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Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization
Transarterial chemoembolization (TACE) is a commonly used treatment modality in hepatocellular carcinoma (HCC). The ability to identify patients who will respond to TACE represents an important clinical need, and tumor gene expression patterns may be associated with TACE response. We investigated wh...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6854367/ https://www.ncbi.nlm.nih.gov/pubmed/31754337 http://dx.doi.org/10.7150/ijbs.39534 |
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author | Fako, Valerie Martin, Sean P. Pomyen, Yotsawat Budhu, Anuradha Chaisaingmongkol, Jittiporn Franck, Sophia Lee, Joyce Man-Fong Ng, Irene Oi-Lin Cheung, Tan-To Wei, Xiyang Liu, Niya Ji, Junfang Zhao, Lei Liu, Zhaogang Jia, Hu-Liang Tang, Zhao-You Qin, Lun-Xiu Kloeckner, Roman Marquardt, Jens Greten, Tim Wang, Xin Wei |
author_facet | Fako, Valerie Martin, Sean P. Pomyen, Yotsawat Budhu, Anuradha Chaisaingmongkol, Jittiporn Franck, Sophia Lee, Joyce Man-Fong Ng, Irene Oi-Lin Cheung, Tan-To Wei, Xiyang Liu, Niya Ji, Junfang Zhao, Lei Liu, Zhaogang Jia, Hu-Liang Tang, Zhao-You Qin, Lun-Xiu Kloeckner, Roman Marquardt, Jens Greten, Tim Wang, Xin Wei |
author_sort | Fako, Valerie |
collection | PubMed |
description | Transarterial chemoembolization (TACE) is a commonly used treatment modality in hepatocellular carcinoma (HCC). The ability to identify patients who will respond to TACE represents an important clinical need, and tumor gene expression patterns may be associated with TACE response. We investigated whether tumor transcriptome is associated with TACE response in patients with HCC. We analyzed transcriptome data of treatment-naïve tumor tissues from a Chinese cohort of 191 HCC patients, including 105 patients who underwent TACE following resection with curative intent. We then developed a gene signature, TACE Navigator, which was associated with improved survival in patients that received either adjuvant or post-relapse TACE. To validate our findings, we applied our signature in a blinded manner to three independent cohorts comprising an additional 130 patients with diverse ethnic backgrounds enrolled in three different hospitals who received either adjuvant TACE or palliative TACE. TACE Navigator stratified patients into Responders and Non-Responders which was associated with improved survival following TACE in our test cohort (Responders: 67 months vs Non-Responders: 39.5 months, p<0.0001). In addition, multivariable Cox model demonstrates that TACE Navigator was independently associated with survival (HR: 9.31, 95% CI: 3.46-25.0, p<0.001). In our validation cohorts, the association between TACE Navigator and survival remained robust in both Asian patients who received adjuvant TACE (Hong Kong: 60 months vs 25.6 months p=0.007; Shandong: 61.3 months vs 32.1 months, p=0.027) and European patients who received TACE as primary therapy (Mainz: 60 months vs 41.5 months, p=0.041). These results indicate that a TACE-specific molecular classifier is robust in predicting TACE response. This gene signature can be used to identify patients who will have the greatest survival benefit after TACE treatment and enable personalized treatment modalities for patients with HCC. |
format | Online Article Text |
id | pubmed-6854367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-68543672019-11-21 Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization Fako, Valerie Martin, Sean P. Pomyen, Yotsawat Budhu, Anuradha Chaisaingmongkol, Jittiporn Franck, Sophia Lee, Joyce Man-Fong Ng, Irene Oi-Lin Cheung, Tan-To Wei, Xiyang Liu, Niya Ji, Junfang Zhao, Lei Liu, Zhaogang Jia, Hu-Liang Tang, Zhao-You Qin, Lun-Xiu Kloeckner, Roman Marquardt, Jens Greten, Tim Wang, Xin Wei Int J Biol Sci Research Paper Transarterial chemoembolization (TACE) is a commonly used treatment modality in hepatocellular carcinoma (HCC). The ability to identify patients who will respond to TACE represents an important clinical need, and tumor gene expression patterns may be associated with TACE response. We investigated whether tumor transcriptome is associated with TACE response in patients with HCC. We analyzed transcriptome data of treatment-naïve tumor tissues from a Chinese cohort of 191 HCC patients, including 105 patients who underwent TACE following resection with curative intent. We then developed a gene signature, TACE Navigator, which was associated with improved survival in patients that received either adjuvant or post-relapse TACE. To validate our findings, we applied our signature in a blinded manner to three independent cohorts comprising an additional 130 patients with diverse ethnic backgrounds enrolled in three different hospitals who received either adjuvant TACE or palliative TACE. TACE Navigator stratified patients into Responders and Non-Responders which was associated with improved survival following TACE in our test cohort (Responders: 67 months vs Non-Responders: 39.5 months, p<0.0001). In addition, multivariable Cox model demonstrates that TACE Navigator was independently associated with survival (HR: 9.31, 95% CI: 3.46-25.0, p<0.001). In our validation cohorts, the association between TACE Navigator and survival remained robust in both Asian patients who received adjuvant TACE (Hong Kong: 60 months vs 25.6 months p=0.007; Shandong: 61.3 months vs 32.1 months, p=0.027) and European patients who received TACE as primary therapy (Mainz: 60 months vs 41.5 months, p=0.041). These results indicate that a TACE-specific molecular classifier is robust in predicting TACE response. This gene signature can be used to identify patients who will have the greatest survival benefit after TACE treatment and enable personalized treatment modalities for patients with HCC. Ivyspring International Publisher 2019-10-03 /pmc/articles/PMC6854367/ /pubmed/31754337 http://dx.doi.org/10.7150/ijbs.39534 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Fako, Valerie Martin, Sean P. Pomyen, Yotsawat Budhu, Anuradha Chaisaingmongkol, Jittiporn Franck, Sophia Lee, Joyce Man-Fong Ng, Irene Oi-Lin Cheung, Tan-To Wei, Xiyang Liu, Niya Ji, Junfang Zhao, Lei Liu, Zhaogang Jia, Hu-Liang Tang, Zhao-You Qin, Lun-Xiu Kloeckner, Roman Marquardt, Jens Greten, Tim Wang, Xin Wei Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
title | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
title_full | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
title_fullStr | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
title_full_unstemmed | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
title_short | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
title_sort | gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6854367/ https://www.ncbi.nlm.nih.gov/pubmed/31754337 http://dx.doi.org/10.7150/ijbs.39534 |
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