1
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Sakakibara M, Nakamuro T, Nakamura E. Kinetic Exploration of Nanoscale Polymorphs through Interface Energy Adjustment. ACS NANO 2024; 18:22325-22333. [PMID: 39117583 DOI: 10.1021/acsnano.4c06618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/10/2024]
Abstract
Traditionally, the study of crystal polymorphism has relied on thermodynamics and measurements averaged over time and the crystal's constituents. This work introduces a kinetic approach to phase identification─millisecond cinematographic electron microscopic imaging of the dynamics of phase transitions of crystals of a few nm in diameter. We demonstrate a remarkable impact of the interface energy on the relative stability of the nanocrystal's polymorphs, enabling in situ manipulation of phase transitions through size increase or decrease. Starting with the B1 NaI polymorph at 298 K, we identified the previously unknown B2 polymorph of a 1 s lifetime upon sublimation of the crystal. From the CsCl liquid phase, we produced the B1 phase, previously described only at 749 K.
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Affiliation(s)
- Masaya Sakakibara
- Department of Chemistry, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Takayuki Nakamuro
- Department of Chemistry, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Eiichi Nakamura
- Department of Chemistry, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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2
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Sadeghi MS, Guo R, Bellucci MA, Quino J, Buckle EL, Nisbet ML, Yang Z, Greenwell C, Gorka DE, Pickard Iv FC, Wood GPF, Sun G, Wen SH, Krzyzaniak JF, Meenan PA, Hancock BC, Yang XH. Tale of Two Polymorphs: Investigating the Structural Differences and Dynamic Relationship between Nirmatrelvir Solid Forms (Paxlovid). Mol Pharm 2024; 21:3800-3814. [PMID: 39051563 DOI: 10.1021/acs.molpharmaceut.3c01074] [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: 07/27/2024]
Abstract
Two anhydrous polymorphs of the novel antiviral medicine nirmatrelvir were discovered during the development of Paxlovid, Pfizer's oral Covid-19 treatment. A comprehensive experimental and computational approach was necessary to distinguish the two closely related polymorphs, herein identified as Forms 1 and 4. This approach paired experimental methods, including powder X-ray diffraction and single-crystal X-ray diffraction, solid-state experimental methods, thermal analysis, solid-state nuclear magnetic resonance and Raman spectroscopy with computational investigations comprising crystal structure prediction, Gibbs free energy calculations, and molecular dynamics simulations of the polymorphic transition. Forms 1 and 4 were ultimately determined to be enantiotropically related polymorphs with Form 1 being the stable form above the transition temperature of ∼17 °C and designated as the nominated form for drug development. The work described in this paper shows the importance of using highly specialized orthogonal approaches to elucidate the subtle differences in structure and properties of similar solid-state forms. This synergistic approach allowed for unprecedented speed in bringing Paxlovid to patients in record time amidst the pandemic.
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Affiliation(s)
| | - Rui Guo
- Pfizer Worldwide R&D, Sandwich CT13 9ND, U.K
| | | | - Jaypee Quino
- Pfizer Worldwide R&D, Groton, Connecticut 06340, United States
| | - Erika L Buckle
- Pfizer Worldwide R&D, Groton, Connecticut 06340, United States
| | | | - Zhuocen Yang
- XtalPi Inc, Cambridge, Massachusetts 02142, United States
| | | | | | | | | | - Guangxu Sun
- XtalPi Inc, Cambridge, Massachusetts 02142, United States
| | - Shu-Hao Wen
- XtalPi Inc, Cambridge, Massachusetts 02142, United States
| | | | - Paul A Meenan
- Pfizer Worldwide R&D, Groton, Connecticut 06340, United States
| | - Bruno C Hancock
- Pfizer Worldwide R&D, Groton, Connecticut 06340, United States
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3
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Sundaram P, Spencer RB, Tiwari A, Whittaker SJ, Mandal T, Yang Y, Holland EK, Kingsbury CJ, Klopfenstein M, Anthony JE, Kahr B, Jeong S, Shtukenberg AG, Lee SS. Polymer-Assisted Polymorph Transition in Melt-Processed Molecular Semiconductor Crystals. CHEMISTRY OF MATERIALS : A PUBLICATION OF THE AMERICAN CHEMICAL SOCIETY 2024; 36:5976-5985. [PMID: 38947980 PMCID: PMC11209941 DOI: 10.1021/acs.chemmater.4c00418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 05/17/2024] [Accepted: 05/21/2024] [Indexed: 07/02/2024]
Abstract
A previously unreported polymorph of 5,11-bis(triisopropylsilylethynyl)anthradithiophene (TIPS ADT), Form II, crystallizes from melt-processed TIPS ADT films blended with 16 ± 1 wt % medium density polyethylene (PE). TIPS ADT/PE blends that initially are crystallized from the melt produce twisted TIPS ADT crystals of a metastable polymorph (Form IV, space group P1̅) with a brickwork packing motif distinct from the slipstack packing by solution-processed TIPS ADT crystals (Form I, space group P21/c) at room temperature. When these films were cooled to room temperature and subsequently annealed at 100 °C, near a PE melting temperature of 110 °C, Form II crystals nucleated and grew while consuming Form IV. The growth rate and orientations of Form II crystals were predetermined by the twisting pitch and growth direction of the original banded spherulites in the melt-processed films of the blends. Notably, the Form IV → II transition was not observed during thermal annealing of neat TIPS ADT films without PE. The presence of the mobile PE phase during thermal annealing of TIPS ADT/PE blend films increases the diffusion rate of TIPS ADT molecules, and the rate of nucleation of Form II. Form IV crystals are more conductive but less emissive compared to Form II crystals.
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Affiliation(s)
- Pallavi Sundaram
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Rochelle B. Spencer
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Akash Tiwari
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - St. John Whittaker
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Trinanjana Mandal
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Yongfan Yang
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Emma K. Holland
- Department
of Chemistry, University of Kentucky, Lexington, Kentucky 40506, United States
| | | | - Mia Klopfenstein
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - John E. Anthony
- Department
of Chemistry, University of Kentucky, Lexington, Kentucky 40506, United States
| | - Bart Kahr
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Sehee Jeong
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Alexander G. Shtukenberg
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
| | - Stephanie S. Lee
- Molecular
Design Institute, Department of Chemistry, New York University, New York, New York 10003, United States
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4
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Ticona Chambi J, Fandaruff C, Cuffini SL. Identification and quantification techniques of polymorphic forms - A review. J Pharm Biomed Anal 2024; 242:116038. [PMID: 38428367 DOI: 10.1016/j.jpba.2024.116038] [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: 10/23/2023] [Revised: 02/13/2024] [Accepted: 02/14/2024] [Indexed: 03/03/2024]
Abstract
In the pharmaceutical industry, the unexpected appearance of crystalline forms could impact the therapeutic efficacy of an Active Pharmaceutical Ingredient (API). For quality control, a thorough qualitative and quantitative monitoring of pharmaceutical solid forms is essential to ensure the detection and the quantification of crystalline forms, wither different or with the same chemical composition (polymorphs) at a low detection level. The purpose of this paper was to review and highlight the importance of choosing adequate solid-state techniques for detection and quantification APIs that present polymorphism - based on limits of detection (LOD) and quantification (LOQ), pharmacopeias specifications, international guidelines and studies reported in the literature. To this study, the powder X-ray diffraction (PXRD), differential scanning calorimetry (DSC), Infrared and Raman spectroscopies and solid-state nuclear magnetic resonance (NMR) were the solid-state techniques analyzed. Additionally, the Argentine, Brazilian, British, European, International, Japanese, Mexican and the United States of America pharmacopeias were reviewed. Based on the analysis performed, the advantages and disadvantages of these techniques, as well as the LOD and LOQ values of APIs were reported. In comparison to these solid-state techniques, reference material used for identification analyses should be previously identified with the corresponding polymorph. Without this previous procedure, the patterns, the spectra, and DSC curves of the reference material can only be used to confirm the mixture of solid forms, not being able to specify which polymorphs are contained in the sample. A major advantage of PXRD is the use of the calculated diffraction patterns obtained from the Crystallographic Information Frameworks (CIFs) files which could be used as a reference pattern without any other information, assistance technique, or physical standards. Regarding the quantification aspect, different pharmacopeias suggest various methods such as the PXRD combining with Rietveld method, which can be used to obtain lower LOD values for minority phases in the mixture of different substances without the need for a calibration curve. Raman spectroscopy can detect polymorphs in small particles and solid-state NMR spectroscopy is a powerful technique for quantification not only crystalline but also crystalline-amorphous mixtures. Finally, this review intends to be a useful tool to control, with efficiency and accuracy, the polymorphism of APIs in pharmaceutical compounds.
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Affiliation(s)
- Julian Ticona Chambi
- Pós-Graduação em Engenharia e Ciência de Materiais, Instituto de Ciência e Tecnologia (ICT), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Cinira Fandaruff
- Pós-Graduação em Engenharia e Ciência de Materiais, Instituto de Ciência e Tecnologia (ICT), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil; Laboratório de Micro e Nanotecnologia, Instituto de Tecnologia em Fármacos /Farmanguinhos (FIOCRUZ), Rio de Janeiro, Brasil
| | - Silvia Lucia Cuffini
- Pós-Graduação em Engenharia e Ciência de Materiais, Instituto de Ciência e Tecnologia (ICT), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil.
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5
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Chimatahalli Shanthakumar K, Sridhara PG, Rajabathar JR, Al-lohedan HA, Lokanath NK, Mylnahalli Krishnegowda H. Unveiling a Novel Solvatomorphism of Anti-inflammatory Flufenamic Acid: X-ray Structure, Quantum Chemical, and In Silico Studies. ACS OMEGA 2024; 9:20753-20772. [PMID: 38764648 PMCID: PMC11097344 DOI: 10.1021/acsomega.3c07520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 04/10/2024] [Accepted: 04/16/2024] [Indexed: 05/21/2024]
Abstract
This paper delves into the polymorphism of 2-[3-(trifluoromethyl)anilino]benzoic acid, commonly referred to as flufenamic acid (FA), a pharmaceutical agent employed in treating inflammatory conditions. The central focus of the study is on a newly unearthed solvatomorphic structure of FA in methanol (FAM), and a thorough comparison is conducted with the commercially available standard structure. Employing a comprehensive approach, including X-ray crystallography, Hirshfeld surface analysis, density functional theory (DFT), molecular docking, and molecular dynamics (MD) simulations, the research aims to unravel the structural and functional implications of solvatomorphism. The X-ray crystal structure analysis brings to light notable differences between the standard FA and solvatomorphic FAM, showcasing variations in intermolecular interactions and crystal packing. Key features such as hydrogen bonding, π···π stacking, and C-H···π interactions are identified as influential factors shaping the stability and conformation of the compounds. Hirshfeld surface analysis further quantifies the nature and contribution of intermolecular interactions, providing a comprehensive perspective on molecular stability. Density functional theory offers valuable electronic structure insights, highlighting disparities in frontier molecular orbitals between FA and FAM. Molecular docking studies against prostaglandin D2 11-ketoreductase explore potential drug interactions, unveiling distinct binding modes and hydrogen bonding patterns that shed light on how the solvatomorphic structure may impact drug-target interactions. In-depth molecular dynamics simulations over 100 ns investigate the stability of the protein-ligand complex, with root mean square deviation and root mean square fluctuation analyses revealing minimal deviations and affirming the stability of FAM within the active site of the target protein.
