1
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Massaro M, Cagnoni AJ, Medrano FJ, Pérez-Sáez JM, Abdullayev S, Belkhadem K, Mariño KV, Romero A, Roy R, Rabinovich GA. Selective modifications of lactose and N-acetyllactosamine with sulfate and aromatic bulky groups unveil unique structural insights in galectin-1-ligand recognition. Bioorg Med Chem 2023; 94:117480. [PMID: 37774448 DOI: 10.1016/j.bmc.2023.117480] [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: 07/15/2023] [Revised: 09/01/2023] [Accepted: 09/18/2023] [Indexed: 10/01/2023]
Abstract
Galectins, a family of endogenous glycan-binding proteins, play crucial roles in a broad range of physiological and pathological processes. Galectin-1 (Gal-1), a proto-type member of this family, is overexpressed in several cancers and plays critical roles in tumor-immune escape, angiogenesis and metastasis. Thus, generation of high-affinity Gal-1 inhibitors emerges as an attractive therapeutic approach for a wide range of neoplastic conditions. Small-molecule carbohydrate inhibitors based on lactose (Lac) and N-acetyllactosamine (LacNAc) structures have been tested showing different results. In this study, we evaluated Lac- and LacNAc-based compounds with specific chemical modifications at key positions as Gal-1 ligands by competitive solid-phase assays (SPA) and isothermal titration calorimetry (ITC). Both assays showed excellent correlation, highlighting that lactosides bearing bulky aromatic groups at the anomeric carbon and sulfate groups at the O3' position exhibited the highest binding affinities. To dissect the atomistic determinants for preferential affinity of the different tested Gal-1 ligands, molecular docking simulations were conducted and PRODIGY-LIG structure-based method was employed to predict binding affinity in protein-ligand complexes. Notably, calculated binding free energies derived from the molecular docking were in accordance with experimental values determined by SPA and ITC, showing excellent correlation between theoretical and experimental approaches. Moreover, this analysis showed that 3'-O-sulfate groups interact with residues of the Gal-1 subsite B, mainly with Asn33, while the ester groups of the aromatic anomeric group interact with Gly69 and Thr70 at Gal-1 subsite E, extending deeper into the pocket, which could account for the enhanced binding affinity. This study contributes to the rational design of highly optimized Gal-1 inhibitors to be further studied in cancer models and other pathologic conditions.
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Affiliation(s)
- Mora Massaro
- Laboratorio de Glicomedicina, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina; Laboratorio de Glicómica Funcional y Molecular, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina
| | - Alejandro J Cagnoni
- Laboratorio de Glicomedicina, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina; Laboratorio de Glicómica Funcional y Molecular, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina
| | - Francisco J Medrano
- Centro de Investigaciones Biológicas "Margarita Salas" (CIB), CSIC, E-28040 Madrid, Spain
| | - Juan M Pérez-Sáez
- Laboratorio de Glicomedicina, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina
| | - Shuay Abdullayev
- Glycosciences and Nanomaterials Laboratory, Université du Québec à Montréal, Succ. Centre-Ville, P.O. Box 8888, Montréal, QC H3C 3P8, Canada
| | - Karima Belkhadem
- Glycosciences and Nanomaterials Laboratory, Université du Québec à Montréal, Succ. Centre-Ville, P.O. Box 8888, Montréal, QC H3C 3P8, Canada
| | - Karina V Mariño
- Laboratorio de Glicómica Funcional y Molecular, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina
| | - Antonio Romero
- Centro de Investigaciones Biológicas "Margarita Salas" (CIB), CSIC, E-28040 Madrid, Spain.
| | - René Roy
- Glycosciences and Nanomaterials Laboratory, Université du Québec à Montréal, Succ. Centre-Ville, P.O. Box 8888, Montréal, QC H3C 3P8, Canada.
| | - Gabriel A Rabinovich
- Laboratorio de Glicomedicina, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428 Ciudad de Buenos Aires, Argentina; Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, C1428 Ciudad de Buenos Aires, Argentina.
