93 results on '"R. Scott Lokey"'
Search Results
2. Conformation and Permeability: Cyclic Hexapeptide Diastereomers.
- Author
-
Satoshi Ono, Matthew R. Naylor, Chad E. Townsend, Chieko Okumura, Okimasa Okada, and R. Scott Lokey
- Published
- 2019
- Full Text
- View/download PDF
3. An exon skipping screen identifies antitumor drugs that are potent modulators of pre-mRNA splicing, suggesting new therapeutic applications.
- Author
-
Yihui Shi, Walter Bray, Alexander J Smith, Wei Zhou, Joy Calaoagan, Chandraiah Lagisetti, Lidia Sambucetti, Phillip Crews, R Scott Lokey, and Thomas R Webb
- Subjects
Medicine ,Science - Abstract
Agents that modulate pre-mRNA splicing are of interest in multiple therapeutic areas, including cancer. We report our recent screening results with the application of a cell-based Triple Exon Skipping Luciferase Reporter (TESLR) using a library that is composed of FDA approved drugs, clinical compounds, and mechanistically characterized tool compounds. Confirmatory assays showed that three clinical antitumor therapeutic candidates (milciclib, PF-3758309 and PF-562271) are potent splicing modulators and that these drugs are, in fact, nanomolar inhibitors of multiple kinases involved in the regulation the spliceosome. We also report the identification of new SF3B1 antagonists (sudemycinol C and E) and show that these antagonists can be used to develop a displacement assay for SF3B1 small molecule ligands. These results further support the broad potential for the development of agents that target the spliceosome for the treatment of cancer and other diseases, as well as new avenues for the discovery of new chemotherapeutic agents for a range of diseases.
- Published
- 2020
- Full Text
- View/download PDF
4. Getting bifunctional molecules into cells
- Author
-
R. Scott Lokey and Cameron Pye
- Subjects
Multidisciplinary - Abstract
A class of transmembrane proteins helps shuttle large drugs across the cell membrane
- Published
- 2022
5. Reevaluation of a Bicyclic Pyrazoline as a Selective 15-Lipoxygenase V-Type Activator Possessing Fatty Acid Specificity
- Author
-
Christopher van Hoorebeke, Kevin Yang, Samuel J. Mussetter, Grant Koch, Natalie Rutz, R. Scott Lokey, Phillip Crews, and Theodore R. Holman
- Subjects
General Chemical Engineering ,General Chemistry - Abstract
Regulation of lipoxygenase (LOX) activity is of great interest due to the involvement of the various LOX isoforms in the inflammatory process and hence many diseases. The bulk of investigations have centered around the discovery and design of inhibitors. However, the emerging understanding of the role of h15-LOX-1 in the resolution of inflammation provides a rationale for the development of activators as well. Bicyclic pyrazolines are known bioactive molecules that have been shown to display antibiotic and anti-inflammatory activities. In the current work, we reevaluated a previously discovered bicyclic pyrazoline h15-LOX-1 activator, PKUMDL_MH_1001 (written as
- Published
- 2022
6. Identifying the Cellular Target of Cordyheptapeptide A and Synthetic Derivatives
- Author
-
Alexandra C Turmon, Matthew R. Naylor, R. Scott Lokey, Okimasa Okada, Hao-Yuan Wang, Walter M. Bray, Joshua Schwochert, Quinn Edmondson, Satoshi Ono, Jack Taunton, Victoria G. Klein, and Justin H Faris
- Subjects
Protein Synthesis Inhibitors ,chemistry.chemical_classification ,Molecular Structure ,Membrane permeability ,Chemistry ,Antineoplastic Agents ,General Medicine ,Peptides, Cyclic ,Biochemistry ,Article ,Cyclic peptide ,Elongation factor ,Structure-Activity Relationship ,Peptide Elongation Factor 1 ,Eukaryotic translation ,Cell culture ,Cell Line, Tumor ,Protein Biosynthesis ,Side chain ,Humans ,Molecular Medicine ,Cytotoxicity ,Solid-Phase Synthesis Techniques ,Intracellular - Abstract
Cordyheptapeptide A is a lipophilic cyclic peptide from the prized Cordyceps fungal genus that shows potent cytotoxicity in multiple cancer cell lines. To better understand the bioactivity and physicochemical properties of cordyheptapeptide A with the ultimate goal of identifying its cellular target, we developed a solid-phase synthesis of this multiply N-methylated cyclic heptapeptide which enabled rapid access to both side chain- and backbone-modified derivatives. Removal of one of the backbone amide N-methyl (N-Me) groups maintained bioactivity, while membrane permeability was also preserved due to the formation of a new intramolecular hydrogen bond in a low dielectric solvent. Based on its cytotoxicity profile in the NCI-60 cell line panel, as well as its phenotype in a microscopy-based cytological assay, we hypothesized that cordyheptapeptide was acting on cells as a protein synthesis inhibitor. Further studies revealed the molecular target of cordyheptapeptide A to be the eukaryotic translation elongation factor 1A (eEF1A), a target shared by other lipophilic cyclic peptide natural products. This work offers a strategy to study and improve cyclic peptide natural products while highlighting the ability of these lipophilic compounds to effectively inhibit intracellular disease targets.
- Published
- 2021
- Full Text
- View/download PDF
7. Evidence for aggregation-independent, PrP C -mediated Aβ cellular internalization
- Author
-
Alejandro R. Foley, Glenn L. Millhauser, Amanda Smart, Thomas S. Finn, R. Scott Lokey, Ka Chan, Kevin Yang, Jevgenij A. Raskatov, and Graham Roseman
- Subjects
chemistry.chemical_classification ,Multidisciplinary ,biology ,Amyloid beta ,media_common.quotation_subject ,Peptide ,Cell biology ,Mediator ,chemistry ,Docking (molecular) ,Toxicity ,biology.protein ,Prion protein ,Receptor ,Internalization ,media_common - Abstract
Evidence linking amyloid beta (Aβ) cellular uptake and toxicity has burgeoned, and mechanisms underlying this association are subjects of active research. Two major, interconnected questions are whether Aβ uptake is aggregation-dependent and whether it is sequence-specific. We recently reported that the neuronal uptake of Aβ depends significantly on peptide chirality, suggesting that the process is predominantly receptor-mediated. Over the past decade, the cellular prion protein (PrPC) has emerged as an important mediator of Aβ-induced toxicity and of neuronal Aβ internalization. Here, we report that the soluble, nonfibrillizing Aβ (1-30) peptide recapitulates full-length Aβ stereoselective cellular uptake, allowing us to decouple aggregation from cellular, receptor-mediated internalization. Moreover, we found that Aβ (1-30) uptake is also dependent on PrPC expression. NMR-based molecular-level characterization identified the docking site on PrPC that underlies the stereoselective binding of Aβ (1-30). Our findings therefore identify a specific sequence within Aβ that is responsible for the recognition of the peptide by PrPC, as well as PrPC-dependent cellular uptake. Further uptake stereodifferentiation in PrPC-free cells points toward additional receptor-mediated interactions as likely contributors for Aβ cellular internalization. Taken together, our results highlight the potential of targeting cellular surface receptors to inhibit Aβ cellular uptake as an alternative route for future therapeutic development for Alzheimer's disease.
- Published
- 2020
- Full Text
- View/download PDF
8. Drug‐Like Properties in Macrocycles above MW 1000: Backbone Rigidity versus Side‐Chain Lipophilicity
- Author
-
R. Scott Lokey, Victoria G. Klein, Daigo Asano, Quinn Edmondson, Cameron R. Pye, Akihiro Furukawa, Joshua Schwochert, Satoshi Ono, Okimasa Okada, and Alexandra C Turmon
- Subjects
chemistry.chemical_classification ,Macrocyclic Compounds ,Molecular Structure ,Membrane permeability ,010405 organic chemistry ,Peptoid ,General Medicine ,General Chemistry ,010402 general chemistry ,01 natural sciences ,Combinatorial chemistry ,Article ,Catalysis ,Cyclic peptide ,Chemical space ,0104 chemical sciences ,Molecular Weight ,chemistry.chemical_compound ,Rigidity (electromagnetism) ,chemistry ,Lipophilicity ,Side chain ,Peptides ,Hydrophobic and Hydrophilic Interactions ,ADME - Abstract
Large, macrocyclic peptides can achieve surprisingly high membrane permeability, although the properties that govern permeability in this chemical space are only beginning to come into focus. We generated two libraries of cyclic decapeptides with stable, cross-β conformations, and found that peptoid substitutions within the β-turns of the macrocycle preserved the rigidity of the parent scaffold, whereas peptoid substitutions in the opposing β-strands led to “chameleonic” species that were rigid in nonpolar media but highly flexible in water. Both rigid and chameleonic compounds showed high permeability over a wide lipophilicity range, with peak permeabilities differing significantly depending on scaffold rigidity. Our findings indicate that modulating lipophilicity can be used to engineer favorable ADME properties into both rigid and flexible macrocyclic peptides, and that scaffold rigidity can be used to tune optimal lipophilicity.
- Published
- 2020
- Full Text
- View/download PDF
9. A New Amino Acid for Improving Permeability and Solubility in Macrocyclic Peptides through Side Chain-to-Backbone Hydrogen Bonding
- Author
-
Jaru Taechalertpaisarn, Satoshi Ono, Okimasa Okada, Timothy C. Johnstone, and R. Scott Lokey
- Subjects
Cyclic ,Medicinal & Biomolecular Chemistry ,Organic Chemistry ,Hydrogen Bonding ,Pharmacology and Pharmaceutical Sciences ,Amides ,Peptides, Cyclic ,Permeability ,Medicinal and Biomolecular Chemistry ,Solubility ,Drug Discovery ,Molecular Medicine ,Amino Acids ,Peptides - Abstract
Despite the notoriously poor membrane permeability of peptides in general, many cyclic peptide natural products show high passive membrane permeability and potently inhibit a variety of “undruggable” intracellular targets. A major impediment to designing cyclic peptides with good permeability is the high desolvation energy associated with the peptide backbone amide NH groups. Strategies for mitigating the deleterious effect of the backbone NH group on permeability include N-methylation, steric occlusion, and the formation of intramolecular hydrogen bonds with backbone carbonyl oxygens, while there have been relatively few studies on the use of polar side chains to sequester backbone NH groups. We investigated the ability of N,N-pyrrolidinyl glutamine (Pye), whose side chain contains a powerful hydrogen bond accepting C=O amide group but no hydrogen bond donors, to sequester exposed backbone NH groups in a series of cyclic hexapeptide diastereomers. Analyses of partition coefficients, lipophilic permeability efficiencies (LPE), artificial and cell-based permeability assays revealed that specific Leu-to-Pye substitutions conferred dramatic improvements in aqueous solubility and permeability in a scaffold- and position-dependent manner. Introduction of the Pye residue thus offers a complementary tool, alongside traditional approaches, for improving membrane permeability and solubility in cyclic peptides.
