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Yadav N, Poveda A, Vázquez Mena Y, Rosenthal M, Ogawa Y, Jiménez-Barbero J, Delbianco M. Controlling Glycan Folding with Ionic Functional Groups. J Am Chem Soc 2025; 147:15126-15135. [PMID: 40273339 PMCID: PMC12063165 DOI: 10.1021/jacs.4c17992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 04/14/2025] [Accepted: 04/15/2025] [Indexed: 04/26/2025]
Abstract
Glycans are intrinsically flexible molecules that can adopt many conformations. These molecules often carry ionic functional groups that influence glycan's conformational preferences, dynamics, and aggregation tendencies. Inspired by these mechanisms, we have engineered a glycan sequence whose secondary structure can be precisely manipulated by using ionic groups. We strategically incorporated ionic substituents into a glycan sequence adopting a hairpin conformation. Complementary ionic groups stabilized the closed conformers, while ionic repulsions shifted the populations toward the open forms. External stimuli, such as pH variations or enzyme addition, enabled us to dynamically control the hairpin's opening and closing. Additionally, changes in protonation states led to glycan aggregation, suggesting opportunities for the creation of responsive glycan-based materials.
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Affiliation(s)
- Nishu Yadav
- Department
of Biomolecular Systems, Max Planck Institute
of Colloids and Interfaces, Am Mühlenberg 1, 14476 Potsdam, Germany
- Department
of Chemistry and Biochemistry, Freie Universität
Berlin, Arnimallee 22, 14195 Berlin, Germany
| | - Ana Poveda
- CICbioGUNE,
Basque Research and Technology Alliance, 48160 Derio, Spain
| | - Yadiel Vázquez Mena
- Department
of Biomolecular Systems, Max Planck Institute
of Colloids and Interfaces, Am Mühlenberg 1, 14476 Potsdam, Germany
- CERMAV, CNRS, Univ. Grenoble Alpes, 38000 Grenoble, France
| | - Martin Rosenthal
- Faculty
of Chemistry, KU Leuven, Celestijnenlaan 200F, Box 2404, B-3001 Leuven, Belgium
| | - Yu Ogawa
- CERMAV, CNRS, Univ. Grenoble Alpes, 38000 Grenoble, France
- Department
of Sustainable and Bioinspired Materials, Max Planck Institute of Colloids and Interfaces, Am Mühlenberg 1, 14476 Potsdam, Germany
| | - Jesús Jiménez-Barbero
- CICbioGUNE,
Basque Research and Technology Alliance, 48160 Derio, Spain
- Ikerbasque,
Basque Foundation for Science, 48009 Bilbao, Spain
- Department
of Inorganic & Organic Chemistry, Faculty of Science and Technology, University of the Basque Country, EHU-UPV, 48940 Leioa, Spain
- Centro de
Investigación Biomedica En Red de Enfermedades Respiratorias, 28029 Madrid, Spain
| | - Martina Delbianco
- Department
of Biomolecular Systems, Max Planck Institute
of Colloids and Interfaces, Am Mühlenberg 1, 14476 Potsdam, Germany
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2
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Cavender CE, Case DA, Chen JCH, Chong LT, Keedy DA, Lindorff-Larsen K, Mobley DL, Ollila OHS, Oostenbrink C, Robustelli P, Voelz VA, Wall ME, Wych DC, Gilson MK. Structure-Based Experimental Datasets for Benchmarking Protein Simulation Force Fields [Article v0.1]. ARXIV 2025:arXiv:2303.11056v2. [PMID: 40196146 PMCID: PMC11975311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
This review article provides an overview of structurally oriented experimental datasets that can be used to benchmark protein force fields, focusing on data generated by nuclear magnetic resonance (NMR) spectroscopy and room temperature (RT) protein crystallography. We discuss what the observables are, what they tell us about structure and dynamics, what makes them useful for assessing force field accuracy, and how they can be connected to molecular dynamics simulations carried out using the force field one wishes to benchmark. We also touch on statistical issues that arise when comparing simulations with experiment. We hope this article will be particularly useful to computational researchers and trainees who develop, benchmark, or use protein force fields for molecular simulations.
