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Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma

BACKGROUND: Survival advantage following trans-arterial chemoembolization (TACE) is variable in patients with hepatocellular carcinoma (HCC). We combined pre-TACE radiologic features to derive a novel prognostic signature in HCC. METHODS: A multi-institutional dataset of 98 patients was generated fr...

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Autores principales: Pinato, David J., Pai, Madhava, Reccia, Isabella, Patel, Markand, Giakoustidis, Alexandros, Karamanakos, Georgios, Rushd, Azelea, Jamshaid, Shiraz, Oldani, Alberto, Grossi, Glenda, Pirisi, Mario, Tait, Paul, Sharma, Rohini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5819666/
https://www.ncbi.nlm.nih.gov/pubmed/29463228
http://dx.doi.org/10.1186/s12885-018-4120-4
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author Pinato, David J.
Pai, Madhava
Reccia, Isabella
Patel, Markand
Giakoustidis, Alexandros
Karamanakos, Georgios
Rushd, Azelea
Jamshaid, Shiraz
Oldani, Alberto
Grossi, Glenda
Pirisi, Mario
Tait, Paul
Sharma, Rohini
author_facet Pinato, David J.
Pai, Madhava
Reccia, Isabella
Patel, Markand
Giakoustidis, Alexandros
Karamanakos, Georgios
Rushd, Azelea
Jamshaid, Shiraz
Oldani, Alberto
Grossi, Glenda
Pirisi, Mario
Tait, Paul
Sharma, Rohini
author_sort Pinato, David J.
collection PubMed
description BACKGROUND: Survival advantage following trans-arterial chemoembolization (TACE) is variable in patients with hepatocellular carcinoma (HCC). We combined pre-TACE radiologic features to derive a novel prognostic signature in HCC. METHODS: A multi-institutional dataset of 98 patients was generated from two retrospective cohorts from United Kingdom (65%) and Italy (36%). The prognostic impact of a number baseline imaging parameters was assessed and factors significant on univariate analysis were combined to create a novel radiologic signature on multivariable analyses predictive of overall survival (OS) following TACE. RESULTS: Median OS was 15.4 months. Tumour size > 7 cm (p < 0.001), intra-tumour necrosis (ITN) (p = 0.02) and arterial ectatic neovascularisation (AEN) (p = 0.03) emerged as individual prognostic factors together with radiologic response (p < 0.001) and elevated alpha-fetoprotein (AFP) (p = 0.01). Combination of tumour size > 7 cm, ITN and AEN identified patients with poor prognosis (p < 0.001). CONCLUSIONS: We identified a coherent signature based on commonly available imaging biomarkers likely to be reflective of differential patterns of relative hypoxia and neovascularisation. Large tumours displaying AEN and ITN are characterised by a shorter survival after TACE.
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spelling pubmed-58196662018-02-26 Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma Pinato, David J. Pai, Madhava Reccia, Isabella Patel, Markand Giakoustidis, Alexandros Karamanakos, Georgios Rushd, Azelea Jamshaid, Shiraz Oldani, Alberto Grossi, Glenda Pirisi, Mario Tait, Paul Sharma, Rohini BMC Cancer Research Article BACKGROUND: Survival advantage following trans-arterial chemoembolization (TACE) is variable in patients with hepatocellular carcinoma (HCC). We combined pre-TACE radiologic features to derive a novel prognostic signature in HCC. METHODS: A multi-institutional dataset of 98 patients was generated from two retrospective cohorts from United Kingdom (65%) and Italy (36%). The prognostic impact of a number baseline imaging parameters was assessed and factors significant on univariate analysis were combined to create a novel radiologic signature on multivariable analyses predictive of overall survival (OS) following TACE. RESULTS: Median OS was 15.4 months. Tumour size > 7 cm (p < 0.001), intra-tumour necrosis (ITN) (p = 0.02) and arterial ectatic neovascularisation (AEN) (p = 0.03) emerged as individual prognostic factors together with radiologic response (p < 0.001) and elevated alpha-fetoprotein (AFP) (p = 0.01). Combination of tumour size > 7 cm, ITN and AEN identified patients with poor prognosis (p < 0.001). CONCLUSIONS: We identified a coherent signature based on commonly available imaging biomarkers likely to be reflective of differential patterns of relative hypoxia and neovascularisation. Large tumours displaying AEN and ITN are characterised by a shorter survival after TACE. BioMed Central 2018-02-20 /pmc/articles/PMC5819666/ /pubmed/29463228 http://dx.doi.org/10.1186/s12885-018-4120-4 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Pinato, David J.
Pai, Madhava
Reccia, Isabella
Patel, Markand
Giakoustidis, Alexandros
Karamanakos, Georgios
Rushd, Azelea
Jamshaid, Shiraz
Oldani, Alberto
Grossi, Glenda
Pirisi, Mario
Tait, Paul
Sharma, Rohini
Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
title Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
title_full Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
title_fullStr Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
title_full_unstemmed Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
title_short Preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
title_sort preliminary qualification of a novel, hypoxic-based radiologic signature for trans-arterial chemoembolization in hepatocellular carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5819666/
https://www.ncbi.nlm.nih.gov/pubmed/29463228
http://dx.doi.org/10.1186/s12885-018-4120-4
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