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Eid AM, Selim A, Khaled M, Elfiky AA. Hybrid Virtual Screening Approach to Predict Novel Natural Compounds against HIV-1 CCR5. J Phys Chem B 2024. [PMID: 39016126 DOI: 10.1021/acs.jpcb.4c02083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
BACKGROUND Human immunodeficiency virus (HIV) infection continues to pose a major global health challenge. HIV entry into host cells via membrane fusion mediated by the viral envelope glycoprotein gp120/gp41 is a key step in the HIV life cycle. CCR5, expressed on CD4+ T cells and macrophages, acts as a coreceptor facilitating HIV-1 entry. The CCR5 antagonist maraviroc is used to treat HIV infection. However, it can cause adverse effects and has limitations such as only inhibiting CCR5-tropic viruses. There remains a need to develop alternative CCR5 inhibitors with improved safety profiles. PROBLEM STATEMENT Natural products may offer advantages over synthetic inhibitors including higher bioavailability, binding affinity, effectiveness, lower toxicity, and molecular diversity. However, screening the vast chemical space of natural compounds to identify novel CCR5 inhibitors presents challenges. This study aimed to address this gap through a hybrid ligand-based pharmacophore modeling and molecular docking approach to virtually screen large natural product databases. METHODS A reliable pharmacophore model was developed based on 311 known CCR5 antagonists and validated against an external data set. Five natural product databases containing over 306,000 compounds were filtered based on drug-likeness rules. The validated pharmacophore model screened the databases to identify 611 hits. Key residues of the CCR5 receptor crystal structure were identified for docking. The top hits were docked, and interactions were analyzed. Molecular dynamics simulations were conducted to examine complex stability. Computational prediction evaluated pharmacokinetic properties. RESULTS Three compounds exhibited similar interactions and binding energies to maraviroc. MD simulations demonstrated complex stability comparable to maraviroc. One compound showed optimal predicted absorption, minimal metabolism, and a lower likelihood of interactions than maraviroc. CONCLUSION This computational screening workflow identified three natural compounds with promising CCR5 inhibition and favorable pharmacokinetic profiles. One compound emerged as a lead based on bioavailability potential and minimal interaction risk. These findings present opportunities for developing alternative CCR5 antagonists and warrant further experimental investigation. Overall, the hybrid virtual screening approach proved effective for mining large natural product spaces to discover novel molecular entities with drug-like properties.
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Affiliation(s)
- Abdulrahman M Eid
- Biophysics Dept. Faculty of Science, Cairo University, Giza 12613, Egypt
| | - Abdallah Selim
- Biophysics Dept. Faculty of Science, Cairo University, Giza 12613, Egypt
| | - Mohamed Khaled
- Biophysics Dept. Faculty of Science, Cairo University, Giza 12613, Egypt
| | - Abdo A Elfiky
- Biophysics Dept. Faculty of Science, Cairo University, Giza 12613, Egypt
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2
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Andole S, Thumma G, Alavala RR, Gangarapu K. Field-based 3D-QSAR for tyrosine protein kinase JAK-2 inhibitors. J Biomol Struct Dyn 2024; 42:5321-5333. [PMID: 37409931 DOI: 10.1080/07391102.2023.2226723] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 06/10/2023] [Indexed: 07/07/2023]
Abstract
The present work aimed to develop a Field-based 3D-QSAR model with existing JAK-2 inhibitors. The JAK-STAT pathway is known to play a role in the development of autoimmune diseases, including rheumatoid arthritis, ulcerative colitis, and Crohn's disease. Dysregulation of JAK-STAT is also linked to the development of myelofibrosis and other myeloproliferative diseases. JAK antagonists can be used in many areas of medicine. There are many compounds that already show inhibition of Jak-2. We have developed a Field-based 3D QSAR model which showed good correlation values (r2 0.884 and q2 0.67) with an external test set regression pred_r2 0.562. Various properties, such as electronegativity, electro positivity, hydrophobicity, and shape features, were studied under the activity atlas to determine the inhibitory potential of ligands. These were also identified as important structural features responsible for biological activity. We performed virtual screening based on the pharmacophore features of the co-crystal ligand (PDB ID: 3KRR) and a dataset of NPS was selected with a RMSD value less than 0.8. The developed 3D QSAR model was used to screen ligands and calculate the predicted JAK-2 inhibition activity (pKi). The results of the virtual screening were validated using molecular docking and molecular dynamics simulations. SNP1 (SN00154718) and SNP2 (SN00213825) showed binding affinity of -11.16 and -11.08 kcal/mol, respectively, which were very close to the crystal ligand of 3KRR, -11.67 kcal/mol. The RMSD plot of the protein-ligand complex of SNP1 and 3KRR showed stable interactions with an average RMSD of 2.89 Å. Thus, a statistically robust 3D QSAR model could reveal more inhibitors and aid in the design of novel JAK-2 inhibitors.
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Affiliation(s)
- Sowmya Andole
- School of Pharamcy, Anurag University, Venkatapur, Ghatkesar, Medchal-Malkajgiri district, Hyderabad, Telangana, India
| | - Gouthami Thumma
- University College of Pharmaceutical Sciences, Kakatiya University, Hanamkonda, Warangal, Telangana, India
| | - Rajasekhar Reddy Alavala
- Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, SVKM's NMIMS, Mumbai, India
| | - Kiran Gangarapu
- School of Pharamcy, Anurag University, Venkatapur, Ghatkesar, Medchal-Malkajgiri district, Hyderabad, Telangana, India
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3
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Prasanna A, Karunakar P, Pillai A, Mukundan S, Y V M, Balaji R, Niranjan V, Skariyachan S, Narayanappa R. Screening of bioactive compounds from selected mushroom species against putative drug targets in Mycobacterium tuberculosis: a multi-target approach. J Biomol Struct Dyn 2024:1-16. [PMID: 38895953 DOI: 10.1080/07391102.2024.2335292] [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: 07/31/2023] [Accepted: 03/20/2024] [Indexed: 06/21/2024]
Abstract
Mycobacterium tuberculosis (Mtb) is a notorious pathogen that causes one of the highest mortalities globally. Due to a pressing demand to identify novel therapeutic alternatives, the present study aims to focus on screening the putative drug targets and prioritizing their role in antibacterial drug development. The most vital proteins involved in the Biotin biosynthesis pathway and the Lipoarabinomannan (LAM) pathway such as biotin synthase (bioB) and alpha-(1->6)-mannopyranosyltransferase A (mptA) respectively, along with other essential virulence proteins of Mtb were selected as drug targets. Among these, the ones without native structures were modelled and validated using standard bioinformatics tools. Further, the interactions were performed with naturally available lead molecules present in selected mushroom species such as Agaricus bisporus, Pleurotus djamor, Hypsizygus ulmarius. Through Gas Chromatography-Mass Spectrometry (GC-MS), 15 bioactive compounds from the methanolic extract of mushrooms were identified. Further, 4 were selected based on drug-likeness and pharmacokinetic screening for molecular docking analysis against our prioritized targets wherein Benz[e]azulene from Pleurotus djamor illustrated a good binding affinity with a LF rank score of -9.036 kcal mol -1 against nuoM (NADH quinone oxidoreductase subunit M) and could be used as a prospective candidate in order to combat Tuberculosis (TB). Furthermore, the stability of the complex are validated using MD Simulations and subsequently, the binding free energy was calculated using MM-GBSA analysis. Thus, the current in silico analysis suggests a promising role of compounds extracted from mushrooms in tackling the TB burden.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Akshatha Prasanna
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
| | - Prashantha Karunakar
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
| | - Anushka Pillai
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
| | - Shreyashree Mukundan
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
| | - Mansi Y V
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
| | - Renu Balaji
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
| | - Vidya Niranjan
- Department of Biotechnology, RV College of Engineering, Bengaluru, Karnataka, India
| | - Sinosh Skariyachan
- Department of Microbiology, St. Pius X College Rajapuram, Kasaragod, Kerala, India
| | - Rajeswari Narayanappa
- Department of Biotechnology, Dayananda Sagar College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bengaluru, Karnataka, India
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4
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Zampieri D, Romano M, Fortuna S, Amata E, Dichiara M, Cosentino G, Marrazzo A, Mamolo MG. Design, Synthesis, and Cytotoxic Assessment of New Haloperidol Analogues as Potential Anticancer Compounds Targeting Sigma Receptors. Molecules 2024; 29:2697. [PMID: 38893570 PMCID: PMC11173765 DOI: 10.3390/molecules29112697] [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] [Received: 05/08/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/21/2024] Open
Abstract
Sigma receptors (SRs), including SR1 and SR2 subtypes, have attracted increasing interest in recent years due to their involvement in a wide range of activities, including the modulation of opioid analgesia, neuroprotection, and potential anticancer activity. In this context, haloperidol (HAL), a commonly used antipsychotic drug, also possesses SR activity and cytotoxic effects. Herein, we describe the identification of novel SR ligands, obtained by a chemical hybridization approach. There wereendowed with pan-affinity for both SR subtypes and evaluated their potential anticancer activity against SH-SY5Y and HUH-7 cancer cell lines. Through a chemical hybridization approach, we identified novel compounds (4d, 4e, 4g, and 4j) with dual affinity for SR1 and SR2 receptors. These compounds were subjected to cytotoxicity testing using a resazurin assay. The results revealed potent cytotoxic effects against both cancer cell lines, with IC50 values comparable to HAL. Interestingly, the cytotoxic potency of the novel compounds resembled that of the SR1 antagonist HAL rather than the SR2 agonist siramesine (SRM), indicating the potential role of SR1 antagonism in their mechanism of action. The further exploration of their structure-activity relationships and their evaluation in additional cancer cell lines will elucidate their therapeutic potential and may pave the way for the development of novel anticancer agents that target SRs.
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Affiliation(s)
- Daniele Zampieri
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy;
| | - Maurizio Romano
- Department of Life Sciences, University of Trieste, Via Valerio 28, 34127 Trieste, Italy;
| | - Sara Fortuna
- Cresset-New Cambridge House, Bassingbourn Road, Litlington, Cambridge SG8 0SS, UK;
| | - Emanuele Amata
- Department of Drug and Health Sciences, University of Catania, Viale Doria 6, 95125 Catania, Italy; (E.A.); (M.D.); (G.C.); (A.M.)
| | - Maria Dichiara
- Department of Drug and Health Sciences, University of Catania, Viale Doria 6, 95125 Catania, Italy; (E.A.); (M.D.); (G.C.); (A.M.)
| | - Giuseppe Cosentino
- Department of Drug and Health Sciences, University of Catania, Viale Doria 6, 95125 Catania, Italy; (E.A.); (M.D.); (G.C.); (A.M.)
| | - Agostino Marrazzo
- Department of Drug and Health Sciences, University of Catania, Viale Doria 6, 95125 Catania, Italy; (E.A.); (M.D.); (G.C.); (A.M.)
| | - Maria Grazia Mamolo
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Via Giorgieri 1, 34127 Trieste, Italy;
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5
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Milon TI, Wang Y, Fontenot RL, Khajouie P, Villinger F, Raghavan V, Xu W. Development of a novel representation of drug 3D structures and enhancement of the TSR-based method for probing drug and target interactions. Comput Biol Chem 2024; 112:108117. [PMID: 38852360 DOI: 10.1016/j.compbiolchem.2024.108117] [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: 03/05/2024] [Revised: 05/13/2024] [Accepted: 05/31/2024] [Indexed: 06/11/2024]
Abstract
Understanding the mechanisms underlying interactions between drugs and target proteins is critical for drug discovery. In our earlier studies, we introduced the Triangular Spatial Relationship (TSR)-based algorithm, which enables the representation of a protein's 3D structure as a vector of integers (TSR keys). These TSR keys correspond to substructures of the 3D structure of a protein and are computed based on the triangles constructed by all possible triples of Cα atoms within the protein. In this study, we report on a new TSR-based algorithm for probing drug and target interactions. Specifically, we have extended the previous algorithm in three novel directions: TSR keys for representing the 3D structure of a drug or a ligand, cross TSR keys between drugs and their targets and intra-residual TSR keys for phosphorylated amino acids. The outcomes illustrate the key contributions as follows: (i) The TSR-based method, which uses the TSR keys as features, is unique in its capability to interpret hierarchical relationships of drugs as well as drug - target complexes using common and specific TSR keys. (ii) The method can distinguish not only the binding sites from the rest of the protein structures, but also the binding sites of primary targets from those of off-targets. (iii) The method has the potential to correlate the 3D structures of drugs with their functions. (iv) Representation of 3D structures by TSR keys has its unique advantage in terms of ease of making searching for similar substructures across structure datasets easier. In summary, this study presents a novel computational methodology, with significant advantages, for providing insights into the mechanism underlying drug and target interactions.
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Affiliation(s)
- Tarikul I Milon
- Department of Chemistry, University of Louisiana at Lafayette, P.O. Box 44370, Lafayette, LA 70504, USA
| | - Yuhong Wang
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD 20850, USA
| | - Ryan L Fontenot
- Department of Chemistry, University of Louisiana at Lafayette, P.O. Box 44370, Lafayette, LA 70504, USA
| | - Poorya Khajouie
- Department of Chemistry, University of Louisiana at Lafayette, P.O. Box 44370, Lafayette, LA 70504, USA; The Center for Advanced Computer Studies, University of Louisiana at Lafayette, LA 70504, USA
| | - Francois Villinger
- Department of Biology, University of Louisiana at Lafayette, New Iberia, LA 70560, USA
| | - Vijay Raghavan
- The Center for Advanced Computer Studies, University of Louisiana at Lafayette, LA 70504, USA
| | - Wu Xu
- Department of Chemistry, University of Louisiana at Lafayette, P.O. Box 44370, Lafayette, LA 70504, USA.
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6
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Elgohary MK, Elkotamy MS, Abdelrahman Alkabbani M, Abdel-Aziz HA. Fenamates and ibuprofen as foundational components in the synthesis of innovative, targeted COX-2 anti-inflammatory drugs, undergoing thorough biopharmacological assessments and in-silico computational studies. Bioorg Chem 2024; 147:107393. [PMID: 38691908 DOI: 10.1016/j.bioorg.2024.107393] [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] [Received: 03/20/2024] [Revised: 04/13/2024] [Accepted: 04/23/2024] [Indexed: 05/03/2024]
Abstract
Cyclooxygenase-2 plays a vital role in inflammation by catalyzing arachidonic acid conversion toward prostaglandins, making it a prime therapeutic objective. Selective COX-2 inhibitors represent significant progress in anti-inflammatory therapy, offering improved efficacy and fewer side effects. This study describes the synthesis of novel anti-inflammatory compounds from established pharmaceutically marketed agents like fenamates III-V and ibuprofen VI. Through rigorous in vitro testing, compounds 7b-c, and 12a-b demonstrated substantial in vitro selective inhibition, with IC50 values of 0.07 to 0.09 μM, indicating potent pharmacological activity. In vivo assessment, particularly focusing on compound 7c, revealed significant anti-inflammatory effects. Markedly, it demonstrated the highest inhibition of paw thickness (58.62 %) at the 5-hr mark compared to the carrageenan group, indicating its potency in mitigating inflammation. Furthermore, it exhibited a rapid onset of action, with a 54.88 % inhibition observed at the 1-hr mark. Subsequent comprehensive evaluations encompassing analgesic efficacy, histological characteristics, and toxicological properties indicated that compound 7c did not induce gastric ulcers, in contrast to the ulcerogenic tendency associated with mefenamic acid. Moreover, compound 7c underwent additional investigations through in silico methodologies such as molecular modelling, field alignment, and density functional theory. These analyses underscored the therapeutic potential and safety profile of this novel compound, warranting further exploration and development in the realm of pharmaceutical research.
