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Vasile F, Lavore F, Gazzola S, Vettraino C, Parisini E, Piarulli U, Belvisi L, Civera M. A combined fragment-based virtual screening and STD-NMR approach for the identification of E-cadherin ligands. Front Chem 2022; 10:946087. [PMID: 36059878 PMCID: PMC9437437 DOI: 10.3389/fchem.2022.946087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 07/22/2022] [Indexed: 12/02/2022] Open
Abstract
Cadherins promote cell-cell adhesion by forming homophilic interactions via their N-terminal extracellular domains. Hence, they have broad-ranging physiological effects on tissue organization and homeostasis. When dysregulated, cadherins contribute to different aspects of cancer progression and metastasis; therefore, targeting the cadherin adhesive interface with small-molecule antagonists is expected to have potential therapeutic and diagnostic value. Here, we used molecular docking simulations to evaluate the propensity of three different libraries of commercially available drug-like fragments (nearly 18,000 compounds) to accommodate into the Trp2 binding pocket of E-cadherin, a crucial site for the orchestration of the protein’s dimerization mechanism. Top-ranked fragments featuring five different aromatic chemotypes were expanded by means of a similarity search on the PubChem database (Tanimoto index >90%). Of this set, seven fragments containing an aromatic scaffold linked to an aliphatic chain bearing at least one amine group were finally selected for further analysis. Ligand-based NMR data (Saturation Transfer Difference, STD) and molecular dynamics simulations suggest that these fragments can bind E-cadherin mostly through their aromatic moiety, while their aliphatic portions may also diversely engage with the mobile regions of the binding site. A tetrahydro-β-carboline scaffold functionalized with an ethylamine emerged as the most promising fragment.
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Affiliation(s)
- Francesca Vasile
- Department of Chemistry, Università Degli Studi di Milano, Milan, Italy
| | - Francesca Lavore
- Department of Chemistry, Università Degli Studi di Milano, Milan, Italy
| | - Silvia Gazzola
- Department of Science and High Technology, Università Degli Studi Dell’Insubria, Como, Italy
| | - Chiara Vettraino
- Center for Nano Science and Technology, Istituto Italiano di Tecnologia @Polimi, Milan, Italy
| | - Emilio Parisini
- Center for Nano Science and Technology, Istituto Italiano di Tecnologia @Polimi, Milan, Italy
- Latvian Institute of Organic Synthesis, Riga, Latvia
- Department of Chemistry “Giacomo Ciamician”, Università Degli Studi di Bologna, Bologna, Italy
| | - Umberto Piarulli
- Department of Science and High Technology, Università Degli Studi Dell’Insubria, Como, Italy
| | - Laura Belvisi
- Department of Chemistry, Università Degli Studi di Milano, Milan, Italy
| | - Monica Civera
- Department of Chemistry, Università Degli Studi di Milano, Milan, Italy
- *Correspondence: Monica Civera,
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2
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Multiple dimeric structures and strand-swap dimerization of E-cadherin in solution visualized by high-speed atomic force microscopy. Proc Natl Acad Sci U S A 2022; 119:e2208067119. [PMID: 35867820 PMCID: PMC9335211 DOI: 10.1073/pnas.2208067119] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Classical cadherins play key roles in cell-cell adhesion. The adhesion process is thought to comprise mainly two steps: X-dimer and strand-swap (SS-) dimer formation of the extracellular domains (ectodomains) of cadherins. The dimerization mechanism of this two-step process has been investigated for type I cadherins, including E-cadherin, of classical cadherins, whereas other binding states also have been proposed, raising the possibility of additional binding processes required for the cadherin dimerization. However, technical limitations in observing single-molecule structures and their dynamics have precluded the investigation of the dynamic binding process of cadherin. Here, we used high-speed atomic force microscopy (HS-AFM) to observe full-length ectodomains of E-cadherin in solution and identified multiple dimeric structures that had not been reported previously. HS-AFM revealed that almost half of the cadherin dimers showed S- (or reverse S-) shaped conformations, which had more dynamic properties than the SS- and X-like dimers. The combined HS-AFM, mutational, and molecular modeling analyses showed that the S-shaped dimer was formed by membrane-distal ectodomains, while the binding interface was different from that of SS- and X-dimers. Furthermore, the formation of the SS-dimer from the S-shaped and X-like dimers was directly visualized, suggesting the processes of SS-dimer formation from S-shaped and X-dimers during cadherin dimerization.