- Published
- 2022
10. Cross‐species chemogenomic profiling reveals evolutionarily conserved drug mode of action
- Author
-
Laura Kapitzky, Pedro Beltrao, Theresa J Berens, Nadine Gassner, Chunshui Zhou, Arthur Wüster, Julie Wu, M Madan Babu, Stephen J Elledge, David Toczyski, R Scott Lokey, and Nevan J Krogan
- Subjects
chemogenomics ,evolution ,modularity ,Biology (General) ,QH301-705.5 ,Medicine (General) ,R5-920 - Abstract
Abstract We present a cross‐species chemogenomic screening platform using libraries of haploid deletion mutants from two yeast species, Saccharomyces cerevisiae and Schizosaccharomyces pombe. We screened a set of compounds of known and unknown mode of action (MoA) and derived quantitative drug scores (or D‐scores), identifying mutants that are either sensitive or resistant to particular compounds. We found that compound–functional module relationships are more conserved than individual compound–gene interactions between these two species. Furthermore, we observed that combining data from both species allows for more accurate prediction of MoA. Finally, using this platform, we identified a novel small molecule that acts as a DNA damaging agent and demonstrate that its MoA is conserved in human cells.
- Published
- 2010
- Full Text
- View/download PDF
11. Cyclosporin A: Conformational Complexity and Chameleonicity
- Author
-
Matthew R. Naylor, Okimasa Okada, Chad E. Townsend, Chieko Okumura, R. Scott Lokey, Satoshi Ono, and Hsiau-Wei Lee
- Subjects
Cyclohexane ,Force field (physics) ,Stereochemistry ,Protein Conformation ,General Chemical Engineering ,Molecular Conformation ,Water ,General Chemistry ,Library and Information Sciences ,Molecular Dynamics Simulation ,Article ,Computer Science Applications ,chemistry.chemical_compound ,Molecular dynamics ,chemistry ,Cyclosporin a ,Cyclosporine ,Solvents ,Conformational ensembles ,Conformational isomerism ,Isomerization ,Cis–trans isomerism - Abstract
The chameleonic behavior of cyclosporin A (CsA) was investigated through conformational ensembles employing multicanonical molecular dynamics simulations that could sample the cis and trans isomers of N-methylated amino acids; these assessments were conducted in explicit water, dimethyl sulfoxide, acetonitrile, methanol, chloroform, cyclohexane (CHX), and n-hexane (HEX) using AMBER ff03, AMBER10:EHT, AMBER12:EHT, and AMBER14:EHT force fields. The conformational details were discussed employing the free-energy landscapes (FELs) at T = 300 K; it was observed that the experimentally determined structures of CsA were only a part of the conformational space. Comparing the ROESY measurements in CHX-d12 and HEX-d14, the major conformations in those apolar solvents were essentially the same as that in CDCl3 except for the observation of some sidechain rotamers. The effects of the metal ions on the conformations, including the cis/trans isomerization, were also investigated. Based on the analysis of FELs, it was concluded that the AMBER ff03 force field best described the experimentally derived conformations, indicating that CsA intrinsically formed membrane-permeable conformations and that the metal ions might be the key to the cis/trans isomerization of N-methylated amino acids before binding a partner protein.
- Published
- 2021
12. Amide-to-ester substitution as a strategy for optimizing PROTAC permeability and cellular activity
- Author
-
Victoria G. Klein, Adam G. Bond, Conner Craigon, Alessio Ciulli, and R. Scott Lokey
- Subjects
Cell Membrane Permeability ,Ubiquitin-Protein Ligases ,Cooperativity ,Protein degradation ,Ligands ,01 natural sciences ,Article ,Madin Darby Canine Kidney Cells ,03 medical and health sciences ,chemistry.chemical_compound ,Dogs ,Amide ,Drug Discovery ,Animals ,Bifunctional ,Ternary complex ,030304 developmental biology ,0303 health sciences ,010405 organic chemistry ,Reproducibility of Results ,Esters ,Hydrogen Bonding ,Amides ,Combinatorial chemistry ,0104 chemical sciences ,chemistry ,Permeability (electromagnetism) ,Proteolysis ,Lipophilicity ,Lipinski's rule of five ,Molecular Medicine ,Oligopeptides - Abstract
Bifunctional PROTAC degraders belong to "beyond Rule of 5" chemical space, and criteria for predicting their drug-like properties are underdeveloped. PROTAC components are often combined via late-stage amide couplings, due to the reliability and robustness of amide bond formation. Amides, however, can give rise to low cellular permeability and poor ADME properties. We hypothesized that a bioisosteric replacement of an amide with a less polar ester could lead to improvements in both physicochemical properties and bioactivity. Using a library of model compounds, bearing either amides or esters at various linker-warhead junctions, we identify parameters for optimal compound lipophilicity and permeability. We next applied these learnings to design a set of novel amide-to-ester substituted, VHL-based BET degraders with increased permeability. Our ester-PROTACs remarkably retained intracellular stability, were overall more potent degraders than their amide counterparts and showed an earlier onset of the hook effect. These enhanced cellular features were found to be driven by greater cell permeability rather than improvements in ternary complex formation. This largely unexplored amide-to-ester substitution therefore provides a simple and practical strategy to enhance PROTAC permeability and degradation performance. Such approach could prove equally beneficial to other classes of beyond Ro5 molecules.
- Published
- 2021
- Full Text
- View/download PDF
13. Developing Cyclic Peptomers as Broad-Spectrum Type III Secretion System Inhibitors in Gram-Negative Bacteria
- Author
-
Alejandro Cabrera-Cortez, Annalyse Lalljie, Karen Hug, Hanh Lam, Jessica Sherry, Victoria Auerbuch, R. Scott Lokey, Joanne N. Engel, Tannia Lau, and Adam Lentz
- Subjects
Gram-negative bacteria ,antibiotic resistance ,Virulence ,Yersinia ,Type three secretion system ,Microbiology ,cyclic peptide ,03 medical and health sciences ,Bacterial Proteins ,Salmonella ,Type III Secretion Systems ,Yersinia pseudotuberculosis ,Humans ,Pharmacology (medical) ,Secretion ,Chlamydia ,Mechanisms of Action: Physiological Effects ,030304 developmental biology ,Pharmacology ,chemistry.chemical_classification ,0303 health sciences ,biology ,030306 microbiology ,biochemical phenomena, metabolism, and nutrition ,biology.organism_classification ,Cyclic peptide ,type III secretion system ,inhibitor ,Infectious Diseases ,chemistry ,Pseudomonas aeruginosa ,bacteria ,Bacteria ,HeLa Cells - Abstract
Antibiotic-resistant bacteria are an emerging global health threat. New antimicrobials are urgently needed. The injectisome type III secretion system (T3SS), required by dozens of Gram-negative bacteria for virulence but largely absent from nonpathogenic bacteria, is an attractive antimicrobial target. We previously identified synthetic cyclic peptomers, inspired by the natural product phepropeptin D, that inhibit protein secretion through the Yersinia Ysc and Pseudomonas aeruginosa Psc T3SSs but do not inhibit bacterial growth. Here, we describe the identification of an isomer, 4EpDN, that is 2-fold more potent (50% inhibitory concentration [IC50] of 4 μM) than its parental compound. Furthermore, 4EpDN inhibited the Yersinia Ysa and the Salmonella SPI-1 T3SSs, suggesting that this cyclic peptomer has broad efficacy against evolutionarily distant injectisome T3SSs. Indeed, 4EpDN strongly inhibited intracellular growth of Chlamydia trachomatis in HeLa cells, which requires the T3SS. 4EpDN did not inhibit the unrelated twin arginine translocation (Tat) system, nor did it impact T3SS gene transcription. Moreover, although the injectisome and flagellar T3SSs are evolutionarily and structurally related, the 4EpDN cyclic peptomer did not inhibit secretion of substrates through the Salmonella flagellar T3SS, indicating that cyclic peptomers broadly but specifically target the injectisome T3SS. 4EpDN reduced the number of T3SS needles detected on the surface of Yersinia pseudotuberculosis as detected by microscopy. Collectively, these data suggest that cyclic peptomers specifically inhibit the injectisome T3SS from a variety of Gram-negative bacteria, possibly by preventing complete T3SS assembly.
- Published
- 2021
14. Geometrically Diverse Lariat Peptide Scaffolds Reveal an Untapped Chemical Space of High Membrane Permeability
- Author
-
Colin N Kelly, Joshua Schwochert, Chad E. Townsend, Cameron R. Pye, R. Scott Lokey, Matthew R. Naylor, and Ajay N. Jain
- Subjects
chemistry.chemical_classification ,Models, Molecular ,Natural product ,Cell Membrane Permeability ,Membrane permeability ,Molecular Structure ,Peptide ,General Chemistry ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Catalysis ,Cyclic peptide ,Didemnin B ,Chemical space ,Article ,0104 chemical sciences ,chemistry.chemical_compound ,Colloid and Surface Chemistry ,Membrane ,chemistry ,Biophysics ,Side chain ,Humans ,Peptides - Abstract
Constrained, membrane-permeable peptides offer the possibility of engaging challenging intracellular targets. Structure-permeability relationships have been extensively studied in cyclic peptides whose backbones are cyclized from head to tail, like the membrane permeable and orally bioavailable natural product cyclosporine A. In contrast, the physicochemical properties of lariat peptides, which are cyclized from one of the termini onto a side chain, have received little attention. Many lariat peptide natural products exhibit interesting biological activities, and some, such as griselimycin and didemnin B, are membrane permeable and have intracellular targets. To investigate the structure-permeability relationships in the chemical space exemplified by these natural products, we generated a library of scaffolds using stable isotopes to encode stereochemistry and determined the passive membrane permeability of over 1000 novel lariat peptide scaffolds with molecular weights around 1000. Many lariats were surprisingly permeable, comparable to many known orally bioavailable drugs. Passive permeability was strongly dependent on N-methylation, stereochemistry, and ring topology. A variety of structure-permeability trends were observed including a relationship between alternating stereochemistry and high permeability, as well as a set of highly permeable consensus sequences. For the first time, robust structure-permeability relationships are established in synthetic lariat peptides exceeding 1000 compounds.
- Published
- 2021
15. The Passive Permeability Landscape Around Geometrically Diverse Hexa- and Heptapeptide Macrocycles
- Author
-
Matthew R. Naylor, Chad E. Townsend, Eva Jason, Quinn Edmondson, R. Scott Lokey, Joshua Schwochert, and Cameron R. Pye
- Subjects
Design phase ,chemistry.chemical_classification ,chemistry.chemical_compound ,Passive permeability ,chemistry ,Membrane permeability ,Peptide synthesis ,Peptoid ,HEXA ,Combinatorial chemistry ,DNA ,Cyclic peptide - Abstract
Recent advances in DNA and mRNA encoding technologies have enabled the discovery of high-affinity macrocyclic peptides and peptide-like ligands against virtually any protein target of interest. Unfortunately, even the most potent biochemical leads from these screening technologies often have weak cellular activity due to poor absorption. Biasing such libraries towards passive cell permeability in the design phase would facilitate development of leads against intracellular targets. We set out to empirically evaluate the intrinsic permeability of thousands of geometrically diverse hexa- and heptapeptide scaffolds by permuting backbone stereochemistry and N-methylation, and by including peptoid and β-amino acid residues at select positions, with the goals of providing a resource for biasing library-based screening efforts toward passive membrane permeability and studying the effects of the backbone elements introduced on a large number of compounds. Libraries were synthesized via standard split-pool solid phase peptide synthesis, and passive permeability was measured in pools of 150 compounds using a highly multiplexed version of the parallel artificial mem-brane permeability assay (PAMPA) under sink conditions. Compounds were identified using CycLS, a high-resolution mass spectrometry-based method that uses stable isotopes to encode stereochemistry and matches MSMS data to virtual fragment libraries based on the expected macrocyclic products. From the compounds that were identified with high confidence, 823 hexameric and 1330 heptameric scaffolds had PAMPA permeability coefficients greater than 1x10-6 cm/s. The prevalence of high permeability compounds in these two libraries suggests that passive permeability is achievable for hexa- and heptapeptides with highly diverse backbone geometries.