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Affiliation(s)
| | | | - Jothi Ramalingam Rajabathar
- Department
of Chemistry, College of Science, King Saud
University, P.O. Box. 2455, Riyadh 11451, Kingdom of Saudi Arabia
| | - Hamad A. Al-lohedan
- Department
of Chemistry, College of Science, King Saud
University, P.O. Box. 2455, Riyadh 11451, Kingdom of Saudi Arabia
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6
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Toukabri I, Bahri S, Sfar S, Lassoued MA. Impact of crystal polymorphism of rifaximin on dissolution behavior. Heliyon 2024; 10:e27131. [PMID: 38449665 PMCID: PMC10915558 DOI: 10.1016/j.heliyon.2024.e27131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 02/23/2024] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
Introduction Rifaximin is an intestinal antiseptic which has five (pseudo) polymorphs α, β, γ, δ and ε. These last (pseudo)polymorphs have different physicochemical properties. The objective of the study is to assess the impact of rifaximin polymorphism on its dissolution rate which could affect its bioavailability. Material and methods The analytical validation of dissolution assay method by UV-Visible spectrophotometry was carried out according to ICH Q2. The physicochemical characterization (solubility test, FTIR, DSC, XRD) was carried out on four active pharmaceutical ingredient (MP1, MP2, MP3, MP4). MP1 and MP2 were used by the manufacturer of generic brand 1 (G1) and MP3 and MP4 were used by the manufacturer of generic brand 2 (G2). The comparative in-vitro dissolution study was carried out on the leader brand (P), G1 and G2. Results The four MPs were analyzed by XRD. The results of analysis showed that MP1 and MP4 were a mixture of α form and amorphous form. MP2 had an amorphous form and MP3 had a crystalline form β. The spectra of FTIR showed that the four MP had characteristics bands of rifaximin in the domain 4000-400 cm-1. The differences between the spectra of the four MPs were observed among the amorphous form (MP2), around the region 1800 to 1820 cm-1 which is attributed to the vibration of the CO group. An additional difference observed among the amorphous form (MP2) is around the region 1400 cm-1 which is attributed to the banding OH. The thermograms of MP1, MP2 and MP4 showed endothermic peaks which are probably attributed to the departure of water which indicate that MP1, MP2 and MP4 are pseudopolymoph (hydrate). For the four MPs, probably the melting points are interrupted by the phenomenon of phase transformations (Crystallization) which are reflected by exothermic peaks around 200°C-250 °C.Our results showed that the crystalline polymorphism of rifaximin influences its solubility. According to the results of the solubility test, the β crystal form of rifaximin (MP3) had the lowest solubility (3.47 μg/ml). MP2 had the highest solubility (8.35 μg/ml) and MP1 and MP4 had intermediate solubilities (5.47 μg/ml and 6.74 μg/ml). Comparative in vitro dissolution results showed that the dissolution profile of P was not similar to that of G1 and G2 (% dissolution (P)30min = 60%; % dissolution (G1) 30 min = 100% and % dissolution (G2) 30 min = 115%; f1(P versus G1) = 44; f1(P versus G2) = 61) in M1, while G1 and G2 had comparatively similar dissolution profiles (% dissolution (G1) 30 min = 100%; % dissolution (G1) 30 min = 110%; f1 (G1 versus G2) = 14) in M1. Conclusion This study highlighted the impact of rifaximin polymorphism on its physico-chemical properties (crystal structure, thermal behavior, solubility) and on its dissolution behavior which could affect the rifaximin bioavailability.
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Affiliation(s)
- Imen Toukabri
- Laboratory of Chemical, Galenic and Pharmacological Development of Medicines (LR12ES09), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
| | - Senda Bahri
- Laboratory of Chemical, Galenic and Pharmacological Development of Medicines (LR12ES09), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
| | - Souad Sfar
- Laboratory of Chemical, Galenic and Pharmacological Development of Medicines (LR12ES09), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
| | - Mohamed Ali Lassoued
- Laboratory of Chemical, Galenic and Pharmacological Development of Medicines (LR12ES09), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
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7
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Buschmann H, Handler N, Holzgrabe U. The quality of drugs and drug products - Always guaranteed? J Pharm Biomed Anal 2024; 239:115880. [PMID: 38103416 DOI: 10.1016/j.jpba.2023.115880] [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: 10/11/2023] [Revised: 11/17/2023] [Accepted: 11/25/2023] [Indexed: 12/19/2023]
Abstract
To ensure the efficacy, safety, and quality of drugs, several national and international guidelines and regulatory requirements exist. The most important international regulatory framework for quality is the collection of the guidelines ICH Q1-Q14 (International Council for Harmonization of Technical Requirements for Pharmaceuticals for Human Use), which form the basis for the development and approval of medicinal products. Additionally, international and national pharmacopoeias and national regulatory authorities like Food and Drug Administration (FDA) and European Directory for the Quality of Medicines and HealthCare (EDQM) have to be considered during the lifecycle of a drug. Further, regular updates and optimization of processes and methods together with periodic audits and inspections of the manufacturing plants help to ensure compliance with the complex regulatory requirements for medicinal products. Although the pharmaceutical world seems to be very well regulated and controlled, several drug recalls per year have to be announced and conducted to remove defect products from the market and protect the patient from any potential health risk. This review article provides an overview of the most common reasons for such recalls presenting several historical and current cases with a detailed discussion of root causes. A specific focus lies on quality issues like drug degradation, impurity and nitrosamine contamination, lack of drug stability, occurrence and transformation of polymorphs, contamination with particulates and foreign matters, amongst others. The role of APIs, excipients and packaging will be discussed as well as the analytical challenges to detect, control and mitigate such quality issues. A final chapter will discuss the current situation and an outlook on emerging topics and future challenges for drug quality.
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Affiliation(s)
- Helmut Buschmann
- RD&C Research, Development & Consulting GmbH, Neuwaldegger Strasse 35/2/3, Vienna 1170, Austria
| | - Norbert Handler
- RD&C Research, Development & Consulting GmbH, Neuwaldegger Strasse 35/2/3, Vienna 1170, Austria
| | - Ulrike Holzgrabe
- University of Wuerzburg, Institute of Pharmacy and Food Chemistry, Am Hubland, Wuerzburg 97074, Germany.
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8
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Beran GJO. Frontiers of molecular crystal structure prediction for pharmaceuticals and functional organic materials. Chem Sci 2023; 14:13290-13312. [PMID: 38033897 PMCID: PMC10685338 DOI: 10.1039/d3sc03903j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/02/2023] [Indexed: 12/02/2023] Open
Abstract
The reliability of organic molecular crystal structure prediction has improved tremendously in recent years. Crystal structure predictions for small, mostly rigid molecules are quickly becoming routine. Structure predictions for larger, highly flexible molecules are more challenging, but their crystal structures can also now be predicted with increasing rates of success. These advances are ushering in a new era where crystal structure prediction drives the experimental discovery of new solid forms. After briefly discussing the computational methods that enable successful crystal structure prediction, this perspective presents case studies from the literature that demonstrate how state-of-the-art crystal structure prediction can transform how scientists approach problems involving the organic solid state. Applications to pharmaceuticals, porous organic materials, photomechanical crystals, organic semi-conductors, and nuclear magnetic resonance crystallography are included. Finally, efforts to improve our understanding of which predicted crystal structures can actually be produced experimentally and other outstanding challenges are discussed.
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Affiliation(s)
- Gregory J O Beran
- Department of Chemistry, University of California Riverside Riverside CA 92521 USA
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9
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Cousin SF, Hughes CE, Ziarelli F, Viel S, Mollica G, Harris KDM, Pinon AC, Thureau P. Exploiting solid-state dynamic nuclear polarization NMR spectroscopy to establish the spatial distribution of polymorphic phases in a solid material. Chem Sci 2023; 14:10121-10128. [PMID: 37772100 PMCID: PMC10530703 DOI: 10.1039/d3sc02063k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 06/22/2023] [Indexed: 09/30/2023] Open
Abstract
Solid-state DNP NMR can enhance the ability to detect minor amounts of solid phases within heterogenous materials. Here we demonstrate that NMR contrast based on the transport of DNP-enhanced polarization can be exploited in the challenging case of early detection of a small amount of a minor polymorphic phase within a major polymorph, and we show that this approach can yield quantitative information on the spatial distribution of the two polymorphs. We focus on the detection of a minor amount (<4%) of polymorph III of m-aminobenzoic acid within a powder sample of polymorph I at natural isotopic abundance. Based on proposed models of the spatial distribution of the two polymorphs, simulations of 1H spin diffusion allow NMR data to be calculated for each model as a function of particle size and the relative amounts of the polymorphs. A comparison between simulated and experimental NMR data allows the model(s) best representing the spatial distribution of the polymorphs in the system to be established.
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Affiliation(s)
| | - Colan E Hughes
- School of Chemistry, Cardiff University Park Place Cardiff CF10 3AT Wales UK,
| | - Fabio Ziarelli
- Aix Marseille Univ, CNRS, Centrale Marseille, FSCM Marseille France
| | - Stéphane Viel
- Aix Marseille Univ, CNRS, ICR Marseille France
- Institut Universitaire de France Paris France
| | | | - Kenneth D M Harris
- School of Chemistry, Cardiff University Park Place Cardiff CF10 3AT Wales UK,
| | - Arthur C Pinon
- Swedish NMR Center, University of Gothenburg Gothenburg SE-405 30 Sweden
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10
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O’Connor D, Bier I, Tom R, Hiszpanski AM, Steele BA, Marom N. Ab Initio Crystal Structure Prediction of the Energetic Materials LLM-105, RDX, and HMX. CRYSTAL GROWTH & DESIGN 2023; 23:6275-6289. [PMID: 38173900 PMCID: PMC10763925 DOI: 10.1021/acs.cgd.3c00027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 08/02/2023] [Indexed: 01/05/2024]
Abstract
Crystal structure prediction (CSP) is performed for the energetic materials (EMs) LLM-105 and α-RDX, as well as the α and β conformational polymorphs of 1,3,5,7-tetranitro-1,3,5,7-tetraazacyclooctane (HMX), using the genetic algorithm (GA) code, GAtor, and its associated random structure generator, Genarris. Genarris and GAtor successfully generate the experimental structures of all targets. GAtor's symmetric crossover scheme, where the space group symmetries of parent structures are treated as genes inherited by offspring, is found to be particularly effective. However, conducting several GA runs with different settings is still important for achieving diverse samplings of the potential energy surface. For LLM-105 and α-RDX, the experimental structure is ranked as the most stable, with all of the dispersion-inclusive density functional theory (DFT) methods used here. For HMX, the α form was persistently ranked as more stable than the β form, in contrast to experimental observations, even when correcting for vibrational contributions and thermal expansion. This may be attributed to insufficient accuracy of dispersion-inclusive DFT methods or to kinetic effects not considered here. In general, the ranking of some putative structures is found to be sensitive to the choice of the DFT functional and the dispersion method. For LLM-105, GAtor generates a putative structure with a layered packing motif, which is desirable thanks to its correlation with low sensitivity. Our results demonstrate that CSP is a useful tool for studying the ubiquitous polymorphism of EMs and shows promise of becoming an integral part of the EM development pipeline.
