1
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Samdin TD, Wang X, Fichman G, Schneider JP. Exploring the temperature dependence of β-hairpin peptide self-assembly. Faraday Discuss 2025. [PMID: 40365680 DOI: 10.1039/d5fd00018a] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2025]
Abstract
Herein, we study the role that hydrophobicity plays in the temperature-dependent self-assembly of a family of β-hairpin peptide amphiphiles through the lens of thermally folding a protein from its cold-denatured state. This was facilitated by the development of new computational tools to measure solvent-accessible charge (SAC) and solvent-accessible hydrophobicity (SAH) at the resolution of atomic groups. Peptides in their disordered states are characterized by large SAH values that shift their thermal assembly transitions to observable temperatures, which is not possible for most native proteins, allowing comparisons amongst peptides to be made. We find that peptides with large SAH values assemble into β-sheet-rich fibers at lower temperatures and at faster rates than peptides having smaller SAH values. This is consistent with peptide assembly being driven by the hydrophobic effect, which involves the release of ordered water from hydrophobic moieties during assembly. We also find that peptide SAH values correlate linearly with Tg, the midpoint of the transition defining monomeric peptide transitioning to fibrils, for peptides of similar charge. Interestingly, the data also suggest that although entropy drives assembly, the exact temperature at which the assembly transition takes place is likely influenced by additional thermodynamic considerations.
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Affiliation(s)
- Tuan D Samdin
- Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, MD 21702, USA.
| | - Xiaoyi Wang
- Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, MD 21702, USA.
| | - Galit Fichman
- Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, MD 21702, USA.
| | - Joel P Schneider
- Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, MD 21702, USA.
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2
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Yang B, Devalla D, Sonzini S, Boberg M, Gopaul S, Sundqvist M, Grant I, Jones C, Brookes S, Weidauer C, Paladino E, Mahmoudi N, van Rooyen J, Dos Santos AG, Laru J, Campbell A, Jermutus L, Bak A. Cotadutide reversible self-assembly based long-acting injectable depot for sustained delivery of GLP-1 glucagon receptor agonists with controlled burst release. J Control Release 2025; 380:647-663. [PMID: 39875074 DOI: 10.1016/j.jconrel.2025.01.064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/20/2024] [Accepted: 01/21/2025] [Indexed: 01/30/2025]
Abstract
Cotadutide (Cota) is a lipidated dual GLP-1 and Glucagon receptor agonist that was investigated for the treatment of various metabolic diseases, it is designed for once daily subcutaneous (SC) administration. Invasive daily injections can result in poor patient compliance with chronic disease, and here, we demonstrate an innovative strategy of encapsulating reversible cota self-assembled fibers within an in-situ forming depot of low molecular weight poly(lactic-co-glycolic) acid (LWPLGA) for sustained delivery GLP-1 and Glucagon receptor agonist with controlled burst release. This could be a suitable alternative to other sustained delivery strategies for fibrillating peptides. We investigated a range of cationic ions (Na+, Ca2+, Zn2+) and studied their influence on the secondary structure, morphology and the monomer release profile of cota fibers. Fibers forming hierarchy structures such as twisted filament and ribbons with beta sheet secondary structure resulted in better controlled burst. The subcutaneous administration of Ca2+ fiber/LWPLGA depot formulation in rats resulted in 60-fold reduction in maximum concentration (Cmax) compared with cota immediate release (IR) SC formulation and a prolonged plasma exposure over a month with plasma half-life extended from the 10 h observed with the cota daily formulation to 100 h. This extended-release formulation also maintains smaller peak and trough fluctuation within therapeutic window, and PK modelling of repeated dose indicates this formulation could enable a possible dose frequency of 14 days in rat with assumed therapeutic concentration (ratios of the maximum concentration and the trough concentration) Cmax/Ctrough window. This new long-acting injectable (LAI) method could open the door to transforming short-life peptides with sub-optimal half-life into candidates for weekly or even monthly dosing regimens, potentially leading to novel drug products with increased patient comfort.
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Affiliation(s)
- Bin Yang
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Biomedical Campus, Cambridge, UK.
