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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 |
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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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fullrecord | <record><control><sourceid>pubmed_cross</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7029354</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>32103874</sourcerecordid><originalsourceid>FETCH-LOGICAL-c390t-64f314d8c267b27cd7a66fc836772374301f6ceff98597501c046ece45664d03</originalsourceid><addsrcrecordid>eNpVkdFuFCEUhomxsWv11kvDC8zIAAMzXpg0G6smTbxpektY5tClYWACzJrt6_lipV1t9IoA5_vOgR-hDx1pmeTDp1_3d-2BitaJVvTyFdpQ2o0NHTh5jTYdIbIZGZXn6G3O94RQxnr6Bp0z2hE2SL5Bv2-1d5MuLgasw4ThoP162kaLjXfBGe3xkmBy5vk4H3OBOWMbE7Yu5fLMJVhAF5hwSTpknQokVzmzhznCvIvePZysLuA1JMhgit55wHtYdIkGvF-9TtjoZFyIs_6ML_F270KtxPPqizMQqrQ2KinmpeLuADiXdTq-Q2dW-wzv_6wX6Obq6832e3P989uP7eV1Y9hISiO4ZR2fBkOF3FFpJqmFsGZgQkpaP5ORzgoD1o5DP8qedIZwAQZ4LwSfCLtAX07aZd3NMD3Nk7RXS3KzTkcVtVP_3wS3V3fxoCShI-t5FbQngakvyAnsC9sR9ZSmqmmqmqZyQtU0K_Dx344v5X_jY499OqTe</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Validation and evaluation of clinical prediction systems for first and repeated transarterial chemoembolization in unresectable hepatocellular carcinoma: A Chinese multicenter retrospective study</title><source>PubMed (Medline)</source><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</creator><creatorcontrib>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</creatorcontrib><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.</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. All rights reserved. 2020</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c390t-64f314d8c267b27cd7a66fc836772374301f6ceff98597501c046ece45664d03</citedby><cites>FETCH-LOGICAL-c390t-64f314d8c267b27cd7a66fc836772374301f6ceff98597501c046ece45664d03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7029354/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7029354/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32103874$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Zhe-Xuan</creatorcontrib><creatorcontrib>Wang, En-Xin</creatorcontrib><creatorcontrib>Bai, Wei</creatorcontrib><creatorcontrib>Xia, Dong-Dong</creatorcontrib><creatorcontrib>Mu, Wei</creatorcontrib><creatorcontrib>Li, Jing</creatorcontrib><creatorcontrib>Yang, Qiao-Yi</creatorcontrib><creatorcontrib>Huang, Ming</creatorcontrib><creatorcontrib>Xu, Guo-Hui</creatorcontrib><creatorcontrib>Sun, Jun-Hui</creatorcontrib><creatorcontrib>Li, Hai-Liang</creatorcontrib><creatorcontrib>Zhao, Hui</creatorcontrib><creatorcontrib>Wu, Jian-Bing</creatorcontrib><creatorcontrib>Yang, Shu-Fa</creatorcontrib><creatorcontrib>Li, Jia-Ping</creatorcontrib><creatorcontrib>Li, Zi-Xiang</creatorcontrib><creatorcontrib>Zhang, Chun-Qing</creatorcontrib><creatorcontrib>Zhu, Xiao-Li</creatorcontrib><creatorcontrib>Zheng, Yan-Bo</creatorcontrib><creatorcontrib>Wang, Qiu-He</creatorcontrib><creatorcontrib>Yuan, Jie</creatorcontrib><creatorcontrib>Li, Xiao-Mei</creatorcontrib><creatorcontrib>Niu, Jing</creatorcontrib><creatorcontrib>Yin, Zhan-Xin</creatorcontrib><creatorcontrib>Xia, Jie-Lai</creatorcontrib><creatorcontrib>Fan, Dai-Ming</creatorcontrib><creatorcontrib>Han, Guo-Hong</creatorcontrib><creatorcontrib>On Behalf Of China Hcc-Tace Study Group</creatorcontrib><title>Validation and evaluation of clinical prediction systems for first and repeated transarterial chemoembolization in unresectable hepatocellular carcinoma: A Chinese multicenter retrospective study</title><title>World journal of gastroenterology : WJG</title><addtitle>World J Gastroenterol</addtitle><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.