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微小RNA与转录因子的综合分析揭示成人B细胞急性淋巴细胞白血病中的重要调控因子和调控基序。

Integrated analysis of microRNA and transcription factor reveals important regulators and regulatory motifs in adult B-cell acute lymphoblastic leukemia.

作者信息

Lin Xiao-Cong, Liu Xin-Guang, Zhang Yu-Ming, Li Ning, Yang Zhi-Gang, Fu Wei-Yu, Lan Liu-Bo, Zhang Hai-Tao, Dai Yong

机构信息

Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China.

Clinical Medical Research Center, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China.

出版信息

Int J Oncol. 2017 Feb;50(2):671-683. doi: 10.3892/ijo.2016.3832. Epub 2016 Dec 30.

Abstract

B-cell acute lymphoblastic leukemia (B‑ALL) is an aggressive hematological malignancy and a leading cause of cancer-related mortality in children and young adults. The molecular mechanisms involved in the regulation of its gene expression has yet to be fully elucidated. In the present study, we performed large scale expression profiling of microRNA (miRNA) and transcription factor (TF) by Illumina deep‑sequencing and TF array technology, respectively, and identified 291 differentially expressed miRNAs and 201 differentially expressed TFs in adult B‑ALL samples relative to their controls. After integrating expression profile data with computational prediction of miRNA and TF targets from different databases, we construct a comprehensive miRNA‑TF regulatory network specifically for adult B‑ALL. Network function analysis revealed 25 significantly enriched pathways, four pathways are well‑known to be involved in B‑ALL, such as PI3K‑Akt signaling pathway, Jak‑STAT signaling pathway, Ras signaling pathway and cell cycle pathway. By analyzing the network topology, we identified 28 hub miRNAs and 19 hub TFs in the network, and found nine potential B‑ALL regulators among these hub nodes. We also constructed a Jak‑STAT signaling sub‑network for B‑ALL. Based on the sub‑network analysis and literature survey, we proposed a cellular model to discuss MYC/miR‑15a‑5p/FLT3 feed-forward loop (FFL) with Jak‑STAT signaling pathway in B‑ALL. These findings enhance our understanding of this disease at the molecular level, as well as provide putative therapeutic targets for B-ALL.

摘要

B细胞急性淋巴细胞白血病(B-ALL)是一种侵袭性血液系统恶性肿瘤,是儿童和年轻成年人癌症相关死亡的主要原因。其基因表达调控所涉及的分子机制尚未完全阐明。在本研究中,我们分别通过Illumina深度测序和转录因子(TF)阵列技术对微小RNA(miRNA)和转录因子进行了大规模表达谱分析,并在成年B-ALL样本与其对照中鉴定出291个差异表达的miRNA和201个差异表达的TF。在将表达谱数据与来自不同数据库的miRNA和TF靶标的计算预测整合后,我们构建了一个专门针对成年B-ALL的综合miRNA-TF调控网络。网络功能分析揭示了25条显著富集的通路,其中四条通路已知与B-ALL有关,如PI3K-Akt信号通路、Jak-STAT信号通路、Ras信号通路和细胞周期通路。通过分析网络拓扑结构,我们在网络中鉴定出28个枢纽miRNA和19个枢纽TF,并在这些枢纽节点中发现了9个潜在的B-ALL调节因子。我们还构建了B-ALL的Jak-STAT信号子网络。基于子网络分析和文献调查,我们提出了一个细胞模型来讨论B-ALL中MYC/miR-15a-5p/FLT3前馈环(FFL)与Jak-STAT信号通路的关系。这些发现增强了我们在分子水平上对这种疾病的理解,并为B-ALL提供了潜在的治疗靶点。

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