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Affiliation(s)
- Dana O’Connor
- Department
of Materials Science and Engineering, Carnegie
Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Imanuel Bier
- Department
of Materials Science and Engineering, Carnegie
Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Rithwik Tom
- Department
of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Anna M. Hiszpanski
- Materials
Science Division, Lawrence Livermore National
Laboratory, Livermore, California 94550, United States
| | - Brad A. Steele
- Materials
Science Division, Lawrence Livermore National
Laboratory, Livermore, California 94550, United States
| | - Noa Marom
- Department
of Materials Science and Engineering, Carnegie
Mellon University, Pittsburgh, Pennsylvania 15213, United States
- Department
of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
- Department
of Chemistry, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
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11
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Shishkina SV, Shaposhnik AM, Dyakonenko VV, Baumer VM, Rudiuk VV, Yanchuk IB, Levandovskiy IA. New Polymorphic Modifications of 6-Methyluracil: An Experimental and Quantum Chemical Study. ACS OMEGA 2023; 8:20661-20674. [PMID: 37323411 PMCID: PMC10268012 DOI: 10.1021/acsomega.3c01231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 05/22/2023] [Indexed: 06/17/2023]
Abstract
Polymorphism of 6-methyluracil, which affects the regulation of lipid peroxidation and wound healing, has been studied by experimental and quantum chemical methods. Two known polymorphic modifications and two new crystalline forms were crystallized and characterized by single crystal and powder X-ray diffraction (XRD) methods as well as by the differential scanning calorimetry (DSC) method and infrared (IR) spectroscopy. The calculations of pairwise interaction energies between molecules and lattice energies in periodic boundary conditions have shown that the polymorphic form 6MU_I used in the pharmaceutical industry and two new forms 6MU_III and 6MU_IV, which can be formed due to temperature violations, may be considered as metastable. The centrosymmetric dimer bound by two N-H···O hydrogen bonds was recognized as a dimeric building unit in all of the polymorphic forms of 6-methyluracil. Four polymorphic forms have a layered structure from the viewpoint of interaction energies between dimeric building units. The layers parallel to the (100) crystallographic plane were recognized as a basic structural motif in the 6MU_I, 6MU_III, and 6MU_IV crystals. In the 6MU_II structure, a basic structural motif is a layer parallel to the (001) crystallographic plane. The ratio between the interaction energies within the basic structural motif and between neighboring layers correlates with the relative stability of the studied polymorphic forms. The most stable polymorphic form 6MU_II has the most anisotropic "energetic" structure, while the interaction energies in the least stable form 6MU_IV are very close in various directions. The modeling of shear deformations of layers in the metastable polymorphic structures has not revealed any possibility of these crystals to be deformed under external mechanical stress or pressure influence. These results allow the use of metastable polymorphic forms of 6-methyluracil in the pharmaceutical industry without any limitations.
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Affiliation(s)
- Svitlana V. Shishkina
- SSI
“Institute for Single Crystals” NAS of Ukraine, 60 Nauky Avenue, Kharkiv 61001, Ukraine
- V.
N. Karazin Kharkiv National University, 4 Svobody Sq., Kharkiv 61022, Ukraine
| | - Anna M. Shaposhnik
- SSI
“Institute for Single Crystals” NAS of Ukraine, 60 Nauky Avenue, Kharkiv 61001, Ukraine
| | | | - Vyacheslav M. Baumer
- SSI
“Institute for Single Crystals” NAS of Ukraine, 60 Nauky Avenue, Kharkiv 61001, Ukraine
| | | | | | - Igor A. Levandovskiy
- Department
of Organic Chemistry, National Technical
University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, 37 Pobedy Avenue, 03056 Kyiv, Ukraine
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12
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Butler PWV, Day GM. Reducing overprediction of molecular crystal structures via threshold clustering. Proc Natl Acad Sci U S A 2023; 120:e2300516120. [PMID: 37252993 PMCID: PMC10266058 DOI: 10.1073/pnas.2300516120] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 05/01/2023] [Indexed: 06/01/2023] Open
Abstract
Crystal structure prediction is becoming an increasingly valuable tool for assessing polymorphism of crystalline molecular compounds, yet invariably, it overpredicts the number of polymorphs. One of the causes for this overprediction is in neglecting the coalescence of potential energy minima, separated by relatively small energy barriers, into a single basin at finite temperature. Considering this, we demonstrate a method underpinned by the threshold algorithm for clustering potential energy minima into basins, thereby identifying kinetically stable polymorphs and reducing overprediction.
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Affiliation(s)
- Patrick W. V. Butler
- School of Chemistry, University of Southampton, SouthamptonSO17 1BJ, United Kingdom
| | - Graeme M. Day
- School of Chemistry, University of Southampton, SouthamptonSO17 1BJ, United Kingdom
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13
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Li W, Zhou L, Tian B, Chen K, Feng Y, Wang T, Wang N, Huang X, Hao H. Polymorphism of Pradofloxacin: Crystal Structure Analysis, Stability Study, and Phase Transformation Behavior. Pharm Res 2023; 40:999-1012. [PMID: 37029294 DOI: 10.1007/s11095-023-03509-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 03/26/2023] [Indexed: 04/09/2023]
Abstract
PURPOSE Pradofloxacin is an important antibiotic with poor physical stability. At present, there is no systematic study on its polymorphic form. The purpose of this study is to develop new crystal forms to improve the stability of Pradofloxacin and systematically study the crystal transformation relationships to guide industrial production. METHOD In this work, three solvent-free forms (Form A, Form B and Form C), a new dimethyl sulfoxide solvate (Form PL-DMSO) and a new hydrate (Form PL-H) were successfully obtained and the single crystal data of Form A, Form B and Form PL-DMSO were solved for the first time. Various solid state analysis techniques and slurry experiments have been used to evaluate the stability and determine phase transformation relationships of five crystal forms, the analysis of crystal structure provided theoretical support for the results. RESULT The water vapor adsorption and desorption experiences of Forms A, B, C and Form PL-H were studied, and the results show that the new hydrate has good hygroscopic stability and certain development potential. The thermal stability of different forms was determined by thermogravimetric analysis (TGA) and differential scanning calorimetry (DSC) and the crystal structure shows that there are more hydrogen bonds and C - H···π interactions in form B, which is the reason why Form B is more stable than form A. Finally, the phase transformation relationships of the five crystal forms were systematically studied and discussed. CONCLUSION These results are helpful to provide guiding methods in the production and storage of pradofloxacin.
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Affiliation(s)
- Wenlei Li
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Lina Zhou
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Beiqian Tian
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Kui Chen
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Yaoguang Feng
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Ting Wang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
- State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin, 30072, China
| | - Na Wang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
- State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin, 30072, China
| | - Xin Huang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China.
- State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin, 30072, China.
- Zhejiang Institute of Tianjin University, Ningbo, 315200, China.
| | - Hongxun Hao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China.
- State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin, 30072, China.
- School of Chemical Engineering and Technology, Hainan University, Haikou, 570208, China.
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14
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Nishiyama Y, Hou G, Agarwal V, Su Y, Ramamoorthy A. Ultrafast Magic Angle Spinning Solid-State NMR Spectroscopy: Advances in Methodology and Applications. Chem Rev 2023; 123:918-988. [PMID: 36542732 PMCID: PMC10319395 DOI: 10.1021/acs.chemrev.2c00197] [Citation(s) in RCA: 36] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Solid-state NMR spectroscopy is one of the most commonly used techniques to study the atomic-resolution structure and dynamics of various chemical, biological, material, and pharmaceutical systems spanning multiple forms, including crystalline, liquid crystalline, fibrous, and amorphous states. Despite the unique advantages of solid-state NMR spectroscopy, its poor spectral resolution and sensitivity have severely limited the scope of this technique. Fortunately, the recent developments in probe technology that mechanically rotate the sample fast (100 kHz and above) to obtain "solution-like" NMR spectra of solids with higher resolution and sensitivity have opened numerous avenues for the development of novel NMR techniques and their applications to study a plethora of solids including globular and membrane-associated proteins, self-assembled protein aggregates such as amyloid fibers, RNA, viral assemblies, polymorphic pharmaceuticals, metal-organic framework, bone materials, and inorganic materials. While the ultrafast-MAS continues to be developed, the minute sample quantity and radio frequency requirements, shorter recycle delays enabling fast data acquisition, the feasibility of employing proton detection, enhancement in proton spectral resolution and polarization transfer efficiency, and high sensitivity per unit sample are some of the remarkable benefits of the ultrafast-MAS technology as demonstrated by the reported studies in the literature. Although the very low sample volume and very high RF power could be limitations for some of the systems, the advantages have spurred solid-state NMR investigation into increasingly complex biological and material systems. As ultrafast-MAS NMR techniques are increasingly used in multidisciplinary research areas, further development of instrumentation, probes, and advanced methods are pursued in parallel to overcome the limitations and challenges for widespread applications. This review article is focused on providing timely comprehensive coverage of the major developments on instrumentation, theory, techniques, applications, limitations, and future scope of ultrafast-MAS technology.
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Affiliation(s)
- Yusuke Nishiyama
- JEOL Ltd., Akishima, Tokyo196-8558, Japan
- RIKEN-JEOL Collaboration Center, Yokohama, Kanagawa230-0045, Japan
| | - Guangjin Hou
- State Key Laboratory of Catalysis, Dalian National Laboratory for Clean Energy, 2011-Collaborative Innovation Center of Chemistry for Energy Materials, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Zhongshan Road 457, Dalian116023, China
| | - Vipin Agarwal
- Tata Institute of Fundamental Research, Sy. No. 36/P, Gopanpally, Hyderabad500 046, India
| | - Yongchao Su
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey07065, United States
| | - Ayyalusamy Ramamoorthy
- Biophysics, Department of Chemistry, Biomedical Engineering, Macromolecular Science and Engineering, Michigan Neuroscience Institute, University of Michigan, Ann Arbor, Michigan41809-1055, United States
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15
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Indomethacin: Effect of Diffusionless Crystal Growth on Thermal Stability during Long-Term Storage. Molecules 2023; 28:molecules28041568. [PMID: 36838556 PMCID: PMC9963031 DOI: 10.3390/molecules28041568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/10/2023] Open
Abstract
Differential scanning calorimetry and Raman spectroscopy were used to study the nonisothermal and isothermal crystallization behavior of amorphous indomethacin powders (with particle sizes ranging from 50 to 1000 µm) and their dependence on long-term storage conditions, either 0-100 days stored freely at laboratory ambient temperatures and humidity or placed in a desiccator at 10 °C. Whereas the γ-form polymorph always dominated, the accelerated formation of the α-form was observed in situations of heightened mobility (higher temperature and heating rate), increased amounts of mechanically induced defects, and prolonged free-surface nucleation. A complex crystallization behavior with two separated crystal growth modes (originating from either the mechanical defects or the free surface) was identified both isothermally and nonisothermally. The diffusionless glass-crystal (GC) crystal growth was found to proceed during the long-term storage at 10 °C and zero humidity, at the rate of ~100 µm of the γ-form surface crystalline layer being formed in 100 days. Storage at the laboratory temperature (still below the glass transition temperature) and humidity led only to a negligible/nondetectable GC growth for the fine indomethacin powders (particle size below ~150 µm), indicating a marked suppression of GC growth by the high density of mechanical defects under these conditions. The freely stored bulk material with no mechanical damage and a smooth surface exhibited zero traces of GC growth (as confirmed by microscopy) after >150 days of storage. The accuracy of the kinetic predictions of the indomethacin crystallization behavior was rather poor due to the combined influences of the mechanical defects, competing nucleation, and crystal growth processes of the two polymorphic phases as well as the GC growth complex dependence on the storage conditions within the vicinity of the glass transition temperature. Performing paired isothermal and nonisothermal kinetic measurements is thus highly recommended in macroscopic crystallization studies of drugs with similarly complicated crystal growth behaviors.
