Phosphate Backbone Of RNA Research Articles

Lighting Up Nucleolus To Report Mitochondria Damage Using a Mitochondria-to-Nucleolus Migration Probe.

Visualization of the mitochondrial state is crucial for tracking cell life processes and diagnosing disease, while fluorescent probes that can accurately assess mitochondrial status are currently scarce. Herein, a fluorescent probe named "SYN" was designed and prepared, which can target mitochondria via the mitochondrial membrane potential. Upon pathology or external stimulation, SYN can be released from the mitochondria and accumulate in the nucleolus to monitor the status of mitochondria. During this process, the brightness of the nucleolus can then serve as an indicator of mitochondrial damage. SYN has demonstrated excellent photostability in live cells as well as an extremely inert fluorescence response to bioactive molecules and the physiological pH environment of live cells. Spectroscopic titration and molecular docking studies have revealed that SYN can be lit up in nucleoli due to the high viscosity of the nucleus and the strong electrostatic interaction with the phosphate backbone of RNA. This probe is expected to be an exceptional tool based on its excellent imaging properties for tracking mitochondrial state in live cells.

In Vitro and In Vivo Evaluation of the Pathology and Safety Aspects of Three- and Four-Way Junction RNA Nanoparticles.

RNA therapeutics has advanced into the third milestone in pharmaceutical drug development, following chemical and protein therapeutics. RNA itself can serve as therapeutics, carriers, regulators, or substrates in drug development. Due to RNA's motile, dynamic, and deformable properties, RNA nanoparticles have demonstrated spontaneous targeting and accumulation in cancer vasculature and fast excretion through the kidney glomerulus to urine to prevent possible interactions with healthy organs. Furthermore, the negatively charged phosphate backbone of RNA results in general repulsion from negatively charged lipid cell membranes for further avoidance of vital organs. Thus, RNA nanoparticles can spontaneously enrich tumor vasculature and efficiently enter tumor cells via specific targeting, while those not entering the tumor tissue will clear from the body quickly. These favorable parameters have led to the expectation that RNA has low or little toxicity. RNA nanoparticles have been well characterized for their anticancer efficacy; however, little detail on RNA nanoparticle pathology and safety is known. Here, we report the in vitro and in vivo assessment of the pathology and safety aspects of different RNA nanoparticles including RNA three-way junction (3WJ) harboring 2'-F modified pyrimidine, folic acid, and Survivin siRNA, as well as the RNA four-way junction (4WJ) harboring 2'-F modified pyrimidine and 24 copies of SN38. Both animal models and patient serum were investigated. In vitro studies include hemolysis, platelet aggregation, complement activation, plasma coagulation, and interferon induction. In vivo studies include hematoxylin and eosin (H&E) staining, hematological and biochemical analysis as the serum profiling, and animal organ weight study. No significant toxicity, side effect, or immune responses were detected during the extensive safety evaluations of RNA nanoparticles. These results further complement previous cancer inhibition studies and demonstrate RNA nanoparticles as an effective and safe drug delivery vehicle for future clinical translations.

Chemical Modifications in RNA Interference and CRISPR/Cas Genome Editing Reagents.

Chemically modified oligonucleotides (ONs) are routinely used in the laboratory to assess gene function, and clinical advances are rapidly progressing as continual efforts are being made to optimize ON efficacy. Over the years, RNA interference (RNAi) has become one of the main tools used to inhibit RNA expression across a wide variety of species. Efforts have been made to improve the exogenous delivery of the double-stranded RNA components to the endogenous intracellular RNAi machinery to direct efficacious degradation of a user-defined RNA target. More recently, synthetic RNA ONs are being used to mimic the bacterial-derived CRISPR/Cas system to direct specific editing of the mammalian genome. Both of these techniques rely on the use of various chemical modifications to the RNA phosphate backbone or sugar in specific positions throughout the ONs to improve the desired biological outcome. Relevant chemical modifications also include conjugated targeting ligands to assist ON delivery to specific cell types. Chemical modifications are most beneficial for therapeutically relevant ONs, as they serve to enhance target binding, increase drug longevity, facilitate cell-specific targeting, improve internalization into productive intracellular compartments, and mitigate both sequence-specific as well as immune-related off-target effects (OTEs). The knowledge gained from years of optimizing RNAi reagents and characterizing the biochemical and biophysical properties of each chemical modification will hopefully accelerate the CRISPR/Cas technology into the clinic, as well as further expand the use of RNAi to treat currently undruggable diseases. This review discusses the most commonly employed chemical modifications in RNAi reagents and CRISPR/Cas guide RNAs and provides an overview of select publications that have demonstrated success in improving ON efficacy and/or mitigating undesired OTEs.

