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Chong MWS, Ward MR, McFarlan C, Parrott AJ, Dallin P, Andrews J, Oswald IDH, Nordon A. Calibration free approaches for rapid polymorph discrimination via low frequency (THz) Raman spectroscopy. Chem Commun (Camb) 2025; 61:925-928. [PMID: 39670825 DOI: 10.1039/d4cc05591h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
Application of multivariate curve resolution to non-invasive Raman spectra has been investigated for rapid on-line analysis of crystallisation processes and high-throughput screening. Exploring quantification of mefenamic acid solid forms (form I, form II, and dimethylformamide solvate) from the Raman spectra indicated excellent agreement with off-line X-ray analysis.
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Affiliation(s)
- Magdalene W S Chong
- EPSRC Future Continuous Manufacturing and Advanced Crystallisation Research Hub, University of Strathclyde, 99 George Street, Glasgow, G1 1RD, UK.
- WestCHEM, Department of Pure and Applied Chemistry, Centre for Process Analytics and Control Technology (CPACT), University of Strathclyde, 295 Cathedral Street, Glasgow, G1 1XL, UK
| | - Martin R Ward
- EPSRC Future Continuous Manufacturing and Advanced Crystallisation Research Hub, University of Strathclyde, 99 George Street, Glasgow, G1 1RD, UK.
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | - Catriona McFarlan
- WestCHEM, Department of Pure and Applied Chemistry, Centre for Process Analytics and Control Technology (CPACT), University of Strathclyde, 295 Cathedral Street, Glasgow, G1 1XL, UK
| | - Andrew J Parrott
- WestCHEM, Department of Pure and Applied Chemistry, Centre for Process Analytics and Control Technology (CPACT), University of Strathclyde, 295 Cathedral Street, Glasgow, G1 1XL, UK
| | - Paul Dallin
- Clairet Scientific, 17/18 Scirocco Close, Moulton Park Industrial Estate, Northampton, NN3 6AP, UK
| | - John Andrews
- Clairet Scientific, 17/18 Scirocco Close, Moulton Park Industrial Estate, Northampton, NN3 6AP, UK
| | - Iain D H Oswald
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | - Alison Nordon
- EPSRC Future Continuous Manufacturing and Advanced Crystallisation Research Hub, University of Strathclyde, 99 George Street, Glasgow, G1 1RD, UK.
- WestCHEM, Department of Pure and Applied Chemistry, Centre for Process Analytics and Control Technology (CPACT), University of Strathclyde, 295 Cathedral Street, Glasgow, G1 1XL, UK
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Pallikara I, Skelton JM, Hatcher LE, Pallipurath AR. Going beyond the Ordered Bulk: A Perspective on the Use of the Cambridge Structural Database for Predictive Materials Design. CRYSTAL GROWTH & DESIGN 2024; 24:6911-6930. [PMID: 39247224 PMCID: PMC11378158 DOI: 10.1021/acs.cgd.4c00694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 07/26/2024] [Accepted: 07/30/2024] [Indexed: 09/10/2024]
Abstract
When Olga Kennard founded the Cambridge Crystallographic Data Centre in 1965, the Cambridge Structural Database was a pioneering attempt to collect scientific data in a standard format. Since then, it has evolved into an indispensable resource in contemporary molecular materials science, with over 1.25 million structures and comprehensive software tools for searching, visualizing and analyzing the data. In this perspective, we discuss the use of the CSD and CCDC tools to address the multiscale challenge of predictive materials design. We provide an overview of the core capabilities of the CSD and CCDC software and demonstrate their application to a range of materials design problems with recent case studies drawn from topical research areas, focusing in particular on the use of data mining and machine learning techniques. We also identify several challenges that can be addressed with existing capabilities or through new capabilities with varying levels of development effort.
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Affiliation(s)
- Ioanna Pallikara
- School of Chemical and Process Engineering, University of Leeds, Leeds LS2 9JT, U.K
| | - Jonathan M Skelton
- Department of Chemistry, University of Manchester, Manchester M13 9PL, U.K
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Gabriele BPA, Williams CJ, Lauer ME, Derby B, Cruz-Cabeza AJ. Impact of polymorphism on mechanical properties of molecular crystals: a study of p-amino and p-nitro benzoic acid with nanoindentation. CrystEngComm 2021. [DOI: 10.1039/d1ce00041a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We report on nanoindentation data for two pairs of polymorphic compounds of p-aminobenzoic acid (pABA) and p-nitrobenzoic acid (pNBA) and compare it with existing data in the literature. We also explore on a new parameter, s-PBC, as a tool to estimate hardness.