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16
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Sun Z, Lin B, Yang X, Zhao B, Zhang H, Dong Q, Zhong L, Zhang S, Zhang M, Xu X, Dong H, Li H, Li L, Nie L, Zang H. Review of the Application of Raman Spectroscopy in Qualitative and Quantitative Analysis of Drug Polymorphism. Curr Top Med Chem 2023; 23:1340-1351. [PMID: 36567287 DOI: 10.2174/1568026623666221223113342] [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: 06/18/2022] [Revised: 11/07/2022] [Accepted: 11/16/2022] [Indexed: 12/27/2022]
Abstract
Drug polymorphism is an important factor affecting the drugs quality and clinical efficacy. Therefore, great attention should be paid to the crystal analysis of drugs with their researching and evaluating part. With the booming development of Raman spectroscopy in recent years, more and more crystal analysis investigations were based on vibrational spectroscopy. This review mainly discussed the qualitative and quantitative analysis of active pharmaceutical ingredients (API) and pharmaceutical preparation with Raman spectroscopy. On basis of the determination of the vibration mode of drug molecules and the analysis of their chemical structure, this method had the advantages of universal, non-destructive, fast determination, low samples and cost, etc. This review provides theoretical and technical support for crystal structure, which are worth popularizing. It is expected that it will be helpful to relevant government management institutions, pharmaceutical scientific research institutions and pharmaceutical manufacturers.
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Affiliation(s)
- Zhongyu Sun
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Boran Lin
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Xiangchun Yang
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Bing Zhao
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Hui Zhang
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Qin Dong
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Liang Zhong
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Shuaihua Zhang
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Mengqi Zhang
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Xiuhua Xu
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Hailing Dong
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Haoyuan Li
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Lian Li
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
- Key Laboratory of Chemical Biology (Ministry of Education), Shandong University, Jinan, 250012, Shandong, China
| | - Lei Nie
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Hengchang Zang
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Institute of Biochemical and Biotechnological Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
- Key Laboratory of Chemical Biology (Ministry of Education), Shandong University, Jinan, 250012, Shandong, China
- National Glycoengineering Research Center, Shandong University, Jinan, 250012, Shandong, China
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17
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Andrews J, Kennedy SR, Yufit DS, McCabe JF, Steed JW. Designer Gelators for the Crystallization of a Salt Active Pharmaceutical Ingredient-Mexiletine Hydrochloride. CRYSTAL GROWTH & DESIGN 2022; 22:6775-6785. [PMID: 36345390 PMCID: PMC9635620 DOI: 10.1021/acs.cgd.2c00925] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 10/03/2022] [Indexed: 06/16/2023]
Abstract
We report an approach to obtain drug-mimetic supramolecular gelators, which are capable of stabilizing metastable polymorphs of the pharmaceutical salt mexiletine hydrochloride, a highly polymorphic antiarrhythmic drug. Solution-phase screening led to the discovery of two new solvated solid forms of mexiletine, a type C 1,2,4-trichlorobenzene tetarto-solvate and a type D nitrobenzene solvate. Various metastable forms were crystallized within the gels under conditions which would not have been possible in solution. Despite typically crystallizing concomitantly with form 1, a pure sample of form 3 was crystallized within a gel of ethyl methyl ketone. Various type A channel solvates were crystallized from gels of toluene and ethyl acetate, in which the contents of the channels varied from those of solution-phase forms. Most strikingly, the high-temperature-stable form 2 was crystallized from a gel in 1,2-dibromoethane: the only known route to access this form at room temperature. These results exemplify the powerful stabilizing effect of drug-mimetic supramolecular gels, which can be exploited in pharmaceutical polymorph screens to access highly metastable or difficult-to-nucleate solid forms.
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Affiliation(s)
- Jessica
L. Andrews
- Department
of Chemistry, Durham University, South Road, Durham DH1 3LE, U.K.
| | - Stuart R. Kennedy
- Department
of Chemistry, Durham University, South Road, Durham DH1 3LE, U.K.
| | - Dmitry S. Yufit
- Department
of Chemistry, Durham University, South Road, Durham DH1 3LE, U.K.
| | - James F. McCabe
- Pharmaceutical
Sciences, R&D, AstraZeneca, Charter Way, Silk Road Business Park, Macclesfield SK10 2NA, U.K.
| | - Jonathan W. Steed
- Department
of Chemistry, Durham University, South Road, Durham DH1 3LE, U.K.
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18
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Fang L, Gao Z, Gao Z, Huang W, Wan X, Rohani S, Gong J. Controlled Crystallization of Metastable Polymorphic Pharmaceutical: Comparative Study of Batchwise and Continuous Tubular Crystallizers. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.118277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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19
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Masciocchi N, Abbinante VM, Zambra M, Barreca G, Zampieri M. Thermal and Structural Characterization of Two Crystalline Polymorphs of Tafamidis Free Acid. Molecules 2022; 27:7411. [PMID: 36364244 PMCID: PMC9656987 DOI: 10.3390/molecules27217411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 10/19/2022] [Accepted: 10/25/2022] [Indexed: 09/05/2023] Open
Abstract
Tafamidis, chemical formula C14H7Cl2NO3, is a drug used to delay disease progression in adults suffering from transthyretin amyloidosis, and is marketed worldwide under different tradenames as a free acid or in the form of its meglumine salt. The free acid (CAS no. 594839-88-0) is reported to crystallize as distinct (polymorphic) crystal forms, the thermal stability and structural features of which remained thus far undisclosed. In this paper, we present-by selectively isolating highly pure batches of Tafamidis Form 1 and Tafamidis Form 4-the full characterization of these solids, in terms of crystal structures (determined using state-of-the-art structural powder diffraction methods) and spectroscopic and thermal properties. Beyond conventional thermogravimetric and calorimetric analyses, variable-temperature X-ray diffraction was employed to measure the highly anisotropic response of these (poly)crystalline materials to thermal stimuli and enabled the determination of the linear and volumetric thermal expansion coefficients and of the related indicatrix. Both crystal phases are monoclinic and contain substantially flat and π-π stacked Tafamidis molecules, arranged as centrosymmetric dimers by strong O-H···O bonds; weaker C-H···N contacts give rise, in both polymorphs, to infinite ribbons, which guarantee the substantial stiffness of the crystals in the direction of their elongation. Complete knowledge of the structural models will foster the usage of full-pattern quantitative phase analyses of Tafamidis in drug and polymorphic mixtures, an important aspect in both the forensic and the industrial sectors.
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Affiliation(s)
- Norberto Masciocchi
- Dipartimento di Scienza e Alta Tecnologia e To.Sca.Lab., Università dell’Insubria, Via Valleggio 11, 22100 Como, Italy
| | | | - Marco Zambra
- Dipartimento di Scienza e Alta Tecnologia e To.Sca.Lab., Università dell’Insubria, Via Valleggio 11, 22100 Como, Italy
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20
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Doan-Nguyen TP, Crespy D. Advanced density-based methods for the characterization of materials, binding events, and kinetics. Chem Soc Rev 2022; 51:8612-8651. [PMID: 36172819 DOI: 10.1039/d1cs00232e] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Investigations of the densities of chemicals and materials bring valuable insights into the fundamental understanding of matter and processes. Recently, advanced density-based methods have been developed with wide measurement ranges (i.e. 0-23 g cm-3), high resolutions (i.e. 10-6 g cm-3), compatibility with different types of samples and the requirement of extremely low volumes of sample (as low as a single cell). Certain methods, such as magnetic levitation, are inexpensive, portable and user-friendly. Advanced density-based methods are, therefore, beneficially used to obtain absolute density values, composition of mixtures, characteristics of binding events, and kinetics of chemical and biological processes. Herein, the principles and applications of magnetic levitation, acoustic levitation, electrodynamic balance, aqueous multiphase systems, and suspended microchannel resonators for materials science are discussed.
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Affiliation(s)
- Thao P Doan-Nguyen
- Max Planck-VISTEC Partner Laboratory for Sustainable Materials, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong 21210, Thailand. .,Department of Materials Science and Engineering, School of Molecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong 21210, Thailand
| | - Daniel Crespy
- Max Planck-VISTEC Partner Laboratory for Sustainable Materials, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong 21210, Thailand. .,Department of Materials Science and Engineering, School of Molecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong 21210, Thailand
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21
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Svoboda R, Košťálová D, Krbal M, Komersová A. Indomethacin: The Interplay between Structural Relaxation, Viscous Flow and Crystal Growth. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27175668. [PMID: 36080433 PMCID: PMC9458118 DOI: 10.3390/molecules27175668] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 08/26/2022] [Accepted: 08/30/2022] [Indexed: 11/16/2022]
Abstract
Non-isothermal differential scanning calorimetry (DSC) was used to study the influences of particle size (daver) and heating rate (q+) on the structural relaxation, crystal growth and decomposition kinetics of amorphous indomethacin. The structural relaxation and decomposition processes exhibited daver-independent kinetics, with the q+ dependences based on the apparent activation energies of 342 and 106 kJ·mol-1, respectively. The DSC-measured crystal growth kinetics played a dominant role in the nucleation throughout the total macroscopic amorphous-to-crystalline transformation: the change from the zero-order to the autocatalytic mechanism with increasing q+, the significant alteration of kinetics, with the storage below the glass transition temperature, and the accelerated crystallization due to mechanically induced defects. Whereas slow q+ led to the formation of the thermodynamically stable γ polymorph, fast q+ produced a significant amount of the metastable α polymorph. Mutual correlations between the macroscopic and microscopic crystal growth processes, and between the viscous flow and structural relaxation motions, were discussed based on the values of the corresponding activation energies. Notably, this approach helped us to distinguish between particular crystal growth modes in the case of the powdered indomethacin materials. Ediger's decoupling parameter was used to quantify the relationship between the viscosity and crystal growth. The link between the cooperativity of structural domains, parameters of the Tool-Narayanaswamy-Moynihan relaxation model and microscopic crystal growth was proposed.
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Affiliation(s)
- Roman Svoboda
- Department of Physical Chemistry, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic
- Correspondence: ; Tel.: +420-466-037-420
| | - Daniela Košťálová
- Department of Physical Chemistry, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic
| | - Miloš Krbal
- Center of Materials and Nanotechnologies (CEMNAT), Faculty of Chemical Technology, University of Pardubice, nam. Cs legii 565, 530 02 Pardubice, Czech Republic
| | - Alena Komersová
- Department of Physical Chemistry, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic
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Abstract
![]()
Electron crystallography
has a storied history which rivals that
of its more established X-ray-enabled counterpart. Recent advances
in data collection and analysis have sparked a renaissance in the
field, opening a new chapter for this venerable technique. Burgeoning
interest in electron crystallography has spawned innovative methods
described by various interchangeable labels (3D ED, MicroED, cRED,
etc.). This Review covers concepts and findings relevant to the practicing
crystallographer, with an emphasis on experiments aimed at using electron
diffraction to elucidate the atomic structure of three-dimensional
molecular crystals.