A Physical Model of Mycobacterium tuberculosis MazF‐mt6 Illustrates the Catalytic Residues Needed for 23S rRNA Cleavage via a Proton‐Relay Mechanism

Toxin‐antitoxin systems, which are commonly found in prokaryotes, regulate cell growth in response to environmental stressors. When the labile antitoxin is degraded, the toxin is released to exert its inhibitory effects. The Mycobacterium tuberculosis toxin, MazF‐mt6, is a small globular protein composed of two β‐sheets and three α‐helices. This particular protein regulates growth by cleaving the 23S rRNA at helix 70 on the large 50S ribosomal subunit, thus inhibiting translation. The 3D structure of MazF‐mt6 was recently solved by the lab of Dr. Christine Dunham. Their work demonstrated that Asp‐10, Arg‐13, and Thr‐36 are critical residues needed for cleavage within the sequence 5′ UU↓CCU 3′ located at positions 1939 to 1943. These catalytic residues perform endoribonuclease cleavage through a proton‐relay mechanism, where threonine stabilizes the transition state. Lending support to the location of the active site, a negatively charged sulfate ion, which can mimic the negatively charged phosphate backbone of RNA, is found bound adjacent to the residues that appear to participate in the cleavage reaction. We have designed a physical model to illustrate the 3 catalytic residues of the active site, as well as the bound sulfate ion. As is true of any model, physical and computer models provide a means of visualizing protein structure that is useful both as an aid to hypothesis generation and as an instructional tool.Support or Funding InformationCampbell University Department of Biological SciencesCBM: NSF‐IUSE #1725940This abstract is from the Experimental Biology 2019 Meeting. There is no full text article associated with this abstract published in The FASEB Journal.

Extraction of microRNAs from biological matrices with titanium dioxide nanofibers.

MicroRNAs (miRNAs) are small RNAs that bind to mRNA targets and regulate their translation. A functional study of miRNAs and exploration of their utility as disease markers require miRNA extraction from biological samples, which contain large amounts of interfering compounds for downstream RNA identification and quantification. The most common extraction methods employ silica columns or the TRIzol reagent but give out low recovery for small RNAs probably due to their short strand lengths. Herein, we fabricated the titanium dioxide nanofibers using electrospinning to facilitate miRNA extraction and developed the optimal buffer conditions to improve miRNA recovery from biological matrices of cell lysate and serum. We found that our TiO2 fibers could obtain a recovery of 18.0±3.6% for miRNA fibers while carrying out the extraction in the more complex medium of cell lysate, much higher than the 0.02±0.0001% recovery from the commercial kit. The much improved extraction of miRNAs from our fibers could be originated from the strong coordination between TiO2 and RNA's phosphate backbone. In addition, the binding, washing, and elution buffers judiciously developed in the present study can achieve selective extraction of small RNA shorter than 500 nucleotides in length. Our results demonstrate that TiO2 nanofibers can work as a valuable tool for extraction of miRNAs from biological samples with high recovery. Graphical abstract Schematic for extraction of small RNAs using TiO2 nanofibers.

Selective and Efficient RNA Analysis by Solid-Phase Microextraction.

In this study, a solid-phase microextraction (SPME) method was developed for the purification of mRNA (mRNA) from complex biological samples using a real-time reverse transcription quantitative polymerase chain reaction (RT-qPCR) assay for quantification. The chemical composition of the polymeric ionic liquid (PIL) and a polyacrylate (PA) SPME sorbent coating was optimized to enhance the extraction performance. Of the studied SPME sorbent coatings, the PIL containing carboxylic acid moieties in the monomer and halide-based anions extracted the highest amount of mRNA from aqueous solutions, whereas the native PA fiber showed the lowest extraction efficiency. On the basis of RT-qPCR data, electrostatic interactions and an ion-exchange mechanism between the negatively charged phosphate backbone of RNA and the PIL cation framework were the major driving forces for mRNA extraction. The optimized PIL-based SPME method purified a high quantity of mRNA from crude yeast cell lysate compared to a phenol/chloroform extraction method. The reusability and robustness of PIL-based SPME for RNA analysis represents a significant advantage over conventional silica-based solid-phase RNA extraction kits. The selectivity of the SPME method toward mRNA was enhanced by functionalizing the PA sorbent with oligo dT20 using carbodiimide-based amide linker chemistry. The oligo dT20-modified PA sorbent coating demonstrated superior extraction performance than the native PA sorbent coating with quantification cycle (Cq) values 33.74 ± 0.24 and 39, respectively. The modified PA sorbent extracted sufficient mRNA from total RNA at concentrations as low as 5 ng μL-1 in aqueous solutions without the use of organic solvents and time-consuming multiple centrifugation steps that are required in traditional RNA extraction methods.

