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Turner TD, Dawson N, Edwards M, Pickering JH, Hammond RB, Docherty R, Roberts KJ. A Digital Mechanistic Workflow for Predicting Solvent-Mediated Crystal Morphology: The α and β Forms of l-Glutamic Acid. CRYSTAL GROWTH & DESIGN 2022; 22:3042-3059. [PMID: 35529067 PMCID: PMC9073950 DOI: 10.1021/acs.cgd.1c01490] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 03/31/2022] [Indexed: 06/13/2023]
Abstract
The solvent-mediated crystal morphologies of the α and β polymorphic forms of l-glutamic acid are presented. This work applies a digital mechanistically based workflow that encompasses calculation of the crystal lattice energy and its constituent intermolecular synthons, their interaction energies, and their key role in understanding and predicting crystal morphology as well as assessing the surface chemistry, topology, and solvent binding on crystal habit growth surfaces. Through a comparison between the contrasting morphologies of the conformational polymorphs of l-glutamic acid, this approach highlights how the interfacial chemistry of organic crystalline materials and their inherent anisotropic interactions with their solvation environments direct their crystal habit with potential impact on their further downstream processing behavior.
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Affiliation(s)
- Thomas D. Turner
- Centre
for the Digital Design of Drug Products, School of Chemical and Process
Engineering, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, U.K.
| | - Neil Dawson
- Pfizer
R&D Ltd, Ramsgate
Road, Sandwich, Kent CT13 9NJ, U.K.
| | - Martin Edwards
- Britest
Limited, Keckwick Lane, Daresbury, Warrington WA4 4FS, U.K.
| | - Jonathan H. Pickering
- Centre
for the Digital Design of Drug Products, School of Chemical and Process
Engineering, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, U.K.
| | - Robert B. Hammond
- Centre
for the Digital Design of Drug Products, School of Chemical and Process
Engineering, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, U.K.
| | - Robert Docherty
- Pfizer
R&D Ltd, Ramsgate
Road, Sandwich, Kent CT13 9NJ, U.K.
| | - Kevin J. Roberts
- Centre
for the Digital Design of Drug Products, School of Chemical and Process
Engineering, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, U.K.
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Turner TD, Nguyen TTH, Nicholson P, Brown G, Hammond RB, Roberts KJ, Marziano I. A temperature-controlled single-crystal growth cell for the in situ measurement and analysis of face-specific growth rates. J Appl Crystallogr 2019. [DOI: 10.1107/s1600576719002048] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
The design and construction of a growth cell for the precision measurement of face-specific single-crystal growth rates are presented. Accurate mechanical drawings in SolidWorks of the cell and individual components are provided, together with relevant construction models. A general methodology for its use in the measurement of single-crystal growth rates and their underpinning growth mechanism is presented and illustrated with representative data provided for the crystal growth of the {011} and {001} faces of RS-ibuprofen single crystals grown in ethanolic solutions. Analysis of these data highlights the utility of the methodology in morphological model development and crystallization process design.
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Nguyen TTH, Hammond RB, Roberts KJ, Marziano I, Nichols G. Precision measurement of the growth rate and mechanism of ibuprofen {001} and {011} as a function of crystallization environment. CrystEngComm 2014. [DOI: 10.1039/c4ce00097h] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The growth rates of the {001} and {011} crystal faces of ibuprofen were measured as a function of the solution crystallisation environment from which the likely interfacial kinetic growth mechanisms were characterised.
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Affiliation(s)
- T. T. H. Nguyen
- Institute of Particle Science and Engineering
- Institute of Process Research and Development
- School of Process
- Environmental and Materials Engineering
- University of Leeds
| | - R. B. Hammond
- Institute of Particle Science and Engineering
- Institute of Process Research and Development
- School of Process
- Environmental and Materials Engineering
- University of Leeds
| | - K. J. Roberts
- Institute of Particle Science and Engineering
- Institute of Process Research and Development
- School of Process
- Environmental and Materials Engineering
- University of Leeds
| | - I. Marziano
- Pfizer Worldwide Research and Development
- Sandwich, UK
| | - G. Nichols
- Pfizer Worldwide Research and Development
- Sandwich, UK
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Vlachos DG. Temporal coarse-graining of microscopic-lattice kinetic Monte Carlo simulations via tau leaping. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2008; 78:046713. [PMID: 18999567 DOI: 10.1103/physreve.78.046713] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2008] [Indexed: 05/27/2023]
Abstract
A coarse-time-step method is presented that enables the execution of multiple events at each time increment of microscopic-lattice kinetic Monte Carlo simulations. The method employs the n-fold method to create groups of reactions in which the tau-leap algorithm of Gillespie, originally proposed for well-mixed systems, is applied. Creation of groups of reactions is an essential step to avoid violation of the leap condition that arises when the tau-leap algorithm is applied to a single site. The method is general, very easy to implement, and can result in substantial computational savings when global updating is employed. An illustrative example from crystal growth of a simple cubic lattice with the solid-on-solid approximation is presented.