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Affiliation(s)
- Mohamed K Elgohary
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City Cairo 11829, Egypt.
| | - Mahmoud S Elkotamy
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City Cairo 11829, Egypt
| | - Mahmoud Abdelrahman Alkabbani
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City, Cairo 11829, Egypt
| | - Hatem A Abdel-Aziz
- Applied Organic Chemistry Department, National Research Center, Dokki, Cairo 12622, Egypt
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7
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Woods CJ, Hedges LO, Mulholland AJ, Malaisree M, Tosco P, Loeffler HH, Suruzhon M, Burman M, Bariami S, Bosisio S, Calabro G, Clark F, Mey ASJS, Michel J. Sire: An interoperability engine for prototyping algorithms and exchanging information between molecular simulation programs. J Chem Phys 2024; 160:202503. [PMID: 38814008 DOI: 10.1063/5.0200458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 04/29/2024] [Indexed: 05/31/2024] Open
Abstract
Sire is a Python/C++ library that is used both to prototype new algorithms and as an interoperability engine for exchanging information between molecular simulation programs. It provides a collection of file parsers and information converters that together make it easier to combine and leverage the functionality of many other programs and libraries. This empowers researchers to use sire to write a single script that can, for example, load a molecule from a PDBx/mmCIF file via Gemmi, perform SMARTS searches via RDKit, parameterize molecules using BioSimSpace, run GPU-accelerated molecular dynamics via OpenMM, and then display the resulting dynamics trajectory in a NGLView Jupyter notebook 3D molecular viewer. This functionality is built on by BioSimSpace, which uses sire's molecular information engine to interconvert with programs such as GROMACS, NAMD, Amber, and AmberTools for automated molecular parameterization and the running of molecular dynamics, metadynamics, and alchemical free energy workflows. Sire comes complete with a powerful molecular information search engine, plus trajectory loading and editing, analysis, and energy evaluation engines. This, when combined with an in-built computer algebra system, gives substantial flexibility to researchers to load, search for, edit, and combine molecular information from multiple sources and use that to drive novel algorithms by combining functionality from other programs. Sire is open source (GPL3) and is available via conda and at a free Jupyter notebook server at https://try.openbiosim.org. Sire is supported by the not-for-profit OpenBioSim community interest company.
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Affiliation(s)
- Christopher J Woods
- Advanced Computing Research Centre, University of Bristol, Bristol, United Kingdom
- Centre for Computational Chemistry, School of Chemistry, University of Bristol, Bristol, United Kingdom
- OpenBioSim Community Interest Company, Edinburgh, United Kingdom
| | - Lester O Hedges
- Advanced Computing Research Centre, University of Bristol, Bristol, United Kingdom
- OpenBioSim Community Interest Company, Edinburgh, United Kingdom
| | - Adrian J Mulholland
- Centre for Computational Chemistry, School of Chemistry, University of Bristol, Bristol, United Kingdom
| | - Maturos Malaisree
- Centre for Computational Chemistry, School of Chemistry, University of Bristol, Bristol, United Kingdom
| | | | | | | | - Matthew Burman
- OpenBioSim Community Interest Company, Edinburgh, United Kingdom
| | - Sofia Bariami
- EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh, United Kingdom
| | - Stefano Bosisio
- EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh, United Kingdom
| | - Gaetano Calabro
- EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh, United Kingdom
| | - Finlay Clark
- EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh, United Kingdom
| | - Antonia S J S Mey
- EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh, United Kingdom
| | - Julien Michel
- OpenBioSim Community Interest Company, Edinburgh, United Kingdom
- EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh, United Kingdom
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8
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Vulpetti A, Rondeau JM, Bellance MH, Blank J, Boesch R, Boettcher A, Bornancin F, Buhr S, Connor LE, Dumelin CE, Esser O, Hediger M, Hintermann S, Hommel U, Koch E, Lapointe G, Leder L, Lehmann S, Lehr P, Meier P, Muller L, Ostermeier D, Ramage P, Schiebel-Haddad S, Smith AB, Stojanovic A, Velcicky J, Yamamoto R, Hurth K. Ligandability Assessment of IL-1β by Integrated Hit Identification Approaches. J Med Chem 2024; 67:8141-8160. [PMID: 38728572 DOI: 10.1021/acs.jmedchem.4c00240] [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: 05/12/2024]
Abstract
Human interleukin-1β (IL-1β) is a pro-inflammatory cytokine that plays a critical role in the regulation of the immune response and the development of various inflammatory diseases. In this publication, we disclose our efforts toward the discovery of IL-1β binders that interfere with IL-1β signaling. To this end, several technologies were used in parallel, including fragment-based screening (FBS), DNA-encoded library (DEL) technology, peptide discovery platform (PDP), and virtual screening. The utilization of distinct technologies resulted in the identification of new chemical entities exploiting three different sites on IL-1β, all of them also inhibiting the interaction with the IL-1R1 receptor. Moreover, we identified lysine 103 of IL-1β as a target residue suitable for the development of covalent, low-molecular-weight IL-1β antagonists.
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Affiliation(s)
- Anna Vulpetti
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | | | - Jutta Blank
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Ralf Boesch
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | | | - Sylvia Buhr
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | | | - Oliver Esser
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | | | - Ulrich Hommel
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Elke Koch
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | - Lukas Leder
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Sylvie Lehmann
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Philipp Lehr
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Peter Meier
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Lionel Muller
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | - Paul Ramage
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | | | | | | | - Juraj Velcicky
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
| | - Rina Yamamoto
- Biomedical Research, Novartis, CH-4002 Basel, Switzerland
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9
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Slafer B, Dessoy MA, de Oliveira RG, Mollo MC, Lee E, Matheeussen A, Maes L, Caljon G, Ferreira LLG, Krogh R, Andricopulo AD, Cruz LR, Mowbray CE, Kratz JM, Dias LC. Synthesis and Anti- Trypanosoma cruzi Activity of 3-Cyanopyridine Derivatives. ACS OMEGA 2024; 9:22360-22370. [PMID: 38799347 PMCID: PMC11112591 DOI: 10.1021/acsomega.4c01919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 04/14/2024] [Accepted: 04/17/2024] [Indexed: 05/29/2024]
Abstract
Chagas disease (CD) is a parasitic neglected tropical disease (NTD) caused by the protozoan Trypanosoma cruzi that affects 6 million people worldwide, often resulting in financial burden, morbidity, and mortality in endemic regions. Given a lack of highly efficient and safe treatments, new, affordable, and fit-for-purpose drugs for CD are urgently needed. In this work, we present a hit-to-lead campaign for novel cyanopyridine analogues as antichagasic agents. In a phenotypic screening against intracellular T. cruzi, hits 1 and 2 were identified and displayed promising potency combined with balanced physicochemical properties. As part of the Lead Optimization Latin America consortium, a set of 40 compounds was designed, synthesized, and tested against T. cruzi intracellular amastigotes and relevant human cell lines. The structural modifications were focused on three positions: cyanopyridine core, linker, and right-hand side. The ADME properties of selected compounds, lipophilicity, kinetic solubility, permeability, and liver microsomal stability, were evaluated. Compounds 1-9 displayed good potency (EC50T. cruzi amastigote <1 μM), and most compounds did not present significant cytotoxicity (CC50 MRC-5 = 32-64 μM). Despite the good balance between potency and selectivity, the antiparasitic activity of the series appeared to be driven by lipophilicity, making the progression of the series unfeasible due to poor ADME properties and potential promiscuity issues.
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Affiliation(s)
- Brian
W. Slafer
- Institute
of Chemistry, State University of Campinas, Campinas 13083-970, São Paulo, Brazil
| | - Marco A. Dessoy
- Institute
of Chemistry, State University of Campinas, Campinas 13083-970, São Paulo, Brazil
| | - Ramon G. de Oliveira
- Institute
of Chemistry, State University of Campinas, Campinas 13083-970, São Paulo, Brazil
| | - Maria C. Mollo
- Institute
of Chemistry, State University of Campinas, Campinas 13083-970, São Paulo, Brazil
| | - Eun Lee
- Institute
of Chemistry, State University of Campinas, Campinas 13083-970, São Paulo, Brazil
| | - An Matheeussen
- Laboratory
of Microbiology, Parasitology and Hygiene, University of Antwerp, Antwerp 2000, Belgium
| | - Louis Maes
- Laboratory
of Microbiology, Parasitology and Hygiene, University of Antwerp, Antwerp 2000, Belgium
| | - Guy Caljon
- Laboratory
of Microbiology, Parasitology and Hygiene, University of Antwerp, Antwerp 2000, Belgium
| | - Leonardo L. G. Ferreira
- Laboratory
of Medicinal and Computational Chemistry, Physics Institute of Sao Carlos, University of Sao Paulo, Sao Carlos 13566-590, São Paulo, Brazil
| | - Renata Krogh
- Laboratory
of Medicinal and Computational Chemistry, Physics Institute of Sao Carlos, University of Sao Paulo, Sao Carlos 13566-590, São Paulo, Brazil
| | - Adriano D. Andricopulo
- Laboratory
of Medicinal and Computational Chemistry, Physics Institute of Sao Carlos, University of Sao Paulo, Sao Carlos 13566-590, São Paulo, Brazil
| | - Luiza R. Cruz
- Drugs
for Neglected Diseases initiative, Geneva 1202, Switzerland
| | | | - Jadel M. Kratz
- Drugs
for Neglected Diseases initiative, Geneva 1202, Switzerland
| | - Luiz C. Dias
- Institute
of Chemistry, State University of Campinas, Campinas 13083-970, São Paulo, Brazil
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10
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Schieferdecker S, Rottach F, Vock E. In Silico Prediction of Oral Acute Rodent Toxicity Using Consensus Machine Learning. J Chem Inf Model 2024; 64:3114-3122. [PMID: 38498695 DOI: 10.1021/acs.jcim.4c00056] [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: 03/20/2024]
Abstract
Acute oral toxicity (AOT) is required for the classification and labeling of chemicals according to the global harmonized system (GHS). Acute oral toxicity studies are optimized to minimize the use of animals. However, with the advent of the three Rs principles and machine learning in toxicology, alternative in silico methods became a reasonable alternative approach for addressing the AOT of new chemical matter. Here, we describe the compilation of AOT data from a commercial database and the development of a consensus classification model after evaluating different combinations of molecular representations and machine learning algorithms. The model shows significantly better performance compared to publicly available AOT models. Its performance was evaluated on an external validation data set, which was compiled from the literature, and an applicability domain was deduced.
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Affiliation(s)
| | - Florian Rottach
- Boehringer Ingelheim Pharma GmbH & Co. KG, 88397 Biberach, Germany
| | - Esther Vock
- Boehringer Ingelheim Pharma GmbH & Co. KG, 88397 Biberach, Germany
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11
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Vu NP, Ali L, Chua TL, Barr DA, Hendrickson HP, Trivedi DJ. Computational Insights into Prostaglandin E 2 Ligand Binding and Activation of G-Protein-Coupled Receptors. ACS APPLIED BIO MATERIALS 2024; 7:579-587. [PMID: 37058420 DOI: 10.1021/acsabm.2c01049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
Abstract
G-protein coupled receptors (GPCRs) are eukaryotic integral membrane proteins that regulate signal transduction cascade pathways implicated in a variety of human diseases and are consequently of interest as drug targets. For this reason, it is of interest to investigate the way in which specific ligands bind and trigger conformational changes in the receptor during activation and how this in turn modulates intracellular signaling. In the present study, we investigate the way in which the ligand Prostaglandin E2 interacts with three GPCRs in the E-prostanoid family: EP1, EP2, and EP3. We examine information transfer pathways based on long-time scale molecular dynamics simulations using transfer entropy and betweenness centrality to measure the physical transfer of information among residues in the system. We monitor specific residues involved in binding to the ligand and investigate how the information transfer behavior of these residues changes upon ligand binding. Our results provide key insights that enable a deeper understanding of EP activation and signal transduction functioning pathways at the molecular level, as well as enabling us to make some predictions about the activation pathway for the EP1 receptor, for which little structural information is currently available. Our results should advance ongoing efforts in the development of potential therapeutics targeting these receptors.
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Affiliation(s)
- Nam P Vu
- Department of Chemistry, Lafayette College, Easton, Pennsylvania 18042, United States
| | - Luke Ali
- Department of Physics, Clarkson University, Potsdam, New York 13699, United States
| | - Theresa L Chua
- Department of Chemistry, Lafayette College, Easton, Pennsylvania 18042, United States
| | - Daniel A Barr
- Department of Chemistry, University of Mary, Bismarck, North Dakota 58504, United States
| | - Heidi P Hendrickson
- Department of Chemistry, Lafayette College, Easton, Pennsylvania 18042, United States
| | - Dhara J Trivedi
- Department of Physics, Clarkson University, Potsdam, New York 13699, United States
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Wu YW, HuangFu WC, Lin TE, Peng CH, Tu HJ, Sung TY, Sung TY, Yen SC, Pan SL, Hsu KC. Identification of selective dual-specificity tyrosine phosphorylation-regulated kinase 1A (DYRK1A) inhibitors and their effects on tau and microtubule. Int J Biol Macromol 2024; 259:129074. [PMID: 38163507 DOI: 10.1016/j.ijbiomac.2023.129074] [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] [Received: 04/28/2023] [Revised: 11/17/2023] [Accepted: 12/25/2023] [Indexed: 01/03/2024]
Abstract
The overexpression of dual-specificity tyrosine phosphorylation-regulated kinase 1A (DYRK1A), commonly observed in neurodegenerative diseases like Alzheimer's disease (AD) and Down syndrome (DS), can induce the formation of neurofibrillary tangles (NFTs) and amyloid plaques. Hence, designing a selective DYRK1A inhibitor would result in a promising small molecule for treating neurodegenerative diseases. Developing selective inhibitors for DYRK1A has been a difficult challenge due to the highly preserved ATP-binding site of protein kinases. In this study, we employed a structure-based virtual screening (SBVS) campaign targeting DYRK1A from a database containing 1.6 million compounds. Enzymatic assays were utilized to verify inhibitory properties, confirming that Y020-3945 and Y020-3957 showed inhibitory activity towards DYRK1A. In particular, the compounds exhibited high selectivity for DYRK1A over a panel of 120 kinases, reduced the phosphorylation of tau, and reversed the tubulin polymerization for microtubule stability. Additionally, treatment with the compounds significantly reduced the secretion of inflammatory cytokines IL-6 and TNF-α activated by DYRK1A-assisted NFTs and Aβ oligomers. These identified inhibitors possess promising therapeutic potential for conditions associated with DYRK1A in neurodegenerative diseases. The results showed that Y020-3945 and Y020-3957 demonstrated structural novelty compared to known DYRK1A inhibitors, making them a valuable addition to developing potential treatments for neurodegenerative diseases.