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Affiliation(s)
- Ambarneil Saha
- UCLA-DOE Institute for Genomics and Proteomics, University of California, Los Angeles, Los Angeles, California 90095, United States.,Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Shervin S Nia
- UCLA-DOE Institute for Genomics and Proteomics, University of California, Los Angeles, Los Angeles, California 90095, United States.,Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - José A Rodríguez
- UCLA-DOE Institute for Genomics and Proteomics, University of California, Los Angeles, Los Angeles, California 90095, United States.,Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
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23
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Oparin RD, Krestyaninov MA, Kiselev MG. Role of an intramolecular H-bond in lidocaine conformer distribution and polymorph stability. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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24
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Huang Z, Suzuki H, Ito M, Noguchi S. Direct detection of the crystal form of an active pharmaceutical ingredient in tablets by X-ray absorption fine structure spectroscopy. Int J Pharm 2022; 625:122057. [PMID: 35908632 DOI: 10.1016/j.ijpharm.2022.122057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 07/08/2022] [Accepted: 07/23/2022] [Indexed: 10/16/2022]
Abstract
Different crystal forms of active pharmaceutical ingredients (APIs) may display variations in physicochemical properties. During the drug development process, the definitive purpose is to maintain homogeneous quality in a single crystalline form. Hence, it is important to evaluate and understand the properties of each crystal form of APIs in pharmaceutics. In this study, forms 0, Ⅰ, Ⅱ, III of bromhexine hydrochloride, and form S of bromhexine were characterized by the commonly used methods X-ray powder diffraction, thermogravimetry-differential thermal analysis, and single crystal structure X-ray diffraction. Additionally, X-ray absorption fine structure spectroscopy (XAFS), a seldom used method in the pharmaceutics discipline was also applied to explore the chemical environment of bromine atoms in forms 0, Ⅰ, Ⅱ and S as well as chloride ions in forms 0 to Ⅱ. The XAFS spectra of each form were different from each of the other forms which indicated the chemical environment around target elements in the crystal polymorphs were distinct. Then, we measured the commercial bromhexine hydrochloride tablets with XAFS measurement and found that XAFS could distinguish the crystal form in the tablets. Hence, we demonstrated that XAFS measurements would be applicable as one of the methods for the direct detection of APIs in the tablets.
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Affiliation(s)
- Zhenni Huang
- Graduate School of Pharmaceutical Science, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8514, Japan
| | - Hironori Suzuki
- Graduate School of Pharmaceutical Science, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8514, Japan.
| | - Masataka Ito
- Graduate School of Pharmaceutical Science, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8514, Japan
| | - Shuji Noguchi
- Graduate School of Pharmaceutical Science, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8514, Japan
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Trinh TTH, Nguyen TKP, Khuu CQ, Wolf SE, Nguyen AT. Influence of Taylor Vortex Flow on the Crystallization of l-Glutamic Acid as an Organic Model Compound. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c01505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Thi Thanh Huyen Trinh
- Vietnamese-German University (VGU), Le Lai Street, Hoa Phu Ward, Thu Dau Mot City, Binh Duong Province 820000, Vietnam
- Department of Materials Science and Engineering (WW), Institute of Glass and Ceramics (WW3), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Martensstrasse 5, Erlangen 91058, Germany
| | - Thi Kim Phuong Nguyen
- Institute of Chemical Technology, Vietnam Academy of Science and Technology (VAST), 1A-TL29 Street, District 12th,
Thanh Loc Ward, Ho Chi Minh City 700000, Vietnam
| | - Chau Quang Khuu
- Institute of Chemical Technology, Vietnam Academy of Science and Technology (VAST), 1A-TL29 Street, District 12th,
Thanh Loc Ward, Ho Chi Minh City 700000, Vietnam
| | - Stephan E. Wolf
- Department of Materials Science and Engineering (WW), Institute of Glass and Ceramics (WW3), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Martensstrasse 5, Erlangen 91058, Germany
- Interdisciplinary Centre for Functional Particle Systems (FPS), Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen 91058, Germany
| | - Anh-Tuan Nguyen
- Department of Materials Science and Engineering (WW), Institute of Glass and Ceramics (WW3), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Martensstrasse 5, Erlangen 91058, Germany
- Institute of Chemical Technology, Vietnam Academy of Science and Technology (VAST), 1A-TL29 Street, District 12th,
Thanh Loc Ward, Ho Chi Minh City 700000, Vietnam
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26
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Olenik B, Keil B, Jeschke P. Importance of chemical polymorphism in modern crop protection. PEST MANAGEMENT SCIENCE 2022; 78:2746-2758. [PMID: 35419941 PMCID: PMC9321084 DOI: 10.1002/ps.6919] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 03/28/2022] [Accepted: 04/14/2022] [Indexed: 06/14/2023]
Abstract
The development of agrochemical products faces many scientific challenges. After selection of an agrochemical candidate its properties will have to be optimized to guarantee best bioavailability and stability under many different conditions in various formulation types. These challenges are influenced by the solid-state properties of the active ingredient and this makes the selection of an optimized solid-state form of modern agrochemicals at early development stages very valuable. The increasing awareness of the solid state of agrochemicals is reflected in the importance of polymorphism patent applications, which may enhance the risk of litigations. This review aims to present strategies for the solid-form selection process of agrochemical development candidates. It introduces the different techniques for crystallization and analytics and demonstrates the influence of the solid state on different formulation types. © 2022 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Britta Olenik
- Bayer AG, Chemical & Pharmaceutical Development, Pharma, Material ScienceWuppertalGermany
| | - Birgit Keil
- Bayer AG, Chemical & Pharmaceutical Development, Pharma, Material ScienceWuppertalGermany
| | - Peter Jeschke
- Institut für Organische Chemie und Makromolekulare ChemieHeinrich‐Heine‐Universität DüsseldorfDuesseldorfGermany
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27
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Xiouras C, Cameli F, Quilló GL, Kavousanakis ME, Vlachos DG, Stefanidis GD. Applications of Artificial Intelligence and Machine Learning Algorithms to Crystallization. Chem Rev 2022; 122:13006-13042. [PMID: 35759465 DOI: 10.1021/acs.chemrev.2c00141] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Artificial intelligence and specifically machine learning applications are nowadays used in a variety of scientific applications and cutting-edge technologies, where they have a transformative impact. Such an assembly of statistical and linear algebra methods making use of large data sets is becoming more and more integrated into chemistry and crystallization research workflows. This review aims to present, for the first time, a holistic overview of machine learning and cheminformatics applications as a novel, powerful means to accelerate the discovery of new crystal structures, predict key properties of organic crystalline materials, simulate, understand, and control the dynamics of complex crystallization process systems, as well as contribute to high throughput automation of chemical process development involving crystalline materials. We critically review the advances in these new, rapidly emerging research areas, raising awareness in issues such as the bridging of machine learning models with first-principles mechanistic models, data set size, structure, and quality, as well as the selection of appropriate descriptors. At the same time, we propose future research at the interface of applied mathematics, chemistry, and crystallography. Overall, this review aims to increase the adoption of such methods and tools by chemists and scientists across industry and academia.
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Affiliation(s)
- Christos Xiouras
- Chemical Process R&D, Crystallization Technology Unit, Janssen R&D, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Fabio Cameli
- Department of Chemical and Biomolecular Engineering, University of Delaware, 150 Academy Street, Newark, Delaware 19716, United States
| | - Gustavo Lunardon Quilló
- Chemical Process R&D, Crystallization Technology Unit, Janssen R&D, Turnhoutseweg 30, 2340 Beerse, Belgium.,Chemical and BioProcess Technology and Control, Department of Chemical Engineering, Faculty of Engineering Technology, KU Leuven, Gebroeders de Smetstraat 1, 9000 Ghent, Belgium
| | - Mihail E Kavousanakis
- School of Chemical Engineering, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zografou, Greece
| | - Dionisios G Vlachos
- Department of Chemical and Biomolecular Engineering, University of Delaware, 150 Academy Street, Newark, Delaware 19716, United States
| | - Georgios D Stefanidis
- School of Chemical Engineering, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zografou, Greece.,Laboratory for Chemical Technology, Ghent University; Tech Lane Ghent Science Park 125, B-9052 Ghent, Belgium
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28
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29
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Ionic Liquids: Promising Approach for Oral Drug Delivery. Pharm Res 2022; 39:2353-2365. [PMID: 35449344 DOI: 10.1007/s11095-022-03260-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 04/06/2022] [Indexed: 12/22/2022]
Abstract
Oral administration is the most preferred route for drug administration in clinic. However, due to unsatisfactory physicochemical properties of drugs and various physiological barriers, the oral bioavailability of most poorly water-soluble and macromolecules drugs is low and the therapeutic effect is unsatisfactory. Ionic liquids (ILs), molten salts with unique properties, show amazing potential for oral delivery. In addition to being able to form active pharmaceutical ingredients based ILs (API-ILs) to overcome drug solubility and polymorphism issues, ILs have also been used to enhance the solubility of poorly soluble drugs, enhance drug stability in the gastrointestinal environment, improve drug permeability in intestinal mucus, and facilitate drug penetration across the intestinal epithelial barrier. Furthermore, ILs were attempted as formulation components to develop novel oral drug delivery systems. This review focus on the application progress of ILs in oral drug delivery and the mechanisms. The challenges and perspectives of the development of ILs-based oral delivery systems are also discussed. This article reviews the latest advances of ionic liquids for oral drug delivery, focusing on the application and related mechanisms of ionic liquids in improving the drug physicochemical properties and enhancing drug delivery across physiological barriers.
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30
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Rue KL, Niu G, Li J, Raptis RG. Crystal Structure Determination and Hirshfeld Analysis of a New Alternariol Packing Polymorph. CRYSTALS 2022; 12. [PMID: 35968538 PMCID: PMC9374539 DOI: 10.3390/cryst12050579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
A new polymorph of the mycotoxin alternariol is reported and characterized by single crystal X-ray diffraction. Structural data, Hirshfeld surface analysis, and 2D fingerprint plots are used to compare differences in the intermolecular interactions of the orthorhombic Pca21 Form I (previously reported) and the monoclinic P21/c Form II (herein reported). The polymorphs have small differences in planarity—7.55° and 2.19° between the terminal rings for Form I and Form II, respectively—that brings about significant differences in the crystal packing and O-H … H interactions.
