201
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Choudhury AR, Maity A, Chakraborty S, Chakrabarti R. Computational design of stapled peptide inhibitor against
SARS‐CoV
‐2 receptor binding domain. Pept Sci (Hoboken) 2022; 114:e24267. [PMID: 35574509 PMCID: PMC9088457 DOI: 10.1002/pep2.24267] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 03/18/2022] [Accepted: 03/28/2022] [Indexed: 12/25/2022]
Abstract
Since its first detection in 2019, the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS‐CoV‐2) has been the cause of millions of deaths worldwide. Despite the development and administration of different vaccines, the situation is still worrisome as the virus is constantly mutating to produce newer variants some of which are highly infectious. This raises an urgent requirement to understand the infection mechanism and thereby design therapeutic‐based treatment for COVID‐19. The gateway of the virus to the host cell is mediated by the binding of the receptor binding domain (RBD) of the virus spike protein to the angiotensin‐converting enzyme 2 (ACE2) of the human cell. Therefore, the RBD of SARS‐CoV‐2 can be used as a target to design therapeutics. The α1 helix of ACE2, which forms direct contact with the RBD surface, has been used as a template in the current study to design stapled peptide therapeutics. Using computer simulation, the mechanism and thermodynamics of the binding of six stapled peptides with RBD have been estimated. Among these, the one with two lactam stapling agents has shown binding affinity, sufficient to overcome RBD‐ACE2 binding. Analyses of the mechanistic detail reveal that a reorganization of amino acids at the RBD‐ACE2 interface produces favorable enthalpy of binding whereas conformational restriction of the free peptide reduces the loss in entropy to result higher binding affinity. The understanding of the relation of the nature of the stapling agent with their binding affinity opens up the avenue to explore stapled peptides as therapeutic against SARS‐CoV‐2.
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Affiliation(s)
- Asha Rani Choudhury
- Department of Chemistry Indian Institute of Technology Bombay, Powai Mumbai India
| | - Atanu Maity
- Department of Chemistry Indian Institute of Technology Bombay, Powai Mumbai India
| | | | - Rajarshi Chakrabarti
- Department of Chemistry Indian Institute of Technology Bombay, Powai Mumbai India
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202
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Elwakeel A. Abrogating the Interaction Between p53 and Mortalin (Grp75/HSPA9/mtHsp70) for Cancer Therapy: The Story so far. Front Cell Dev Biol 2022; 10:879632. [PMID: 35493098 PMCID: PMC9047732 DOI: 10.3389/fcell.2022.879632] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 03/15/2022] [Indexed: 11/22/2022] Open
Abstract
p53 is a transcription factor that activates the expression of a set of genes that serve as a critical barrier to oncogenesis. Inactivation of p53 is the most common characteristic in sporadic human cancers. Mortalin is a differentially sub-cellularly localized member of the heat shock protein 70 family of chaperones that has essential mitochondrial and extra-mitochondrial functions. Elevated mortalin levels in multiple cancerous tissues and tumor-derived cell lines emphasized its key role in oncogenesis. One of mortalin’s major oncogenic roles is the inactivation of p53. Mortalin binds to p53 sequestering it in the cytoplasm. Hence, p53 cannot freely shuttle to the nucleus to perform its tumor suppressor functions as a transcription factor. This protein-protein interaction was reported to be cancer-specific, hence, a selective druggable target for a rationalistic cancer therapeutic strategy. In this review article, the chronological identification of mortalin-p53 interactions is summarized, the challenges and general strategies for targeting protein-protein interactions are briefly discussed, and information about compounds that have been reported to abrogate mortalin-p53 interaction is provided. Finally, the reasons why the disruption of this druggable interaction has not yet been applied clinically are discussed.
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203
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tRNA fMet Inactivating Mycobacterium tuberculosis VapBC Toxin-Antitoxin Systems as Therapeutic Targets. Antimicrob Agents Chemother 2022; 66:e0189621. [PMID: 35404073 DOI: 10.1128/aac.01896-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The Mycobacterium tuberculosis genome contains an abundance of toxin-antitoxin (TA) systems, 50 of which belong to the VapBC family. The activity of VapC toxins is controlled by dynamic association with their cognate antitoxins-the toxin is inactive when complexed with VapB antitoxin but active when freed. Here, we determined the cellular target of two phylogenetically related VapC toxins and demonstrate how their properties can be harnessed for drug development. First, we used a specialized RNA sequencing (RNA-seq) approach, 5' RNA-seq, to accurately identify the in vivo RNA target of M. tuberculosis VapC2 and VapC21 toxins. Both toxins exclusively disable initiator tRNAfMet through cleavage at a single, identical site within their anticodon loop. Consistent with the essential role and global requirement for initiator tRNAfMet in bacteria, expression of each VapC toxin resulted in potent translation inhibition followed by growth arrest and cell death. Guided by previous structural studies, we then mutated two conserved amino acids in the antitoxin (WR→AA) that resided in the toxin-antitoxin interface and were predicted to inhibit toxin activity. Both mutants were markedly less efficient in rescuing growth over time, suggesting that screens for high-affinity small-molecule inhibitors against this or other crucial VapB-VapC interaction sites could drive constitutive inactivation of tRNAfMet by these VapC toxins. Collectively, the properties of the VapBC2 and VapBC21 TA systems provide a framework for development of bactericidal antitubercular agents with high specificity for M. tuberculosis cells.
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204
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Tang R, Chen P, Wang Z, Wang L, Hao H, Hou T, Sun H. Characterizing the stabilization effects of stabilizers in protein-protein systems with end-point binding free energy calculations. Brief Bioinform 2022; 23:6565618. [PMID: 35395683 DOI: 10.1093/bib/bbac127] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 02/10/2022] [Accepted: 03/15/2022] [Indexed: 02/06/2023] Open
Abstract
Drug design targeting protein-protein interactions (PPIs) associated with the development of diseases has been one of the most important therapeutic strategies. Besides interrupting the PPIs with PPI inhibitors/blockers, increasing evidence shows that stabilizing the interaction between two interacting proteins may also benefit the therapy, such as the development of various types of molecular glues/stabilizers that mostly work by stabilizing the two interacting proteins to regulate the downstream biological effects. However, characterizing the stabilization effect of a stabilizer is usually hard or too complicated for traditional experiments since it involves ternary interactions [protein-protein-stabilizer (PPS) interaction]. Thus, developing reliable computational strategies will facilitate the discovery/design of molecular glues or PPI stabilizers. Here, by fully analyzing the energetic features of the binary interactions in the PPS ternary complex, we systematically investigated the performance of molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) and molecular mechanics generalized Born surface area (MM/GBSA) methods on characterizing the stabilization effects of stabilizers in 14-3-3 systems. The results show that both MM/PBSA and MM/GBSA are powerful tools in distinguishing the stabilizers from the decoys (with area under the curves of 0.90-0.93 for all tested cases) and are reasonable for ranking protein-peptide interactions in the presence or absence of stabilizers as well (with the average Pearson correlation coefficient of ~0.6 at a relatively high dielectric constant for both methods). Moreover, to give a detailed picture of the stabilization effects, the stabilization mechanism is also analyzed from the structural and energetic points of view for individual systems containing strong or weak stabilizers. This study demonstrates a potential strategy to accelerate the discovery of PPI stabilizers.
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Affiliation(s)
- Rongfan Tang
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
| | - Pengcheng Chen
- Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, Taizhou 318000, Zhejiang, P. R. China
| | - Zhe Wang
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, P. R. China
| | - Lingling Wang
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
| | - Haiping Hao
- State Key Laboratory of Natural Medicines, Key Lab of Drug Metabolism and Pharmacokinetics, China Pharmaceutical University, 210009 Nanjing, China
| | - Tingjun Hou
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, P. R. China
| | - Huiyong Sun
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
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205
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Hoopes CR, Garcia FJ, Sarkar AM, Kuehl NJ, Barkan DT, Collins NL, Meister GE, Bramhall TR, Hsu CH, Jones MD, Schirle M, Taylor MT. Donor-Acceptor Pyridinium Salts for Photo-Induced Electron-Transfer-Driven Modification of Tryptophan in Peptides, Proteins, and Proteomes Using Visible Light. J Am Chem Soc 2022; 144:6227-6236. [PMID: 35364811 PMCID: PMC10124759 DOI: 10.1021/jacs.1c10536] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Tryptophan (Trp) plays a variety of critical functional roles in protein biochemistry; however, owing to its low natural frequency and poor nucleophilicity, the design of effective methods for both single protein bioconjugation at Trp as well as for in situ chemoproteomic profiling remains a challenge. Here, we report a method for covalent Trp modification that is suitable for both scenarios by invoking photo-induced electron transfer (PET) as a means of driving efficient reactivity. We have engineered biaryl N-carbamoyl pyridinium salts that possess a donor-acceptor relationship that enables optical triggering with visible light whilst simultaneously attenuating the probe's photo-oxidation potential in order to prevent photodegradation. This probe was assayed against a small bank of eight peptides and proteins, where it was found that micromolar concentrations of the probe and short irradiation times (10-60 min) with violet light enabled efficient reactivity toward surface exposed Trp residues. The carbamate transferring group can be used to transfer useful functional groups to proteins including affinity tags and click handles. DFT calculations and other mechanistic analyses reveal correlations between excited state lifetimes, relative fluorescence quantum yields, and chemical reactivity. Biotinylated and azide-functionalized pyridinium salts were used for Trp profiling in HEK293T lysates and in situ in HEK293T cells using 440 nm LED irradiation. Peptide-level enrichment from live cell labeling experiments identified 290 Trp modifications, with 82% selectivity for Trp modification over other π-amino acids, demonstrating the ability of this method to identify and quantify reactive Trp residues from live cells.
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Affiliation(s)
- Caleb R Hoopes
- Department of Chemistry, University of Wyoming, Laramie, Wyoming 82071, United States
| | - Francisco J Garcia
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Akash M Sarkar
- Department of Chemistry, University of Wyoming, Laramie, Wyoming 82071, United States
| | - Nicholas J Kuehl
- Department of Chemistry, University of Wyoming, Laramie, Wyoming 82071, United States
| | - David T Barkan
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Nicole L Collins
- Department of Chemistry, University of Wyoming, Laramie, Wyoming 82071, United States
| | - Glenna E Meister
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Taylor R Bramhall
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Chien-Hsiang Hsu
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Michael D Jones
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Markus Schirle
- Novartis Institutes for Biomedical Research, 181 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Michael T Taylor
- Department of Chemistry, University of Wyoming, Laramie, Wyoming 82071, United States
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206
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The emerging role of mass spectrometry-based proteomics in drug discovery. Nat Rev Drug Discov 2022; 21:637-654. [PMID: 35351998 DOI: 10.1038/s41573-022-00409-3] [Citation(s) in RCA: 94] [Impact Index Per Article: 47.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/19/2022] [Indexed: 12/14/2022]
Abstract
Proteins are the main targets of most drugs; however, system-wide methods to monitor protein activity and function are still underused in drug discovery. Novel biochemical approaches, in combination with recent developments in mass spectrometry-based proteomics instrumentation and data analysis pipelines, have now enabled the dissection of disease phenotypes and their modulation by bioactive molecules at unprecedented resolution and dimensionality. In this Review, we describe proteomics and chemoproteomics approaches for target identification and validation, as well as for identification of safety hazards. We discuss innovative strategies in early-stage drug discovery in which proteomics approaches generate unique insights, such as targeted protein degradation and the use of reactive fragments, and provide guidance for experimental strategies crucial for success.
