Primary microRNAs (miRNAs) are the precursors of miRNAs that modulate the expression of most mRNAs in humans. They fold up into a hairpin structure that is cleaved at its base by an enzyme complex known as the Microprocessor (Drosha/DGCR8). While many of the molecular details are known, a complete understanding of what features distinguish primary miRNA from hairpin structures in other transcripts is still lacking. We develop a massively parallel functional assay termed Dro-seq (Drosha sequencing) that enables testing of hundreds of known primary miRNA substrates and thousands of single-nucleotide variants. We find an additional feature of primary miRNAs, called Shannon entropy, describing the structural ensemble important for processing. In a deep mutagenesis experiment, we observe particular apical loop U bases, likely recognized by DGCR8, are important for efficient processing. These findings build on existing knowledge about primary miRNA maturation by the Microprocessor and further explore the substrate RNA sequence-structure relationship.
Introduction of chemical labels into biomolecules is of utmost importance in chemical biology research. However, methods for selective chemical labeling of in vitro transcribed RNA are scarce. Herein, we describe experimental details for direct labeling of the 5 '-phosphate of RNA using a diazo biotin-reagent, as exemplified on a 110 nucleotide RNA obtained via in vitro transcription. The method exploits the fact that, under neutral buffer conditions (similar to pH 6.8), the 5 '-phosphate carries the only mildly acidic proton in the RNA molecule, which allows for selective functionalization at that site using diazo reagents.
Eukaryotic genomes produce RNAs lacking protein-coding potential, with enigmatic roles. We integrated three approaches to study large intervening noncoding RNA (lincRNA) gene functions. First, we profiled mouse embryonic stem cells and neural precursor cells at single-cell resolution, revealing lincRNAs expressed in specific cell types, cell subpopulations, or cell cycle stages. Second, we assembled a transcriptome-wide atlas of nuclear lincRNA degradation by identifying targets of the exosome cofactor Mtr4. Third, we developed a reversible depletion system to separate the role of a lincRNA gene from that of its RNA. Our approach distinguished lincRNA loci functioning in trans from those modulating local gene expression. Some genes express stable and/or abundant lincRNAs in single cells, but many prematurely terminate transcription and produce lincRNAs rapidly degraded by the nuclear exosome. This suggests that besides RNA-dependent functions, lincRNA loci act as DNA elements or through transcription. Our integrative approach helps distinguish these mechanisms.
mRNAs can fold into complex structures that regulate gene expression. Resolving such structures de novo has remained challenging and has limited our understanding of the prevalence and functions of mRNA structure. We use SHAPE-MaP experiments in living E. coli cells to derive quantitative, nucleotide-resolution structure models for 194 endogenous transcripts encompassing approximately 400 genes. Individual mRNAs have exceptionally diverse architectures, and most contain well-defined structures. Active translation destabilizes mRNA structure in cells. Nevertheless, mRNA structure remains similar between in-cell and cell-free environments, indicating broad potential for structure-mediated gene regulation. We find that the translation efficiency of endogenous genes is regulated by unfolding kinetics of structures overlapping the ribosome binding site. We discover conserved structured elements in 35% of UTRs, several of which we validate as novel protein binding motifs. RNA structure regulates every gene studied here in a meaningful way, implying that most functional structures remain to be discovered.
Dengue virus (DENV) is the most significant mosquito-borne viral pathogen in the world and is the cause of dengue fever. The DENV RNA-dependent RNA polymerase (RdRp) is conserved among the four viral serotypes and is an attractive target for antiviral drug development. During initiation of viral RNA synthesis, the polymerase switches from a closed to open conformation to accommodate the viral RNA template. Inhibitors that lock the closed or block the open conformation would prevent viral RNA synthesis. Herein, we describe a screening campaign that employed two biochemical assays to identify inhibitors of RdRp initiation and elongation. Using a DENV subgenomic RNA template that promotes RdRp de novo initiation, the first assay measures cytosine nucleotide analogue (Atto-CTP) incorporation. Liberated Atto fluorophore allows for quantification of RdRp activity via fluorescence. The second assay uses the same RNA template but is label free and directly detects RdRp-mediated liberation of pyrophosphates of native ribonucleotides via liquid chromatography-mass spectrometry. The ability of inhibitors to bind and stabilize a closed conformation of the DENV RdRp was further assessed in a differential scanning fluorimetry assay. Last, active compounds were evaluated in a renilla luciferase-based DENV replicon cell-based assay to monitor cellular efficacy. All assays described herein are medium to high throughput, are robust and reproducible, and allow identification of inhibitors of the open and closed forms of DENV RNA polymerase.