| | - Durga Devalla
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Biomedical Campus, Cambridge, UK
| | - Silvia Sonzini
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Biomedical Campus, Cambridge, UK
| | - Mikael Boberg
- Drug Metabolism and Pharmacokinetics, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Sashi Gopaul
- Drug Metabolism and Pharmacokinetics, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Monika Sundqvist
- Drug Metabolism and Pharmacokinetics, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Iain Grant
- Pharmaceutical Technology and Development, Operations, AstraZeneca, Macclesfield, UK
| | - Christopher Jones
- Integrated Bioanalysis, R&D, AstraZeneca, Biomedical Campus, Cambridge, UK
| | - Stephanie Brookes
- Early product development and Manufacture, Pharmaceutical Sciences, R&D, AstraZeneca, Macclesfield, UK
| | - Cindy Weidauer
- Early Product Development and Manufacture, Pharmaceutical Sciences, R&D, AstraZeneca, Gothenburg, Sweden
| | - Eleonora Paladino
- Inhalation Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Gothenburg, Sweden
| | - Najet Mahmoudi
- Rutherford Appleton Laboratory, ISIS Facility, Science and Technology Facilities Council, Harwell Science & Innovation Campus, Didcot, UK
| | - Jason van Rooyen
- Diamond Light Source, Ltd, Harwell Science & Innovation Campus, Didcot, UK
| | - Ana Gomes Dos Santos
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Biomedical Campus, Cambridge, UK
| | - Johanna Laru
- Pharmaceutical Sciences, R&D, AstraZeneca, Gothenburg, Sweden
| | - Andy Campbell
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Biomedical Campus, Cambridge, UK
| | - Lutz Jermutus
- Early CVRM, R&D, AstraZeneca, Biomedical Campus, 1 Francis Avenue, Cambridge, UK
| | - Annette Bak
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Waltham, MA, USA
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3
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Pálmadóttir T, Getachew J, Ortigosa-Pascual L, Axell E, Wei J, Olsson U, Knowles TPJ, Linse S. On the reversibility of amyloid fibril formation. BIOPHYSICS REVIEWS 2025; 6:011303. [PMID: 39973975 PMCID: PMC11836874 DOI: 10.1063/5.0236947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 12/31/2024] [Indexed: 02/21/2025]
Abstract
Amyloids are elongated supramolecular protein self-assemblies. Their formation is a non-covalent assembly process and as such is fully reversible. Amyloid formation is associated with several neurodegenerative diseases, and the reversibility is key to maintaining the healthy state. Reversibility is also key to the performance of fibril-based biomaterials and functional amyloids. The reversibility can be observed by a range of spectroscopic, calorimetric, or surface-based techniques using as a starting state either a supersaturated monomer solution or diluted fibrils. Amyloid formation has the characteristics of a phase transition, and we provide some basic formalism for the reversibility and the derivation of the solubility/critical concentration. We also discuss conditions under which the dissociation of amyloids may be so slow that the process can be viewed as practically irreversible, for example, because it is slow relative to the experimental time frame or because the system at hand contains a source for constant monomer addition.
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Affiliation(s)
| | - Josef Getachew
- Biochemistry and Structural Biology, Lund University, Lund, Sweden
| | | | - Emil Axell
- Biochemistry and Structural Biology, Lund University, Lund, Sweden
| | - Jiapeng Wei
- Yusuf Hamied Chemistry Department, University of Cambridge, Cambridge, United Kingdom
| | - Ulf Olsson
- Physical Chemistry, Lund University, Lund, Sweden
| | - Tuomas P. J. Knowles
- Yusuf Hamied Chemistry Department, University of Cambridge, Cambridge, United Kingdom
| | - Sara Linse
- Biochemistry and Structural Biology, Lund University, Lund, Sweden
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4
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Pogostin BH, Godbe K, Dubackic M, Angstman I, Fox W, Giovino N, Lagator M, Payson A, LaBarca M, Frohm B, Bernfur K, Linse S, Londergan CH, Olsson U, Gentile L, Åkerfeldt KS. Insights into the Hierarchical Assembly of a Chemically Diverse Peptide Hydrogel Derived from Human Semenogelin I. ACS NANO 2024; 18:31109-31122. [PMID: 39487039 PMCID: PMC11562788 DOI: 10.1021/acsnano.4c08672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 10/23/2024] [Accepted: 10/25/2024] [Indexed: 11/04/2024]
Abstract
A peptide corresponding to a 13-residue segment of the human protein semenogelin I has been shown to generate a hydrogel consisting of amyloid-like fibrils. The relative chemical diversity (compared to synthetic de novo sequences) with 11 distinct amino acids makes this peptide (P0) an ideal candidate for investigating the role of individual residues in gelation. Herein, the N-terminal residues have been sequentially removed to furnish a series of truncated peptides, P1-P10, ranging from 12 to 3 residues in length. FTIR spectroscopy investigations reveal that P0-P6 forms a β-sheet secondary structure while shorter sequences do not self-assemble. Site-specific isotope labeling of the amide backbone of P0-P2 with the IR-sensitive vibrational probe 13C═O yields FTIR spectra indicative of the initial formation of a kinetic product that slowly transforms into a structurally different thermodynamic product. The effects of the isotopic labels on the IR spectra facilitate the assignment of parallel and antiparallel structures, which are sometimes coexistent. Additional IR studies of three PheCN-labeled P0 sequences are consistent with an H-bonded β-sheet amide core, spanning the 7 central residues. The macromolecular assembly of peptides that form β-sheets was assessed by cryo-TEM, SAXS/WAXS, and rheology. Cryo-TEM images of peptides P1-P6 display μm-long nanofibrils. Peptides P0-P3 generate homogeneous hydrogels composed of colloidally stable nanofibrils, and P4-P6 undergo phase separation due to the accumulation of attractive interfibrillar interactions. Three amino acid residues, Ser39, Phe40, and Gln43, were identified to be of particular interest in the truncated peptide series as the removal of any one of them, as the sequence shortens, leads to a major change in material properties.