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Affiliation(s)
- Yi-Wen Wu
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Wei-Chun HuangFu
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan
| | - Tony Eight Lin
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Chao-Hsiang Peng
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Huang-Ju Tu
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Ting-Yi Sung
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Tzu-Ying Sung
- Biomedical Translation Research Center, Academia Sinica, Taipei, Taiwan
| | - Shih-Chung Yen
- Warshel Institute for Computational Biology, The Chinese University of Hong Kong (Shenzhen), Shenzhen, Guangdong, People's Republic of China
| | - Shiow-Lin Pan
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Drug Discovery, Taipei Medical University, Taipei, Taiwan
| | - Kai-Cheng Hsu
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Drug Discovery, Taipei Medical University, Taipei, Taiwan; Cancer Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
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13
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Napolitano C, Benfatti F, Hamdan FB, Bristow JA, Dapiaggi F, Firth LC, Guest M, Saunders HA, Hall RG, Monaco MR, Quetglas V, Rendine S, Eterovic M. Synthesis and insecticidal activity of N-(5-phenylpyrazin-2-yl)-benzamide derivatives: Elucidation of mode of action on chitin biosynthesis through symptomology and genetic studies. PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY 2024; 199:105771. [PMID: 38458679 DOI: 10.1016/j.pestbp.2024.105771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 12/17/2023] [Accepted: 01/08/2024] [Indexed: 03/10/2024]
Abstract
Among the six-membered heterocycles, the pyrazine ring is poorly explored in crop protection and does not feature in any product listed in the current IRAC MoA classification. In an effort to identify new leads for internal research, we synthesized a series of N-(5-phenylpyrazin-2-yl)-benzamide derivatives and evaluated them for their insecticidal activity. N-(5-phenylpyrazin-2-yl)-benzamide derivatives 3 were prepared using an automated two-step synthesis protocol. These compounds were tested for their initial biological activity against a wide range of sucking and chewing insect pests and found to be active against lepidopterans only. More detailed experiments, including symptomology studies on the diamondback moth, Plutella xylostella (L.) and the Egyptian cotton leafworm, Spodoptera littoralis (Boisduval) showed that analog 3q causes severe abnormalities in the lepidopteran cuticle leading to larval mortality. Compound 3q shows strong potency against both P. xylostella and S. littoralis, whereas analog 3i shows better potency against S. littoralis causing also impaired cuticular structure and death of the larvae. Additionally, P. xylostella genetic studies showed that compound 3q resistance is linked to Chitin Synthase 1. Our studies show that N-(5-phenylpyrazin-2-yl)-benzamide derivatives 3, and in particular analogs 3i and 3q, act as insect growth modulator insecticides. Conformational similarities with lufenuron are discussed.
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Affiliation(s)
- Carmela Napolitano
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Fides Benfatti
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Farhan Bou Hamdan
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Julia A Bristow
- Syngenta Crop Protection, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Federico Dapiaggi
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Lucy C Firth
- Syngenta Crop Protection, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Marcus Guest
- Syngenta Crop Protection, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK.
| | - Helena A Saunders
- Syngenta Crop Protection, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Roger G Hall
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Mattia R Monaco
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Vincent Quetglas
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Stefano Rendine
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland
| | - Marisa Eterovic
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, Stein CH-4332, Switzerland.
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Narendra G, Raju B, Verma H, Kumar M, Jain SK, Tung GK, Thakur S, Kaur R, Kaur S, Sapra B, Silakari O. Scaffold hopping based designing of selective ALDH1A1 inhibitors to overcome cyclophosphamide resistance: synthesis and biological evaluation. RSC Med Chem 2024; 15:309-321. [PMID: 38283216 PMCID: PMC10809718 DOI: 10.1039/d3md00543g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 11/27/2023] [Indexed: 01/30/2024] Open
Abstract
Aldehyde dehydrogenase 1A1 (ALDH1A1) is an isoenzyme that catalyzes the conversion of aldehydes to acids. However, the overexpression of ALDH1A1 in a variety of malignancies is the major cause of resistance to an anti-cancer drug, cyclophosphamide (CP). CP is a prodrug that is initially converted into 4-hydroxycyclophosphamide and its tautomer aldophosphamide, in the liver. These compounds permeate into the cell and are converted as active metabolites, i.e., phosphoramide mustard (PM), through spontaneous beta-elimination. On the other hand, the conversion of CP to PM is diverted at the level of aldophosphamide by converting it into inactive carboxyphosphamide using ALDH1A1, which ultimately leads to high drug inactivation and CP resistance. Hence, in combination with our earlier work on the target of resistance, i.e., ALDH1A1, we hereby report selective ALDH1A1 inhibitors. Herein, we selected a lead molecule from our previous virtual screening and implemented scaffold hopping analysis to identify a novel scaffold that can act as an ALDH1A1 inhibitor. This results in the identification of various novel scaffolds. Among these, on the basis of synthetic feasibility, the benzimidazole scaffold was selected for the design of novel ALDH1A1 inhibitors, followed by machine learning-assisted structure-based virtual screening. Finally, the five best compounds were selected and synthesized. All synthesized compounds were evaluated using in vitro enzymatic assay against ALDH1A1, ALDH2, and ALDH3A1. The results disclosed that three molecules A1, A2, and A3 showed significant selective ALDH1A1 inhibitory potential with an IC50 value of 0.32 μM, 0.55 μM, and 1.63 μM, respectively, and none of the compounds exhibits potency towards the other two ALDH isoforms i.e. ALDH2 and ALDH3A1. Besides, the potent compounds (A1, A2, and A3) have been tested for in vitro cell line assay in combination with mafosfamide (analogue of CP) on two cell lines i.e. A549 and MIA-PaCa-2. All three compounds show significant potency to reverse mafosfamide resistance by inhibiting ALDH1A1 against these cell lines.
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Affiliation(s)
- Gera Narendra
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University Patiala Punjab 147002 India +91 17522 83075 +91 95015 42696
| | - Baddipadige Raju
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University Patiala Punjab 147002 India +91 17522 83075 +91 95015 42696
| | - Himanshu Verma
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University Patiala Punjab 147002 India +91 17522 83075 +91 95015 42696
| | - Manoj Kumar
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University Patiala Punjab 147002 India +91 17522 83075 +91 95015 42696
| | - Subheet Kumar Jain
- Department of Pharmaceutical Sciences, Guru Nanak Dev University Amritsar India
| | - Gurleen Kaur Tung
- Centre for Basic and Translational Research in Health Sciences, Guru Nanak Dev University Amritsar India
| | - Shubham Thakur
- Department of Pharmaceutical Sciences, Guru Nanak Dev University Amritsar India
| | - Rasdeep Kaur
- Department of Botany and Environmental Sciences, Guru Nanak Dev University Amritsar India
| | - Satwinderjeet Kaur
- Department of Botany and Environmental Sciences, Guru Nanak Dev University Amritsar India
| | - Bharti Sapra
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University Patiala Punjab 147002 India +91 17522 83075 +91 95015 42696
| | - Om Silakari
- Department of Pharmaceutical Sciences and Drug Research, Punjabi University Patiala Punjab 147002 India +91 17522 83075 +91 95015 42696
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15
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Miciaccia M, Rizzo F, Centonze A, Cavallaro G, Contino M, Armenise D, Baldelli OM, Solidoro R, Ferorelli S, Scarcia P, Agrimi G, Zingales V, Cimetta E, Ronsisvalle S, Sipala FM, Polosa PL, Fortuna CG, Perrone MG, Scilimati A. Harmaline to Human Mitochondrial Caseinolytic Serine Protease Activation for Pediatric Diffuse Intrinsic Pontine Glioma Treatment. Pharmaceuticals (Basel) 2024; 17:135. [PMID: 38276008 PMCID: PMC10821046 DOI: 10.3390/ph17010135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/09/2024] [Accepted: 01/15/2024] [Indexed: 01/27/2024] Open
Abstract
Diffuse intrinsic pontine glioma (DIPG), affecting children aged 4-7 years, is a rare, aggressive tumor that originates in the pons and then spreads to nearby tissue. DIPG is the leading cause of death for pediatric brain tumors due to its infiltrative nature and inoperability. Radiotherapy has only a palliative effect on stabilizing symptoms. In silico and preclinical studies identified ONC201 as a cytotoxic agent against some human cancer cell lines, including DIPG ones. A single-crystal X-ray analysis of the complex of the human mitochondrial caseinolytic serine protease type C (hClpP) and ONC201 (PDB ID: 6DL7) allowed hClpP to be identified as its main target. The hyperactivation of hClpP causes damage to mitochondrial oxidative phosphorylation and cell death. In some DIPG patients receiving ONC201, an acquired resistance was observed. In this context, a wide program was initiated to discover original scaffolds for new hClpP activators to treat ONC201-non-responding patients. Harmaline, a small molecule belonging to the chemical class of β-carboline, was identified through Fingerprints for Ligands and Proteins (FLAP), a structure-based virtual screening approach. Molecular dynamics simulations and a deep in vitro investigation showed interesting information on the interaction and activation of hClpP by harmaline.
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Affiliation(s)
- Morena Miciaccia
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Francesca Rizzo
- Department of Biosciences, Biotechnologies, and Environment, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (F.R.); (P.S.); (G.A.); (P.L.P.)
| | - Antonella Centonze
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Gianfranco Cavallaro
- Laboratory of Molecular Modelling and Heterocyclic Compounds ModHet, Department of Chemical Sciences, University of Catania, Viale Andrea Doria 6, 95125 Catania, Italy;
| | - Marialessandra Contino
- Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy;
| | - Domenico Armenise
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Olga Maria Baldelli
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Roberta Solidoro
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Savina Ferorelli
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Pasquale Scarcia
- Department of Biosciences, Biotechnologies, and Environment, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (F.R.); (P.S.); (G.A.); (P.L.P.)
| | - Gennaro Agrimi
- Department of Biosciences, Biotechnologies, and Environment, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (F.R.); (P.S.); (G.A.); (P.L.P.)
| | - Veronica Zingales
- Department of Industrial Engineering (DII), University of Padua, Via Marzolo 9, 35131 Padova, Italy; (V.Z.); (E.C.)
| | - Elisa Cimetta
- Department of Industrial Engineering (DII), University of Padua, Via Marzolo 9, 35131 Padova, Italy; (V.Z.); (E.C.)
| | - Simone Ronsisvalle
- Department of Drug and Health Sciences, University of Catania, Viale Andrea Doria 6, 95125 Catania, Italy; (S.R.); (F.M.S.)
| | - Federica Maria Sipala
- Department of Drug and Health Sciences, University of Catania, Viale Andrea Doria 6, 95125 Catania, Italy; (S.R.); (F.M.S.)
| | - Paola Loguercio Polosa
- Department of Biosciences, Biotechnologies, and Environment, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (F.R.); (P.S.); (G.A.); (P.L.P.)
| | - Cosimo Gianluca Fortuna
- Laboratory of Molecular Modelling and Heterocyclic Compounds ModHet, Department of Chemical Sciences, University of Catania, Viale Andrea Doria 6, 95125 Catania, Italy;
| | - Maria Grazia Perrone
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
| | - Antonio Scilimati
- Research Laboratory for Woman and Child Health, Department of Pharmacy-Pharmaceutical Sciences, University of Bari “Aldo Moro”, Via E. Orabona 4, 70125 Bari, Italy; (M.M.); (A.C.); (D.A.); (O.M.B.); (R.S.); (S.F.)
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Acharya A, Yadav M, Nagpure M, Kumaresan S, Guchhait SK. Molecular medicinal insights into scaffold hopping-based drug discovery success. Drug Discov Today 2024; 29:103845. [PMID: 38013043 DOI: 10.1016/j.drudis.2023.103845] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/17/2023] [Accepted: 11/22/2023] [Indexed: 11/29/2023]
Abstract
In both academia and the pharmaceutical industry, innovative hypotheses, methodologies and technologies that can shorten the drug research and development, leading to higher success rates, are vital. In this review, we demonstrate how innovative variations of the scaffold-hopping strategy have been used to create new druggable molecular spaces, drugs, clinical candidates, preclinical candidates, and bioactive agents. We also analyze molecular modulations that enabled improvements of the pharmacodynamic (PD), physiochemical, and pharmacokinetic (PK) properties (P3 properties) of the drugs resulting from these scaffold-hopping strategies.
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Affiliation(s)
- Ayan Acharya
- National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Punjab 160062, India
| | - Mukul Yadav
- National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Punjab 160062, India
| | - Mithilesh Nagpure
- National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Punjab 160062, India
| | - Sanathanalaxmi Kumaresan
- National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Punjab 160062, India; National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Punjab 160062, India
| | - Sankar K Guchhait
- National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Punjab 160062, India.
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17
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Herz AM, Kellici T, Morao I, Michel J. Alchemical Free Energy Workflows for the Computation of Protein-Ligand Binding Affinities. Methods Mol Biol 2024; 2716:241-264. [PMID: 37702943 DOI: 10.1007/978-1-0716-3449-3_11] [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: 09/14/2023]
Abstract
Alchemical free energy methods can be used for the efficient computation of relative binding free energies during preclinical drug discovery stages. In recent years, this has been facilitated further by the implementation of workflows that enable non-experts to quickly and consistently set up the required simulations. Given the correct input structures, workflows handle the difficult aspects of setting up perturbations, including consistently defining the perturbable molecule, its atom mapping and topology generation, perturbation network generation, running of the simulations via different sampling methods, and analysis of the results. Different academic and commercial workflows are discussed, including FEW, FESetup, FEPrepare, CHARMM-GUI, Transformato, PMX, QLigFEP, TIES, ProFESSA, PyAutoFEP, BioSimSpace, FEP+, Flare, and Orion. These workflows differ in various aspects, such as mapping algorithms or enhanced sampling methods. Some workflows can accommodate more than one molecular dynamics (MD) engine and use external libraries for tasks. Differences between workflows can present advantages for different use cases, however a lack of interoperability of the workflows' components hinders systematic comparisons.
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Affiliation(s)
- Anna M Herz
- EaStChem School of Chemistry, Joseph Black Building, University of Edinburgh, Edinburgh, UK
| | - Tahsin Kellici
- Evotec (UK) Ltd., In Silico Research and Development, Abingdon, Oxfordshire, UK
- Merck & Co., Inc., Modelling and Informatics, West Point, PA, USA
| | - Inaki Morao
- Evotec (UK) Ltd., In Silico Research and Development, Abingdon, Oxfordshire, UK
| | - Julien Michel
- EaStChem School of Chemistry, Joseph Black Building, University of Edinburgh, Edinburgh, UK.