Material Supplemental http://genome.cshlp.org/content/suppl/2014/03/03/gr.162230.113.DC1.html P<P Published online March 24, 2014 in advance of the print journal. License Commons Creative . http://creativecommons.org/licenses/by-nc/4.0/ described at a Creative Commons License (Attribution-NonCommercial 4.0 International), as ). After six months, it is available under http://genome.cshlp.org/site/misc/terms.xhtml first six months after the full-issue publication date (see This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the
It is commonly known that mammalian microRNAs (miRNAs) guide the RNA-induced silencing complex (RISC) to target mRNAs through the seed-pairing rule. However, recent experiments that coimmunoprecipitate the Argonaute proteins (AGOs), the central catalytic component of RISC, have consistently revealed extensive AGO-associated mRNAs that lack seed complementarity with miRNAs. We herein test the hypothesis that AGO has its own binding preference within target mRNAs, independent of guide miRNAs. By systematically analyzing the data from in vivo cross-linking experiments with human AGOs, we have identified a structurally accessible and evolutionarily conserved region (∼10 nucleotides in length) that alone can accurately predict AGO–mRNA associations, independent of the presence of miRNA binding sites. Within this region, we further identified an enriched motif that was replicable on independent AGO-immunoprecipitation data sets. We used RNAcompete to enumerate the RNA-binding preference of human AGO2 to all possible 7-mer RNA sequences and validated the AGO motif in vitro. These findings reveal a novel function of AGOs as sequence-specific RNA-binding proteins, which may aid miRNAs in recognizing their targets with high specificity.
/ 25 (X2) 8 daysPacific Biosciences http://www.pacificbiosciences.comNo amplification; Synthesis Fluorescence >1000 bp (SE) 150,000 per SMRT cell N/AIon Torrent http://www.iontorrent.comEmulsion PCR; Synthesis Change in pH 200 bp (SE) Variable 90% of the full genome resolved (both alleles)400 human genomes per monthModified and updated from Metzker (2010).
United States. Dept. of Energy (Office of Science, Computational Science Graduate Fellowship, Contract No. DE-FG02-97ER25308)
Several methods for characterizing DNA-protein interactions are available, but none have demonstrated both high throughput and quantitative measurement of affinity. Here we describe 'high-throughput sequencing'-'fluorescent ligand interaction profiling' (HiTS-FLIP), a technique for measuring quantitative protein-DNA binding affinity at unprecedented depth. In this approach, the optics built into a high-throughput sequencer are used to visualize in vitro binding of a protein to sequenced DNA in a flow cell. Application of HiTS-FLIP to the protein Gcn4 (Gcn4p), the master regulator of the yeast amino acid starvation response, yielded ~440 million binding measurements, enabling determination of dissociation constants for all 12-mer sequences having submicromolar affinity. These data revealed a complex interdependency between motif positions, allowed improved discrimination of in vivo Gcn4p binding sites and regulatory targets relative to previous methods and showed that sets of genes with different promoter affinities to Gcn4p have distinct functions and expression kinetics. Broad application of this approach should increase understanding of the interactions that drive transcription.
The past 15 years have seen a revolution in the area of functional nucleic acid (FNA) research since the demonstration that single-stranded RNA and DNA species can be used for both ligand binding and catalysis. An emerging area of application for such species is in the development of solid-phase fluorimetric assays for biosensing, proteomics, and drug screening purposes. In this chapter, the methods for immobilization of functional nucleic acids are briefly reviewed, with emphasis on emerging technologies such as sol-gel encapsulation. Methods for generating fluorescence signals from aptamers and nucleic acid enzymes are then described, and the use of such species in solid-phase fluorimetric assays is then discussed. Unique features of sol-gel based materials for the development of solid-phase assays are highlighted, and some emerging applications of immobilized FNA species are discussed.
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Pre-mRNA splicing is regulated through the combinatorial activity of RNA motifs, including splice sites and splicing regulatory elements. Here we show that the activity of the G-run (polyguanine sequence) class of splicing enhancer elements is approximately 4-fold higher when adjacent to intermediate strength 5' splice sites (ss) than when adjacent to weak 5' ss, and approximately 1.3-fold higher relative to strong 5' ss. We observed this dependence on 5' ss strength in both splicing reporters and in global microarray and mRNA-Seq analyses of splicing changes following RNA interference against heterogeneous nuclear ribonucleoprotein (hnRNP) H, which cross-linked to G-runs adjacent to many regulated exons. An exon's responsiveness to changes in hnRNP H levels therefore depends in a complex way on G-run abundance and 5' ss strength. This pattern of activity enables G-runs and hnRNP H to buffer the effects of 5' ss mutations, augmenting both the frequency of 5' ss polymorphism and the evolution of new splicing patterns. Certain other splicing factors may function similarly.