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207
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Wu X, Zhang Q, Guo Y, Zhang H, Guo X, You Q, Wang L. Methods for the Discovery and Identification of Small Molecules Targeting Oxidative Stress-Related Protein–Protein Interactions: An Update. Antioxidants (Basel) 2022; 11:antiox11040619. [PMID: 35453304 PMCID: PMC9025695 DOI: 10.3390/antiox11040619] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 02/04/2023] Open
Abstract
The oxidative stress response pathway is one of the hotspots of current pharmaceutical research. Many proteins involved in these pathways work through protein–protein interactions (PPIs). Hence, targeting PPI to develop drugs for an oxidative stress response is a promising strategy. In recent years, small molecules targeting protein–protein interactions (PPIs), which provide efficient methods for drug discovery, are being investigated by an increasing number of studies. However, unlike the enzyme–ligand binding mode, PPIs usually exhibit large and dynamic binding interfaces, which raise additional challenges for the discovery and optimization of small molecules and for the biochemical techniques used to screen compounds and study structure–activity relationships (SARs). Currently, multiple types of PPIs have been clustered into different classes, which make it difficult to design stationary methods for small molecules. Deficient experimental methods are plaguing medicinal chemists and are becoming a major challenge in the discovery of PPI inhibitors. In this review, we present current methods that are specifically used in the discovery and identification of small molecules that target oxidative stress-related PPIs, including proximity-based, affinity-based, competition-based, structure-guided, and function-based methods. Our aim is to introduce feasible methods and their characteristics that are implemented in the discovery of small molecules for different types of PPIs. For each of these methods, we highlight successful examples of PPI inhibitors associated with oxidative stress to illustrate the strategies and provide insights for further design.
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Affiliation(s)
- Xuexuan Wu
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Qiuyue Zhang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yuqi Guo
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Hengheng Zhang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Xiaoke Guo
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
- Correspondence: (X.G.); (Q.Y.); (L.W.); Tel.: +86-025-83271351 (Q.Y.); +86-15261483858 (L.W.)
| | - Qidong You
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
- Correspondence: (X.G.); (Q.Y.); (L.W.); Tel.: +86-025-83271351 (Q.Y.); +86-15261483858 (L.W.)
| | - Lei Wang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
- Correspondence: (X.G.); (Q.Y.); (L.W.); Tel.: +86-025-83271351 (Q.Y.); +86-15261483858 (L.W.)
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208
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Dubrow A, Zuniga B, Topo E, Cho JH. Suppressing Nonspecific Binding in Biolayer Interferometry Experiments for Weak Ligand-Analyte Interactions. ACS OMEGA 2022; 7:9206-9211. [PMID: 35350330 PMCID: PMC8945191 DOI: 10.1021/acsomega.1c05659] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 02/01/2022] [Indexed: 06/14/2023]
Abstract
Quantitative analysis of protein-protein interactions (PPIs) using biolayer interferometry (BLI) requires effective suppression of nonspecific binding (NSB) between analytes and biosensors. In particular, the study of weak interactions (i.e., K D > 1 μM) requires high concentrations of analytes, which substantially increases NSB. However, there are only a few so-called NSB blockers compatible with biomolecules, which limits the use of BLI in the accurate analysis of weak interactions. The present study aims to identify a new NSB blocker for the quantitative analysis of weak PPIs using BLI. We find that saccharides, especially sucrose, are potent NSB blockers and demonstrate their compatibility with other blocking additives. We also demonstrate the effects of the new NSB blocker by characterizing the binding between nonstructural protein 1 of the influenza A virus and human phosphoinositide 3-kinase. We anticipate that the new NSB-blocking admixture will find broad applications in studying weak interactions using BLI.
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209
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Identifying HSV-1 Inhibitors from Natural Compounds via Virtual Screening Targeting Surface Glycoprotein D. Pharmaceuticals (Basel) 2022; 15:ph15030361. [PMID: 35337158 PMCID: PMC8955139 DOI: 10.3390/ph15030361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 03/07/2022] [Accepted: 03/11/2022] [Indexed: 02/05/2023] Open
Abstract
Herpes simplex virus (HSV) infections are a worldwide health problem in need of new effective treatments. Of particular interest is the identification of antiviral agents that act via different mechanisms compared to current drugs, as these could interact synergistically with first-line antiherpetic agents to accelerate the resolution of HSV-1-associated lesions. For this study, we applied a structure-based molecular docking approach targeting the nectin-1 and herpesvirus entry mediator (HVEM) binding interfaces of the viral glycoprotein D (gD). More than 527,000 natural compounds were virtually screened using Autodock Vina and then filtered for favorable ADMET profiles. Eight top hits were evaluated experimentally in African green monkey kidney cell line (VERO) cells, which yielded two compounds with potential antiherpetic activity. One active compound (1-(1-benzofuran-2-yl)-2-[(5Z)-2H,6H,7H,8H-[1,3] dioxolo[4,5-g]isoquinoline-5-ylidene]ethenone) showed weak but significant antiviral activity. Although less potent than antiherpetic agents, such as acyclovir, it acted at the viral inactivation stage in a dose-dependent manner, suggesting a novel mode of action. These results highlight the feasibility of in silico approaches for identifying new antiviral compounds, which may be further optimized by medicinal chemistry approaches.
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210
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Wang J, Miao Y. Protein-Protein Interaction-Gaussian Accelerated Molecular Dynamics (PPI-GaMD): Characterization of Protein Binding Thermodynamics and Kinetics. J Chem Theory Comput 2022; 18:1275-1285. [PMID: 35099970 DOI: 10.1021/acs.jctc.1c00974] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Protein-protein interactions (PPIs) play key roles in many fundamental biological processes such as cellular signaling and immune responses. However, it has proven challenging to simulate repetitive protein association and dissociation in order to calculate binding free energies and kinetics of PPIs due to long biological timescales and complex protein dynamics. To address this challenge, we have developed a new computational approach to all-atom simulations of PPIs based on a robust Gaussian accelerated molecular dynamics (GaMD) technique. The method, termed "PPI-GaMD", selectively boosts interaction potential energy between protein partners to facilitate their slow dissociation. Meanwhile, another boost potential is applied to the remaining potential energy of the entire system to effectively model the protein's flexibility and rebinding. PPI-GaMD has been demonstrated on a model system of the ribonuclease barnase interactions with its inhibitor barstar. Six independent 2 μs PPI-GaMD simulations have captured repetitive barstar dissociation and rebinding events, which enable calculations of the protein binding thermodynamics and kinetics simultaneously. The calculated binding free energies and kinetic rate constants agree well with the experimental data. Furthermore, PPI-GaMD simulations have provided mechanistic insights into barstar binding to barnase, which involves long-range electrostatic interactions and multiple binding pathways, being consistent with previous experimental and computational findings of this model system. In summary, PPI-GaMD provides a highly efficient and easy-to-use approach for binding free energy and kinetics calculations of PPIs.
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Affiliation(s)
- Jinan Wang
- Center for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, United States
| | - Yinglong Miao
- Center for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, United States
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211
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Integrated bioinformatics analysis identifies microRNA-200a-5p as a new plasma marker in patient with venous thromboembolism. Ann Vasc Surg 2022; 84:354-370. [PMID: 35276351 DOI: 10.1016/j.avsg.2022.02.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 02/22/2022] [Accepted: 02/27/2022] [Indexed: 11/22/2022]
Abstract
AIMS Venous thromboembolism (VTE) is a major global health problem with high incidence and mortality. Vein endothelial cell (VEC) dysfunction is the primary cause of VTE. MicroRNAs (miRNAs) assist in the regulation of VEC functional pathways. Our objective was to identify potential miRNA target genes associated with VTE. MATERIALS AND METHODS To explore the association between mRNAs and miRNAs in VTE, we performed mRNA or miRNA microarray analysis and experiments in vitro. In addition, five online bioinformatics tools identified the target genes of differentially expressed miRNAs, and miRNA-gene network was constructed. As a result, hub miRNA and mRNA were confirmed. Finally, wound healing assay and transwell migration assay were performed to elucidate the effect of hub miRNA in VEC. Luciferase reporter assay and real-time quantitative polymerase chain reaction (RT-qPCR) were performed to decide the role of miRNA in the expression of hub mRNA. RESULTS Screening identified eight overlapping dysregulated genes in patients with VTE, three of which demonstrated significantly decreased expression of miR-200a-5p. Low expression miR-200a-5p in VTE patients is confirmed by ROC analysis (AUC=0.800, P=0.023) and binary logistic regression (OR=0.359, 95% confidence interval: 0.605-0.995). RT-qPCR results showed that miR-200a-5p level was decreased in hypoxia VEC (P=0.038). MiR-200a-5p significantly promoted the migration ability of VEC. The result of Dual-luciferase reporter assay showed that cytochrome coxidaseⅦc(COX7C) directly inhibit the miR-200a-5p expression by binding 5'UTR of miR-200a-5p (P=0.011). CONCLUSIONS We anticipate that miR-200a-5p-COX7C pair might be involved in the progression of VTE. Moreover, miR-200a-5p might be a therapeutic target for VTE.
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212
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Cheng X, Chen R, Zhou T, Zhang B, Li Z, Gao M, Huang Y, Liu H, Su Z. Leveraging the multivalent p53 peptide-MdmX interaction to guide the improvement of small molecule inhibitors. Nat Commun 2022; 13:1087. [PMID: 35228542 PMCID: PMC8885691 DOI: 10.1038/s41467-022-28721-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 01/27/2022] [Indexed: 12/21/2022] Open
Abstract
Overexpressed Mdm2 and its 7homolog MdmX impair p53 activity in many cancers. Small molecules mimicking a p53 peptide can effectively inhibit Mdm2 but not MdmX. Here, we show a strategy for improving lead compounds for Mdm2 and MdmX inhibition based on the multivalency of the p53 peptide. Crystal structures of MdmX complexed with nutlin-3a, a strong Mdm2 inhibitor but a weak one for MdmX, reveal that nutlin-3a fits into the ligand binding pocket of MdmX mimicking the p53 peptide. However, due to distinct flexibility around the MdmX ligand binding pocket, the structures are missing many important intermolecular interactions that exist in the MdmX/p53 peptide and Mdm2/nultin-3a complexes. By targeting these flexible regions, we identify allosteric and additive fragments that enhance the binding affinity of nutlin-3a for MdmX, leading to potent Mdm2/MdmX inhibitors with anticancer activity. Our work provides a practical approach to drug design for signal transduction therapy. Peptide fragments derived from the interfaces of protein-protein interactions (PPIs) provide useful templates for designing small molecule PPI inhibitors. Here, the authors utilize the multivalency of an MdmX-binding p53 peptide to develop a weak inhibitor of MdmX into potent Mdm2/MdmX inhibitors.
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213
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Begnini F, Geschwindner S, Johansson P, Wissler L, Lewis RJ, Danelius E, Luttens A, Matricon P, Carlsson J, Lenders S, König B, Friedel A, Sjö P, Schiesser S, Kihlberg J. Importance of Binding Site Hydration and Flexibility Revealed When Optimizing a Macrocyclic Inhibitor of the Keap1-Nrf2 Protein-Protein Interaction. J Med Chem 2022; 65:3473-3517. [PMID: 35108001 PMCID: PMC8883477 DOI: 10.1021/acs.jmedchem.1c01975] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Upregulation of the transcription factor Nrf2 by inhibition of the interaction with its negative regulator Keap1 constitutes an opportunity for the treatment of disease caused by oxidative stress. We report a structurally unique series of nanomolar Keap1 inhibitors obtained from a natural product-derived macrocyclic lead. Initial exploration of the structure-activity relationship of the lead, followed by structure-guided optimization, resulted in a 100-fold improvement in inhibitory potency. The macrocyclic core of the nanomolar inhibitors positions three pharmacophore units for productive interactions with key residues of Keap1, including R415, R483, and Y572. Ligand optimization resulted in the displacement of a coordinated water molecule from the Keap1 binding site and a significantly altered thermodynamic profile. In addition, minor reorganizations of R415 and R483 were accompanied by major differences in affinity between ligands. This study therefore indicates the importance of accounting both for the hydration and flexibility of the Keap1 binding site when designing high-affinity ligands.