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Affiliation(s)
- Kelly L. Rue
- Department of Chemistry and Biochemistry, College of Arts, Science & Education, Modesto A. Maidique Campus, Florida International University, Miami, FL 33199, USA
| | - Guodong Niu
- Department of Biological Sciences, College of Arts, Science & Education, Modesto A. Maidique Campus, Florida International University, Miami, FL 33199, USA
| | - Jun Li
- Department of Biological Sciences, College of Arts, Science & Education, Modesto A. Maidique Campus, Florida International University, Miami, FL 33199, USA
- Biomolecular Sciences Institute, College of Arts, Science & Education, Modesto A. Maidique Campus, Florida International University, Miami, FL 33199, USA
- Correspondence: (J.L.); (R.G.R.)
| | - Raphael G. Raptis
- Department of Chemistry and Biochemistry, College of Arts, Science & Education, Modesto A. Maidique Campus, Florida International University, Miami, FL 33199, USA
- Biomolecular Sciences Institute, College of Arts, Science & Education, Modesto A. Maidique Campus, Florida International University, Miami, FL 33199, USA
- Correspondence: (J.L.); (R.G.R.)
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31
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Skotnicki M, Hodgkinson P. Characterization of crystalline and amorphous forms of irbesartan by multi-nuclear solid-state NMR. SOLID STATE NUCLEAR MAGNETIC RESONANCE 2022; 118:101783. [PMID: 35247851 DOI: 10.1016/j.ssnmr.2022.101783] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 02/09/2022] [Accepted: 02/14/2022] [Indexed: 06/14/2023]
Abstract
Irbesartan (IRB) is an antihypertensive drug which exhibits the rare phenomenon of desmotropy; its 1H- and 2H- tetrazole tautomers can be isolated as distinct crystalline forms. The crystalline forms of IRB are poorly soluble, hence the amorphous form is potentially of interest for its faster dissolution rate. The tautomeric form and the nature of hydrogen bonding in amorphous IRB are unknown. In this study, crystalline form A and amorphous form of irbesartan were studied using 13C, 15N and 1H solid-state NMR. Variable-temperature 13C SSMNR studies showed alkyl chain disorder in the crystalline form of IRB, which may explain the conflicting literature crystal structures of form A (the marketed form). 15N NMR indicates that the amorphous material contains an approximately 2:1 ratio of 1H- and 2H-tetrazole tautomers. Static 1H SSNMR and relaxation time measurements confirmed different molecular mobilities of the samples and provided molecular-level insight into the nature of the glass transition. SSNMR is shown to be a powerful technique to investigate the solid state of disordered active pharmaceutical ingredients.
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Affiliation(s)
- Marcin Skotnicki
- Chair and Department of Pharmaceutical Technology, Poznan University of Medical Sciences, ul. Grunwaldzka 6, 60-780, Poznan, Poland.
| | - Paul Hodgkinson
- Department of Chemistry, Durham University, South Road, Durham, DH1 3LE, United Kingdom.
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32
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Bora M, Hsu MN, Khan SA, Doyle PS. Hydrogel Microparticle-Templated Anti-Solvent Crystallization of Small-Molecule Drugs. Adv Healthc Mater 2022; 11:e2102252. [PMID: 34936230 DOI: 10.1002/adhm.202102252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 12/14/2021] [Indexed: 11/07/2022]
Abstract
Conventional formulation strategies for hydrophobic small-molecule drug products frequently include mechanical milling to decrease active pharmaceutical ingredient (API) crystal size and subsequent granulation processes to produce an easily handled powder. A hydrogel-templated anti-solvent crystallization method is presented for the facile fabrication of microparticles containing dispersed nanocrystals of poorly soluble API. Direct crystallization within a porous hydrogel particle template yields core-shell structures in which the hydrogel core containing API nanocrystals is encased by a crystalline API shell. The process of controllable loading (up to 64% w/w) is demonstrated, and tailored dissolution profiles are achieved by simply altering the template particle size. API release is well described by a shrinking core model. Overall, the approach is a simple, scalable and potentially generalizable method that enables novel means of independently controlling both API crystallization and excipient characteristics, offering a "designer" drug particle system.
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Affiliation(s)
- Meghali Bora
- Singapore‐MIT Alliance for Research and Technology 1 CREATE Way, #04‐13/14 Enterprise Wing Singapore 138602 Singapore
| | - Myat Noe Hsu
- Singapore‐MIT Alliance for Research and Technology 1 CREATE Way, #04‐13/14 Enterprise Wing Singapore 138602 Singapore
| | - Saif A Khan
- Singapore‐MIT Alliance for Research and Technology 1 CREATE Way, #04‐13/14 Enterprise Wing Singapore 138602 Singapore
- Department of Chemical and Biomolecular Engineering National University of Singapore 1 CREATE Way, #04‐13/14 Enterprise Wing Singapore 138602 Singapore
| | - Patrick S Doyle
- Singapore‐MIT Alliance for Research and Technology 1 CREATE Way, #04‐13/14 Enterprise Wing Singapore 138602 Singapore
- Department of Chemical Engineering Massachusetts Institute of Technology 77 Massachusetts Avenue Room E17‐504F Cambridge MA 02139 USA
- Harvard Medical School Initiative for RNA Medicine Boston MA 02115 USA
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33
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González R, Peña MÁ, Torres NS, Torrado G. Design, development, and characterization of amorphous rosuvastatin calcium tablets. PLoS One 2022; 17:e0265263. [PMID: 35312730 PMCID: PMC8936501 DOI: 10.1371/journal.pone.0265263] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/26/2022] [Indexed: 11/19/2022] Open
Abstract
This work proposes a methodology for the design, development, optimisation, and evaluation of amorphous rosuvastatin calcium tablets (BCS class II drug). The main goal was to ensure rapid disintegration and high dissolution rate of the active ingredient, thus enhancing its bioavailability. The design started from a careful selection of excipients, which due to their characteristics and proportions within the formulation allowed the use of their properties such as fluidity or granulometric distribution. The formulation was characterised using scanning electron microscopy (SEM), differential scanning calorimetry (DSC), thermogravimetry (TGA), Fourier transform infrared spectroscopy (FT-IR) and powder X-ray diffraction (PXRD) methods. The galenic SeDeM methodology was used to establish the profile of the active ingredient-excipient mixture and guarantee its suitability for producing tablets by the direct compression method. The results demonstrate that the amorphous rosuvastatin calcium tablets formulation developed made it possible to obtain cost-effective tablets by direct compression with optimal pharmacotechnical characteristics that showed a remarkable disintegration and dissolution rate. The manufactured tablets complied with the pharmacopoeia guidelines regarding content uniformity, tablet hardness, thickness, friability, in vitro disintegration time and dissolution profile.
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Affiliation(s)
- Rocío González
- Faculty of Pharmacy, Department of Biomedical Sciences, University of Alcalá, Alcalá de Henares, Madrid, Spain
| | - Mª Ángeles Peña
- Faculty of Pharmacy, Department of Biomedical Sciences, University of Alcalá, Alcalá de Henares, Madrid, Spain
| | - Norma Sofía Torres
- Faculty of Pharmacy, Department of Biomedical Sciences, University of Alcalá, Alcalá de Henares, Madrid, Spain
| | - Guillermo Torrado
- Faculty of Pharmacy, Department of Biomedical Sciences, University of Alcalá, Alcalá de Henares, Madrid, Spain
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34
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Abramov YA, Sun G, Zeng Q. Emerging Landscape of Computational Modeling in Pharmaceutical Development. J Chem Inf Model 2022; 62:1160-1171. [PMID: 35226809 DOI: 10.1021/acs.jcim.1c01580] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Computational chemistry applications have become an integral part of the drug discovery workflow over the past 35 years. However, computational modeling in support of drug development has remained a relatively uncharted territory for a significant part of both academic and industrial communities. This review considers the computational modeling workflows for three key components of drug preclinical and clinical development, namely, process chemistry, analytical research and development, as well as drug product and formulation development. An overview of the computational support for each step of the respective workflows is presented. Additionally, in context of solid form design, special consideration is given to modern physics-based virtual screening methods. This covers rational approaches to polymorph, coformer, counterion, and solvent virtual screening in support of solid form selection and design.
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Affiliation(s)
- Yuriy A Abramov
- XtalPi, Inc., 245 Main St., Cambridge, Massachusetts 02142, United States.,Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Guangxu Sun
- XtalPi, Inc., Shenzhen Jingtai Technology Co., Ltd., Floor 3, Sf Industrial Plant, No. 2 Hongliu road, Fubao Community, Fubao Street, Futian District, Shenzhen 518100, China
| | - Qun Zeng
- XtalPi, Inc., Shenzhen Jingtai Technology Co., Ltd., Floor 3, Sf Industrial Plant, No. 2 Hongliu road, Fubao Community, Fubao Street, Futian District, Shenzhen 518100, China
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35
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Spatial-thermodynamic understanding of stabilization mechanism using computational approaches and molecular-level elucidation of the mechanism of crystal transformation in polymorphic irbesartan nanosuspensions. Int J Pharm 2022; 612:121350. [PMID: 34896564 DOI: 10.1016/j.ijpharm.2021.121350] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 11/19/2021] [Accepted: 12/01/2021] [Indexed: 11/22/2022]
Abstract
Irbesartan polymorphisms possess low solubility properties, nanosuspensions represent a method for improving the dissolution. Stabilizers are significant constituents of nanosuspensions. Herein we presented computational research on screening stabilizers and exploring stabilization mechanisms. The crystal transformation mechanism was also investigated. Soluplus-P407 and TPGS-HPMCE5 were screened by spatial conformation and thermodynamic energy analyses. The prepared nanosuspensions improved the dissolution properties of bulk drugs at pH 1.2, 4.5, 6.8. The nanosuspensions stabilization mechanism was analyzed by Molecular docking, Molecular dynamics simulations, Fourier transform infrared spectroscopy and Raman spectroscopy. It might be relate to the decreased enthalpy and Gibbs free energy which were determined by the synergy of external and internal energy factors. The X-ray powder diffraction, differential scanning calorimetry, scanning electron microscopy and transmission electron microscopy showed the crystal structures. The irbesartan B form was transformed in a Soluplus-P407-B/TPGS-HPMCE5-B physical mixture, but not in an SDS (-OH free)-B physical mixture. The intra-proton transfer induced by -OH on the stabilizer might be the transformation mechanism.
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36
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Hanna SL, Debela TT, Mroz AM, Syed ZH, Kirlikovali KO, Hendon CH, Farha OK. Identification of a metastable uranium metal–organic framework isomer through non-equilibrium synthesis. Chem Sci 2022; 13:13032-13039. [PMID: 36425512 PMCID: PMC9667927 DOI: 10.1039/d2sc04783g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 10/24/2022] [Indexed: 11/28/2022] Open
Abstract
Since the structure of supramolecular isomers determines their performance, rational synthesis of a specific isomer hinges on understanding the energetic relationships between isomeric possibilities. To this end, we have systematically interrogated a pair of uranium-based metal–organic framework topological isomers both synthetically and through density functional theory (DFT) energetic calculations. Although synthetic and energetic data initially appeared to mismatch, we assigned this phenomenon to the appearance of a metastable isomer, driven by levers defined by Le Châtelier's principle. Identifying the relationship between structure and energetics in this study reveals how non-equilibrium synthetic conditions can be used as a strategy to target metastable MOFs. Additionally, this study demonstrates how defined MOF design rules may enable access to products within the energetic phase space which are more complex than conventional binary (e.g., kinetic vs. thermodynamic) products. Identifying the relationship between structure and energetics in a uranium MOF isomer system reveals how non-equilibrium synthetic conditions can be used as a strategy to target metastable MOFs.![]()
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Affiliation(s)
- Sylvia L. Hanna
- Department of Chemistry and International Institute for Nanotechnology, Northwestern University, Evanston, IL 60208, USA
| | - Tekalign T. Debela
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, OR 97403, USA
| | - Austin M. Mroz
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, OR 97403, USA
| | - Zoha H. Syed
- Department of Chemistry and International Institute for Nanotechnology, Northwestern University, Evanston, IL 60208, USA
| | - Kent O. Kirlikovali
- Department of Chemistry and International Institute for Nanotechnology, Northwestern University, Evanston, IL 60208, USA
| | - Christopher H. Hendon
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, OR 97403, USA
- Materials Science Institute, University of Oregon, Eugene, OR 97403, USA
| | - Omar K. Farha
- Department of Chemistry and International Institute for Nanotechnology, Northwestern University, Evanston, IL 60208, USA
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208, USA
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37
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Vaksler YA, Idrissi A, Shishkina SV. Is it possible to predict the stability of a crystal structure under the influence of pressure? Quantum chemical study of ibuprofen crystals. NEW J CHEM 2022. [DOI: 10.1039/d1nj05780d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Quantum chemical modeling was used to analyze the crystalline structure of ibuprofen under atmospheric pressure to determine the structural features, providing its stability under pressure.