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Jino Blessy J, Siva Shanmugam NR, Veluraja K, Michael Gromiha M. Investigations on the binding specificity of β-galactoside analogues with human galectin-1 using molecular dynamics simulations. J Biomol Struct Dyn 2022; 40:10094-10105. [PMID: 34219624 DOI: 10.1080/07391102.2021.1939788] [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: 12/16/2022]
Abstract
Galectin-1 (Gal-1) is the first member of galectin family, which has a carbohydrate recognition domain, specifically binds towards β-galactoside containing oligosaccharides. Owing its association with carbohydrates, Gal-1 is involved in many biological processes such as cell signaling, adhesion and pathological pathways such as metastasis, apoptosis and increased tumour cell survival. The development of β-galactoside based inhibitors would help to control the Gal-1 expression. In the current study, we carried out molecular dynamics (MD) simulations to examine the structural and dynamic behaviour Gal-1-thiodigalactoside (TDG), Gal-1-lactobionic acid (LBA) and Gal-1-beta-(1→6)-galactobiose (G16G) complexes. The analysis of glycosidic torsional angles revealed that β-galactoside analogues TDG and LBA have a single binding mode (BM1) whereas G16G has two binding modes (BM1 and BM2) for interacting with Gal-1 protein. We have computed the binding free energies for the complexes Gal-1-TDG, Gal-1-LBA and Gal-1-G16G using MM/PBSA and are -6.45, -6.22 and -3.08 kcal/mol, respectively. This trend agrees well with experiments that the binding of Gal-1 with TDG is stronger than LBA. Further analysis revealed that the interactions due to direct and water-mediated hydrogen bonds play a significant role to the structural stability of the complexes. The result obtained from this study is useful to formulate a set of rules and derive pharmacophore-based features for designing inhibitors against galectin-1.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- J Jino Blessy
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
| | - N R Siva Shanmugam
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
| | - K Veluraja
- PSN college of Engineering and Technology, Tirunelveli, Tamilnadu, India
| | - M Michael Gromiha
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
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Koneru JK, Sinha S, Mondal J. Molecular dynamics simulations elucidate oligosaccharide recognition pathways by galectin-3 at atomic resolution. J Biol Chem 2021; 297:101271. [PMID: 34619151 PMCID: PMC8571523 DOI: 10.1016/j.jbc.2021.101271] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/29/2021] [Accepted: 09/29/2021] [Indexed: 02/03/2023] Open
Abstract
The recognition of carbohydrates by lectins plays key roles in diverse cellular processes such as cellular adhesion, proliferation, and apoptosis, which makes it a therapeutic target of significance against cancers. One of the most functionally active lectins, galectin-3 is distinctively known for its specific binding affinity toward β-galactoside. However, despite the prevalence of high-resolution crystallographic structures, the mechanistic basis and more significantly, the dynamic process underlying carbohydrate recognition by galectin-3 are currently elusive. To this end, we employed extensive Molecular Dynamics simulations to unravel the complete binding event of human galectin-3 with its native natural ligand N-acetyllactosamine (LacNAc) at atomic precision. The simulation trajectory demonstrates that the oligosaccharide diffuses around the protein and eventually identifies and binds to the biologically designated binding site of galectin-3 in real time. The simulated bound pose correlates with the crystallographic pose with atomic-level accuracy and recapitulates the signature stabilizing galectin-3/oligosaccharide interactions. The recognition pathway also reveals a set of transient non-native ligand poses in its course to the receptor. Interestingly, kinetic analysis in combination with a residue-level picture revealed that the key to the efficacy of a more active structural variant of the LacNAc lay in the ligand's resilience against disassociation from galectin-3. By catching the ligand in the act of finding its target, our investigations elucidate the detailed recognition mechanism of the carbohydrate-binding domain of galectin-3 and underscore the importance of ligand-target binary complex residence time in understanding the structure-activity relationship of cognate ligands.
