Structure-based Drug Development Research Articles

Determination of intracellular protein-ligand binding affinity by competition binding in-cell NMR.

Structure-based drug development suffers from high attrition rates due to the poor activity of lead compounds in cellular and animal models caused by low cell penetrance, off-target binding or changes in the conformation of the target protein in the cellular environment. The latter two effects cause a change in the apparent binding affinity of the compound, which is indirectly assessed by cellular activity assays. To date, direct measurement of the intracellular binding affinity remains a challenging task. In this work, in-cell NMR spectroscopy was applied to measure intracellular dissociation constants in the nanomolar range by means of protein-observed competition binding experiments. Competition binding curves relative to a reference compound could be retrieved either from a series of independent cell samples or from a single real-time NMR bioreactor run. The method was validated using a set of sulfonamide-based inhibitors of human carbonic anhydrase II with known activity in the subnanomolar to submicromolar range. The intracellular affinities were similar to those obtained in vitro, indicating that these compounds selectively bind to the intracellular target. In principle, the approach can be applied to any soluble intracellular target that gives rise to measurable chemical shift changes upon ligand binding.

Highly accurate protein structure prediction for the human proteome

Protein structures can provide invaluable information, both for reasoning about biological processes and for enabling interventions such as structure-based drug development or targeted mutagenesis. After decades of effort, 17% of the total residues in human protein sequences are covered by an experimentally determined structure1. Here we markedly expand the structural coverage of the proteome by applying the state-of-the-art machine learning method, AlphaFold2, at a scale that covers almost the entire human proteome (98.5% of human proteins). The resulting dataset covers 58% of residues with a confident prediction, of which a subset (36% of all residues) have very high confidence. We introduce several metrics developed by building on the AlphaFold model and use them to interpret the dataset, identifying strong multi-domain predictions as well as regions that are likely to be disordered. Finally, we provide some case studies to illustrate how high-quality predictions could be used to generate biological hypotheses. We are making our predictions freely available to the community and anticipate that routine large-scale and high-accuracy structure prediction will become an important tool that will allow new questions to be addressed from a structural perspective.

The architecture of the SARS-CoV-2 RNA genome inside virion

SARS-CoV-2 carries the largest single-stranded RNA genome and is the causal pathogen of the ongoing COVID-19 pandemic. How the SARS-CoV-2 RNA genome is folded in the virion remains unknown. To fill the knowledge gap and facilitate structure-based drug development, we develop a virion RNA in situ conformation sequencing technology, named vRIC-seq, for probing viral RNA genome structure unbiasedly. Using vRIC-seq data, we reconstruct the tertiary structure of the SARS-CoV-2 genome and reveal a surprisingly “unentangled globule” conformation. We uncover many long-range duplexes and higher-order junctions, both of which are under purifying selections and contribute to the sequential package of the SARS-CoV-2 genome. Unexpectedly, the D614G and the other two accompanying mutations may remodel duplexes into more stable forms. Lastly, the structure-guided design of potent small interfering RNAs can obliterate the SARS-CoV-2 in Vero cells. Overall, our work provides a framework for studying the genome structure, function, and dynamics of emerging deadly RNA viruses.

Conformationally flexible core-bearing detergents with a hydrophobic or hydrophilic pendant: Effect of pendant polarity on detergent conformation and membrane protein stability

