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Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma
AIMS: To investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC). DESIGN: Patients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological ima...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770679/ https://www.ncbi.nlm.nih.gov/pubmed/34686780 http://dx.doi.org/10.1038/s41416-021-01577-6 |
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author | Öcal, Osman Ingrisch, Michael Ümütlü, Muzaffer Reha Peynircioglu, Bora Loewe, Christian van Delden, Otto Vandecaveye, Vincent Gebauer, Bernhard Zech, Christoph J. Sengel, Christian Bargellini, Irene Iezzi, Roberto Benito, Alberto Pech, Maciej Malfertheiner, Peter Ricke, Jens Seidensticker, Max |
author_facet | Öcal, Osman Ingrisch, Michael Ümütlü, Muzaffer Reha Peynircioglu, Bora Loewe, Christian van Delden, Otto Vandecaveye, Vincent Gebauer, Bernhard Zech, Christoph J. Sengel, Christian Bargellini, Irene Iezzi, Roberto Benito, Alberto Pech, Maciej Malfertheiner, Peter Ricke, Jens Seidensticker, Max |
author_sort | Öcal, Osman |
collection | PubMed |
description | AIMS: To investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC). DESIGN: Patients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological imaging features were collected from baseline computed tomography (CT) and magnetic resonance imaging (MRI) imaging, besides clinical values. The prognostic value of these features for OS and LD (grade 2 bilirubin increase) was quantified with univariate Cox proportional hazard models and multivariate Least Absolute Shrinkage and Selection Operator (LASSO) regression. RESULTS: Three hundred and seventy-six patients were included in this study. The treatment arm was not correlated with OS. LASSO showed satellite lesions, atypical HCC, peritumoral arterial enhancement, larger tumour size, higher albumin–bilirubin (ALBI) score, liver–spleen ratio <1.5, ascites, pleural effusion and higher bilirubin values were predictors of worse OS, and higher relative liver enhancement, smooth margin and capsule were associated with better OS. LASSO analysis for LD showed satellite lesions, peritumoral hypointensity in hepatobiliary phase, high ALBI score, higher bilirubin values and ascites were predictors of LD, while randomisation to sorafenib arm was associated with lower LD. CONCLUSIONS: Imaging features showing aggressive tumour biology and poor liver function, in addition to clinical parameters, can serve as imaging biomarkers for OS and LD in patients receiving sorafenib and selective internal radiation therapy for HCC. |
format | Online Article Text |
id | pubmed-8770679 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87706792022-02-04 Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma Öcal, Osman Ingrisch, Michael Ümütlü, Muzaffer Reha Peynircioglu, Bora Loewe, Christian van Delden, Otto Vandecaveye, Vincent Gebauer, Bernhard Zech, Christoph J. Sengel, Christian Bargellini, Irene Iezzi, Roberto Benito, Alberto Pech, Maciej Malfertheiner, Peter Ricke, Jens Seidensticker, Max Br J Cancer Article AIMS: To investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC). DESIGN: Patients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological imaging features were collected from baseline computed tomography (CT) and magnetic resonance imaging (MRI) imaging, besides clinical values. The prognostic value of these features for OS and LD (grade 2 bilirubin increase) was quantified with univariate Cox proportional hazard models and multivariate Least Absolute Shrinkage and Selection Operator (LASSO) regression. RESULTS: Three hundred and seventy-six patients were included in this study. The treatment arm was not correlated with OS. LASSO showed satellite lesions, atypical HCC, peritumoral arterial enhancement, larger tumour size, higher albumin–bilirubin (ALBI) score, liver–spleen ratio <1.5, ascites, pleural effusion and higher bilirubin values were predictors of worse OS, and higher relative liver enhancement, smooth margin and capsule were associated with better OS. LASSO analysis for LD showed satellite lesions, peritumoral hypointensity in hepatobiliary phase, high ALBI score, higher bilirubin values and ascites were predictors of LD, while randomisation to sorafenib arm was associated with lower LD. CONCLUSIONS: Imaging features showing aggressive tumour biology and poor liver function, in addition to clinical parameters, can serve as imaging biomarkers for OS and LD in patients receiving sorafenib and selective internal radiation therapy for HCC. Nature Publishing Group UK 2021-10-22 2022-02-01 /pmc/articles/PMC8770679/ /pubmed/34686780 http://dx.doi.org/10.1038/s41416-021-01577-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Öcal, Osman Ingrisch, Michael Ümütlü, Muzaffer Reha Peynircioglu, Bora Loewe, Christian van Delden, Otto Vandecaveye, Vincent Gebauer, Bernhard Zech, Christoph J. Sengel, Christian Bargellini, Irene Iezzi, Roberto Benito, Alberto Pech, Maciej Malfertheiner, Peter Ricke, Jens Seidensticker, Max Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
title | Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
title_full | Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
title_fullStr | Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
title_full_unstemmed | Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
title_short | Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
title_sort | prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770679/ https://www.ncbi.nlm.nih.gov/pubmed/34686780 http://dx.doi.org/10.1038/s41416-021-01577-6 |
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