- Published
- 2020
- Full Text
- View/download PDF
16. Connecting the conformational behavior of cyclic octadepsipeptides with their ionophoric property and membrane permeability
- Author
-
Govindan Subramanian, Chad E. Townsend, R. Scott Lokey, Sanjay Menon, Marc-Olivier Ebert, Sereina Riniker, and Thomas Stadelmann
- Subjects
chemistry.chemical_classification ,010304 chemical physics ,Membrane permeability ,Ionophores ,010405 organic chemistry ,Chemistry ,Stereochemistry ,Hydrogen bond ,Organic Chemistry ,01 natural sciences ,Biochemistry ,Cyclic peptide ,Article ,0104 chemical sciences ,chemistry.chemical_compound ,Molecular dynamics ,Membrane ,Intramolecular force ,Amide ,0103 physical sciences ,Physical and Theoretical Chemistry ,Conformational isomerism - Abstract
Cyclic octadepsipeptides such as PF1022A and its synthetic derivative emodepside exhibit anthelmintic activity with the latter sold as a commercial drug treatment against gastrointestinal nematodes for animal health use. The structure–permeability relationship of these cyclic depsipeptides that could ultimately provide insights into the compound bioavailability is not yet well understood. The fully N-methylated amide backbone and apolar sidechain residues do not allow for the formation of intramolecular hydrogen bonds, normally observed in the membrane-permeable conformations of cyclic peptides. Hence, any understanding gained on these depsipeptides would serve as a prototype for future design strategies. In previous nuclear magnetic resonance (NMR) studies, two macrocyclic core conformers of emodepside were detected, one with all backbone amides in trans-configuration (hereon referred as the symmetric conformer) and the other with one amide in cis-configuration (hereon referred as the asymmetric conformer). In addition, these depsipeptides were also reported to be ionophores with a preference of potassium over sodium. In this study, we relate the conformational behavior of PF1022A, emodepside, and closely related analogs with their ionophoric characteristic probed using NMR and molecular dynamics (MD) simulations and finally evaluated their passive membrane permeability using PAMPA. We find that the equilibrium between the two core conformers shifts more towards the symmetric conformer upon addition of monovalent cations with selectivity for potassium over sodium. Both the NMR experiments and the theoretical Markov state models based on extensive MD simulations indicate a more rigid backbone for the asymmetric conformation, whereas the symmetric conformation shows greater flexibility. The experimental results further advocate for the symmetric conformation binding the cation. The PAMPA results suggest that the investigated depsipeptides are retained in the membrane, which may be advantageous for the likely target, a membrane-bound potassium channel., Organic & Biomolecular Chemistry, 18 (36), ISSN:1477-0520, ISSN:1477-0539
- Published
- 2020
17. Developing Cyclic Peptomers as Broad-Spectrum Gram negative Bacterial Type III Secretion System Inhibitors
- Author
-
Karen Hug, R. Scott Lokey, Jessica Sherry, Hanh Lam, Victoria Auerbuch, Tannia Lau, Alejandro Cabrera-Cortez, Adam Lentz, and Joanne N. Engel
- Subjects
biology ,Chemistry ,Pseudomonas aeruginosa ,Virulence ,Yersinia ,biology.organism_classification ,medicine.disease_cause ,Type three secretion system ,Microbiology ,Secretory protein ,medicine ,Secretion ,Pathogen ,Bacteria - Abstract
Antibiotic resistant bacteria are an emerging global health threat. New antimicrobials are urgently needed. The injectisome type III secretion system (T3SS), required by dozens of Gram-negative bacteria for virulence but largely absent from non-pathogenic bacteria, is an attractive antimicrobial target. We previously identified synthetic cyclic peptomers, inspired by the natural product phepropeptin D, that inhibit protein secretion through theYersiniaYsc andPseudomonas aeruginosaPsc T3SSs, but do not inhibit bacterial growth. Here we describe identification of an isomer, 4EpDN, that is two-fold more potent (IC504 μM) than its parental compound. Furthermore, 4EpDN inhibited theYersiniaYsa and theSalmonellaSPI-1 T3SSs, suggesting that this cyclic peptomer has broad efficacy against evolutionarily distant injectisome T3SSs. Indeed, 4EpDN strongly inhibited intracellular growth ofChlamydia trachomatisin HeLa cells, which requires the T3SS. 4EpDN did not inhibit the unrelated Twin arginine translocation (Tat) system, nor did it impact T3SS gene transcription. Moreover, although the injectisome and flagellar T3SSs are evolutionarily and structurally related, the 4EpDN cyclic peptomer did not inhibit secretion of substrates through theSalmonellaflagellar T3SS, indicating that cyclic peptomers broadly but specifically target the injestisome T3SS. 4EpDN reduced the number of T3SS basal bodies detected on the surface ofY. enterocolitica, as visualized using a fluorescent derivative of YscD, an inner membrane ring with low homology to flagellar protein FliG. Collectively, these data suggest that cyclic peptomers specifically inhibit the injectisome T3SS from a variety of Gram-negative bacteria, possibly by preventing complete T3SS assembly.IMPORTANCETraditional antibiotics target both pathogenic and commensal bacteria, resulting in a disruption of the microbiota, which in turn is tied to a number of acute and chronic diseases. The bacterial type III secretion system (T3SS) is an appendage used by many bacterial pathogens to establish infection, but is largely absent from commensal members of the microbiota. In this study, we identify a new derivative of the cyclic peptomer class of T3SS inhibitors. These compounds inhibit the T3SS of the nosocomial ESKAPE pathogenPseudomonas aeruginosaand enteropathogenicYersiniaandSalmonella. The impact of cyclic peptomers is specific to the T3SS, as other bacterial secretory systems are unaffected. Importantly, cyclic peptomers completely block replication ofChlamydia trachomatis, the causative agent of genital, eye, and lung infections, in human cells, a process that requires the T3SS. Therefore, cyclic peptomers represent promising virulence blockers that can specifically disarm a broad spectrum of Gram-negative pathogens.
- Published
- 2020
- Full Text
- View/download PDF
18. Understanding and Improving the Membrane Permeability of VH032-Based PROTACs
- Author
-
Andrea Testa, Kwok-Ho Chan, R. Scott Lokey, Chad E. Townsend, Victoria G. Klein, Chiara Maniaci, Alessio Ciulli, Michael Zengerle, and Scott J. Hughes
- Subjects
Letter ,Membrane permeability ,Proteolysis ,Selective degradation ,Synthetic membrane ,01 natural sciences ,Biochemistry ,Ubiquitin ,Drug Discovery ,medicine ,biology ,medicine.diagnostic_test ,010405 organic chemistry ,Chemistry ,Organic Chemistry ,structure−permeability relationships ,Chemical space ,0104 chemical sciences ,Ubiquitin ligase ,PAMPA ,010404 medicinal & biomolecular chemistry ,Proteasome ,Permeability (electromagnetism) ,biology.protein ,Biophysics ,permeability ,LPE - Abstract
Proteolysis targeting chimeras (PROTACs) are catalytic heterobifunctional molecules that can selectively degrade a protein of interest by recruiting a ubiquitin E3 ligase to the target, leading to its ubiquitylation and degradation by the proteasome. Most degraders lie outside the chemical space associated with most membrane-permeable drugs. Although many PROTACs have been described with potent activity in cells, our understanding of the relationship between structure and permeability in these compounds remains limited. Here, we describe a label-free method for assessing the permeability of several VH032-based PROTACs and their components by combining a parallel artificial membrane permeability assay (PAMPA) and a lipophilic permeability efficiency (LPE) metric. Our results show that the combination of these two cell-free membrane permeability assays provides new insight into PROTAC structure-permeability relationships and offers a conceptual framework for predicting the physicochemical properties of PROTACs in order to better inform the design of more permeable and more effective degraders.
- Published
- 2020
19. Amide-to-Ester Substitution Improves Membrane Permeability of a Cyclic Peptide Without Altering Its Three-Dimensional Structure
- Author
-
Colin N Kelly, R. Scott Lokey, Matthew R. Naylor, Yuki Hosono, Chad E. Townsend, Jumpei Morimoto, Shinsuke Sando, and Hsiau-Wei Lee
- Subjects
Depsipeptide ,chemistry.chemical_classification ,chemistry.chemical_compound ,Membrane permeability ,Chemistry ,Permeability (electromagnetism) ,Amide ,Rational design ,Biophysics ,Peptide bond ,Permeation ,Cyclic peptide - Abstract
Cyclic peptides are attractive molecules as inhibitors with high affinity and selectivity against intracellular protein-protein interactions (PPIs). On the other hand, cyclic peptides generally have low passive cell-membrane permeability, which makes it difficult to discover cyclic peptides that efficiently permeate into cells and inhibit intracellular PPIs. Here, we show that backbone amide-to-ester substitutions are useful for improving membrane permeability of peptides. Permeability in a series of model dipeptides increased upon amide-to-ester substitution. Amide-to-ester substitutions increased permeability in the same manner as amide-to-N-methyl amide substitutions, which are conventionally used for increasing permeability. Furthermore, amide-to-ester substitutions of exposed amides of a cyclic peptide successfully improved permeability. Conformational studies of the cyclic peptides using NMR and molecular mechanics calculations revealed that an amide-to-ester substitution of an exposed amide bond did not affect its low-energy conformation in CDCl3, in contrast with an N-methyl amide substitution. We envision that amide-to-ester substitution will be a potentially useful strategy for rational design of bioactive peptides with high membrane permeability.
- Published
- 2020
- Full Text
- View/download PDF
20. A cell-based screen reveals that the albendazole metabolite, albendazole sulfone, targets Wolbachia.
- Author
-
Laura R Serbus, Frederic Landmann, Walter M Bray, Pamela M White, Jordan Ruybal, R Scott Lokey, Alain Debec, and William Sullivan
- Subjects
Immunologic diseases. Allergy ,RC581-607 ,Biology (General) ,QH301-705.5 - Abstract
Wolbachia endosymbionts carried by filarial nematodes give rise to the neglected diseases African river blindness and lymphatic filariasis afflicting millions worldwide. Here we identify new Wolbachia-disrupting compounds by conducting high-throughput cell-based chemical screens using a Wolbachia-infected, fluorescently labeled Drosophila cell line. This screen yielded several Wolbachia-disrupting compounds including three that resembled Albendazole, a widely used anthelmintic drug that targets nematode microtubules. Follow-up studies demonstrate that a common Albendazole metabolite, Albendazole sulfone, reduces intracellular Wolbachia titer both in Drosophila melanogaster and Brugia malayi, the nematode responsible for lymphatic filariasis. Significantly, Albendazole sulfone does not disrupt Drosophila microtubule organization, suggesting that this compound reduces titer through direct targeting of Wolbachia. Accordingly, both DNA staining and FtsZ immunofluorescence demonstrates that Albendazole sulfone treatment induces Wolbachia elongation, a phenotype indicative of binary fission defects. This suggests that the efficacy of Albendazole in treating filarial nematode-based diseases is attributable to dual targeting of nematode microtubules and their Wolbachia endosymbionts.