Membrane protein structures provide atomic level insight into essential biochemical processes and facilitate protein structure-based drug design. However, the inherent instability of these bio-macromolecules outside lipid bilayers hampers their structural and functional study. Detergent micelles can be used to solubilize and stabilize these membrane-inserted proteins in aqueous solution, thereby enabling their downstream characterizations. Membrane proteins encapsulated in detergent micelles tend to denature and aggregate over time, highlighting the need for development of new amphiphiles effective for protein solubility and stability. In this work, we present newly-designed maltoside detergents containing a pendant chain attached to a glycerol-decorated tris(hydroxymethyl)methane (THM) core, designated GTMs. One set of the GTMs has a hydrophobic pendant (ethyl chain; E-GTMs), and the other set has a hydrophilic pendant (methoxyethoxylmethyl chain; M-GTMs) placed in the hydrophobic-hydrophilic interfaces. The two sets of GTMs displayed profoundly different behaviors in terms of detergent self-assembly and protein stabilization efficacy. These behaviors mainly arise from the polarity difference between two pendants (ethyl and methoxyethoxylmethyl chains) that results in a large variation in detergent conformation between these sets of GTMs in aqueous media. The resulting high hydrophobic density in the detergent micelle interior is likely responsible for enhanced efficacy of the M-GTMs for protein stabilization compared to the E-GTMs and a gold standard detergent DDM. A representative GTM, M-GTM-O12, was more effective for protein stability than some recently developed detergents including LMNG. This is the first case study investigating the effect of pendant polarity on detergent geometry correlated with detergent efficacy for protein stabilization. Statement of significanceThis study introduces new amphiphiles for use as biochemical tools in membrane protein studies. We identified a few hydrophilic pendant-bearing amphiphiles such as M-GTM-O11 and M-GTM-O12 that show remarkable efficacy for membrane protein solubilization and stabilization compared to a gold standard DDM, the hydrophobic counterparts (E-GTMs) and a significantly optimized detergent LMNG. In addition, detergent results obtained in the current study reveals the effect of detergent pendant polarity on protein solubility and stability. Thus, the current study represents both significant chemical and conceptual advance. The detergent tools and design principle introduced here advance protein science and facilitate structure-based drug design and development.

Structural insights on the interaction potential of natural leads against major protein targets of SARS-CoV-2: Molecular modelling, docking and dynamic simulation studies

Though significant efforts are in progress for developing drugs and vaccines against COVID-19, limited therapeutic agents are available currently. Thus, it is essential to undertake COVID-19 research and to identify therapeutic interventions in which computational modeling and virtual screening of lead molecules provide significant insights. The present study aimed to predict the interaction potential of natural lead molecules against prospective protein targets of SARS-CoV-2 by molecular modeling, docking, and dynamic simulation. Based on the literature survey and database search, fourteen molecular targets were selected and the three targets which lack the native structures were computationally modeled. The drug-likeliness and pharmacokinetic features of ninety-two natural molecules were predicted. Four lead molecules with ideal drug-likeliness and pharmacokinetic properties were selected and docked against fourteen targets, and their binding energies were compared with the binding energy of the interaction between Chloroquine and Hydroxychloroquine to their usual targets. The stabilities of selected docked complexes were confirmed by MD simulation and energy calculations. Four natural molecules demonstrated profound binding to most of the prioritized targets, especially, Hyoscyamine and Tamaridone to spike glycoprotein and Rotiorinol-C and Scutifoliamide-A to replicase polyprotein-1ab main protease of SARS-CoV-2 showed better binding energy, conformational and dynamic stabilities compared to the binding energy of Chloroquine and its usual target glutathione-S-transferase. The aforementioned lead molecules can be used to develop novel therapeutic agents towards the protein targets of SARS-CoV-2, and the study provides significant insight for structure-based drug development against COVID-19.

Crystal Structure of the Kinase Domain of MerTK in Complex with AZD7762 Provides Clues for Structure-Based Drug Development.

Aberrant tyrosine-protein kinase Mer (MerTK) expression triggers prosurvival signaling and contributes to cell survival, invasive motility, and chemoresistance in many kinds of cancers. In addition, recent reports suggested that MerTK could be a primary target for abnormal platelet aggregation. Consequently, MerTK inhibitors may promote cancer cell death, sensitize cells to chemotherapy, and act as new antiplatelet agents. We screened an inhouse chemical library to discover novel small-molecule MerTK inhibitors, and identified AZD7762, which is known as a checkpoint-kinase (Chk) inhibitor. The inhibition of MerTK by AZD7762 was validated using an in vitro homogeneous time-resolved fluorescence (HTRF) assay and through monitoring the decrease in phosphorylated MerTK in two lung cancer cell lines. We also determined the crystal structure of the MerTK:AZD7762 complex and revealed the binding mode of AZD7762 to MerTK. Structural information from the MerTK:AZD7762 complex and its comparison with other MerTK:inhibitor structures gave us new insights for optimizing the development of inhibitors targeting MerTK.

