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基于表达谱的生物信息学分析及鉴定 RhoGDI2 作为伊马替尼耐药 K562 细胞的生物标志物

Bioinformatic analysis of the expression profile and identification of RhoGDI2 as a biomarker in imatinib-resistant K562 cells.

机构信息

Jiangxi Province Key Laboratory of Laboratory Medicine, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China.

School of Public Health, Nanchang University, Nanchang, People's Republic of China.

出版信息

Hematology. 2023 Dec;28(1):2244856. doi: 10.1080/16078454.2023.2244856.

Abstract

OBJECTIVES

Chronic myeloid leukemia (CML) is an aggressive malignancy originating from hematopoietic stem cells. Imatinib (IM), the first-generation tyrosine kinase inhibitor, has greatly improved theliving quality of CML patients. However, owing to the recurrence and treatment failure coming from tyrosine kinase inhibitor (TKIs) resistance, some CML patients still bear poor prognosis. Therefore, we aimed to seek potential signaling pathways and specific biomarkers for imatinib resistance.

METHODS

We performed mRNA and miRNA expression profiling in imatinib-sensitive K562 cells (IS-K562) and imatinib-resistant K562 cells (IR-K562). Differentially expressed genes (DEGs) were identified and pathway enrichment analyses were performed to explore the potential mechanism. The protein-protein interaction (PPI) network and miRNA-mRNA regulatory network were constructed to explore potential relationships among these genes. RT-qPCR, western blot and CCK8 were used for further experiments.

RESULTS

A total of 623 DEGs and 61 differentially expressed miRNAs were identified. GO revealed that DEGs were mainly involved in cell adhesion, cell migration, differentiation, and inflammatory response. KEGG revealed that DEGs were typically enriched in the Rap1 signaling pathway, focal adhesion, proteoglycans and transcriptional misregulation in cancer, signaling pathways regulating pluripotency of stem cells and some immune-related pathways. The protein-protein interaction (PPI) network and miRNA-mRNA regulatory network revealed a web of diverse connections among genes. Finally, we proved that RHoGDI played a critical role in imatinib resistance.

CONCLUSION

The dynamic interplay between genes and signaling pathways is associated with TKIs resistance and RHoGDI is identified as a biomarker in IR-K562.

摘要

目的

慢性髓系白血病(CML)是一种起源于造血干细胞的侵袭性恶性肿瘤。伊马替尼(IM)作为第一代酪氨酸激酶抑制剂,极大地改善了 CML 患者的生活质量。然而,由于酪氨酸激酶抑制剂(TKIs)耐药导致的复发和治疗失败,一些 CML 患者仍预后不良。因此,我们旨在寻找潜在的信号通路和伊马替尼耐药的特异性生物标志物。

方法

我们对伊马替尼敏感的 K562 细胞(IS-K562)和伊马替尼耐药的 K562 细胞(IR-K562)进行了 mRNA 和 miRNA 表达谱分析。鉴定差异表达基因(DEGs)并进行通路富集分析,以探讨潜在的机制。构建蛋白质-蛋白质相互作用(PPI)网络和 miRNA-mRNA 调控网络,以探讨这些基因之间的潜在关系。采用 RT-qPCR、western blot 和 CCK8 进行进一步实验。

结果

共鉴定出 623 个 DEGs 和 61 个差异表达的 miRNA。GO 显示 DEGs 主要参与细胞黏附、细胞迁移、分化和炎症反应。KEGG 显示 DEGs 主要富集在 Rap1 信号通路、黏附斑、蛋白聚糖和癌症的转录失调、调节干细胞多能性的信号通路以及一些免疫相关通路。蛋白质-蛋白质相互作用(PPI)网络和 miRNA-mRNA 调控网络揭示了基因之间存在着复杂多样的联系。最后,我们证明了 RhoGDI 在伊马替尼耐药中起着关键作用。

结论

基因和信号通路的动态相互作用与 TKIs 耐药有关,RhoGDI 被确定为 IR-K562 中的一个生物标志物。

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