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时间序列 miRNA-mRNA 整合分析揭示了巨噬细胞极化中的关键 miRNA 和靶标。

Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization.

机构信息

Molecular Biosciences and Bioengineering Graduate Program, University of Hawaii at Manoa, Honolulu, HI 96822, USA.

Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA.

出版信息

Sci Rep. 2016 Dec 16;6:37446. doi: 10.1038/srep37446.

Abstract

Polarization of macrophages is regulated through complex signaling networks. Correlating miRNA and mRNA expression over time after macrophage polarization has not yet been investigated. We used paired RNA-Seq and miRNA-Seq experiments to measure the mRNA and miRNA expression in bone marrow-derived macrophages over a time-series of 8 hours. Bioinformatics analysis identified 31 differentially expressed miRNAs between M1 and M2 polarized macrophages. The top 4 M1 miRNAs (miR-155-3p, miR-155-5p, miR-147-3p and miR-9-5p) and top 4 M2 miRNAs (miR-27a-5p, let-7c-1-3p, miR-23a-5p and miR-23b-5p) were validated by qPCR. Interestingly, M1 specific miRNAs could be categorized to early- and late-response groups, in which three new miRNAs miR-1931, miR-3473e and miR-5128 were validated as early-response miRNAs. M1 polarization led to the enrichment of genes involved in immune responses and signal transduction, whereas M2 polarization enriched genes involved in cell cycle and metabolic processes. C2H2 zinc-finger family members are key targets of DE miRNAs. The integrative analysis between miRNAs and mRNAs demonstrates the regulations of miRNAs on nearly four thousand differentially expressed genes and most of the biological pathways enriched in macrophage polarization. In summary, this study elucidates the expression profiles of miRNAs and their potential targetomes during macrophage polarization.

摘要

巨噬细胞的极化是通过复杂的信号网络来调节的。然而,关于巨噬细胞极化后 miRNA 和 mRNA 表达随时间的相关性还尚未被研究过。我们使用配对的 RNA-Seq 和 miRNA-Seq 实验,在 8 小时的时间序列内测量了骨髓来源的巨噬细胞中的 mRNA 和 miRNA 表达。生物信息学分析在 M1 和 M2 极化巨噬细胞之间鉴定出了 31 个差异表达的 miRNA。M1 中排名前 4 的 miRNA(miR-155-3p、miR-155-5p、miR-147-3p 和 miR-9-5p)和排名前 4 的 M2 中 miRNA(miR-27a-5p、let-7c-1-3p、miR-23a-5p 和 miR-23b-5p)通过 qPCR 进行了验证。有趣的是,M1 特异性 miRNA 可以分为早期和晚期反应组,其中三个新的 miRNA(miR-1931、miR-3473e 和 miR-5128)被验证为早期反应 miRNA。M1 极化导致与免疫反应和信号转导相关的基因富集,而 M2 极化则富集了与细胞周期和代谢过程相关的基因。C2H2 锌指家族成员是 DE miRNA 的关键靶标。miRNA 和 mRNAs 的综合分析表明,miRNA 对近四千个差异表达基因及其在巨噬细胞极化中富集的大多数生物学途径具有调控作用。综上所述,本研究阐明了巨噬细胞极化过程中 miRNA 的表达谱及其潜在的靶基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9dcf/5159803/8352211301d5/srep37446-f2.jpg

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