The role of NMR in leveraging dynamics and entropy in drug design.

Summary:Nuclear Magnetic Resonance (NMR) spectroscopy has contributed to structure-based drug development (SBDD) in a unique way compared to the other biophysical methods. The potency of a ligand binding to a protein is dictated by the binding free energy, which is an intricate interplay between entropy and enthalpy. In addition to providing the atomic resolution structural information, NMR can help to identify protein-ligand interactions that potentially contribute to the enthalpic component of the free energy. NMR can also illuminate dynamic aspects of the interaction, which correspond to the entropic term of the free energy. The ability of NMR to access both terms in the free energy equation stems from the suite of experiments developed to shed light on various aspects that contribute to both entropy and enthalpy, deepening our understanding of the biological function of macromolecules and assisting to target them in physiological conditions. Here we provide a brief account of the contribution of NMR to SBDD, highlighting hallmark examples and discussing the challenges that demand further method development. In the era of integrated biology, the unique ability of NMR to directly ascertain structural and dynamical aspects of macromolecule and monitor changes in these properties upon engaging a ligand can be combined with computational and other structural and biophysical methods to provide a more complete picture of the energetics of drug engagement with the target. Such efforts can be used to engineer better drugs.

Prospects for antimicrobial development in the cryo-EM era - a focus on the ribosome.

Resistance to antimicrobial drugs used to treat bacterial, viral, fungal and parasitic infections is a major health concern requiring a coordinated response across the globe. An important aspect in the fight against antimicrobial resistance is the development of novel drugs that are effective against resistant pathogens. Drug development is a complex trans-disciplinary endeavor, in which structural biology plays a major role by providing detailed functional and mechanistic information on an antimicrobial target and its interactions with small molecule inhibitors. Although X-ray crystallography and nuclear magnetic resonance have until now been the methods of choice to characterize microbial targets and drive structure-based drug development, cryo-electron microscopy is rapidly gaining ground in these areas. In this perspective, we will discuss how cryo-electron microscopy is changing our understanding of an established antimicrobial target, the ribosome, and how methodological developments could help this technique become an integral part of the antimicrobial drug discovery pipeline.

Crystal Structure of the Apo and the ADP-Bound Form of Choline Kinase from Plasmodium falciparum

Among the malaria-causing parasites, the deadliest is Plasmodium falciparum, which accounts for the majority of the fatalities. As the infection progresses inside erythrocytes, major cellular and metabolic changes take place. For its own growth, the parasite relies on the accumulation of phospholipids, which are essential for membrane synthesis. Within the Kennedy pathway, the P. falciparum choline kinase (PfChoK) has a central role in the biosynthesis of phosphatidylcholine and its selective inhibition leads to the parasite arrest and eradication. Here, we report the crystal structure of the apo and the ADP-bound form of choline kinase from Plasmodium falciparum at 2.0 and 2.2 Å resolution, respectively. These new structural data will facilitate the implementation of effective structure-based drug development strategies against PfChoK in the fight against malaria.

Synthesis of paramagnetic ligands that target the C-terminal binding site of Hsp90

Identification of a ligand binding site represents the starting point for a structure-based drug development program. Lack of a binding site hampers the development of improved ligands that modulate the protein of interest. In this letter, we describe the development of chemical tools that will allow for elucidation of the Hsp90 C-terminal ligand binding site. Our strategy is based on the preparation of paramagnetic analogs of KU-596, an investigational new drug that is currently undergoing clinical trials for the treatment of neuropathy and interacts with the Hsp90 C-terminal domain. In particular, we report the design and synthesis of three novel paramagnetic analogs of KU-596, which will be used to obtain long range distances for NMR structural studies of Hsp90 in complex with C-terminal ligands.

