Deep sequencing analysis of miRNAs and isomiRs modulated by long-term exposure of human endothelial cells to metformin
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE149771 | GEO | 2020/12/03
REPOSITORIES: GEO
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Project description:Metformin has been commonly used for decades to treat type 2 diabetes. Recent data indicates that mice treated with metformin live longer and healthier lives. Here, we show that chronic metformin exposure in mice and diabetics taking metformin have higher levels of the microRNA processing protein, Dicer. Examination of how metformin affects Dicer expression revealed that metformin alters binding of the AUF1 RNA-binding protein to DICER1 mRNA, which leads to stabilization of DICER1 mRNA. We found differential changes in microRNA expression in mice treated with metformin or caloric restriction, a proven life extending intervention. Several of these microRNAs are important for regulating cellular senescence and lifespan in model organisms. Consistent with this observation, treatment with metformin decreased cellular senescence in a Dicer-dependent manner. These data lead us to hypothesize that changes in Dicer levels may be important for organismal aging and that interventions that upregulate Dicer expression (e.g., metformin) may offer new therapeutic approaches to combat or prevent age-related diseases. Key words: diabetes mellitus, metformin, senescence, miRNA, RNA-binding proteins
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Project description:MicroRNAs (miRNA) have alternative forms known as isomiRs, which differ from each other by a few nucleotides. Next generation sequencing platforms facilitate identification of these isomiRs and recent discoveries regarding their functional importance have increased our understandings of the regulatory complexities of the microRNAome. Observed changes in the miRNA profiles in mosquitoes infected with flaviviruses have implicated small RNAs in the interactions between viruses and their vectors. Here we analysed the isomiR profiles of both uninfected and infected blood fed Aedes aegypti mosquitoes with a major human pathogen, Dengue virus at two time points post-infection. We found noticeable changes to the isomiR expression profile in response to infection and aging. Data analysis revealed a distinct bias towards isomiR production in the mature miRNA as opposed to the star strand. Furthermore, we noticed that only in 40% of Ae. aegypti miRNAs, the most abundant reads for each particular miRNA match the exact sequence reported in the miRbase. The isomiR expression variations between an Ae. aegypti embryonic cell line (Aag2) and whole mosquitoes demonstrated a tissue-specific pattern of isomiR production. Our results illustrated a bias for certain types of isomiRs for each miRNA. The findings presented in this study also provide evidence that isomiR production is not a random phenomenon and may be important in DENV colonisation of its vector.
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Project description:5’-isomiRs expand the repertoire of miRNA targets. However, how they are generated is not well understood. Here, we showed that, for some miRNAs in mammalian cells, 5’-isomiRs are generated by alternative Dicer processing by using miRNA offset RNAs (moRs) to determine Drosha cleavage sites in cells. In addition, we showed that in miR-203, alternative Dicer processing is regulated by a conserved sliding-bulge structure at the Dicer processing site, which allows the pre-miRNA molecule to fold into two different structures that are processed differently by Dicer. So far no RNA motif that slides to change conformation and alter a protein–RNA interaction has been reported. Thus, our study revealed a novel RNA motif that regulates 5’-isomiR generation in some miRNAs. It might also contribute to regulating protein–RNA interactions in other biological processes, since it takes only one point mutation to generate the sliding bulge, and there are a large number of different RNAs in the cell.
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Project description:MiR-140 is selectively expressed in cartilage. Deletion of the entire miR-140 locus in mice results in a growth retardation phenotype and an early-onset osteoarthritis-like pathology, however the relative contribution of miR-140-5p or miR-140-3p to the phenotype remains to be determined. An unbiased small RNA sequencing approach identified that miR-140-3p was in vast abundance (>10-fold) to miR-140-5p in human cartilage. Analysis of these data identified multiple miR-140-3p isomiRs differing from the miRBase [1] annotation at both the 5´ and 3´ end, with >99% of miR-140-3p isomiRs having one of two ‘seed’ sequences (5´ bases 2-8). The most abundant isomiR with each seed were selected for further analysis; miR-140-3p.2 which has an identical seed to the miRBase miR-140-3p (ACCACAG) and miR-140-3p.1 which has an altered seed (CCACAGG), and thus different potential targets. Each isomiR was overexpressed in chondrocytes and whole-genome transcriptomics used to identify targets. miR-140-3p.1 and miR-140-3p.2 significantly down-regulated 694 and 238 genes respectively (adj.P.Val<0.05), of which only 162 genes were commonly down-regulated by both isomiRs. Targets of both isomiRs were validated using 3´UTR luciferase assays. A significant enrichment of miR-140-3p.1 targets was identified within genes whose expression increase in the rib chondrocytes of Mir140-null mice and within genes whose expression decreased during human chondrogenesis. Finally, through imputing the expression of miR-140 from the expression of the host gene WWP2 in 124 previously published datasets an inverse correlation with miR-140-3p.1 predicted targets was identified. Together these data suggest the novel seed containing isomiR miR-140-3p.1 is more functional than the original consensus miR-140-3p or the isomiR with the same seed, miR-140-3p.2.
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Project description:Variants of microRNAs, (isomiRs) are commonly reported in deep-sequencing studies; however the functional significance of these variants remains controversial. To assess their biological relevance, we have performed ultra-deep miRNA-seq on ten adult human tissues, and created an analysis pipeline (miRNA-MATE) to align, annotate, and analyze miRNAs and their isomiRs. We find that isomiRs share sequence and expression characteristics with canonical miRNAs, and are generally strongly correlated with canonical miRNA expression. We isolated polyribosome-associated mRNA, and captured the mRNA-bound miRNAs, and found that isomiRs and canonical miRNAs are equally associated with translational machinery. Finally, we transfected cells with biotinylated RNA duplexes encoding isomiRs or their canonical counterparts and directly assayed their mRNA targets. These studies showed substantial overlap in functional mRNA networks suppressed by both canonical miRNAs and their isomiRs. Together, these results find isomiRs to be biologically relevant and functionally synergistic partners of canonical miRNAs that act coordinately to target pathways of functionally related genes. This work exposes the complexity of the miRNA-transcriptome, and helps explain a major miRNA paradox: how specific regulation of biological processes can occur with predominantly non-specific miRNA-mRNA interactions.
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Project description:This data set is part of a larger study: Variants of microRNAs, (isomiRs) are commonly reported in deep-sequencing studies; however the functional significance of these variants remains controversial. To assess their biological relevance, we have performed ultra-deep miRNA-seq on ten adult human tissues, and created an analysis pipeline (miRNA-MATE) to align, annotate, and analyze miRNAs and their isomiRs. We find that isomiRs share sequence and expression characteristics with canonical miRNAs, and are generally strongly correlated with canonical miRNA expression. We isolated polyribosome-associated mRNA, and captured the mRNA-bound miRNAs, and found that isomiRs and canonical miRNAs are equally associated with translational machinery. Finally, we transfected cells with biotinylated RNA duplexes encoding isomiRs or their canonical counterparts and directly assayed their mRNA targets. These studies showed substantial overlap in functional mRNA networks suppressed by both canonical miRNAs and their isomiRs. Together, these results find isomiRs to be biologically relevant and functionally synergistic partners of canonical miRNAs that act coordinately to target pathways of functionally related genes. This work exposes the complexity of the miRNA-transcriptome, and helps explain a major miRNA paradox: how specific regulation of biological processes can occur with predominantly non-specific miRNA-mRNA interactions.
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