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Affiliation(s)
- Fabio Begnini
- Department
of Chemistry—BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Stefan Geschwindner
- Mechanistic
and Structural Biology, Discovery Sciences, R&D, AstraZeneca, 43183 Mölndal, Sweden
| | - Patrik Johansson
- Mechanistic
and Structural Biology, Discovery Sciences, R&D, AstraZeneca, 43183 Mölndal, Sweden
| | - Lisa Wissler
- Mechanistic
and Structural Biology, Discovery Sciences, R&D, AstraZeneca, 43183 Mölndal, Sweden
| | - Richard J. Lewis
- Department
of Medicinal Chemistry, Research and Early Development, Respiratory
and Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca, 43183 Mölndal, Sweden
| | - Emma Danelius
- Department
of Chemistry—BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Andreas Luttens
- Science
for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, Box
596, 75124 Uppsala, Sweden
| | - Pierre Matricon
- Science
for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, Box
596, 75124 Uppsala, Sweden
| | - Jens Carlsson
- Science
for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, Box
596, 75124 Uppsala, Sweden
| | - Stijn Lenders
- Department
of Chemistry—BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Beate König
- Department
of Chemistry—BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Anna Friedel
- Department
of Chemistry—BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Peter Sjö
- Drugs
for Neglected Diseases Initiative (DNDi), 15 Chemin Camille-Vidart, 1202 Geneva, Switzerland
| | - Stefan Schiesser
- Department
of Medicinal Chemistry, Research and Early Development, Respiratory
and Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca, 43183 Mölndal, Sweden,
| | - Jan Kihlberg
- Department
of Chemistry—BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden,
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214
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Therapeutic RNA-silencing oligonucleotides in metabolic diseases. Nat Rev Drug Discov 2022; 21:417-439. [PMID: 35210608 DOI: 10.1038/s41573-022-00407-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/19/2022] [Indexed: 12/14/2022]
Abstract
Recent years have seen unprecedented activity in the development of RNA-silencing oligonucleotide therapeutics for metabolic diseases. Improved oligonucleotide design and optimization of synthetic nucleic acid chemistry, in combination with the development of highly selective and efficient conjugate delivery technology platforms, have established and validated oligonucleotides as a new class of drugs. To date, there are five marketed oligonucleotide therapies, with many more in clinical studies, for both rare and common liver-driven metabolic diseases. Here, we provide an overview of recent developments in the field of oligonucleotide therapeutics in metabolism, review past and current clinical trials, and discuss ongoing challenges and possible future developments.
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215
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Guo L, He J, Lin P, Huang SY, Wang J. TRScore: a three-dimensional RepVGG-based scoring method for ranking protein docking models. Bioinformatics 2022; 38:2444-2451. [PMID: 35199137 DOI: 10.1093/bioinformatics/btac120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 01/19/2022] [Accepted: 02/21/2022] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION Protein-protein interactions (PPI) play important roles in cellular activities. Due to the technical difficulty and high cost of experimental methods, there are considerable interests towards the development of computational approaches, such as protein docking, to decipher PPI patterns. One of the important and difficult aspects in protein docking is recognizing near-native conformations from a set of decoys, but unfortunately traditional scoring functions still suffer from limited accuracy. Therefore, new scoring methods are pressingly needed in methodological and/or practical implications. RESULTS We present a new deep learning-based scoring method for ranking protein-protein docking models based on a three-dimensional (3D) RepVGG network, named TRScore. To recognize near-native conformations from a set of decoys, TRScore voxelizes the protein-protein interface into a 3D grid labeled by the number of atoms in different physicochemical classes. Benefiting from the deep convolutional RepVGG architecture, TRScore can effectively capture the subtle differences between energetically favorable near-native models and unfavorable non-native decoys without needing extra information. TRScore was extensively evaluated on diverse test sets including protein-protein docking benchmark 5.0 update set, DockGround decoy set, as well as realistic CAPRI decoy set, and overall obtained a significant improvement over existing methods in cross validation and independent evaluations. AVAILABILITY Codes available at: https://github.com/BioinformaticsCSU/TRScore.
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Affiliation(s)
- Linyuan Guo
- School of Computer Science, Central South University, Changsha, Hunan 410083, China
| | - Jiahua He
- School of Physics, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
| | - Peicong Lin
- School of Physics, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
| | - Sheng-You Huang
- School of Physics, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
| | - Jianxin Wang
- School of Computer Science, Central South University, Changsha, Hunan 410083, China
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216
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Trobe M, Schreiner T, Vareka M, Grimm S, Wölfl B, Breinbauer R. A Modular Synthesis of Teraryl‐based α‐Helix Mimetics, Part 5: A Complete Set of Pyridine Boronic Acid Pinacol Esters Featuring Side Chains of Proteinogenic Amino Acids. European J Org Chem 2022; 2022:e202101280. [PMID: 35910461 PMCID: PMC9304165 DOI: 10.1002/ejoc.202101280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/08/2022] [Indexed: 11/30/2022]
Abstract
Teraryl‐based α‐helix mimetics have proven to be useful compounds for the inhibition of protein‐protein interactions (PPI). We have developed a modular and flexible approach for the synthesis of teraryl‐based α‐helix mimetics using pyridine containing boronic acid building blocks to increase the water solubility. Following our initial publication in which we have introduced the methodology in combination with sequential Pd‐catalyzed cross‐coupling for teraryl assembly, we can now report a complete set of pyridine based boronic acid building blocks decorated with side chains of all proteinogenic amino acids relevant for PPI (Ala, Arg, Asn, Asp, Cys, Gln, Glu, His, Ile, Leu, Lys, Met, Phe, Ser, Thr, Trp, Tyr, Val) to complement the core fragment set. For a representative set of teraryls we have studied the influence of the pyridine rings on the solubility of the assembled oligoarenes.
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Affiliation(s)
- Melanie Trobe
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Till Schreiner
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Martin Vareka
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Sebastian Grimm
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Bernhard Wölfl
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Rolf Breinbauer
- Technische Universitat Graz Institute of Organic Chemistry Stremayrgasse 9 A-8010 Graz AUSTRIA
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217
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Trobe M, Vareka M, Schreiner T, Dobrounig P, Doler C, Holzinger EB, Steinegger A, Breinbauer R. Modular Synthesis of Teraryl‐based alpha ‐Helix Mimetics, Part 3: Iodophenyltriflate Core Fragments Featuring Side Chains of Proteinogenic Amino Acids. European J Org Chem 2022; 2022:e202101278. [PMID: 35910459 PMCID: PMC9306992 DOI: 10.1002/ejoc.202101278] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/08/2022] [Indexed: 11/18/2022]
Abstract
Teraryl‐based α‐helix mimetics have proven to be useful compounds for the inhibition of protein‐protein interactions (PPI). We have developed a modular and flexible approach for the synthesis of teraryl‐based α‐helix mimetics using a benzene core unit featuring two leaving groups of differentiated reactivity in the Pd‐catalyzed cross‐coupling used for teraryl assembly. In previous publications we have introduced the methodology of 4‐iodophenyltriflates decorated with the side chains of some of the proteinogenic amino acids. We herein report the core fragments corresponding to the previously missing amino acids Arg, Asn, Asp, Met, Trp and Tyr. Therefore, our set now encompasses all relevant amino acid analogues with the exception of His. In order to be compatible with the triflate moiety, some of the nucleophilic side chains had to be provided in a protected form to serve as stable building blocks. Additionally, cross‐coupling procedures for the assembly of teraryls were investigated.
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Affiliation(s)
- Melanie Trobe
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Martin Vareka
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Till Schreiner
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Patrick Dobrounig
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Carina Doler
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Ella B. Holzinger
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Andreas Steinegger
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Rolf Breinbauer
- Technische Universitat Graz Institute of Organic Chemistry Stremayrgasse 9 A-8010 Graz AUSTRIA
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218
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Trobe M, Blesl J, Vareka M, Schreiner T, Breinbauer R. Modular Synthesis of Teraryl‐based alpha‐Helix Mimetics, Part 4: Core Fragments with two Halide Leaving Groups Featuring Side Chains of Proteinogenic Amino Acids. European J Org Chem 2022; 2022:e202101279. [PMID: 35910460 PMCID: PMC9304293 DOI: 10.1002/ejoc.202101279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/08/2022] [Indexed: 12/03/2022]
Abstract
Teraryl‐based α‐helix mimetics have proven to be useful compounds for the inhibition of protein‐protein interactions (PPI). We have developed a modular and flexible approach for the synthesis of teraryl‐based α‐helix mimetics using a benzene core unit featuring two halide leaving groups of differentiated reactivity in the Pd‐catalyzed cross‐coupling used for teraryl assembly. The use of para‐bromo iodoarene core fragments resolved the issue of hydrolysis during cross‐coupling that was observed when using triflate as a leaving group. We report a complete set of para‐bromoiodoarene core fragments decorated with side chains of all proteinogenic amino acids relevant for PPI (Ala, Arg, Asn, Asp, Cys, Gln, Glu, His, Ile, Leu, Lys, Met, Phe, Ser, Thr, Trp, Tyr and Val). In order to be compatible with general cross‐coupling conditions, some of the nucleophilic side chains had to be provided in a protected form to serve as stable building blocks.
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Affiliation(s)
- Melanie Trobe
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Julia Blesl
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Martin Vareka
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Till Schreiner
- Graz University of Technology: Technische Universitat Graz Institute of Organic Chemistry AUSTRIA
| | - Rolf Breinbauer
- Technische Universitat Graz Institute of Organic Chemistry Stremayrgasse 9 A-8010 Graz AUSTRIA
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219
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Cao S, Kang S, Mao H, Yao J, Gu L, Zheng N. Defining molecular glues with a dual-nanobody cannabidiol sensor. Nat Commun 2022; 13:815. [PMID: 35145136 PMCID: PMC8831599 DOI: 10.1038/s41467-022-28507-1] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 01/27/2022] [Indexed: 12/14/2022] Open
Abstract
"Molecular glue" (MG) is a term coined to describe the mechanism of action of the plant hormone auxin and subsequently used to characterize synthetic small molecule protein degraders exemplified by immune-modulatory imide drugs (IMiDs). Prospective development of MGs, however, has been hampered by its elusive definition and thermodynamic characteristics. Here, we report the crystal structure of a dual-nanobody cannabidiol-sensing system, in which the ligand promotes protein-protein interaction in a manner analogous to auxin. Through quantitative analyses, we draw close parallels among the dual-nanobody cannabidiol sensor, the auxin perception complex, and the IMiDs-bound CRL4CRBN E3, which can bind and ubiquitinate "neo-substrates". All three systems, including the recruitment of IKZF1 and CK1α to CRBN, are characterized by the lack of ligand binding activity in at least one protein partner and an under-appreciated preexisting low micromolar affinity between the two proteinaceous subunits that is enhanced by the ligand to reach the nanomolar range. These two unifying features define MGs as a special class of proximity inducers distinct from bifunctional compounds and can be used as criteria to guide target selection for future rational discovery of MGs.
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Affiliation(s)
- Shiyun Cao
- Howard Hughes Medical Institute, Department of Pharmacology, University of Washington, Seattle, WA, 98195, USA
| | - Shoukai Kang
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Haibin Mao
- Howard Hughes Medical Institute, Department of Pharmacology, University of Washington, Seattle, WA, 98195, USA
| | - Jiayu Yao
- Howard Hughes Medical Institute, Department of Pharmacology, University of Washington, Seattle, WA, 98195, USA
| | - Liangcai Gu
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA
| | - Ning Zheng
- Howard Hughes Medical Institute, Department of Pharmacology, University of Washington, Seattle, WA, 98195, USA.