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Affiliation(s)
- Brett H. Pogostin
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
- Department
of Physical Chemistry, Lund University, PO Box 124, Lund SE-221 00, Sweden
| | - Kerilyn Godbe
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Marija Dubackic
- Department
of Physical Chemistry, Lund University, PO Box 124, Lund SE-221 00, Sweden
| | - Isabelle Angstman
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - William Fox
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Natalie Giovino
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Matija Lagator
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Abigail Payson
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Marisa LaBarca
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Birgitta Frohm
- Biochemistry
and Structural Biology, Lund University, PO Box 124, Lund SE-221 00, Sweden
| | - Katja Bernfur
- Biochemistry
and Structural Biology, Lund University, PO Box 124, Lund SE-221 00, Sweden
| | - Sara Linse
- Biochemistry
and Structural Biology, Lund University, PO Box 124, Lund SE-221 00, Sweden
| | - Casey H. Londergan
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Ulf Olsson
- Department
of Physical Chemistry, Lund University, PO Box 124, Lund SE-221 00, Sweden
| | - Luigi Gentile
- Department
of Physical Chemistry, Lund University, PO Box 124, Lund SE-221 00, Sweden
- Department
of Chemistry, University of Bari Aldo Moro, Via Orabona 4, Bari 70126, Italy
| | - Karin S. Åkerfeldt
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
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5
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Sangji MH, Lee SR, Sai H, Weigand S, Palmer LC, Stupp SI. Self-Sorting vs Coassembly in Peptide Amphiphile Supramolecular Nanostructures. ACS NANO 2024; 18:15878-15887. [PMID: 38848478 DOI: 10.1021/acsnano.4c03083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2024]
Abstract
The functionality of supramolecular nanostructures can be expanded if systems containing multiple components are designed to either self-sort or mix into coassemblies. This is critical to gain the ability to craft self-assembling materials that integrate functions, and our understanding of this process is in its early stages. In this work, we have utilized three different peptide amphiphiles with the capacity to form β-sheets within supramolecular nanostructures and found binary systems that self-sort and others that form coassemblies. This was measured using atomic force microscopy to reveal the nanoscale morphology of assemblies and confocal laser scanning microscopy to determine the distribution of fluorescently labeled monomers. We discovered that PA assemblies with opposite supramolecular chirality self-sorted into chemically distinct nanostructures. In contrast, the PA molecules that formed a mixture of right-handed, left-handed, and flat nanostructures on their own were able to coassemble with the other PA molecules. We attribute this phenomenon to the energy barrier associated with changing the handedness of a β-sheet twist in a coassembly of two different PA molecules. This observation could be useful for designing biomolecular nanostructures with dual bioactivity or interpenetrating networks of PA supramolecular assemblies.
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Affiliation(s)
- M Hussain Sangji
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Sieun Ruth Lee
- Department of Materials Science and Engineering, Northwestern University, 2220 Campus Drive, Evanston, Illinois 60208, United States
| | - Hiroaki Sai
- Simpson Querrey Institute for BioNanotechnology, Northwestern University, 303 E Superior St., Chicago, Illinois 60611, United States
| | - Steven Weigand
- DuPont-Northwestern-Dow Collaborative Access Team Synchrotron Research Center, Northwestern University, Advanced Photon Source/Argonne National Laboratory 432-A004, Argonne, Illinois 60439, United States
| | - Liam C Palmer
- Simpson Querrey Institute for BioNanotechnology, Northwestern University, 303 E Superior St., Chicago, Illinois 60611, United States
- Department of Chemistry, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Samuel I Stupp
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Department of Materials Science and Engineering, Northwestern University, 2220 Campus Drive, Evanston, Illinois 60208, United States
- Simpson Querrey Institute for BioNanotechnology, Northwestern University, 303 E Superior St., Chicago, Illinois 60611, United States
- Department of Chemistry, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Department of Medicine, Northwestern University, 676 N St. Clair Street, Chicago, Illinois 60611, United States
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6
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Zheng R, Zhao M, Du JS, Sudarshan TR, Zhou Y, Paravastu AK, De Yoreo JJ, Ferguson AL, Chen CL. Assembly of short amphiphilic peptoids into nanohelices with controllable supramolecular chirality. Nat Commun 2024; 15:3264. [PMID: 38627405 PMCID: PMC11021492 DOI: 10.1038/s41467-024-46839-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 03/12/2024] [Indexed: 04/19/2024] Open
Abstract
A long-standing challenge in bioinspired materials is to design and synthesize synthetic materials that mimic the sophisticated structures and functions of natural biomaterials, such as helical protein assemblies that are important in biological systems. Herein, we report the formation of a series of nanohelices from a type of well-developed protein-mimetics called peptoids. We demonstrate that nanohelix structures and supramolecular chirality can be well-controlled through the side-chain chemistry. Specifically, the ionic effects on peptoids from varying the polar side-chain groups result in the formation of either single helical fiber or hierarchically stacked helical bundles. We also demonstrate that the supramolecular chirality of assembled peptoid helices can be controlled by modifying assembling peptoids with a single chiral amino acid side chain. Computational simulations and theoretical modeling predict that minimizing exposure of hydrophobic domains within a twisted helical form presents the most thermodynamically favorable packing of these amphiphilic peptoids and suggests a key role for both polar and hydrophobic domains on nanohelix formation. Our findings establish a platform to design and synthesize chiral functional materials using sequence-defined synthetic polymers.