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Affiliation(s)
- Jaya Krishna Koneru
- Tata Institute of Fundamental Research, Center for Interdisciplinary Sciences, Hyderabad, India
| | - Suman Sinha
- Tata Institute of Fundamental Research, Center for Interdisciplinary Sciences, Hyderabad, India.
| | - Jagannath Mondal
- Tata Institute of Fundamental Research, Center for Interdisciplinary Sciences, Hyderabad, India.
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4
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Porciúncula-González C, Cagnoni AJ, Fontana C, Mariño KV, Saenz-Méndez P, Giacomini C, Irazoqui G. Structural insights in galectin-1-glycan recognition: Relevance of the glycosidic linkage and the N-acetylation pattern of sugar moieties. Bioorg Med Chem 2021; 44:116309. [PMID: 34293617 DOI: 10.1016/j.bmc.2021.116309] [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: 02/04/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 10/20/2022]
Abstract
Galectins, soluble lectins widely expressed intra- and extracellularly in different cell types, play major roles in deciphering the cellular glycocode. Galectin-1 (Gal-1), a prototype member of this family, presents a carbohydrate recognition domain (CRD) with specific affinity for β-galactosides such as N-acetyllactosamine (β-d-Galp-(1 → 4)-d-GlcpNAc), and mediate numerous physiological and pathological processes. In this work, Gal-1 binding affinity for β-(1 → 6) galactosides, including β-d-Galp-(1 → 6)-β-d-GlcpNAc-(1 → 4)-d-GlcpNAc was evaluated, and their performance was compared to that of β-(1 → 4) and β-(1 → 3) galactosides. To this end, the trisaccharide β-d-Galp-(1 → 6)-β-d-GlcpNAc-(1 → 4)-d-GlcpNAc was enzymatically synthesized, purified and structurally characterized. To evaluate the affinity of Gal-1 for the galactosides, competitive solid phase assays (SPA) and isothermal titration calorimetry (ITC) studies were carried out. The experimental dissociation constants and binding energies obtained were compared to those calculated by molecular docking. These analyses evidenced the critical role of the glycosidic linkage between the terminal galactopyranoside residue and the adjacent monosaccharide, as galactosides bearing β-(1 → 6) glycosidic linkages showed dissociation constants six- and seven-fold higher than those involving β-(1 → 4) and β-(1 → 3) linkages, respectively. Moreover, docking experiments revealed the presence of hydrogen bond interactions between the N-acetyl group of the glucosaminopyranose moiety of the evaluated galactosides and specific amino acid residues of Gal-1, relevant for galectin-glycan affinity. Noticeably, the binding free energies (ΔGbindcalc) derived from the molecular docking were in good agreement with experimental values determined by ITC measurements (ΔGbindexp), evidencing a good correlation between theoretical and experimental approaches, which validates the in silico simulations and constitutes an important tool for the rational design of future optimized ligands.
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Affiliation(s)
- Cecilia Porciúncula-González
- Laboratorio de Bioquímica, Departamento de Biociencias, Facultad de Química, UdelaR, Gral. Flores, 2124, 11800 Montevideo, Uruguay; Computational Chemistry and Biology Group, DETEMA, Facultad de Química, UdelaR, Isidoro de María 1614, 11800 Montevideo, Uruguay; Graduate Program in Chemistry, Facultad de Química, Universidad de la República, Uruguay
| | - Alejandro J Cagnoni
- Laboratorio de Glicómica Funcional y Molecular, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428ADN Buenos Aires, Argentina
| | - Carolina Fontana
- Laboratorio de Espectroscopía y Fisicoquímica Orgánica, Departamento de Química del Litoral, CENUR Litoral Norte (S.R.A. Facultad de Química), UdelaR, Ruta 3 km 363, 60000 Paysandú, Uruguay
| | - Karina V Mariño
- Laboratorio de Glicómica Funcional y Molecular, Instituto de Biología y Medicina Experimental (IBYME), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1428ADN Buenos Aires, Argentina
| | - Patricia Saenz-Méndez
- Computational Chemistry and Biology Group, DETEMA, Facultad de Química, UdelaR, Isidoro de María 1614, 11800 Montevideo, Uruguay; Department of Engineering and Chemical Sciences, Faculty of Health, Science and Technology, Karlstad University, Universitetsgatan 2, 651 88 Karlstad, Sweden
| | - Cecilia Giacomini
- Laboratorio de Bioquímica, Departamento de Biociencias, Facultad de Química, UdelaR, Gral. Flores, 2124, 11800 Montevideo, Uruguay
| | - Gabriela Irazoqui
- Laboratorio de Bioquímica, Departamento de Biociencias, Facultad de Química, UdelaR, Gral. Flores, 2124, 11800 Montevideo, Uruguay.
