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利用生物信息学分析鉴定乳腺癌中对曲妥珠单抗治疗产生应答的关键通路和基因。

Identification of key pathways and genes in response to trastuzumab treatment in breast cancer using bioinformatics analysis.

作者信息

Zeng Fanxin, Fu Jiangping, Hu Fang, Tang Yani, Fang Xiangdong, Zeng Fanwei, Chu Yanpeng

机构信息

Institute of Molecular Medicine, Peking University, Beijing, China.

Dazhou Central Hospital Clinic Medical Center, Dazhou, Sichuan, China.

出版信息

Oncotarget. 2018 Mar 5;9(63):32149-32160. doi: 10.18632/oncotarget.24605. eCollection 2018 Aug 14.

Abstract

Breast cancer (BC) is one of the leading causes of death among women worldwide. The gene expression profile GSE22358 was downloaded from the Gene Expression Omnibus (GEO) database, which included 154 operable early-stage breast cancer samples treated with neoadjuvant capecitabine plus docetaxel, with (34) or without trastuzumab (120), to identify gene signatures during trastuzumab treatment and uncover their potential mechanisms. The gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes pathway (KEGG) enrichment analyses were performed, and a protein-protein interaction (PPI) network of the differentially expressed genes (DEGs) was constructed by Cytoscape software. There were 2284 DEGs, including 1231 up-regulated genes enriched in DNA replication, protein N-linked glycosylation via asparagine, and response to toxic substances, while 1053 down-regulated genes were enriched in axon guidance, protein localization to plasma membrane, protein stabilization, and protein glycosylation. Eight hub genes were identified from the PPI network, including GSK3B, RAC1, PXN, ERBB2, HSP90AA1, FGF2, PIK3R1 and RAC2. Our experimental results showed that GSK3B was also highly expressed in breast cancer tissues and was associated with poor survival, as was β-catenin. In conclusion, the present study indicated that the identified DEGs and hub genes further our understanding of the molecular mechanisms underlying trastuzumab treatment in BC and highlighted GSK3B, which might be used as a molecular target for the treatment of BC.

摘要

乳腺癌(BC)是全球女性主要死因之一。基因表达谱GSE22358从基因表达综合数据库(GEO)下载,该数据库包含154例接受新辅助卡培他滨加多西他赛治疗的可手术早期乳腺癌样本,其中34例使用了曲妥珠单抗,120例未使用曲妥珠单抗,以识别曲妥珠单抗治疗期间的基因特征并揭示其潜在机制。进行了基因本体论(GO)和京都基因与基因组百科全书通路(KEGG)富集分析,并通过Cytoscape软件构建了差异表达基因(DEG)的蛋白质-蛋白质相互作用(PPI)网络。共有2284个DEG,其中1231个上调基因富集于DNA复制、通过天冬酰胺的蛋白质N-连接糖基化以及对有毒物质的反应,而1053个下调基因富集于轴突导向、蛋白质定位到质膜、蛋白质稳定化和蛋白质糖基化。从PPI网络中鉴定出8个枢纽基因,包括GSK3B、RAC1、PXN、ERBB2、HSP90AA1、FGF2、PIK3R1和RAC2。我们的实验结果表明,GSK3B在乳腺癌组织中也高表达,并且与β-连环蛋白一样,与不良生存相关。总之,本研究表明,所鉴定的DEG和枢纽基因加深了我们对BC中曲妥珠单抗治疗潜在分子机制的理解,并突出了GSK3B,其可能用作BC治疗的分子靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c4b/6114942/aa458e89e11f/oncotarget-09-32149-g001.jpg

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