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Affiliation(s)
| | | | | | - Brian Derby
- Department of Materials
- University of Manchester
- UK
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5
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Giordano N, Afanasjevs S, Beavers CM, Hobday CL, Kamenev KV, O'Bannon EF, Ruiz-Fuertes J, Teat SJ, Valiente R, Parsons S. The Effect of Pressure on Halogen Bonding in 4-Iodobenzonitrile. Molecules 2019; 24:molecules24102018. [PMID: 31137795 PMCID: PMC6572472 DOI: 10.3390/molecules24102018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 05/20/2019] [Accepted: 05/22/2019] [Indexed: 11/16/2022] Open
Abstract
The crystal structure of 4-iodobenzonitrile, which is monoclinic (space group I2/a) under ambient conditions, contains chains of molecules linked through C≡N···I halogen-bonds. The chains interact through CH···I, CH···N and π-stacking contacts. The crystal structure remains in the same phase up to 5.0 GPa, the b axis compressing by 3.3%, and the a and c axes by 12.3 and 10.9 %. Since the chains are exactly aligned with the crystallographic b axis these data characterise the compressibility of the I···N interaction relative to the inter-chain interactions, and indicate that the halogen bond is the most robust intermolecular interaction in the structure, shortening from 3.168(4) at ambient pressure to 2.840(1) Å at 5.0 GPa. The π∙∙∙π contacts are most sensitive to pressure, and in one case the perpendicular stacking distance shortens from 3.6420(8) to 3.139(4) Å. Packing energy calculations (PIXEL) indicate that the π∙∙∙π interactions have been distorted into a destabilising region of their potentials at 5.0 GPa. The structure undergoes a transition to a triclinic ( P 1 ¯ ) phase at 5.5 GPa. Over the course of the transition, the initially colourless and transparent crystal darkens on account of formation of microscopic cracks. The resistance drops by 10% and the optical transmittance drops by almost two orders of magnitude. The I···N bond increases in length to 2.928(10) Å and become less linear [<C-I∙∙∙N = 166.2(5)°]; the energy stabilises by 2.5 kJ mol-1 and the mixed C-I/I..N stretching frequency observed by Raman spectroscopy increases from 249 to 252 cm-1. The driving force of the transition is shown to be relief of strain built-up in the π∙∙∙π interactions rather than minimisation of the molar volume. The triclinic phase persists up to 8.1 GPa.
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Affiliation(s)
- Nico Giordano
- Centre for Science at Extreme Conditions and EaStCHEM School of Chemistry, The University of Edinburgh, King's Buildings, West Mains Road, Edinburgh, Scotland EH9 3FD, UK.
- Advanced Light Source, 1 Cyclotron Road, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
| | - Sergejs Afanasjevs
- Centre for Science at Extreme Conditions and School of Engineering, The University of Edinburgh, King's Buildings, West Mains Road, Edinburgh, Scotland EH9 3FD, UK.
| | - Christine M Beavers
- Advanced Light Source, 1 Cyclotron Road, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
- Department of Earth & Planetary Sciences, University of California, Santa Cruz, 1156 High Street Santa Cruz, CA 95064, USA.
- Present address: Diamond Light Source, STFC Rutherford Appleton Laboratory, Harwell Science and Innovation Campus, Harwell Oxford, Didcot OX11 0QX, UK.
| | - Claire L Hobday
- Centre for Science at Extreme Conditions and EaStCHEM School of Chemistry, The University of Edinburgh, King's Buildings, West Mains Road, Edinburgh, Scotland EH9 3FD, UK.
| | - Konstantin V Kamenev
- Centre for Science at Extreme Conditions and School of Engineering, The University of Edinburgh, King's Buildings, West Mains Road, Edinburgh, Scotland EH9 3FD, UK.
| | - Earl F O'Bannon
- Advanced Light Source, 1 Cyclotron Road, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
- Department of Earth & Planetary Sciences, University of California, Santa Cruz, 1156 High Street Santa Cruz, CA 95064, USA.
- Present address: Physical and Life Sciences, Physics Division, Lawrence Livermore National Laboratory, Livermore, CA 94551, USA.
| | - Javier Ruiz-Fuertes
- Dpto. DCITIMAC, Facultad de Ciencias, Universidad de Cantabria, 39005 Santander, Spain.
| | - Simon J Teat
- Advanced Light Source, 1 Cyclotron Road, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
| | - Rafael Valiente
- Dpto. Física Aplicada, Facultad de Ciencias, Universidad de Cantabria-IDIVAL, 39005 Santander, Spain.
| | - Simon Parsons
- Centre for Science at Extreme Conditions and EaStCHEM School of Chemistry, The University of Edinburgh, King's Buildings, West Mains Road, Edinburgh, Scotland EH9 3FD, UK.
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Cruz-Cabeza AJ, Davey RJ, Oswald IDH, Ward MR, Sugden IJ. Polymorphism in p-aminobenzoic acid. CrystEngComm 2019. [DOI: 10.1039/c8ce01890a] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We review the polymorphism of p-aminobenzoic acid (pABA), a model drug compound whose crystallisation and polymorphic behaviour has been extensively studied in recent years.
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Affiliation(s)
- Aurora J. Cruz-Cabeza
- School of Chemical Engineering and Analytical Science
- University of Manchester
- M13 9PL Manchester
- UK
- Astra Zeneca
| | - Roger J. Davey
- School of Chemical Engineering and Analytical Science
- University of Manchester
- M13 9PL Manchester
- UK
| | - Iain D. H. Oswald
- Strathclyde Institute of Pharmacy & Biomedical Sciences (SIPBS)
- University of Strathclyde
- Glasgow
- UK
| | - Martin R. Ward
- Strathclyde Institute of Pharmacy & Biomedical Sciences (SIPBS)
- University of Strathclyde
- Glasgow
- UK
| | - Isaac J. Sugden
- Molecular Systems Engineering Group
- Centre for Process Systems Engineering
- Department of Chemical Engineering
- Imperial College London
- London SW7 2AZ
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