Minimizing base loss and internal fragmentation in collisionally activated dissociation of multiply deprotonated RNA

In recent years, new classes of nonprotein-coding ribonucleic acids (ncRNAs) with important cellular functions have been discovered. Of particular interest for biomolecular research and pharmaceutical developments are small ncRNAs that are involved in gene regulation, such as small interfering RNAs (21–28 nt), pre-microRNAs (70–80 nt), or riboswitches (34–200 nt). De novo sequencing of RNA by top-down mass spectrometry has so far been limited to RNA consisting of up to ∼20 nt. We report here complete sequence coverage for 34 nt RNA (10.9 kDa), along with 30 out of 32 possible complementary ion pairs from collisionally activated dissociation (CAD) experiments. The key to minimizing undesired base loss and internal fragmentation is to minimize the internal energy of fragment ions from primary backbone cleavage. This can be achieved by collisional cooling of primary fragment ions and selection of precursor ions of relatively low negative net charge (about −0.2/nt).     

Chemical genetics

Chemical genetics can be defined as the study of biological systems using small molecule tools. Cell permeable and selective small molecules modulate gene product function rapidly, reversibly and can be administered conditionally in either a cellular or organismal context. The small molecule approach provides exacting temporal and quantitative control and is therefore an extremely powerful tool for dissecting biological processes. This tutorial review has been written to introduce the subject to a broad audience and highlights recent developments within the field in four key areas of biology: modulating protein-protein interactions, malaria research, hepatitis C virus research, and disrupting RNA interference pathways.     

ncRDeep: Non-coding RNA classification with convolutional neural network

A non-coding RNA (ncRNA) is a kind of RNA that is not converted into protein, however, it is involved in many biological processes, diseases, and cancers. Numerous ncRNAs have been identified and classified with high throughput sequencing technology. Hence, accurate ncRNAs class prediction is important and necessary for further study of their functions. Several computation techniques have been employed to predict the class of ncRNAs. Recent classification methods used the secondary structure as their primary input. However, the computational tools of RNA secondary structure are not accurate enough which affects the final performance of ncRNAs predictors. In this paper, we propose a simple yet efficient method, called ncRDeep, for ncRNAs prediction. It uses a simple convolutional neural network and RNA sequence information only. The ncRDeep was evaluated on benchmark datasets and the comparison results showed that the ncRDeep outperforms the state-of-the-art methods significantly. More specifically, the average accuracy was improved by 8.32%. Finally, we built a freely accessible web server for the developed tool ncRDeep at http://home.jbnu.ac.kr/NSCL/ncRDeep.htm     

A novel approach for characterizing protein ligand complexes: molecular basis for specificity of small-molecule Bcl-2 inhibitors

The increasing diversity of small molecule libraries has been an important source for the development of new drugs and, more recently, for unraveling the mechanisms of cellular events-a process termed chemical genetics.(1) Unfortunately, the majority of currently available compounds are mechanism-based enzyme inhibitors, whereas most of cellular activity regulation proceeds on the level of protein-protein interactions. Hence, the development of small molecule inhibitors of protein-protein interactions is important. When screening compound libraries, low-micromolar inhibitors of protein interactions can be routinely found. The enhancement of affinities and rationalization of the binding mechanism require structural information about the protein-ligand complexes. Crystallization of low-affinity complexes is difficult, and their NMR analysis suffers from exchange broadening, which limits the number of obtainable intermolecular constraints. Here we present a novel method of ligand validation and optimization, which is based on the combination of structural and computational approaches. We successfully used this method to analyze the basis for structure-activity relationships of previously selected (2) small molecule inhibitors of the antiapoptotic protein Bcl-xL and identified new members of this inhibitor family.     

Rational design of allosteric ribozymes

Background: Efficient operation of cellular processes relies on the strict control that each cell exerts over its metabolic pathways. Some protein enzymes are subject to allosteric regulation, in which binding sites located apart from the enzyme's active site can specifically recognize effector molecules and alter the catalytic rate of the enzyme via conformational changes. Although RNA also performs chemical reactions, no ribozymes are known to operate as true allosteric enzymes in biological systems. It has recently been established that small-molecule receptors can readily be made of RNA, as demonstrated by the in vitro selection of various RNA aptamers that can specifically bind corresponding ligand molecules. We set out to examine whether the catalytic activity of an existing ribozyme could be brought under the control of an effector molecule by designing conjoined aptamer-ribozyme complexes.Results: By joining an ATP-binding RNA to a self-cleaving ribozyme, we have created the first example of an allosteric ribozyme that has a catalytic rate that can be controlled by ATP. A 180-fold reduction in rate is observed upon addition of either adenosine or ATP, but no inhibition is detected in the presence of dATP or other nucleoside triphosphates. Mutations in the aptamer domain that are expected to eliminate ATP binding or that increase the distance between aptamer and ribozyme domains result in a loss of ATP-specific allosteric control. Using a similar design approach, allosteric hammerhead ribozymes that are activated in the presence of ATP were created and another ribozyme that can be controlled by theophylline was created.Conclusions: The catalytic features of these conjoined aptamer-ribozyme constructs demonstrate that catalytic RNAs can also be subject to allosteric regulation — a key feature of certain protein enzymes. Moreover, by using simple rational design strategies, it is now possible to engineer new catalytic polynucleotides which have rates that can be tightly and specifically controlled by small effector molecules.     

