Department of Microbiology, Immunology, and Pathology, Arthropod-borne Infectious Diseases Laboratory, Colorado State University, Fort Collins, CO, USA.
Insect Mol Biol. 2014 Feb;23(1):132-9. doi: 10.1111/imb.12070. Epub 2013 Nov 15.
To define microRNA (miRNA) involvement during arbovirus infection of Aedes aegypti, we mined deep sequencing libraries of Dengue type 2 (DENV2)-exposed mosquitoes. Three biological replicates for each timepoint [2, 4 and 9 days post-exposure (dpe)] and treatment group allowed us to remove the outliers associated with sample-to-sample variability. Using edgeR (R Bioconductor), designed for use with replicate deep sequencing data, we determined the log fold-change (logFC) of miRNA levels [18-23 nucleotides (nt)]. The number of significantly modulated miRNAs increased from ≤ 5 at 2 and 4 dpe to 23 unique miRNAs by 9 dpe. Putative miRNA targets were predicted by aligning miRNAs to the transcriptome, and the list was reduced to include the intersection of hits found using the Miranda, PITA, and TargetScan algorithms. To further reduce false-positives, putative targets were validated by cross-checking them with mRNAs reported in recent DENV2 host response transcriptome reports; 4076 targets were identified. Of these, 464 gene targets have predicted miRNA-binding sites in 3' untranslated regions. Context-specific target functional groups include proteins involved in transport, transcriptional regulation, mitochondrial function, chromatin modification and signal transduction processes known to be required for viral replication and dissemination. The miRNA response is placed in context with other vector host response studies by comparing the predicted targets with those of transcriptome studies. Together, these data are consistent with the hypothesis that profound and persistent changes to gene expression occur in DENV2-exposed mosquitoes.
为了定义微小 RNA(miRNA)在登革热病毒感染埃及伊蚊中的作用,我们对登革热 2 型(DENV2)暴露的蚊子进行了深度测序文库挖掘。每个时间点(暴露后 2、4 和 9 天)和处理组都有 3 个生物学重复,这使我们能够去除与样品间变异性相关的异常值。我们使用 edgeR(R Bioconductor),这是为具有重复深度测序数据而设计的,确定了 miRNA 水平的对数倍数变化(logFC)[18-23 个核苷酸(nt)]。显著调节的 miRNA 数量从 2 和 4 dpe 时的≤5 个增加到 9 dpe 时的 23 个独特 miRNA。通过将 miRNA 与转录组进行比对来预测 miRNA 靶标,并通过 Miranda、PITA 和 TargetScan 算法的命中交集来减少靶目标的数量。为了进一步减少假阳性,通过与最近的 DENV2 宿主反应转录组报告中报告的 mRNAs 交叉检查来验证假定的靶标,共鉴定了 4076 个靶标。其中,464 个基因靶标在 3'非翻译区具有预测的 miRNA 结合位点。特定于上下文的靶标功能组包括涉及运输、转录调节、线粒体功能、染色质修饰和信号转导过程的蛋白质,这些过程已知是病毒复制和传播所必需的。通过将预测的靶标与转录组研究的靶标进行比较,将 miRNA 反应置于与其他载体宿主反应研究的背景下。这些数据与 DENV2 暴露的蚊子中发生深刻和持久的基因表达变化的假设一致。