- Published
- 2012
- Full Text
- View/download PDF
21. CycLS: Accurate, whole-library sequencing of cyclic peptides using tandem mass spectrometry
- Author
-
Akihiro Furukawa, Chad E. Townsend, Cameron R. Pye, R. Scott Lokey, Joshua Schwochert, and Quinn Edmondson
- Subjects
0301 basic medicine ,Quantification methods ,Sequence analysis ,Clinical Biochemistry ,Pharmaceutical Science ,Computational biology ,Tandem mass spectrometry ,Peptides, Cyclic ,Biochemistry ,03 medical and health sciences ,chemistry.chemical_compound ,Peptide Library ,Sequence Analysis, Protein ,Tandem Mass Spectrometry ,Drug Discovery ,Peptide library ,Molecular Biology ,Automated sequencing ,chemistry.chemical_classification ,Organic Chemistry ,Peptoid ,Cyclic peptide ,030104 developmental biology ,chemistry ,High mass ,Molecular Medicine ,Peptides - Abstract
Cyclic peptides are of great interest as therapeutic compounds due to their potential for specificity and intracellular activity, but specific compounds can be difficult to identify from large libraries without resorting to molecular encoding techniques. Large libraries of cyclic peptides are often DNA-encoded or linearized before sequencing, but both of those deconvolution strategies constrain the chemistry, assays, and quantification methods which can be used. We developed an automated sequencing program, CycLS, to identify cyclic peptides contained within large synthetic libraries. CycLS facilitates quick and easy identification of all library-members via tandem mass spectrometry data without requiring any specific chemical moieties or modifications within the library. Validation of CycLS against a library of 400 cyclic hexapeptide peptoid hybrids (peptomers) of unique mass yielded a result of 95% accuracy when compared against a simulated library size of 234,256 compounds. CycLS was also evaluated by resynthesizing pure compounds from a separate 1800-member library of cyclic hexapeptides and hexapeptomers with high mass redundancy. Of 22 peptides resynthesized, 17 recapitulated the retention times and fragmentation patterns assigned to them from the whole-library bulk assay results. Implementing a database-matching approach, CycLS is fast and provides a robust method for sequencing cyclic peptides that is particularly applicable to the deconvolution of synthetic libraries.
- Published
- 2018
- Full Text
- View/download PDF
22. The bioactive lipid (S)-sebastenoic acid impacts motility and dispersion in Vibrio cholerae
- Author
-
Walter M. Bray, Fitnat H. Yildiz, Mauro Salinas, R. Scott Lokey, Christopher J. A. Warner, Roger G. Linington, and David Zamorano-Sánchez
- Subjects
0301 basic medicine ,biology ,Chemistry ,High-throughput screening ,030106 microbiology ,Organic Chemistry ,Regulator ,Biofilm ,Motility ,Virulence ,General Chemistry ,biology.organism_classification ,medicine.disease_cause ,Phenotype ,Article ,Catalysis ,Actinobacteria ,Microbiology ,03 medical and health sciences ,Vibrio cholerae ,medicine - Abstract
Although Gram-negative bacterial pathogens continue to impart a substantial burden on global healthcare systems, much remains to be understood about aspects of basic physiology in these organisms. In recent years, cyclic-diguanylate (c-di-GMP) has emerged as a key regulator of a number of important processes related to pathogenicity, including biofilm formation, motility, and virulence. In an effort to discover chemical genetic probes for studying Vibrio cholerae we have developed a new motility-based high-throughput screen to identify compounds that modulate c-di-GMP levels. Using this new screening platform, we tested a library of microbially derived marine natural products extracts, leading to the discovery of the bioactive lipid (S)-sebastenoic acid. The evaluation of the effect of this new compound on bacterial motility, vpsL expression, and biofilm formation implied that (S)-sebastenoic acid may alter phenotypes associated to c-di-GMP signaling in V. cholerae.
- Published
- 2018
- Full Text
- View/download PDF
23. Using 1H and 13C NMR chemical shifts to determine cyclic peptide conformations: a combined molecular dynamics and quantum mechanics approach
- Author
-
Q. Nhu N. Nguyen, R. Scott Lokey, Dean J. Tantillo, and Joshua Schwochert
- Subjects
Physics ,Quantitative Biology::Biomolecules ,Karplus equation ,010405 organic chemistry ,Chemical shift ,General Physics and Astronomy ,Carbon-13 NMR ,Dihedral angle ,010402 general chemistry ,01 natural sciences ,0104 chemical sciences ,Molecular dynamics ,Computational chemistry ,Density functional theory ,Physical and Theoretical Chemistry ,Conformational ensembles ,Conformational isomerism - Abstract
Solving conformations of cyclic peptides can provide insight into structure–activity and structure–property relationships, which can help in the design of compounds with improved bioactivity and/or ADME characteristics. The most common approaches for determining the structures of cyclic peptides are based on NMR-derived distance restraints obtained from NOESY or ROESY cross-peak intensities, and 3J-based dihedral restraints using the Karplus relationship. Unfortunately, these observables are often too weak, sparse, or degenerate to provide unequivocal, high-confidence solution structures, prompting us to investigate an alternative approach that relies only on 1H and 13C chemical shifts as experimental observables. This method, which we call conformational analysis from NMR and density-functional prediction of low-energy ensembles (CANDLE), uses molecular dynamics (MD) simulations to generate conformer families and density functional theory (DFT) calculations to predict their 1H and 13C chemical shifts. Iterative conformer searches and DFT energy calculations on a cyclic peptide–peptoid hybrid yielded Boltzmann ensembles whose predicted chemical shifts matched the experimental values better than any single conformer. For these compounds, CANDLE outperformed the classic NOE- and 3J-coupling-based approach by disambiguating similar β-turn types and also enabled the structural elucidation of the minor conformer. Through the use of chemical shifts, in conjunction with DFT and MD calculations, CANDLE can help illuminate conformational ensembles of cyclic peptides in solution.
- Published
- 2018
- Full Text
- View/download PDF
24. Cyclic peptide natural products chart the frontier of oral bioavailability in the pursuit of undruggable targets
- Author
-
Matthew R. Naylor, Andrew T. Bockus, Maria-Jesus Blanco, and R. Scott Lokey
- Subjects
0301 basic medicine ,Administration, Oral ,Biological Availability ,Nanotechnology ,Peptides, Cyclic ,01 natural sciences ,Biochemistry ,Permeability ,Analytical Chemistry ,03 medical and health sciences ,Animals ,Humans ,Molecular Targeted Therapy ,ADME ,chemistry.chemical_classification ,Biological Products ,010405 organic chemistry ,Chemistry ,Small molecule ,Chemical space ,Cyclic peptide ,0104 chemical sciences ,Bioavailability ,030104 developmental biology ,Biochemical engineering ,Biological availability - Abstract
As interest in protein-protein interactions and other previously-undruggable targets increases, medicinal chemists are returning to natural products for design inspiration toward molecules that transcend the paradigm of small molecule drugs. These compounds, especially peptides, often have poor ADME properties and thus require a more nuanced understanding of structure-property relationships to achieve desirable oral bioavailability. Although there have been few clinical successes in this chemical space to date, recent work has identified opportunities to introduce favorable physicochemical properties to peptidic macrocycles that maintain activity and oral bioavailability.
- Published
- 2017
- Full Text
- View/download PDF
25. Macrophage Cytological Profiling and Anti-Inflammatory Drug Discovery
- Author
-
Walter M. Bray, R. Scott Lokey, and Tannia A Lau
- Subjects
Lipopolysaccharides ,medicine.drug_class ,Anti-Inflammatory Agents ,Computational biology ,Biology ,030226 pharmacology & pharmacy ,Anti-inflammatory ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Immune system ,Drug Discovery ,medicine ,Humans ,Profiling (information science) ,030304 developmental biology ,Biological Products ,0303 health sciences ,Natural product ,Innate immune system ,Drug discovery ,Macrophages ,chemistry ,Therapeutic Area ,Molecular Medicine ,Perspectives - Abstract
Millions of people are affected by diseases and conditions related to the immune system. Unfortunately, our current supply of approved anti-inflammatory medicine is very limited and only treats a small fraction of inflammatory diseases. Nearly half of the drugs on the market today are natural products and natural product derivatives. The long-term objective of my research is to continue efforts toward the discovery of diverse chemical compounds and their mechanism of action (MOA) to inspire the next generation of novel therapeutics. This project approaches this objective by creating a robust platform for the in-depth phenotypic profiling of complex natural product samples with respect to their effect on pathways related to the innate immune response. This approach has the potential to elucidate the MOAs of novel natural products relevant to inflammation and accelerate the pace of drug discovery in this therapeutic area.
- Published
- 2019
- Full Text
- View/download PDF
26. High-Throughput Functional Annotation of Natural Products by Integrated Activity Profiling
- Author
-
F. P. Jake Haeckl, Rachel M. Vaden, R. Scott Lokey, Elizabeth A. McMillan, Fausto Carnevale-Neto, Anam F. Shaikh, Roger G. Linington, Jeon Lee, Suzie K. Hight, Trevor N. Clark, Kenji L. Kurita, John B. MacMillan, Scott La, Walter M. Bray, Michael A. White, Akshar Lohith, and Shuguang Wei
- Subjects
Biological Products ,Natural product ,Multidisciplinary ,Computer science ,Drug discovery ,Phenotypic screening ,Computational biology ,Small molecule ,Benchmarking ,chemistry.chemical_compound ,Metabolomics ,Untargeted metabolomics ,chemistry ,Functional annotation ,Mechanism of action ,Activity profiling ,medicine ,Profiling (information science) ,Gene Fusion ,medicine.symptom ,Gene Library - Abstract
Determining mechanism of action (MOA) is one of the biggest challenges in natural products discovery. Here, we report a comprehensive platform that uses Similarity Network Fusion (SNF) to improve MOA predictions by integrating data from the cytological profiling high-content imaging platform and the gene expression platform FUSION, and pairs these data with untargeted metabolomics analysis for de novo bioactive compound discovery. The predictive value of the integrative approach was assessed using a library of target-annotated small molecules as benchmarks. Using Kolmogorov–Smirnov (KS) tests to compare in-class to out-of-class similarity, we found that SNF retains the ability to identify significant in-class similarity across a diverse set of target classes, and could also find target classes that were not detectable in either platform alone. This confirmed that integration of expression-based and image-based phenotypes can accurately report on MOA. Furthermore, we integrated untargeted metabolomics of complex natural product fractions with the SNF network to map biological signatures to specific metabolites. Three examples are presented where SNF coupled with metabolomics was used to directly functionally characterize natural products and accelerate identification of bioactive metabolites, including the discovery of the novel azoxy-containing biaryl compounds parkamycins A and B. Our results support SNF integration of multiple phenotypic screening approaches along with untargeted metabolomics as a powerful approach for advancing natural products drug discovery.Significance statementNew data-driven methods to aid in the discovery and biological characterization of natural products are necessary to advance the field. Assigning the mechanism of action (MOA) to novel bioactive compounds is an essential step in drug discovery and a major challenge in chemical biology. Despite technological advances in isolation, synthesis and screening strategies that make many bioactive substances readily available, in most cases their biological targets remain unknown. Additionally, a major bottleneck in natural products discovery efforts is de-replication of the large number of known compounds that predominate in crude extracts and fraction libraries. Advances in metabolomics has provided a better understanding of the constituents present in these libraries, but is not sufficient in itself to drive the discovery of novel biologically active metabolites. Here we describe an unbiased, data-driven strategy which integrates phenotypic screening with metabolomics into a single platform that provides rapid identification and functional annotation of natural products. This approach can be applied to any cohort of uncharacterized chemicals and represents a strategy that could significantly accelerate the process of drug discovery.