Theoretical study on the mechanism of self-cleavage reaction of the glmS ribozyme

The glmS ribozyme is a unique known natural catalytic RNA that takes advantage of a small molecule coenzyme, glucosamine 6-phosphate (GlcN6P). This cofactor in the glmS ribozyme is a general acid–base catalyst. Moreover, the mechanism of self-cleavage reaction of the glmS ribozyme could be studied further. In the present work, the possible mechanisms were investigated at the M06-2X/6-31+G(d,p) level and solvent effect was considered by SMD continuum models. Single-point calculations at the SMD-M06-2X/6-311+G(2df,2p) level were performed for more precise energy predictions. Two possible pathways were considered, the first pathway (path A) is that the G33 (which is in Bacillus anthracis) is deprotonated and serves as the general base, and the other pathway (path B) is that two water molecules deprotonate O2′ of A-1 as an external base and assist to transfer the proton from the O2′ of A-1 to the amine of GlcN6P. Our results indicate that path B is more favorable than path A in solvent. That is, the mechanism in which O2′ of A-1 is deprotonated by one water molecule and the other water bridges the amine of GlcN6P with the first water to continue the reaction, may reduce the free energy barrier. Moreover, in path B, nucleophilic attack of the O2′ is the rate-determining step with a strong hydrogen bond interaction stabilizing the RNA phosphate backbone.

Fluorescence anisotropy-based salt-titration approach to characterize protein-nucleic acid interactions.

Many proteins bind nucleic acids (NA) via cationic residues that interact electrostatically with the anionic phosphate backbone of RNA or DNA. These electrostatic interactions are often insensitive to NA sequence and structure, but confer strong salt dependence to the binding interactions. In contrast, salt-independent non-electrostatic contacts reflect more specific binding interactions. Proteins with multiple cationic NA-binding domains connected by flexible linkers, such as the HIV-1 Gag polyprotein, may bind different NA molecules in distinct ways. For example, Gag binding to the Psi-packaging signal of the HIV-1 RNA genome optimizes the specific non-electrostatic binding component of this protein-RNA interaction. In contrast, Gag binding to a non-psi RNA optimizes the electrostatic interactions at the expense of specific contacts. Here, we describe a fluorescence anisotropy-based salt-titration approach that allows complete characterization of both electrostatic and non-electrostatic binding components for any protein-NA complex in a quantitative manner within a single assay.

Conformational Entropy of the RNA Phosphate Backbone and Its Contribution to the Folding Free Energy

While major contributors to the free energy of RNA tertiary structures such as basepairing, base-stacking, and charge and counterion interactions have been studied extensively, little is known about the intrinsic free energy of the backbone. To assess the magnitude of the entropic strains along the phosphate backbone and their impact on the folding free energy, we have formulated a mathematical treatment for computing the volume of the main-chain torsion-angle conformation space between every pair of nucleobases along any sequence to compute the corresponding backbone entropy. To validate this method, we have compared the computed conformational entropies against a statistical free energy analysis of structures in the crystallographic database from several-thousand backbone conformations between nearest-neighbor nucleobases as well as against extensive computer simulations. Using this calculation, we analyzed the backbone entropy of several ribozymes and riboswitches and found that their entropic strains are highly localized along their sequences. The total entropic penalty due to steric congestions in the backbone for the native fold can be as high as 2.4 cal/K/mol per nucleotide for these medium and large RNAs, producing a contribution to the overall free energy of up to 0.72 kcal/mol per nucleotide. For these RNAs, we found that low-entropy high-strain residues are predominantly located at loops with tight turns and at tertiary interaction platforms with unusual structural motifs.

