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Yan Y, Shen Y, Mahmoudi N, Li P, Tellam J, Campbell RA, Barlow DJ, Edkins K, Leach AG, Lawrence MJ. Dynamic self-assembled meso-structures formed across a wide concentration range in aqueous solutions of propranolol hydrochloride. J Colloid Interface Sci 2025; 683:1135-1149. [PMID: 39729808 DOI: 10.1016/j.jcis.2024.12.131] [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: 10/02/2024] [Revised: 12/16/2024] [Accepted: 12/17/2024] [Indexed: 12/29/2024]
Abstract
HYPOTHESIS Nanoscale characterisation of the self-associated species formed by amphiphilic pharmaceuticals in aqueous solution carries relevance across their entire journey from development through to manufacture - relevant, therefore, not only as regards formulation of the drug products as medicines, but also potentially relevant to their bioavailability, activity, and clinical side effects. Such knowledge and understanding, however, can only be fully secured by applying a range of experimental and theoretical methodologies. EXPERIMENTS Herein, we apply a synergistic combination of solubility, surface tension, SANS, NMR and UV spectroscopic studies, together with MD simulation and QM calculations, to investigate the meso-structures of propranolol hydrochloride aggregates in bulk aqueous solutions, at concentrations spanning 2.5 mM to > 200 mM. In addition, we explore the effects of adding NaCl to mimic the ionic strength of physiological fluids, and the differences between racemate and single enantiomer. FINDINGS There is a continuum of particle sizes shown to exist across the entire concentration range, with molecules joining and leaving on the nanosecond timescale, and with the distributions of aggregate sizes varying with drug and salt concentration. Given that propranolol is a highly prescribed (WHO essential) medicine, disfavouring aggregators from consideration in high-throughput screening for potential new drug candidates - as many have advocated - should thus be done cautiously.
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Affiliation(s)
- Yixuan Yan
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK.
| | - Yichun Shen
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK
| | - Najet Mahmoudi
- ISIS Pulsed Neutron and Muon Source, Rutherford Appleton Laboratory, Chilton, Didcot OX11 0QX, UK
| | - Peixun Li
- Deuteration Facility, ISIS Pulsed Neutron and Muon Source, Rutherford Appleton Laboratory, STFC, Chilton, Didcot OX11 0QX, UK
| | - James Tellam
- Deuteration Facility, ISIS Pulsed Neutron and Muon Source, Rutherford Appleton Laboratory, STFC, Chilton, Didcot OX11 0QX, UK
| | - Richard A Campbell
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK
| | - David J Barlow
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK
| | - Katharina Edkins
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK; Institute of Pharmacy and Biomedical Sciences, Strathclyde University, 161 Cathedral Street, Glasgow G4 0RE, UK
| | - Andrew G Leach
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK
| | - M Jayne Lawrence
- School of Health Sciences, Stopford Building, The University of Manchester, Oxford Road, Manchester M13 9PT, UK
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Headen TF, Cullen PL, Patel R, Taylor A, Skipper NT. The structures of liquid pyridine and naphthalene: the effects of heteroatoms and core size on aromatic interactions. Phys Chem Chem Phys 2018; 20:2704-2715. [DOI: 10.1039/c7cp06689a] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Spatial and orientational structures of liquid naphthalene and pyridine revealed using neutron scattering combined with empirical potential structure refinement.