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18
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Neal WM, Pandey P, Khan SI, Khan IA, Chittiboyina AG. Machine learning and traditional QSAR modeling methods: a case study of known PXR activators. J Biomol Struct Dyn 2024; 42:903-917. [PMID: 37059719 DOI: 10.1080/07391102.2023.2196701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 03/22/2023] [Indexed: 04/16/2023]
Abstract
Pregnane X receptor (PXR), extensively expressed in human tissues related to digestion and metabolism, is responsible for recognizing and detoxifying diverse xenobiotics encountered by humans. To comprehend the promiscuous nature of PXR and its ability to bind a variety of ligands, computational approaches, viz., quantitative structure-activity relationship (QSAR) models, aid in the rapid dereplication of potential toxicological agents and mitigate the number of animals used to establish a meaningful regulatory decision. Recent advancements in machine learning techniques accommodating larger datasets are expected to aid in developing effective predictive models for complex mixtures (viz., dietary supplements) before undertaking in-depth experiments. Five hundred structurally diverse PXR ligands were used to develop traditional two-dimensional (2D) QSAR, machine-learning-based 2D-QSAR, field-based three-dimensional (3D) QSAR, and machine-learning-based 3D-QSAR models to establish the utility of predictive machine learning methods. Additionally, the applicability domain of the agonists was established to ensure the generation of robust QSAR models. A prediction set of dietary PXR agonists was used to externally-validate generated QSAR models. QSAR data analysis revealed that machine-learning 3D-QSAR techniques were more accurate in predicting the activity of external terpenes with an external validation squared correlation coefficient (R2) of 0.70 versus an R2 of 0.52 in machine-learning 2D-QSAR. Additionally, a visual summary of the binding pocket of PXR was assembled from the field 3D-QSAR models. By developing multiple QSAR models in this study, a robust groundwork for assessing PXR agonism from various chemical backbones has been established in anticipation of the identification of potential causative agents in complex mixtures.
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Affiliation(s)
- William M Neal
- Division of Pharmacognosy, Department of BioMolecular Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
| | - Pankaj Pandey
- National Center for Natural Products Research, Research Institute of Pharmaceutical Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
| | - Shabana I Khan
- Division of Pharmacognosy, Department of BioMolecular Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
- National Center for Natural Products Research, Research Institute of Pharmaceutical Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
| | - Ikhlas A Khan
- Division of Pharmacognosy, Department of BioMolecular Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
- National Center for Natural Products Research, Research Institute of Pharmaceutical Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
| | - Amar G Chittiboyina
- National Center for Natural Products Research, Research Institute of Pharmaceutical Sciences, School of Pharmacy, The University of Mississippi, University, MS, USA
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19
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Tayal S, Singh V, Bhatnagar S. 3D-QSAR and ADMET studies of morpholino-pyrimidine inhibitors of DprE1 from Mycobacterium tuberculosis. J Biomol Struct Dyn 2023:1-20. [PMID: 38112325 DOI: 10.1080/07391102.2023.2294496] [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: 07/18/2023] [Accepted: 12/01/2023] [Indexed: 12/21/2023]
Abstract
DprE1 is involved in the synthesis of Mycobacterium tuberculosis cell wall and is a potent drug target for Tuberculosis (TB) treatment. The structure and dynamics of the loops L-I and L-II flanking the inhibitor binding site was studied using molecular dynamics (MD) simulation and MMPBSA in Amber v18. Docking and three-dimensional quantitative structure-activity relationship (3D-QSAR) of 55 Morpholino-pyrimidine (MP) inhibitors was carried out using Autodock v1.2.0 and Forge v10. ADMET analysis was done using SwissADME and pkCSM. All MP inhibitors docked in the DprE1 binding pocket, making contacts with L-II residues. MD studies showed that L-I and L-II unfold in the absence of the inhibitor but fold stably structure with reduced protein motions in the presence of MP-38, the highest affinity inhibitor. This was confirmed by k-means clustering and secondary structure analysis. L-II residues, L317, F320 and R325 contributed most towards the MMPBSA binding free energy of MP-38. A robust field-based 3D-QSAR model showed values of r2train = 0.982, r2test = 0.702 and q2 = 0.516. The MP inhibitor field points were broadly divided into negative electrostatics near the A, B rings and hydrophobic electrostatics near the D, E rings. Addition of negative groups at methanone position and ring B as well as addition of hydrophobic and bulky groups at ring E will improve activity. Highly active compounds 47, 49 and 50 of MP series exhibited highly favourable drug-like properties. SAR and ADMET insights attained from this model will help in the development of active DprE1 inhibitors in future.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Sonali Tayal
- Computational and Structural Biology Laboratory, Department of Biological Sciences and Engineering, Netaji Subhas University of Technology, Dwarka, New Delhi, India
| | - Vasundhara Singh
- Computational and Structural Biology Laboratory, Department of Biological Sciences and Engineering, Netaji Subhas University of Technology, Dwarka, New Delhi, India
| | - Sonika Bhatnagar
- Computational and Structural Biology Laboratory, Department of Biological Sciences and Engineering, Netaji Subhas University of Technology, Dwarka, New Delhi, India
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20
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Raju B, Sapra B, Silakari O. 3D-QSAR assisted identification of selective CYP1B1 inhibitors: an effective bioisosteric replacement/molecular docking/electrostatic complementarity analysis. Mol Divers 2023; 27:2673-2693. [PMID: 36441444 DOI: 10.1007/s11030-022-10574-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 11/20/2022] [Indexed: 11/29/2022]
Abstract
Cytochrome P450-1B1 is a majorly overexpressed drug-metabolizing enzyme in tumors and is responsible for inactivation and subsequent resistance to a variety of anti-cancer drugs, i.e., docetaxel, tamoxifen, and cisplatin. In the present study, a 3D quantitative structure-activity relationship (3D-QSAR) model has been constructed for the identification, design, and optimization of novel CYP1B1 inhibitors. The model has been built using a set of 148 selective CYP1B1 inhibitors. The developed model was evaluated based on certain statistical parameters including q2 and r2 which showed the acceptable predictive and descriptive capability of the generated model. The developed 3D-QSAR model assisted in understanding the key molecular fields which were firmly related to the selective CYP1B1 inhibition. A theoretic approach for the generation of new lead compounds with optimized CYP1B1 receptor affinity has been performed utilizing bioisosteric replacement analysis. These generated molecules were subjected to a developed 3D-QSAR model to predict the inhibitory activity potentials. Furthermore, these compounds were scrutinized through the activity atlas model, molecular docking, electrostatic complementarity, molecular dynamics, and waterswap analysis. The final hits might act as selective CYP1B1 inhibitors which could address the issue of resistance. This 3D-QSAR includes several chemically diverse selective CYP1B1 receptor ligands and well accounts for the individual ligand's inhibition affinities. These features of the developed 3D-QSAR model will ensure future prospective applications of the model to speed up the identification of new potent and selective CYP1B1 receptor ligands.
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Affiliation(s)
- Baddipadige Raju
- Molecular Modeling Lab (MML), Department of Pharmaceutical Sciences and Drug Research, Punjabi University, Patiala, Punjab, 147002, India
| | - Bharti Sapra
- Molecular Modeling Lab (MML), Department of Pharmaceutical Sciences and Drug Research, Punjabi University, Patiala, Punjab, 147002, India
| | - Om Silakari
- Molecular Modeling Lab (MML), Department of Pharmaceutical Sciences and Drug Research, Punjabi University, Patiala, Punjab, 147002, India.
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21
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Schuurs ZP, Martyn AP, Soltau CP, Beard S, Shah ET, Adams MN, Croft LV, O’Byrne KJ, Richard DJ, Gandhi NS. An Exploration of Small Molecules That Bind Human Single-Stranded DNA Binding Protein 1. BIOLOGY 2023; 12:1405. [PMID: 37998004 PMCID: PMC10669474 DOI: 10.3390/biology12111405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/24/2023] [Accepted: 10/30/2023] [Indexed: 11/25/2023]
Abstract
Human single-stranded DNA binding protein 1 (hSSB1) is critical to preserving genome stability, interacting with single-stranded DNA (ssDNA) through an oligonucleotide/oligosaccharide binding-fold. The depletion of hSSB1 in cell-line models leads to aberrant DNA repair and increased sensitivity to irradiation. hSSB1 is over-expressed in several types of cancers, suggesting that hSSB1 could be a novel therapeutic target in malignant disease. hSSB1 binding studies have focused on DNA; however, despite the availability of 3D structures, small molecules targeting hSSB1 have not been explored. Quinoline derivatives targeting hSSB1 were designed through a virtual fragment-based screening process, synthesizing them using AlphaLISA and EMSA to determine their affinity for hSSB1. In parallel, we further screened a structurally diverse compound library against hSSB1 using the same biochemical assays. Three compounds with nanomolar affinity for hSSB1 were identified, exhibiting cytotoxicity in an osteosarcoma cell line. To our knowledge, this is the first study to identify small molecules that modulate hSSB1 activity. Molecular dynamics simulations indicated that three of the compounds that were tested bound to the ssDNA-binding site of hSSB1, providing a framework for the further elucidation of inhibition mechanisms. These data suggest that small molecules can disrupt the interaction between hSSB1 and ssDNA, and may also affect the ability of cells to repair DNA damage. This test study of small molecules holds the potential to provide insights into fundamental biochemical questions regarding the OB-fold.
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Affiliation(s)
- Zachariah P. Schuurs
- Centre for Genomics and Personalised Health, School of Chemistry and Physics, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; (Z.P.S.); (A.P.M.)
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
| | - Alexander P. Martyn
- Centre for Genomics and Personalised Health, School of Chemistry and Physics, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; (Z.P.S.); (A.P.M.)
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
| | - Carl P. Soltau
- School of Chemistry and Physics, Centre for Materials Science, Queensland University of Technology, Brisbane, QLD 4000, Australia;
| | - Sam Beard
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
| | - Esha T. Shah
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Mark N. Adams
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Laura V. Croft
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Kenneth J. O’Byrne
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
- Cancer Services, Princess Alexandra Hospital—Metro South Health, Woolloongabba, QLD 4102, Australia
| | - Derek J. Richard
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Neha S. Gandhi
- Centre for Genomics and Personalised Health, School of Chemistry and Physics, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; (Z.P.S.); (A.P.M.)
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Woolloongabba, QLD 4102, Australia; (S.B.); (M.N.A.); (L.V.C.); (K.J.O.); (D.J.R.)
- Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal 576104, India
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22
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Braconi L, Dei S, Contino M, Riganti C, Bartolucci G, Manetti D, Romanelli MN, Perrone MG, Colabufo NA, Guglielmo S, Teodori E. Tetrazole and oxadiazole derivatives as bioisosteres of tariquidar and elacridar: New potent P-gp modulators acting as MDR reversers. Eur J Med Chem 2023; 259:115716. [PMID: 37573829 DOI: 10.1016/j.ejmech.2023.115716] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/22/2023] [Accepted: 08/07/2023] [Indexed: 08/15/2023]
Abstract
New 2,5- and 1,5-disubstituted tetrazoles, and 2,5-disubstituted-1,3,4-oxadiazoles were synthesized as tariquidar and elacridar derivatives and studied as multidrug resistance (MDR) reversers. Their behaviour on the three ABC transporters P-gp, MRP1 and BCRP was investigated. All compounds inhibited the P-gp transport activity in MDCK-MDR1 cells overexpressing P-gp, showing EC50 values even in the low nanomolar range (compounds 15, 22). Oxadiazole derivatives were able to increase the antiproliferative effect of doxorubicin in MDCK-MDR1 and in HT29/DX cells confirming their nature of P-gp modulators, with derivative 15 being the most potent in these assays. Compound 15 also displayed a dual inhibitory effect showing good activities towards both P-gp and BCRP. A computational study suggested a common interaction pattern on P-gp for most of the potent compounds. The bioisosteric substitution of the amide group of lead compounds allowed identifying a new set of potent oxadiazole derivatives that modulate MDR through inhibition of the P-gp efflux activity. If compared to previous amide derivatives, the introduction of the heterocycle rings greatly enhances the activity on P-gp, introduces in two compounds a moderate inhibitory activity on MRP1 and maintains in some cases the effect on BCRP, leading to the unveiling of dual inhibitor 15.
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Affiliation(s)
- Laura Braconi
- Department of Neuroscience, Psychology, Drug Research and Child Health - Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Italy
| | - Silvia Dei
- Department of Neuroscience, Psychology, Drug Research and Child Health - Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Italy.
| | - Marialessandra Contino
- Department of Pharmacy - Drug Sciences, University of Bari "A. Moro", via Orabona 4, 70125, Bari, Italy
| | - Chiara Riganti
- Department of Oncology, University of Turin, Via Santena 5/bis, 10126, Torino, Italy
| | - Gianluca Bartolucci
- Department of Neuroscience, Psychology, Drug Research and Child Health - Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Italy
| | - Dina Manetti
- Department of Neuroscience, Psychology, Drug Research and Child Health - Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Italy
| | - Maria Novella Romanelli
- Department of Neuroscience, Psychology, Drug Research and Child Health - Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Italy
| | - Maria Grazia Perrone
- Department of Pharmacy - Drug Sciences, University of Bari "A. Moro", via Orabona 4, 70125, Bari, Italy
| | - Nicola Antonio Colabufo
- Department of Pharmacy - Drug Sciences, University of Bari "A. Moro", via Orabona 4, 70125, Bari, Italy
| | - Stefano Guglielmo
- Department of Drug Science and Technology, University of Turin, Via P. Giuria 9, 10125, Torino, Italy
| | - Elisabetta Teodori
- Department of Neuroscience, Psychology, Drug Research and Child Health - Section of Pharmaceutical and Nutraceutical Sciences, University of Florence, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Italy
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23
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Monti L, Liu LJ, Varricchio C, Lucero B, Alle T, Yang W, Bem-Shalom I, Gilson M, Brunden KR, Brancale A, Caffrey CR, Ballatore C. Structure-Activity Relationships, Tolerability and Efficacy of Microtubule-Active 1,2,4-Triazolo[1,5-a]pyrimidines as Potential Candidates to Treat Human African Trypanosomiasis. ChemMedChem 2023; 18:e202300193. [PMID: 37429821 PMCID: PMC10615688 DOI: 10.1002/cmdc.202300193] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Revised: 07/08/2023] [Accepted: 07/10/2023] [Indexed: 07/12/2023]
Abstract
Tubulin and microtubules (MTs) are potential protein targets to treat parasitic infections and our previous studies have shown that the triazolopyrimidine (TPD) class of MT-active compounds hold promise as antitrypanosomal agents. MT-targeting TPDs include structurally related but functionally diverse congeners that interact with mammalian tubulin at either one or two distinct interfacial binding sites; namely, the seventh and vinca sites, which are found within or between α,β-tubulin heterodimers, respectively. Evaluation of the activity of 123 TPD congeners against cultured Trypanosoma brucei enabled a robust quantitative structure-activity relationship (QSAR) model and the prioritization of two congeners for in vivo pharmacokinetics (PK), tolerability and efficacy studies. Treatment of T. brucei-infected mice with tolerable doses of TPDs significantly decreased blood parasitemia within 24 h. Further, two once-weekly doses at 10 mg/kg of a candidate TPD significantly extended the survival of infected mice relative to infected animals treated with vehicle. Further optimization of dosing and/or the dosing schedule of these CNS-active TPDs may provide alternative treatments for human African trypanosomiasis.