- Published
- 2019
- Full Text
- View/download PDF
27. Conformation and Permeability: Cyclic Hexapeptide Diastereomers
- Author
-
Chieko Okumura, Chad E. Townsend, Matthew R. Naylor, Satoshi Ono, Okimasa Okada, and R. Scott Lokey
- Subjects
Cell Membrane Permeability ,Cyclohexane ,Protein Conformation ,General Chemical Engineering ,Stereoisomerism ,Library and Information Sciences ,Molecular Dynamics Simulation ,01 natural sciences ,Peptides, Cyclic ,Article ,Polar surface area ,Molecular dynamics ,chemistry.chemical_compound ,Sasa ,0103 physical sciences ,Conformational ensembles ,chemistry.chemical_classification ,010304 chemical physics ,biology ,General Chemistry ,biology.organism_classification ,Cyclic peptide ,0104 chemical sciences ,Computer Science Applications ,Solvent ,010404 medicinal & biomolecular chemistry ,Crystallography ,chemistry ,Thermodynamics ,Oligopeptides - Abstract
Conformational ensembles of eight cyclic hexapeptide diastereomers in explicit cyclohexane, chloroform, and water were analyzed by multicanonical molecular dynamics (McMD) simulations. Free-energy landscapes (FELs) for each compound and solvent were obtained from the molecular shapes and principal component analysis at T = 300 K; detailed analysis of the conformational ensembles and flexibility of the FELs revealed that permeable compounds have different structural profiles even for a single stereoisomeric change. The average solvent-accessible surface area (SASA) in cyclohexane showed excellent correlation with the cell permeability, whereas this correlation was weaker in chloroform. The average SASA in water correlated with the aqueous solubility. The average polar surface area did not correlate with cell permeability in these solvents. A possible strategy for designing permeable cyclic peptides from FELs obtained from McMD simulations is proposed.
- Published
- 2019
28. Naphthablins B and C, Meroterpenoids Identified from the Marine Sediment-Derived Streptomyces sp. CP26-58 Using HeLa Cell-Based Cytological Profiling
- Author
-
Ten-Yang Yen, Stephanie R. Gee, Hana Martucci, Walter M. Bray, Trevor Gokey, Scott Campit, A. King Cada, Taro Amagata, Katsuhiko Minoura, Anton B. Guliaev, and R. Scott Lokey
- Subjects
Geologic Sediments ,Stereochemistry ,Cell ,Ionophore ,Pharmaceutical Science ,Antineoplastic Agents ,Marine Biology ,010402 general chemistry ,01 natural sciences ,Streptomyces ,Analytical Chemistry ,HeLa ,Inhibitory Concentration 50 ,chemistry.chemical_compound ,Drug Discovery ,medicine ,Humans ,Cytotoxic T cell ,Nuclear Magnetic Resonance, Biomolecular ,IC50 ,Pharmacology ,Molecular Structure ,biology ,Terpenes ,010405 organic chemistry ,Organic Chemistry ,biology.organism_classification ,Naphthoquinone ,Anti-Bacterial Agents ,0104 chemical sciences ,medicine.anatomical_structure ,Complementary and alternative medicine ,chemistry ,Molecular Medicine ,HeLa Cells ,Naphthoquinones ,Cell based - Abstract
HeLa cell-based cytological profiling (CP) was applied to an extract library of marine sediment-derived actinomycetes to discover new cytotoxic secondary metabolites. Among the hit strains, Streptomyces sp. CP26-58 was selected for further investigation to identify its cytotoxic metabolites. CP revealed that the known ionophore tetronasin (1) was responsible for the cytotoxic effect found in the extract. Furthermore, three naphthoquinone meroterpenoids, naphthablin A (2) and two new derivatives designated as naphthablins B (3) and C (4), were isolated from other cytotoxic fractions. The structures of the new compounds were elucidated based on analysis of their HRESIMS and comprehensive NMR data. The absolute configurations of the new compounds were deduced by simulating ECD spectra and calculating potential energies for the model compounds using density function theory (DFT) calculations. Compound 1 showed a significant cytotoxic effect against HeLa cells with an IC50 value of 0.23 μM, and CP successfully...
- Published
- 2017
- Full Text
- View/download PDF
29. Nonclassical Size Dependence of Permeation Defines Bounds for Passive Adsorption of Large Drug Molecules
- Author
-
Alan M. Mathiowetz, Cameron R. Pye, Spiros Liras, R. Scott Lokey, Akihiro Furukawa, Chad E. Townsend, Lyns Etienne, Yongtong Lao, Terra D. Haddad, Chris Limberakis, David Price, Joshua Schwochert, and William M. Hewitt
- Subjects
0301 basic medicine ,Cell Membrane Permeability ,Membrane permeability ,Molecular mass ,010405 organic chemistry ,Chemistry ,Synthetic membrane ,Nanotechnology ,Permeation ,01 natural sciences ,Article ,0104 chemical sciences ,03 medical and health sciences ,030104 developmental biology ,Adsorption ,Membrane ,Permeability (electromagnetism) ,Chemical physics ,Drug Discovery ,Humans ,Molecular Medicine ,Molecule - Abstract
Macrocyclic peptides are considered large enough to inhibit “undruggable” targets, but the design of passively cell-permeable molecules in this space remains a challenge due to the poorly understood role of molecular size on passive membrane permeability. Using split-pool combinatorial synthesis, we constructed a library of cyclic, per-N-methlyated peptides spanning a wide range of calculated lipohilicities (0 < AlogP < 8) and molecular weights (~800 Da < MW < ~1200 Da). Analysis by the parallel artificial membrane permeability assay revealed a steep drop-off in apparent passive permeability with increasing size in stark disagreement with current permeation models. This observation, corroborated by a set of natural products, helps define criteria for achieving permeability in larger molecular size regimes and suggests an operational cutoff, beyond which passive permeability is constrained by a sharply increasing penalty on membrane permeation.
- Published
- 2017
- Full Text
- View/download PDF
30. Stereochemistry Balances Cell Permeability and Solubility in the Naturally Derived Phepropeptin Cyclic Peptides
- Author
-
Jaclyn A. Barrett, Matthew R. Naylor, Maria-Jesus Blanco, R. Scott Lokey, Cameron R. Pye, Yongtong Lao, Isabel C. Gonzalez Valcarcel, Prashant V. Desai, Joshua Schwochert, and Geri A. Sawada
- Subjects
0301 basic medicine ,chemistry.chemical_classification ,Natural product ,010405 organic chemistry ,Hydrogen bond ,Stereochemistry ,Organic Chemistry ,Solvation ,01 natural sciences ,Biochemistry ,Cyclic peptide ,0104 chemical sciences ,Polar surface area ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,chemistry ,Permeability (electromagnetism) ,Drug Discovery ,Epimer ,Solubility - Abstract
Cyclic peptide (CP) natural products provide useful model systems for mapping "beyond-Rule-of-5" (bRo5) space. We identified the phepropeptins as natural product CPs with potential cell permeability. Synthesis of the phepropeptins and epimeric analogues revealed much more rapid cellular permeability for the natural stereochemical pattern. Despite being more cell permeable, the natural compounds exhibited similar aqueous solubility as the corresponding epimers, a phenomenon explained by solvent-dependent conformational flexibility among the natural compounds. When analyzing the polarity of the solution structures we found that neither the number of hydrogen bonds nor the total polar surface area accurately represents the solvation energies of the high and low dielectric conformations. This work adds to a growing number of natural CPs whose solvent-dependent conformational behavior allows for a balance between aqueous solubility and cell permeability, highlighting structural flexibility as an important consideration in the design of molecules in bRo5 chemical space.
- Published
- 2016
- Full Text
- View/download PDF
31. Using
- Author
-
Q Nhu N, Nguyen, Joshua, Schwochert, Dean J, Tantillo, and R Scott, Lokey
- Subjects
Protein Conformation ,Quantum Theory ,Molecular Dynamics Simulation ,Peptides, Cyclic ,Chemistry Techniques, Analytical - Abstract
Solving conformations of cyclic peptides can provide insight into structure-activity and structure-property relationships, which can help in the design of compounds with improved bioactivity and/or ADME characteristics. The most common approaches for determining the structures of cyclic peptides are based on NMR-derived distance restraints obtained from NOESY or ROESY cross-peak intensities, and 3J-based dihedral restraints using the Karplus relationship. Unfortunately, these observables are often too weak, sparse, or degenerate to provide unequivocal, high-confidence solution structures, prompting us to investigate an alternative approach that relies only on 1H and 13C chemical shifts as experimental observables. This method, which we call conformational analysis from NMR and density-functional prediction of low-energy ensembles (CANDLE), uses molecular dynamics (MD) simulations to generate conformer families and density functional theory (DFT) calculations to predict their 1H and 13C chemical shifts. Iterative conformer searches and DFT energy calculations on a cyclic peptide-peptoid hybrid yielded Boltzmann ensembles whose predicted chemical shifts matched the experimental values better than any single conformer. For these compounds, CANDLE outperformed the classic NOE- and 3J-coupling-based approach by disambiguating similar β-turn types and also enabled the structural elucidation of the minor conformer. Through the use of chemical shifts, in conjunction with DFT and MD calculations, CANDLE can help illuminate conformational ensembles of cyclic peptides in solution.
- Published
- 2018
32. Phenotype-Guided Natural Products Discovery Using Cytological Profiling
- Author
-
R. Scott Lokey, Jessica L. Ochoa, Walter M. Bray, and Roger G. Linington
- Subjects
Pharmaceutical Science ,Diketopiperazines ,Computational biology ,Biology ,Mitotic arrest ,Bioinformatics ,Piperazines ,Article ,Analytical Chemistry ,chemistry.chemical_compound ,Drug Discovery ,Profiling (information science) ,Mode of action ,Pharmacology ,Biological Products ,Natural product ,Training set ,Molecular Structure ,Organic Chemistry ,Phenotype ,Complementary and alternative medicine ,chemistry ,Molecular Medicine ,Antimitotic Agent ,Primary screening - Abstract
Phenotype-guided natural products discovery is emerging as a useful new discovery tool that addresses challenges in early, unbiased natural product biological annotation. These high-content approaches yield screening results that report directly on the impact of test compounds on cellular processes in target organisms and can be used to predict the modes of action (MOAs) of bioactive constituents from primary screening data. In this study we explored the use of our recently implemented cytological profiling (CP) platform for the isolation of compounds with a specific, predefined mode of action, namely induction of mitotic arrest. Screening of a microbially-derived extract library revealed six extracts whose cytological profiles clustered closely with those of known antimitotic agents from the pure compound training set. Subsequent examination of one of these extracts revealed the presence of two separate bioactive constituents, each of which possessed a unique cytological profile. The first, diketopiperazine XR334 (3), recapitulated the observed antimitotic phenotype of the original extract, demonstrating that cytological profiling can be used for the targeted isolation of compounds with specific modes of action. The second, nocapyrone L (6), possessed a cytological profile that clustered with known calcium channel modulators, in line with previous published activities for this compound class, indicating that cytological profiling is a flexible and powerful platform for the de novo characterization of compound modes of action.