Drug Screening in Human Cells by NMR Spectroscopy Allows the Early Assessment of Drug Potency.

Structure‐based drug development is often hampered by the lack of in vivo activity of promising compounds screened in vitro, due to low membrane permeability or poor intracellular binding selectivity. Herein, we show that ligand screening can be performed in living human cells by “intracellular protein‐observed” NMR spectroscopy, without requiring enzymatic activity measurements or other cellular assays. Quantitative binding information is obtained by fast, inexpensive 1H NMR experiments, providing intracellular dose‐ and time‐dependent ligand binding curves, from which kinetic and thermodynamic parameters linked to cell permeability and binding affinity and selectivity are obtained. The approach was applied to carbonic anhydrase and, in principle, can be extended to any NMR‐observable intracellular target. The results obtained are directly related to the potency of candidate drugs, that is, the required dose. The application of this approach at an early stage of the drug design pipeline could greatly increase the low success rate of modern drug development.

Identification and evaluation of quercetin as a potential inhibitor of naphthoate synthase from Enterococcus faecalis.

Enterococcus faecalis is a gram-positive, rod-shape bacteria responsible for around 65% to 80% of all enterococcal nosocomial infections. It is multidrug resistant (MDR) bacterium resistant to most of the first-line antibiotics. Due to the emergence of MDR strains, there is an urgent need to find novel targets to develop new antibacterial drugs against E.faecalis. In this regard, we have identified naphthoate synthase (1,4-dihydroxy-2-naphthoyl-CoA synthase, EC: 4.1.3.36; DHNS) as an anti-E. faecalis target, as it is an essential enzyme for menaquinone (vitamin K2 ) synthetic pathway in the bacterium. Thus, inhibiting naphtholate synthase may consequently inhibit the bacteria's growth. In this regard, we report here cloning, expression, purification, and preliminary structural studies of naphthoate synthase along with in silico modeling, molecular dynamic simulation of the model and docking studies of naphthoate synthase with quercetin, a plant alkaloid. Biochemical studies have indicated quercetin, a plant flavonoid as the potential lead compound to inhibit catalytic activity of EfDHNS. Quercetin binding has also been validated by spectrofluorimetric studies in order to confirm the bindings of the ligand compound with EfDHNS at ultralow concentrations. Reported studies may provide a base for structure-based drug development of antimicrobial compounds against E.faecalis.

Ligand design for somatostatin receptor isoforms 4 and 5

The somatostatin receptor (SSTR) isoforms, SSTR-4 and SSTR-5 are targets in numerous disorders and diseases. Although there has been some success in achieving selective isoform inhibition, structure-based drug design and development in this area has faced a challenge, mainly attributed to the lack of availability of SSTR-4 and SSTR-5 crystal structures. Previous structure activity relationship (SAR) studies have included work on non-peptide peptidomimetics or β-turn peptidal peptidomimetics where side chains of lysine, tryptophan, and phenylalanine (i.e. functional epitopes) are presented on a scaffold or molecular framework. However, there could be more structural information that would help design ligands selective for one or more of these isoforms. Here, we include synthesis of new mimetics and include their evaluation as ligands for SSTR-4 and SSTR-5. Inhibitors based on small to larger sized scaffolds (ManNAc, iminosugars, Eannaphane macrocycles, acyclic and cyclised peptide structures) are compared. These scaffolds have been grafted with side chains of lysine, tryptophan, and phenylalanine or similar bioisosteres/pharmacophoric groups. A new macrocycle as well as an iminosugar derivative show 5-fold or greater selectivity for SSTR-4 over SSTR-5. A new glycopeptide presenting GlcNAc showed ∼6 fold selectivity for SSTR-5, which contrasted with the non-glycosylated peptide. A number of non-peptide dual inhibitors (Ki values of 0.58 μM to 5 μM) were also identified. Conceivable molecular interactions of these inhibitors were studied with newly constructed homology models of SSTR-4 and SSTR-5 isoforms.

