Mazza Tommaso, Mazzoccoli Gianluigi, Fusilli Caterina, Capocefalo Daniele, Panza Anna, Biagini Tommaso, Castellana Stefano, Gentile Annamaria, De Cata Angelo, Palumbo Orazio, Stallone Raffaella, Rubino Rosa, Carella Massimo, Piepoli Ada
Bioinformatics Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
Department of Medical Sciences, Division of Internal Medicine and Chronobiology Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
Nucleic Acids Res. 2016 May 19;44(9):4025-36. doi: 10.1093/nar/gkw245. Epub 2016 Apr 11.
Alterations in the balance of mRNA and microRNA (miRNA) expression profiles contribute to the onset and development of colorectal cancer. The regulatory functions of individual miRNA-gene pairs are widely acknowledged, but group effects are largely unexplored. We performed an integrative analysis of mRNA-miRNA and miRNA-miRNA interactions using high-throughput mRNA and miRNA expression profiles obtained from matched specimens of human colorectal cancer tissue and adjacent non-tumorous mucosa. This investigation resulted in a hypernetwork-based model, whose functional backbone was fulfilled by tight micro-societies of miRNAs. These proved to modulate several genes that are known to control a set of significantly enriched cancer-enhancer and cancer-protection biological processes, and that an array of upstream regulatory analyses demonstrated to be dependent on miR-145, a cell cycle and MAPK signaling cascade master regulator. In conclusion, we reveal miRNA-gene clusters and gene families with close functional relationships and highlight the role of miR-145 as potent upstream regulator of a complex RNA-RNA crosstalk, which mechanistically modulates several signaling pathways and regulatory circuits that when deranged are relevant to the changes occurring in colorectal carcinogenesis.
信使核糖核酸(mRNA)和微小核糖核酸(miRNA)表达谱平衡的改变有助于结直肠癌的发生和发展。单个miRNA-基因对的调控功能已得到广泛认可,但群体效应在很大程度上尚未得到探索。我们使用从人类结直肠癌组织和相邻非肿瘤黏膜的匹配标本中获得的高通量mRNA和miRNA表达谱,对mRNA-miRNA和miRNA-miRNA相互作用进行了综合分析。这项研究产生了一个基于超网络的模型,其功能主干由紧密的miRNA微观群落构成。这些微观群落被证明可调节多个已知控制一组显著富集的癌症增强和癌症保护生物学过程的基因,并且一系列上游调控分析表明这些基因依赖于miR-145,miR-145是细胞周期和丝裂原活化蛋白激酶(MAPK)信号级联的主要调节因子。总之,我们揭示了具有密切功能关系的miRNA-基因簇和基因家族,并强调了miR-145作为复杂RNA-RNA串扰的有效上游调节因子的作用,这种串扰在机制上调节了多个信号通路和调控回路,当这些通路和回路紊乱时与结直肠癌发生过程中发生的变化相关。