- Published
- 2015
- Full Text
- View/download PDF
33. Peptide to Peptoid Substitutions Increase Cell Permeability in Cyclic Hexapeptides
- Author
-
David Price, Melissa Thang, Heather Eng, Spiros Liras, Gilles H. Goetz, Joshua Schwochert, Chris Limberakis, R. Scott Lokey, Bhagyashree Khunte, Kelsie M. Rodriguez, Matthew P. Jacobson, Siegfried S. F. Leung, Alexandra R. Ponkey, Ray F. Berkeley, Michael J. Shapiro, Alan M. Mathiowetz, Rushia A. Turner, and Amit S. Kalgutkar
- Subjects
Models, Molecular ,Magnetic Resonance Spectroscopy ,Membrane permeability ,Molecular Conformation ,Peptide ,Molecular Dynamics Simulation ,Biochemistry ,Permeability ,Cell Line ,Structure-Activity Relationship ,chemistry.chemical_compound ,Dogs ,Side chain ,Animals ,Structure–activity relationship ,Physical and Theoretical Chemistry ,chemistry.chemical_classification ,Chemistry ,Organic Chemistry ,Epithelial Cells ,Peptoid ,Nuclear magnetic resonance spectroscopy ,Combinatorial chemistry ,Cyclic peptide ,Permeability (electromagnetism) ,Biophysics ,Peptides - Abstract
The effect of peptide-to-peptoid substitutions on the passive membrane permeability of an N-methylated cyclic hexapeptide is examined. In general, substitutions maintained permeability but increased conformational heterogeneity. Diversification with nonproteinogenic side chains increased permeability up to 3-fold. Additionally, the conformational impact of peptoid substitutions within a β-turn are explored. Based on these results, the strategic incorporation of peptoid residues into cyclic peptides can maintain or improve cell permeability, while increasing access to diverse side-chain functionality.
- Published
- 2015
- Full Text
- View/download PDF
34. Probing the Physicochemical Boundaries of Cell Permeability and Oral Bioavailability in Lipophilic Macrocycles Inspired by Natural Products
- Author
-
Jarret W. Gardner, Cameron R. Pye, David Price, Katrina W. Lexa, Alan M. Mathiowetz, R. Scott Lokey, William M. Hewitt, Amit S. Kalgutkar, Spiros Liras, Matthew P. Jacobson, Kathryn C. R. Hund, Emerson Glassey, Andrew T. Bockus, and Joshua Schwochert
- Subjects
Male ,Models, Molecular ,Cell Membrane Permeability ,Macrocyclic Compounds ,Magnetic Resonance Spectroscopy ,Chemical Phenomena ,Stereochemistry ,Administration, Oral ,Biological Availability ,Peptides, Cyclic ,Structure-Activity Relationship ,chemistry.chemical_compound ,Polyketide ,Amide ,Drug Discovery ,Animals ,Molecule ,Rats, Wistar ,chemistry.chemical_classification ,Biological Products ,Molecular Structure ,Hydrogen bond ,Chemistry ,Hydrogen Bonding ,Cyclic peptide ,Rats ,Solvent ,Membrane ,Microsomes, Liver ,Solvents ,Molecular Medicine ,Derivative (chemistry) - Abstract
Cyclic peptide natural products contain a variety of conserved, nonproteinogenic structural elements such as d-amino acids and amide N-methylation. In addition, many cyclic peptides incorporate γ-amino acids and other elements derived from polyketide synthases. We hypothesized that the position and orientation of these extended backbone elements impact the ADME properties of these hybrid molecules, especially their ability to cross cell membranes and avoid metabolic degradation. Here we report the synthesis of cyclic hexapeptide diastereomers containing γ-amino acids (e.g., statines) and systematically investigate their structure-permeability relationships. These compounds were much more water-soluble and, in many cases, were both more membrane permeable and more stable to liver microsomes than a similar non-statine-containing derivative. Permeability correlated well with the extent of intramolecular hydrogen bonding observed in the solution structures determined in the low-dielectric solvent CDCl3, and one compound showed an oral bioavailability of 21% in rat. Thus, the incorporation of γ-amino acids offers a route to increase backbone diversity and improve ADME properties in cyclic peptide scaffolds.
- Published
- 2015
- Full Text
- View/download PDF
35. Genome-Based Identification of a Plant-Associated Marine Bacterium as a Rich Natural Product Source
- Author
-
Silke I. Probst, Walter M. Bray, Agneya Bhushan, Jörn Piel, R. Scott Lokey, Roger G. Linington, and Reiko Ueoka
- Subjects
0301 basic medicine ,Proton Magnetic Resonance Spectroscopy ,Bacterial genome size ,antibiotics ,genome mining ,non-ribosomal peptides ,polyketide biosynthesis ,rhizosphere ,Genome ,01 natural sciences ,Catalysis ,Oceanospirillales ,chemistry.chemical_compound ,03 medical and health sciences ,Polyketide synthase ,Gene cluster ,Seawater ,Gene ,Genetics ,Rhizosphere ,Biological Products ,Natural product ,biology ,010405 organic chemistry ,General Chemistry ,General Medicine ,Plants ,biology.organism_classification ,0104 chemical sciences ,030104 developmental biology ,chemistry ,biology.protein - Abstract
The large number of sequenced bacterial genomes provides the opportunity to bioinformatically identify rich natural product sources among previously neglected microbial groups. Testing this discovery strategy, unusually high biosynthetic potential was suggested for the Oceanospirillales member Gynuella sunshinyii, a Gram-negative marine bacterium from the rhizosphere of the halophilic plant Carex scabrifolia. Its genome contains numerous unusual biosynthetic gene clusters for diverse types of metabolites. Genome-guided isolation yielded representatives of four different natural product classes, of which only alteramide A was known. Cytotoxic lacunalides were identified as products of a giant trans-acyltransferase polyketide synthase gene cluster, one of six present in this strain. Cytological profiling against HeLa cells suggested that lacunalide A disrupts CDK signaling in the cell cycle. In addition, chemical studies on model compounds were conducted, suggesting the structurally unusual ergoynes as products of a conjugated diyne-thiourea cyclization reaction.
- Published
- 2018
- Full Text
- View/download PDF
36. CHAPTER 13. Experimental and Computational Approaches to the Study of Macrocycle Conformations in Solution
- Author
-
R. Scott Lokey and Joshua Schwochert
- Subjects
chemistry.chemical_classification ,Coupling constant ,Aqueous solution ,chemistry ,Computational chemistry ,Hydrogen bond ,Aqueous solubility ,Dihedral angle ,Two-dimensional nuclear magnetic resonance spectroscopy ,Conformational ensembles ,Cyclic peptide - Abstract
Cyclic peptides have undergone a renaissance in medicinal chemistry, as studies into structure–property relationships have revealed that passive cell permeability can be designed into synthetic cyclic peptide scaffolds when conformational factors are considered. The elucidation of cyclic peptide conformations in low-dielectric, membrane-mimicking solvents such as chloroform has therefore become an important tool for studying passive permeability in cyclic peptides, while aqueous conformational ensembles correlate both to target engagement and aqueous solubility. This chapter reviews a variety of NMR and computational techniques for the study of cyclic peptide conformations in solution, with a focus on the use of coupling constants to obtain dihedral information, NOESY- and ROESY spectra to obtain through-space distances, and residual dipolar couplings to obtain the relative orientation of bond vectors. Hydrogen–deuterium exchange and temperature shift methods are also discussed as tools for evaluating hydrogen bonding, and computational methods that employ NMR-based restraints are compared.
- Published
- 2017
- Full Text
- View/download PDF
37. Bioactive and Membrane-Permeable Cyclic Peptide Natural Products
- Author
-
Andrew T. Bockus and R. Scott Lokey
- Subjects
chemistry.chemical_classification ,Membrane ,Chemistry ,Cyclosporin a ,Biophysics ,Cyclic peptide - Published
- 2017
- Full Text
- View/download PDF
38. Discovery of Potent and Orally Bioavailable Macrocyclic Peptide-Peptoid Hybrid CXCR7 Modulators
- Author
-
Bhagyashree Khunte, Sangwoo Ryu, Jiangli Yan, Markus Boehm, Amit S. Kalgutkar, Kevin Beaumont, Janice A. Brown, Heather Eng, Laurie Tylaska, R. Scott Lokey, David Price, Elnaz Menhaji-Klotz, Chris Limberakis, Michael J. Shapiro, Guoyun Bai, Brian R. Holder, Liying Zhang, Sarah Lazzaro, Matthew P. Jacobson, Spiros Liras, David J. Earp, Alan M. Mathiowetz, Rhys M. Jones, Gilles H. Goetz, Siegfried S. F. Leung, Mahesh Ramaseshan, Rushia A. Turner, and Karen Atkinson
- Subjects
0301 basic medicine ,Male ,Macrocyclic Compounds ,Stereochemistry ,Administration, Oral ,Biological Availability ,Madin Darby Canine Kidney Cells ,03 medical and health sciences ,Macrocyclic peptide ,chemistry.chemical_compound ,Chemokine receptor ,Peptoids ,Dogs ,Drug Discovery ,Potency ,Animals ,Humans ,Rats, Wistar ,Receptor ,chemistry.chemical_classification ,Receptors, CXCR ,Chemistry ,Peptoid ,Combinatorial chemistry ,Bioavailability ,Amino acid ,Rats ,Molecular Docking Simulation ,030104 developmental biology ,Molecular Medicine ,Selectivity ,Peptides - Abstract
The chemokine receptor CXCR7 is an attractive target for a variety of diseases. While several small-molecule modulators of CXCR7 have been reported, peptidic macrocycles may provide advantages in terms of potency, selectivity, and reduced off-target activity. We produced a series of peptidic macrocycles that incorporate an N-linked peptoid functionality where the peptoid group enabled us to explore side-chain diversity well beyond that of natural amino acids. At the same time, theoretical calculations and experimental assays were used to track and reduce the polarity while closely monitoring the physicochemical properties. This strategy led to the discovery of macrocyclic peptide–peptoid hybrids with high CXCR7 binding affinities (Ki 5 × 10–6 cm/s). Moreover, bioactive peptide 25 (Ki = 9 nM) achieved oral bioavailability of 18% in rats, which was commensurate with the observed plasma clearance values upon intravenous administration.
