A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study
Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA...
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creator | Marasco, Giovanni Poggioli, Francesco Colecchia, Antonio Cabibbo, Giuseppe Pelizzaro, Filippo Giannini, Edoardo Marinelli, Sara Rapaccini, Gian Caturelli, Eugenio Di Marco, Mariella Biasini, Elisabetta Marra, Fabio Morisco, Filomena Foschi, Francesco Zoli, Marco Gasbarrini, Antonio Svegliati Baroni, Gianluca Masotto, Alberto Sacco, Rodolfo Raimondo, Giovanni Azzaroli, Francesco Mega, Andrea Vidili, Gianpaolo Brunetto, Maurizia Nardone, Gerardo Alemanni, Luigina Dajti, Elton Ravaioli, Federico Festi, Davide Trevisani, Franco |
description | Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2–12), and the median OS was 10 months (IQR: 4–20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient’s assessment using common markers of patient’s general status, liver damage and function and HCC biology. Further studies are required to test its accuracy and provide external validation. |
doi_str_mv | 10.3390/cancers13112677 |
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Group</creatorcontrib><description>Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2–12), and the median OS was 10 months (IQR: 4–20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient’s assessment using common markers of patient’s general status, liver damage and function and HCC biology. 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Further studies are required to test its accuracy and provide external validation.</description><subject>Adverse events</subject><subject>Bilirubin</subject><subject>Cancer therapies</subject><subject>Cohort analysis</subject><subject>Hemoglobin</subject><subject>Hepatitis</subject><subject>Hepatocellular carcinoma</subject><subject>Laboratories</subject><subject>Liver cancer</subject><subject>Liver diseases</subject><subject>Medical prognosis</subject><subject>Multivariate analysis</subject><subject>Patients</subject><subject>Platelets</subject><subject>Statistical analysis</subject><subject>Survival</subject><subject>Variables</subject><subject>α-Fetoprotein</subject><issn>2072-6694</issn><issn>2072-6694</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNpdkc9LHTEQx0NRqjw9ew300svW_Npk00Ph-WhrwV-gnsO8bPYZ2d28JlmL4B9vFqWoM4cZmA_f-YXQESXfONfk2MJoXUyUU8qkUp_QPiOKVVJqsfMm30OHKd2TYpxTJdVntMdFKXKi99HTEl-EIWwiDNUJJNfiqxg2Y0jZW3weWtfjLkS8bB_mZi0-dVvIwbq-n3qIeAXR-jEMgK8gezfmhG-ig1zIfz7f4esQoXOjX3_HS3w-9UW1QC7i6zy1jwdot4M-ucPXuEC3v37erE6rs8vff1bLs8py3eTKMsEbDbIhtK4JEcJaJZwTWul1DRIKJChnyhKmG9l2NZU1kWItm7ajTHO-QD9edLfTenDtPEKE3myjHyA-mgDevK-M_s5swoNpqNZMySLw9VUghr-TS9kMPs1HgNGFKRlWcykkF8UX6MsH9D5McSzrzZSWpJa1LtTxC2VjSCm67v8wlJj5uebDc_kzc_yXcQ</recordid><startdate>20210529</startdate><enddate>20210529</enddate><creator>Marasco, Giovanni</creator><creator>Poggioli, Francesco</creator><creator>Colecchia, Antonio</creator><creator>Cabibbo, Giuseppe</creator><creator>Pelizzaro, Filippo</creator><creator>Giannini, Edoardo</creator><creator>Marinelli, Sara</creator><creator>Rapaccini, Gian</creator><creator>Caturelli, Eugenio</creator><creator>Di Marco, Mariella</creator><creator>Biasini, Elisabetta</creator><creator>Marra, Fabio</creator><creator>Morisco, Filomena</creator><creator>Foschi, Francesco</creator><creator>Zoli, Marco</creator><creator>Gasbarrini, Antonio</creator><creator>Svegliati Baroni, Gianluca</creator><creator>Masotto, Alberto</creator><creator>Sacco, Rodolfo</creator><creator>Raimondo, Giovanni</creator><creator>Azzaroli, Francesco</creator><creator>Mega, Andrea</creator><creator>Vidili, Gianpaolo</creator><creator>Brunetto, Maurizia</creator><creator>Nardone, Gerardo</creator><creator>Alemanni, Luigina</creator><creator>Dajti, Elton</creator><creator>Ravaioli, Federico</creator><creator>Festi, Davide</creator><creator>Trevisani, Franco</creator><general>MDPI