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Identifying the crosstalk of dysfunctional pathways mediated by lncRNAs in breast cancer subtypes

机译:识别乳腺癌亚型中lncRNA介导的功能障碍途径的串扰

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摘要

Crosstalk among abnormal pathways widely occurs in human cancer and generally leads to insensitivity to cancer treatment. How long non-coding RNAs (lncRNAs) participate in the regulation of an abnormal pathway crosstalk in human cancer is largely unknown. Here, we proposed a strategy that integrates mRNA and lncRNA expression profiles for systematic identification of lncRNA-mediated crosstalk among risk pathways in different breast cancer subtypes. We identified 12 to 44 crosstalking pathway pairs mediated by 28 to 49 lncRNAs in four breast cancer subtypes. An LncRNA-mediated crosstalking pathway network in each breast cancer subtype was then constructed. We observed a number of breast cancer subtype-specific crosstalks of risk pathways. These subtype-specific lncRNA-mediated pathway crosstalks largely determined subtype-selective functions. Notably, we observed that IncRNAs mediated the crosstalk of pathways by cooperating with known important protein-coding genes, which play core roles in the deterioration of breast cancer. And we also identified key lncRNAs contributing to the crosstalk network in each subtype. As an example, the low expression of LIFR-AS1 was associated with poor survival in LumB subtype, and its cooperated genes IL1R and TGFBR located at the most upstream of the MAPK signaling pathway shared a common cascade path (p38 MAPKs-MEF2C) that can result in proliferation, differentiation and apoptosis. In summary, we offer an effective way to characterize complex crosstalks mediated by IncRNAs in breast cancer subtypes, which can be applied to other diseases and provide useful information for understanding the pathogenesis of human cancer.
机译:异常途径之间的串扰在人类癌症中广泛发生,并且通常导致对癌症治疗不敏感。在人类癌症中,非编码RNA(lncRNA)多长时间参与异常途径串扰的调节尚不清楚。在这里,我们提出了一种整合mRNA和lncRNA表达谱的策略,用于系统识别不同乳腺癌亚型的风险途径之间lncRNA介导的串扰。我们确定了四种亚型的28至49个lncRNA介导的12至44个串扰通路对。然后在每种乳腺癌亚型中构建了一个由LncRNA介导的串扰通路网络。我们观察到了许多乳腺癌亚型特异性的危险通路。这些亚型特异性lncRNA介导的通路串扰很大程度上决定了亚型选择性功能。值得注意的是,我们观察到IncRNA通过与已知的重要蛋白质编码基因协作介导通路的串扰,而蛋白质编码基因在乳腺癌的恶化中起核心作用。而且,我们还鉴定了在每种亚型中有助于串扰网络的关键lncRNA。例如,LIFR-AS1的低表达与LumB亚型的不良存活有关,其位于MAPK信号通路最上游的协同基因IL1R和TGFBR共有一条共同的级联途径(p38 MAPKs-MEF2C),导致增殖,分化和凋亡。总之,我们提供了一种有效的方法来表征乳腺癌亚型中由IncRNA介导的复杂串扰,该串扰可应用于其他疾病,并为了解人类癌症的发病机理提供有用的信息。

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  • 来源
    《Molecular BioSystems》 |2016年第3期|711-720|共10页
  • 作者单位

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    Department of Ultrasonic medicine, The 1st Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, 150040, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China,Key laboratory of Cardiovascular Medicine Research, Harbin Medical University, Ministry of Education, Harbin, 150081, China;

    College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China;

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