Fu Jihong, Tang Wentao, Du Peng, Wang Guanghui, Chen Wei, Li Jingming, Zhu Yunxiang, Gao Jun, Cui Long
Colorectal Surgery Department, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Kongjiang Road 1665, Shanghai 200092, China.
BMC Syst Biol. 2012 Jun 15;6:68. doi: 10.1186/1752-0509-6-68.
MicroRNAs (miRNAs) are involved in carcinogenesis and tumor progression by regulating post-transcriptional gene expression. However, the miRNA-mRNA regulatory network is far from being fully understood. The objective of this study is to identify the colorectal cancer (CRC) specific miRNAs and their target mRNAs using a multi-step approach.
A multi-step approach combining microarray miRNA and mRNA expression profile and bioinformatics analysis was adopted to identify the CRC specific miRNA-mRNA regulatory network. First, 32 differentially expressed miRNAs and 2916 mRNAs from CRC samples and their corresponding normal epithelial tissues were identified by miRNA and mRNA microarray, respectively. Secondly, 22 dysregulated miRNAs and their 58 target mRNAs (72 miRNA-mRNA pairs) were identified by a combination of Pearson's correlation analysis and prediction by databases TargetScan and miRanda. Bioinformatics analysis revealed that these miRNA-mRNAs pairs were involved in Wnt signaling pathway. Additionally, 6 up-regulated miRNAs (mir-21, mir-223, mir-224, mir-29a, mir-29b, and mir-27a) and 4 down-regulated predicted target mRNAs (SFRP1, SFRP2, RNF138, and KLF4) were selected to validate the expression level and their anti-correlationship in an extended cohort of CRC patients by qRT-PCR. Except for mir-27a, the differential expression and their anti-correlationship were proven. Finally, a transfection assay was performed to validate a regulatory relationship between mir-29a and KLF4 at both RNA and protein levels.
Seventy-two miRNA-mRNA pairs combined by 22 dysregulated miRNAs and their 58 target mRNAs identified by the multi-step approach appear to be involved in CRC tumorigenesis. The results in our study were worthwhile to further investigation via a functional study to fully understand the underlying regulatory mechanisms of miRNA in CRC.
微小RNA(miRNA)通过调节转录后基因表达参与肿瘤发生和肿瘤进展。然而,miRNA-信使核糖核酸(mRNA)调控网络仍远未被完全理解。本研究的目的是采用多步骤方法鉴定结直肠癌(CRC)特异性miRNA及其靶mRNA。
采用结合微阵列miRNA和mRNA表达谱以及生物信息学分析的多步骤方法来鉴定CRC特异性miRNA-mRNA调控网络。首先,分别通过miRNA和mRNA微阵列从CRC样本及其相应的正常上皮组织中鉴定出32个差异表达的miRNA和2916个mRNA。其次,通过Pearson相关性分析以及TargetScan和miRanda数据库预测相结合的方法,鉴定出22个失调的miRNA及其58个靶mRNA(72个miRNA-mRNA对)。生物信息学分析表明,这些miRNA-mRNA对参与Wnt信号通路。此外,选择6个上调的miRNA(mir-21、mir-223、mir-224、mir-29a、mir-29b和mir-27a)和4个下调的预测靶mRNA(分泌型卷曲相关蛋白1(SFRP1)、SFRP2、环指蛋白138(RNF138)和 Kruppel样因子4(KLF4)),通过定量逆转录聚合酶链反应(qRT-PCR)在扩大的CRC患者队列中验证其表达水平及其负相关性。除了mir-27a外,差异表达及其负相关性得到证实。最后,进行转染实验以在RNA和蛋白质水平验证mir-29a与KLF4之间的调控关系。
通过多步骤方法鉴定出的由22个失调的miRNA及其58个靶mRNA组成的72个miRNA-mRNA对似乎参与CRC肿瘤发生。我们研究的结果值得通过功能研究进一步调查,以充分了解miRNA在CRC中的潜在调控机制。