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Affiliation(s)
- Renyu Zheng
- Department of Chemical Engineering, University of Washington, Seattle, WA, 98195, USA
- Physical Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Mingfei Zhao
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, 60637, USA
| | - Jingshan S Du
- Physical Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Tarunya Rao Sudarshan
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Yicheng Zhou
- Physical Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Anant K Paravastu
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Parker H. Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - James J De Yoreo
- Physical Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
- Department of Materials Science, University of Washington, Seattle, WA, 98195, USA
| | - Andrew L Ferguson
- Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL, 60637, USA
| | - Chun-Long Chen
- Department of Chemical Engineering, University of Washington, Seattle, WA, 98195, USA.
- Physical Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99352, USA.
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7
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Bhowmik S, Ghosh T, Sanghvi YS, Das AK. Synthesis and Structural Studies of Nucleobase Functionalized Hydrogels for Controlled Release of Vitamins. ACS APPLIED BIO MATERIALS 2023; 6:5301-5309. [PMID: 37971725 DOI: 10.1021/acsabm.3c00582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
The development of biomolecule-derived biocompatible scaffolds for drug delivery applications is an emerging research area. Herein, we have synthesized a series of nucleobase guanine (G) functionalized amino acid conjugates having different chain lengths to study their molecular self-assembly in the hydrogel state. The gelation properties have been induced by the correct choice of chain lengths of fatty acids present in nucleobase functionalized molecules. The effect of alkali metal cations, pH, and the concentration of nucleobase functionalized amino acid conjugates in the molecular self-assembly process has been explored. The presence of Hoogsteen hydrogen bonding interaction drives the formation of a G-quadruplex functionalized hydrogel. The DOSY nuclear magnetic resonance is also performed to evaluate the self-assembling behavior of the newly formed nucleobase functionalized hydrogel. The nanofibrillar morphology is responsible for the formation of a hydrogel, which has been confirmed by various microscopic experiments. The mechanical behaviors of the hydrogel were evaluated by rheological experiments. The in vitro biostability of the synthesized nucleobase amino acid conjugate is also investigated in the presence of hydrolytic enzymes proteinase K and chymotrypsin. Finally, the nucleobase functionalized hydrogel has been used as a drug delivery platform for the control and sustained pH-responsive release of vitamins B2 and B12. This synthesized nucleobase functionalized hydrogel also exhibits noncytotoxic behavior, which has been evaluated by their in vitro cell viability experiment using HEK 293 and MCF-7 cell lines.
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Affiliation(s)
- Sourav Bhowmik
- Department of Chemistry, Indian Institute of Technology Indore, Indore 453552, India
| | - Tapas Ghosh
- Department of Chemistry, Indian Institute of Technology Indore, Indore 453552, India
| | - Yogesh S Sanghvi
- Rasayan Inc., 2802 Crystal Ridge Road, Encinitas, California 92024-6615, United States
| | - Apurba K Das
- Department of Chemistry, Indian Institute of Technology Indore, Indore 453552, India
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8
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Chu S, Wang AL, Bhattacharya A, Montclare JK. Protein Based Biomaterials for Therapeutic and Diagnostic Applications. PROGRESS IN BIOMEDICAL ENGINEERING (BRISTOL, ENGLAND) 2022; 4:012003. [PMID: 34950852 PMCID: PMC8691744 DOI: 10.1088/2516-1091/ac2841] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Proteins are some of the most versatile and studied macromolecules with extensive biomedical applications. The natural and biological origin of proteins offer such materials several advantages over their synthetic counterparts, such as innate bioactivity, recognition by cells and reduced immunogenic potential. Furthermore, proteins can be easily functionalized by altering their primary amino acid sequence and can often be further self-assembled into higher order structures either spontaneously or under specific environmental conditions. This review will feature the recent advances in protein-based biomaterials in the delivery of therapeutic cargo such as small molecules, genetic material, proteins, and cells. First, we will discuss the ways in which secondary structural motifs, the building blocks of more complex proteins, have unique properties that enable them to be useful for therapeutic delivery. Next, supramolecular assemblies, such as fibers, nanoparticles, and hydrogels, made from these building blocks that are engineered to behave in a cohesive manner, are discussed. Finally, we will cover additional modifications to protein materials that impart environmental responsiveness to materials. This includes the emerging field of protein molecular robots, and relatedly, protein-based theranostic materials that combine therapeutic potential with modern imaging modalities, including near-infrared fluorescence spectroscopy (NIRF), single-photo emission computed tomography/computed tomography (SPECT/CT), positron emission tomography (PET), magnetic resonance imaging (MRI), and ultrasound/photoacoustic imaging (US/PAI).