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Affiliation(s)
- Yevhenii A. Vaksler
- SSI “Institute for Single Crystals” National Academy of Science of Ukraine, 60 Nauky Ave., Kharkiv, 61001, Ukraine
- V. N. Karazin Kharkiv National University, 4 Svobody Sq., Kharkiv 61077, Ukraine
- Laboratoire de Spectroscopie Pour Les Interactions, La Réactivité et L’environnement (UMR CNRS A8516), Université de Lille, 59655, Villeneuve d’Ascq Cedex, France
| | - Abdenacer Idrissi
- Laboratoire de Spectroscopie Pour Les Interactions, La Réactivité et L’environnement (UMR CNRS A8516), Université de Lille, 59655, Villeneuve d’Ascq Cedex, France
| | - Svitlana V. Shishkina
- SSI “Institute for Single Crystals” National Academy of Science of Ukraine, 60 Nauky Ave., Kharkiv, 61001, Ukraine
- V. N. Karazin Kharkiv National University, 4 Svobody Sq., Kharkiv 61077, Ukraine
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38
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Freitas JTJ, Diniz LF, Gomes DS, de Paula PMAF, de Castro SHA, Martins LS, Silva DF, Horta ALM, Guimarães FAS, Calisto VFM, Diniz R. Energy framework and solubility: a new predictive model in the evaluation of the structure–property relationship of pharmaceutical solid forms. CrystEngComm 2022. [DOI: 10.1039/d2ce00818a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Crystal structures with lower interaction energy tend to present higher aqueous solubility.
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Affiliation(s)
- Jennifer T. J. Freitas
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Luan F. Diniz
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
- Laboratório de Controle de Qualidade de Medicamentos e Cosméticos, Departamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais, 31270-901, Belo Horizonte, MG, Brazil
| | - Daniele S. Gomes
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Pedro M. A. F. de Paula
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Sérgio H. A. de Castro
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Larissa S. Martins
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Daniely F. Silva
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Ana L. M. Horta
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Felipe A. S. Guimarães
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Victória F. M. Calisto
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
| | - Renata Diniz
- Grupo de Cristalografia Química (GCQ), Departamento de Química, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, 31270-901-Belo Horizonte, MG, Brazil
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39
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Prashanth J, Sivalakshmi Devi A, Surov AO, Voronin AP, Churakov AV, Perlovich GL, Balasubramanian S. Understanding the thermal stability of apalutamide crystalline solvates through crystal structure analyses and computational studies. CrystEngComm 2022. [DOI: 10.1039/d2ce00216g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The conformational flexibility of APA molecules leads to different crystal packing. The stability of the solvent molecules in the crystal structures was established through their strong intermolecular interactions with the host molecule.
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Affiliation(s)
- Jupally Prashanth
- Centre for X-ray Crystallography, Department of Analytical & Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
- Academy of Scientific and Innovative Research (AcSIR), Uttar Pradesh-201 002, India
| | - A. Sivalakshmi Devi
- Laurus Labs Ltd., DS-1, IKP Knowledge Park, Turkapally, Shameerpet, Hyderabad-500078, India
| | - Artem O. Surov
- G.A. Krestov Institute of Solution Chemistry RAS, 153045, Ivanovo, Russia
| | | | - Andrei V. Churakov
- Institute of General and Inorganic Chemistry RAS, Leninsky Prosp. 31, 119991, Moscow, Russia
| | | | - Sridhar Balasubramanian
- Centre for X-ray Crystallography, Department of Analytical & Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
- Academy of Scientific and Innovative Research (AcSIR), Uttar Pradesh-201 002, India
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40
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Carpenter JE, Grünwald M. Pre-Nucleation Clusters Predict Crystal Structures in Models of Chiral Molecules. J Am Chem Soc 2021; 143:21580-21593. [PMID: 34918909 DOI: 10.1021/jacs.1c09321] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Kinetics can play an important role in the crystallization of molecules and can give rise to polymorphism, the tendency of molecules to form more than one crystal structure. Current computational methods of crystal structure prediction, however, focus almost exclusively on identifying the thermodynamically stable polymorph. Kinetic factors of nucleation and growth are often neglected because the underlying microscopic processes can be complex and accurate rate calculations are numerically cumbersome. In this work, we use molecular dynamics computer simulations to study simple molecular models that reproduce the crystallization behavior of real chiral molecules, including the formation of enantiopure and racemic crystals, as well as polymorphism. A significant fraction of these molecules forms crystals that do not have the lowest free energy. We demonstrate that at high supersaturation crystal formation can be accurately predicted by considering the similarities between oligomeric species in solution and molecular motifs in the crystal structure. For the case of racemic mixtures, we even find that knowledge of crystal free energies is not necessary and kinetic considerations are sufficient to determine if the system will undergo spontaneous chiral separation. Our results suggest conceptually simple ways of improving current crystal structure prediction methods.
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Affiliation(s)
- John E Carpenter
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Michael Grünwald
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
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41
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Renier O, Bousrez G, Baryshnikov GV, Paterlini V, Smetana V, Ågren H, Rogers RD, Mudring AV. Shape Preserving Single Crystal to Amorphous to Single Crystal Polymorphic Transformation Is Possible. J Am Chem Soc 2021; 143:20202-20206. [PMID: 34813310 PMCID: PMC8662720 DOI: 10.1021/jacs.1c08590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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Many crystalline
materials form polymorphs and undergo solid–solid
transitions between different forms as a function of temperature or
pressure. However, there is still a poor understanding of the mechanism
of transformation. Conclusions about the transformation process are
typically drawn by comparing the crystal structures before and after
the conversion, but gaining detailed mechanistic knowledge is strongly
impeded by the generally fast rate of these transitions. When the
crystal morphology does not change, it is assumed that crystallinity
is maintained throughout the process. Here we report transformation
between polymorphs of ZnCl2(1,3-diethylimidazole-2-thione)2 which are sufficiently slow to allow unambiguous assignment
of single crystal to single crystal transformation with shape preservation
proceeding through an amorphous intermediate phase. This result fundamentally
challenges the commonly accepted views of polymorphic phase transition
mechanisms.
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Affiliation(s)
- Olivier Renier
- Department of Materials and Environmental Chemistry, Stockholm University, 10691 Stockholm, Sweden
| | - Guillaume Bousrez
- Department of Materials and Environmental Chemistry, Stockholm University, 10691 Stockholm, Sweden
| | - Glib V Baryshnikov
- Division of Theoretical Chemistry and Biology, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, 10691 Stockholm, Sweden.,Laboratory of Organic Electronics, Department of Science and Technology, Linköping University, SE-60174 Norrköping, Sweden
| | - Veronica Paterlini
- Department of Materials and Environmental Chemistry, Stockholm University, 10691 Stockholm, Sweden
| | - Volodymyr Smetana
- Department of Materials and Environmental Chemistry, Stockholm University, 10691 Stockholm, Sweden
| | - Hans Ågren
- Department of Physics and Astronomy, Uppsala University, 75120 Uppsala, Sweden
| | - Robin D Rogers
- College of Arts & Sciences, The University of Alabama, Tuscaloosa, Alabama 35487, United States
| | - Anja-Verena Mudring
- Department of Materials and Environmental Chemistry, Stockholm University, 10691 Stockholm, Sweden.,Department of Chemistry and iNANO, Aarhus University, 8000 Aarhus C, Denmark
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42
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Braun DE, Hald P, Kahlenberg V, Griesser UJ. Expanding the Solid Form Landscape of Bipyridines. CRYSTAL GROWTH & DESIGN 2021; 21:7201-7217. [PMID: 34867088 PMCID: PMC8640990 DOI: 10.1021/acs.cgd.1c01045] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/19/2021] [Indexed: 06/13/2023]
Abstract
Two bipyridine isomers (2,2'- and 4,4'-), used as coformers and ligands in coordination chemistry, were subjected to solid form screening and crystal structure prediction. One anhydrate and a formic acid disolvate were crystallized for 2,2'-bipyridine, whereas multiple solid-state forms, anhydrate, dihydrate, and eight solvates with carboxylic acids, including a polymorphic acetic acid disolvate, were found for the 4,4'-isomer. Seven of the solvates are reported for the first time, and structural information is provided for six of the new solvates. All twelve solid-state forms were investigated comprehensively using experimental [thermal analysis, isothermal calorimetry, X-ray diffraction, gravimetric moisture (de)sorption, and IR spectroscopy] and computational approaches. Lattice and interaction energy calculations confirmed the thermodynamic driving force for disolvate formation, mediated by the absence of H-bond donor groups of the host molecules. The exposed location of the N atoms in 4,4'-bipyridine facilitates the accommodation of bigger carboxylic acids and leads to higher conformational flexibility compared to 2,2'-bipyridine. For the 4,4'-bipyridine anhydrate ↔ hydrate interconversion hardly any hysteresis and a fast transformation kinetics are observed, with the critical relative humidity being at 35% at room temperature. The computed anhydrate crystal energy landscapes have the 2,2'-bipyridine as the lowest energy structure and the 4,4'-bipyridine among the low-energy structures and suggest a different crystallization behavior of the two compounds.