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Affiliation(s)
- T. F. Headen
- ISIS Neutron Facility, STFC Rutherford Appleton Laboratory, Harwell Campus
- Didcot
- UK
| | - P. L. Cullen
- University College London, Dept. Physics and Astronomy
- London
- UK
| | - R. Patel
- University College London, Dept. Physics and Astronomy
- London
- UK
| | - A. Taylor
- University College London, Dept. Physics and Astronomy
- London
- UK
| | - N. T. Skipper
- University College London, Dept. Physics and Astronomy
- London
- UK
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Kumar S, Das A. Mimicking trimeric interactions in the aromatic side chains of the proteins: A gas phase study of indole…(pyrrole)2 heterotrimer. J Chem Phys 2012; 136:174302. [DOI: 10.1063/1.4706517] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
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Majumder M, Sathyamurthy N. A theoretical investigation on the effect of π–π stacking interaction on 1H isotropic chemical shielding in certain homo- and hetero-nuclear aromatic systems. Theor Chem Acc 2012. [DOI: 10.1007/s00214-012-1092-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Valdes H, Spiwok V, Rezac J, Reha D, Abo-Riziq A, de Vries M, Hobza P. Potential-Energy and Free-Energy Surfaces of Glycyl-Phenylalanyl-Alanine (GFA) Tripeptide: Experiment and Theory. Chemistry 2008; 14:4886-98. [DOI: 10.1002/chem.200800085] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Kaziannis S, Kosmidis C, Lyras A. Alignment of Ethyl Halide Molecules (C2H5X, X= I, Br, Cl) Induced by Strong ps Laser Irradiation. J Phys Chem A 2008; 112:4754-64. [DOI: 10.1021/jp710540r] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- S. Kaziannis
- Department of Physics, University of Ioannina, 45110 Ioannina, Greece
| | - C. Kosmidis
- Department of Physics, University of Ioannina, 45110 Ioannina, Greece
| | - A. Lyras
- Department of Physics, University of Ioannina, 45110 Ioannina, Greece
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Kim T, Felker PM. Vibrational spectroscopy and dynamics in the CH-stretch region of fluorene by IVR-assisted, ionization-gain stimulated Raman spectroscopy. J Phys Chem A 2007; 111:12466-70. [PMID: 17924611 DOI: 10.1021/jp075053i] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
We report stimulated Raman spectra at 0.2 and 0.03 cm(-1) resolution in the CH-stretching region of jet-cooled fluorene. The results were obtained by a version of ionization-gain stimulated Raman spectroscopy in which resonant two-photon ionization probing of the state-population changes arising from stimulated Raman transitions is assisted by the process of intramolecular vibrational redistribution (IVR) in the Raman-excited molecule. The fluorene spectra reveal extensive vibrational coupling interactions involving both the aliphatic and aromatic CH-stretching first excited states with nearby background states. Results pertaining to the symmetric aliphatic CH-stretching fundamental are consistent with a tier model of IVR and point to vibrational energy flow out of the CH stretch on a approximately 1 ps time scale with subsequent redistribution on a approximately 5 ps time scale.
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Affiliation(s)
- Taiho Kim
- Department of Chemistry and Biochemistry, University of California, Los Angeles, California 90095-1569, USA
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Mitsui M, Nakajima A. Formation of Large Molecular Cluster Anions and Elucidation of Their Electronic Structures. BULLETIN OF THE CHEMICAL SOCIETY OF JAPAN 2007. [DOI: 10.1246/bcsj.80.1058] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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Gilliéron C, Sharma N, Nauta K, Schmidt TW. Structure of the Naphthalene Dimer from Rare Gas Tagging. J Phys Chem A 2007; 111:4211-4. [PMID: 17447737 DOI: 10.1021/jp0687504] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Excitation spectra of naphthalene dimer-argonn (n = 1-3) clusters are obtained by resonance enhanced multiphoton ionization time-of-flight mass spectroscopy. The spectra are generally independent of the number of attached argon atoms and reveal sharp structures which are fitted by superimposing independent monomer spectra. It is concluded that the rare-gas tagging technique reveals the presence of a T-shaped naphthalene dimer chromophore in the molecular beam.
