ArticleInternational journal of biological sciences2019
Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization.
Article in International journal of biological sciences, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed, 29 citations in OpenAlex.
- Advancing risk stratification in intermediate-stage hepatocellular carcinoma undergoing transarterial chemoembolization: the promise of the NTAA model.Hepatobiliary surgery and nutrition · 2026Article
- Histone delactylation shapes epigenetic landscapes and therapeutic stratification in hepatocellular carcinoma.iLIVER · 2026Article
- Circulating miR-22 Early Predicts TACE Non-Response and Targets WEE1 in Hepatocellular Carcinoma.Cells · 2026Article
- Aflatoxin B1 Impairs TACE Efficacy Through Downregulated Carbonic Anhydrase 2: A Bioinformatics Analysis.International journal of genomics · 2026Article
- Traditional Cox regression outperforms large language models in predicting long-term progression of intermediate to advanced hepatocellular carcinoma.Frontiers in oncology · 2026Article
- Interactions between tumor microenvironment and resistance to transarterial and systemic treatments for HCC.Cancer drug resistance (Alhambra, Calif.) · 2025Review
- Spatial heterogeneity reveals an evolutionary signature predicting therapeutic response and clinical outcomes in hepatocellular carcinoma.Frontiers in bioinformatics · 2025Article
- COPB2 promotes hepatocellular carcinoma progression through regulation of YAP1 nuclear translocation.Oncology research · 2025Article
- SPP1+ tumor-associated macrophages define a high-risk subgroup and inform personalized therapy in hepatocellular carcinoma.Frontiers in oncology · 2025Article
- A cellular senescence-related signature for predicting prognosis, immunotherapy response, and candidate drugs in patients treated with transarterial chemoembolization (TACE).Discover oncology · 2024Article
- Identification of the key genes and mechanisms associated with transcatheter arterial chemoembolisation refractoriness in hepatocellular carcinoma.World journal of clinical oncology · 2024Article
- An Oxidative Stress-Related Prognostic Signature Predicts Treatment Response and Outcomes for Hepatocellular Carcinoma After Transarterial Chemoembolization.Journal of hepatocellular carcinoma · 2024Article
- The Role of GNMT and MMP12 Expression in Determining TACE Efficacy: Validation at Transcription and Protein Levels.Journal of hepatocellular carcinoma · 2024Article
- Review
- Development and Validation of a Vascular Endothelial Growth Factor A-associated Prognostic Model for Unresectable Hepatocellular Carcinoma.Journal of hepatocellular carcinoma · 2023Article
- Article
- Homogenous multifunctional microspheres induce ferroptosis to promote the anti-hepatocarcinoma effect of chemoembolization.Journal of nanobiotechnology · 2022Article
- Treatment and outcomes of hepatocellular carcinoma in patients with Sickle cell disease: a population-based study in the U.S.HPB : the official journal of the International Hepato Pancreato Biliary Association · 2022Article
- A Three-Gene Signature for Predicting the Prognosis of Patients Treated with Transarterial Chemoembolization (TACE) and Identification of PD-184352 as a Potential Drug to Reverse Nonresponse to TACE.Journal of oncology · 2022Article
- Development and Validation of a Novel Circadian Rhythm-Related Signature to Predict the Prognosis of the Patients with Hepatocellular Carcinoma.BioMed research international · 2022Article
Corrections and comments
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Authors and funding
21 authors at 9 institutions in 4 countries.
Funding
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.