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220
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Quantitative Proteomics Reveals the Role of Lysine 2-Hydroxyisobutyrylation Pathway Mediated by Tip60. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:4571319. [PMID: 35178156 PMCID: PMC8847014 DOI: 10.1155/2022/4571319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/12/2022] [Indexed: 11/17/2022]
Abstract
Lysine 2-hydroxyisobutyrylation (Khib) is a new type of posttranslational modifications (PTMs) extensively reported on eukaryotic cell histones. It is evolutionarily conserved and participates in diverse important biological processes, such as transcription and cell metabolism. Recently, it has been demonstrated that Khib can be regulated by p300 and Tip60. Although the specific Khib substrates mediated by p300 have been revealed, how Tip60 regulates diverse cellular processes through the Khib pathway and the different roles between Tip60 and p300 in regulating Khib remain largely unknown, which prevents us from understanding how this modification executes its biological functions. In this study, we report the first Khib proteome mediated by Tip60. In total, 3502 unique Khib sites from 1050 proteins were identified. Among them, 536 Khib sites from 406 proteins were present only in Tip60 overexpressing cells and 13 Khib sites increased more than 2-fold in response to Tip60 overexpression, indicating that Tip60 significantly affected global Khib. Notably, only 5 of the 549 Tip60-targeted Khib sites overlapped with the 149 known Khib sites targeted by p300, indicating the different Khib substrate preferences of Tip60 and p300. In addition, the Khib substrates regulated by Tip60 are deeply involved in processes such as nucleic acid metabolism and translation, and some are associated with Parkinson’s and Prion diseases. In summary, our research reveals the Khib substrates targeted by Tip60, which elucidates the effect of Tip60 in regulating various cellular processes through the Khib pathway, and proposes novel views into the functional mechanism of Tip60.
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221
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Awuni E. Modeling the MreB-CbtA Interaction to Facilitate the Prediction and Design of Candidate Antibacterial Peptides. Front Mol Biosci 2022; 8:814935. [PMID: 35155572 PMCID: PMC8828653 DOI: 10.3389/fmolb.2021.814935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 12/21/2021] [Indexed: 11/13/2022] Open
Abstract
Protein-protein interactions (PPIs) have emerged as promising targets for PPI modulators as alternative drugs because they are essential for most biochemical processes in living organisms. In recent years, a spotlight has been put on the development of peptide-based PPI inhibitors as the next-generation therapeutics to combat antimicrobial resistance taking cognizance of protein-based PPI-modulators that interact with target proteins to inhibit function. Although protein-based PPI inhibitors are not effective therapeutic agents because of their high molecular weights, they could serve as sources for peptide-based pharmaceutics if the target-inhibitor complex is accessible and well characterized. The Escherichia coli (E. coli) toxin protein, CbtA, has been identified as a protein-based PPI modulator that binds to the bacterial actin homolog MreB leading to the perturbation of its polymerization dynamics; and consequently has been suggested to have antibacterial properties. Unfortunately, however, the three-dimensional structures of CbtA and the MreB-CbtA complex are currently not available to facilitate the optimization process of the pharmacological properties of CbtA. In this study, computer modeling strategies were used to predict key MreB-CbtA interactions to facilitate the design of antiMreB peptide candidates. A model of the E. coli CbtA was built using the trRosetta software and its stability was assessed through molecular dynamics (MD) simulations. The modeling and simulations data pointed to a model with reasonable quality and stability. Also, the HADDOCK software was used to predict a possible MreB-CbtA complex, which was characterized through MD simulations and compared with MreB-MreB dimmer. The results suggest that CbtA inhibits MreB through the competitive mechanism whereby CbtA competes with MreB monomers for the interprotofilament interface leading to interference with double protofilament formation. Additionally, by using the antiBP software to predict antibacterial peptides in CbtA, and the MreB-CbtA complex as the reference structure to determine important interactions and contacts, candidate antiMreB peptides were suggested. The peptide sequences could be useful in a rational antimicrobial peptide hybridization strategy to design novel antibiotics. All-inclusive, the data reveal the molecular basis of MreB inhibition by CbtA and can be incorporated in the design/development of the next-generation antibacterial peptides targeting MreB.
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222
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Fragment-based exploration of the 14-3-3/Amot-p130 interface. Curr Res Struct Biol 2022; 4:21-28. [PMID: 35036934 PMCID: PMC8743172 DOI: 10.1016/j.crstbi.2021.12.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 12/06/2021] [Accepted: 12/20/2021] [Indexed: 02/06/2023] Open
Abstract
The modulation of protein-protein interactions (PPIs) has developed into a well-established field of drug discovery. Despite the advances achieved in the field, many PPIs are still deemed as ‘undruggable’ targets and the design of PPIs stabilizers remains a significant challenge. The application of fragment-based methods for the identification of drug leads and to evaluate the ‘tractability’ of the desired protein target has seen a remarkable development in recent years. In this study, we explore the molecular characteristics of the 14-3-3/Amot-p130 PPI and the conceptual possibility of targeting this interface using X-ray crystallography fragment-based screening. We report the first structural elucidation of the 14-3-3 binding motif of Amot-p130 and the characterization of the binding mode and affinities involved. We made use of fragments to probe the ‘ligandability’ of the 14-3-3/Amot-p130 composite binding pocket. Here we disclose initial hits with promising stabilizing activity and an early-stage selectivity toward the Amot-p130 motifs over other representatives 14-3-3 partners. Our findings highlight the potential of using fragments to characterize and explore proteins' surfaces and might provide a starting point toward the development of small molecules capable of acting as molecular glues. Phosphorylation of Ser 175 mediates binding of Amot-p130 to 14-3-3. The crystal structure of the 14-3-3σΔC/Amot-p130 peptide complex describes the interface. A fragment-based exploration of the interface assesses ‘ligandability’. Fragments binding at the 14-3-3/Amot-p130 interface display an initial stabilizing activity.
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Key Words
- 14-3-3 /protein-protein interactions stabilizers
- AIP4, Atrophin-1 interacting protein 4
- Amot, Angiomotin
- Amot-p130
- AmotL1/2, Angiomotin-like 1/2
- FBDD, Fragment-based drug discovery
- FP, Fluorescence polarization
- Fragment-based drug discovery
- Lats 1/2, Large tumor suppressor 1/2
- Ligandability
- MST, Microscale thermophoresis
- PPI, Protein-protein interaction
- PTMs, post-translational modifications
- X-ray crystallography
- YAP1, Yes-associated protein 1
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223
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Islam MS, Junod SL, Zhang S, Buuh ZY, Guan Y, Zhao M, Kaneria KH, Kafley P, Cohen C, Maloney R, Lyu Z, Voelz VA, Yang W, Wang RE. Unprotected peptide macrocyclization and stapling via a fluorine-thiol displacement reaction. Nat Commun 2022; 13:350. [PMID: 35039490 PMCID: PMC8763920 DOI: 10.1038/s41467-022-27995-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 12/19/2021] [Indexed: 12/31/2022] Open
Abstract
We report the discovery of a facile peptide macrocyclization and stapling strategy based on a fluorine thiol displacement reaction (FTDR), which renders a class of peptide analogues with enhanced stability, affinity, cellular uptake, and inhibition of cancer cells. This approach enabled selective modification of the orthogonal fluoroacetamide side chains in unprotected peptides in the presence of intrinsic cysteines. The identified benzenedimethanethiol linker greatly promoted the alpha helicity of a variety of peptide substrates, as corroborated by molecular dynamics simulations. The cellular uptake of benzenedimethanethiol stapled peptides appeared to be universally enhanced compared to the classic ring-closing metathesis (RCM) stapled peptides. Pilot mechanism studies suggested that the uptake of FTDR-stapled peptides may involve multiple endocytosis pathways in a distinct pattern in comparison to peptides stapled by RCM. Consistent with the improved cell permeability, the FTDR-stapled lead Axin and p53 peptide analogues demonstrated enhanced inhibition of cancer cells over the RCM-stapled analogues and the unstapled peptides. Strategies capable of stapling unprotected peptides in a straightforward, chemoselective, and clean manner, as well as promoting cellular uptake are of great interest. Here the authors report a peptide macrocyclization and stapling strategy which satisfies those criteria, based on a fluorine thiol displacement reaction.
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Affiliation(s)
- Md Shafiqul Islam
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Samuel L Junod
- Department of Biology, Temple University, 1900 N. 12th Street, Philadelphia, PA, 19122, USA
| | - Si Zhang
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Zakey Yusuf Buuh
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Yifu Guan
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Mi Zhao
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Kishan H Kaneria
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Parmila Kafley
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Carson Cohen
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Robert Maloney
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Zhigang Lyu
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Vincent A Voelz
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA
| | - Weidong Yang
- Department of Biology, Temple University, 1900 N. 12th Street, Philadelphia, PA, 19122, USA
| | - Rongsheng E Wang
- Department of Chemistry, Temple University, 1901 N. 13th Street, Philadelphia, PA, 19122, USA.
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224
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Su BG, Henley MJ. Drugging Fuzzy Complexes in Transcription. Front Mol Biosci 2022; 8:795743. [PMID: 34993233 PMCID: PMC8724552 DOI: 10.3389/fmolb.2021.795743] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 12/03/2021] [Indexed: 11/13/2022] Open
Abstract
Transcription factors (TFs) are one of the most promising but underutilized classes of drug targets. The high degree of intrinsic disorder in both the structure and the interactions (i.e., “fuzziness”) of TFs is one of the most important challenges to be addressed in this context. Here, we discuss the impacts of fuzziness on transcription factor drug discovery, describing how disorder poses fundamental problems to the typical drug design, and screening approaches used for other classes of proteins such as receptors or enzymes. We then speculate on ways modern biophysical and chemical biology approaches could synergize to overcome many of these challenges by directly addressing the challenges imposed by TF disorder and fuzziness.
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Affiliation(s)
- Bonnie G Su
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, United States.,The Broad Institute of MIT and Harvard, Cambridge, MA, United States.,Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Matthew J Henley
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, United States.,The Broad Institute of MIT and Harvard, Cambridge, MA, United States
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225
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La Manna S, De Benedictis I, Marasco D. Proteomimetics of Natural Regulators of JAK-STAT Pathway: Novel Therapeutic Perspectives. Front Mol Biosci 2022; 8:792546. [PMID: 35047557 PMCID: PMC8762217 DOI: 10.3389/fmolb.2021.792546] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 11/29/2021] [Indexed: 12/16/2022] Open
Abstract
The JAK-STAT pathway is a crucial cellular signaling cascade, including an intricate network of Protein-protein interactions (PPIs) responsible for its regulation. It mediates the activities of several cytokines, interferons, and growth factors and transduces extracellular signals into transcriptional programs to regulate cell growth and differentiation. It is essential for the development and function of both innate and adaptive immunities, and its aberrant deregulation was highlighted in neuroinflammatory diseases and in crucial mechanisms for tumor cell recognition and tumor-induced immune escape. For its involvement in a multitude of biological processes, it can be considered a valuable target for the development of drugs even if a specific focus on possible side effects associated with its inhibition is required. Herein, we review the possibilities to target JAK-STAT by focusing on its natural inhibitors as the suppressor of cytokine signaling (SOCS) proteins. This protein family is a crucial checkpoint inhibitor in immune homeostasis and a valuable target in immunotherapeutic approaches to cancer and immune deficiency disorders.
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Affiliation(s)
| | | | - Daniela Marasco
- Department of Pharmacy, University of Naples “Federico II”, Naples, Italy
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226
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Challenges and frontiers of computational modelling of biomolecular recognition. QRB DISCOVERY 2022. [DOI: 10.1017/qrd.2022.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Abstract
Biomolecular recognition including binding of small molecules, peptides and proteins to their target receptors plays a key role in cellular function and has been targeted for therapeutic drug design. However, the high flexibility of biomolecules and slow binding and dissociation processes have presented challenges for computational modelling. Here, we review the challenges and computational approaches developed to characterise biomolecular binding, including molecular docking, molecular dynamics simulations (especially enhanced sampling) and machine learning. Further improvements are still needed in order to accurately and efficiently characterise binding structures, mechanisms, thermodynamics and kinetics of biomolecules in the future.