- Published
- 2017
39. Reply to Skinnider and Magarvey: Rates of novel natural product discovery remain high
- Author
-
Cameron R. Pye, William H. Gerwick, Matthew J. Bertin, Roger G. Linington, and R. Scott Lokey
- Subjects
Biological Products ,Multidisciplinary ,Biometry ,010405 organic chemistry ,Computer science ,Structural diversity ,Letters ,010402 general chemistry ,01 natural sciences ,Mathematical economics ,Genealogy ,0104 chemical sciences - Abstract
It is encouraging that our recent article examining trends in discovery rates and structural diversity for natural products (NP) (1) is generating discussion in this fascinating area (2). However, we wish to correct several misconceptions presented in the comments from Skinnider and Magarvey (3). Skinnider and Magarvey’s (3) letter incorrectly summarizes the key conclusion of our work. The letter states that “[t]heir analysis suggests that the pace of structurally unique NP discovery is decreasing.” Our study makes precisely the opposite conclusion: “A cursory review of these data might suggest that the field of natural products is no longer discovering novel chemical entities…[However,] it is also important to evaluate the distribution of molecules with low similarity scores… Overall, this … [↵][1]1To whom correspondence may be addressed. Email: wgerwick{at}ucsd.edu or rliningt{at}sfu.ca. [1]: #xref-corresp-1-1
- Published
- 2017
40. Retrospective analysis of natural products provides insights for future discovery trends
- Author
-
Matthew J. Bertin, Cameron R. Pye, William H. Gerwick, Roger G. Linington, and R. Scott Lokey
- Subjects
0301 basic medicine ,natural products ,Ecology (disciplines) ,media_common.quotation_subject ,Nanotechnology ,Biology ,chemoinformatics ,01 natural sciences ,Natural (archaeology) ,03 medical and health sciences ,chemistry.chemical_compound ,Drug Discovery ,Humans ,Letters ,chemical diversity ,Function (engineering) ,media_common ,Retrospective Studies ,Biological Products ,Multidisciplinary ,Natural product ,010405 organic chemistry ,Drug discovery ,Novelty ,structural similarity ,Data science ,Chemical space ,0104 chemical sciences ,Anti-Bacterial Agents ,030104 developmental biology ,chemistry ,Cheminformatics ,Physical Sciences - Abstract
Understanding of the capacity of the natural world to produce secondary metabolites is important to a broad range of fields, including drug discovery, ecology, biosynthesis, and chemical biology, among others. Both the absolute number and the rate of discovery of natural products have increased significantly in recent years. However, there is a perception and concern that the fundamental novelty of these discoveries is decreasing relative to previously known natural products. This study presents a quantitative examination of the field from the perspective of both number of compounds and compound novelty using a dataset of all published microbial and marine-derived natural products. This analysis aimed to explore a number of key questions, such as how the rate of discovery of new natural products has changed over the past decades, how the average natural product structural novelty has changed as a function of time, whether exploring novel taxonomic space affords an advantage in terms of novel compound discovery, and whether it is possible to estimate how close we are to having described all of the chemical space covered by natural products. Our analyses demonstrate that most natural products being published today bear structural similarity to previously published compounds, and that the range of scaffolds readily accessible from nature is limited. However, the analysis also shows that the field continues to discover appreciable numbers of natural products with no structural precedent. Together, these results suggest that the development of innovative discovery methods will continue to yield compounds with unique structural and biological properties.
- Published
- 2017
41. Reliance of Wolbachia on High Rates of Host Proteolysis Revealed by a Genome-Wide RNAi Screen of Drosophila Cells
- Author
-
Adan Codina, Walter M. Bray, William J. Sullivan, Alain Debec, R. Scott Lokey, Pamela M. White, Laura R. Serbus, Antoine Guichet, Institut Jacques Monod (IJM (UMR_7592)), and Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
0301 basic medicine ,[SDV]Life Sciences [q-bio] ,1.1 Normal biological development and functioning ,Genome, Insect ,virus ,Protein degradation ,Investigations ,Cell Line ,Biological pathway ,03 medical and health sciences ,Underpinning research ,RNA interference ,ubiquitin ,parasitic diseases ,Genetics ,ERAD pathway ,Animals ,Drosophila Proteins ,oocyte ,Gene ,reproductive and urinary physiology ,2. Zero hunger ,Gene knockdown ,Genome ,biology ,[SDV.BA]Life Sciences [q-bio]/Animal biology ,Intracellular parasite ,Human Genome ,Endoplasmic Reticulum-Associated Degradation ,biochemical phenomena, metabolism, and nutrition ,biology.organism_classification ,Lipid Metabolism ,Mitochondria ,030104 developmental biology ,RNAi ,Host-Pathogen Interactions ,Proteolysis ,bacteria ,Wolbachia ,Drosophila ,RNA Interference ,Insect ,Biotechnology ,Developmental Biology - Abstract
Wolbachia are gram-negative, obligate, intracellular bacteria carried by a majority of insect species worldwide. Here we use a Wolbachia-infected Drosophila cell line and genome-wide RNA interference (RNAi) screening to identify host factors that influence Wolbachia titer. By screening an RNAi library targeting 15,699 transcribed host genes, we identified 36 candidate genes that dramatically reduced Wolbachia titer and 41 that increased Wolbachia titer. Host gene knockdowns that reduced Wolbachia titer spanned a broad array of biological pathways including genes that influenced mitochondrial function and lipid metabolism. In addition, knockdown of seven genes in the host ubiquitin and proteolysis pathways significantly reduced Wolbachia titer. To test the in vivo relevance of these results, we found that drug and mutant inhibition of proteolysis reduced levels of Wolbachia in the Drosophila oocyte. The presence of Wolbachia in either cell lines or oocytes dramatically alters the distribution and abundance of ubiquitinated proteins. Functional studies revealed that maintenance of Wolbachia titer relies on an intact host Endoplasmic Reticulum (ER)-associated protein degradation pathway (ERAD). Accordingly, electron microscopy studies demonstrated that Wolbachia is intimately associated with the host ER and dramatically alters the morphology of this organelle. Given Wolbachia lack essential amino acid biosynthetic pathways, the reliance of Wolbachia on high rates of host proteolysis via ubiquitination and the ERAD pathways may be a key mechanism for provisioning Wolbachia with amino acids. In addition, the reliance of Wolbachia on the ERAD pathway and disruption of ER morphology suggests a previously unsuspected mechanism for Wolbachia’s potent ability to prevent RNA virus replication.
- Published
- 2017
- Full Text
- View/download PDF
42. 'Function-First' Lead Discovery: Mode of Action Profiling of Natural Product Libraries Using Image-Based Screening
- Author
-
Walter M. Bray, R. Scott Lokey, Joshua M. Stuart, Christopher J. Schulze, Roger G. Linington, and Marcos H. Woerhmann
- Subjects
Aquatic Organisms ,Clinical Biochemistry ,Computational biology ,Biology ,Peptides, Cyclic ,01 natural sciences ,Biochemistry ,Article ,Mass Spectrometry ,Aquatic organisms ,03 medical and health sciences ,chemistry.chemical_compound ,Drug Discovery ,Cluster Analysis ,Humans ,Profiling (information science) ,Mode of action ,Molecular Biology ,Chromatography, High Pressure Liquid ,030304 developmental biology ,Pharmacology ,Biological Products ,0303 health sciences ,Natural product ,Training set ,010405 organic chemistry ,Extramural ,Cell Cycle Checkpoints ,General Medicine ,Combinatorial chemistry ,0104 chemical sciences ,Microscopy, Fluorescence ,chemistry ,Molecular Medicine ,Image based ,HeLa Cells ,Primary screening - Abstract
Cytological profiling is a high-content image-based screening technology that provides insight into the mode of action (MOA) for test compounds by directly measuring hundreds of phenotypic cellular features. We have extended this recently reported technology to the mechanistic characterization of unknown natural products libraries for the direct prediction of compound MOAs at the primary screening stage. By analyzing a training set of commercial compounds of known mechanism and comparing these profiles to those obtained from natural product library members, we have successfully annotated extracts based on mode of action, dereplicated known compounds based on biological similarity to the training set, and identified and predicted the MOA of a family of new iron siderophores. Coupled with traditional analytical techniques, cytological profiling provides a new avenue for the creation of ‘function-first’ platforms for natural products discovery.
- Published
- 2013
- Full Text
- View/download PDF
43. Passive Membrane Permeability in Cyclic Peptomer Scaffolds Is Robust to Extensive Variation in Side Chain Functionality and Backbone Geometry
- Author
-
Akihiro Furukawa, Chad E. Townsend, Cameron R. Pye, R. Scott Lokey, Joshua Schwochert, and Maria A. Bednarek
- Subjects
chemistry.chemical_classification ,Cell Membrane Permeability ,Membrane permeability ,Molecular Structure ,010405 organic chemistry ,Synthetic membrane ,Geometry ,Peptoid ,Context (language use) ,Hydrogen Bonding ,010402 general chemistry ,01 natural sciences ,Peptides, Cyclic ,Cyclic peptide ,0104 chemical sciences ,chemistry.chemical_compound ,Membrane ,chemistry ,Permeability (electromagnetism) ,Peptide Library ,Drug Discovery ,Side chain ,Molecular Medicine ,Humans ,Caco-2 Cells - Abstract
Synthetic and natural cyclic peptides provide a testing ground for studying membrane permeability in nontraditional drug scaffolds. Cyclic peptomers, which incorporate peptide and N-alkylglycine (peptoid) residues, combine the stereochemical and geometric complexity of peptides with the functional group diversity accessible to peptoids. We synthesized cyclic peptomer libraries by split-pool techniques, separately permuting side chain and backbone geometry, and analyzed their membrane permeabilities using the parallel artificial membrane permeability assay. Nearly half of the side chain permutations had permeability coefficients (Papp) > 1 × 10–6 cm/s. Some backbone geometries enhanced permeability due to their ability to form more stable intramolecular hydrogen bond networks compared with other scaffolds. These observations suggest that hexameric cyclic peptomers can have good passive permeability even in the context of extensive side chain and backbone variation, and that high permeability can generally ...
- Published
- 2016
44. A High-Throughput Yeast Halo Assay for Bioactive Compounds
- Author
-
R. Scott Lokey and Walter M. Bray
- Subjects
Antifungal ,Chromatography ,Antifungal Agents ,Filter paper ,010405 organic chemistry ,Chemistry ,medicine.drug_class ,Drug Evaluation, Preclinical ,Microbial Sensitivity Tests ,Saccharomyces cerevisiae ,01 natural sciences ,General Biochemistry, Genetics and Molecular Biology ,Yeast ,Growth Inhibitors ,0104 chemical sciences ,High-Throughput Screening Assays ,Absorbance ,010404 medicinal & biomolecular chemistry ,Clear zone ,Antibiotic testing ,medicine ,Halo ,Plate reader - Abstract
When a disk of filter paper is impregnated with a cytotoxic or cytostatic drug and added to solid medium seeded with yeast, a visible clear zone forms around the disk whose size depends on the concentration and potency of the drug. This is the traditional “halo” assay and provides a convenient, if low-throughput, read-out of biological activity that has been the mainstay of antifungal and antibiotic testing for decades. Here, we describe a protocol for a high-throughput version of the halo assay, which uses an array of 384 pins to deliver ∼200 nL of stock solutions from compound plates onto single-well plates seeded with yeast. Using a plate reader in the absorbance mode, the resulting halos can be quantified and the data archived in the form of flat files that can be connected to compound databases with standard software. This assay has the convenience associated with the visual readout of the traditional halo assay but uses far less material and can be automated to screen thousands of compounds per day.
- Published
- 2016
45. A Strategy for Direct Chemical Activation of the Retinoblastoma Protein
- Author
-
Jason R. Burke, Walter M. Bray, R. Scott Lokey, Cameron R. Pye, Seth M. Rubin, and Elise R. Brown
- Subjects
0301 basic medicine ,Models, Molecular ,Pediatric Cancer ,Protein Conformation ,1.1 Normal biological development and functioning ,Drug Evaluation, Preclinical ,Fluorescence Polarization ,Biochemistry ,Retinoblastoma Protein ,Article ,03 medical and health sciences ,Transactivation ,Rare Diseases ,0302 clinical medicine ,Cyclin D1 ,Underpinning research ,Cyclin-dependent kinase ,Models ,Genetics ,Humans ,Protein Interaction Maps ,Kinase activity ,Phosphorylation ,E2F ,Cancer ,Pediatric ,biology ,Kinase ,Organic Chemistry ,Retinoblastoma protein ,Molecular ,General Medicine ,Cell cycle ,Biological Sciences ,Molecular biology ,Preclinical ,Cell biology ,E2F Transcription Factors ,030104 developmental biology ,5.1 Pharmaceuticals ,030220 oncology & carcinogenesis ,Chemical Sciences ,biology.protein ,Molecular Medicine ,Drug Evaluation ,Generic health relevance ,Development of treatments and therapeutic interventions ,Peptides ,Protein Binding - Abstract
The retinoblastoma (Rb) tumor suppressor protein negatively regulates cell proliferation by binding and inhibiting E2F transcription factors. Rb inactivation occurs in cancer cells upon cyclin-dependent kinase (Cdk) phosphorylation, which induces E2F release and activation of cell cycle genes. We present a strategy for activating phosphorylated Rb with molecules that bind Rb directly and enhance affinity for E2F. We developed a fluorescence polarization assay that can detect the effect of exogenous compounds on modulating affinity of Rb for the E2F transactivation domain. We found that a peptide capable of disrupting the compact inactive Rb conformation increases affinity of the repressive Rb-E2F complex. Our results demonstrate the feasibility of discovering novel molecules that target the cell cycle and proliferation through directly targeting Rb rather than upstream kinase activity.