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Affiliation(s)
- Ludovica Monti
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
- Present affiliation: Chemistry Department, Molecular Sciences Research Hub, Imperial College London, 82 Wood Lane, W12 0BZ, London, UK
| | - Lawrence J Liu
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Carmine Varricchio
- Cardiff School of Pharmacy and Pharmaceutical Sciences, Cardiff University, CF103NB, Cardiff, UK
| | - Bobby Lucero
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
- Department of Chemistry & Biochemistry, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Thibault Alle
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Wenqian Yang
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Ido Bem-Shalom
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Michael Gilson
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Kurt R Brunden
- Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, 3600 Spruce Street, 19104-6323, Philadelphia, PA, USA
| | - Andrea Brancale
- Cardiff School of Pharmacy and Pharmaceutical Sciences, Cardiff University, CF103NB, Cardiff, UK
- Present affiliation: Vysoká škola chemicko-technologická v Praze, Department of Organic Chemistry, Technická 5, 16628, Prague 6, Czech Republic
| | - Conor R Caffrey
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
| | - Carlo Ballatore
- Center for Discovery and Innovation in Parasitic Diseases (CDIPD), Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 9500 Gilman Drive, 92093, La Jolla, CA, USA
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24
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Floresta G, Crocetti L, Silva RRDO, Patamia V, Mazzacuva F, Chen YCS, Vergelli C, Cilibrizzi A. Optimization of 4-amino-pyridazin-3(2H)-one as a valid core scaffold for FABP4 inhibitors. Arch Pharm (Weinheim) 2023; 356:e2300314. [PMID: 37518500 DOI: 10.1002/ardp.202300314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/04/2023] [Accepted: 07/12/2023] [Indexed: 08/01/2023]
Abstract
Current clinical research suggests that fatty acid-binding protein 4 inhibitors (FABP4is), which are of biological and therapeutic interest, may show potential in treating cancer and other illnesses. We sought to uncover new structures through the optimization of the previously reported 4-amino and 4-ureido pyridazinone-based series of FABP4is as part of a larger research effort to create more potent FABP4 inhibitors. This led to the identification of 14e as the most potent analog with IC50 = 1.57 μM, which is lower than the IC50 of the positive control. Advanced modeling investigations and in silico absorption, distribution, metabolism, and excretion - toxicity calculations suggested that 14e represents a potential candidate for in vivo studies such as FABP4i.
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Affiliation(s)
- Giuseppe Floresta
- Department of Drug and Health Sciences, University of Catania, Catania, Italy
| | - Letizia Crocetti
- Department of NEUROFARBA-Pharmaceutical and Nutraceutical Section, University of Florence, Florence, Italy
| | | | - Vincenzo Patamia
- Department of Drug and Health Sciences, University of Catania, Catania, Italy
| | - Francesca Mazzacuva
- School of Health, Sport and Bioscience, University of East London, London, UK
| | | | - Claudia Vergelli
- Department of NEUROFARBA-Pharmaceutical and Nutraceutical Section, University of Florence, Florence, Italy
| | - Agostino Cilibrizzi
- Institute of Pharmaceutical Science, King's College London, London, UK
- Medicines Development, Centre for Therapeutic Innovation, University of Bath, Bath, UK
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25
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Elgohary MK, Abd El Hadi SR, Abo-Ashour MF, Abo-El Fetoh ME, Afify H, Abdel-Aziz HA, Abou-Seri SM. Fragment merging approach for the design of thiazole/thiazolidine clubbed pyrazoline derivatives as anti-inflammatory agents: Synthesis, biopharmacological evaluation and molecular modeling studies. Bioorg Chem 2023; 139:106724. [PMID: 37451146 DOI: 10.1016/j.bioorg.2023.106724] [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] [Received: 05/11/2023] [Revised: 06/28/2023] [Accepted: 07/07/2023] [Indexed: 07/18/2023]
Abstract
Fragment merging approach was applied for the design of thiazole/thiazolidinone clubbed pyrazoline derivatives 5a-e, 6a-c, 7 and 10a-d as dual COX-2 and 5-LOX inhibitors. Compounds 5a, 6a, and 6b were the most potent and COX-2 selective inhibitors (IC50= 0.03-0.06 μM, SI = 282.7-472.9) with high activity against 5-LOX (IC50 = 4.36-4.86 μM), while compounds 5b and 10a were active and selective 5-LOX inhibitors with IC50 = 2.43 and 1.58 μM, respectively. In vivo assay and histopathological examination for most active candidate 6a revealed significant decrease in inflammation with higher safety profile in comparison to standard drugs. Compound 6a exhibited the same orientation and binding interactions as the reference COX-2 and 5-LOX inhibitors (celecoxib and quercetin, respectively). Consequently, compound 6a has been identified as a potential lead for further optimization and the development of safe and effective anti-inflammatory drugs.
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Affiliation(s)
- Mohamed K Elgohary
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City, Cairo 11829, Egypt
| | - Soha R Abd El Hadi
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City, Cairo 11829, Egypt.
| | - Mahmoud F Abo-Ashour
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, El Saleheya El Gadida University, Egypt
| | - Mohammed E Abo-El Fetoh
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City, Cairo 11829, Egypt
| | - Hassan Afify
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Egyptian-Russian University, Badr City, Cairo 11829, Egypt
| | - Hatem A Abdel-Aziz
- Applied Organic Chemistry Department, National Research Center, Dokki, Cairo 12622, Egypt
| | - Sahar M Abou-Seri
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Cairo University, Kasr El-Aini Street, Cairo P.O. Box 11562, Egypt.
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26
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Zeng S, Zhang L, Li P, Pu D, Fu Y, Zheng R, Xi H, Qiao K, Wang D, Sun B, Sun S, Zhang Y. Molecular mechanisms of caramel-like odorant-olfactory receptor interactions based on a computational chemistry approach. Food Res Int 2023; 171:113063. [PMID: 37330856 DOI: 10.1016/j.foodres.2023.113063] [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: 02/14/2023] [Revised: 05/25/2023] [Accepted: 05/26/2023] [Indexed: 06/19/2023]
Abstract
Molecular mechanisms of caramel-like odorant-olfactory receptor interactions were investigated based on molecular docking and molecular dynamics simulations. The transmembrane regions TM-3, TM-5 and TM-6 of receptors were main contributors of amino acid residues in the docking. Molecular docking results showed that hydrogen bonding and pi-pi stacking were the key forces for the stabilization of caramel-like odorants. The binding energies were positively correlated with the molecular weight of caramel-like odorants. Residues Asn155 (84%, OR2W1), Asn206 (86%, OR8D1), Ser155 (77%, OR8D1), Asp179 (87%, OR5M3), Val182 (84%, OR2J2) and Tyr260 (94%, OR2J2) with high frequencies played an important role in the complexes formation. Odorants 4-hydroxy-5-methylfuran-3(2H)-one (16#) and methylglyoxal (128#) were screened by molecular field-based similarity analysis, which tended to bind to the receptors OR1G1 and OR52H1 respectively, resulting a caramel-like aroma perception. The obtained results are useful for better understanding the perception of caramel-like odorants and their high-throughput screening.
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Affiliation(s)
- Shitong Zeng
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China; Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China
| | - Lili Zhang
- Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China; Food Laboratory of Zhongyuan, Beijing Technology and Business University, Beijing 100048, China
| | - Peng Li
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China
| | - Dandan Pu
- Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China; Food Laboratory of Zhongyuan, Beijing Technology and Business University, Beijing 100048, China
| | - Yingjie Fu
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China
| | - Ruiyi Zheng
- Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China; Food Laboratory of Zhongyuan, Beijing Technology and Business University, Beijing 100048, China
| | - Hui Xi
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China
| | - Kaina Qiao
- Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China; Food Laboratory of Zhongyuan, Beijing Technology and Business University, Beijing 100048, China
| | - Dingzhong Wang
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China
| | - Baoguo Sun
- Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China; Food Laboratory of Zhongyuan, Beijing Technology and Business University, Beijing 100048, China
| | - Shihao Sun
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou 450001, China.
| | - Yuyu Zhang
- Key Laboratory of Flavor Science of China General Chamber of Commerce, Beijing Technology and Business University, Beijing 100048, China; Food Laboratory of Zhongyuan, Beijing Technology and Business University, Beijing 100048, China.
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Arokia Rajan MS, Thirunavukkarasu R, Joseph J, Palliyath GK, Somarathinam K, Kothandan G, Subaramaniyan K, Ullah R, Rajesh RP. Identification of the Seaweed Metabolites as Potential Anti-tubercular Agents Against Human Pantothenate synthetase: An In Silico Approach. Curr Microbiol 2023; 80:318. [PMID: 37578562 DOI: 10.1007/s00284-023-03422-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 07/18/2023] [Indexed: 08/15/2023]
Abstract
Tuberculosis is the disease which is caused due to the contagion of Mycobacterium tuberculosis. The multidrug resistance Mycobacterium tuberculosis is the main hassle in the treatment of this worldwide health threats. Pantothenate synthase is a legitimate goal for rational drug designing against Mycobacterium tuberculosis. The enzyme is most active in the presence of magnesium or manganese. Marine algal cell wall is rich in sulfated polysaccharides such as fucoidans (brown algae), κ-carrageenans (red algae), and ulvan (green algae) with various favorable biological activities such as anticoagulant, antiviral, antioxidative, anticancer, and immunomodulating activities. In this study, we have modeled binding modes of selected known anti-tubercular compounds and different solvent extract against pantothenate synthase using advanced docking program AutoDock 4.2 tool. In our current study, in silico experiments were carried out to determine if fucoidan, κ-carrageenan, and ulvan sulfated polysaccharides could be a potential target against PANc (pantothenate synthetase), with the goal of identifying potential inhibitors as anti-TB leads targeting PANc for further wet lab validation. Two bioactive compounds were docked to the Mtb pantothenate synthetase protein binding site, with docking scores ranging from - 5.57 to - 2.73. κ-carrageenan had the best pose and docking score, with a Ligand fit score of - 5.815. Ulvan did not dock with the protein. The molecular dynamics simulations were conducted with substrate and ligand bounded fucoidan and κ-carrageenan for 150 ns and the protein Mtb pantothenate synthetase showed a stable conformation in the simulation, with tight amino acid contributions binding to the ligand molecule. RMSD characterizes the conformation and stability of protein ligand complexes, with higher fluctuations indicating low stability and minimal low-level fluctuations indicating equilibration and stability. The graph for RMSF shows significant peaks due to fluctuations in active site regions and other peaks indicating the adaptation of the ligand molecule to the protein binding pocket. From the molecular dynamics study, it is clear that the compounds are having good binding affinity in the active site. The root mean square deviation, root mean square fluctuations, and radius of gyration are supportive evidences which helped us to conclude that the compounds κ-carrageenan and fucoidan are suitable lead molecules for inhibiting pantothenate synthetase. Based on these evidences, the natural compounds from seaweeds can be tested clinically either alone or in combinations against the protein, which could facilitate the designing or the synthesis of new lead molecules as drugs against the tuberculosis.
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Affiliation(s)
- Mary Shamya Arokia Rajan
- Centre for Drug Discovery and Development, Sathyabama Institute of Science and Technology, Jeppiaar Nagar, Rajiv Gandhi Road, Chennai, 600119, India
| | - Rajasekar Thirunavukkarasu
- Centre for Drug Discovery and Development, Sathyabama Institute of Science and Technology, Jeppiaar Nagar, Rajiv Gandhi Road, Chennai, 600119, India.
| | - Jerrine Joseph
- Centre for Drug Discovery and Development, Sathyabama Institute of Science and Technology, Jeppiaar Nagar, Rajiv Gandhi Road, Chennai, 600119, India
| | - Gangaraj Karyath Palliyath
- ICAR-Central Institute of Brackishwater Aquaculture, Indian Council of Agricultural Research, Chennai, 600028, India
| | - Kanagasabai Somarathinam
- Biopolymer Modelling and Protein Chemistry Laboratory, Centre of Advanced Study in Crystallography and Biophysics, University of Madras, Guindy Campus, Chennai, 600025, India
| | - Gugan Kothandan
- Biopolymer Modelling and Protein Chemistry Laboratory, Centre of Advanced Study in Crystallography and Biophysics, University of Madras, Guindy Campus, Chennai, 600025, India
| | - Kumaran Subaramaniyan
- Centre for Drug Discovery and Development, Sathyabama Institute of Science and Technology, Jeppiaar Nagar, Rajiv Gandhi Road, Chennai, 600119, India
- PG and Research Department of Microbiology, Sri Sankara Arts and Science College (Autonomous), Kanchipuram, 631501, India
| | - Riaz Ullah
- Department of Pharmacognosy, College of Pharmacy, King Saud University, 12371, Riyadh, Saudi Arabia
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Whitehurst BC, Bauer MR, Edfeldt F, Gunnarsson A, Margreitter C, Rawlins PB, Storer RI. Design and Evaluation of a Low Hydrogen Bond Donor Count Fragment Screening Set to Aid Hit Generation of PROTACs Intended for Oral Delivery. J Med Chem 2023. [PMID: 37224440 DOI: 10.1021/acs.jmedchem.3c00493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
The development of orally bioavailable PROTACs presents a significant challenge due to the inflated physicochemical properties of such heterobifunctional molecules. Molecules occupying this "beyond rule of five" space often demonstrate limited oral bioavailability due to the compounding effects of elevated molecular weight and hydrogen bond donor count (among other properties), but it is possible to achieve sufficient oral bioavailability through physicochemical optimization. Herein, we disclose the design and evaluation of a low hydrogen bond donor count (≤1 HBD) fragment screening set to aid hit generation of PROTACs intended for an oral route of delivery. We demonstrate that application of this library can enhance fragment screens against PROTAC proteins of interest and ubiquitin ligases, yielding fragment hits containing ≤1 HBD suitable for optimizing toward orally bioavailable PROTACs.