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227
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Laroussi M, Bekeschus S, Keidar M, Bogaerts A, Fridman A, Lu XP, Ostrikov KK, Hori M, Stapelmann K, Miller V, Reuter S, Laux C, Mesbah A, Walsh J, Jiang C, Thagard SM, Tanaka H, Liu DW, Yan D, Yusupov M. Low Temperature Plasma for Biology, Hygiene, and Medicine: Perspective and Roadmap. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2022. [DOI: 10.1109/trpms.2021.3135118] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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228
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Wang Y, Yin F, Li Z. Sulfonium-Tethered Peptide. Methods Mol Biol 2022; 2530:169-175. [PMID: 35761049 DOI: 10.1007/978-1-0716-2489-0_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Stapled peptides have received widespread attention in therapeutics due to the superior membrane penetration and in vivo stability. We have developed a series of methods including CIH, TD coupling, Met-Met, and Cys-Met bis-alkylation strategy to switch peptides' secondary structure and enhance their stability and cellular uptake. Here we focus on the peptide macrocyclization method of Met-Met and Cys-Met bis-alkylation strategy to generate more stable and permeable sulfonium-tethered peptides to avoid tedious synthesis, which can be utilized for drug delivery and further broad biological applications.
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Affiliation(s)
- Yuena Wang
- Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen, People's Republic of China
| | - Feng Yin
- Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen, People's Republic of China
| | - Zigang Li
- Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen, People's Republic of China.
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229
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de Araujo AD, Lim J, Wu KC, Hoang HN, Nguyen HT, Fairlie DP. Landscaping macrocyclic peptides: stapling hDM2-binding peptides for helicity, protein affinity, proteolytic stability and cell uptake. RSC Chem Biol 2022; 3:895-904. [PMID: 35866171 PMCID: PMC9257625 DOI: 10.1039/d1cb00231g] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 05/19/2022] [Indexed: 12/25/2022] Open
Abstract
Surveying macrocycles for mimicking a helical tumor suppressor protein, resisting breakdown by proteases, and entering cancer cells.
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Affiliation(s)
- Aline D. de Araujo
- Division of Chemistry and Structural Biology, ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Junxian Lim
- Division of Chemistry and Structural Biology, ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Kai-Chen Wu
- Division of Chemistry and Structural Biology, ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Huy N. Hoang
- Division of Chemistry and Structural Biology, ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Huy T. Nguyen
- Division of Chemistry and Structural Biology, ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - David P. Fairlie
- Division of Chemistry and Structural Biology, ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
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230
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Santini BL, Zacharias M. Rapid Rational Design of Cyclic Peptides Mimicking Protein-Protein Interfaces. Methods Mol Biol 2022; 2405:231-244. [PMID: 35298817 DOI: 10.1007/978-1-0716-1855-4_12] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The cPEPmatch approach is a rapid computational methodology for the rational design of cyclic peptides to target desired regions of protein-protein interfaces. The method selects cyclic peptides that structurally match backbone structures of short segments at a protein-protein interface. In a second step, the cyclic peptides act as templates for designed binders by adapting the amino acid side chains to the side chains found in the target complex. A link to access the different tools that comprise the cPEPmatch method and a detailed step-by-step guide is provided. We outline the protocol by following the application to a trypsin protease in complex with the bovine inhibitor protein (BPTI). An extension of our original approach is also presented, where we give a detailed description of the usage of the cPEPmatch methodology focusing on identifying hot regions of protein-protein interfaces prior to the matching. This extension allows one to reduce the amount of evaluated putative cyclic peptides and to specifically design only those that compete with the strongest protein-protein binding regions. It is illustrated by an application to an MHC class I protein complex.
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Affiliation(s)
- Brianda L Santini
- Center for Functional Protein Assemblies, Physics Department T38, Technical University of Munich, Ernst-Otto-Fischer-Straße 8, Garching, Germany
| | - Martin Zacharias
- Center for Functional Protein Assemblies, Physics Department T38, Technical University of Munich, Ernst-Otto-Fischer-Straße 8, Garching, Germany.
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231
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Srdanović S, Hegedüs Z, Warriner SL, Wilson AJ. Towards Identification of Protein-Protein Interaction Stabilizers via Inhibitory Peptide-Fragment Hybrids Using Templated Fragment Ligation. RSC Chem Biol 2022; 3:546-550. [PMID: 35656480 PMCID: PMC9092428 DOI: 10.1039/d2cb00025c] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/25/2022] [Indexed: 11/21/2022] Open
Abstract
Using the hDMX/14-3-3 interaction, acylhydrazone-based ligand-directed fragment ligation was used to identify protein-protein interaction (PPI) inhibitory peptide-fragment hybrids. Separation of the peptide-fragment hybrids into the components yielded fragments that stabilized...
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Affiliation(s)
- Sonja Srdanović
- Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
- School of Chemistry, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
| | - Zsofia Hegedüs
- Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
- School of Chemistry, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
- Department of Medical Chemistry, University of Szeged Dóm tér 8 H-6720 Szeged Hungary
| | - Stuart L Warriner
- Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
- School of Chemistry, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
| | - Andrew J Wilson
- Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
- School of Chemistry, University of Leeds, Woodhouse Lane Leeds LS2 9JT UK
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232
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Chen SJ, Bi YH, Zhang LH. Systematic analysis of the potential off-target activities of osimertinib by computational target fishing. Anticancer Drugs 2022; 33:e434-e443. [PMID: 34459459 DOI: 10.1097/cad.0000000000001229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Osimertinib is a third-generation epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor used to treat non-small cell lung cancer. However, its off-targets are obscure, and systematic analysis of off-target activities remains to be performed. Here, we identified the off-targets of osimertinib using PharmMapper and DRAR-CPI and analyzed the intersected targets using the GeneMANIA and DAVID servers. A drug-target-pathway network was constructed to visualize the associations. The results showed that osimertinib is associated with 31 off-targets, 40 Kyoto Encyclopedia of Genes and Genomes pathways, and 9 diseases. Network analysis revealed that the targets were involved in cancer and other physiological processes. In addition to EGFR, molecular docking analysis showed that seven proteins, namely Janus kinase 3, peroxisome proliferator-activated receptor alpha, renin, mitogen-activated protein kinases, lymphocyte-specific protein tyrosine kinase, cell division protein kinase 2 and proto-oncogene tyrosine-protein kinase Src, could also be potential targets of osimertinib. In conclusion, osimertinib is predicted to target multiple proteins and pathways, resulting in the formation of an action network via which it exerts systematic pharmacological effects.
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Affiliation(s)
- Shao-Jun Chen
- Department of Traditional Chinese Medicine, Zhejiang Pharmaceutical College, Ningbo
| | - Yan-Hua Bi
- The Children's Hospital, Zhejiang University School of Medicine, National clinical research center for child health, Hangzhou
| | - Li-Hua Zhang
- Department of Food Science, Faculty of Food Science, Zhejiang Pharmaceutical College, Ningbo, China
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233
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van der Velden LM, Maas P, van Amersfoort M, Timmermans-Sprang EPM, Mensinga A, van der Vaart E, Malergue F, Viëtor H, Derksen PWB, Klumperman J, van Agthoven A, Egan DA, Mol JA, Strous GJ. Small molecules to regulate the GH/IGF1 axis by inhibiting the growth hormone receptor synthesis. Front Endocrinol (Lausanne) 2022; 13:926210. [PMID: 35966052 PMCID: PMC9365994 DOI: 10.3389/fendo.2022.926210] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022] Open
Abstract
Growth hormone (GH) and insulin-like growth factor-1 (IGF1) play an important role in mammalian development, cell proliferation and lifespan. Especially in cases of tumor growth there is an urgent need to control the GH/IGF1 axis. In this study we screened a 38,480-compound library, and in two consecutive rounds of analogues selection, we identified active lead compounds based on the following criteria: inhibition the GH receptor (GHR) activity and its downstream effectors Jak2 and STAT5, and inhibition of growth of breast and colon cancer cells. The most active small molecule (BM001) inhibited both the GH/IGF1 axis and cell proliferation with an IC50 of 10-30 nM of human cancer cells. BM001 depleted GHR in human lymphoblasts. In preclinical xenografted experiments, BM001 showed a strong decrease in tumor volume in mice transplanted with MDA-MB-231 breast cancer cells. Mechanistically, the drug acts on the synthesis of the GHR. Our findings open the possibility to inhibit the GH/IGF1 axis with a small molecule.
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Affiliation(s)
- Lieke M. van der Velden
- Department of Cell Biology, Centre for Molecular Medicine, University Medical Center (UMC) Utrecht, Utrecht, Netherlands
| | - Peter Maas
- Specs Compound Handling, Zoetermeer, Netherlands
- *Correspondence: Ger J. Strous, ; Jan A. Mol, ; Peter Maas,
| | | | | | - Anneloes Mensinga
- Department of Cell Biology, Centre for Molecular Medicine, University Medical Center (UMC) Utrecht, Utrecht, Netherlands
| | - Elisabeth van der Vaart
- Department of Cell Biology, Centre for Molecular Medicine, University Medical Center (UMC) Utrecht, Utrecht, Netherlands
| | - Fabrice Malergue
- Department of Research and Development, Beckman Coulter Life Science, Immunotech Marseille, Marseille, France
| | - Henk Viëtor
- Drug Discovery Factory (DDF) Ventures, Breukelen, Netherlands
| | - Patrick W B. Derksen
- Department of Pathology, University Medical Center (UMC) Utrecht, Utrecht, Netherlands
| | - Judith Klumperman
- Department of Cell Biology, Centre for Molecular Medicine, University Medical Center (UMC) Utrecht, Utrecht, Netherlands
| | - Andreas van Agthoven
- Department of Research and Development, Beckman Coulter Life Science, Immunotech Marseille, Marseille, France
| | - David A. Egan
- Cell Screening Core, Department of Cell Biology, Center for Molecular Medicine, University Medical Center, Utrecht, Netherlands
| | - Jan A. Mol
- Department of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
- *Correspondence: Ger J. Strous, ; Jan A. Mol, ; Peter Maas,
| | - Ger J. Strous
- Department of Cell Biology, Centre for Molecular Medicine, University Medical Center (UMC) Utrecht, Utrecht, Netherlands
- *Correspondence: Ger J. Strous, ; Jan A. Mol, ; Peter Maas,
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234
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Laveglia V, Giachetti A, Cerofolini L, Haubrich K, Fragai M, Ciulli A, Rosato A. Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server. J Chem Inf Model 2021; 61:5726-5733. [PMID: 34843238 PMCID: PMC8715503 DOI: 10.1021/acs.jcim.1c00871] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Indexed: 11/28/2022]
Abstract
Nuclear magnetic resonance (NMR) is an effective, commonly used experimental approach to screen small organic molecules against a protein target. A very popular method consists of monitoring the changes of the NMR chemical shifts of the protein nuclei upon addition of the small molecule to the free protein. Multidimensional NMR experiments allow the interacting residues to be mapped along the protein sequence. A significant amount of human effort goes into manually tracking the chemical shift variations, especially when many signals exhibit chemical shift changes and when many ligands are tested. Some computational approaches to automate the procedure are available, but none of them as a web server. Furthermore, some methods require the adoption of a fairly specific experimental setup, such as recording a series of spectra at increasing small molecule:protein ratios. In this work, we developed a tool requesting a minimal amount of experimental data from the user, implemented it as an open-source program, and made it available as a web application. Our tool compares two spectra, one of the free protein and one of the small molecule:protein mixture, based on the corresponding peak lists. The performance of the tool in terms of correct identification of the protein-binding regions has been evaluated on different protein targets, using experimental data from interaction studies already available in the literature. For a total of 16 systems, our tool achieved between 79% and 100% correct assignments, properly identifying the protein regions involved in the interaction.
