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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Veröffentlicht in:Cancers 2021-05, Vol.13 (11), p.2677
Hauptverfasser: 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
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container_end_page
container_issue 11
container_start_page 2677
container_title Cancers
container_volume 13
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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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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Group</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Biological Science Collection</collection><collection>ProQuest Research Library</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Marasco, Giovanni</au><au>Poggioli, Francesco</au><au>Colecchia, Antonio</au><au>Cabibbo, Giuseppe</au><au>Pelizzaro, Filippo</au><au>Giannini, Edoardo</au><au>Marinelli, Sara</au><au>Rapaccini, Gian</au><au>Caturelli, Eugenio</au><au>Di Marco, Mariella</au><au>Biasini, Elisabetta</au><au>Marra, Fabio</au><au>Morisco, Filomena</au><au>Foschi, Francesco</au><au>Zoli, Marco</au><au>Gasbarrini, Antonio</au><au>Svegliati Baroni, Gianluca</au><au>Masotto, Alberto</au><au>Sacco, Rodolfo</au><au>Raimondo, Giovanni</au><au>Azzaroli, Francesco</au><au>Mega, Andrea</au><au>Vidili, Gianpaolo</au><au>Brunetto, Maurizia</au><au>Nardone, Gerardo</au><au>Alemanni, Luigina</au><au>Dajti, Elton</au><au>Ravaioli, Federico</au><au>Festi, Davide</au><au>Trevisani, Franco</au><aucorp>on behalf of the Italian Liver Cancer (ITA.LI.CA.) 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>
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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
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