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Affiliation(s)
- Benjamin C Whitehurst
- Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Cambridge CB4 0WG, United Kingdom
| | - Matthias R Bauer
- Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Cambridge CB4 0WG, United Kingdom
| | - Fredrik Edfeldt
- Mechanistic and Structural Biology, Discovery Sciences, R&D, AstraZeneca, Mölndal, Gothenburg 431 50, Sweden
| | - Anders Gunnarsson
- Mechanistic and Structural Biology, Discovery Sciences, R&D, AstraZeneca, Mölndal, Gothenburg 431 50, Sweden
| | - Christian Margreitter
- Molecular AI, Discovery Sciences, R&D, AstraZeneca, Mölndal, Gothenburg 431 50, Sweden
| | - Philip B Rawlins
- Mechanistic and Structural Biology, Discovery Sciences, R&D, AstraZeneca, Cambridge CB4 0WG, United Kingdom
| | - R Ian Storer
- Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Cambridge CB4 0WG, United Kingdom
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Fernández-Sánchez SY, Cerón-Carrasco JP, Risco C, Fernández de Castro I. Antiviral Activity of Acetylsalicylic Acid against Bunyamwera Virus in Cell Culture. Viruses 2023; 15:v15040948. [PMID: 37112928 PMCID: PMC10141918 DOI: 10.3390/v15040948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/05/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
The Bunyavirales order is a large group of RNA viruses that includes important pathogens for humans, animals and plants. With high-throughput screening of clinically tested compounds we have looked for potential inhibitors of the endonuclease domain of a bunyavirus RNA polymerase. From a list of fifteen top candidates, five compounds were selected and their antiviral properties studied with Bunyamwera virus (BUNV), a prototypic bunyavirus widely used for studies about the biology of this group of viruses and to test antivirals. Four compounds (silibinin A, myricetin, L-phenylalanine and p-aminohippuric acid) showed no antiviral activity in BUNV-infected Vero cells. On the contrary, acetylsalicylic acid (ASA) efficiently inhibited BUNV infection with a half maximal inhibitory concentration (IC50) of 2.02 mM. In cell culture supernatants, ASA reduced viral titer up to three logarithmic units. A significant dose-dependent reduction of the expression levels of Gc and N viral proteins was also measured. Immunofluorescence and confocal microscopy showed that ASA protects the Golgi complex from the characteristic BUNV-induced fragmentation in Vero cells. Electron microscopy showed that ASA inhibits the assembly of Golgi-associated BUNV spherules that are the replication organelles of bunyaviruses. As a consequence, the assembly of new viral particles is also significantly reduced. Considering its availability and low cost, the potential usability of ASA to treat bunyavirus infections deserves further investigation.
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Affiliation(s)
| | - José P Cerón-Carrasco
- Centro Universitario de la Defensa, Universidad Politécnica de Cartagena, C/Coronel López Peña s/n, Base Aérea de San Javier, Santiago de la Ribera, 30720 Murcia, Spain
| | - Cristina Risco
- Cell Structure Laboratory, Centro Nacional de Biotecnología, CSIC, Campus de Cantoblanco, 28049 Madrid, Spain
| | - Isabel Fernández de Castro
- Cell Structure Laboratory, Centro Nacional de Biotecnología, CSIC, Campus de Cantoblanco, 28049 Madrid, Spain
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30
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Madden KS, Todd PM, Urata K, Russell AJ, Vincent KA, Reeve HA. A pharmacophore-based approach to demonstrating the scope of alcohol dehydrogenases. Bioorg Med Chem 2023; 83:117255. [PMID: 36966660 DOI: 10.1016/j.bmc.2023.117255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/09/2023] [Accepted: 03/17/2023] [Indexed: 03/28/2023]
Abstract
Barriers to the ready adoption of biocatalysis into asymmetric synthesis for early stage medicinal chemistry are addressed, using ketone reduction by alcohol dehydrogenase as a model reaction. An efficient substrate screening approach is used to show the wide substrate scope of commercial alcohol dehydrogenase enzymes, with a high tolerance to chemical groups employed in drug discovery (heterocycle, trifluoromethyl and nitrile/nitro groups) observed. We use our screening data to build a preliminary predictive pharmacophore-based screening tool using Forge software, with a precision of 0.67/1, demonstrating the potential for developing substrate screening tools for commercially available enzymes without publicly available structures. We hope that this work will facilitate a culture shift towards adopting biocatalysis alongside traditional chemical catalytic methods in early stage drug discovery.
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Gul I, Hassan A, Haq E, Ahmad SM, Shah RA, Ganai NA, Chikan NA, Abdul-Careem MF, Shabir N. An Investigation of the Antiviral Potential of Phytocompounds against Avian Infectious Bronchitis Virus through Template-Based Molecular Docking and Molecular Dynamics Simulation Analysis. Viruses 2023; 15:v15040847. [PMID: 37112828 PMCID: PMC10144825 DOI: 10.3390/v15040847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/17/2023] [Accepted: 03/24/2023] [Indexed: 03/29/2023] Open
Abstract
Vaccination is widely used to control Infectious Bronchitis in poultry; however, the limited cross-protection and safety issues associated with these vaccines can lead to vaccination failures. Keeping these limitations in mind, the current study explored the antiviral potential of phytocompounds against the Infectious Bronchitis virus using in silico approaches. A total of 1300 phytocompounds derived from fourteen botanicals were screened for their potential ability to inhibit the main protease, papain-like protease or RNA-dependent RNA–polymerase of the virus. The study identified Methyl Rosmarinate, Cianidanol, Royleanone, and 6,7-Dehydroroyleanone as dual-target inhibitors against any two of the key proteins. At the same time, 7-alpha-Acetoxyroyleanone from Rosmarinus officinalis was found to be a multi-target protein inhibitor against all three proteins. The potential multi-target inhibitor was subjected to molecular dynamics simulations to assess the stability of the protein–ligand complexes along with the corresponding reference ligands. The findings specified stable interactions of 7-alpha-Acetoxyroyleanone with the protein targets. The results based on the in silico study indicate that the phytocompounds can potentially inhibit the essential proteins of the Infectious Bronchitis virus; however, in vitro and in vivo studies are required for validation. Nevertheless, this study is a significant step in exploring the use of botanicals in feed to control Infectious Bronchitis infections in poultry.
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Affiliation(s)
- Irfan Gul
- Division of Animal Biotechnology, Faculty of Veterinary Sciences and Animal Husbandry, Shuhama, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar 190006, India; (I.G.)
- Department of Biotechnology, University of Kashmir, Srinagar 190006, India
| | - Amreena Hassan
- Division of Animal Biotechnology, Faculty of Veterinary Sciences and Animal Husbandry, Shuhama, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar 190006, India; (I.G.)
- Department of Biotechnology, University of Kashmir, Srinagar 190006, India
| | - Ehtishamul Haq
- Department of Biotechnology, University of Kashmir, Srinagar 190006, India
| | - Syed Mudasir Ahmad
- Division of Animal Biotechnology, Faculty of Veterinary Sciences and Animal Husbandry, Shuhama, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar 190006, India; (I.G.)
| | - Riaz Ahmad Shah
- Division of Animal Biotechnology, Faculty of Veterinary Sciences and Animal Husbandry, Shuhama, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar 190006, India; (I.G.)
| | - Nazir Ahmad Ganai
- Division of Animal Biotechnology, Faculty of Veterinary Sciences and Animal Husbandry, Shuhama, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar 190006, India; (I.G.)
| | - Naveed Anjum Chikan
- Division of Computational Biology, Daskdan Innovations, Pvt. Ltd., Kashmir 190006, India
| | - Mohamed Faizal Abdul-Careem
- Faculty of Veterinary Medicine, University of Calgary, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
- Correspondence: (M.F.A.-C.); (N.S.)
| | - Nadeem Shabir
- Division of Animal Biotechnology, Faculty of Veterinary Sciences and Animal Husbandry, Shuhama, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar 190006, India; (I.G.)
- Correspondence: (M.F.A.-C.); (N.S.)
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Tomarchio R, Patamia V, Zagni C, Crocetti L, Cilibrizzi A, Floresta G, Rescifina A. Steered Molecular Dynamics Simulations Study on FABP4 Inhibitors. Molecules 2023; 28:molecules28062731. [PMID: 36985701 PMCID: PMC10058326 DOI: 10.3390/molecules28062731] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/15/2023] [Accepted: 03/15/2023] [Indexed: 03/30/2023] Open
Abstract
Ordinary small molecule de novo drug design is time-consuming and expensive. Recently, computational tools were employed and proved their efficacy in accelerating the overall drug design process. Molecular dynamics (MD) simulations and a derivative of MD, steered molecular dynamics (SMD), turned out to be promising rational drug design tools. In this paper, we report the first application of SMD to evaluate the binding properties of small molecules toward FABP4, considering our recent interest in inhibiting fatty acid binding protein 4 (FABP4). FABP4 inhibitors (FABP4is) are small molecules of therapeutic interest, and ongoing clinical studies indicate that they are promising for treating cancer and other diseases such as metabolic syndrome and diabetes.
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Affiliation(s)
- Rosario Tomarchio
- Department of Drug and Health Sciences, University of Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Vincenzo Patamia
- Department of Drug and Health Sciences, University of Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Chiara Zagni
- Department of Drug and Health Sciences, University of Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Letizia Crocetti
- Department Neurofarba, Pharmaceutical and Nutraceutical Section, via Ugo Schiff 6, 50019 Sesto Fiorentino, Italy
| | - Agostino Cilibrizzi
- Institute of Pharmaceutical Science, King's College London, Stamford Street, London SE1 9NH, UK
- Centre for Therapeutic Innovation, University of Bath, Bath BA2 7AY, UK
| | - Giuseppe Floresta
- Department of Drug and Health Sciences, University of Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Antonio Rescifina
- Department of Drug and Health Sciences, University of Catania, Viale A. Doria 6, 95125 Catania, Italy
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33
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Monti L, Liu LJ, Varricchio C, Lucero B, Alle T, Yang W, Bem-Shalom I, Gilson M, Brunden KR, Brancale A, Caffrey CR, Ballatore C. Structure-Activity Relationships, Tolerability and Efficacy of Microtubule-Active 1,2,4-Triazolo[1,5- a ]pyrimidines as Potential Candidates to Treat Human African Trypanosomiasis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.11.532093. [PMID: 36945407 PMCID: PMC10028969 DOI: 10.1101/2023.03.11.532093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
Abstract
Tubulin and microtubules (MTs) are potential protein targets to treat parasitic infections and our previous studies have shown that the triazolopyrimidine (TPD) class of MT- active compounds hold promise as antitrypanosomal agents. MT-targeting TPDs include structurally related but functionally diverse congeners that interact with mammalian tubulin at either one or two distinct interfacial binding sites; namely, the seventh and vinca sites, which are found within or between α,β-tubulin heterodimers, respectively. Evaluation of the activity of 123 TPD congeners against cultured Trypanosoma brucei enabled a robust quantitative structure-activity relationship (QSAR) model and the prioritization of two congeners for in vivo pharmacokinetics (PK), tolerability and efficacy studies. Treatment of T. brucei -infected mice with tolerable doses of TPDs 3 and 4 significantly decreased blood parasitemia within 24 h. Further, two once-weekly doses of 4 at 10 mg/kg significantly extended the survival of infected mice relative to infected animals treated with vehicle. Further optimization of dosing and/or the dosing schedule of these CNS-active TPDs may provide alternative treatments for human African trypanosomiasis.
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Yu Y, Huang J, He H, Han J, Ye G, Xu T, Sun X, Chen X, Ren X, Li C, Li H, Huang W, Liu Y, Wang X, Gao Y, Cheng N, Guo N, Chen X, Feng J, Hua Y, Liu C, Zhu G, Xie Z, Yao L, Zhong W, Chen X, Liu W, Li H. Accelerated Discovery of Macrocyclic CDK2 Inhibitor QR-6401 by Generative Models and Structure-Based Drug Design. ACS Med Chem Lett 2023; 14:297-304. [PMID: 36923916 PMCID: PMC10009793 DOI: 10.1021/acsmedchemlett.2c00515] [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: 12/08/2022] [Accepted: 01/19/2023] [Indexed: 02/11/2023] Open
Abstract
Selective CDK2 inhibitors have the potential to provide effective therapeutics for CDK2-dependent cancers and for combating drug resistance due to high cyclin E1 (CCNE1) expression intrinsically or CCNE1 amplification induced by treatment of CDK4/6 inhibitors. Generative models that take advantage of deep learning are being increasingly integrated into early drug discovery for hit identification and lead optimization. Here we report the discovery of a highly potent and selective macrocyclic CDK2 inhibitor QR-6401 (23) accelerated by the application of generative models and structure-based drug design (SBDD). QR-6401 (23) demonstrated robust antitumor efficacy in an OVCAR3 ovarian cancer xenograft model via oral administration.
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Affiliation(s)
- Yang Yu
- Tencent
AI Lab, Tencent, Shenzhen 518057, China
| | | | - Hu He
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Jing Han
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Geyan Ye
- Tencent
AI Lab, Tencent, Shenzhen 518057, China
| | - Tingyang Xu
- Tencent
AI Lab, Tencent, Shenzhen 518057, China
| | | | - Xiumei Chen
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Xiaoming Ren
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Chunlai Li
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Huijuan Li
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Wei Huang
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Yangyang Liu
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Xinjuan Wang
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Yongzhi Gao
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Nianhe Cheng
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Na Guo
- BioDuro-Sundia, Shanghai, 200131, China
| | - Xibo Chen
- BioDuro-Sundia, Shanghai, 200131, China
| | | | - Yuxia Hua
- BioDuro-Sundia, Beijing, 102200, China
| | - Chong Liu
- BioDuro-Sundia, Beijing, 102200, China
| | - Guoyun Zhu
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Zhi Xie
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Lili Yao
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Wenge Zhong
- Regor
Therapeutics Group, Shanghai, 201210, China
| | - Xinde Chen
- Tencent
AI Lab, Tencent, Shenzhen 518057, China
| | - Wei Liu
- Tencent
AI Lab, Tencent, Shenzhen 518057, China
| | - Hailong Li
- Regor
Therapeutics Group, Shanghai, 201210, China
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In Silico Identification of Novel Derivatives of Rifampicin Targeting Ribonuclease VapC2 of M. tuberculosis H37Rv: Rifampicin Derivatives Target VapC2 of Mtb H37Rv. Molecules 2023; 28:molecules28041652. [PMID: 36838640 PMCID: PMC9968056 DOI: 10.3390/molecules28041652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 01/22/2023] [Accepted: 01/26/2023] [Indexed: 02/11/2023] Open
Abstract
The emergence of multi-drug-resistant Mycobacterium tuberculosis (Mtb) strains has rendered many of the currently available anti-TB drugs ineffective. Hence, there is a pressing need to discover new potential drug targets/candidates. In this study, attempts have been made to identify novel inhibitors of the ribonuclease VapC2 of Mtb H37Rv using various computational techniques. Ribonuclease VapC2 Mtb H37Rv's protein structure was retrieved from the PDB databank, 22 currently used anti-TB drugs were retrieved from the PubChem database, and protein-ligand interactions were analyzed by docking studies. Out of the 22 drugs, rifampicin (RIF), being a first-line drug, showed the best binding energy (-8.8 Kcal/mol) with Mtb H37Rv VapC2; hence, it was selected as a parent molecule for the design of its derivatives. Based on shape score and radial plot criteria, out of 500 derivatives designed through SPARK (Cresset®, Royston, UK) program, the 10 best RIF derivatives were selected for further studies. All the selected derivatives followed the ADME criteria concerning drug-likeness. The docking of ribonuclease VapC2 with RIF derivatives revealed the best binding energy of -8.1 Kcal/mol with derivative 1 (i.e., RIF-155841). A quantitative structure-activity relationship study revealed that derivative 1's activity assists in the inhibition of ribonuclease VapC2. The stability of the VapC2-RIF155841 complex was evaluated using molecular dynamics simulations for 50 ns and the complex was found to be stable after 10 nsec. Further, a chemical synthesis scheme was designed for the newly identified RIF derivative (RIF-155841), which verified that its chemical synthesis is possible for future in vitro/in vivo experimental validation. Overall, this study evaluated the potential of the newly designed RIF derivatives with respect to the Mtb VapC2 protein, which is predicted to be involved in some indispensable processes of the related pathogen. Future experimental studies regarding RIF-155841, including the exploration of the remaining RIF derivatives, are warranted to verify our current findings.