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3
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Modak D, Sotomayor M. Identification of an adhesive interface for the non-clustered δ1 protocadherin-1 involved in respiratory diseases. Commun Biol 2019; 2:354. [PMID: 31583286 PMCID: PMC6769022 DOI: 10.1038/s42003-019-0586-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 08/21/2019] [Indexed: 12/29/2022] Open
Abstract
Cadherins form a large family of calcium-dependent adhesive proteins involved in morphogenesis, cell differentiation, and neuronal connectivity. Non-clustered δ1 protocadherins form a cadherin subgroup of proteins with seven extracellular cadherin (EC) repeats and cytoplasmic domains distinct from those of classical cadherins. Non-clustered δ1 protocadherins mediate homophilic adhesion and have been implicated in various diseases including asthma, autism, and cancer. Here we present X-ray crystal structures of human Protocadherin-1 (PCDH1), a δ1-protocadherin member essential for New World Hantavirus infection that is typically expressed in the brain, airway epithelium, skin keratinocytes, and lungs. The structures suggest a binding mode that involves antiparallel overlap of repeats EC1 to EC4. Mutagenesis combined with binding assays and biochemical experiments validated this mode of adhesion. Overall, these results reveal the molecular mechanism underlying adhesiveness of PCDH1 and δ1-protocadherins, also shedding light on PCDH1's role in maintaining airway epithelial integrity, the loss of which causes respiratory diseases.
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Affiliation(s)
- Debadrita Modak
- Department of Chemistry and Biochemistry, The Ohio State University, 484 W 12th Avenue, Columbus, OH 43210 USA
| | - Marcos Sotomayor
- Department of Chemistry and Biochemistry, The Ohio State University, 484 W 12th Avenue, Columbus, OH 43210 USA
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4
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Dalle Vedove A, Falchi F, Donini S, Dobric A, Germain S, Di Martino GP, Prosdocimi T, Vettraino C, Torretta A, Cavalli A, Rigot V, André F, Parisini E. Structure-Based Virtual Screening Allows the Identification of Efficient Modulators of E-Cadherin-Mediated Cell-Cell Adhesion. Int J Mol Sci 2019; 20:ijms20143404. [PMID: 31373305 PMCID: PMC6678102 DOI: 10.3390/ijms20143404] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Revised: 07/06/2019] [Accepted: 07/08/2019] [Indexed: 12/13/2022] Open
Abstract
Cadherins are a large family of transmembrane calcium-dependent cell adhesion proteins that orchestrate adherens junction formation and are crucially involved in tissue morphogenesis. Due to their important role in cancer development and metastasis, cadherins can be considered attractive targets for drug discovery. A recent crystal structure of the complex of a cadherin extracellular portion and a small molecule inhibitor allowed the identification of a druggable interface, thus providing a viable strategy for the design of cadherin dimerization modulators. Here, we report on a structure-based virtual screening approach that led to the identification of efficient and selective modulators of E-cadherin-mediated cell–cell adhesion. Of all the putative inhibitors that were identified and experimentally tested by cell adhesion assays using human pancreatic tumor BxPC-3 cells expressing both E-cadherin and P-cadherin, two compounds turned out to be effective in inhibiting stable cell–cell adhesion at micromolar concentrations. Moreover, at the same concentrations, one of them also showed anti-invasive properties in cell invasion assays. These results will allow further development of novel and selective cadherin-mediated cell–cell adhesion modulators for the treatment of a variety of cadherin-expressing solid tumors and for improving the efficiency of drug delivery across biological barriers.
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Affiliation(s)
- Andrea Dalle Vedove
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, 20133 Milano, Italy
| | - Federico Falchi
- Computational Sciences, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
- Department of Pharmacy and Biotechnology, University of Bologna, via Belmeloro 6, 40121 Bologna, Italy
| | - Stefano Donini
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, 20133 Milano, Italy
| | - Aurelie Dobric
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, 13273 Marseille CEDEX 09, France
| | - Sebastien Germain
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, 13273 Marseille CEDEX 09, France
| | - Giovanni Paolo Di Martino
- Computational Sciences, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
- Department of Pharmacy and Biotechnology, University of Bologna, via Belmeloro 6, 40121 Bologna, Italy
| | - Tommaso Prosdocimi
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, 20133 Milano, Italy
| | - Chiara Vettraino
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, 20133 Milano, Italy
| | - Archimede Torretta
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, 20133 Milano, Italy
| | - Andrea Cavalli
- Computational Sciences, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
- Department of Pharmacy and Biotechnology, University of Bologna, via Belmeloro 6, 40121 Bologna, Italy
| | - Veronique Rigot
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, 13273 Marseille CEDEX 09, France
| | - Frederic André
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, 13273 Marseille CEDEX 09, France
| | - Emilio Parisini
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, 20133 Milano, Italy.
