Transcriptomics of an in vitro model of sorafenib resistance in Huh7 hepatocellular carcinoma cell line
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE94550 | GEO | 2019/09/01
REPOSITORIES: GEO
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Project description:Circular RNAs (circRNAs) are increasingly gaining importance and attention due to their diverse potential functions. Our study aims to explore the novel mechanisms by which exosome-contained circRNAs promote sorafenib resistance in hepatocellular carcinoma (HCC). Here we report that a circular RNA, circRNA-MANBA (a circular RNA upregulated in exosomes derived from sorafenib-resistant HCC cells), plays a significant role in sorafenib resistance in HCC. We identified that circRNA-MANBA is increased in sorafenib-resistant HCC cells, their exosomes, and tumor samples from sorafenib-treated HCC patients. Depletion of circRNA-MANBA substantially increases the cell-killing ability of sorafenib. Co-culture experiments revealed that exosomes from sorafenib-resistant HCC cells carrying large amounts of circRNA-MANBA could transmit drug resistant capacity to parental cells. Further studies revealed that circRNA-MANBA acted as ‘miRNAs sponge’ to absorb miR-1290, which prevented miR-1290 interaction with CD109 and thus upregulated STAT3 phosphorylation subsequently. Using different HCC mouse models, we demonstrated that silencing circRNA-MANBA by injection of siRNA could substantially overcome sorafenib resistance. Our study provides a proof-of-concept demonstration for a potential strategy to overcome sorafenib resistance in HCC patients by targeting circRNA-MANBA.
2023-11-07 | GSE213242 | GEO
Project description:OBJECTIVE: Sorafenib is effective in hepatocellular carcinoma (HCC), but patients ultimately present disease progression. Molecular mechanisms underlying acquired resistance are still unknown. Herein, we characterize the role of tumor-initiating cells (T-ICs) and signaling pathways involved in sorafenib resistance. DESIGN: HCC xenograft mice treated with sorafenib (n=22) were explored for responsiveness (n=5) and acquired resistance (n=17). Mechanism of acquired resistance were assessed by: 1) Role of T-ICs by in vitro sphere formation and in vivo tumorigenesis assays using NOD/SCID mice, 2) Activation of alternative signaling pathways and 3) Efficacy of anti-FGF and anti-IGF drugs in experimental models. Gene expression (microarray, qRT-PCR) and protein analyses (immunohistochemistry, western blot) were conducted. A novel gene signature of sorafenib resistance was generated and tested in 2 independent cohorts. RESULTS: Sorafenib-acquired resistance tumors showed significant enrichment of T-ICs (164 cells needed to create a tumor) vs. sorafenib-sensitive tumors (13400 cells) and non-treated tumors (1292 cells), p<0.001. Tumors with sorafenib-acquired resistance were enriched with IGF and FGF signaling cascades (FDR<0.05). In vitro, cells derived from sorafenib-acquired resistant tumors and two sorafenib-resistant HCC cell lines were responsive to IGF or FGF inhibition. In vivo, FGF blockade delayed tumor growth and improved survival in sorafenib-resistant tumors. A sorafenib-resistance 175-gene signature was characterized by enrichment of progenitor-cell features, aggressive tumoral traits and predicted poor survival in 2 cohorts (n=442 HCC patients). CONCLUSION: Acquired resistance to sorafenib is driven by tumor initiating cells with enrichment of progenitor markers and activation of IGF and FGF signaling. Inhibition of these pathways would benefit a subset of patients after sorafenib progression. Transcriptomic profile of subcutaneous Huh7 cells-derived tumors treated with sorafenib that developed acquired resistance to the drug (n=4), remain responsive to sorafenib (n=3) or were treated with brivanib after development of resistance (n=3). Gene profiling of hepatospheres generated from tumors with acquired resistance to sorafenib (n=3) and non-treated tumors (n=3) was also analyzed.