- Published
- 2016
- Full Text
- View/download PDF
46. Structural Determination of NSC 670224, Synthesis of Analogues and Biological Evaluation
- Author
-
Andrew S. Myers, R. Scott Lokey, Grant A. Hartzog, Nathaniel B. Zuckerman, Walter M. Bray, Tiffani K. Quan, and Joseph P. Konopelski
- Subjects
Drug ,Antineoplastic Agents, Hormonal ,Stereochemistry ,High-throughput screening ,media_common.quotation_subject ,Saccharomyces cerevisiae ,Biology ,Biochemistry ,Article ,Small Molecule Libraries ,Inhibitory Concentration 50 ,Cyclohexanes ,Benzyl Compounds ,Drug Discovery ,medicine ,Humans ,Inhibitory concentration 50 ,General Pharmacology, Toxicology and Pharmaceutics ,reproductive and urinary physiology ,Biological evaluation ,media_common ,Pharmacology ,Cell Death ,Dose-Response Relationship, Drug ,Molecular Structure ,Drug discovery ,Organic Chemistry ,biology.organism_classification ,nervous system diseases ,Tamoxifen ,nervous system ,Mechanism of action ,Molecular Medicine ,Female ,biological phenomena, cell phenomena, and immunity ,medicine.symptom ,medicine.drug - Abstract
Follow my lead! NSC 670224, previously shown to be toxic to Saccharomyces cerevisiae at low micromolar concentrations, potentially acts via a mechanism of action related to that of tamoxifen (NSC 180973), breast cancer drug. The structure of NSC 670224, previously thought to be a 2,4-dichloro arene, was established as the 3,4-dichloro arene, and a focused library of analogues were synthesized and biologically evaluated.
- Published
- 2012
- Full Text
- View/download PDF
47. Optimizing PK properties of cyclic peptides: the effect of side chain substitutions on permeability and clearance
- Author
-
Bhagyashree Khunte, David Price, Charles J. Rotter, Heather Eng, Siegfried S. F. Leung, Yizhong Zhang, Manthena V.S. Varma, Chris Limberakis, Spiros Liras, R. Scott Lokey, Amit S. Kalgutkar, Raman Sharma, Matthew P. Jacobson, Alan M. Mathiowetz, Kathleen A. Farley, and Arthur C Rand
- Subjects
Pharmacology ,chemistry.chemical_classification ,Chemotype ,Organic Chemistry ,In vitro toxicology ,Pharmaceutical Science ,Peptide ,Bioinformatics ,Biochemistry ,Article ,Cyclic peptide ,Bioavailability ,chemistry ,Permeability (electromagnetism) ,Drug Discovery ,Side chain ,Biophysics ,Molecular Medicine ,Amino acid residue - Abstract
A series of cyclic peptides were designed and prepared to investigate the physicochemical properties that affect oral bioavailabilty of this chemotype in rats. In particular, the ionization state of the peptide was examined by the incorporation of naturally occurring amino acid residues that are charged in differing regions of the gut. In addition, data was generated in a variety of in vitro assays and the usefulness of this data in predicting the subsequent oral bioavailability observed in the rat is discussed.
- Published
- 2012
- Full Text
- View/download PDF
48. Natural Product Libraries to Accelerate the High-Throughput Discovery of Therapeutic Leads
- Author
-
Arif Nukanto, Samarkand A. Estee, Karen Tenney, Atit Kanti, Joseline Ratnam, Johann Sohn, Heddy Julistiono, Yongchun Shen, Steven T. Loveridge, Nadine C. Gassner, Junke Liu, Helene C. Vervoort, Wayne D. Inman, Kyria Boundy-Mills, Leonard F. Bjeldanes, Leonardus B.S. Kardono, R. Scott Lokey, Tyler A. Johnson, Phillip Crews, Kenny K. H. Ang, James H. McKerrow, and Walter M. Bray
- Subjects
Trypanosoma brucei brucei ,Pharmaceutical Science ,Antineoplastic Agents ,Marine Biology ,Tumor cells ,Microbial Sensitivity Tests ,Cacospongia mycofijiensis ,Biology ,Microfilament ,Article ,Analytical Chemistry ,chemistry.chemical_compound ,Drug Discovery ,Animals ,Combinatorial Chemistry Techniques ,Humans ,Cytoskeleton ,Nuclear Magnetic Resonance, Biomolecular ,Pharmacology ,Biological Products ,Natural product ,Molecular Structure ,Organic Chemistry ,Mycothiazole ,Combinatorial chemistry ,Porifera ,Complementary and alternative medicine ,chemistry ,Biochemistry ,Molecular Medicine ,Drug Screening Assays, Antitumor ,HT29 Cells ,Sesquiterpenes ,HeLa Cells - Abstract
A high-throughput (HT) paradigm generating LC-MS-UV-ELSD-based natural product libraries to discover compounds with new bioactivities and or molecular structures is presented. To validate this methodology, an extract of the Indo-Pacific marine sponge Cacospongia mycofijiensis was evaluated using assays involving cytoskeletal profiling, tumor cell lines, and parasites. Twelve known compounds were identified including latrunculins (1-4, 10), fijianolides (5, 8, 9), mycothiazole (11), aignopsanes (6, 7), and sacrotride A (13). Compounds 1-5 and 8-11 exhibited bioactivity not previously reported against the parasite T. brucei, while 11 showed selectivity for lymphoma (U937) tumor cell lines. Four new compounds were also discovered including aignopsanoic acid B (13), apo-latrunculin T (14), 20-methoxy-fijianolide A (15), and aignopsane ketal (16). Compounds 13 and 16 represent important derivatives of the aignopsane class, 14 exhibited inhibition of T. brucei without disrupting microfilament assembly, and 15 demonstrated modest microtubule-stabilizing effects. The use of removable well plate libraries to avoid false positives from extracts enriched with only one or two major metabolites is also discussed. Overall, these results highlight the advantages of applying modern methods in natural products-based research to accelerate the HT discovery of therapeutic leads and/or new molecular structures using LC-MS-UV-ELSD-based libraries.
- Published
- 2011
- Full Text
- View/download PDF
49. On-resin N-methylation of cyclic peptides for discovery of orally bioavailable scaffolds
- Author
-
Spiros Liras, Cayla M. McEwen, Rushia A. Turner, David Price, Taha Rezai, Amit S. Kalgutkar, Roger G. Linington, Alan M. Mathiowetz, R. Scott Lokey, Matthew P. Jacobson, Arthur C Rand, Yizhong Zhang, Vladimir Gelev, Chad M. Renzelman, Siegfried S. F. Leung, Tina R White, and Jonathan N. Bauman
- Subjects
Male ,Membrane permeability ,Stereochemistry ,Chemistry, Pharmaceutical ,Biological Availability ,Peptide ,010402 general chemistry ,Methylation ,Peptides, Cyclic ,01 natural sciences ,Article ,Structure-Activity Relationship ,Drug Discovery ,Animals ,Combinatorial Chemistry Techniques ,Structure–activity relationship ,Computer Simulation ,Molecular Biology ,chemistry.chemical_classification ,Molecular Structure ,Molecular mass ,010405 organic chemistry ,Drug discovery ,Cell Biology ,Combinatorial chemistry ,Cyclic peptide ,Rats ,0104 chemical sciences ,Bioavailability ,chemistry ,Selectivity - Abstract
Backbone N-methylation is common among peptide natural products and has a substantial impact on both the physical properties and the conformational states of cyclic peptides. However, the specific impact of N-methylation on passive membrane diffusion in cyclic peptides has not been investigated systematically. Here we report a method for the selective, on-resin N-methylation of cyclic peptides to generate compounds with drug-like membrane permeability and oral bioavailability. The selectivity and degree of N-methylation of the cyclic peptide was dependent on backbone stereochemistry, suggesting that conformation dictates the regiochemistry of the N-methylation reaction. The permeabilities of the N-methyl variants were corroborated by computational studies on a 1,024-member virtual library of N-methyl cyclic peptides. One of the most permeable compounds, a cyclic hexapeptide (molecular mass = 755 Da) with three N-methyl groups, showed an oral bioavailability of 28% in rat.
- Published
- 2011
- Full Text
- View/download PDF
50. Biostructural Features of Additional Jasplakinolide (Jaspamide) Analogues
- Author
-
Brandon I. Morinaka, Sarah J. Robinson, Joseph Media, Phillip Crews, Katharine R. Watts, Taro Amagata, Walter M. Bray, Nadine C. Gassner, R. Scott Lokey, Karen Tenney, and Frederick A. Valeriote
- Subjects
Stereochemistry ,Pharmaceutical Science ,Antineoplastic Agents ,Marine Biology ,Biology ,Peptides, Cyclic ,Filamentous actin ,Article ,Analytical Chemistry ,HeLa ,Depsipeptides ,Drug Discovery ,Animals ,Fiji ,Humans ,Cytotoxicity ,Pharmacology ,Depsipeptide ,chemistry.chemical_classification ,Dose-Response Relationship, Drug ,Molecular Structure ,Cytotoxins ,Organic Chemistry ,Stereoisomerism ,Biological activity ,HCT116 Cells ,biology.organism_classification ,Actins ,National Cancer Institute (U.S.) ,United States ,In vitro ,Cyclic peptide ,Complementary and alternative medicine ,chemistry ,Biochemistry ,Molecular Medicine ,Drug Screening Assays, Antitumor ,Molecular probe ,HeLa Cells - Abstract
The cyclodepsipeptide jasplakinolide (1) (a.k.a. jaspamide), isolated previously from the marine sponge Jaspis splendens, is a unique cytotoxin and molecular probe that operates through stabilization of filamentous actin (F-actin). We have recently disclosed that two analogues of 1, jasplakinolides B (3) and E, were referred to the National Cancer Institute's (NCI) Biological Evaluation Committee and the objective of this study was to re-investigate a Fijian collection of J. splendens in an effort to find jasplakinolide congeners with similar biological properties. The current efforts have afforded six known jasplakinolide analogues (4 - 7, 9 - 10), two structures requiring revision (8 and 14) and four new congeners of 1 (11 - 13, 15) including open chain derivatives and structures with modified β-tyrosine residues. Compounds were evaluated for biological activity in the NCI's 60 cell line screen and in a microfilament disruption assay in both HCT-116 and HeLa cells. These two phenotypic screens provide evidence that each cytotoxic analogue, including jasplakinolide B (3), operates by modification of microfilaments. The new structure jasplakinolide V (13) has also been selected for study by the NCI's Biological Evaluation Committee. In addition, the results of a clonogenic dose response study on jasplakinolide are presented.
- Published
- 2011
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.