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5
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Civera M, Vasile F, Potenza D, Colombo C, Parente S, Vettraino C, Prosdocimi T, Parisini E, Belvisi L. Exploring E-cadherin-peptidomimetics interaction using NMR and computational studies. PLoS Comput Biol 2019; 15:e1007041. [PMID: 31158220 PMCID: PMC6564044 DOI: 10.1371/journal.pcbi.1007041] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 06/13/2019] [Accepted: 04/22/2019] [Indexed: 02/02/2023] Open
Abstract
Cadherins are homophilic cell-cell adhesion molecules whose aberrant expression has often been shown to correlate with different stages of tumor progression. In this work, we investigate the interaction of two peptidomimetic ligands with the extracellular portion of human E-cadherin using a combination of NMR and computational techniques. Both ligands have been previously developed as mimics of the tetrapeptide sequence Asp1-Trp2-Val3-Ile4 of the cadherin adhesion arm, and have been shown to inhibit E-cadherin-mediated adhesion in epithelial ovarian cancer cells with millimolar potency. To sample a set of possible interactions of these ligands with the E-cadherin extracellular portion, STD-NMR experiments in the presence of two slightly different constructs, the wild type E-cadherin-EC1-EC2 fragment and the truncated E-cadherin-(Val3)-EC1-EC2 fragment, were carried out at three temperatures. Depending on the protein construct, a different binding epitope of the ligand and also a different temperature effect on STD signals were observed, both suggesting an involvement of the Asp1-Trp2 protein sequence among all the possible binding events. To interpret the experimental results at the atomic level and to probe the role of the cadherin adhesion arm in the dynamic interaction with the peptidomimetic ligand, a computational protocol based on docking calculations and molecular dynamics simulations was applied. In agreement with NMR data, the simulations at different temperatures unveil high variability/dynamism in ligand-cadherin binding, thus explaining the differences in ligand binding epitopes. In particular, the modulation of the signals seems to be dependent on the protein flexibility, especially at the level of the adhesive arm, which appears to participate in the interaction with the ligand. Overall, these results will help the design of novel cadherin inhibitors that might prevent the swap dimer formation by targeting both the Trp2 binding pocket and the adhesive arm residues. Classical cadherins are the main adhesive proteins at the intercellular junctions and play an essential role in tissue morphogenesis and homeostasis. A large number of studies have shown that cadherin aberrant expression and/or dysregulation often correlate with pathological processes, such as tumor development and progression. Notwithstanding the emerging role played by cadherins in a number of solid tumors, the rational design of small inhibitors targeting these proteins is still in its infancy, likely due to the challenges posed by the development of small drug-like molecules that modulate protein-protein interactions and to the structural complexity of the various cadherin dimerization interfaces that constantly form and disappear as the protein moves along its highly dynamic and reversible homo-dimerization trajectory. In this work, we study the interaction of two small molecules with the extracellular portion of human E-cadherin using a combination of spectroscopic and computational techniques. The availability of molecules interfering in the cadherin homophilic interactions could provide a useful tool for the investigation of cadherin function in tumors, and potentially pave the way to the development of novel alternative diagnostic and therapeutic interventions in cadherin-expressing solid tumors.
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Affiliation(s)
- Monica Civera
- Dipartimento di Chimica, Università degli Studi di Milano, Milan, Italy
- Istituto di Scienze e Tecnologie Molecolari (ISTM), Consiglio Nazionale delle Ricerche, Milan, Italy
- * E-mail: (MC); (FV)
| | - Francesca Vasile
- Dipartimento di Chimica, Università degli Studi di Milano, Milan, Italy
- Istituto di Scienze e Tecnologie Molecolari (ISTM), Consiglio Nazionale delle Ricerche, Milan, Italy
- * E-mail: (MC); (FV)
| | - Donatella Potenza
- Dipartimento di Chimica, Università degli Studi di Milano, Milan, Italy
| | - Cinzia Colombo
- Dipartimento di Chimica, Università degli Studi di Milano, Milan, Italy
| | - Sara Parente
- Dipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria, Como, Italy
| | - Chiara Vettraino
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Milan, Italy
| | - Tommaso Prosdocimi
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Milan, Italy
| | - Emilio Parisini
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Milan, Italy
| | - Laura Belvisi
- Dipartimento di Chimica, Università degli Studi di Milano, Milan, Italy
- Istituto di Scienze e Tecnologie Molecolari (ISTM), Consiglio Nazionale delle Ricerche, Milan, Italy
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6
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Schumann-Gillett A, Mark AE, Deplazes E, O'Mara ML. A potential new, stable state of the E-cadherin strand-swapped dimer in solution. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2017. [PMID: 28620741 DOI: 10.1007/s00249-017-1229-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
E-cadherin is a transmembrane glycoprotein that facilitates inter-cellular adhesion in the epithelium. The ectodomain of the native structure is comprised of five repeated immunoglobulin-like domains. All E-cadherin crystal structures show the protein in one of three alternative conformations: a monomer, a strand-swapped trans homodimer and the so-called X-dimer, which is proposed to be a kinetic intermediate to forming the strand-swapped trans homodimer. However, previous studies have indicated that even once the trans strand-swapped dimer is formed, the complex is highly dynamic and the E-cadherin monomers may reorient relative to each other. Here, molecular dynamics simulations have been used to investigate the stability and conformational flexibility of the human E-cadherin trans strand-swapped dimer. In four independent, 100 ns simulations, the dimer moved away from the starting structure and converged to a previously unreported structure, which we call the Y-dimer. The Y-dimer was present for over 90% of the combined simulation time, suggesting that it represents a stable conformation of the E-cadherin dimer in solution. The Y-dimer conformation is stabilised by interactions present in both the trans strand-swapped dimer and X-dimer crystal structures, as well as additional interactions not found in any E-cadherin dimer crystal structures. The Y-dimer represents a previously unreported, stable conformation of the human E-cadherin trans strand-swapped dimer and suggests that the available crystal structures do not fully capture the conformations that the human E-cadherin trans homodimer adopts in solution.