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Affiliation(s)
- Stanley Chu
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, NY, USA
| | - Andrew L Wang
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, NY, USA
- Department of Biomedical Engineering, State University of New York Downstate Medical Center, Brooklyn, NY, USA
- College of Medicine, State University of New York Downstate Medical Center, Brooklyn, NY, USA
| | - Aparajita Bhattacharya
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, NY, USA
- Department of Molecular and Cellular Biology, State University of New York Downstate Medical Center, Brooklyn, NY, USA
| | - Jin Kim Montclare
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, NY, USA
- Department of Chemistry, NYU, New York, NY, USA
- Department of Biomaterials, NYU College of Dentistry, New York, NY, USA
- Department of Radiology, NYU Langone Health, New York, NY, USA
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9
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Crystalline Supramolecular Polymers: Dynamics, Chirality, and Function. Isr J Chem 2021. [DOI: 10.1002/ijch.202100104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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10
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Lattanzi V, André I, Gasser U, Dubackic M, Olsson U, Linse S. Amyloid β 42 fibril structure based on small-angle scattering. Proc Natl Acad Sci U S A 2021; 118:e2112783118. [PMID: 34815346 PMCID: PMC8640717 DOI: 10.1073/pnas.2112783118] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/19/2021] [Indexed: 01/30/2023] Open
Abstract
Amyloid fibrils are associated with a number of neurodegenerative diseases, including fibrils of amyloid β42 peptide (Aβ42) in Alzheimer's disease. These fibrils are a source of toxicity to neuronal cells through surface-catalyzed generation of toxic oligomers. Detailed knowledge of the fibril structure may thus facilitate therapeutic development. We use small-angle scattering to provide information on the fibril cross-section dimension and shape for Aβ42 fibrils prepared in aqueous phosphate buffer at pH = 7.4 and pH 8.0 under quiescent conditions at 37 °C from pure recombinant Aβ42 peptide. Fitting the data using a continuum model reveals an elliptical cross-section and a peptide mass-per-unit length compatible with two filaments of two monomers, four monomers per plane. To provide a more detailed atomistic model, the data were fitted using as a starting state a high-resolution structure of the two-monomer arrangement in filaments from solid-state NMR (Protein Data Bank ID 5kk3). First, a twofold symmetric model including residues 11 to 42 of two monomers in the filament was optimized in terms of twist angle and local packing using Rosetta. A two-filament model was then built and optimized through fitting to the scattering data allowing the two N-termini in each filament to take different conformations, with the same conformation in each of the two filaments. This provides an atomistic model of the fibril with twofold rotation symmetry around the fibril axis. Intriguingly, no polydispersity as regards the number of filaments was observed in our system over separate samples, suggesting that the two-filament arrangement represents a free energy minimum for the Aβ42 fibril.
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Affiliation(s)
- Veronica Lattanzi
- Biochemistry and Structural Biology, Lund University, SE-22100 Lund, Sweden;
- Division of Physical Chemistry, Lund University, SE-22100 Lund, Sweden
| | - Ingemar André
- Biochemistry and Structural Biology, Lund University, SE-22100 Lund, Sweden
| | - Urs Gasser
- Laboratory for Neutron Scattering and Imaging, Paul Scherrer Institut, 5232 Villigen PSI, Switzerland
| | - Marija Dubackic
- Biochemistry and Structural Biology, Lund University, SE-22100 Lund, Sweden
- Division of Physical Chemistry, Lund University, SE-22100 Lund, Sweden
| | - Ulf Olsson
- Division of Physical Chemistry, Lund University, SE-22100 Lund, Sweden
| | - Sara Linse
- Biochemistry and Structural Biology, Lund University, SE-22100 Lund, Sweden
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11
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Sangji MH, Sai H, Chin SM, Lee SR, R Sasselli I, Palmer LC, Stupp SI. Supramolecular Interactions and Morphology of Self-Assembling Peptide Amphiphile Nanostructures. NANO LETTERS 2021; 21:6146-6155. [PMID: 34259001 DOI: 10.1021/acs.nanolett.1c01737] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
The morphology of supramolecular peptide nanostructures is difficult to predict given their complex energy landscapes. We investigated peptide amphiphiles containing β-sheet forming domains that form twisted nanoribbons in water. We explained the morphology based on a balance between the energetically favorable packing of molecules in the center of the nanostructures, the unfavorable packing at the edges, and the deformations due to packing of twisted β-sheets. We find that morphological polydispersity of PA nanostructures is determined by peptide sequences, and the twisting of their internal β-sheets. We also observed a change in the supramolecular chirality of the nanostructures as the peptide sequence was modified, although only amino acids with l-configuration were used. Upon increasing charge repulsion between molecules, we observed a change in morphology to long cylinders and then rodlike fragments and spherical micelles. Understanding the self-assembly mechanisms of peptide amphiphiles into nanostructures should be useful to optimize their well-known functions.
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Affiliation(s)
- M Hussain Sangji
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Center for Bio-Inspired Energy Science, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Hiroaki Sai
- Simpson Querrey Institute, Northwestern University, 303 E Superior, Chicago, Illinois 60611, United States
- Center for Bio-Inspired Energy Science, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Stacey M Chin
- Department of Chemistry, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Sieun Ruth Lee
- Department of Materials Science and Engineering, 2220 Campus Drive, Evanston, Illinois 60208, United States
| | - Ivan R Sasselli
- Department of Chemistry, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Simpson Querrey Institute, Northwestern University, 303 E Superior, Chicago, Illinois 60611, United States
| | - Liam C Palmer
- Department of Chemistry, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Simpson Querrey Institute, Northwestern University, 303 E Superior, Chicago, Illinois 60611, United States
- Center for Bio-Inspired Energy Science, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Samuel I Stupp
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Department of Materials Science and Engineering, 2220 Campus Drive, Evanston, Illinois 60208, United States
- Department of Chemistry, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Department of Medicine, Northwestern University, 676 N St. Clair, Chicago, Illinois 60611, United States
- Simpson Querrey Institute, Northwestern University, 303 E Superior, Chicago, Illinois 60611, United States
- Center for Bio-Inspired Energy Science, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
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12
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Narayanan T, Rüter A, Olsson U. Multiscale Structural Elucidation of Peptide Nanotubes by X-Ray Scattering Methods. Front Bioeng Biotechnol 2021; 9:654339. [PMID: 33855016 PMCID: PMC8039368 DOI: 10.3389/fbioe.2021.654339] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 02/16/2021] [Indexed: 11/26/2022] Open
Abstract
This mini-review presents the structural investigations of the self-assembled peptide nanotubes using X-ray scattering techniques. As compared to electron microscopy, scattering methods enable studies of nanotubes in solution under the appropriate physicochemical conditions and probe their formation mechanism. In addition, a combination of X-ray scattering methods allow the elucidation of structural organization from the molecular scale to the dimension of nanotubes.
