Li Jun, Zhai Xiaowen, Wang Hongsheng, Qian Xiaowen, Miao Hui, Zhu Xiaohua
Hematology. 2015 Aug;20(7):377-83. doi: 10.1179/1607845414Y.0000000214. Epub 2014 Nov 28.
To explore the underlying molecular mechanisms of childhood B-precursor acute lymphoblastic leukemia (ALL) by bioinformatics analysis and find potential targets for childhood ALL diagnosis and treatment.
Gene expression profile GSE28460 was downloaded from the Gene Expression Omnibus, including 49 diagnostic and relapse bone marrow samples with childhood B-precursor ALL. The differentially expressed genes (DEGs) were identified by paired t-test. Pathway enrichment analysis of DEGs and transcription factors (TFs) enrichment analysis were performed, followed by construction of co-expressed, DEGs, and susceptibility gene protein-protein interaction (PPI) network. Based on these three networks, relevant regulatory network modules and the important DEGs in the modules were identified.
Total of 947 DEGs were identified. Up-regulated DEGs enriched 20 pathways including cell cycle, and down-regulated DEGs significantly enriched Jak-STAT signaling pathways. CDK1 and BRCA1 were found to have more hubs in both co-expressed network and PPI network. Besides, total of five modules in INTS10, MCM, BRCA1, GYPA, and VCAN1 families were identified and a pathway of INTS10-INTS6-POLR2A-MAGI2 was selected.
Cell cycle and Jak-STAT signaling pathway were closely associated with relapse of childhood B-precursor ALL. The DEGs, such as PTTG1, PIK3CA, CDK1, and BRCA1 may be the potential targets for childhood ALL diagnosis and treatment.
通过生物信息学分析探索儿童B前体急性淋巴细胞白血病(ALL)潜在的分子机制,并寻找儿童ALL诊断和治疗的潜在靶点。
从基因表达综合数据库下载基因表达谱GSE28460,其中包括49例儿童B前体ALL的诊断和复发骨髓样本。采用配对t检验识别差异表达基因(DEG)。对DEG进行通路富集分析和转录因子(TF)富集分析,随后构建共表达、DEG和易感基因蛋白质-蛋白质相互作用(PPI)网络。基于这三个网络,识别相关调控网络模块以及模块中的重要DEG。
共识别出947个DEG。上调的DEG富集了包括细胞周期在内的20条通路,下调的DEG显著富集Jak-STAT信号通路。发现CDK1和BRCA1在共表达网络和PPI网络中均具有更多的枢纽节点。此外,共识别出INTS10、MCM、BRCA1、GYPA和VCAN1家族中的5个模块,并选择了INTS10-INTS6-POLR2A-MAGI2通路。
细胞周期和Jak-STAT信号通路与儿童B前体ALL的复发密切相关。PTTG1、PIK3CA、CDK1和BRCA1等DEG可能是儿童ALL诊断和治疗的潜在靶点。