Cargando…
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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783301247015583744 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5819666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT pinatodavidj preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT paimadhava preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT recciaisabella preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT patelmarkand preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT giakoustidisalexandros preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT karamanakosgeorgios preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT rushdazelea preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT jamshaidshiraz preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT oldanialberto preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT grossiglenda preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT pirisimario preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT taitpaul preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma AT sharmarohini preliminaryqualificationofanovelhypoxicbasedradiologicsignaturefortransarterialchemoembolizationinhepatocellularcarcinoma |