A global metabolite profiling approach to identify protein-metabolite interactions

Understanding the biochemical functions of proteins is an important factor in elucidating their cellular and physiological functions. Due to the predominance of biopolymer interactions in biology, many methods have been designed to interrogate and identify biologically relevant interactions that proteins make to DNA, RNA, and other proteins. Complementary approaches that can elucidate binding interactions between proteins and small molecule metabolites will impact the understanding of protein-metabolite interactions and fill a need that is outside the scope of current methods. Here, we demonstrate the ability to identify natural protein-metabolite interactions from complex metabolite mixtures by combining a protein-mediated small molecule enrichment step with a global metabolite profiling platform.     

RNA Methylation m6A: A New Code and Drug Target?

The m⁶A‐RNA modification is a dynamic and reversible process, which has emerged as a new RNA code for the regulation of gene expression. The functional network of methyltransferases (writers), demethylases (erasers), and binding proteins (readers) modulate the level of m⁶A modification. Dysfunction of RNA methylation has been associated with various fundamental biological processes and human diseases. Herein, we briefly introduce an understanding‐enabled manipulation on m⁶A‐RNA modification with an emphasis on the use of small‐molecule intervention.      

Harnessing the Oxidation Susceptibility of Deubiquitinases for Inhibition with Small Molecules

Deubiquitinases (DUBs) counteract ubiquitination by removing or trimming ubiquitin chains to alter the signal. Their diverse role in biological processes and involvement in diseases have recently attracted great interest with regard to their mechanism and inhibition. It has been shown that some DUBs are regulated by reactive oxygen species (ROS) in which the catalytic Cys residue undergoes reversible oxidation, hence modulating DUBs activity under oxidative stress. Reported herein for the first time, the observation that small molecules, which are capable of generating ROS efficiently, inhibit DUBs by selective and nonreversible oxidation of the catalytic Cys residue. Interestingly, the small molecule beta‐lapachone, which is currently in clinical trials for cancer, is among the potent inhibitors, thus suggesting possible new cellular targets for its therapeutic effects. Our study describes a novel mechanism of DUBs inhibition and opens new opportunities in exploiting them for cancer therapy.     

Recent advances in the study of biomolecular interactions by capillary electrophoresis

Capillary electrophoresis (CE) has been abundantly used in the study of molecular interactions owing to such advantages as short analysis time, low sample size requirement, high separation efficiency, and flexible applications. The focus of this paper is to review recent studies and advances (mainly from 1998 to now) in biomolecular interactions using CE. Five CE modes: zone migration CE, affinity CE, frontal analysis (FA), Hummel-Dreyer (HD) and vacancy peak (VP) are cited and compared. Quantitative aspects of the thermodynamics and kinetics of biomolecular interaction are reviewed. Several biomolecular binding systems, including protein-protein (polypeptide), protein-DNA (RNA), protein(polypeptide)-carbohydrate, protein-small molecule, DNA-small molecule, small molecule-small molecule, have been well characterized by CE. CE is shown to be a powerful tool for the determination of the binding parameters of various bioaffinity interactions.     

Marked small molecule libraries: a truncated approach to molecular probe design

A truncated approach to the design of molecular probes from small molecule libraries is outlined, based upon the incorporation of a bioorthogonal marker. The applicability of this strategy to small molecule chemical genetics screens has been demonstrated using analogues of the known stress activated protein kinase (SAPK) pathway activator, anisomycin. Compounds marked with a propargyl group have shown activation of the SAPK pathways comparable to that induced by their parent structures, as demonstrated by immunoblot assays against the downstream target JNK1/2. The considerable advantages of this new approach to molecular probe design have been illustrated through the rapid development of a functionally active fluorescent molecular probe, through coupling of the marked analogues to fluorescent azides using the copper(i)-catalyzed Huisgen 1,3-dipolar cycloaddition reaction. Active molecular probes generated in this study were used to investigate cellular uptake through FACS analysis and confocal microscopy.