Nonstructural Proteins of Alphavirus-Potential Targets for Drug Development.

Alphaviruses are enveloped, positive single-stranded RNA viruses, typically transmitted by arthropods. They often cause arthralgia or encephalitic diseases in infected humans and there is currently no targeted antiviral treatment available. The re-emergence of alphaviruses in Asia, Europe, and the Americas over the last decade, including chikungunya and o’nyong’nyong viruses, have intensified the search for selective inhibitors. In this review, we highlight key molecular determinants within the alphavirus replication complex that have been identified as viral targets, focusing on their structure and functionality in viral dissemination. We also summarize recent structural data of these viral targets and discuss how these could serve as templates to facilitate structure-based drug design and development of small molecule inhibitors.

The benefits of in silico modeling to identify possible small-molecule drugs and their off-target interactions.

The research into the use of small molecules as drugs continues to be a key driver in the development of molecular databases, computer-aided drug design software and collaborative platforms. The evolution of computational approaches is driven by the essential criteria that a drug molecule has to fulfill, from the affinity to targets to minimal side effects while having adequate absorption, distribution, metabolism, and excretion (ADME) properties. A combination of ligand- and structure-based drug development approaches is already used to obtain consensus predictions of small molecule activities and their off-target interactions. Further integration of these methods into easy-to-use workflows informed by systems biology could realize the full potential of available data in the drug discovery and reduce the attrition of drug candidates.

Abstract A110: Hypoxia-selective DNA-PK inhibitor

Abstract Targeting tumor hypoxia continues to be a goal of translational radiation oncology owing to overwhelming preclinical and clinical validation of the importance of tumor oxygenation to radiation sensitivity. We describe a rational, structure-based drug development and characterization program for novel prodrugs that can target DNA-PK selectively within hypoxic tumor cells. The dual selectivity of these prodrugs has the potential to substantially improve the therapeutic index of radiation therapy used to treat numerous cancers. Using several biochemical, cell and novel tissue-based screening systems we explored the mechanistic and biologic activity of two new classes of DNA-PK inhibitors. Iterative improvements in molecular activity were driven by high-throughput assays utilizing both immunostaining and clonogenic survival endpoints. Kinase selectivity and in vitro ADME assays facilitated the identification of drug-like compounds with the potential for good oral bioavailability. 3D-tissue culture models helped explore tissue penetration and bystander effects and experiments analyzing the oxygen dependence of prodrug cleavage to the active DNA-PK inhibitors guided the selection of hypoxic trigger moieties. Novel parental compounds and hypoxia-activated prodrugs in two distinct chemical classes that are potent inhibitors of DNA-PK have been developed. Lead compounds exhibit high in vitro potency and good oral drug-like properties and show significant enhancement of radiation-induced cytotoxicity. In vivo experiments indicate excellent oral bioavailability with plasma T½‘s exceeding 30 minutes and significant antitumor activity against human xenografts. Citation Format: Alastair H. Kyle, Jennifer H.E. Baker, Karen H. Fryer, Judit Bana áth, Taixiang Wang, Soraya S. Porres, Sam E. Mann, George Hynd, Keith Menear, Andrew I. Minchinton. Hypoxia-selective DNA-PK inhibitor [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2017 Oct 26-30; Philadelphia, PA. Philadelphia (PA): AACR; Mol Cancer Ther 2018;17(1 Suppl):Abstract nr A110.