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Affiliation(s)
| | - Axel Rüter
- Division of Physical Chemistry, Lund University, Lund, Sweden
| | - Ulf Olsson
- Division of Physical Chemistry, Lund University, Lund, Sweden
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13
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Lassenberger A, Martel A, Porcar L, Baccile N. Interpenetrated biosurfactant-silk fibroin networks - a SANS study. SOFT MATTER 2021; 17:2302-2314. [PMID: 33480918 DOI: 10.1039/d0sm01869d] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Silk fibroin (SF) based hydrogels have been exploited for years for their inherent biocompatibility and favorable mechanical properties which makes them interesting for biotechnology applications. In this study we investigate silk based composite hydrogels where pH-sensitive, anionic biosurfactant assemblies (sophorolipids SL-C18 : 1 and SL-C18 : 0), are employed to improve the present properties of SF. Results suggest that the presence of SL surfactant assemblies leads to faster gelling of SF by accelerating the refolding from random coil to β-sheet as shown by infrared and UV-visible spectroscopy. Small angle neutron scattering (SANS) including contrast matching studies show that SF and SL assemblies coexist in a fibrillary network that is, in the case of SL-C18 : 0, interpenetrating. The resulting overall network structure in composite gels is slightly more affected by SL-C18 : 1 than by SL-C18 : 0, whereas the structure of both SF and surfactant assemblies remains unchanged. No disassembly of SL surfactant structures is observed, which gives a new perspective on SF-surfactant interactions. The hydrophobic effect within SF is favored in the presence of SL, leading to faster refolding of SF into β-sheet conformation. The presented composite gels, being an interpenetrating network of which one compound (SL-C18 : 0) can be tweaked by pH, open an interesting option towards improved workability and stimuli responsive mechanical properties of SF based hydrogels with possible applications in controlled cell culture and tissue engineering or drug delivery. The presented SANS analysis approach has the potential to be expanded to other protein-surfactant systems and composite hydrogels.
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Affiliation(s)
- Andrea Lassenberger
- Institut Laue-Langevin, 71 Avenue des Martyrs, 38042 Grenoble Cedex 9, France.
| | - Anne Martel
- Institut Laue-Langevin, 71 Avenue des Martyrs, 38042 Grenoble Cedex 9, France.
| | - Lionel Porcar
- Institut Laue-Langevin, 71 Avenue des Martyrs, 38042 Grenoble Cedex 9, France.
| | - Niki Baccile
- Centre National de la Recherche Scientifique, Laboratoire de Chimie de la Matière Condensée de Paris, LCMCP, Sorbonne Université, Paris F-75005, France.
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14
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Zhao Y, Hu X, Zhang L, Wang D, King SM, Rogers SE, Wang J, Lu JR, Xu H. Monolayer wall nanotubes self-assembled from short peptide bolaamphiphiles. J Colloid Interface Sci 2021; 583:553-562. [DOI: 10.1016/j.jcis.2020.09.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 09/07/2020] [Accepted: 09/07/2020] [Indexed: 12/29/2022]
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15
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Koder Hamid M, Rüter A, Kuczera S, Olsson U. Slow Dissolution Kinetics of Model Peptide Fibrils. Int J Mol Sci 2020; 21:ijms21207671. [PMID: 33081320 PMCID: PMC7590008 DOI: 10.3390/ijms21207671] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/06/2020] [Accepted: 10/08/2020] [Indexed: 11/25/2022] Open
Abstract
Understanding the kinetics of peptide self-assembly is important because of the involvement of peptide amyloid fibrils in several neurodegenerative diseases. In this paper, we have studied the dissolution kinetics of self-assembled model peptide fibrils after a dilution quench. Due to the low concentrations involved, the experimental method of choice was isothermal titration calorimetry (ITC). We show that the dissolution is a strikingly slow and reaction-limited process, that can be timescale separated from other rapid processes associated with dilution in the ITC experiment. We argue that the rate-limiting step of dissolution involves the breaking up of inter-peptide β–sheet hydrogen bonds, replacing them with peptide–water hydrogen bonds. Complementary pH experiments revealed that the self-assembly involves partial deprotonation of the peptide molecules.