Electron impact total ionization cross sections for all the components of DNA and RNA molecule

Present paper reports electron impact total ionization cross sections (Qion) for all the components of DNA and RNA molecules from threshold to 2000eV. We have employed spherical complex optical potential (SCOP) formalism to calculate the total inelastic cross sections and have deduced total ionization cross sections using complex scattering potential-ionization contribution (CSP-ic) method. DNA and RNA being the complex molecules, these cross sections are evaluated using the group additivity rule. The present results find good accord with the available previous theoretical estimates. In absence of experimental data for these biomolecules, the present theoretical estimates prove to be the reference data source. Qion for sugar phosphate backbone of RNA and for complete DNA and RNA units are reported for the first time in this work.

Structural Basis for dsRNA Recognition, Filament Formation, and Antiviral Signal Activation by MDA5

MDA5, a viral double-stranded RNA (dsRNA) receptor, shares sequence similarity and signaling pathways with RIG-I yet plays essential functions in antiviral immunity through distinct specificity for viral RNA. Revealing the molecular basis for the functional divergence, we report here the crystal structure ofMDA5 bound to dsRNA, which shows how, using the same domain architecture, MDA5 recognizes the internal duplex structure, whereas RIG-I recognizes the terminus of dsRNA. We further show that MDA5 uses direct protein-protein contacts to stack along dsRNA in a head-to-tail arrangement, and that the signaling domain (tandem CARD), which decorates the outside of the core MDA5 filament, also has an intrinsic propensity to oligomerize into an elongated structure that activates the signaling adaptor, MAVS. These data support a model in which MDA5 uses long dsRNA as a signaling platform to cooperatively assemble the core filament, which in turn promotes stochastic assembly of the tandem CARD oligomers for signaling.

Structural and mechanistic insights into guanylylation of RNA-splicing ligase RtcB joining RNA between 3′-terminal phosphate and 5′-OH

The RtcB protein has recently been identified as a 3'-phosphate RNA ligase that directly joins an RNA strand ending with a 2',3'-cyclic phosphate to the 5'-hydroxyl group of another RNA strand in a GTP/Mn(2+)-dependent reaction. Here, we report two crystal structures of Pyrococcus horikoshii RNA-splicing ligase RtcB in complex with Mn(2+) alone (RtcB/ Mn(2+)) and together with a covalently bound GMP (RtcB-GMP/Mn(2+)). The RtcB/ Mn(2+) structure (at 1.6 Å resolution) shows two Mn(2+) ions at the active site, and an array of sulfate ions nearby that indicate the binding sites of the RNA phosphate backbone. The structure of the RtcB-GMP/Mn(2+) complex (at 2.3 Å resolution) reveals the detailed geometry of guanylylation of histidine 404. The critical roles of the key residues involved in the binding of the two Mn(2+) ions, the four sulfates, and GMP are validated in extensive mutagenesis and biochemical experiments, which also provide a thorough characterization for the three steps of the RtcB ligation pathway: (i) guanylylation of the enzyme, (ii) guanylyl-transfer to the RNA substrate, and (iii) overall ligation. These results demonstrate that the enzyme's substrate-induced GTP binding site and the putative reactive RNA ends are in the vicinity of the binuclear Mn(2+) active center, which provides detailed insight into how the enzyme-bound GMP is tansferred to the 3'-phosphate of the RNA substrate for activation and subsequent nucleophilic attack by the 5'-hydroxyl of the second RNA substrate, resulting in the ligated product and release of GMP.

Structural basis of RNA binding by leucine zipper GCN4

Recently, we showed that leucine zipper (LZ) motifs of basic leucine zipper (bZIP) transcription factors GCN4 and c-Jun are capable of catalyzing degradation of RNA (Nikolaev et al., PLoS ONE 2010; 5:e10765). This observation is intriguing given the tight regulation of RNA turnover control and the antiquity of bZIP transcription factors. To support further mechanistic studies, herein, we elucidated RNA binding interface of the GCN4 leucine zipper motif from yeast. Solution NMR experiments showed that the LZ-RNA interaction interface is located in the first two heptads of LZ moiety, and that only the dimeric (coiled coil) LZ conformation is capable of binding RNA. Site-directed mutagenesis of the LZ-GCN4 RNA binding interface showed that substrate binding is facilitated by lysine and arginine side chains, and that at least one nucleophilic residue is located in proximity to the RNA phosphate backbone. Further studies in the context of full-length bZIP factors are envisaged to address the biological relevance of LZ RNase activity.