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5
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Sethi A, Sasikala K, Jakkula P, Gadde D, Sanam S, Qureshi IA, Talla V, Alvala M. Design, synthesis and computational studies involving Indole-Coumarin hybrids as galectin-1 inhibitors. CHEMICAL PAPERS 2021. [DOI: 10.1007/s11696-021-01534-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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6
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Islam SM, Havranek B, Ibnat Z, Roy PN. New Insights into the Role of Hydrogen Bonding in Furanoside Binding to Protein. J Phys Chem B 2020; 124:1919-1927. [PMID: 32075374 DOI: 10.1021/acs.jpcb.9b11924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Furanosides have been subjected to extensive studies owing to their inherent flexibility, which is believed to play an important role in the survival and pathogenicity of different disease-causing organisms in the human body. This study reports the binding free energy (ΔG) and specificity of arabinofuranose oligosaccharides to a protein, arabinanase (Arb43A), with the use of potential of mean force (PMF) calculations using the umbrella-sampling simulations. Long molecular dynamics simulations have been carried out to understand intermolecular interactions in the arabinofuranose-protein complex. The PMF for pulling the α-(1 → 5)-linked L-arabinohexaose (ligand) from the protein provides a large free energy of binding, -16.8 kcal/mol. The ΔG of the nonreducing arabinotriose end is found to be -12.6 kcal/mol, while the ΔG of the reducing end is calculated to be -7.7 kcal/mol. In the absence of nonreducing arabinotrioside, the ΔG of the reducing arabinotrioside is -8.5 kcal/mol. Similarly, in the absence of reducing arabinotrioside, the ΔG of the nonreducing arabinotrioside is calculated to be -9.4 kcal/mol. The main contributing factor in the protein-arabinofuranose binding is hydrogen bonding. Acidic amino acid residues, Glu and Asp, with furanosides produce the strongest hydrogen bonding. Araf-A, B, and C construct the reducing arabinotriose, while Araf-D, E, and F construct the nonreducing arabinotriose. Since most of the hydrogen-bonding occupancies belong to Araf-D and Araf-E, the nonreducing arabinotriose is bound to protein more strongly than the reducing arabinotriose. This explains why the reducing arabinotriose can detach from the protein in nature.
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Affiliation(s)
- Shahidul M Islam
- Department of Chemistry, University of Illinois at Chicago, Chicago, Illinois 60607, United States
| | - Brandon Havranek
- Department of Chemistry, University of Illinois at Chicago, Chicago, Illinois 60607, United States
| | - Zahin Ibnat
- Department of Chemistry, University of Illinois at Chicago, Chicago, Illinois 60607, United States
| | - Pierre-Nicholas Roy
- Department of Chemistry, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
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7
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Romanò C, Oscarson S. Synthesis of lactosamine-based building blocks on a practical scale and investigations of their assembly for the preparation of 19F-labelled LacNAc oligomers. Org Biomol Chem 2019; 17:2265-2278. [PMID: 30724303 DOI: 10.1039/c8ob03066a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The ubiquitous disaccharide N-acetyllactosamine (LacNAc type 2, Galβ1,4GlcNAc) is often over-expressed on the surface of cancer cells where it is bound by tumour secreted galectins contributing to cancer-related processes such as metastasis, adhesion, tumour survival, and immune escape. To facilitate NMR investigations into the binding interactions between oligo-LacNAc structures and galectins, which can show both exo- and endo-binding behaviour, a library of regioselectively 19F-labelled oligo-LacNAc structures was required. Herein, the synthesis on a practical scale of various N-protected (Troc, Phth, TFAc) lactosamine donors is reported starting from commercially available lactosamine hydrochloride. Investigations into their glycosylations with lactosamine acceptors to form 19F-containing LacNAc oligomers showed that benzylated acceptors significantly improved the yields over acetylated ones, and that, gratifyingly, the almost untried N-trifluoroacetamide (NTFAc) protected donors, already containing the desired 19F-label, were found to be optimal, both considering reaction yields and purification of the glycosylation reactions. The NTFAc group of reducing end acceptors was introduced through N-amide transacylation of linker-equipped LacNAc structures. A [2 + 2] synthetic approach was optimized for the preparation of tetrasaccharide LacNAc/TFAc-dimers and also further expanded to the synthesis of hexasaccharide LacNAc/TFAc-trimer structures.