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Affiliation(s)
- Chapin E. Cavender
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - David A. Case
- Department of Chemistry & Chemical Biology, Rutgers University, Piscataway, NJ, USA
| | - Julian C.-H. Chen
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, USA; Department of Chemistry and Biochemistry, The University of Toledo, Toledo, OH, USA
| | - Lillian T. Chong
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Daniel A. Keedy
- Structural Biology Initiative, CUNY Advanced Science Research Center, New York, NY, USA; Department of Chemistry and Biochemistry, City College of New York, New York, NY, USA; PhD Programs in Biochemistry, Biology, and Chemistry, CUNY Graduate Center, New York, NY, USA
| | - Kresten Lindorff-Larsen
- Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Copenhagen N, Denmark
| | - David L. Mobley
- Department of Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA
| | - O. H. Samuli Ollila
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland; VTT Technical Research Centre of Finland, Espoo, Finland
| | - Chris Oostenbrink
- Institute for Molecular Modeling and Simulation, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Paul Robustelli
- Department of Chemistry, Dartmouth College, Hanover, NH, USA
| | - Vincent A. Voelz
- Department of Chemistry, Temple University, Philadelphia, PA, USA
| | - Michael E. Wall
- Computer, Computational, and Statistical Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA; The Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - David C. Wych
- Computer, Computational, and Statistical Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA; The Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Michael K. Gilson
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
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Zhao G, Richaud AD, Williamson RT, Feig M, Roche SP. De Novo Synthesis and Structural Elucidation of CDR-H3 Loop Mimics. ACS Chem Biol 2024; 19:1583-1592. [PMID: 38916527 PMCID: PMC11299430 DOI: 10.1021/acschembio.4c00236] [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: 06/26/2024]
Abstract
The binding affinity of antibodies to specific antigens stems from a remarkably broad repertoire of hypervariable loops known as complementarity-determining regions (CDRs). While recognizing the pivotal role of the heavy-chain 3 CDRs (CDR-H3s) in maximizing antibody-antigen affinity and specificity, the key structural determinants responsible for their adaptability to diverse loop sequences, lengths, and noncanonical structures are hitherto unknown. To address this question, we achieved a de novo synthesis of bulged CDR-H3 mimics excised from their full antibody context. CD and NMR data revealed that these stable standalone β-hairpin scaffolds are well-folded and retain many of the native bulge CDR-H3 features in water. In particular, the tryptophan residue, highly conserved across CDR-H3 sequences, was found to extend the kinked base of these β-bulges through a combination of stabilizing intramolecular hydrogen bond and CH/π interaction. The structural ensemble consistent with our NMR observations exposed the dynamic nature of residues at the base of the loop, suggesting that β-bulges act as molecular hinges connecting the rigid stem to the more flexible loops of CDR-H3s. We anticipate that this deeper structural understanding of CDR-H3s will lay the foundation to inform the design of antibody drugs broadly and engineer novel CDR-H3 peptide scaffolds as therapeutics.
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Affiliation(s)
- Guangkuan Zhao
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, United States
| | - Alexis D. Richaud
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, United States
| | - R. Thomas Williamson
- Department of Chemistry and Biochemistry, University of North Carolina Wilmington, Wilmington, NC 28409, United States
| | - Michael Feig
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, United States
| | - Stéphane P. Roche
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, United States
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4
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Richaud AD, Mandal S, Das A, Roche SP. Tunable CH/π Interactions within a Tryptophan Zipper Motif to Stabilize the Fold of Long β-Hairpin Peptides. ACS Chem Biol 2023; 18:2555-2563. [PMID: 37976523 PMCID: PMC11736618 DOI: 10.1021/acschembio.3c00553] [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] [Indexed: 11/19/2023]
Abstract
The tryptophan zipper (Trpzip) is an iconic folding motif of β-hairpin peptides capitalizing on two pairs of cross-strand tryptophans, each stabilized by an aromatic-aromatic stacking in an edge-to-face (EtF) geometry. Yet, the origins and the contribution of this EtF packing to the unique Trpzip stability remain poorly understood. To address this question of structure-stability relationship, a library of Trpzip hairpins was developed by incorporating readily accessible nonproteinogenic tryptophans of varying electron densities. We found that each EtF geometry was, in fact, stabilized by an intricate combination of XH/π interactions. By tuning the π-electron density of Trpface rings, CH/π interactions are strengthened to gain additional stability. On the contrary, our DFT calculations support the notion that Trpedge modulations are challenging due to their simultaneous paradoxical engagement as H-bond donors in CH/π and acceptors in NH/π interactions.
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Affiliation(s)
- Alexis D. Richaud
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, Florida 33431, United States
| | - Sourav Mandal
- Department of Chemistry, Indian Institute of Science Education and Research Pune, Pashan, Pune 411008, India
| | - Aloke Das
- Department of Chemistry, Indian Institute of Science Education and Research Pune, Pashan, Pune 411008, India
| | - Stéphane P. Roche
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, Florida 33431, United States
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Moxam J, Naylon S, Richaud AD, Zhao G, Padilla A, Roche SP. Passive Membrane Permeability of Sizable Acyclic β-Hairpin Peptides. ACS Med Chem Lett 2023; 14:278-284. [PMID: 36923919 PMCID: PMC10009788 DOI: 10.1021/acsmedchemlett.2c00486] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/24/2023] [Indexed: 01/28/2023] Open
Abstract
The recent shift toward increasingly larger drug modalities has created a significant demand for novel classes of compounds with high membrane permeability that can inhibit intracellular protein-protein interactions (PPIs). While major advances have been made in the design of cell-permeable helices, stapled β-sheets, and cyclic peptides, the development of large acyclic β-hairpins lags far behind. Therefore, we investigated a series of 26 β-hairpins (MW > 1.6 kDa) belonging to a chemical space far beyond the Lipinski "rule of five" (fbRo5) and showed that, in addition to their innate plasticity, the lipophilicity of these peptides (log D 7.4 ≈ 0 ± 0.7) can be tuned to drastically improve the balance between aqueous solubility and passive membrane permeability.