Nanopeptides: Non-Covalent Interactions in Chemistry and Biological Functions

The interactions involving the side chains of weakly polar aromatic amino acid residues, e.g. Phenylalanine (Phe), Tyrosine (Tyr) and Tryptophan (Trp) generally reside at the interior of proteins and help in the stabilization of globular protein structures. The aromatic electron cloud of the aromatic rings of these amino acids are delocalized on both sides of the planer rings, so that there is a small partial negative charge on the face and a small partial positive charge on the hydrogen atoms of the edge, which leads to the possibility of electrostatic interactions. These interaction play a vital role nanofiber based vaccine adjuvants, and cocaine vaccine development and increasing interest and structure based drug development. Apart from electrostatic forces, aromatic interactions also consist of van der Waals and hydrophobic forces. These weakly polar interactions are enthalpically comparable to a hydrogen bond. Protein engineering methods have revealed that introducing aromatic pairs and aromatic clusters increases the thermal stability of proteins and it has been demonstrated that the introduction of an additional aromatic interaction improved the thermophilicity and thermostability of the family of 11 xylanase.1-6 These weakly polar interactions also have a significant role in the stability of DNA. Different types of weakly polar interactions involving the aromatic side chains are discussed below.

Protein Translation Enzyme lysyl-tRNA Synthetase Presents a New Target for Drug Development against Causative Agents of Loiasis and Schistosomiasis.

Helminth parasites are an assemblage of two major phyla of nematodes (also known as roundworms) and platyhelminths (also called flatworms). These parasites are a major human health burden, and infections caused by helminths are considered under neglected tropical diseases (NTDs). These infections are typified by limited clinical treatment options and threat of drug resistance. Aminoacyl-tRNA synthetases (aaRSs) are vital enzymes that decode genetic information and enable protein translation. The specific inhibition of pathogen aaRSs bores well for development of next generation anti-parasitics. Here, we have identified and annotated aaRSs and accessory proteins from Loa loa (nematode) and Schistosoma mansoni (flatworm) to provide a glimpse of these protein translation enzymes within these parasites. Using purified parasitic lysyl-tRNA synthetases (KRSs), we developed series of assays that address KRS enzymatic activity, oligomeric states, crystal structure and inhibition profiles. We show that L. loa and S. mansoni KRSs are potently inhibited by the fungal metabolite cladosporin. Our co-crystal structure of Loa loa KRS-cladosporin complex reveals key interacting residues and provides a platform for structure-based drug development. This work hence provides a new direction for both novel target discovery and inhibitor development against eukaryotic pathogens that include L. loa and S. mansoni.

From SubPAR to PAR, into the CryoEM, and More Macrolides

Every month the editors of Cell Chemical Biology bring you highlights of the most recent chemical biology literature. Our June 2016 selection includes new efforts to map ADP-ribosylation sites and get a deeper view of their functional relevance, an illustration of why cryoEM should now be considered an important player in facilitating structure-based drug development and design, and a new way to synthesize a wide range of macrolide antibiotics.

Nanopeptides: Non - Covalent Interactions in Chemistry and Biological Functions

The interactions involving the side chains of weakly polar aromatic amino acid residues, e.g., Phenylalanine (Phe), Tyrosine (Tyr) and Tryptophan (Trp) generally reside at the interior of proteins and help in the stabilization of globular protein structures. The aromatic electron cloud of the aromatic rings of these amino acids are delocalized on both sides of the planer rings, so that there is a small partial negative charge on the face and a small partial positive charge on the hydrogen atoms of the edge, which leads to the possibility of electrostatic interactions. These interaction play a vital role nanofiber based vaccine adjuvants, and cocaine vaccine development and increasing interest and structure based drug development. Apart from electrostatic forces, aromatic interactions also consist of van der Waals and hydrophobic forces. These weakly polar interactions are enthalpically comparable to a hydrogen bond. Protein engineering methods have revealed that introducing aromatic pairs and aromatic clusters increases the thermal stability of proteins and it has been demonstrated that the introduction of an additional aromatic interaction improved the thermophilicity and thermostability of the family of 11 xylanase. These weakly polar interactions also have a significant role in the stability of DNA. Different types of weakly polar interactions involving the aromatic side chains are discussed below.