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Venturi A, Di Bona S, Desantis J, Eleuteri M, Bartalucci M, Baroni M, Benedetti P, Goracci L, Cruciani G. Between Theory and Practice: Computational/Experimental Integrated Approaches to Understand the Solubility and Lipophilicity of PROTACs. J Med Chem 2024; 67:16355-16380. [PMID: 39271471 DOI: 10.1021/acs.jmedchem.4c01235] [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: 09/15/2024]
Abstract
Emerging drug candidates more often fall in the beyond-rule-of-five chemical space. Among them, proteolysis targeting chimeras (PROTACs) have gained great attention in the past decade. Although physicochemical properties of small molecules accomplishing Lipinski's rule-of-five can now be easily predicted through models generated by large data collections, for PROTACs the knowledge is still limited and heterogeneous, hampering their prediction. Here, the kinetic solubility and the coefficient of distribution at pH 7.4 (LogD7.4) of 44 PROTACs, designed and synthesized to cover a wide chemical space, were measured. Their generally low solubility and high lipophilicity required an optimization of the experimental methods. Concerning the LogD7.4, several in silico prediction tools were tested, which were quite accurate for classical small molecules but provided dissimilar outcomes for PROTACs. Finally, in silico models for the prediction of PROTACs' kinetic solubility and LogD7.4 were proposed by combining in-house generated experimental data with 3D description of PROTACs' structures.
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Affiliation(s)
- Andrea Venturi
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
| | - Stefano Di Bona
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
| | - Jenny Desantis
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
| | - Michela Eleuteri
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
| | - Matteo Bartalucci
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
| | - Massimo Baroni
- Kinetic Business Centre, Molecular Discovery Ltd., Elstree, Borehamwood, Hertfordshire WD6 4PJ, United Kingdom
| | - Paolo Benedetti
- Kinetic Business Centre, Molecular Discovery Ltd., Elstree, Borehamwood, Hertfordshire WD6 4PJ, United Kingdom
| | - Laura Goracci
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
| | - Gabriele Cruciani
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Via dell' Elce di Sotto 8, Perugia 06123, Italy
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Gibson WJ, Sadagopan A, Shoba VM, Choudhary A, Meyerson M, Schreiber SL. Bifunctional small molecules that induce nuclear localization and targeted transcriptional regulation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.07.548101. [PMID: 37461636 PMCID: PMC10350064 DOI: 10.1101/2023.07.07.548101] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/23/2023]
Abstract
The aberrant localization of proteins in cells is a key factor in the development of various diseases, including cancer and neurodegenerative disease. To better understand and potentially manipulate protein localization for therapeutic purposes, we engineered bifunctional compounds that bind to proteins in separate cellular compartments. We show these compounds induce nuclear import of cytosolic cargoes, using nuclear-localized BRD4 as a "carrier" for co-import and nuclear trapping of cytosolic proteins. We use this system to calculate kinetic constants for passive diffusion across the nuclear pore and demonstrate single-cell heterogeneity in response to these bifunctional molecules, with cells requiring high carrier to cargo expression for complete import. We also observe incorporation of cargoes into BRD4-containing condensates. Proteins shown to be substrates for nuclear transport include oncogenic mutant nucleophosmin (NPM1c) and mutant PI3K catalytic subunit alpha (PIK3CAE545K), suggesting potential applications to cancer treatment. In addition, we demonstrate that chemical-induced localization of BRD4 to cytosolic-localized DNA-binding proteins, namely, IRF1 with a nuclear export signal, induces target gene expression. These results suggest that induced localization of proteins with bifunctional molecules enables the rewiring of cell circuitry with significant implications for disease therapy.