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Affiliation(s)
- Cecilia Romanò
- School of Chemistry, University College Dublin, Belfield, Dublin 4, Ireland.
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8
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Porciúncula González C, Cagnoni AJ, Mariño KV, Fontana C, Saenz-Méndez P, Irazoqui G, Giacomini C. Enzymatic synthesis of non-natural trisaccharides and galactosides; Insights of their interaction with galectins as a function of their structure. Carbohydr Res 2019; 472:1-15. [DOI: 10.1016/j.carres.2018.10.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 10/26/2018] [Accepted: 10/28/2018] [Indexed: 12/11/2022]
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9
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Francesconi O, Martinucci M, Badii L, Nativi C, Roelens S. A Biomimetic Synthetic Receptor Selectively Recognising Fucose in Water. Chemistry 2018; 24:6828-6836. [DOI: 10.1002/chem.201800390] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Indexed: 12/24/2022]
Affiliation(s)
- Oscar Francesconi
- Department of Chemistry and INSTM; University of Florence, Polo Scientifico e Tecnologico; 50019 Sesto Fiorentino Firenze Italy
| | - Marco Martinucci
- Department of Chemistry and INSTM; University of Florence, Polo Scientifico e Tecnologico; 50019 Sesto Fiorentino Firenze Italy
| | - Lorenzo Badii
- Department of Chemistry and INSTM; University of Florence, Polo Scientifico e Tecnologico; 50019 Sesto Fiorentino Firenze Italy
| | - Cristina Nativi
- Department of Chemistry and INSTM; University of Florence, Polo Scientifico e Tecnologico; 50019 Sesto Fiorentino Firenze Italy
| | - Stefano Roelens
- Department of Chemistry and INSTM; University of Florence, Polo Scientifico e Tecnologico; 50019 Sesto Fiorentino Firenze Italy
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10
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Hsieh TJ, Lin HY, Tu Z, Lin TC, Wu SC, Tseng YY, Liu FT, Hsu STD, Lin CH. Dual thio-digalactoside-binding modes of human galectins as the structural basis for the design of potent and selective inhibitors. Sci Rep 2016; 6:29457. [PMID: 27416897 PMCID: PMC4945863 DOI: 10.1038/srep29457] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 06/17/2016] [Indexed: 12/24/2022] Open
Abstract
Human galectins are promising targets for cancer immunotherapeutic and fibrotic disease-related drugs. We report herein the binding interactions of three thio-digalactosides (TDGs) including TDG itself, TD139 (3,3'-deoxy-3,3'-bis-(4-[m-fluorophenyl]-1H-1,2,3-triazol-1-yl)-thio-digalactoside, recently approved for the treatment of idiopathic pulmonary fibrosis), and TAZTDG (3-deoxy-3-(4-[m-fluorophenyl]-1H-1,2,3-triazol-1-yl)-thio-digalactoside) with human galectins-1, -3 and -7 as assessed by X-ray crystallography, isothermal titration calorimetry and NMR spectroscopy. Five binding subsites (A-E) make up the carbohydrate-recognition domains of these galectins. We identified novel interactions between an arginine within subsite E of the galectins and an arene group in the ligands. In addition to the interactions contributed by the galactosyl sugar residues bound at subsites C and D, the fluorophenyl group of TAZTDG preferentially bound to subsite B in galectin-3, whereas the same group favored binding at subsite E in galectins-1 and -7. The characterised dual binding modes demonstrate how binding potency, reported as decreased Kd values of the TDG inhibitors from μM to nM, is improved and also offer insights to development of selective inhibitors for individual galectins.