2016-06-16 | E-GEOD-73571 | biostudies-arrayexpress
Project description:Sorafenib is the only approved targeted drug for hepatocellular carcinoma (HCC), but its effect on patients’ survival gain is limited and varies over a wide range depending on patho-genetic conditions. Thus, enhancing the efficacy of sorafenib and finding a reliable predictive biomarker are crucuial to achieve efficient control of HCCs. In this study, we employed a systems approach by combining transcriptome analysis of the mRNA changes in HCC cell lines in response to sorafenib with network analysis to investigate the action and resistance mechanism of sorafenib. Gene ontology and gene set analysis revealed that proteotoxic stress and apoptosis modules are activated in the presence of sorafenib. Further analysis of the endoplasmic reticulum (ER) stress network model combined with in vitro experiments showed that introducing an additional stress by treating the orally active protein disulfide isomerase (PDI) inhibitor (PACMA 31) can synergistically increase the efficacy of sorafenib in vitro and in vivo, which was confirmed using a mouse xenograft model. We also found that HCC patients with high PDI expression show resistance to sorafenib and poor clinical outcomes, compared to the low PDI expression group. These results suggest that PDI is a promising therapeutic target for enhancing the efficacy of sorafenib and can also be a biomarker for predicting sorafenib responsiveness.
2017-03-19 | GSE96794 | GEO
Project description:Hepatocellular carcinoma (HCC) is frequently diagnosed in patients with late-stage disease who are ineligible for curative surgical therapies. Furthermore, the majority of patients become resistant to sorafenib. Recently, computational methods for drug repurposing have shown great promise to accelerate the discovery of new uses for existing drugs. In order to identify novel drugs for use against sorafenib resistant (SR)-HCC, we employed a transcriptomics-based drug repurposing method termed connectivity mapping. We conducted a comprehensive analysis of available in vitro and in vivo gene signatures of (SR)-HCC, and generated our own in vitro model using the Huh7 HCC cell line. We compared coverage of SR-HCC gene signatures across seven patient-derived HCC gene expression datasets, and observed that patients harboring the Huh7 SR-HCC gene signature had significantly reduced survival. Utilizing the Huh7 SR-HCC gene signature, we applied connectivity mapping to drug-induced gene expression profiles (n= 3,740 drugs) in the HepG2 HCC cell line from the LINCS database in order to find drugs that could oppose sorafenib resistance. We validated the use of two non-receptor tyrosine kinase inhibitors, dasatinib and fostamatinib, to reduce viability of sorafenib-resistant HCC cells and confirmed up-regulated activity of Src family kinases, the targets of dasatinib, in our SR-HCC models. We prospectively validated predicted gene expression changes in fostamatinib treated Huh7-SR via RNA-seq analysis.
2019-09-01 | GSE113005 | GEO
Project description:Sorafenib is a first-line chemotherapy drug for treating advanced hepatocellular carcinoma (HCC). However, its therapeutic effect has been seriously affected by the emergence of sorafenib resistance in HCC patients. The underlying mechanism of sorafenib resistance is unclear. Here, we report a circular RNA, cDCBLD2, which plays an important role in sorafenib resistance in HCC. We found that cDCBLD2 was upregulated in sorafenib-resistant (SR) HCC cells, and knocking down cDCBLD2 expression could significantly increase sorafenib-related cytotoxicity. Further evidence showed that cDCBLD2 can bind to microRNA (miR)-345-5p through a competing endogenous RNA mechanism, increase type IIA topoisomerase (TOP2A) mRNA stability through a miRNA sponge mechanism, and reduce the effects of sorafenib treatment on HCC by inhibiting apoptosis. Our findings also suggest that miR-345-5p can negatively regulate TOP2A levels by binding to the coding sequence region of its mRNA. Additionally, targeting cDCBLD2 by injecting a specific small interfering RNA (siRNA) could significantly overcome sorafenib resistance in a patient-derived xenograft (PDX) mouse model of HCC. Taken together, our study provides a proof-of-concept for a potential strategy to overcome sorafenib resistance in HCC patients by targeting cDCBLD2 or TOP2A.
2023-12-11 | GSE240109 | GEO
Project description:Sorafenib resistance up-regulated circRNA_104797 could be transmitted by exosomes and responsible for the spread of Sorafenib resistance among HCC cells. CircRNA_104797 was critical for Sorafenib resistance maintenance and silencing circRNA_104797 could substantially increase the efficacy of Sorafenib by inducing apoptosis. Mechanism dissection unveiled that circRNA_104797 could specifically sponge miR-103a-2-5p and miR-660-3p and act as a competing endogenous RNA (ceRNA), thus competitively activated wnt/β-catenin pathway and induced Sorafenib resistance. Meanwhile, LC-MS/MS also revealed that circRNA_104797 could specifically bind to translation related proteins, which might regulate downstream glycan biosynthesis and lipid metabolism, and finally induce Sorafenib resistance. In vivo experiments portrayed a promising clinical application by locally injection of in vivo-grade siRNA for circRNA_104797 by TACE or other manners, which could intensively enhance Sorafenib efficacy in HCC patients. The clinical application of in vivo-grade siRNA for circRNA_104797 in Sorafenib treated HCC patients might shed bright future for the management of advanced HCC.
2020-07-25 | GSE101850 | GEO
Project description:OBJECTIVE: Sorafenib is effective in hepatocellular carcinoma (HCC), but patients ultimately present disease progression. Molecular mechanisms underlying acquired resistance are still unknown. Herein, we characterize the role of tumor-initiating cells (T-ICs) and signaling pathways involved in sorafenib resistance. DESIGN: HCC xenograft mice treated with sorafenib (n=22) were explored for responsiveness (n=5) and acquired resistance (n=17). Mechanism of acquired resistance were assessed by: 1) Role of T-ICs by in vitro sphere formation and in vivo tumorigenesis assays using NOD/SCID mice, 2) Activation of alternative signaling pathways and 3) Efficacy of anti-FGF and anti-IGF drugs in experimental models. Gene expression (microarray, qRT-PCR) and protein analyses (immunohistochemistry, western blot) were conducted. A novel gene signature of sorafenib resistance was generated and tested in 2 independent cohorts. RESULTS: Sorafenib-acquired resistance tumors showed significant enrichment of T-ICs (164 cells needed to create a tumor) vs. sorafenib-sensitive tumors (13400 cells) and non-treated tumors (1292 cells), p<0.001. Tumors with sorafenib-acquired resistance were enriched with IGF and FGF signaling cascades (FDR<0.05). In vitro, cells derived from sorafenib-acquired resistant tumors and two sorafenib-resistant HCC cell lines were responsive to IGF or FGF inhibition. In vivo, FGF blockade delayed tumor growth and improved survival in sorafenib-resistant tumors. A sorafenib-resistance 175-gene signature was characterized by enrichment of progenitor-cell features, aggressive tumoral traits and predicted poor survival in 2 cohorts (n=442 HCC patients). CONCLUSION: Acquired resistance to sorafenib is driven by tumor initiating cells with enrichment of progenitor markers and activation of IGF and FGF signaling. Inhibition of these pathways would benefit a subset of patients after sorafenib progression.
2016-06-16 | GSE73571 | GEO
Project description:N6-methyladenosine (m6A) is a type of nucleotide modification abundant in mRNA, which regulates mRNA stability, splicing and translation. However, its physiological role in intratumoral microenvironment and drug resistancehave not been fully understood. We demonstrated that METTL3,a primary m6A methyltransferase, was significantly down-regulated in human sorafenib-resistant hepatocellular carcinoma (HCC). Depletion of METTL3 under hypoxia promoted sorafenib-resistance and angiogenesis and exacerbated progression by activating autophagy-associated pathway. Mechanistically, we identified FOXO3 as a key downstream target of the METTL3-mediated m6A modification. The m6A modification of FOXO3 at the 3'-untranslated region increased FOXO3 mRNA stability. Analysis of clinical samples showed that METTL3levels aretightly correlated with FOXO3levels in patients with HCC, and suppression of FOXO3 predicted poor clinical outcomes. Importantly, METTL3-depletion significantly enhanced sorafenib-resistance of HCC via a METTL3-FOXO3 axis, whereasoverexpression of FOXO3 restored the m6A-dependent sorafenib-sensitivity. Collectively, our work revealedthe critical function of the METTL3-mediated m6A modification in HCC in hypoxic tumor microenvironment, and provided insights into the molecular mechanism of the m6A modification in the resistance of HCC to sorafenib therapy.