</description><subject>Aged</subject><subject>alpha-Fetoproteins - analysis</subject><subject>Area Under Curve</subject><subject>Carcinoma, Hepatocellular - mortality</subject><subject>Carcinoma, Hepatocellular - therapy</subject><subject>Chemoembolization, Therapeutic - methods</subject><subject>Chemoembolization, Therapeutic - mortality</subject><subject>Clinical Decision Rules</subject><subject>Female</subject><subject>Humans</subject><subject>Liver Neoplasms - mortality</subject><subject>Liver Neoplasms - therapy</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Prognosis</subject><subject>Retrospective Studies</subject><subject>Retrospective Study</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>ROC Curve</subject><subject>Severity of Illness Index</subject><subject>Treatment Outcome</subject><subject>Tumor Burden</subject><issn>1007-9327</issn><issn>2219-2840</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNpVkdFuFCEUhomxsWv11kvDC8zIAAMzXpg0G6smTbxpektY5tClYWACzJrt6_lipV1t9IoA5_vOgR-hDx1pmeTDp1_3d-2BitaJVvTyFdpQ2o0NHTh5jTYdIbIZGZXn6G3O94RQxnr6Bp0z2hE2SL5Bv2-1d5MuLgasw4ThoP162kaLjXfBGe3xkmBy5vk4H3OBOWMbE7Yu5fLMJVhAF5hwSTpknQokVzmzhznCvIvePZysLuA1JMhgit55wHtYdIkGvF-9TtjoZFyIs_6ML_F270KtxPPqizMQqrQ2KinmpeLuADiXdTq-Q2dW-wzv_6wX6Obq6832e3P989uP7eV1Y9hISiO4ZR2fBkOF3FFpJqmFsGZgQkpaP5ORzgoD1o5DP8qedIZwAQZ4LwSfCLtAX07aZd3NMD3Nk7RXS3KzTkcVtVP_3wS3V3fxoCShI-t5FbQngakvyAnsC9sR9ZSmqmmqmqZyQtU0K_Dx344v5X_jY499OqTe</recordid><startdate>20200214</startdate><enddate>20200214</enddate><creator>Wang, Zhe-Xuan</creator><creator>Wang, En-Xin</creator><creator>Bai, Wei</creator><creator>Xia, Dong-Dong</creator><creator>Mu, Wei</creator><creator>Li, Jing</creator><creator>Yang, Qiao-Yi</creator><creator>Huang, Ming</creator><creator>Xu, Guo-Hui</creator><creator>Sun, Jun-Hui</creator><creator>Li, Hai-Liang</creator><creator>Zhao, Hui</creator><creator>Wu, Jian-Bing</creator><creator>Yang, Shu-Fa</creator><creator>Li, Jia-Ping</creator><creator>Li, Zi-Xiang</creator><creator>Zhang, Chun-Qing</creator><creator>Zhu, Xiao-Li</creator><creator>Zheng, Yan-Bo</creator><creator>Wang, Qiu-He</creator><creator>Yuan, Jie</creator><creator>Li, Xiao-Mei</creator><creator>Niu, Jing</creator><creator>Yin, Zhan-Xin</creator><creator>Xia, Jie-Lai</creator><creator>Fan, Dai-Ming</creator><creator>Han, Guo-Hong</creator><creator>On Behalf Of China Hcc-Tace Study Group</creator><general>Baishideng Publishing Group Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope></search><sort><creationdate>20200214</creationdate><title>Validation and evaluation of clinical prediction systems for first and repeated transarterial chemoembolization in unresectable hepatocellular carcinoma: A Chinese multicenter retrospective study</title><author>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</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-64f314d8c267b27cd7a66fc836772374301f6ceff98597501c046ece45664d03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aged</topic><topic>alpha-Fetoproteins - analysis</topic><topic>Area Under Curve</topic><topic>Carcinoma, Hepatocellular - mortality</topic><topic>Carcinoma, Hepatocellular - therapy</topic><topic>Chemoembolization, Therapeutic - methods</topic><topic>Chemoembolization, Therapeutic - mortality</topic><topic>Clinical Decision Rules</topic><topic>Female</topic><topic>Humans</topic><topic>Liver Neoplasms - mortality</topic><topic>Liver Neoplasms - therapy</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Prognosis</topic><topic>Retrospective Studies</topic><topic>Retrospective Study</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>ROC Curve</topic><topic>Severity of Illness Index</topic><topic>Treatment Outcome</topic><topic>Tumor Burden</topic><toplevel>online_resources</toplevel><creatorcontrib>Wang, Zhe-Xuan</creatorcontrib><creatorcontrib>Wang, En-Xin</creatorcontrib><creatorcontrib>Bai, Wei</creatorcontrib><creatorcontrib>Xia, Dong-Dong</creatorcontrib><creatorcontrib>Mu, Wei</creatorcontrib><creatorcontrib>Li, Jing</creatorcontrib><creatorcontrib>Yang, Qiao-Yi</creatorcontrib><creatorcontrib>Huang, Ming</creatorcontrib><creatorcontrib>Xu, Guo-Hui</creatorcontrib><creatorcontrib>Sun, Jun-Hui</creatorcontrib><creatorcontrib>Li, Hai-Liang</creatorcontrib><creatorcontrib>Zhao, Hui</creatorcontrib><creatorcontrib>Wu, Jian-Bing</creatorcontrib><creatorcontrib>Yang, Shu-Fa</creatorcontrib><creatorcontrib>Li, Jia-Ping</creatorcontrib><creatorcontrib>Li, Zi-Xiang</creatorcontrib><creatorcontrib>Zhang, Chun-Qing</creatorcontrib><creatorcontrib>Zhu, Xiao-Li</creatorcontrib><creatorcontrib>Zheng, Yan-Bo</creatorcontrib><creatorcontrib>Wang, Qiu-He</creatorcontrib><creatorcontrib>Yuan, Jie</creatorcontrib><creatorcontrib>Li, Xiao-Mei</creatorcontrib><creatorcontrib>Niu, Jing</creatorcontrib><creatorcontrib>Yin, Zhan-Xin</creatorcontrib><creatorcontrib>Xia, Jie-Lai</creatorcontrib><creatorcontrib>Fan, Dai-Ming</creatorcontrib><creatorcontrib>Han, Guo-Hong</creatorcontrib><creatorcontrib>On Behalf Of China Hcc-Tace Study Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>World journal of gastroenterology : WJG</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Zhe-Xuan</au><au>Wang, En-Xin</au><au>Bai, Wei</au><au>Xia, Dong-Dong</au><au>Mu, Wei</au><au>Li, Jing</au><au>Yang, Qiao-Yi</au><au>Huang, Ming</au><au>Xu, Guo-Hui</au><au>Sun, Jun-Hui</au><au>Li, Hai-Liang</au><au>Zhao, Hui</au><au>Wu, Jian-Bing</au><au>Yang, Shu-Fa</au><au>Li, Jia-Ping</au><au>Li, Zi-Xiang</au><au>Zhang, Chun-Qing</au><au>Zhu, Xiao-Li</au><au>Zheng, Yan-Bo</au><au>Wang, Qiu-He</au><au>Yuan, Jie</au><au>Li, Xiao-Mei</au><au>Niu, Jing</au><au>Yin, Zhan-Xin</au><au>Xia, Jie-Lai</au><au>Fan, Dai-Ming</au><au>Han, Guo-Hong</au><au>On Behalf Of China Hcc-Tace Study Group</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validation and evaluation of clinical prediction systems for first and repeated transarterial chemoembolization in unresectable hepatocellular carcinoma: A Chinese multicenter retrospective study</atitle><jtitle>World journal of gastroenterology : WJG</jtitle><addtitle>World J Gastroenterol</addtitle><date>2020-02-14</date><risdate>2020</risdate><volume>26</volume><issue>6</issue><spage>657</spage><epage>669</epage><pages>657-669</pages><issn>1007-9327</issn><eissn>2219-2840</eissn><abstract>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.</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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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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