Computational approaches for microRNA studies: a review

MicroRNAs (miRNAs) are one class of tiny, endogenous RNAs that can regulate messenger RNA (mRNA) expression by targeting homologous sequences in mRNAs. Their aberrant expressions have been observed in many cancers and several miRNAs have been convincingly shown to play important roles in carcinogenesis. Since the discovery of this small regulator, computational methods have been indispensable tools in miRNA gene finding and functional studies. In this review we first briefly outline the biological findings of miRNA genes, such as genomic feature, biogenesis, gene structure, and functional mechanism. We then discuss in detail the three main aspects of miRNA computational studies: miRNA gene finding, miRNA target prediction, and regulation of miRNA genes. Finally, we provide perspectives on some emerging issues, including combinatorial regulation by miRNAs and functional binding sites beyond the 3′-untranslated region (3′UTR) of target mRNAs. Available online resources for miRNA computational studies are also provided.     

microRNAs – kleine Moleküle ganz groß

microRNAs, regulators of complex phenotypes microRNAs (miRNAs) are small, non‐coding RNAs that regulate a number of biological processes, including development. Due to their mode of action some miRNAs are also causally involved in diseases like cancer. miRNAs bind base‐complementary mRNAs and lead to either degradation of the bound mRNAs or translational repression. Both result in decreased protein levels of the particular target. miRNA selectivity is governed via a very short, just six to seven nucleotides long, ”seed" sequence which is likely to exist in many mRNAs. miRNAs are, therefore, believed to target a larger number of mRNAs, each, leading to the concerted regulation of functionally connected proteins and to thus substantially contribute to phenotypes. We have performed several screenings which suggest that, indeed, many miRNAs regulate a larger number of proteins. However, we also showed that the proteins we tested were regulated by a larger number of miRNAs each. The complexity of miRNA regulation opens new avenues towards reaching a molecular understanding of disease phenotypes via the integrated consideration of coordinated regulations.     

Common functions for diverse small RNAs of land plants

Endogenous small RNAs, including microRNAs (miRNAs) and short interfering RNAs (siRNAs), are critical components of plant gene regulation. Some abundant miRNAs involved in developmental control are conserved between anciently diverged plants, while many other less-abundant miRNAs appear to have recently emerged in the Arabidopsis thaliana lineage. Using large-scale sequencing of small RNAs, we extended the known diversity of miRNAs in basal plants to include 88 confidently annotated miRNA families in the moss Physcomitrella patens and 44 in the lycopod Selaginella moellendorffii. Cleavage of 29 targets directed by 14 distinct P. patens miRNA families and a trans-acting siRNA (ta-siRNA) was experimentally confirmed. Despite a core set of 12 miRNA families also expressed in angiosperms, weakly expressed and apparently lineage-specific miRNAs accounted for the majority of miRNA diversity in both species. Nevertheless, the molecular functions of several of these lineage-specific small RNAs matched those of angiosperms, despite dissimilarities in the small RNA sequences themselves, including small RNAs that mediated negative feedback regulation of the miRNA pathway and miR390-dependent ta-siRNAs that guided the cleavage of AUXIN RESPONSE FACTOR mRNAs. Diverse, lineage-specific, small RNAs can therefore perform common biological functions in plants.     

From microRNAs to targets: pathway discovery in cell fate transitions

MicroRNAs (miRNAs) are 22 nt non-coding RNAs that regulate expression of downstream targets by messenger RNA (mRNA) destabilization and translational inhibition. A large number of eukaryotic mRNAs are targeted by miRNAs, with many individual mRNAs being targeted by multiple miRNAs. Further, a single miRNA can target hundreds of mRNAs, making these small RNAs powerful regulators of cell fate decisions. Such regulation by miRNAs has been observed in the maintenance of the embryonic stem cell (ESC) cell cycle and during ESC differentiation. MiRNAs can also promote the dedifferentiation of somatic cells to induced pluripotent stem cells. During this process they target multiple downstream genes, which represent important nodes of key cellular processes. Here, we review these findings and discuss how miRNAs may be used as tools to discover novel pathways that are involved in cell fate transitions using dedifferentiation of somatic cells to induced pluripotent stem cells as a case study.     

The small RNA expression profile of the developing murine urinary and reproductive systems

microRNAs (miRNAs) are small non-coding RNAs with fundamental roles in the regulation of gene expression. miRNAs assemble with Argonaute (Ago) proteins to miRNA-protein complexes (miRNPs), which interact with distinct binding sites on mRNAs and regulate gene expression. Specific miRNAs are key regulators of tissue and organ development and it has been shown in mammals that miRNAs are also involved in the pathogenesis of many diseases including cancer. Here, we have characterized the miRNA expression profile of the developing murine genitourinary system. Using a computational approach, we have identified several miRNAs that are specific for the analyzed tissues or the developmental stage. Our comprehensive miRNA expression atlas of the developing genitourinary system forms an invaluable basis for further functional in vivo studies.