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Affiliation(s)
- Doris E. Braun
- Institute
of Pharmacy, University of Innsbruck, Innrain 52c, 6020 Innsbruck, Austria
| | - Patricia Hald
- Institute
of Pharmacy, University of Innsbruck, Innrain 52c, 6020 Innsbruck, Austria
| | - Volker Kahlenberg
- Institute
of Mineralogy and Petrography, University
of Innsbruck, Innrain 52, 6020 Innsbruck, Austria
| | - Ulrich J. Griesser
- Institute
of Pharmacy, University of Innsbruck, Innrain 52c, 6020 Innsbruck, Austria
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43
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Schneider-Rauber G, Arhangelskis M, Goh WP, Cattle J, Hondow N, Drummond-Brydson R, Ghadiri M, Sinha K, Ho R, Nere NK, Bordawekar S, Sheikh AY, Jones W. Understanding stress-induced disorder and breakage in organic crystals: beyond crystal structure anisotropy. Chem Sci 2021; 12:14270-14280. [PMID: 34760213 PMCID: PMC8565387 DOI: 10.1039/d1sc03095g] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 10/08/2021] [Indexed: 11/29/2022] Open
Abstract
Crystal engineering has advanced the strategies for design and synthesis of organic solids with the main focus being on customising the properties of the materials. Research in this area has a significant impact on large-scale manufacturing, as industrial processes may lead to the deterioration of such properties due to stress-induced transformations and breakage. In this work, we investigate the mechanical properties of structurally related labile multicomponent solids of carbamazepine (CBZ), namely the dihydrate (CBZ·2H2O), a cocrystal of CBZ with 1,4-benzoquinone (2CBZ·BZQ) and the solvates with formamide and 1,4-dioxane (CBZ·FORM and 2CBZ·DIOX, respectively). The effect of factors that are external (e.g. impact stressing) and/or internal (e.g. phase transformations and thermal motion) to the crystals are evaluated. In comparison to the other CBZ multicomponent crystal forms, CBZ·2H2O crystals tolerate less stress and are more susceptible to breakage. It is shown that this poor resistance to fracture may be a consequence of the packing of CBZ molecules and the orientation of the principal molecular axes in the structure relative to the cleavage plane. It is concluded, however, that the CBZ lattice alone is not accountable for the formation of cracks in the crystals of CBZ·2H2O. The strength and the temperature-dependence of electrostatic interactions, such as hydrogen bonds between CBZ and coformer, appear to influence the levels of stress to which the crystals are subjected that lead to fracture. Our findings show that the appropriate selection of coformer in multicomponent crystal forms, targetting superior mechanical properties, needs to account for the intrinsic stress generated by molecular vibrations and not solely by crystal anisotropy. Structural defects within the crystal lattice, although highly influenced by the crystallisation conditions and which are especially difficult to control in organic solids, may also affect breakage.
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Affiliation(s)
| | - Mihails Arhangelskis
- Faculty of Chemistry, University of Warsaw 1 Pasteura Street Warsaw 02-093 Poland
| | - Wei-Pin Goh
- School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - James Cattle
- School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Nicole Hondow
- School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Rik Drummond-Brydson
- School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Mojtaba Ghadiri
- School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Kushal Sinha
- Process Research and Development, AbbVie, Inc. North Chicago IL USA
| | - Raimundo Ho
- Process Research and Development, AbbVie, Inc. North Chicago IL USA
| | | | | | - Ahmad Y Sheikh
- Process Research and Development, AbbVie, Inc. North Chicago IL USA
| | - William Jones
- Department of Chemistry, University of Cambridge Cambridge CB2 1EW UK
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44
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Impact of Impurities on Crystallization and Product Quality: A Case Study with Paracetamol. CRYSTALS 2021. [DOI: 10.3390/cryst11111344] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
A thorough, systematic study into the effect that structurally related impurities have on both the process and product quality during the crystallization of an active pharmaceutical ingredient is presented. The presence of acetanilide and metacetamol influences the crystallization and product quality of paracetamol. Where high concentrations of either impurity were present in the crystallization feed, product recovery decreased by up to 15%. Acetanilide is included in the final product through adsorption onto the particle surface in concentrations up to 0.79 mol%, which can be reduced to acceptable levels through product reslurrying. The presence of metacetamol results in much higher concentrations—up to 6.78 mol% in the final product, of which approximately 1 mol% is incorporated into the crystal lattice, resulting in the perturbation of the unit-cell dimensions. The incidental crystallization and subsequent isolation of metastable Form II paracetamol increased product purity in the presence of a low metacetamol concentration. This metastable product converts to stable paracetamol Form I through reslurrying, offering an efficient metacetamol impurity rejection route. The morphology of the product is modified consistently by both impurities. An elongation of the normal prismatic shape is observed, which in the extreme case of high metacetamol contamination results in the isolation of fine, fragile needles. This problematic morphology is also improved by a reslurrying of the crystallization product to give a more equilateral shape. This systematic study of the influence of acetanilide and metacetamol on the crystallization of paracetamol builds a well-rounded picture of the concomitant impact of impurities on the principal quality attributes of a crystallization product.
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45
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Abstract
Thermal Energy Storage Materials (TESMs) may be the missing link to the “carbon neutral future” of our dreams. TESMs already cater to many renewable heating, cooling and thermal management applications. However, many challenges remain in finding optimal TESMs for specific requirements. Here, we combine literature, a bibliometric analysis and our experiences to elaborate on the true potential of TESMs. This starts with the evolution, fundamentals, and categorization of TESMs: phase change materials (PCMs), thermochemical heat storage materials (TCMs) and sensible thermal energy storage materials (STESMs). PCMs are the most researched, followed by STESMs and TCMs. China, the European Union (EU), the USA, India and the UK lead TESM publications globally, with Spain, France, Germany, Italy and Sweden leading in the EU. Dissemination and communication gaps on TESMs appear to hinder their deployment. Salt hydrates, alkanes, fatty acids, polyols, and esters lead amongst PCMs. Salt hydrates, hydroxides, hydrides, carbonates, ammines and composites dominate TCMs. Besides water, ceramics, rocks and molten salts lead as STESMs for large-scale applications. We discuss TESMs’ trends, gaps and barriers for commercialization, plus missing links from laboratory-to-applications. In conclusion, we present research paths and tasks to make these remarkable materials fly on the market by unveiling their potential to realize a carbon neutral future.
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46
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Wang G, Liu Y, Liu M, Liu Y, Gong J, Li H, Yin H, Wu S. The competition between solvent–solvent and solute–solvent act on the nucleation process of 4-(methylsulfonyl)benzaldehyde. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116391] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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47
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Sanii R, Patyk-Kaźmierczak E, Hua C, Darwish S, Pham T, Forrest KA, Space B, Zaworotko MJ. Toward an Understanding of the Propensity for Crystalline Hydrate Formation by Molecular Compounds. Part 2. CRYSTAL GROWTH & DESIGN 2021; 21:4927-4939. [PMID: 34483749 PMCID: PMC8414477 DOI: 10.1021/acs.cgd.1c00353] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 07/14/2021] [Indexed: 06/13/2023]
Abstract
The propensity of molecular organic compounds to form stoichiometric or nonstoichiometric crystalline hydrates remains a challenging aspect of crystal engineering and is of practical relevance to fields such as pharmaceutical science. In this work, we address the propensity for hydrate formation of a library of eight compounds comprised of 5- and 6-membered N-heterocyclic aromatics classified into three subgroups: linear dipyridyls, substituted Schiff bases, and tripodal molecules. Each molecular compound studied possesses strong hydrogen bond acceptors and is devoid of strong hydrogen bond donors. Four methods were used to screen for hydrate propensity using the anhydrate forms of the molecular compounds in our library: water slurry under ambient conditions, exposure to humidity, aqueous solvent drop grinding (SDG), and dynamic water vapor sorption (DVS). In addition, crystallization from mixed solvents was studied. Water slurry, aqueous SDG, and exposure to humidity were found to be the most effective methods for hydrate screening. Our study also involved a structural analysis using the Cambridge Structural Database, electrostatic potential (ESP) maps, full interaction maps (FIMs), and crystal packing motifs. The hydrate propensity of each compound studied was compared to a compound of the same type known to form a hydrate through a previous study of ours. Out of the eight newly studied compounds (herein numbered 4-11), three Schiff bases were observed to form hydrates. Three crystal structures (two hydrates and one anhydrate) were determined. Compound 6 crystallized as an isolated site hydrate in the monoclinic space group P21/a, while 7 and 10 crystallized in the monoclinic space group P21/c as a channel tetrahydrate and an anhydrate, respectively. Whereas we did not find any direct correlation between the number of H-bond acceptors and either hydrate propensity or the stoichiometry of the resulting hydrates, analysis of FIMs suggested that hydrates tend to form when the corresponding anhydrate structure does not facilitate intermolecular interactions.
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Affiliation(s)
- Rana Sanii
- Department
of Chemical Sciences and Bernal Institute, University of Limerick, Co. Limerick Y94T9PX, Ireland
| | - Ewa Patyk-Kaźmierczak
- Department
of Chemical Sciences and Bernal Institute, University of Limerick, Co. Limerick Y94T9PX, Ireland
- Department
of Materials Chemistry, Faculty of Chemistry, Adam Mickiewicz University, Uniwerystetu Poznańskiego 8, 61-614, Poznań, Poland
| | - Carol Hua
- School
of Chemistry, University of Melbourne, Victoria, 3010, Australia
| | - Shaza Darwish
- Department
of Chemical Sciences and Bernal Institute, University of Limerick, Co. Limerick Y94T9PX, Ireland
| | - Tony Pham
- Department
of Chemistry, University of South Florida, 4202 East Fowler Avenue, Tampa, Florida 33620, United States
| | - Katherine A. Forrest
- Department
of Chemistry, University of South Florida, 4202 East Fowler Avenue, Tampa, Florida 33620, United States
| | - Brian Space
- Department
of Chemistry, University of South Florida, 4202 East Fowler Avenue, Tampa, Florida 33620, United States
| | - Michael J. Zaworotko
- Department
of Chemical Sciences and Bernal Institute, University of Limerick, Co. Limerick Y94T9PX, Ireland
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48
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Blow KE, Quigley D, Sosso GC. The seven deadly sins: When computing crystal nucleation rates, the devil is in the details. J Chem Phys 2021; 155:040901. [PMID: 34340373 DOI: 10.1063/5.0055248] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The formation of crystals has proven to be one of the most challenging phase transformations to quantitatively model-let alone to actually understand-be it by means of the latest experimental technique or the full arsenal of enhanced sampling approaches at our disposal. One of the most crucial quantities involved with the crystallization process is the nucleation rate, a single elusive number that is supposed to quantify the average probability for a nucleus of critical size to occur within a certain volume and time span. A substantial amount of effort has been devoted to attempt a connection between the crystal nucleation rates computed by means of atomistic simulations and their experimentally measured counterparts. Sadly, this endeavor almost invariably fails to some extent, with the venerable classical nucleation theory typically blamed as the main culprit. Here, we review some of the recent advances in the field, focusing on a number of perhaps more subtle details that are sometimes overlooked when computing nucleation rates. We believe it is important for the community to be aware of the full impact of aspects, such as finite size effects and slow dynamics, that often introduce inconspicuous and yet non-negligible sources of uncertainty into our simulations. In fact, it is key to obtain robust and reproducible trends to be leveraged so as to shed new light on the kinetics of a process, that of crystal nucleation, which is involved into countless practical applications, from the formulation of pharmaceutical drugs to the manufacturing of nano-electronic devices.
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Affiliation(s)
- Katarina E Blow
- Department of Physics, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - David Quigley
- Department of Physics, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Gabriele C Sosso
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
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49
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Zhang F, Shan B, Wang Y, Zhu Z, Yu ZQ, Ma CY. Progress and Opportunities for Utilizing Seeding Techniques in Crystallization Processes. Org Process Res Dev 2021. [DOI: 10.1021/acs.oprd.1c00103] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Fangkun Zhang
- College of Automation and Electronic Engineering, Qingdao University of Science & Technology, Qingdao, 266061, P. R. China
| | - Baoming Shan
- College of Automation and Electronic Engineering, Qingdao University of Science & Technology, Qingdao, 266061, P. R. China
| | - Yinglong Wang
- College of Chemical Engineering, