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TGM2、HMGA2、FXYD3 和 LGALS4 基因作为人结直肠癌细胞获得性奥沙利铂耐药的生物标志物:系统生物学方法。

TGM2, HMGA2, FXYD3, and LGALS4 genes as biomarkers in acquired oxaliplatin resistance of human colorectal cancer: A systems biology approach.

机构信息

Faculty of Science, Department of Chemistry, Ferdowsi University of Mashhad, Mashhad, Iran.

Institute of Biotechnology, Novel Diagnostics and Therapeutics Research Group, Ferdowsi University of Mashhad, Mashhad, Iran.

出版信息

PLoS One. 2023 Aug 3;18(8):e0289535. doi: 10.1371/journal.pone.0289535. eCollection 2023.

Abstract

Acquired resistance to oxaliplatin is considered as the primary reason for failure in colorectal cancer (CRC) therapy. Identifying the underlying resistance mechanisms may improve CRC treatment. The present study aims to identify the key genes involved in acquired oxaliplatin-resistant in CRC by confirming the oxaliplatin resistance index (OX-RI). To this aim, two public microarray datasets regarding oxaliplatin-resistant CRC cells with different OX-RI, GSE42387, and GSE76092 were downloaded from GEO database to identify differentially expressed genes (DEGs). The results indicated that the OX-RI affects the gene expression pattern significantly. Then, 54 common DEGs in both datasets including 18 up- and 36 down-regulated genes were identified. Protein-protein interaction (PPI) analysis revealed 13 up- (MAGEA6, TGM2, MAGEA4, SCHIP1, ECI2, CD33, AKAP12, MAGEA12, CALD1, WFDC2, VSNL1, HMGA2, and MAGEA2B) and 12 down-regulated (PDZK1IP1, FXYD3, ALDH2, CEACAM6, QPRT, GRB10, TM4SF4, LGALS4, ALDH3A1, USH1C, KCNE3, and CA12) hub genes. In the next step, two novel up-regulated hub genes including ECI2 and SCHIP1 were identified to be related to oxaliplatin resistance. Functional enrichment and pathway analysis indicated that metabolic pathways, proliferation, and epithelial-mesenchymal transition may play dominant roles in CRC progression and oxaliplatin resistance. In the next procedure, two in vitro oxaliplatin-resistant sub-lines including HCT116/OX-R4.3 and HCT116/OX-R10 cells with OX-IR 3.93 and 10.06 were established, respectively. The results indicated the up-regulation of TGM2 and HMGA2 in HCT116/OX-R10 cells with high OX-RI and down-regulation of FXYD3, LGALS4, and ECI2 in both cell types. Based on the results, TGM2, HMGA2, FXYD3, and LGALS4 genes are related to oxaliplatin-resistant CRC and may serve as novel therapeutic targets.

摘要

获得性奥沙利铂耐药被认为是结直肠癌 (CRC) 治疗失败的主要原因。确定潜在的耐药机制可能会改善 CRC 的治疗效果。本研究旨在通过确认奥沙利铂耐药指数 (OX-RI) 来鉴定参与 CRC 获得性奥沙利铂耐药的关键基因。为此,从 GEO 数据库中下载了两个关于 OX-RI 不同的奥沙利铂耐药 CRC 细胞的公共微阵列数据集,GSE42387 和 GSE76092,以鉴定差异表达基因 (DEG)。结果表明,OX-RI 显著影响基因表达模式。然后,在两个数据集中共鉴定出 54 个共同的 DEG,包括 18 个上调和 36 个下调基因。蛋白质-蛋白质相互作用 (PPI) 分析显示,上调的有 13 个基因(MAGEA6、TGM2、MAGEA4、SCHIP1、ECI2、CD33、AKAP12、MAGEA12、CALD1、WFDC2、VSNL1、HMGA2 和 MAGEA2B)和下调的 12 个基因(PDZK1IP1、FXYD3、ALDH2、CEACAM6、QPRT、GRB10、TM4SF4、LGALS4、ALDH3A1、USH1C、KCNE3 和 CA12)。在下一步中,确定了两个新的上调的枢纽基因 ECI2 和 SCHIP1 与奥沙利铂耐药有关。功能富集和途径分析表明,代谢途径、增殖和上皮-间充质转化可能在 CRC 进展和奥沙利铂耐药中起主要作用。在下一步中,分别建立了 OX-IR 为 3.93 和 10.06 的 HCT116/OX-R4.3 和 HCT116/OX-R10 两种体外奥沙利铂耐药亚系。结果表明,高 OX-RI 的 HCT116/OX-R10 细胞中 TGM2 和 HMGA2 上调,而两种细胞类型中 FXYD3、LGALS4 和 ECI2 下调。基于这些结果,TGM2、HMGA2、FXYD3 和 LGALS4 基因与奥沙利铂耐药的 CRC 相关,可能成为新的治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4df4/10399784/e0b058de1ff7/pone.0289535.g001.jpg

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