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16
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Rüter A, Kuczera S, Stenhammar J, Zinn T, Narayanan T, Olsson U. Tube to ribbon transition in a self-assembling model peptide system. Phys Chem Chem Phys 2020; 22:18320-18327. [PMID: 32785353 DOI: 10.1039/d0cp03204b] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Peptides that self-assemble into β-sheet rich aggregates are known to form a large variety of supramolecular shapes, such as ribbons, tubes or sheets. However, the underlying thermodynamic driving forces for such different structures are still not fully understood, limiting their potential applications. In the AnK peptide system (A = alanine, K = lysine), a structural transition from tubes to ribbons has been shown to occur upon an increase of the peptide length, n, from 6 to 8. In this work we analyze this transition by means of a simple thermodynamic model. We consider three energy contributions to the total free energy: an interfacial tension, a penalty for deviating from the optimal β-sheet twist angle, and a hydrogen bond deformation when the β-sheets adopt a specific self-assembled structure. Whilst the first two contributions merely provide similar constant energy offsets, the hydrogen bond deformations differ depending on the studied structure. Consequently, the tube structure is thermodynamically favored for shorter AnK peptides, with a crossover at n≈ 13. This qualitative agreement of the model with the experimental observations shows, that we have achieved a good understanding of the underlying thermodynamic features within the self-assembling AnK system.
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Affiliation(s)
- Axel Rüter
- Division of Physical Chemistry, Lund University, SE-22100 Lund, Sweden.
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17
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Del Giudice A, Rüter A, Pavel NV, Galantini L, Olsson U. Self-Assembly of Model Amphiphilic Peptides in Nonaqueous Solvents: Changing the Driving Force for Aggregation Does Not Change the Fibril Structure. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2020; 36:8451-8460. [PMID: 32597180 PMCID: PMC8009514 DOI: 10.1021/acs.langmuir.0c00876] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Within the homologous series of amphiphilic peptides AnK, both A8K and A10K self-assemble in water to form twisted ribbon fibrils with lengths around 100 nm. The structure of the fibrils can be described in terms of twisted β-sheets extending in the direction of the fibrils, laminated to give a constant cross section of 4 nm by 8 nm. The finite width of the twisted ribbons can be reasonably explained within a simple thermodynamic model, considering a free energy penalty for the stretching of hydrogen bonds along the twisted β-sheets and an interfacial free energy gain for the lamination of the hydrophobic β-sheets. In this study, we characterize the self-assembly behavior of these peptides in nonaqueous solutions as a route to probe the role of hydrophobic interaction in fibril stabilization. Both peptides, in methanol and N,N-dimethylformamide, were found to form fibrillar aggregates with the same β-sheet structure as in water but with slightly smaller cross-sectional sizes. However, the gel-like texture, the slow relaxation in dynamic light scattering experiments, and a correlation peak in the small-angle X-ray scattering pattern highlighted enhanced interfibril interactions in the nonaqueous solvents in the same concentration range. This could be ascribed to a higher effective volume of the aggregates because of enhanced fibril growth and length, as suggested by light scattering and cryogenic transmission electron microscopy analyses. These effects can be discussed considering how the solvent properties affect the different energetic contributions (hydrophobic, electrostatic, and hydrogen bonding) to fibril formation. In the analyzed case, the decreased hydrogen bonding propensity of the nonaqueous solvents makes the hydrogen bond formation along the fibril a key driving force for peptide assembly, whereas it represents a nonrelevant contribution in water.
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Affiliation(s)
- Alessandra Del Giudice
- Department
of Chemistry, Sapienza University of Rome, P. le A. Moro 5, Rome 00185, Italy
| | - Axel Rüter
- Division
of Physical Chemistry, Lund University, Lund SE-22100, Sweden
| | - Nicolae Viorel Pavel
- Department
of Chemistry, Sapienza University of Rome, P. le A. Moro 5, Rome 00185, Italy
| | - Luciano Galantini
- Department
of Chemistry, Sapienza University of Rome, P. le A. Moro 5, Rome 00185, Italy
| | - Ulf Olsson
- Division
of Physical Chemistry, Lund University, Lund SE-22100, Sweden
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18
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Kuczera S, Rüter A, Roger K, Olsson U. Two Dimensional Oblique Molecular Packing within a Model Peptide Ribbon Aggregate. Chemphyschem 2020; 21:1519-1523. [PMID: 32573909 PMCID: PMC7496194 DOI: 10.1002/cphc.201901126] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 04/29/2020] [Indexed: 11/12/2022]
Abstract
A10 K (A=alanine, K=lysine) model peptides self-assemble into ribbon-like β-sheet aggregates. Here, we report an X-ray diffraction investigation on a flow-aligned dispersion of these self-assembly structures. The two-dimensional wide-angle X-ray scattering pattern suggests that peptide pack in a two-dimensional oblique lattice, essentially identical to the crystalline packing of polyalanine, An (for n>4). One side of the oblique unit cell, corresponding to the anti-parallel β-sheet, is oriented along the ribbon's axis. Together with recently published small angle X-ray scattering data of the same system, this work thus yields a detailed description of the self-assembled ribbon aggregates, down to the molecular length scale. Notably, our results highlight the importance of the crystalline peptide packing within its self-assembly aggregates, which is often neglected.