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Affiliation(s)
- Alexandra Schumann-Gillett
- School of Chemistry and Molecular Biosciences (SCMB), University of Queensland, Brisbane, QLD, 4072, Australia
- Research School of Chemistry (RSC), The Australian National University, Canberra, ACT, 2061, Australia
| | - Alan E Mark
- School of Chemistry and Molecular Biosciences (SCMB), University of Queensland, Brisbane, QLD, 4072, Australia
- The Institute for Molecular Biosciences (IMB), University of Queensland, Brisbane, QLD, 4072, Australia
| | - Evelyne Deplazes
- School of Chemistry and Molecular Biosciences (SCMB), University of Queensland, Brisbane, QLD, 4072, Australia.
- Research School of Chemistry (RSC), The Australian National University, Canberra, ACT, 2061, Australia.
- School of Biomedical Sciences, Curtin Health Innovation Research Institute, Curtin University, Bentley, WA, 6102, Australia.
| | - Megan L O'Mara
- School of Chemistry and Molecular Biosciences (SCMB), University of Queensland, Brisbane, QLD, 4072, Australia. megan.o'
- Research School of Chemistry (RSC), The Australian National University, Canberra, ACT, 2061, Australia. megan.o'
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7
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Kudo S, Caaveiro J, Tsumoto K. Adhesive Dimerization of Human P-Cadherin Catalyzed by a Chaperone-like Mechanism. Structure 2016; 24:1523-36. [DOI: 10.1016/j.str.2016.07.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Revised: 07/04/2016] [Accepted: 07/08/2016] [Indexed: 01/17/2023]
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8
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Nardone V, Lucarelli AP, Dalle Vedove A, Fanelli R, Tomassetti A, Belvisi L, Civera M, Parisini E. Crystal Structure of Human E-Cadherin-EC1EC2 in Complex with a Peptidomimetic Competitive Inhibitor of Cadherin Homophilic Interaction. J Med Chem 2016; 59:5089-94. [PMID: 27120112 DOI: 10.1021/acs.jmedchem.5b01487] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Cadherins are transmembrane cell adhesion proteins whose aberrant expression often correlates with cancer development and proliferation. We report the crystal structure of an E-cadherin extracellular fragment in complex with a peptidomimetic compound that was previously shown to partially inhibit cadherin homophilic adhesion. The structure reveals an unexpected binding mode and allows the identification of a druggable cadherin interface, thus paving the way to a future structure-guided design of cell adhesion inhibitors against cadherin-expressing solid tumors.
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Affiliation(s)
- Valentina Nardone
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia , Via G. Pascoli 70/3, 20133 Milano, Italy.,Dipartimento di Chimica, Materiali and Ingegneria Chimica "Giulio Natta", Politecnico di Milano , Via L. Mancinelli 7, 20131 Milano, Italy
| | - Anna Paola Lucarelli
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia , Via G. Pascoli 70/3, 20133 Milano, Italy
| | - Andrea Dalle Vedove
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia , Via G. Pascoli 70/3, 20133 Milano, Italy.,Dipartimento di Chimica, Materiali and Ingegneria Chimica "Giulio Natta", Politecnico di Milano , Via L. Mancinelli 7, 20131 Milano, Italy
| | - Roberto Fanelli
- Dipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria , Via Valleggio 11, 22100 Como, Italy
| | - Antonella Tomassetti
- Dipartimento di Oncologia Sperimentale e Medicina Molecolare, Fondazione IRCCS Istituto Nazionale dei Tumori , Via G. Amadeo 42, 20133 Milano, Italy
| | - Laura Belvisi
- Dipartimento di Chimica, Università degli Studi di Milano , Via C. Golgi 19, 20133 Milano, Italy
| | - Monica Civera
- Dipartimento di Chimica, Università degli Studi di Milano , Via C. Golgi 19, 20133 Milano, Italy
| | - Emilio Parisini
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia , Via G. Pascoli 70/3, 20133 Milano, Italy
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