DNA aptamers are molecular biosensors consisting of single functionalized DNA molecules, which can bind to specific targets or complementary DNA sequences. The binding kinetics of DNA aptamers is studied by fluorescence quenching at 23 degrees C . A kinetic model for the binding reaction of DNA aptamer, antisense DNA, and ATP target is developed to describe experimental observations. The approach leads to a simple procedure to deduce relevant kinetic reactions and their rate constants. A comparison between theory and experiments indicates that the previously established bimolecular DNA-ATP binding does not provide a complete description of the experimental data. Side reactions such as trimolecular complexation are proposed. Rate constants of the model are determined by comparing the model predictions and experiments. Good agreements between the model and experiments have been obtained. Possible blocking reactions by the misfolded DNA aptamer are also discussed.
Paper is extensively used as a barrier for protection from pathogens in applications such as medical face masks and protective clothing reflecting the fact that paper is inexpensive, disposable, autoclavable and can have well defined porosity. Nevertheless, in most protective applications, paper functions simply as a passive barrier or filter. Recognizing that the there is an opportunity to improve the functionality of paper, a network of Canadian academic researchers have embarked on a research program to develop "bioactive paper" which we define as paper which can which detect and repel or deactivate waterborne and airborne pathogens. A key requirement for bioactive paper is the presence of bio-recognition molecules coupled to a signaling mechanism on paper surfaces. Antibody fragments and enzymes are the most common bio-recognition agents, however, these molecules are usually very fragile and would deteriorate when dried out on a paper surface. By contrast, DNA aptamers are far more robust and thus hold promise as paper-supported bio-sensing agents. DNA aptamers are short oligonucleotides that can undergo structural rearrangement when in the presence of a specific target, resulting in the capture of the target. DNA aptamers have demonstrated the same high specificities as antibodies with pM range affinities. Furthermore, aptamers for a rapidly growing number of targets, including proteins, metals and small molecules have been obtained by in vitro selection, or SELEX (systematic evolution of ligands by exponential enrichment). We report on our initial attempts to deposit DNA aptamers onto cellulose surfaces in high yields while maintaining recognition activity. We investigated physical adsorption and covalent coupling as strategies for treating cellulose surfaces with a DNA aptamer which binds ATP. Physical adsorption was reversible and the isotherms fitted the Langmuir equation with adsorption maximum of 0.105 mg/m2 at high ionic strength (300 mM NaCl, 25 mM Tris-HCl) and only 0.024 mg/m 2 in lower ionic strength buffer (25 mM Tris-HCl). Covalent coupling of amine terminated aptamer with oxidized cellulose film (Schiff base + reduction) gave 25% coupling efficiency while maintaining the aptamer activity which was illustrated by using a known fluorescent aptamer that is capable of ATP detection. Therefore covalent coupling, without spacer molecules, is a promising approach for supporting biosensing aptamers on cellulose.
With the long-term goal of developing paper surfaces that will detect pathogens, we have investigated physical adsorption and covalent coupling as strategies for treating cellulose surfaces with a DNA aptamer that binds ATP. Physical adsorption was reversible and the isotherms fitted the Langmuir equation with an adsorption maximum of 0.105 mg/m2 at high ionic strength (300 mM NaCl, 25 mM Tris-HCl) and only 0.024 mg/m2 in lower ionic strength buffer (25 mM Tris-HCl). Covalent coupling of amine-terminated aptamer with oxidized cellulose film (Schiff base + reduction) gave 25% coupling efficiency while maintaining the aptamer activity which was illustrated by using a known fluorescent aptamer that is capable of ATP detection. Therefore, covalent coupling, without spacer molecules, is a promising approach for supporting biosensing aptamers on cellulose.
Layered enzyme assays: The use of a layered sol-gel based material allows for spatial separation of coimmobilized enzyme and fluorescent aptamer reporter species. This provides a route for facile assaying of enzyme activity and inhibition in cases where the aptamer signals the presence of the enzyme substrate. This then results in accurate IC50 determinations. Supporting information for this article is available on the WWW under http://www.wiley-vch.de/contents/jc_2002/2006/z504576_s.pdf or from the author. Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.