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Affiliation(s)
- Stefan Kuczera
- Division of Physical ChemistryLund UniversitySE-22100LundSweden
- Institute of Clinical SciencesSahlgrenska AcademyGothenburg UniversityGothenburgSE-405 30Sweden
| | - Axel Rüter
- Division of Physical ChemistryLund UniversitySE-22100LundSweden
| | - Kevin Roger
- Laboratoire de Génie ChimiqueUniversité de ToulouseCNRSInstitut National Polytechnique de ToulouseUniversité Paul Sabatier31030ToulouseFrance
| | - Ulf Olsson
- Division of Physical ChemistryLund UniversitySE-22100LundSweden
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19
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Rüter A, Kuczera S, Gentile L, Olsson U. Arrested dynamics in a model peptide hydrogel system. SOFT MATTER 2020; 16:2642-2651. [PMID: 32119019 DOI: 10.1039/c9sm02244a] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
We report here on a peptide hydrogel system, which in contrast to most other such systems, is made up of relatively short fibrillar aggregates, discussing resemblance with colloidal rods. The synthetic model peptides A8K and A10K, where A denotes alanine and K lysine, self-assemble in aqueous solutions into ribbon-like aggregates having an average length 〈L〉 on the order of 100 nm and with a diameter d≈ 6 nm. The aggregates can be seen as weakly charged rigid rods and they undergo an isotropic to nematic phase transition at higher concentrations. Translational motion perpendicular to the rod axis gets strongly hindered when the concentration is increased above the overlap concentration. Similarly, the rotational motion is hindered, leading to very long stress relaxation times. The peptide self-assembly is driven by hydrophobic interactions and due to a net peptide charge the system is colloidally stable. However, at the same time short range, presumably hydrophobic, attractive interactions appear to affect the rheology of the system. Upon screening the long range electrostatic repulsion, with the addition of salt, the hydrophobic attraction becomes more dominant and we observe a transition from a repulsive glassy state to an attractive gel-state of the rod-like peptide aggregates.
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Affiliation(s)
- Axel Rüter
- Division of Physical Chemistry, Lund University, SE-22100 Lund, Sweden.
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20
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Liu J, Tian M, Shen L. Nanopatterned Polymer Surface Modulates Twist Polymorphism in a Single Amyloid Fibril. Macromol Rapid Commun 2020; 41:e1900619. [PMID: 32125062 DOI: 10.1002/marc.201900619] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Revised: 01/30/2020] [Accepted: 02/20/2020] [Indexed: 01/02/2023]
Abstract
The periodic twist behaviors of amyloid fibrils initiated and formed on block copolymer films with nanoscale features are studied. The discovery of twist variations even in a single amyloid fibril is reported: the fibril can vary its twist extents in response to the underlying nanopatterned surfaces by keeping its neighboring crossover sections right above the periodic nanodomains and tuning the distance between neighboring crossover sections based on either the periodic nanodomain distance or the fibril contour direction. This nanopattern-induced twist polymorphism arises from the fibril's two edges, exhibiting different hydrophobic interactions with the periodic nanodomains, as demonstrated by simulation studies. This work contributes to the understanding of surface effects on twist polymorphism in amyloid fibril structures that may be important to fibril polymorphism in amyloid pathologies and bioapplications of amyloid fibrils.
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Affiliation(s)
- Jingjing Liu
- Wuhan University of Technology, Wuhan, 430074, China
| | - Mengting Tian
- Wuhan University of Technology, Wuhan, 430074, China
| | - Lei Shen
- Wuhan University of Technology, Wuhan, 430074, China
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21
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McAulay K, Ucha PA, Wang H, Fuentes-Caparrós AM, Thomson L, Maklad O, Khunti N, Cowieson N, Wallace M, Cui H, Poole RJ, Seddon A, Adams DJ. Controlling the properties of the micellar and gel phase by varying the counterion in functionalised-dipeptide systems. Chem Commun (Camb) 2020; 56:4094-4097. [DOI: 10.1039/d0cc01252a] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The micellar aggregates formed at high pH for dipeptide-based gelators can be varied by using different alkali metal salts to prepare the solutions.
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Affiliation(s)
- Kate McAulay
- School of Chemistry
- University of Glasgow
- Glasgow
- UK
| | - Pedro Agís Ucha
- School of Chemistry
- University of Glasgow
- Glasgow
- UK
- Department of Chemical Engineering
| | - Han Wang
- Department of Chemical and Biomolecular Engineering
- Whiting School of Engineering
- Johns Hopkins University
- Baltimore
- USA
| | | | - Lisa Thomson
- School of Chemistry
- University of Glasgow
- Glasgow
- UK
| | - Osama Maklad
- School of Engineering
- University of Liverpool
- Liverpool
- UK
| | - Nikul Khunti
- Diamond Light Source Ltd
- Harwell Science and Innovation Campus
- Didcot
- UK
| | - Nathan Cowieson
- Diamond Light Source Ltd
- Harwell Science and Innovation Campus
- Didcot
- UK
| | | | - Honggang Cui
- Department of Chemical and Biomolecular Engineering
- Whiting School of Engineering
- Johns Hopkins University
- Baltimore
- USA
| | | | - Annela Seddon
- School of Physics
- HH Wills Physics Laboratory
- University of Bristol
- Bristol
- UK
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