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Affiliation(s)
- Vincenzo Laveglia
- Consorzio
Interuniversitario di Risonanze Magnetiche di Metallo Proteine, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Andrea Giachetti
- Consorzio
Interuniversitario di Risonanze Magnetiche di Metallo Proteine, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Linda Cerofolini
- Consorzio
Interuniversitario di Risonanze Magnetiche di Metallo Proteine, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
| | - Kevin Haubrich
- School
of Life Sciences, Division of Biological Chemistry and Drug Discovery, The University of Dundee, James Black Centre, Dow Street, DD1 5EH, Dundee, United Kingdom
| | - Marco Fragai
- Consorzio
Interuniversitario di Risonanze Magnetiche di Metallo Proteine, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
- Department
of Chemistry, University of Florence, Via della Lastruccia 3, 50019 Sesto Fiorentino, Italy
| | - Alessio Ciulli
- School
of Life Sciences, Division of Biological Chemistry and Drug Discovery, The University of Dundee, James Black Centre, Dow Street, DD1 5EH, Dundee, United Kingdom
| | - Antonio Rosato
- Consorzio
Interuniversitario di Risonanze Magnetiche di Metallo Proteine, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, Italy
- Department
of Chemistry, University of Florence, Via della Lastruccia 3, 50019 Sesto Fiorentino, Italy
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235
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Genetically encoding latent bioreactive amino acids and the development of covalent protein drugs. Curr Opin Chem Biol 2021; 66:102106. [PMID: 34968810 DOI: 10.1016/j.cbpa.2021.102106] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 11/07/2021] [Accepted: 11/25/2021] [Indexed: 12/11/2022]
Abstract
As natural proteins generally do not bind targets in a covalent mode, the therapeutic potential of covalent protein drugs remains largely unexplored. Recently, latent bioreactive amino acids have been incorporated into proteins through genetic code expansion, which selectively react with nearby natural residues via proximity-enabled reactivity, generating diverse covalent linkages for proteins in vitro and in cells. These new covalent linkages provide novel avenues for protein research and engineering. In addition, a general platform technology, proximity-enabled reactive therapeutics (PERx), has been established for the development of covalent protein drugs. The first covalent protein drug demonstrates advantageous features in cancer immunotherapy in mice. Selective introduction of covalent bonds into proteins will advance biological studies, synthetic biology, and biotherapeutics with the power of biocompatible covalent chemistries.
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236
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Farina B, Pirone L, D’Abrosca G, Della Valle M, Russo L, Isernia C, Sassano M, Del Gatto A, Di Gaetano S, Zaccaro L, Malgieri G, Pedone EM, Fattorusso R. Screening a Molecular Fragment Library to Modulate the PED/PEA15-Phospholipase D1 Interaction in Cellular Lysate Environments. ACS Chem Biol 2021; 16:2798-2807. [PMID: 34825823 DOI: 10.1021/acschembio.1c00688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The overexpression of PED/PEA15, the phosphoprotein enriched in diabetes/phosphoprotein enriched in the astrocytes 15 protein (here referred simply to as PED), observed in some forms of type II diabetes, reduces the transport of insulin-stimulated glucose by binding to the phospholipase D1 (PLD1). The inhibition of the PED/PLD1 interaction was shown to restore basal glucose transport, indicating PED as a pharmacological target for the development of drugs capable of improving insulin sensitivity and glucose tolerance. We here report the identification and selection of PED ligands by means of NMR screening of a library of small organic molecules, NMR characterization of the PED/PLD1 interaction in lysates of cells expressing PLD1, and modulation of such interactions using BPH03, the best selected ligand. Overall, we complement the available literature data by providing detailed information on the structural determinants of the PED/PLD1 interaction in a cellular lysate environment and indicate BPH03 as a precious scaffold for the development of novel compounds that are able to modulate such interactions with possible therapeutic applications in type II diabetes.
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Affiliation(s)
- Biancamaria Farina
- Istituto di Biostrutture e Bioimmagini, CNR, via Mezzocannone 16, 80134 Napoli, Italy
| | - Luciano Pirone
- Istituto di Biostrutture e Bioimmagini, CNR, via Mezzocannone 16, 80134 Napoli, Italy
| | - Gianluca D’Abrosca
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
| | - Maria Della Valle
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
| | - Luigi Russo
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
| | - Carla Isernia
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
| | - Marica Sassano
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
| | - Annarita Del Gatto
- Istituto di Biostrutture e Bioimmagini, CNR, via Mezzocannone 16, 80134 Napoli, Italy
| | - Sonia Di Gaetano
- Istituto di Biostrutture e Bioimmagini, CNR, via Mezzocannone 16, 80134 Napoli, Italy
| | - Laura Zaccaro
- Istituto di Biostrutture e Bioimmagini, CNR, via Mezzocannone 16, 80134 Napoli, Italy
| | - Gaetano Malgieri
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
| | - Emilia M. Pedone
- Istituto di Biostrutture e Bioimmagini, CNR, via Mezzocannone 16, 80134 Napoli, Italy
| | - Roberto Fattorusso
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania─L. Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy
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237
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Kerr RV, Fairbairn JA, Merritt AT, Bugg TDH. Peptidomimetic analogues of an Arg-Trp-x-x-Trp motif responsible for interaction of translocase MraY with bacteriophage ϕX174 lysis protein E. Bioorg Med Chem 2021; 52:116502. [PMID: 34808406 DOI: 10.1016/j.bmc.2021.116502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 10/29/2021] [Accepted: 10/29/2021] [Indexed: 11/25/2022]
Abstract
Translocase MraY is the target for bacteriophage ϕX174 lysis protein E, which interacts via a protein-protein interaction mediated by Phe-288 and Glu-287 of E. coli MraY, and an Arg-Trp-x-x-Trp motif on protein E, also found in several cationic antimicrobial peptides. Analogues of Arg-Trp-octyl ester, found previously to show antimicrobial activity, were tested for antimicrobial activity, with Lys-Trp-oct (MIC50P. fluorescens 5 µg/mL) and Arg-Trp-decyl ester (MIC50P. fluorescens 3 µg/mL) showing enhanced antimicrobial activity. Synthesis and testing of α-helix peptidomimetic analogues for this motif revealed improved antibacterial activity (MIC50E. coli 4-7 µg/mL) for analogues containing two aromatic substituents, mimicking the Arg-Trp-x-x-Trp motif, and MraY inhibition (IC50 140 µM) by one such peptidomimetic. Investigation of mechanism of action using the Alamar Blue membrane permeabilisation assay revealed bacteriostatic and bacteriocidal mechanisms in different members of this set of compounds, raising the possibility of more than one biological target. The observed antimicrobial activity and MraY inhibition shown by peptidomimetic compounds confirms that this site could be targeted by drug-like molecules.
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Affiliation(s)
- Rachel V Kerr
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, UK
| | - Julia A Fairbairn
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, UK
| | - Andrew T Merritt
- LifeArc, SBC Open Innovation Campus, Stevenage, Herts SG1 2FX, UK
| | - Timothy D H Bugg
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, UK.
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238
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Gironda-Martínez A, Gorre ÉMD, Prati L, Gosalbes JF, Dakhel S, Cazzamalli S, Samain F, Donckele EJ, Neri D. Identification and Validation of New Interleukin-2 Ligands Using DNA-Encoded Libraries. J Med Chem 2021; 64:17496-17510. [PMID: 34821503 DOI: 10.1021/acs.jmedchem.1c01693] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Interleukin-2 (IL2) is a pro-inflammatory cytokine that plays a crucial role in immunity, which is increasingly being used for therapeutic applications. There is growing interest in developing IL2-based therapeutics which do not interact with the alpha subunit of the IL2 receptor (CD25) as this protein is primarily found on immunosuppressive regulatory T cells (Tregs). Screenings of a new DNA-encoded library, comprising 669,240 members, provided a novel series of IL2 ligands, subsequently optimized by medicinal chemistry. One of these molecules (compound 18) bound to IL2 with a dissociation constant of 0.34 μM was able to form a kinetically stable complex with IL2 in size-exclusion chromatography and recognized the CD25-binding site as evidenced by competition experiments with the NARA1 antibody. Compound 18 and other members of the series may represent the starting point for the discovery of potent small-molecule modulators of IL2 activity, abrogating the binding to CD25.
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Affiliation(s)
| | - Émile M D Gorre
- Philochem AG, Libernstrasse 3, CH-8112 Otelfingen, Switzerland
| | - Luca Prati
- Philochem AG, Libernstrasse 3, CH-8112 Otelfingen, Switzerland
| | | | - Sheila Dakhel
- Philochem AG, Libernstrasse 3, CH-8112 Otelfingen, Switzerland
| | | | - Florent Samain
- Philochem AG, Libernstrasse 3, CH-8112 Otelfingen, Switzerland
| | | | - Dario Neri
- Philochem AG, Libernstrasse 3, CH-8112 Otelfingen, Switzerland.,Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology (ETH Zürich), Vladimir-Prelog-Weg 3, CH-8093 Zürich, Switzerland.,Philogen S.p.A, 53100 Siena, Italy
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239
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Chu WT, Yan Z, Chu X, Zheng X, Liu Z, Xu L, Zhang K, Wang J. Physics of biomolecular recognition and conformational dynamics. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2021; 84:126601. [PMID: 34753115 DOI: 10.1088/1361-6633/ac3800] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 11/09/2021] [Indexed: 06/13/2023]
Abstract
Biomolecular recognition usually leads to the formation of binding complexes, often accompanied by large-scale conformational changes. This process is fundamental to biological functions at the molecular and cellular levels. Uncovering the physical mechanisms of biomolecular recognition and quantifying the key biomolecular interactions are vital to understand these functions. The recently developed energy landscape theory has been successful in quantifying recognition processes and revealing the underlying mechanisms. Recent studies have shown that in addition to affinity, specificity is also crucial for biomolecular recognition. The proposed physical concept of intrinsic specificity based on the underlying energy landscape theory provides a practical way to quantify the specificity. Optimization of affinity and specificity can be adopted as a principle to guide the evolution and design of molecular recognition. This approach can also be used in practice for drug discovery using multidimensional screening to identify lead compounds. The energy landscape topography of molecular recognition is important for revealing the underlying flexible binding or binding-folding mechanisms. In this review, we first introduce the energy landscape theory for molecular recognition and then address four critical issues related to biomolecular recognition and conformational dynamics: (1) specificity quantification of molecular recognition; (2) evolution and design in molecular recognition; (3) flexible molecular recognition; (4) chromosome structural dynamics. The results described here and the discussions of the insights gained from the energy landscape topography can provide valuable guidance for further computational and experimental investigations of biomolecular recognition and conformational dynamics.
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Affiliation(s)
- Wen-Ting Chu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, People's Republic of China
| | - Zhiqiang Yan
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, People's Republic of China
| | - Xiakun Chu
- Department of Chemistry & Physics, State University of New York at Stony Brook, Stony Brook, NY 11794, United States of America
| | - Xiliang Zheng
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, People's Republic of China
| | - Zuojia Liu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, People's Republic of China
| | - Li Xu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, People's Republic of China
| | - Kun Zhang
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, People's Republic of China
| | - Jin Wang
- Department of Chemistry & Physics, State University of New York at Stony Brook, Stony Brook, NY 11794, United States of America
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240
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Schneider AFL, Kallen J, Ottl J, Reid PC, Ripoche S, Ruetz S, Stachyra TM, Hintermann S, Dumelin CE, Hackenberger CPR, Marzinzik AL. Discovery, X-ray structure and CPP-conjugation enabled uptake of p53/MDM2 macrocyclic peptide inhibitors. RSC Chem Biol 2021; 2:1661-1668. [PMID: 34977581 PMCID: PMC8637822 DOI: 10.1039/d1cb00056j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 08/21/2021] [Indexed: 12/16/2022] Open
Abstract
Mouse double minute 2 homolog (MDM2, Hdm2) is an important negative regulator of the tumor suppressor p53. Using a mRNA based display technique to screen a library of >1012 in vitro-translated cyclic peptides, we have identified a macrocyclic ligand that shows picomolar potency on MDM2. X-Ray crystallography reveals a novel binding mode utilizing a unique pharmacophore to occupy the Phe/Trp/Leu pockets on MDM2. Conjugation of a cyclic cell-penetrating peptide (cCPP) to the initially non cell-permeable ligand enables cellular uptake and a pharmacodynamic response in SJSA-1 cells. The demonstrated enhanced intracellular availability of cyclic peptides that are identified by a display technology exemplifies a process for the application of intracellular tools for drug discovery projects.
