Related Experiment Video
Updated: Jan 10, 2026

Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies
Published on: September 15, 2023
Integrative Multi-Omics and Functional Validation Reveal the Role of the TACE Refractoriness-Associated Gene ATP1B3
Cong Zhang1, Qin Hu2,3, Hui Meng3
1Zhejiang Key Laboratory of Imaging and Interventional Medicine, Zhejiang Engineering Research Center of Interventional Medicine Engineering and Biotechnology, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.
Background:
Transarterial chemoembolization (TACE) is the standard treatment for intermediate-stage hepatocellular carcinoma (HCC), but resistance to TACE is a major clinical challenge. This study aimed to identify genes associated with TACE refractoriness and their roles in HCC progression.
Methods:
Gene expression profiles from 104 HCC patients treated with TACE were analyzed using unsupervised clustering to identify molecular subtypes. Key genes associated with TACE refractoriness were identified through univariate Cox regression and lasso, with ATP1B3 emerging as a candidate. Functional annotation of ATP1B3 was conducted using KEGG, GO, and GSEA analyses, while immune profiling and immunotherapy response were compared between ATP1B3-high and ATP1B3-low groups. Single-cell RNA sequencing (scRNA-seq) was employed to explore ATP1B3 expression and its cellular interactions. In vitro functional assays validated its role in migration, invasion, cell cycle, chemotherapy sensitivity, and apoptosis.
Results:
Unsupervised clustering revealed two distinct molecular subtypes of HCC. Cluster 1 was associated with significantly prolonged overall and recurrence-free survival, whereas Cluster 2 exhibited aggressive tumor behavior and adverse clinical outcomes. ATP1B3 was identified as a pivotal gene linked to TACE refractoriness and poor prognosis. Elevated ATP1B3 expression was strongly correlated with metabolic dysregulation, heightened tumor aggressiveness, immune evasion, and diminished therapeutic responses to TACE, sorafenib, and immunotherapy. scRNA-seq analyses demonstrated widespread ATP1B3 expression across tumor and immune cell subsets, with ATP1B3-positive HCC cells displaying enhanced interactions with immune cells. Functional assays revealed that ATP1B3 overexpression promoted tumor migration, invasion, and chemoresistance, while its silencing induced cell cycle arrest, apoptosis, and increased sensitivity to cisplatin.
Conclusion:
This study identifies TACE refractoriness-related gene ATP1B3 as a key regulator of tumor progression, immune evasion, and therapeutic resistance in HCC. These findings highlight ATP1B3 as a promising biomarker for patient stratification and a potential therapeutic target to improve clinical outcomes in HCC.
Insights
This study identifies ATP1B3 as a key gene driving TACE refractoriness in hepatocellular carcinoma (HCC). Targeting ATP1B3 may improve treatment outcomes for HCC patients resistant to TACE therapy.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Transarterial chemoembolization (TACE) is a standard treatment for intermediate-stage hepatocellular carcinoma (HCC).
- TACE resistance presents a significant clinical challenge in HCC management.
- Identifying molecular drivers of TACE refractoriness is crucial for improving patient outcomes.
Purpose of the Study:
- To identify genes associated with TACE refractoriness in HCC.
- To investigate the role of identified genes in HCC progression and therapeutic response.
- To explore ATP1B3 as a potential biomarker and therapeutic target for TACE-resistant HCC.
Main Methods:
- Analysis of gene expression profiles from 104 HCC patients treated with TACE.
- Unsupervised clustering to identify molecular subtypes and Cox regression/lasso for key gene identification.
- Functional annotation, immune profiling, scRNA-seq, and in vitro assays to elucidate ATP1B3 function.
Main Results:
- Two distinct HCC molecular subtypes were identified, with one correlating to poor prognosis.
- ATP1B3 was identified as a key gene associated with TACE refractoriness, poor prognosis, and immune evasion.
- Elevated ATP1B3 expression correlated with resistance to TACE, sorafenib, and immunotherapy; functional assays confirmed its role in tumor progression and chemoresistance.
Conclusions:
- ATP1B3 is a critical regulator of tumor progression, immune evasion, and therapeutic resistance in HCC.
- ATP1B3 serves as a potential biomarker for stratifying HCC patients based on TACE response.
- Targeting ATP1B3 offers a promising therapeutic strategy to overcome TACE refractoriness and improve HCC treatment outcomes.
Related Concept Videos
Allosteric Proteins-ATCase
Aspartate transcarbamoylase (ATCase) is a cytosolic enzyme that catalyzes the condensation of L-aspartate and carbamoyl phosphate to N-carbamoyl-L-aspartate. This reaction is the first step in pyrimidine biosynthesis. UTP and CTP, the end products of the pyrimidine synthesis...
mTOR Signaling and Cancer Progression
The mTOR pathway or the...
