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Assessment of Resistance to Tyrosine Kinase Inhibitors by an Interrogation of Signal Transduction Pathways by Antibody Arrays
Published on: September 19, 2018
CRISPR Screen Reveals Pathways and Factors Driving Tyrosine Kinase Inhibitor Resistance in Hepatocellular Carcinoma
Si-Yu Chen1, Li-Hua Yang2, Zi-Qian Liang1
1Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
Abstract:
Tyrosine kinase inhibitor (TKI) resistance severely limits clinical outcomes in hepatocellular carcinoma (HCC), highlighting the urgent need to elucidate its underlying molecular mechanisms. In this study, an unbiased genome-wide CRISPR/Cas9 screening identified novel key factors related to the therapeutic responsiveness of TKI in HCC. By integrating data from 20 datasets encompassing 322 samples, a comprehensive TKI therapeutic response landscape for HCC was constructed. GO and Reactome enrichment analyses revealed that dysregulated RNA splicing, ubiquitination, endocytosis/exocytosis, and cell cycle pathways modulate TKI sensitivity, with close links to antitumor immunity. This study identified GPATCH4, CCT3, C19orf53, UACA, PPM1M, and LIN37 as key genes mediating TKI resistance in HCC. These six genes were found to be highly expressed in HCC and significantly associated with HCC patient prognosis. Drug sensitivity assays identified a significant association between their expression and responsiveness to TKI agents. In-house quantitative real-time PCR validated their differential expression levels in normal hepatocytes, parental HCC cells, and TKI-resistant HCC sublines. ssGSEA, TIMER2, and ESTIMATE analysis revealed that their expression modulates HCC immune infiltration. Bibliometric analysis revealed a growing focus on immunotherapy-based combination regimens to overcome TKI resistance. Ferroptosis, epithelial-mesenchymal transition and hypoxia were new research directions, which were closely related to the pathways investigated in this study. In conclusion, this study identified RNA splicing, ubiquitination, endocytosis/exocytosis, and cell cycle pathways, as well as GPATCH4, CCT3, C19orf53, UACA, PPM1M, and LIN37, as novel directions and targets for TKI-immunotherapy combination strategies, providing new insights for overcoming TKI resistance in HCC.
Insights
Hepatocellular carcinoma (HCC) patients develop resistance to tyrosine kinase inhibitors (TKIs). This study identifies key genes and pathways, like RNA splicing and ubiquitination, that mediate TKI resistance, offering new targets for combination therapies.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Tyrosine kinase inhibitor (TKI) resistance is a major challenge in treating hepatocellular carcinoma (HCC), limiting patient outcomes.
- Understanding the molecular mechanisms of TKI resistance is crucial for developing effective therapeutic strategies.
Purpose of the Study:
- To identify novel molecular factors and pathways involved in TKI resistance in HCC using unbiased screening.
- To construct a comprehensive landscape of TKI therapeutic response in HCC.
- To explore potential combination strategies involving TKI-immunotherapy.
Main Methods:
- Genome-wide CRISPR/Cas9 screening to identify key genes.
- Integration of 20 datasets (322 samples) for landscape construction.
- Gene Ontology (GO) and Reactome pathway enrichment analyses.
- Drug sensitivity assays, quantitative real-time PCR, and immune infiltration analyses (ssGSEA, TIMER2, ESTIMATE).
Main Results:
- Dysregulated RNA splicing, ubiquitination, endocytosis/exocytosis, and cell cycle pathways were identified as modulators of TKI sensitivity.
- Six key genes (GPATCH4, CCT3, C19orf53, UACA, PPM1M, LIN37) were identified as mediators of TKI resistance in HCC.
- These genes are highly expressed in HCC, associated with poor prognosis, and influence drug responsiveness and immune infiltration.
Conclusions:
- RNA splicing, ubiquitination, endocytosis/exocytosis, and cell cycle pathways, along with the identified genes, represent novel targets for overcoming TKI resistance.
- Combination strategies involving TKIs and immunotherapy show promise for improving HCC treatment outcomes.
- Emerging research directions include ferroptosis, epithelial-mesenchymal transition, and hypoxia in the context of TKI resistance.
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