving re-TACE to evaluate the ART (assessment for re-treatment with TACE) and ABCR (alpha-fetoprotein, Barcelona Clinic Liver Cancer, Child-Pugh and Response) systems for post re-TACE survival (PRTS). All the prognostic systems were correlated with radiological response achieved by first TACE, and the six-and-twelve criteria exhibited the highest correlation (Spearman R = 0.39, = 0.026) and consistency (Kappa = 0.14, = 0.019), with optimal performance by area under the receiver operating characteristic curve of 0.71 [95% confidence interval (CI): 0.68-0.74]. With regard to the prediction of OS, the mHAP3 system identified patients with a favorable outcome with the highest concordance (C)-index of 0.60 (95%CI: 0.57-0.62) and the best area under the receiver operating characteristic curve at any time point during follow-up; whereas, PRTS was well-predicted by the ABCR system with a C-index of 0.61 (95%CI: 0.59-0.63), rather than ART. Finally, combining the mHAP3 and ABCR systems identified candidates suitable for TACE with an improved median PRTS of 36.6 mo, compared with non-candidates with a median PRTS of 20.0 mo (log-rank test < 0.001). Radiological response to TACE is closely associated with tumor burden, but superior prognostic prediction could be achieved with the combination of mHAP3 and ABCR in patients with unresectable liver-confined HCC.
doi_str_mv 10.3748/wjg.v26.i6.657
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Therefore, several prognostic systems have been proposed for risk stratification and candidate identification for first TACE and repeated TACE (re-TACE). To investigate the correlations between prognostic systems and radiological response, compare the predictive abilities, and integrate them in sequence for outcome prediction. This nationwide multicenter retrospective cohort consisted of 1107 unresectable HCC patients in 15 Chinese tertiary hospitals from January 2010 to May 2016. The Hepatoma Arterial-embolization Prognostic (HAP) score system and its modified versions (mHAP, mHAP2 and mHAP3), as well as the six-and-twelve criteria were compared in terms of their correlations with radiological response and overall survival (OS) prediction for first TACE. The same analyses were conducted in 912 patients receiving re-TACE to evaluate the ART (assessment for re-treatment with TACE) and ABCR (alpha-fetoprotein, Barcelona Clinic Liver Cancer, Child-Pugh and Response) systems for post re-TACE survival (PRTS). All the prognostic systems were correlated with radiological response achieved by first TACE, and the six-and-twelve criteria exhibited the highest correlation (Spearman R = 0.39, = 0.026) and consistency (Kappa = 0.14, = 0.019), with optimal performance by area under the receiver operating characteristic curve of 0.71 [95% confidence interval (CI): 0.68-0.74]. With regard to the prediction of OS, the mHAP3 system identified patients with a favorable outcome with the highest concordance (C)-index of 0.60 (95%CI: 0.57-0.62) and the best area under the receiver operating characteristic curve at any time point during follow-up; whereas, PRTS was well-predicted by the ABCR system with a C-index of 0.61 (95%CI: 0.59-0.63), rather than ART. Finally, combining the mHAP3 and ABCR systems identified candidates suitable for TACE with an improved median PRTS of 36.6 mo, compared with non-candidates with a median PRTS of 20.0 mo (log-rank test &lt; 0.001). Radiological response to TACE is closely associated with tumor burden, but superior prognostic prediction could be achieved with the combination of mHAP3 and ABCR in patients with unresectable liver-confined HCC.</description><identifier>ISSN: 1007-9327</identifier><identifier>EISSN: 2219-2840</identifier><identifier>DOI: 10.3748/wjg.v26.i6.657</identifier><identifier>PMID: 32103874</identifier><language>eng</language><publisher>United States: Baishideng Publishing Group Inc</publisher><subject>Aged ; alpha-Fetoproteins - analysis ; Area Under Curve ; Carcinoma, Hepatocellular - mortality ; Carcinoma, Hepatocellular - therapy ; Chemoembolization, Therapeutic - methods ; Chemoembolization, Therapeutic - mortality ; Clinical Decision Rules ; Female ; Humans ; Liver Neoplasms - mortality ; Liver Neoplasms - therapy ; Male ; Middle Aged ; Prognosis ; Retrospective Studies ; Retrospective Study ; Risk Assessment ; Risk Factors ; ROC Curve ; Severity of Illness Index ; Treatment Outcome ; Tumor Burden</subject><ispartof>World journal of gastroenterology : WJG, 2020-02, Vol.26 (6), p.657-669</ispartof><rights>The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved.</rights><rights>The Author(s) 2020. Published by Baishideng Publishing Group Inc. 