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Design, Synthesis, Antimicrobial Evaluation, Antioxidant Studies, and Molecular Docking of Some New 1
H
‐Benzimidazole Derivatives. ChemistrySelect 2023. [DOI: 10.1002/slct.202203651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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Rational design of novel nucleoside analogues reveals potent antiviral agents for EV71. Eur J Med Chem 2023; 246:114942. [PMID: 36455356 DOI: 10.1016/j.ejmech.2022.114942] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/23/2022] [Accepted: 11/16/2022] [Indexed: 11/25/2022]
Abstract
Different viruses belonging to distinct viral families, such as enterovirus 71, rely on the host methyltransferase METTL3 for the completion of fundamental cytoplasmic stages of their life cycle. Modulation of the activity of this enzyme could therefore provide a broad-spectrum approach to interfere with viral infections caused by viruses that depend on its activity for the completion of their viral cycle. With the aim to identify antiviral therapeutics with this effect, a series of new nucleoside analogues was rationally designed to act as inhibitors of human METTL3, as a novel approach to interfere with a range of viral infections. Guided by molecular docking studies on the SAM binding pocket of the enzyme, 24 compounds were prepared following multiple-step synthetic protocols, and evaluated for their ability to interfere with the replication of different viruses in cell-based systems, and to directly inhibit the activity of METTL3. While different molecules displayed moderate inhibition of the human methyltransferase in vitro, multiple novel, potent and selective inhibitors of enterovirus 71 were identified.
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1,2-Dibenzoylhydrazine as a Multi-Inhibitor Compound: A Morphological and Docking Study. Int J Mol Sci 2023; 24:ijms24021425. [PMID: 36674938 PMCID: PMC9864281 DOI: 10.3390/ijms24021425] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 12/24/2022] [Accepted: 01/07/2023] [Indexed: 01/12/2023] Open
Abstract
In the framework of the multitarget inhibitor study, we report an in silico analysis of 1,2-dibenzoylhydrazine (DBH) with respect to three essential receptors such as the ecdysone receptor (EcR), urease, and HIV-integrase. Starting from a crystallographic structural study of accidentally harvested crystals of this compound, we performed docking studies to evaluate the inhibitory capacity of DBH toward three selected targets. A crystal morphology prediction was then performed. The results of our molecular modeling calculations indicate that DBH is an excellent candidate as a ligand to inhibit the activity of EcR receptors and urease. Docking studies also revealed the activity of DBH on the HIV integrase receptor, providing an excellent starting point for developing novel inhibitors using this molecule as a starting lead compound.
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Jeong K, Chang J, Park SM, Kim J, Jeon S, Kim DH, Kim YE, Lee JC, Im S, Jo Y, Min JY, Lee H, Yeom M, Seok SH, On DI, Noh H, Yun JW, Park JW, Song D, Seong JK, Kim KC, Lee JY, Park HJ, Kim S, Nam TG, Lee W. Rapid discovery and classification of inhibitors of coronavirus infection by pseudovirus screen and amplified luminescence proximity homogeneous assay. Antiviral Res 2023; 209:105473. [PMID: 36435212 PMCID: PMC9682871 DOI: 10.1016/j.antiviral.2022.105473] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/16/2022] [Accepted: 11/18/2022] [Indexed: 11/24/2022]
Abstract
To identify potent antiviral compounds, we introduced a high-throughput screen platform that can rapidly classify hit compounds according to their target. In our platform, we performed a compound screen using a lentivirus-based pseudovirus presenting a spike protein of coronavirus, and we evaluated the hit compounds using an amplified luminescence proximity homogeneous assay (alpha) test with purified host receptor protein and the receptor binding domain of the viral spike. With our screen platform, we were able to identify both spike-specific compounds (class I) and broad-spectrum antiviral compounds (class II). Among the hit compounds, thiosemicarbazide was identified to be selective to the interaction between the viral spike and its host cell receptor, and we further optimized the binding potency of thiosemicarbazide through modification of the pyridine group. Among the class II compounds, we found raloxifene and amiodarone to be highly potent against human coronaviruses including Middle East respiratory syndrome coronavirus (MERS-CoV), severe acute respiratory syndrome coronavirus (SARS-CoV), and SARS-CoV-2. In particular, using analogs of the benzothiophene moiety, which is also present in raloxifene, we have identified benzothiophene as a novel structural scaffold for broad-spectrum antivirals. This work highlights the strong utility of our screen platform using a pseudovirus assay and an alpha test for rapid identification of potential antiviral compounds and their mechanism of action, which can lead to the accelerated development of therapeutics against newly emerging viral infections.
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Affiliation(s)
- Kwiwan Jeong
- Bio-center, Gyeonggido Business and Science Accelerator, Suwon, South Korea,Corresponding author
| | - JuOae Chang
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Sun-mi Park
- Bio-center, Gyeonggido Business and Science Accelerator, Suwon, South Korea
| | - Jinhee Kim
- Institut Pasteur Korea, Seongnam, South Korea
| | | | - Dong Hwan Kim
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea
| | - Young-Eui Kim
- Center for Emerging Virus Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, South Korea
| | - Joo Chan Lee
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Somyoung Im
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea
| | - Yejin Jo
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea
| | | | - Hanbyeul Lee
- Department of Veterinary Medicine Virology Laboratory, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Minjoo Yeom
- Department of Veterinary Medicine Virology Laboratory, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Sang-Hyuk Seok
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, ChunCheon, South Korea
| | - Da In On
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, BK21 Program for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul, South Korea,Korea Mouse Phenotyping Center (KMPC), Seoul National University, Seoul, South Korea
| | - Hyuna Noh
- Korea Mouse Phenotyping Center (KMPC), Seoul National University, Seoul, South Korea
| | - Jun-Won Yun
- Laboratory of Veterinary Toxicology, College of Veterinary Medicine, Seoul National University, Seoul, South Korea
| | - Jun Won Park
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, ChunCheon, South Korea
| | - Daesub Song
- Department of Veterinary Medicine Virology Laboratory, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Je Kyung Seong
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, BK21 Program for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul, South Korea,Korea Mouse Phenotyping Center (KMPC), Seoul National University, Seoul, South Korea,Interdisciplinary Program for Bioinformatics, Program for Cancer Biology and BIO-MAX/N-Bio Institute, Seoul National University, Seoul, South Korea
| | - Kyung-Chang Kim
- Center for Emerging Virus Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, South Korea
| | - Joo-Yeon Lee
- Center for Emerging Virus Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, South Korea
| | - Hyun-Ju Park
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea,Corresponding author
| | - Seungtaek Kim
- Institut Pasteur Korea, Seongnam, South Korea,Corresponding author
| | - Tae-gyu Nam
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea,Corresponding author
| | - Wonsik Lee
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea,Corresponding author
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40
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Schuurs ZP, McDonald JP, Croft LV, Richard DJ, Woodgate R, Gandhi NS. Integration of molecular modelling and in vitro studies to inhibit LexA proteolysis. Front Cell Infect Microbiol 2023; 13:1051602. [PMID: 36936756 PMCID: PMC10020695 DOI: 10.3389/fcimb.2023.1051602] [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] [Received: 09/23/2022] [Accepted: 02/14/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction As antibiotic resistance has become more prevalent, the social and economic impacts are increasingly pressing. Indeed, bacteria have developed the SOS response which facilitates the evolution of resistance under genotoxic stress. The transcriptional repressor, LexA, plays a key role in this response. Mutation of LexA to a non-cleavable form that prevents the induction of the SOS response sensitizes bacteria to antibiotics. Achieving the same inhibition of proteolysis with small molecules also increases antibiotic susceptibility and reduces drug resistance acquisition. The availability of multiple LexA crystal structures, and the unique Ser-119 and Lys-156 catalytic dyad in the protein enables the rational design of inhibitors. Methods We pursued a binary approach to inhibit proteolysis; we first investigated β-turn mimetics, and in the second approach we tested covalent warheads targeting the Ser-119 residue. We found that the cleavage site region (CSR) of the LexA protein is a classical Type II β-turn, and that published 1,2,3-triazole compounds mimic the β-turn. Generic covalent molecule libraries and a β-turn mimetic library were docked to the LexA C-terminal domain using molecular modelling methods in FlexX and CovDock respectively. The 133 highest-scoring molecules were screened for their ability to inhibit LexA cleavage under alkaline conditions. The top molecules were then tested using a RecA-mediated cleavage assay. Results The β-turn library screen did not produce any hit compounds that inhibited RecA-mediated cleavage. The covalent screen discovered an electrophilic serine warhead that can inhibit LexA proteolysis, reacting with Ser-119 via a nitrile moiety. Discussion This research presents a starting point for hit-to-lead optimisation, which could lead to inhibition of the SOS response and prevent the acquisition of antibiotic resistance.
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Affiliation(s)
- Zachariah P. Schuurs
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Brisbane, QLD, Australia
- School of Chemistry and Physics, Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - John P. McDonald
- Laboratory of Genomic Integrity, National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, United States
| | - Laura V. Croft
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Brisbane, QLD, Australia
| | - Derek J. Richard
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Brisbane, QLD, Australia
| | - Roger Woodgate
- Laboratory of Genomic Integrity, National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, United States
- *Correspondence: Neha S. Gandhi, ; Roger Woodgate,
| | - Neha S. Gandhi
- Cancer and Ageing Research Program, Centre for Genomics and Personalised Health, Queensland University of Technology (QUT), Translational Research Institute (TRI), Brisbane, QLD, Australia
- School of Chemistry and Physics, Queensland University of Technology (QUT), Brisbane, QLD, Australia
- *Correspondence: Neha S. Gandhi, ; Roger Woodgate,
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41
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Roja R, Kalakotla S, Ravula AR, Boyina HK, Navanita SK, Vallika PBS, Gangarapu K, Devarakonda KP, Bakshi V. Insilico Screening of Pentacyclic Triterpenoids against Vascular Dementia Target's. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023; 1423:237-243. [PMID: 37525050 DOI: 10.1007/978-3-031-31978-5_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
Vascular dementia (VaD) accounts to 30% of cases and is predicted as second most common form of dementia after Alzheimer's disease by WHO. Earlier studies reported that plant-derived pentacyclic triterpenoids possess a wide range of pharmacological activities but these compounds are not extensively studied for their neuroprotective potential against VaD. This in silico approach was designed to screen 20 pentacyclic triterpenoid plant compounds against known targets of VaD using Flare software. S-Adenyl homocysteine hydrolase, Acetylcholinesterase, and Butyrylcholinesterase were selected as important VaD targets, and various parameters like intermolecular interaction energies, binding energy, and dock scores were analyzed and compared between selected ligands. Our results showed that Ursolic acid has lowest binding energy when docked with most of the target proteins, and among all 20 pentacyclic triterpenoids studied, only three ligands Betulinic acid, Ambolic acid, and Madecassic acid, showed better binding energy scores, and they can be shortlisted as lead compounds to further study their therapeutic potential against VaD using in vitro and in vivo animal models.
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Affiliation(s)
- Rathna Roja
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - Shanker Kalakotla
- Department of Pharmacognosy & Phyto-Pharmacy, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Nilgiris, Tamil Nadu, India
| | - Arun Reddy Ravula
- Department of Biomedical Engineering, Center for Injury Biomechanics, Materials and Medicine, New Jersey Institute of Technology, Newark, NJ, USA
| | - Hemanth Kumar Boyina
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - S K Navanita
- Department of Pharmacognosy & Phyto-Pharmacy, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Nilgiris, Tamil Nadu, India
| | | | - Kiran Gangarapu
- School of Pharmacy, Department of Pharmaceutical Analysis, Anurag University, Hyderabad, Telangana, India
| | | | - Vasudha Bakshi
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
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42
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Cusack KP, Argiriadi MA, Gordon TD, Harris CM, Herold JM, Hoemann MZ, Yestrepsky BD. Identification of potent and selective inhibitors of PKR via virtual screening and traditional design. Bioorg Med Chem Lett 2023; 79:129047. [PMID: 36400288 DOI: 10.1016/j.bmcl.2022.129047] [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] [Received: 08/08/2022] [Revised: 10/05/2022] [Accepted: 11/03/2022] [Indexed: 11/17/2022]
Abstract
Protein Kinase RNA-activated (PKR) inhibition is thought to be relevant for immunology due to the potential to reduce macrophage and dendritic cell responses to bacteria and its signaling downstream of TNFα. PKR is also associated with neuroscience indications such as Alzheimer's disease due to its activation by the double stranded DNA (dsDNA) virus HSV1, a virus suggested to be important in the development of AD. Studies exploring the mechanistic role of PKR with existing tool molecules such as the tricyclic oxindole C16 are clouded by the poor selectivity profile of this ATP-competitive, Type I kinase inhibitor. Type II kinase leads such as the benzothiophene or pyrazolopyrimidine scaffolds from literature are equally poor in their selectivity profiles. As such, it became necessary to identify more potent and selective chemical matter to better understand PKR biology. A dual approach was taken. The first step of the strategy included virtual screening of the AbbVie compound collection. A combination of pharmacophore-based and GPU shape-based screening was pursued to identify selective chemical matter from promiscuous leads. The second step of the strategy followed traditional compound design. This step initiated from a literature lead with PKR cross reactivity. Combined, the two parallel efforts led to identification of more selective leads for investigation of PKR biology.
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Affiliation(s)
- K P Cusack
- AbbVie Bioresearch Center, 381 Plantation Street, Worcester, MA 01605, United States.
| | - M A Argiriadi
- AbbVie Bioresearch Center, 381 Plantation Street, Worcester, MA 01605, United States
| | | | - C M Harris
- AbbVie Bioresearch Center, 100 Research Drive, Worcester, MA 01605, United States
| | - J M Herold
- AbbVie Bioresearch Center, 100 Research Drive, Worcester, MA 01605, United States
| | - M Z Hoemann
- AbbVie Bioresearch Center, 381 Plantation Street, Worcester, MA 01605, United States
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43
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Andole S, Sd H, Sudhula S, Vislavath L, Boyina HK, Gangarapu K, Bakshi V, Devarakonda KP. 3D QSAR based Virtual Screening of Flavonoids as Acetylcholinesterase Inhibitors. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023; 1424:233-240. [PMID: 37486499 DOI: 10.1007/978-3-031-31982-2_26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
In an attempt to develop therapeutic agents to treat Alzheimer's disease, a series of flavonoid analogues were collected, which already had established acetylcholinesterase (AChE) enzyme inhibition activity. For each molecule we also collected biological activity data (Ki). Then, 3D-QSAR (quantitative structure-activity relationship model) was developed which showed acceptable predictive and descriptive capability as represented by standard statistical parameters r2 and q2. This SAR data can explain the key descriptors which can be related to AChE inhibitory activity. Using the QSAR model, pharmacophores were developed based on which, virtual screening was done and a dataset was obtained which loaded as a prediction set to fit the developed QSAR model. Top 10 compounds fitting the QSAR model were subjected to molecular docking. CHEMBL1718051 was found to be the lead compound. This study is offering an example of a computationally-driven tool for prioritisation and discovery of probable AChE inhibitors. Further, in vivo and in vitro testing will show its therapeutic potential.