Thermodynamic Profiling of HIV RREIIB RNA–Zinc Finger Interactions

The interactions between the HIV Rev-responsive element (RRE) RNA and the HIV regulatory protein Rev, are crucial for the HIV life-cycle. Earlier, we showed that single C 2H 2 zinc fingers (znfs) have the same binding site as the Rev peptide and exhibit nanomolar affinity. In this study, the specific role of amino acid side chains and molecular processes involved with complex formation were investigated by perturbation of the binding energetics via changes in temperature, pH, buffers, and salt concentrations, as well as znf and RNA mutations, by isothermal titration calorimetry. Interestingly, despite the large cationic charge on the znfs, the number of interactions with the RNA phosphate backbone was lower than intuitively expected. The presence of binding induced protonation was established by ITC and localized by NMR to a histidine on the znf β-sheet. The Δ C p of znf–RNA binding was observed to be substantially negative and could not be accounted for by conventional solvent-accessible surface area models. An alternative model, based on the extent of hydrogen bond changes as a result of differences in ligand-induced water displacement at the binding site, provided reasonable explanation of the trends in Δ C p, as well as Δ H and Δ S. Our studies show that incorporation of favorable interactions at the solvent-excluded binding interface can be used to alleviate the unfavorable enthalpic penalties of displacing water molecules from the hydrated RNA surface.

Light-activated RNA interference using double-stranded siRNA precursors modified using a remarkable regiospecificity of diazo-based photolabile groups

Diazo-based precursors of photolabile groups have been used extensively for modifying nucleic acids, with the intention of toggling biological processes with light. These processes include transcription, translation and RNA interference. In these cases, the photolabile groups have been typically depicted as modifying the phosphate backbone of RNA and DNA. In this work we find that these diazo-based reagents in fact react very poorly with backbone phosphates. Instead, they show a remarkable specificity for terminal phosphates and very modest modification of the nucleobases. Furthermore, the photo deprotection of these terminal modifications is shown to be much more facile than nucleobase modified sites. In this study we have characterized this regiospecificity using RNA duplexes and model nucleotides, analyzed using LC/MS/MS. We have also applied this understanding of the regio-specificity to our technique of light activated RNA interference (LARI). We examined 27-mer double-stranded precursors of siRNA (‘dsRNA’), and have modified them using the photo-cleavable di-methoxy nitro phenyl ethyl group (DMNPE) group. By incorporating terminal phosphates in the dsRNA, we are able to guide DMNPE to react at these terminal locations. These modified dsRNA duplexes show superior performance to our previously described DMNPE-modified siRNA, with the range of expression that can be toggled by light increasing by a factor of two.

High-resolution Electron Microscopy of Helical Specimens: A Fresh Look at Tobacco Mosaic Virus

The treatment of helical objects as a string of single particles has become an established technique to resolve their three-dimensional (3D) structure using electron cryo-microscopy. It can be applied to a wide range of helical particles such as viruses, microtubules and helical filaments. We have made improvements to this approach using Tobacco Mosaic Virus (TMV) as a test specimen and obtained a map from 210,000 asymmetric units at a resolution better than 5 Å. This was made possible by performing a full correction of the contrast transfer function of the microscope. Alignment of helical segments was helped by constraints derived from the helical symmetry of the virus. Furthermore, symmetrization was implemented by multiple inclusions of symmetry-related views in the 3D reconstruction. We used the density map to build an atomic model of TMV. The model was refined using a real-space refinement strategy that accommodates multiple conformers. The atomic model shows significant deviations from the deposited model for the helical form of TMV at the lower-radius region (residues 88 to 109). This region appears more ordered with well-defined secondary structure, compared with the earlier helical structure. The RNA phosphate backbone is sandwiched between two arginine side-chains, stabilizing the interaction between RNA and coat protein. A cluster of two or three carboxylates is buried in a hydrophobic environment isolating it from neighboring subunits. These carboxylates may represent the so-called Caspar carboxylates that form a metastable switch for viral disassembly. Overall, the observed differences suggest that the new model represents a different, more stable state of the virus, compared with the earlier published model.

