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Pal S, Nare Z, Rao VA, Smith BO, Morrison I, Fitzgerald EA, Scott A, Bingham MJ, Pesnot T. Accelerating BRPF1b hit identification with BioPhysical and Active Learning Screening (BioPALS). ChemMedChem 2024; 19:e202300590. [PMID: 38372199 DOI: 10.1002/cmdc.202300590] [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: 10/29/2023] [Revised: 01/25/2024] [Accepted: 02/12/2024] [Indexed: 02/20/2024]
Abstract
We report the development of BioPhysical and Active Learning Screening (BioPALS); a rapid and versatile hit identification protocol combining AI-powered virtual screening with a GCI-driven biophysical confirmation workflow. Its application to the BRPF1b bromodomain afforded a range of novel micromolar binders with favorable ADMET properties. In addition to the excellent in silico/in vitro confirmation rate demonstrated with BRPF1b, binding kinetics were determined, and binding topologies predicted for all hits. BioPALS is a lean, data-rich, and standardized approach to hit identification applicable to a wide range of biological targets.
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Affiliation(s)
- Sandeep Pal
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
| | - Zandile Nare
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
| | - Vincenzo A Rao
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
| | - Brian O Smith
- University of Glasgow, School of Molecular Biosciences, College of Medical Veterinary and Life Sciences, G12 8QQ, Glasgow, UK
| | - Ian Morrison
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
| | | | - Andrew Scott
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
| | - Matilda J Bingham
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
| | - Thomas Pesnot
- Concept Life Sciences, Frith Knoll Road, Chapel-en-le-Frith, SK23 0PG, High Peak, UK
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Bingham M, Pesnot T, Scott AD. Biophysical screening and characterisation in medicinal chemistry. PROGRESS IN MEDICINAL CHEMISTRY 2023; 62:61-104. [PMID: 37981351 DOI: 10.1016/bs.pmch.2023.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
In the last two decades the use of biophysical assays and methods in medicinal chemistry has increased significantly, to meet the demands of the novel targets and modalities that drug discoverers are looking to tackle. The desire to obtain accurate affinities, kinetics, thermodynamics and structural data as early as possible in the drug discovery process has fuelled this innovation. This review introduces the principles underlying the techniques in common use and provides a perspective on the weaknesses and strengths of different methods. Case studies are used to further illustrate some of the applications in medicinal chemistry and a discussion of the emerging biophysical methods on the horizon is presented.
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Kurz L, Schmieder P, Veiga N, Fiedler D. One Scaffold, Two Conformations: The Ring-Flip of the Messenger InsP8 Occurs under Cytosolic Conditions. Biomolecules 2023; 13:biom13040645. [PMID: 37189392 DOI: 10.3390/biom13040645] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/27/2023] [Accepted: 03/30/2023] [Indexed: 04/07/2023] Open
Abstract
Inositol poly- and pyrophosphates (InsPs and PP-InsPs) are central eukaryotic messengers. These very highly phosphorylated molecules can exist in two distinct conformations, a canonical one with five phosphoryl groups in equatorial positions, and a “flipped” conformation with five axial substituents. Using 13C-labeled InsPs/PP-InsPs, the behavior of these molecules was investigated by 2D-NMR under solution conditions reminiscent of a cytosolic environment. Remarkably, the most highly phosphorylated messenger 1,5(PP)2-InsP4 (also termed InsP8) readily adopts both conformations at physiological conditions. Environmental factors—such as pH, metal cation composition, and temperature—strongly influence the conformational equilibrium. Thermodynamic data revealed that the transition of InsP8 from the equatorial to the axial conformation is, in fact, an exothermic process. The speciation of InsPs and PP-InsPs also affects their interaction with protein binding partners; addition of Mg2+ decreased the binding constant Kd of InsP8 to an SPX protein domain. The results illustrate that PP-InsP speciation reacts very sensitively to solution conditions, suggesting it might act as an environment-responsive molecular switch.
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Affiliation(s)
- Leonie Kurz
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie, Robert-Rössle-Straße 10, 13125 Berlin, Germany
- Institut für Chemie, Humboldt-Universität zu Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany
| | - Peter Schmieder
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie, Robert-Rössle-Straße 10, 13125 Berlin, Germany
| | - Nicolás Veiga
- Química Inorgánica, Departamento Estrella Campos, Facultad de Química, Universidad de la República (UdelaR), Av. Gral. Flores 2124, Montevideo 11800, Uruguay
| | - Dorothea Fiedler
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie, Robert-Rössle-Straße 10, 13125 Berlin, Germany
- Institut für Chemie, Humboldt-Universität zu Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany
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Nguyen Trung M, Furkert D, Fiedler D. Versatile signaling mechanisms of inositol pyrophosphates. Curr Opin Chem Biol 2022; 70:102177. [PMID: 35780751 DOI: 10.1016/j.cbpa.2022.102177] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 05/25/2022] [Accepted: 05/27/2022] [Indexed: 01/03/2023]
Abstract
Inositol pyrophosphates (PP-InsPs) constitute a group of highly charged messengers, which regulate central biological processes in health and disease, such as cellular phosphate and general energy homeostasis. Deciphering the molecular mechanisms underlying PP-InsP-mediated signaling remains a challenge due to the unique properties of these molecules, the different modes of action they can access, and a somewhat limited chemical and analytical toolset. Herein, we summarize the most recent mechanistic insights into PP-InsP signaling, which illustrate our progress in connecting mechanism and function of PP-InsPs.
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Affiliation(s)
- Minh Nguyen Trung
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie, Robert-Rössle-Straße 10, 13125 Berlin, Germany; Institut für Chemie, Humboldt-Universität zu Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany
| | - David Furkert
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie, Robert-Rössle-Straße 10, 13125 Berlin, Germany; Institut für Chemie, Humboldt-Universität zu Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany
| | - Dorothea Fiedler
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie, Robert-Rössle-Straße 10, 13125 Berlin, Germany; Institut für Chemie, Humboldt-Universität zu Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany.
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