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Affiliation(s)
- Tung-Ju Hsieh
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan
| | - Hsien-Ya Lin
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan.,Department of Chemistry, National Taiwan University, Taipei, 10617, Taiwan
| | - Zhijay Tu
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan
| | - Ting-Chien Lin
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan.,Department of Chemistry, National Taiwan University, Taipei, 10617, Taiwan
| | - Shang-Chuen Wu
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan.,Institute of Biochemical Sciences, National Taiwan University, Taipei, 10617, Taiwan
| | - Yu-Yao Tseng
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan
| | - Fu-Tong Liu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, 11529, Taiwan
| | - Shang-Te Danny Hsu
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan.,Institute of Biochemical Sciences, National Taiwan University, Taipei, 10617, Taiwan
| | - Chun-Hung Lin
- Institute of Biological Chemistry, Academia Sinica, Taipei, 11529, Taiwan.,Department of Chemistry, National Taiwan University, Taipei, 10617, Taiwan.,Institute of Biochemical Sciences, National Taiwan University, Taipei, 10617, Taiwan.,The Genomics Research Center, Academia Sinica, Taipei, 11529, Taiwan
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11
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Minh DDL, Makowski L. Wide-angle X-ray solution scattering for protein-ligand binding: multivariate curve resolution with Bayesian confidence intervals. Biophys J 2013; 104:873-83. [PMID: 23442966 DOI: 10.1016/j.bpj.2012.12.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Revised: 12/10/2012] [Accepted: 12/11/2012] [Indexed: 10/27/2022] Open
Abstract
A new way to use wide-angle x-ray solution scattering to study protein-ligand binding is presented. First, scattering patterns are measured at different protein and ligand concentrations. Multivariate curve resolution based on singular value decomposition and global analysis is applied to estimate the binding affinities and reference patterns (i.e., the scattering patterns of individual components). As validated by simulation, Bayesian confidence intervals provide accurate uncertainty estimates for the binding free energies and reference patterns. Experimental results from several protein-ligand systems demonstrate the feasibility of the approach, which promises to expand the role of wide-angle x-ray scattering as a quantitative biophysical tool.
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Affiliation(s)
- David D L Minh
- Biosciences Division, Argonne National Laboratory, Argonne, IL, USA
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12
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Jana M, Bandyopadhyay S. Restricted dynamics of water around a protein-carbohydrate complex: computer simulation studies. J Chem Phys 2012; 137:055102. [PMID: 22894384 DOI: 10.1063/1.4739421] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Water-mediated protein-carbohydrate interaction is a complex phenomenon responsible for different biological processes in cellular environment. One of the unexplored but important issues in this area is the role played by water during the recognition process and also in controlling the microscopic properties of the complex. In this study, we have carried out atomistic molecular dynamics simulations of a protein-carbohydrate complex formed between the hyaluronan binding domain of the murine Cd44 protein and the octasaccharide hyaluronan in explicit water. Efforts have been made to explore the heterogeneous influence of the complex on the dynamic properties of water present in different regions around it. It is revealed from our analyses that the heterogeneous dynamics of water around the complex are coupled with differential time scales of formation and breaking of hydrogen bonds at the interface. Presence of a highly rigid thin layer of motionally restricted water molecules bridging the protein and the carbohydrate in the common region of the complex has been identified. Such water molecules are expected to play a crucial role in controlling properties of the complex. Importantly, it is demonstrated that the formation of the protein-carbohydrate complex affects the transverse and longitudinal degrees of freedom of the interfacial water molecules in a heterogeneous manner.