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Therefore, several prognostic systems have been proposed for risk stratification and candidate identification for first TACE and repeated TACE (re-TACE). To investigate the correlations between prognostic systems and radiological response, compare the predictive abilities, and integrate them in sequence for outcome prediction. This nationwide multicenter retrospective cohort consisted of 1107 unresectable HCC patients in 15 Chinese tertiary hospitals from January 2010 to May 2016. The Hepatoma Arterial-embolization Prognostic (HAP) score system and its modified versions (mHAP, mHAP2 and mHAP3), as well as the six-and-twelve criteria were compared in terms of their correlations with radiological response and overall survival (OS) prediction for first TACE. The same analyses were conducted in 912 patients receiving re-TACE to evaluate the ART (assessment for re-treatment with TACE) and ABCR (alpha-fetoprotein, Barcelona Clinic Liver Cancer, Child-Pugh and Response) systems for post re-TACE survival (PRTS). All the prognostic systems were correlated with radiological response achieved by first TACE, and the six-and-twelve criteria exhibited the highest correlation (Spearman R = 0.39, = 0.026) and consistency (Kappa = 0.14, = 0.019), with optimal performance by area under the receiver operating characteristic curve of 0.71 [95% confidence interval (CI): 0.68-0.74]. With regard to the prediction of OS, the mHAP3 system identified patients with a favorable outcome with the highest concordance (C)-index of 0.60 (95%CI: 0.57-0.62) and the best area under the receiver operating characteristic curve at any time point during follow-up; whereas, PRTS was well-predicted by the ABCR system with a C-index of 0.61 (95%CI: 0.59-0.63), rather than ART. Finally, combining the mHAP3 and ABCR systems identified candidates suitable for TACE with an improved median PRTS of 36.6 mo, compared with non-candidates with a median PRTS of 20.0 mo (log-rank test &lt; 0.001). 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Therefore, several prognostic systems have been proposed for risk stratification and candidate identification for first TACE and repeated TACE (re-TACE). To investigate the correlations between prognostic systems and radiological response, compare the predictive abilities, and integrate them in sequence for outcome prediction. This nationwide multicenter retrospective cohort consisted of 1107 unresectable HCC patients in 15 Chinese tertiary hospitals from January 2010 to May 2016. The Hepatoma Arterial-embolization Prognostic (HAP) score system and its modified versions (mHAP, mHAP2 and mHAP3), as well as the six-and-twelve criteria were compared in terms of their correlations with radiological response and overall survival (OS) prediction for first TACE. The same analyses were conducted in 912 patients receiving re-TACE to evaluate the ART (assessment for re-treatment with TACE) and ABCR (alpha-fetoprotein, Barcelona Clinic Liver Cancer, Child-Pugh and Response) systems for post re-TACE survival (PRTS). All the prognostic systems were correlated with radiological response achieved by first TACE, and the six-and-twelve criteria exhibited the highest correlation (Spearman R = 0.39, = 0.026) and consistency (Kappa = 0.14, = 0.019), with optimal performance by area under the receiver operating characteristic curve of 0.71 [95% confidence interval (CI): 0.68-0.74]. With regard to the prediction of OS, the mHAP3 system identified patients with a favorable outcome with the highest concordance (C)-index of 0.60 (95%CI: 0.57-0.62) and the best area under the receiver operating characteristic curve at any time point during follow-up; whereas, PRTS was well-predicted by the ABCR system with a C-index of 0.61 (95%CI: 0.59-0.63), rather than ART. Finally, combining the mHAP3 and ABCR systems identified candidates suitable for TACE with an improved median PRTS of 36.6 mo, compared with non-candidates with a median PRTS of 20.0 mo (log-rank test &lt; 0.001). Radiological response to TACE is closely associated with tumor burden, but superior prognostic prediction could be achieved with the combination of mHAP3 and ABCR in patients with unresectable liver-confined HCC.</abstract><cop>United States</cop><pub>Baishideng Publishing Group Inc</pub><pmid>32103874</pmid><doi>10.3748/wjg.v26.i6.657</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record>
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2219-2840
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7029354
source PubMed (Medline)
subjects Aged
alpha-Fetoproteins - analysis
Area Under Curve
Carcinoma, Hepatocellular - mortality
Carcinoma, Hepatocellular - therapy
Chemoembolization, Therapeutic - methods
Chemoembolization, Therapeutic - mortality
Clinical Decision Rules
Female
Humans
Liver Neoplasms - mortality
Liver Neoplasms - therapy
Male
Middle Aged
Prognosis
Retrospective Studies
Retrospective Study
Risk Assessment
Risk Factors
ROC Curve
Severity of Illness Index
Treatment Outcome
Tumor Burden
title Validation and evaluation of clinical prediction systems for first and repeated transarterial chemoembolization in unresectable hepatocellular carcinoma: A Chinese multicenter retrospective study
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