2020-04-03 | GSE143233 | GEO
Project description:Objective: Advanced HCC patients have few choices for life-prolonging therapy due to the high incidence of drug resistance. This study aimed to clarify the mechanism of sorafenib resistance and seek more effective treatments.Design:Two sorafenib-resistant (SR) cell lines were established to study the mechanism of drug resistance. RNA sequencing was used to characterize the global transcriptional consequences of sorafenib resistance, and immunoprecipitation-mass spectrometry (IP-MS) was performed to identify specific acetylation sites.Results： We found that Rho-GTPases were upregulated in SR cells and that PLEKHG5 was most abundantly expressed among all Rho GEFs (activators of Rho-GTPases). PLEKHG5 knockdown increased HCC cell sensitivity to sorafenib and inhibited the activation of Rac1 and downstream AKT/NF-κB signaling, while overexpression of PLEKHG5 reduced sorafenib sensitivity, which suggested that PLEKHG5 activation could be targeted to limit sorafenib resistance. IP-MS confirmed that three lysine sites in PH domain of PLEKHG5 could be acetylated, and their acetylation levels were correlated with PLEKHG5 stability. Further study demonstrated that HDAC2 interacted with PLEKHG5 to deacetylate lysine sites within the PH domain and maintain its stability. Finally, both knockout of HDAC2 and treatment with the selective HDAC2 inhibitor CAY10683 reduced PLEKHG5 protein levels and thereby enhanced the sensitivity of HCC to sorafenib in vivo and in vitro.Conclusion.:PLEKHG5 plays a key role in the occurrence of sorafenib resistance by activating Rac1/AKT/NF-κB signaling. HDAC2 regulates PLEKHG5 protein stability by regulating the acetylation level of its PH domain, and thus HDAC2 may be a potential therapeutic target for overcoming PLEKHG5-mediated sorafenib resistance in HCC.
2021-06-05 | GSE176151 | GEO
Project description:N6-methyladenosine (m6A) is a type of nucleotide modification abundant in mRNA, which regulates mRNA stability, splicing and translation. However, its physiological role in intratumoral microenvironment and drug resistancehave not been fully understood. We demonstrated that METTL3,a primary m6A methyltransferase, was significantly down-regulated in human sorafenib-resistant hepatocellular carcinoma (HCC). Depletion of METTL3 under hypoxia promoted sorafenib-resistance and angiogenesis and exacerbated progression by activating autophagy-associated pathway. Mechanistically, we identified FOXO3 as a key downstream target of the METTL3-mediated m6A modification. The m6A modification of FOXO3 at the 3'-untranslated region increased FOXO3 mRNA stability. Analysis of clinical samples showed that METTL3levels aretightly correlated with FOXO3levels in patients with HCC, and suppression of FOXO3 predicted poor clinical outcomes. Importantly, METTL3-depletion significantly enhanced sorafenib-resistance of HCC via a METTL3-FOXO3 axis, whereasoverexpression of FOXO3 restored the m6A-dependent sorafenib-sensitivity. Collectively, our work revealedthe critical function of the METTL3-mediated m6A modification in HCC in hypoxic tumor microenvironment, and provided insights into the molecular mechanism of the m6A modification in the resistance of HCC to sorafenib therapy.
2020-04-03 | GSE143234 | GEO