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Affiliation(s)
- Madhurima Jana
- Molecular Modeling Laboratory, Department of Chemistry, Indian Institute of Technology, Kharagpur 721302, India
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13
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Foley BL, Tessier MB, Woods RJ. Carbohydrate force fields. WILEY INTERDISCIPLINARY REVIEWS. COMPUTATIONAL MOLECULAR SCIENCE 2012; 2:652-697. [PMID: 25530813 PMCID: PMC4270206 DOI: 10.1002/wcms.89] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Carbohydrates present a special set of challenges to the generation of force fields. First, the tertiary structures of monosaccharides are complex merely by virtue of their exceptionally high number of chiral centers. In addition, their electronic characteristics lead to molecular geometries and electrostatic landscapes that can be challenging to predict and model. The monosaccharide units can also interconnect in many ways, resulting in a large number of possible oligosaccharides and polysaccharides, both linear and branched. These larger structures contain a number of rotatable bonds, meaning they potentially sample an enormous conformational space. This article briefly reviews the history of carbohydrate force fields, examining and comparing their challenges, forms, philosophies, and development strategies. Then it presents a survey of recent uses of these force fields, noting trends, strengths, deficiencies, and possible directions for future expansion.
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Affiliation(s)
- B. Lachele Foley
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
| | - Matthew B. Tessier
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
| | - Robert J. Woods
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
- School of Chemistry, National University of Ireland, Galway, Ireland
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14
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Di Lella S, Sundblad V, Cerliani JP, Guardia CM, Estrin DA, Vasta GR, Rabinovich GA. When galectins recognize glycans: from biochemistry to physiology and back again. Biochemistry 2011; 50:7842-57. [PMID: 21848324 DOI: 10.1021/bi201121m] [Citation(s) in RCA: 199] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
In the past decade, increasing efforts have been devoted to the study of galectins, a family of evolutionarily conserved glycan-binding proteins with multifunctional properties. Galectins function, either intracellularly or extracellularly, as key biological mediators capable of monitoring changes occurring on the cell surface during fundamental biological processes such as cellular communication, inflammation, development, and differentiation. Their highly conserved structures, exquisite carbohydrate specificity, and ability to modulate a broad spectrum of biological processes have captivated a wide range of scientists from a wide spectrum of disciplines, including biochemistry, biophysics, cell biology, and physiology. However, in spite of enormous efforts to dissect the functions and properties of these glycan-binding proteins, limited information about how structural and biochemical aspects of these proteins can influence biological functions is available. In this review, we aim to integrate structural, biochemical, and functional aspects of this bewildering and ancient family of glycan-binding proteins and discuss their implications in physiologic and pathologic settings.
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Affiliation(s)
- Santiago Di Lella
- Laboratorio de Inmunopatologı́a, Instituto de Biologı́a y Medicina Experimental, CONICET, Ciudad de Buenos Aires, Argentina
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15
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Echeverria I, Amzel LM. Disaccharide binding to galectin-1: free energy calculations and molecular recognition mechanism. Biophys J 2011; 100:2283-92. [PMID: 21539798 DOI: 10.1016/j.bpj.2011.03.032] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2010] [Revised: 03/21/2011] [Accepted: 03/22/2011] [Indexed: 01/19/2023] Open
Abstract
Galectin-1, a member of the conserved family of carbohydrate-binding proteins with affinity for β-galactosides, is a key modulator of diverse cell functions such as immune response and regulation. The binding affinity and specificity of galectin-1 for eight different β-galactosyl terminal disaccharides was studied using molecular-dynamics simulations in which the ligand was pulled away from the binding site using a mechanical force. We present what we believe to be a novel procedure, based on combinations of multistep trajectories, that was used to estimate the binding free energy (ΔG) of each disaccharide. The computed binding free energy differences show excellent correlation with experimental values determined previously. The small differences in affinity among the disaccharides are the result of an exquisite balance between the strengths of the galectin-sugar H-bonds and the H-bonds the protein and the disaccharides make with the solvent. Analysis of the free energies along the reaction coordinate shows that disaccharide unbinding/binding presents no energetic barrier and, therefore, is diffusion-limited. In addition, the calculations revealed that as the ligand is undocked from the binding site, breaking of protein-disaccharide H-bonds takes place in stages with intermediate states in which the interactions are bridged by water molecules.