AG</general><general>MDPI</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T5</scope><scope>7TO</scope><scope>7XB</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>H94</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M2O</scope><scope>M7P</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8903-5829</orcidid><orcidid>https://orcid.org/0000-0003-3675-8545</orcidid><orcidid>https://orcid.org/0000-0002-0458-3763</orcidid><orcidid>https://orcid.org/0000-0002-1142-8585</orcidid><orcidid>https://orcid.org/0000-0002-9887-7315</orcidid><orcidid>https://orcid.org/0000-0001-7167-8773</orcidid><orcidid>https://orcid.org/0000-0001-8344-6523</orcidid><orcidid>https://orcid.org/0000-0001-8629-0878</orcidid><orcidid>https://orcid.org/0000-0003-0584-1442</orcidid><orcidid>https://orcid.org/0000-0001-8364-9152</orcidid><orcidid>https://orcid.org/0000-0002-6393-6995</orcidid><orcidid>https://orcid.org/0000-0001-8526-837X</orcidid></search><sort><creationdate>20210529</creationdate><title>A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study</title><author>Marasco, Giovanni ; 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Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study</atitle><jtitle>Cancers</jtitle><date>2021-05-29</date><risdate>2021</risdate><volume>13</volume><issue>11</issue><spage>2677</spage><pages>2677-</pages><issn>2072-6694</issn><eissn>2072-6694</eissn><abstract>Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2–12), and the median OS was 10 months (IQR: 4–20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient’s assessment using common markers of patient’s general status, liver damage and function and HCC biology. Further studies are required to test its accuracy and provide external validation.</abstract><cop>Basel</cop><pub>MDPI AG</pub><pmid>34072309</pmid><doi>10.3390/cancers13112677</doi><orcidid>https://orcid.org/0000-0002-8903-5829</orcidid><orcidid>https://orcid.org/0000-0003-3675-8545</orcidid><orcidid>https://orcid.org/0000-0002-0458-3763</orcidid><orcidid>https://orcid.org/0000-0002-1142-8585</orcidid><orcidid>https://orcid.org/0000-0002-9887-7315</orcidid><orcidid>https://orcid.org/0000-0001-7167-8773</orcidid><orcidid>https://orcid.org/0000-0001-8344-6523</orcidid><orcidid>https://orcid.org/0000-0001-8629-0878</orcidid><orcidid>https://orcid.org/0000-0003-0584-1442</orcidid><orcidid>https://orcid.org/0000-0001-8364-9152</orcidid><orcidid>https://orcid.org/0000-0002-6393-6995</orcidid><orcidid>https://orcid.org/0000-0001-8526-837X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2072-6694 |
ispartof | Cancers, 2021-05, Vol.13 (11), p.2677 |
issn | 2072-6694 2072-6694 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8199276 |
source | MDPI - Multidisciplinary Digital Publishing Institute; Free E-Journal (出版社公開部分のみ); PubMed Central; PubMed Central Open Access |
subjects | Adverse events Bilirubin Cancer therapies Cohort analysis Hemoglobin Hepatitis Hepatocellular carcinoma Laboratories Liver cancer Liver diseases Medical prognosis Multivariate analysis Patients Platelets Statistical analysis Survival Variables α-Fetoprotein |
title | A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-10T15%3A52%3A45IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Nomogram-Based%20Prognostic%20Model%20for%20Advanced%20Hepatocellular%20Carcinoma%20Patients%20Treated%20with%20Sorafenib:%20A%20Multicenter%20Study&rft.jtitle=Cancers&rft.au=Marasco,%20Giovanni&rft.aucorp=on%20behalf%20of%20the%20Italian%20Liver%20Cancer%20(ITA.LI.CA.)%20Group&rft.date=2021-05-29&rft.volume=13&rft.issue=11&rft.spage=2677&rft.pages=2677-&rft.issn=2072-6694&rft.eissn=2072-6694&rft_id=info:doi/10.3390/cancers13112677&rft_dat=%3Cproquest_pubme%3E2536463434%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2539605659&rft_id=info:pmid/34072309&rfr_iscdi=true |