File Download
Links for fulltext
(May Require Subscription)
- Publisher Website: 10.7150/ijbs.39534
- Scopus: eid_2-s2.0-85073443833
- PMID: 31754337
- WOS: WOS:000490940500013
- Find via
Supplementary
- Citations:
- Appears in Collections:
Article: Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization
Title | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization |
---|---|
Authors | |
Keywords | Transarterial Chemoembolization hepatocellular carcinoma precision oncology gene signature treatment response |
Issue Date | 2019 |
Publisher | Ivyspring International Publisher. The Journal's web site is located at http://www.biolsci.org/index.htm |
Citation | International Journal of Biological Sciences, 2019, v. 15 n. 12, p. 2654-2663 How to Cite? |
Abstract | 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. |
Persistent Identifier | http://hdl.handle.net/10722/281897 |
ISSN | 2023 Impact Factor: 8.2 2023 SCImago Journal Rankings: 2.114 |
PubMed Central ID | |
ISI Accession Number ID |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Fako, V | - |
dc.contributor.author | Martin, SP | - |
dc.contributor.author | Pomyen, Y | - |
dc.contributor.author | Budhu, A | - |
dc.contributor.author | Chaisaingmongkol, J | - |
dc.contributor.author | Franck, S | - |
dc.contributor.author | Lee, JM-F | - |
dc.contributor.author | Ng, IO-L | - |
dc.contributor.author | Cheung, T-T | - |
dc.contributor.author | Wei, X | - |
dc.contributor.author | Liu, N | - |
dc.contributor.author | Ji, J | - |
dc.contributor.author | Zhao, Lei | - |
dc.contributor.author | Liu, Z | - |
dc.contributor.author | Jia, H-L | - |
dc.contributor.author | Tang, Z-Y | - |
dc.contributor.author | Qin, L-X | - |
dc.contributor.author | Kloeckner, R | - |
dc.contributor.author | Marquardt, J | - |
dc.contributor.author | Greten, T | - |
dc.contributor.author | Wang, XW | - |
dc.date.accessioned | 2020-04-03T07:23:20Z | - |
dc.date.available | 2020-04-03T07:23:20Z | - |
dc.date.issued | 2019 | - |
dc.identifier.citation | International Journal of Biological Sciences, 2019, v. 15 n. 12, p. 2654-2663 | - |
dc.identifier.issn | 1449-2288 | - |
dc.identifier.uri | http://hdl.handle.net/10722/281897 | - |
dc.description.abstract | 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. | - |
dc.language | eng | - |
dc.publisher | Ivyspring International Publisher. The Journal's web site is located at http://www.biolsci.org/index.htm | - |
dc.relation.ispartof | International Journal of Biological Sciences | - |
dc.rights | International Journal of Biological Sciences. Copyright © Ivyspring International Publisher. | - |
dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
dc.subject | Transarterial Chemoembolization | - |
dc.subject | hepatocellular carcinoma | - |
dc.subject | precision oncology | - |
dc.subject | gene signature | - |
dc.subject | treatment response | - |
dc.title | Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization | - |
dc.type | Article | - |
dc.identifier.email | Lee, JM-F: joyce@pathology.hku.hk | - |
dc.identifier.email | Ng, IO-L: iolng@hku.hk | - |
dc.identifier.email | Cheung, T-T: cheung68@HKUCC-COM.hku.hk | - |
dc.identifier.authority | Ng, IO-L=rp00335 | - |
dc.identifier.authority | Cheung, T-T=rp02129 | - |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.7150/ijbs.39534 | - |
dc.identifier.pmid | 31754337 | - |
dc.identifier.pmcid | PMC6854367 | - |
dc.identifier.scopus | eid_2-s2.0-85073443833 | - |
dc.identifier.hkuros | 309602 | - |
dc.identifier.volume | 15 | - |
dc.identifier.issue | 12 | - |
dc.identifier.spage | 2654 | - |
dc.identifier.epage | 2663 | - |
dc.identifier.isi | WOS:000490940500013 | - |
dc.publisher.place | Australia | - |
dc.identifier.issnl | 1449-2288 | - |