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Affiliation(s)
- Ignacia Echeverria
- Department of Biophysics and Biophysical Chemistry, The Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
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16
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Kaushik S, Mohanty D, Surolia A. Role of glycosylation in structure and stability of Erythrina corallodendron lectin (EcorL): a molecular dynamics study. Protein Sci 2011; 20:465-81. [PMID: 21432931 DOI: 10.1002/pro.578] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The effect of glycosylation on structure and stability of glycoproteins has been a topic of considerable interest. In this work, we have investigated the solution conformation of the oligosaccharide and its effect on the structure and stability of the glycoprotein by carrying out a series of long Molecular dynamics (MD) simulations on glycosylated Erythrina corallodendron lectin (EcorL) and nonglycosylated recombinant Erythrina corallodendron lectin (rEcorL). Our results indicate that, despite the similarity in overall three dimensional structures, glycosylated EcorL has lesser nonpolar solvent accessible surface area compared to nonglycosylated EcorL. This might explain the experimental observation of higher thermodynamic stability for glycosylated EcorL compared to nonglycosylated EcorL. Analysis of the simulation results indicates that, dynamic view of interactions between protein residues and oligosaccharide is entirely different from the static picture seen in the crystal structure. The oligosaccharide moiety had dynamically stable interactions with Lys 55 and Tyr 53, both of which are separated in sequence from the site of glycosylation, Asn 17. It is possible that glycosylation helps in forming long-range contacts between amino acids, which are separated in sequence and thus provides a folding nucleus. Thus our simulations not only reveal the conformations sampled by the oligosaccharide, but also provide novel insights into possible molecular mechanisms by which glycosylation can help in folding of the glycoprotein by formation of folding nucleus involving specific contacts with the oligosaccharide moiety.
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Affiliation(s)
- Sandeep Kaushik
- Bioinformatics Centre, National Institute of Immunology, Aruna Asaf Ali Marg, New Delhi-110067
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17
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Roldós V, Cañada FJ, Jiménez-Barbero J. Carbohydrate-Protein Interactions: A 3D View by NMR. Chembiochem 2011; 12:990-1005. [DOI: 10.1002/cbic.201000705] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2010] [Indexed: 12/29/2022]
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18
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Falconer RJ, Collins BM. Survey of the year 2009: applications of isothermal titration calorimetry. J Mol Recognit 2010; 24:1-16. [DOI: 10.1002/jmr.1073] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Wohlert J, Schnupf U, Brady JW. Free energy surfaces for the interaction of D-glucose with planar aromatic groups in aqueous solution. J Chem Phys 2010; 133:155103. [PMID: 20969429 PMCID: PMC2980541 DOI: 10.1063/1.3496997] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2010] [Accepted: 09/15/2010] [Indexed: 01/05/2023] Open
Abstract
Multidimensional potentials of mean force for the interactions in aqueous solution of both anomers of D-glucopyranose with two planar aromatic molecules, indole and para-methyl-phenol, have been calculated using molecular dynamics simulations with umbrella sampling and were subsequently used to estimate binding free energies. Indole and para-methyl-phenol serve as models for the side chains of the amino acids tryptophan and tyrosine, respectively. In all cases, a weak affinity between the glucose molecules and the flat aromatic surfaces was found. The global minimum for these interactions was found to be for the case when the pseudoplanar face of β-D-glucopyranose is stacked against the planar surfaces of the aromatic residues. The calculated binding free energies are in good agreement with both experiment and previous simulations. The multidimensional free energy maps suggest a mechanism that could lend kinetic stability to the complexes formed by sugars bound to sugar-binding proteins.
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Affiliation(s)
- Jakob Wohlert
- Department of Food Science Stocking Hall, Cornell University, Ithaca, New York 14850, USA
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