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Affiliation(s)
- Sowmya Andole
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - Husna Sd
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - Srija Sudhula
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - Lavanya Vislavath
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - Hemanth Kumar Boyina
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
| | - Kiran Gangarapu
- School of Pharmacy, Department of Pharmaceutical Analysis, Anurag University, Hyderabad, Telangana, India
| | - Vasudha Bakshi
- School of Pharmacy, Department of Pharmacology, Anurag University, Hyderabad, Telangana, India
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44
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Choi SK, Hwang SY, Jeon S, Yoo H, Lee J, Shin JH, Na Y, Kwon Y, Lee YS. Design, synthesis, and biological evaluation of novel HSP27 inhibitors to sensitize lung cancer cells to clinically available anticancer agents. Bioorg Chem 2023; 130:106260. [PMID: 36410114 DOI: 10.1016/j.bioorg.2022.106260] [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] [Received: 05/24/2022] [Revised: 10/31/2022] [Accepted: 11/02/2022] [Indexed: 11/09/2022]
Abstract
Expression of heat shock protein (HSP) correlates with the oncogenic status of malignant cells and plays an important role in tumorigenesis. HSP27 is constitutively expressed at specific stages of cancer development, and several clinical trials have reported correlations between HSP27 expression and tumor progression, metastasis, and chemoresistance in various types of cancer cells. These findings indicate that HSP27 is a major drug target, particularly in chemo-resistant cancers. As part of our ongoing efforts to improve the previously identified J2, a HSP27 cross-linker, we, in this study, report the identification of NK16 as a novel inducer of abnormal HSP27 dimers that did not affect the expression of HSP90 in an NCI-H460 lung cancer cell model. When NCI-H460 cells were treated with NK16 in combination with the anticancer drug cisplatin or paclitaxel, cleavage of PARP and caspase-3 was increased compared to administration of cisplatin or paclitaxel alone. Similar results were obtained in an NCI-H460-xenografted mouse model, in which tumor growth was suppressed more by co-administration of NK16 and paclitaxel than by paclitaxel alone. We propose NK16 as a meaningful strategy to improve the anticancer efficacy of cisplatin and paclitaxel.
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Affiliation(s)
- Seul-Ki Choi
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Soo-Yeon Hwang
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Seulgi Jeon
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Hawon Yoo
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Joohyun Lee
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Jae-Ho Shin
- College of Pharmacy, CHA University, Pocheon 11160, Republic of Korea
| | - Younghwa Na
- College of Pharmacy, CHA University, Pocheon 11160, Republic of Korea.
| | - Youngjoo Kwon
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea.
| | - Yun-Sil Lee
- Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea.
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45
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D'Souza S, Balaji S, K V P. QSAR, molecular docking, molecular dynamics and MM-GBSA approach for identification of prospective benzotriazole-based SARS-CoV 3CL protease inhibitors. J Biomol Struct Dyn 2022; 40:14247-14261. [PMID: 34877897 DOI: 10.1080/07391102.2021.2002718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The 3CL Protease of severe acute respiratory syndrome coronavirus (SARS-CoV), responsible for viral replication, has emerged as an essential target for designing anti-coronaviral inhibitors in drug discovery. In recent years, small molecule and peptidomimetic inhibitors have been used to target the inhibition of SARS-CoV 3CL Protease. In this study, we have developed 2D and 3D Quantitative structure activity relationship (QSAR) models on 3CL protease inhibitors with good predictive capability to propose inhibitors with improved affinities. Based on the 3 D contour maps, three new inhibitors were designed in silico, which were further subjected to molecular docking to explore their binding modes. The newly designed compounds showed improved interaction energies toward SARS-CoV-3CLPro due to additional interactions with the active site residues. The molecular docking studies of the most potent compounds revealed specific interactions with Glu 166 and Cys 145. Furthermore, absorption, distribution, metabolism, elimination (ADME) and drug-likeness evaluation revealed improved pharmacokinetic properties for these compounds. The molecular dynamics simulations confirmed the stability of the interactions identified by docking. The results presented would guide the development of new 3CL protease inhibitors with improved affinities in the future.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Sofia D'Souza
- Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - S Balaji
- Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Prema K V
- Department of Computer Science and Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, Karnataka, India
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46
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Alshammari MM, Soury R, Alenezi KM, Mushtque M, Rizvi MMA, Haque A. Synthesis, characterization, anticancer and in silico studies of a pyrazole-tethered thiazolidine-2,4-dione derivative. J Biomol Struct Dyn 2022; 40:13075-13082. [PMID: 34551668 DOI: 10.1080/07391102.2021.1981451] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
A new pyrazole-tethered thiazolidine-2,4-dione derivative (8) has been synthesized by the Knoevenagel condensation of 3-(4-nitrophenyl)-1-phenyl-1H-pyrazole-4-carbaldehyde (4) and 3-(2,4-dioxothiazolidin-3-yl)propanenitrile (7). The structure of the final compound was confirmed by standard spectroscopic techniques including IR spectroscopy, 1H-NMR spectroscopy, and ESI-MS mass spectrometry. Molecular features including frontier molecular orbital (HOMO-LUMO) energies, reactivity descriptors and molecular electrostatic potential (ESP) of the title molecule were determined using density functional theory (DFT) calculation. The in vitro cytotoxicity of both the intermediate (4) and final (8) compounds were investigated against cancerous (SW-480 and MCF-7) and normal (HEK-293) cell lines by MTT assay. Compound (8) displayed higher activity than (4) with higher sensitivity against breast cancer cell line and lesser toxicity. The experimental data were further complemented by docking and absorption, distribution, metabolism, and excretion (ADME) studies.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Musherah M Alshammari
- Department of Chemistry, College of Science, University of Hail, Ha'il, Kingdom of Saudi Arabia
| | - Raoudha Soury
- Department of Chemistry, College of Science, University of Hail, Ha'il, Kingdom of Saudi Arabia
| | - Khalaf M Alenezi
- Department of Chemistry, College of Science, University of Hail, Ha'il, Kingdom of Saudi Arabia
| | - Md Mushtque
- School of Physical and Molecular Sciences, Department of Chemistry, Al-Falah University, Dhauj, Faridabad, Haryana, India
| | | | - Ashanul Haque
- Department of Chemistry, College of Science, University of Hail, Ha'il, Kingdom of Saudi Arabia
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47
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Elinson MN, Vereshchagin AN, Ryzhkova YE, Karpenko KA, Ryzhkov FV, Egorov MP. Electrocatalytic Cascade Selective Approach to 3-Aryl-2' H,3 H,4 H-Spiro{Furo[2,3- с]Chromene-2,5'-Pyrimidine}-2',4,4',6'(1' H,3' H)Tetraones and Its Automatic Screening Docking Studies. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2022.2149568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
Affiliation(s)
- Michail N. Elinson
- N. D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Anatoly N. Vereshchagin
- N. D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Yuliya E. Ryzhkova
- N. D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Kirill A. Karpenko
- N. D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Fedor V. Ryzhkov
- N. D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Mikhail P. Egorov
- N. D. Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
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48
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Rushworth J, Thawani AR, Fajardo-Ruiz E, Meiring JCM, Heise C, White AJP, Akhmanova A, Brandt JR, Thorn-Seshold O, Fuchter MJ. [5]-Helistatins: Tubulin-Binding Helicenes with Antimitotic Activity. JACS AU 2022; 2:2561-2570. [PMID: 36465552 PMCID: PMC9709948 DOI: 10.1021/jacsau.2c00435] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 10/06/2022] [Accepted: 10/06/2022] [Indexed: 06/17/2023]
Abstract
Helicenes are high interest synthetic targets with unique conjugated helical structures that have found important technological applications. Despite this interest, helicenes have had limited impact in chemical biology. Herein, we disclose a first-in-class antimitotic helicene, helistatin 1 (HA-1), where the helicene scaffold acts as a structural mimic of colchicine, a known antimitotic drug. The synthesis proceeds via sequential Pd-catalyzed coupling reactions and a π-Lewis acid cycloisomerization mediated by PtCl2. HA-1 was found to block microtubule polymerization in both cell-free and live cell assays. Not only does this demonstrate the feasibility of using helicenes as bioactive scaffolds against protein targets, but also suggests wider potential for the use of helicenes as isosteres of biaryls or cis-stilbenes-themselves common drug and natural product scaffolds. Overall, this study further supports future opportunities for helicenes for a range of chemical biological applications.
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Affiliation(s)
- James
L. Rushworth
- Department
of Chemistry, Molecular Sciences Research Hub, Imperial College London, White City Campus, 82 Wood Lane, London W12 OBZ, U.K.
| | - Aditya R. Thawani
- Department
of Chemistry, Molecular Sciences Research Hub, Imperial College London, White City Campus, 82 Wood Lane, London W12 OBZ, U.K.
| | - Elena Fajardo-Ruiz
- Department
of Pharmacy, Ludwig-Maximilians University
of Munich, Munich 81377, Germany
| | - Joyce C. M. Meiring
- Cell
Biology, Neurobiology and Biophysics, Department of Biology, Faculty
of Science, Utrecht University, Utrecht 3584 CH, Netherlands
| | - Constanze Heise
- Department
of Pharmacy, Ludwig-Maximilians University
of Munich, Munich 81377, Germany
| | - Andrew J. P. White
- Department
of Chemistry, Molecular Sciences Research Hub, Imperial College London, White City Campus, 82 Wood Lane, London W12 OBZ, U.K.
| | - Anna Akhmanova
- Cell
Biology, Neurobiology and Biophysics, Department of Biology, Faculty
of Science, Utrecht University, Utrecht 3584 CH, Netherlands
| | - Jochen R. Brandt
- Department
of Chemistry, Molecular Sciences Research Hub, Imperial College London, White City Campus, 82 Wood Lane, London W12 OBZ, U.K.
| | - Oliver Thorn-Seshold
- Department
of Pharmacy, Ludwig-Maximilians University
of Munich, Munich 81377, Germany
| | - Matthew J. Fuchter
- Department
of Chemistry, Molecular Sciences Research Hub, Imperial College London, White City Campus, 82 Wood Lane, London W12 OBZ, U.K.
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49
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Yang J, Cai Y, Zhao K, Xie H, Chen X. Concepts and applications of chemical fingerprint for hit and lead screening. Drug Discov Today 2022; 27:103356. [PMID: 36113834 DOI: 10.1016/j.drudis.2022.103356] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 07/28/2022] [Accepted: 09/08/2022] [Indexed: 11/22/2022]
Abstract
Molecular fingerprints are used to represent chemical (structural, physicochemical, etc.) properties of large-scale chemical sets in a low computational cost way. They have a prominent role in transforming chemical data sets into consistent input formats (bit strings or numeric values) suitable for in silico approaches. In this review, we summarize and classify common and state-of-the-art fingerprints into eight different types (dictionary based, circular, topological, pharmacophore, protein-ligand interaction, shape based, reinforced, and multi). We also highlight applications of fingerprints in early drug research and development (R&D). Thus, this review provides a guide for the selection of appropriate fingerprints of compounds (or ligand-protein complexes) for use in drug R&D.
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Affiliation(s)
- Jingbo Yang
- Department of Pharmagenomics, College of Bioinformatics Science and Technology, Harbin Medical University, 150081 Harbin, Heilongjiang, China
| | - Yiyang Cai
- Department of Pharmagenomics, College of Bioinformatics Science and Technology, Harbin Medical University, 150081 Harbin, Heilongjiang, China
| | - Kairui Zhao
- Department of Pharmagenomics, College of Bioinformatics Science and Technology, Harbin Medical University, 150081 Harbin, Heilongjiang, China
| | - Hongbo Xie
- Department of Pharmagenomics, College of Bioinformatics Science and Technology, Harbin Medical University, 150081 Harbin, Heilongjiang, China.
| | - Xiujie Chen
- Department of Pharmagenomics, College of Bioinformatics Science and Technology, Harbin Medical University, 150081 Harbin, Heilongjiang, China.
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Crocetti L, Floresta G, Zagni C, Merugu D, Mazzacuva F, de Oliveira Silva RR, Vergelli C, Giovannoni MP, Cilibrizzi A. Ligand Growing Experiments Suggested 4-amino and 4-ureido pyridazin-3(2 H)-one as Novel Scaffold for FABP4 Inhibition. Pharmaceuticals (Basel) 2022; 15:1335. [PMID: 36355506 PMCID: PMC9697826 DOI: 10.3390/ph15111335] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 10/21/2022] [Accepted: 10/21/2022] [Indexed: 08/01/2023] Open
Abstract
Fatty acid binding protein (FABP4) inhibitors are of synthetic and therapeutic interest and ongoing clinical studies indicate that they may be a promise for the treatment of cancer, as well as other diseases. As part of a broader research effort to develop more effective FABP4 inhibitors, we sought to identify new structures through a two-step computing assisted molecular design based on the established scaffold of a co-crystallized ligand. Novel and potent FABP4 inhibitors have been developed using this approach and herein we report the synthesis, biological evaluation and molecular docking of the 4-amino and 4-ureido pyridazinone-based series.
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Affiliation(s)
- Letizia Crocetti
- Dipartimento NEUROFARBA—Pharmaceutical and Nutraceutical Section, via Ugo Schiff 6, Sesto Fiorentino, 50019 Florence, Italy
| | - Giuseppe Floresta
- Dipartimento di Scienze del Farmaco e della Salute, Università di Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Chiara Zagni
- Dipartimento di Scienze del Farmaco e della Salute, Università di Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Divya Merugu
- Institute of Pharmaceutical Science, King’s College London, Stamford Street, London SE1 9NH, UK
| | - Francesca Mazzacuva
- School of Health, Sport and Bioscience, University of East London, London E15 4LZ, UK
| | | | - Claudia Vergelli
- Dipartimento NEUROFARBA—Pharmaceutical and Nutraceutical Section, via Ugo Schiff 6, Sesto Fiorentino, 50019 Florence, Italy
| | - Maria Paola Giovannoni
- Dipartimento NEUROFARBA—Pharmaceutical and Nutraceutical Section, via Ugo Schiff 6, Sesto Fiorentino, 50019 Florence, Italy
| | - Agostino Cilibrizzi
- Institute of Pharmaceutical Science, King’s College London, Stamford Street, London SE1 9NH, UK
- Medicines Development, Centre for Therapeutic Innovation, University of Bath, Bath BA2 7AY, UK
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