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Affiliation(s)
- William J Gibson
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Ananthan Sadagopan
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
| | - Veronika M Shoba
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Amit Choudhary
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA
- Divisions of Renal Medicine and Engineering, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Matthew Meyerson
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Stuart L Schreiber
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, USA
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The Role of Bromodomain and Extraterminal (BET) Proteins in Controlling the Phagocytic Activity of Microglia In Vitro: Relevance to Alzheimer's Disease. Int J Mol Sci 2022; 24:ijms24010013. [PMID: 36613460 PMCID: PMC9820364 DOI: 10.3390/ijms24010013] [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: 11/10/2022] [Revised: 12/10/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
The correct phagocytic activity of microglia is a prerequisite for maintaining homeostasis in the brain. In the analysis of mechanisms regulating microglial phagocytosis, we focused on the bromodomain and extraterminal domain (BET) proteins: Brd2, Brd3, and Brd4, the acetylation code readers that control gene expression in cooperation with transcription factors. We used pharmacological (JQ1) and genetic (siRNA) inhibition of BET proteins in murine microglial cell line BV2. Inhibition of BET proteins reduced the phagocytic activity of BV2, as determined by using a fluorescent microspheres-based assay and fluorescently labelled amyloid-beta peptides. Gene silencing experiments demonstrated that all brain-existing BET isoforms control phagocytosis in microglia. From a set of 84 phagocytosis-related genes, we have found the attenuation of the expression of 14: Siglec1, Sirpb1a, Cd36, Clec7a, Itgam, Tlr3, Fcgr1, Cd14, Marco, Pld1, Fcgr2b, Anxa1, Tnf, Nod1, upon BET inhibition. Further analysis of the mRNA level of other phagocytosis-related genes which were involved in the pathomechanism of Alzheimer's disease demonstrated that JQ1 significantly reduced the expression of Cd33, Trem2, and Zyx. Our results indicate the important role of BET proteins in controlling microglial phagocytosis; therefore, targeting BET may be the efficient method of modulating microglial activity.
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Santana IGC, Almeida LDS, Moreira LKDS, de Carvalho FS, Menegatti R, da Rocha ALB, Mazurok TA, Vaz BG, Lião LM, Brito AF, Fajemiroye JO, Costa EA, Carvalho PG. Structure-activity relationship of three new piperazine derivates with anxiolytic-like and antidepressant-like effects. Can J Physiol Pharmacol 2022; 100:521-533. [PMID: 35395172 DOI: 10.1139/cjpp-2021-0729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Anxiety and depression are common mental disorders affecting millions of people worldwide. Unsatisfactory clinical outcomes with the use of the available pharmacological interventions among some patients demand newer drugs with proven efficacy, safety, and tolerability profile. In this study, the LQFM211, LQFM213, and LQFM214 were designed from the piperazine scaffold and administered orally in mice. These mice were later evaluated in the open field, elevated plus maze, and forced swimming tests to assess the exploratory, anxiolytic, and antidepressant-like activities, respectively. The mechanism of action of these new derivatives was evaluated using Flumazenil (benzodiazepine antagonist) and WAY100635 (5-HT1A receptor antagonist). Unlike LQFM214, the LQFM211 and LQFM213 elicited anxiolytic and antidepressant-like effects. The blockade of the effect of LQFM213 by WAY100635 suggests the involvement of the serotonergic pathway. Keywords: anxiety, behavioral pharmacology, depression, medicinal chemistry.
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Affiliation(s)
| | | | | | | | - Ricardo Menegatti
- Universidade Federal de Goias, 67824, Faculty of Pharmacy, Goiania, GO, Brazil;
| | | | | | - Boniek Gontijo Vaz
- Universidade Federal de Goias, 67824, Chemistry Institute, Goiania, GO, Brazil;
| | - Luciano Morais Lião
- Universidade Federal de Goias, 67824, Chemistry Institute, Goiania, GO, Brazil;
| | - Adriane Ferreira Brito
- Goiânia Flamboyant Campus, Goiânia, Goiás, Brazil.,Universidade Federal de Goias, 67824, Department of Pharmacology, Goiania, GO, Brazil;
| | - James O Fajemiroye
- Universidade Federal de Goias, 67824, Department of Pharmacology, Goiania, GO, Brazil;
| | - E A Costa
- Universidade Federal de Goias, 67824, Goiania, GO, Brazil;
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BET bromodomain inhibitors regulate keratinocyte plasticity. Nat Chem Biol 2021; 17:280-290. [PMID: 33462494 DOI: 10.1038/s41589-020-00716-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 11/23/2020] [Indexed: 01/29/2023]
Abstract
Although most acute skin wounds heal rapidly, non-healing skin ulcers represent an increasing and substantial unmet medical need that urgently requires effective therapeutics. Keratinocytes resurface wounds to re-establish the epidermal barrier by transitioning to an activated, migratory state, but this ability is lost in dysfunctional chronic wounds. Small-molecule regulators of keratinocyte plasticity with the potential to reverse keratinocyte malfunction in situ could offer a novel therapeutic approach in skin wound healing. Utilizing high-throughput phenotypic screening of primary keratinocytes, we identify such small molecules, including bromodomain and extra-terminal domain (BET) protein family inhibitors (BETi). BETi induce a sustained activated, migratory state in keratinocytes in vitro, increase activation markers in human epidermis ex vivo and enhance skin wound healing in vivo. Our findings suggest potential clinical utility of BETi in promoting keratinocyte re-epithelialization of skin wounds. Importantly, this novel property of BETi is exclusively observed after transient low-dose exposure, revealing new potential for this compound class.
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