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Affiliation(s)
- Anselm F L Schneider
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP), Robert-Rössle-Strasse 10 Berlin 13125 Germany
| | - Joerg Kallen
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
| | - Johannes Ottl
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
| | - Patrick C Reid
- PeptiDream, 3-25-23 Tonomachi Kawasaki-Ku Kanagawa 210-0821 Japan
| | - Sebastien Ripoche
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
| | - Stephan Ruetz
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
| | | | - Samuel Hintermann
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
| | - Christoph E Dumelin
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
| | - Christian P R Hackenberger
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP), Robert-Rössle-Strasse 10 Berlin 13125 Germany .,Humboldt Universität zu Berlin, Institut für Chemie, Brook-Taylor-Str. 2 Berlin 12489 Germany
| | - Andreas L Marzinzik
- Novartis Institutes for BioMedical Research, Novartis Campus Basel CH-4056 Switzerland
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241
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A 3D structural SARS-CoV-2-human interactome to explore genetic and drug perturbations. Nat Methods 2021; 18:1477-1488. [PMID: 34845387 PMCID: PMC8665054 DOI: 10.1038/s41592-021-01318-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 10/05/2021] [Indexed: 01/08/2023]
Abstract
Emergence of new viral agents is driven by evolution of interactions between viral proteins and host targets. For instance, increased infectivity of SARS-CoV-2 compared to SARS-CoV-1 arose in part through rapid evolution along the interface between the spike protein and its human receptor ACE2, leading to increased binding affinity. To facilitate broader exploration of how pathogen-host interactions might impact transmission and virulence in the ongoing COVID-19 pandemic, we performed state-of-the-art interface prediction followed by molecular docking to construct a three-dimensional structural interactome between SARS-CoV-2 and human. We additionally carried out downstream meta-analyses to investigate enrichment of sequence divergence between SARS-CoV-1 and SARS-CoV-2 or human population variants along viral-human protein-interaction interfaces, predict changes in binding affinity by these mutations/variants and further prioritize drug repurposing candidates predicted to competitively bind human targets. We believe this resource ( http://3D-SARS2.yulab.org ) will aid in development and testing of informed hypotheses for SARS-CoV-2 etiology and treatments.
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242
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Li X, Zhang X, Xing R, Qi F, Dong J, Li D, Tian X, Yu B, Huang M, Zhang L, Yuan X, Yang Y, Wu H, Zang L, Mao X, Sui R. Syringic acid demonstrates promising protective effect against tau fibrillization and cytotoxicity through regulation of endoplasmic reticulum stress-mediated pathway as a prelude to Alzheimer's disease. Int J Biol Macromol 2021; 192:491-497. [PMID: 34599991 DOI: 10.1016/j.ijbiomac.2021.09.173] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/04/2021] [Accepted: 09/24/2021] [Indexed: 01/06/2023]
Abstract
There are several studies reporting that different plant-based metabolites are potential inhibitors of protein amyloid fibrillation. As chemical features of metabolites can regulate protein aggregation process, in the present in vitro investigation, tau protein was selected as a model of Alzheimer's disease to elaborate the inhibitory effect of syringic acid (SA) on its assembly and associated neurotoxicity in aggregation conditions. Extrinsic fluorescence, Congo red adsorption, and CD spectroscopic studies, TEM, size-exclusion chromatography, and MALDI-TOF mass spectrometry analysis along with MTT and qRT-PCR assays were performed to assess the inhibitory effects of SA against tau aggregation and neurotoxicity. It was shown that SA has the tendency to control the aggregation of the tau proteins through modulating the amyloid kinetic parameters, exposure of hydrophobic residues, and structural changes. Moreover, the structures formed in the presence of SA recovered the viability of neuron-like cells (SH-SY5Y) through regulation of endoplasmic reticulum stress signaling pathway by downregulation of ATF-6, caspase-8 and caspase-3 mRNA. In conclusion, it can be suggested that SA may be used as a potential small molecule in the development of therapeutic platforms against Alzheimer's disease.
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Affiliation(s)
- Xidong Li
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Xuejie Zhang
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Ruixian Xing
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Fengjiao Qi
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Jing Dong
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Dan Li
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Xue Tian
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Bo Yu
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Meiyi Huang
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Lei Zhang
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Xueling Yuan
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Yang Yang
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Huiru Wu
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Lie Zang
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Xin Mao
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China
| | - Rubo Sui
- Department of Neurology, the First Affiliated Hospital of Jinzhou Medical University, Jinzhou 121099, China.
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243
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Ishikawa T, Ozono H, Akisawa K, Hatada R, Okuwaki K, Mochizuki Y. Interaction Analysis on the SARS-CoV-2 Spike Protein Receptor Binding Domain Using Visualization of the Interfacial Electrostatic Complementarity. J Phys Chem Lett 2021; 12:11267-11272. [PMID: 34766775 PMCID: PMC8609912 DOI: 10.1021/acs.jpclett.1c02788] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/11/2021] [Indexed: 05/13/2023]
Abstract
Visualization of the interfacial electrostatic complementarity (VIINEC) is a recently developed method for analyzing protein-protein interactions using electrostatic potential (ESP) calculated via the ab initio fragment molecular orbital method. In this Letter, the molecular interactions of the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein with human angiotensin-converting enzyme 2 (ACE2) and B38 neutralizing antibody were examined as an illustrative application of VIINEC. The results of VIINEC revealed that the E484 of RBD has a role in making a local electrostatic complementary with ACE2 at the protein-protein interface, while it causes a considerable repulsive electrostatic interaction. Furthermore, the calculated ESP map at the interface of the RBD/B38 complex was significantly different from that of the RBD/ACE2 complex, which is discussed herein in association with the mechanism of the specificity of the antibody binding to the target protein.
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Affiliation(s)
- Takeshi Ishikawa
- Department
of Chemistry, Biotechnology, and Chemical Engineering, Graduate School
of Science and Engineering, Kagoshima University, 1-21-40 Korimoto, Kagoshima, Kagoshima 890-0065, Japan
| | - Hiroki Ozono
- Department
of Chemistry, Biotechnology, and Chemical Engineering, Graduate School
of Science and Engineering, Kagoshima University, 1-21-40 Korimoto, Kagoshima, Kagoshima 890-0065, Japan
| | - Kazuki Akisawa
- Department
of Chemistry and Research Center for Smart Molecules, Faculty of Science, Rikkyo University, 3-34-1 Nishi-ikebukuro, Toshima-ku, Tokyo 171-8501, Japan
| | - Ryo Hatada
- Department
of Chemistry and Research Center for Smart Molecules, Faculty of Science, Rikkyo University, 3-34-1 Nishi-ikebukuro, Toshima-ku, Tokyo 171-8501, Japan
| | - Koji Okuwaki
- Department
of Chemistry and Research Center for Smart Molecules, Faculty of Science, Rikkyo University, 3-34-1 Nishi-ikebukuro, Toshima-ku, Tokyo 171-8501, Japan
| | - Yuji Mochizuki
- Department
of Chemistry and Research Center for Smart Molecules, Faculty of Science, Rikkyo University, 3-34-1 Nishi-ikebukuro, Toshima-ku, Tokyo 171-8501, Japan
- Institute
of Industrial Science, The University of
Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan
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244
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Abstract
Post-translational modifications (PTMs) direct the assembly of protein complexes. In this context, proteolysis is a unique PTM because it is irreversible; the hydrolysis of the peptide backbone generates separate fragments bearing a new N and C terminus. Proteolysis can "re-wire" protein-protein interactions (PPIs) via the recruitment of end-binding proteins to new termini. In this review, we focus on the role of proteolysis in specifically creating complexes by recruiting E3 ubiquitin ligases to new N and C termini. These complexes potentiate proteolytic signaling by "erasing" proteolytic modifications. This activity tunes the duration and magnitude of protease signaling events. Recent work has shown that the stepwise process of proteolysis, end-binding by E3 ubiquitin ligases, and fragment turnover is associated with both the nascent N terminus (i.e., N-degron pathways) and the nascent C terminus (i.e., the C-degron pathways). Here, we discuss how these pathways might harmonize protease signaling with protein homeostasis (i.e., proteostasis).
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Affiliation(s)
- Matthew Ravalin
- Department of Pharmaceutical Chemistry, University of California at San Francisco, San Francisco, CA, USA
| | - Koli Basu
- Department of Pharmaceutical Chemistry, University of California at San Francisco, San Francisco, CA, USA
| | - Jason E. Gestwicki
- Department of Pharmaceutical Chemistry, University of California at San Francisco, San Francisco, CA, USA
- Institute for Neurodegenerative Diseases, University of California at San Francisco, San Francisco, CA, USA
| | - Charles S. Craik
- Department of Pharmaceutical Chemistry, University of California at San Francisco, San Francisco, CA, USA
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245
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Kruse T, Benz C, Garvanska DH, Lindqvist R, Mihalic F, Coscia F, Inturi R, Sayadi A, Simonetti L, Nilsson E, Ali M, Kliche J, Moliner Morro A, Mund A, Andersson E, McInerney G, Mann M, Jemth P, Davey NE, Överby AK, Nilsson J, Ivarsson Y. Large scale discovery of coronavirus-host factor protein interaction motifs reveals SARS-CoV-2 specific mechanisms and vulnerabilities. Nat Commun 2021; 12:6761. [PMID: 34799561 PMCID: PMC8605023 DOI: 10.1038/s41467-021-26498-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 10/06/2021] [Indexed: 12/13/2022] Open
Abstract
Viral proteins make extensive use of short peptide interaction motifs to hijack cellular host factors. However, most current large-scale methods do not identify this important class of protein-protein interactions. Uncovering peptide mediated interactions provides both a molecular understanding of viral interactions with their host and the foundation for developing novel antiviral reagents. Here we describe a viral peptide discovery approach covering 23 coronavirus strains that provides high resolution information on direct virus-host interactions. We identify 269 peptide-based interactions for 18 coronaviruses including a specific interaction between the human G3BP1/2 proteins and an ΦxFG peptide motif in the SARS-CoV-2 nucleocapsid (N) protein. This interaction supports viral replication and through its ΦxFG motif N rewires the G3BP1/2 interactome to disrupt stress granules. A peptide-based inhibitor disrupting the G3BP1/2-N interaction dampened SARS-CoV-2 infection showing that our results can be directly translated into novel specific antiviral reagents.