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Affiliation(s)
- D G Vlachos
- Department of Chemical Engineering, University of Delaware, Newark, Delaware 19716, USA.
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Elwenspoek M. Solvent dependence of the step free energy on side faces of naphthalene crystals. Mol Phys 2006. [DOI: 10.1080/00268978800100193] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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De Anda JC, Wang XZ, Lai X, Roberts KJ, Jennings KH, Wilkinson MJ, Watson D, Roberts D. Real-time product morphology monitoring in crystallization using imaging technique. AIChE J 2005. [DOI: 10.1002/aic.10410] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Crystal dissolution kinetics studied by vertical scanning interferometry and Monte Carlo simulations: A brief review and outlook. ACTA ACUST UNITED AC 2004. [DOI: 10.1007/978-1-4419-9046-4_7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
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Mühlig P, Klupsch T, Kaulmann U, Hilgenfeld R. Noninvasive in situ observation of the crystallization kinetics of biological macromolecules by confocal laser scanning microscopy. J Struct Biol 2003; 142:47-55. [PMID: 12718918 DOI: 10.1016/s1047-8477(03)00037-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
High-resolution confocal laser scanning microscopy (CLSM) is a powerful tool for in situ observation and analysis of protein crystal growth kinetics. Because the resolution of CLSM is not diffraction-limited by the object, it is possible to visualize, under certain conditions, objects in molecular dimensions. A modified batch technique is applied which allows the growth kinetics of sufficiently small crystallites fixed at the lower side of a cover glass, within a hanging drop, to be studied in reflected light near the total reflection angle. A gap, or cavity, filled with solution is formed between the cover glass and the upper crystal face, which acts to fix small crystallites by hydrodynamic friction forces. The cavity height enables the propagation of molecular steps across the upper crystal face without constraint, so that the propagation velocity and geometrical parameters can be measured by CLSM. The layer growth kinetics of monoclinic crystallites of a long-acting insulin derivative (Insulin Glargine) is investigated. For a twofold supersaturation of the solution, the growth is governed by 2D nucleation at the edges of the crystallites followed by a spreading of molecular steps. The layer growth kinetics are well fitted by the simple cubic kinetic lattice model. We find that only about one of a thousand solute (protein) molecules which push a kink place due to their Brownian motion becomes really incorporated into the growing crystal.
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Affiliation(s)
- P Mühlig
- Department of Structural Biology and Crystallography, Institute of Molecular Biotechnology, P.O. Box 100813, Beutenbergstrasse 11, D-07708, Jena, German.y
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Ong CK, Tan AK, Tan HS. The edge free energy of an atomically smooth diamond surface. ACTA ACUST UNITED AC 2000. [DOI: 10.1088/0022-3719/21/19/017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Liu XY, Bennema P. Surface roughening of normal alkane crystals: Solvent dependent critical behavior. PHYSICAL REVIEW LETTERS 1993; 71:109-112. [PMID: 10054385 DOI: 10.1103/physrevlett.71.109] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Feng P, Jinkui L, Genbo S, Qinglan Z, Youping H, Yisen H. A new method of enlarging the cross-section of KDP using ADP crystals as seed. CRYSTAL RESEARCH AND TECHNOLOGY 1990. [DOI: 10.1002/crat.2170250909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Elwenspoek M, Boerhof W. Anisotropic growth rate of rough crystal faces. PHYSICAL REVIEW. B, CONDENSED MATTER 1987; 36:5326-5329. [PMID: 9942171 DOI: 10.1103/physrevb.36.5326] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/11/2023]
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SASKA MICHAEL. BINARY CRYSTAL GROWTH FROM SOLUTION. MONTE CARLO SIMULATION OF THE TEREPHTALIC ACID-4-CARBOXYBENZALDEHYDE. PARTICULATE SCIENCE AND TECHNOLOGY 1986. [DOI: 10.1080/02726358608906472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Esin VO, Tarabaev LP. A generalized criterion for the transition from the layer to the continuous mechanism of crystal growth. ACTA ACUST UNITED AC 1985. [DOI: 10.1002/pssa.2210900203] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Equation of motion for steps moving by volume and surface diffusion. Electrochim Acta 1983. [DOI: 10.1016/0013-4686(83)85172-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Cherepanova TA. Kinetics of FCC and diamond type binary crystal growth (I) lattice model and kinetic equations. CRYSTAL RESEARCH AND TECHNOLOGY 1981. [DOI: 10.1002/crat.19810160305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Cherepanova TA. Kinetic equation theory of multi-component crystal growth. I. Master equations in the lattice model. ACTA ACUST UNITED AC 1980. [DOI: 10.1002/pssa.2210580217] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Hergt R, Görnert P. Experimental determination of the growth rate anisotropy of garnets. ACTA ACUST UNITED AC 1980. [DOI: 10.1002/pssa.2210570211] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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