Mo Wenjuan, Tong Chao, Zhang Yan, Lu Hong
State Key Laboratory of Genetic Engineering, School of Life Science, and Institute of Biomedical Sciences, Fudan University, 200433, Shanghai, China.
Shanghai Engineering Research Center of Industrial Microorganisms, 200433, Shanghai, China.
BMC Syst Biol. 2015 Feb 7;9:4. doi: 10.1186/s12918-015-0145-3.
microRNA (miRNA)'s direct regulation on target mRNA is affected by complex factors beyond miRNA. Therefore, at different stages during the course of carcinogenesis, miRNA may regulate different targets, which we termed 'miRNA's differential regulation'. HPV-induced cervical intraepithelial neoplasia (CIN) is an important pre-cancerous course ahead of cervical cancer formation. Currently, the molecular mechanisms of CIN progress remain poorly understood, and it is interesting to unravel this from the perspective of miRNA differential regulation.
In this study, we performed transcriptome analysis of miRNAs and mRNAs for the totally 24 cervical samples in three stages (normal, CIN I, and CIN III) along CIN progress, and proposed the SIG++ algorithm to detect the miRNA - mRNA pairs with significant regulation change, and further proposed the definitions of Efficient Pair, Efficient Target, and Related Effector Biological Process, as the elemental steps to construct miRNA differential regulatory network. Finally, for the course of disease progressing from normal stage to CIN I stage, and for the course of disease progressing from CIN I stage to CIN III stage, miRNA differential regulatory networks were constructed, respectively, based on two distinct strategies: one is founded on the knowledge of human GO biological processes to detect Efficient Targets and Related Effector Biological Processes, the other is solely founded on literature review to detect the targets closely related to cervical carcinogenesis and instructive in revealing mechanisms that promote CIN development.
This study provided the conception of miRNA's differential regulation, the algorithm for how to identify them during disease development, and the strategy for how to construct miRNA differential regulatory network with instructive biological meanings. The finally constructed networks provide clues for understanding CIN progress.
微小RNA(miRNA)对靶mRNA的直接调控受到miRNA以外的复杂因素影响。因此,在致癌过程的不同阶段,miRNA可能调控不同的靶标,我们将其称为“miRNA的差异调控”。人乳头瘤病毒(HPV)诱导的宫颈上皮内瘤变(CIN)是宫颈癌形成之前重要的癌前病变过程。目前,CIN进展的分子机制仍知之甚少,从miRNA差异调控的角度来揭示这一机制很有意思。
在本研究中,我们对24例处于CIN进展三个阶段(正常、CIN I和CIN III)的宫颈样本进行了miRNA和mRNA的转录组分析,提出了SIG++算法来检测具有显著调控变化的miRNA-mRNA对,并进一步提出了有效对、有效靶标和相关效应生物学过程的定义,作为构建miRNA差异调控网络的基本步骤。最后,对于疾病从正常阶段进展到CIN I阶段的过程,以及疾病从CIN I阶段进展到CIN III阶段的过程,分别基于两种不同策略构建了miRNA差异调控网络:一种基于人类基因本体(GO)生物学过程知识来检测有效靶标和相关效应生物学过程,另一种仅基于文献综述来检测与宫颈癌发生密切相关且对揭示促进CIN发展机制有指导意义的靶标。
本研究提供了miRNA差异调控的概念、在疾病发展过程中识别它们的算法,以及构建具有指导生物学意义的miRNA差异调控网络的策略。最终构建的网络为理解CIN进展提供了线索。