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Affiliation(s)
- Thomas Kruse
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Faculty of Health and Medical Sciences, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Caroline Benz
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Dimitriya H Garvanska
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Faculty of Health and Medical Sciences, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Richard Lindqvist
- Department of Clinical Microbiology, Umeå University, 90185, Umeå, Sweden
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, 90186, Umeå, Sweden
| | - Filip Mihalic
- Department of Medical Biochemistry and Microbiology, Uppsala University, BMC, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Fabian Coscia
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Faculty of Health and Medical Sciences, Blegdamsvej 3B, 2200, Copenhagen, Denmark
- Spatial Proteomics Group, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, 13125, Berlin, Germany
| | - Raviteja Inturi
- Department of Medical Biochemistry and Microbiology, Uppsala University, BMC, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Ahmed Sayadi
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Leandro Simonetti
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Emma Nilsson
- Department of Clinical Microbiology, Umeå University, 90185, Umeå, Sweden
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, 90186, Umeå, Sweden
| | - Muhammad Ali
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Johanna Kliche
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Ainhoa Moliner Morro
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Andreas Mund
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Faculty of Health and Medical Sciences, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Eva Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, BMC, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Gerald McInerney
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Matthias Mann
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Faculty of Health and Medical Sciences, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Per Jemth
- Department of Medical Biochemistry and Microbiology, Uppsala University, BMC, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Norman E Davey
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB, UK
| | - Anna K Överby
- Department of Clinical Microbiology, Umeå University, 90185, Umeå, Sweden.
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, 90186, Umeå, Sweden.
| | - Jakob Nilsson
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Faculty of Health and Medical Sciences, Blegdamsvej 3B, 2200, Copenhagen, Denmark.
| | - Ylva Ivarsson
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden.
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246
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Mahindra A, Tejeda G, Rossi M, Janha O, Herbert I, Morris C, Morgan DC, Beattie W, Montezano AC, Hudson B, Tobin AB, Bhella D, Touyz RM, Jamieson AG, Baillie GS, Blair CM. Peptides derived from the SARS-CoV-2 receptor binding motif bind to ACE2 but do not block ACE2-mediated host cell entry or pro-inflammatory cytokine induction. PLoS One 2021; 16:e0260283. [PMID: 34793553 PMCID: PMC8601423 DOI: 10.1371/journal.pone.0260283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 11/05/2021] [Indexed: 11/19/2022] Open
Abstract
SARS-CoV-2 viral attachment and entry into host cells is mediated by a direct interaction between viral spike glycoproteins and membrane bound angiotensin-converting enzyme 2 (ACE2). The receptor binding motif (RBM), located within the S1 subunit of the spike protein, incorporates the majority of known ACE2 contact residues responsible for high affinity binding and associated virulence. Observation of existing crystal structures of the SARS-CoV-2 receptor binding domain (SRBD)-ACE2 interface, combined with peptide array screening, allowed us to define a series of linear native RBM-derived peptides that were selected as potential antiviral decoy sequences with the aim of directly binding ACE2 and attenuating viral cell entry. RBM1 (16mer): S443KVGGNYNYLYRLFRK458, RBM2A (25mer): E484GFNCYFPLQSYGFQPTNGVGYQPY508, RBM2B (20mer): F456NCYFPLQSYGFQPTNGVGY505 and RBM2A-Sc (25mer): NYGLQGSPFGYQETPYPFCNFVQYG. Data from fluorescence polarisation experiments suggested direct binding between RBM peptides and ACE2, with binding affinities ranging from the high nM to low μM range (Kd = 0.207-1.206 μM). However, the RBM peptides demonstrated only modest effects in preventing SRBD internalisation and showed no antiviral activity in a spike protein trimer neutralisation assay. The RBM peptides also failed to suppress S1-protein mediated inflammation in an endogenously expressing ACE2 human cell line. We conclude that linear native RBM-derived peptides are unable to outcompete viral spike protein for binding to ACE2 and therefore represent a suboptimal approach to inhibiting SARS-CoV-2 viral cell entry. These findings reinforce the notion that larger biologics (such as soluble ACE2, 'miniproteins', nanobodies and antibodies) are likely better suited as SARS-CoV-2 cell-entry inhibitors than short-sequence linear peptides.
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Affiliation(s)
- Amit Mahindra
- School of Chemistry, University of Glasgow, Glasgow, United Kingdom
| | - Gonzalo Tejeda
- Institute of Molecular Cell & Systems Biology, School of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Mario Rossi
- Institute of Molecular Cell & Systems Biology, School of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy
| | - Omar Janha
- Institute of Molecular Cell & Systems Biology, School of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Imogen Herbert
- MRC Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Caroline Morris
- School of Chemistry, University of Glasgow, Glasgow, United Kingdom
| | | | - Wendy Beattie
- Institute of Cardiovascular and Medical Sciences, Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Augusto C. Montezano
- Institute of Cardiovascular and Medical Sciences, Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Brian Hudson
- Institute of Molecular Cell & Systems Biology, School of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Andrew B. Tobin
- Institute of Molecular Cell & Systems Biology, School of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - David Bhella
- MRC Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Rhian M. Touyz
- Institute of Cardiovascular and Medical Sciences, Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - George S. Baillie
- Institute of Cardiovascular and Medical Sciences, Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Connor M. Blair
- Institute of Cardiovascular and Medical Sciences, Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
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247
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Bauman KD, Butler KS, Moore BS, Chekan JR. Genome mining methods to discover bioactive natural products. Nat Prod Rep 2021; 38:2100-2129. [PMID: 34734626 PMCID: PMC8597713 DOI: 10.1039/d1np00032b] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Indexed: 12/22/2022]
Abstract
Covering: 2016 to 2021With genetic information available for hundreds of thousands of organisms in publicly accessible databases, scientists have an unprecedented opportunity to meticulously survey the diversity and inner workings of life. The natural product research community has harnessed this breadth of sequence information to mine microbes, plants, and animals for biosynthetic enzymes capable of producing bioactive compounds. Several orthogonal genome mining strategies have been developed in recent years to target specific chemical features or biological properties of bioactive molecules using biosynthetic, resistance, or transporter proteins. These "biosynthetic hooks" allow researchers to query for biosynthetic gene clusters with a high probability of encoding previously undiscovered, bioactive compounds. This review highlights recent case studies that feature orthogonal approaches that exploit genomic information to specifically discover bioactive natural products and their gene clusters.
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Affiliation(s)
- Katherine D Bauman
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, 92093, USA.
| | - Keelie S Butler
- Department of Chemistry and Biochemistry, University of North Carolina Greensboro, Greensboro, NC, 27402, USA.
| | - Bradley S Moore
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, 92093, USA.
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jonathan R Chekan
- Department of Chemistry and Biochemistry, University of North Carolina Greensboro, Greensboro, NC, 27402, USA.
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248
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Pharmaceutical therapeutics for articular regeneration and restoration: state-of-the-art technology for screening small molecular drugs. Cell Mol Life Sci 2021; 78:8127-8155. [PMID: 34783870 PMCID: PMC8593173 DOI: 10.1007/s00018-021-03983-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 09/20/2021] [Accepted: 10/14/2021] [Indexed: 02/07/2023]
Abstract
Articular cartilage damage caused by sports injury or osteoarthritis (OA) has gained increased attention as a worldwide health burden. Pharmaceutical treatments are considered cost-effective means of promoting cartilage regeneration, but are limited by their inability to generate sufficient functional chondrocytes and modify disease progression. Small molecular chemical compounds are an abundant source of new pharmaceutical therapeutics for cartilage regeneration, as they have advantages in design, fabrication, and application, and, when used in combination, act as powerful tools for manipulating cellular fate. In this review, we present current achievements in the development of small molecular drugs for cartilage regeneration, particularly in the fields of chondrocyte generation and reversion of chondrocyte degenerative phenotypes. Several clinically or preclinically available small molecules, which have been shown to facilitate chondrogenesis, chondrocyte dedifferentiation, and cellular reprogramming, and subsequently ameliorate cartilage degeneration by targeting inflammation, matrix degradation, metabolism, and epigenetics, are summarized. Notably, this review introduces essential parameters for high-throughput screening strategies, including models of different chondrogenic cell sources, phenotype readout methodologies, and transferable advanced systems from other fields. Overall, this review provides new insights into future pharmaceutical therapies for cartilage regeneration.
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249
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Volarić J, Szymanski W, Simeth NA, Feringa BL. Molecular photoswitches in aqueous environments. Chem Soc Rev 2021; 50:12377-12449. [PMID: 34590636 PMCID: PMC8591629 DOI: 10.1039/d0cs00547a] [Citation(s) in RCA: 132] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Indexed: 12/17/2022]
Abstract
Molecular photoswitches enable dynamic control of processes with high spatiotemporal precision, using light as external stimulus, and hence are ideal tools for different research areas spanning from chemical biology to smart materials. Photoswitches are typically organic molecules that feature extended aromatic systems to make them responsive to (visible) light. However, this renders them inherently lipophilic, while water-solubility is of crucial importance to apply photoswitchable organic molecules in biological systems, like in the rapidly emerging field of photopharmacology. Several strategies for solubilizing organic molecules in water are known, but there are not yet clear rules for applying them to photoswitchable molecules. Importantly, rendering photoswitches water-soluble has a serious impact on both their photophysical and biological properties, which must be taken into consideration when designing new systems. Altogether, these aspects pose considerable challenges for successfully applying molecular photoswitches in aqueous systems, and in particular in biologically relevant media. In this review, we focus on fully water-soluble photoswitches, such as those used in biological environments, in both in vitro and in vivo studies. We discuss the design principles and prospects for water-soluble photoswitches to inspire and enable their future applications.
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Affiliation(s)
- Jana Volarić
- Centre for Systems Chemistry, Stratingh Institute for Chemistry, Faculty for Science and Engineering, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands.
| | - Wiktor Szymanski
- Centre for Systems Chemistry, Stratingh Institute for Chemistry, Faculty for Science and Engineering, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands.
- Department of Radiology, Medical Imaging Center, University of Groningen, University Medical Centre Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Nadja A Simeth
- Centre for Systems Chemistry, Stratingh Institute for Chemistry, Faculty for Science and Engineering, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands.
- Institute for Organic and Biomolecular Chemistry, University of Göttingen, Tammannstr. 2, 37077 Göttingen, Germany
| | - Ben L Feringa
- Centre for Systems Chemistry, Stratingh Institute for Chemistry, Faculty for Science and Engineering, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands.
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Haberman VA, Fleming SR, Leisner TM, Puhl AC, Feng E, Xie L, Chen X, Goto Y, Suga H, Parise LV, Kireev D, Pearce KH, Bowers AA. Discovery and Development of Cyclic Peptide Inhibitors of CIB1. ACS Med Chem Lett 2021; 12:1832-1839. [PMID: 34795874 DOI: 10.1021/acsmedchemlett.1c00438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 10/22/2021] [Indexed: 12/16/2022] Open
Abstract
Calcium and integrin binding protein 1 (CIB1) is a small, intracellular protein recently implicated in survival and proliferation of triple-negative breast cancer (TNBC). Considering its interactions with PAK1 and downstream signaling, CIB1 has been suggested as a potential therapeutic target in TNBC. As such, CIB1 has been the focus of inhibitor discovery efforts. To overcome issues of potency and stability in previously reported CIB1 inhibitors, we deploy mRNA display to discover new cyclic peptide inhibitors with improved biophysical properties and cellular activity. We advance UNC10245131, a cyclic peptide with low nanomolar affinity and good selectivity for CIB1 over other EF-hand domain proteins and improved permeability and stability over previously identified linear peptide inhibitor UNC10245092. Unlike UNC10245092, UNC10245131 lacks cytotoxicity and does not affect downstream signaling. Despite this, UNC10245131 is a potent ligand that could aid in clarifying roles of CIB1 in TNBC survival and proliferation and other CIB1-associated biological phenotypes.
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Affiliation(s)
- Victoria A. Haberman
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Steven R. Fleming
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Tina M. Leisner
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Ana C. Puhl
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Emerald Feng
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Ling Xie
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Xian Chen
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Yuki Goto
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo 113-0033, Japan
- JST, PRESTO, Tokyo 113-0033, Japan
| | - Hiroaki Suga
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo 113-0033, Japan
- JST, CREST, Tokyo 113-0033, Japan
| | - Leslie V. Parise
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Dmitri Kireev
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Kenneth H. Pearce
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Albert A. Bowers
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina 27599, United States
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