Exploring the potential mechanisms of sorafenib resistance in hepatocellular carcinoma cell lines based on RNA sequencing.

IF 5.3 2区 医学 Q1 ONCOLOGY
Minghui Sun, Zhi Zhang, Chunyan Chen, Juan Zhong, Zhongrong Long, Ling Shen, Hai Huang, Jianxun Lu
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Abstract

Background: Exploring the mechanisms underlying sorafenib resistance that arises in hepatocellular carcinoma (HCC) may provide new treatment perspectives.

Methods: Drug-resistant and drug-sensitive HCC cell lines were constructed from existing HepG2 and Huh7 cell lines, and gene expression profiles were determined. Genes differentially expressed between the resistant and sensitive lines were identified and organized into modules based on weighted gene co-expression network analysis. Pathways and biological processes involving the module genes were explored and validated using gene set enrichment analysis. By analyzing the expression differences of Long non-coding ribonucleic acid (RNAs), microRNAs (miR), circular RNAs, and messenger RNAs between drug-resistant and sensitive cell lines, a gene regulatory network was constructed to reveal the mechanism of sorafenib resistance. In addition, we also analyzed the correlation between the candidate sorafenib resistance gene and the survival of patients with liver cancer.

Results: Our analyses suggested that sorafenib resistance could arise when the circular RNA circ_SPECC1 regulated the microRNA hsa-let-7c-5p, which in turn regulated the cell cycle proteins cyclin-dependent kinase 1 and polo-like kinase 1, as well as interleukin 13 receptor, alpha 1 in the Janus kinase-signal transducer (JAK-STAT) and activator of transcription signaling pathway. Patient survival was associated with miR-18a-z and mitogen-activated protein kinase kinase 4 levels.

Conclusions: Sorafenib resistance in HCC may involve the circ_SPECC1, hsa-let-7c-5p, cell cycle, and JAK-STAT signaling pathways. These insights may guide future efforts to mitigate or prevent such resistance.

基于RNA测序探讨肝癌细胞系索拉非尼耐药的潜在机制。
背景:探索肝细胞癌(HCC)中索拉非尼耐药的机制可能提供新的治疗前景。方法:以现有HepG2和Huh7细胞系为基础,构建肝癌耐药和药敏细胞系,测定其基因表达谱。基于加权基因共表达网络分析,对抗性和敏感系之间的差异表达基因进行鉴定并组织成模块。利用基因集富集分析对涉及模块基因的途径和生物学过程进行了探索和验证。通过分析耐药细胞系与敏感细胞系长非编码核糖核酸(Long non-coding ribonucleic acid, rna)、微rna (microRNAs, miR)、环状rna和信使rna的表达差异,构建基因调控网络,揭示索拉非尼耐药机制。此外,我们还分析了候选索拉非尼耐药基因与肝癌患者生存期的相关性。结果:我们的分析表明,当环状RNA circ_SPECC1调节microRNA hsa-let-7c-5p时,索拉非尼耐药可能发生,而microRNA hsa-let-7c-5p反过来调节细胞周期蛋白cyclin依赖性激酶1和polo样激酶1,以及Janus激酶信号转导器(JAK-STAT)和转录信号通路激活子中的白细胞介素13受体α 1。患者生存与miR-18a-z和丝裂原活化蛋白激酶激酶4水平相关。结论:HCC索拉非尼耐药可能涉及circ_SPECC1、hsa-let-7c-5p、细胞周期和JAK-STAT信号通路。这些见解可能指导未来减轻或预防这种耐药性的努力。
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来源期刊
CiteScore
10.90
自引率
1.70%
发文量
360
审稿时长
1 months
期刊介绍: Cancer Cell International publishes articles on all aspects of cancer cell biology, originating largely from, but not limited to, work using cell culture techniques. The journal focuses on novel cancer studies reporting data from biological experiments performed on cells grown in vitro, in two- or three-dimensional systems, and/or in vivo (animal experiments). These types of experiments have provided crucial data in many fields, from cell proliferation and transformation, to epithelial-mesenchymal interaction, to apoptosis, and host immune response to tumors. Cancer Cell International also considers articles that focus on novel technologies or novel pathways in molecular analysis and on epidemiological studies that may affect patient care, as well as articles reporting translational cancer research studies where in vitro discoveries are bridged to the clinic. As such, the journal is interested in laboratory and animal studies reporting on novel biomarkers of tumor progression and response to therapy and on their applicability to human cancers.
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