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Affiliation(s)
- Jillene Moxam
- Department
of Chemistry and Biochemistry, Florida Atlantic
University, Boca Raton, Florida 33431, United States
| | - Sarah Naylon
- Department
of Chemistry and Biochemistry, Florida Atlantic
University, Boca Raton, Florida 33431, United States
| | - Alexis D. Richaud
- Department
of Chemistry and Biochemistry, Florida Atlantic
University, Boca Raton, Florida 33431, United States
| | - Guangkuan Zhao
- Department
of Chemistry and Biochemistry, Florida Atlantic
University, Boca Raton, Florida 33431, United States
| | - Alberto Padilla
- Department
of Natural Science, Keiser University, Fort Lauderdale, Florida 33309, United States
| | - Stéphane P. Roche
- Department
of Chemistry and Biochemistry, Florida Atlantic
University, Boca Raton, Florida 33431, United States
- Center
for Molecular Biology and Biotechnology, Florida Atlantic University, Jupiter, Florida 33458, United States
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6
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Richaud AD, Zaghouani M, Zhao G, Wangpaichitr M, Savaraj N, Roche SP. Exploiting the Innate Plasticity of the Programmed Cell Death-1 (PD1) Receptor to Design Pembrolizumab H3 Loop Mimics. Chembiochem 2022; 23:e202200449. [PMID: 36082509 PMCID: PMC10029098 DOI: 10.1002/cbic.202200449] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/07/2022] [Indexed: 11/08/2022]
Abstract
Checkpoint blockade of the immunoreceptor programmed cell death-1 (PD1) with its ligand-1 (PDL1) by monoclonal antibodies such as pembrolizumab provided compelling clinical results in various cancer types, yet the molecular mechanism by which this drug blocks the PD1/PDL1 interface remains unclear. To address this question, we examined the conformational motion of PD1 associated with the binding of pembrolizumab. Our results revealed that the innate plasticity of both C'D and FG loops is crucial to form a deep binding groove (371 Å3 ) across several distant epitopes of PD1. This analysis ultimately provided a rational-design to create pembrolizumab H3 loop mimics [RDYRFDMGFD] into β-hairpin scaffolds. As a result, a 20-residue long β-hairpin peptide 1 e was identified as a first-in-class potent PD1-inhibitor (EC50 of 0.29 μM; Ki of 41 nM).
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Affiliation(s)
- Alexis D Richaud
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Mehdi Zaghouani
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Guangkuan Zhao
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, USA
| | | | - Niramol Savaraj
- Miller School of Medicine, University of Miami, Miami, FL 33458, USA
| | - Stéphane P Roche
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, FL 33431, USA
- Center for Molecular Biology and Biotechnology, Florida Atlantic University, Jupiter, FL 33458, USA
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7
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Richaud AD, Zhao G, Hobloss S, Roche SP. Folding in Place: Design of β-Strap Motifs to Stabilize the Folding of Hairpins with Long Loops. J Org Chem 2021; 86:13535-13547. [PMID: 34499510 PMCID: PMC8576641 DOI: 10.1021/acs.joc.1c01442] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Despite their pivotal role in defining antibody affinity and protein function, β-hairpins harboring long noncanonical loops remain synthetically challenging because of the large entropic penalty associated with their conformational folding. Little is known about the contribution and impact of stabilizing motifs on the folding of β-hairpins with loops of variable length and plasticity. Here, we report a design of minimalist β-straps (strap = strand + cap) that offset the entropic cost of long-loop folding. The judicious positioning of noncovalent interactions (hydrophobic cluster and salt-bridge) within the novel 8-mer β-strap design RW(V/H)W···WVWE stabilizes hairpins with up to 10-residue loops of varying degrees of plasticity (Tm up to 52 °C; 88 ± 1% folded at 18 °C). This "hyper" thermostable β-strap outperforms the previous gold-standard technology of β-strand-β-cap (16-mer) and provides a foundation for producing new classes of long hairpins as a viable and practical alternative to macrocyclic peptides.
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Affiliation(s)
- Alexis D Richaud
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, Florida 33431, United States
| | - Guangkuan Zhao
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, Florida 33431, United States
| | - Samir Hobloss
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, Florida 33431, United States
| | - Stéphane P Roche
- Department of Chemistry and Biochemistry, Florida Atlantic University, Boca Raton, Florida 33431, United States
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