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Hobza P, Zahradník R, Müller-Dethlefs K. The World of Non-Covalent Interactions: 2006. ACTA ACUST UNITED AC 2006. [DOI: 10.1135/cccc20060443] [Citation(s) in RCA: 166] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The review focusses on the fundamental importance of non-covalent interactions in nature by illustrating specific examples from chemistry, physics and the biosciences. Laser spectroscopic methods and both ab initio and molecular modelling procedures used for the study of non-covalent interactions in molecular clusters are briefly outlined. The role of structure and geometry, stabilization energy, potential and free energy surfaces for molecular clusters is extensively discussed in the light of the most advanced ab initio computational results for the CCSD(T) method, extrapolated to the CBS limit. The most important types of non-covalent complexes are classified and several small and medium size non-covalent systems, including H-bonded and improper H-bonded complexes, nucleic acid base pairs, and peptides and proteins are discussed with some detail. Finally, we evaluate the interpretation of experimental results in comparison with state of the art theoretical models: this is illustrated for phenol...Ar, the benzene dimer and nucleic acid base pairs. A review with 270 references.
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Tsuzuki S, Honda K, Uchimaru T, Mikami M. High-level ab initio computations of structures and interaction energies of naphthalene dimers: Origin of attraction and its directionality. J Chem Phys 2004; 120:647-59. [PMID: 15267899 DOI: 10.1063/1.1630953] [Citation(s) in RCA: 162] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The intermolecular interaction energies of naphthalene dimers have been calculated by using an aromatic intermolecular interaction model (a model chemistry for the evaluation of intermolecular interactions between aromatic molecules). The CCSD(T) (coupled cluster calculations with single and double substitutions with noniterative triple excitations) interaction energy at the basis set limit has been estimated from the second-order Møller-Plesset perturbation interaction energy near saturation and the CCSD(T) correction term obtained using a medium-size basis set. The estimated interaction energies of the set of geometries explored in this work show that two structures emerge as being the lowest energy, and may effectively be considered as isoenergetic on the basis of the errors inherent in out extrapolation procedure. These structures are the slipped-parallel (Ci) structure (-5.73 kcal/mol) and the cross (D2d) structure (-5.28 kcal/mol). The T-shaped (C2v) and sandwich (D2h) dimers are substantially less stable (-4.34 and -3.78 kcal/mol, respectively). The dispersion interaction is found to be the major source of attraction in the naphthalene dimer. The electrostatic interaction is substantially smaller than the dispersion interaction. The large dispersion interaction is the cause of the large binding energies of the cross and slipped-parallel dimers.
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Affiliation(s)
- Seiji Tsuzuki
- National Institute of Advanced Industrial Science and Technology, Tsukuba Ibaraki 305-8568, Japan.
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Lee S, Chung JS, Felker PM, López Cacheiro J, Fernández B, Bondo Pedersen T, Koch H. Computational and experimental investigation of intermolecular states and forces in the benzene–helium van der Waals complex. J Chem Phys 2003. [DOI: 10.1063/1.1628217] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Iimori T, Ohshima Y. S1–S0 vibronic spectra of benzene clusters revisited. I. The tetramer. J Chem Phys 2002. [DOI: 10.1063/1.1494976] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Dessent CE, Müller-Dethlefs K. Hydrogen-Bonding and van der Waals Complexes Studied by ZEKE and REMPI Spectroscopy. Chem Rev 2000; 100:3999-4022. [PMID: 11749337 DOI: 10.1021/cr990060r] [Citation(s) in RCA: 181] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- C E Dessent
- Department of Chemistry, University of York, Heslington, York, YO10 5DD, U.K
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Carney JR, Zwier TS. The Infrared and Ultraviolet Spectra of Individual Conformational Isomers of Biomolecules: Tryptamine. J Phys Chem A 2000. [DOI: 10.1021/jp001433r] [Citation(s) in RCA: 127] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Joel R. Carney
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-1393
| | - Timothy S. Zwier
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-1393
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Kim W, Lee S, Felker PM. Intermolecular vibrations and asymmetric-top pendular states in 1-naphthol–H2O and –NH3. J Chem Phys 2000. [DOI: 10.1063/1.481013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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