The mRNA-binding Site of Annexin A2 Resides in Helices C–D of its Domain IV

Annexin A2 (AnxA2) is a Ca 2+-binding and phospholipid-binding protein involved in different intracellular processes including exocytosis, endocytosis and membrane-cytoskeleton movements. We have previously identified AnxA2 as an mRNA-binding protein present in cytoskeleton-bound polysomes, that binds to a specific ∼ 100 nucleotide region in the 3′-untranslated region of c- myc and its cognate mRNA. In the present study, we show by UV cross-linking assays and surface plasmon resonance analyses that the mRNA-binding site of AnxA2 resides in its domain IV. Furthermore, the interaction of full-length AnxA2 with the 3′-untranslated region of anxA2 mRNA is Ca 2+-dependent. By contrast, the interaction is Ca 2+-independent for the isolated domain IV of AnxA2, suggesting that the mRNA-binding site is masked in Apo-AnxA2 and gains exposure through a Ca 2+-induced conformational change of AnxA2 generating a favourable mRNA-binding site. The AnxA2-mRNA interaction is specific and involves helices C and D in domain IV of AnxA2, since point mutagenesis of several charged and polar exposed residues of these helices in the full-length protein strongly reduce RNA binding. The interaction appears to be sequential involving an initial phase of recognition dominated by electrostatic interactions, most likely between lysine residues and the phosphate backbone of RNA, followed by a second phase contributing to the specificity of the interaction.

A Novel Ded1-like RNA Helicase Interacts with the Y-box Protein ctYB-1 in Nuclear mRNP Particles and in Polysomes

We have characterized a novel mRNA-binding protein, designated hrp84, in the dipteran Chironomus tentans and identified it as a DEAD-box RNA helicase. The protein contains the typical helicase core domain, a glycine-rich C-terminal part and a putative nuclear export signal in the N terminus. The protein belongs to the Ded1 subgroup of DEAD-box helicases, which is highly conserved from yeast (Ded1p) to mammals (DDX3). In tissue culture cells, hrp84 is present both in the nucleus and cytoplasm and, as shown by in vivo UV cross-linking, is bound to mRNA in both compartments. Immunoprecipitation experiments revealed that hpr84 is associated with the C. tentans homologue (ctYB-1) of the vertebrate Y-box protein YB-1 both in the nucleus and cytoplasm, and the two proteins also appear together in polysomes. The interaction is likely to be direct as shown by in vitro binding of purified components. We conclude that the mRNA-bound hrp84.ctYB-1 complex is formed in the nucleus and is translocated with mRNA into the cytoplasm and further into polysomes. As both Ded1 and YB-1 are known to regulate the initiation of translation, we propose that the RNA helicase-Y-box protein complex affects the efficiency of mRNA translation, presumably by modulating the conformation of the mRNP template.

Mutational analysis of basic residues in the N-terminus of the rRNA:m6A methyltransferase ErmC'.

Erm methyltransferases mediate the resistance to the macrolide-lincosamide-streptogramin B antibiotics via dimethylation of a specific adenine residue in 23S rRNA. The role of positively charged N-terminal residues of the ErmC' methyltransferase in RNA binding and/or catalysis was determined. Mutational analysis of amino acids K4 and K7 was performed and the mutants were characterized in in vivo and in vitro experiments. The K4 and K7 residues were suggested not to be essential for the enzyme activity but to provide a considerable support for the catalytic step of the reaction, probably by maintaining the optimum conformation of the transition state through interactions with the phosphate backbone of RNA.

Free Energy Determinants of Binding the rRNA Substrate and Small Ligands to Ricin A-Chain

A continuum model is provided of the free energy terms that contribute to the molecular association of ricin A-chain (RTA) with the rRNA substrate and several small ligands. The model for RTA interactions with the RNA was taken from a previously proposed complex containing a 29-mer oligonucleotide hairpin (Olson, 1997. Proteins 27:80–95), and models for the ligands were constructed from x-ray crystallographic structures. The calculated absolute free energies of complex formation for the RTA-RNA assembly and several single-residue substitutions are in good agreement with experimental data, given the approximations of evaluating the strain energy and conformational entropy. The free energy terms were found to resemble those of protein-protein complexes, with the net unfavorable electrostatic contribution offset by the favorable nonspecific hydrophobic effect. Decomposition of the RTA-RNA binding free energy into individual contributions revealed the electrostatic “hot” spots arising from charge-charge complementarity of the interfacial arginines with the RNA phosphate backbone. Base interactions of the GAGA loop structure dominate the hydrophobic complementarity. A linear-scaling model was parametrized for evaluating the binding of small ligands against the rRNA substrate and illustrates the free energy determinant required for designing specific RTA inhibitors.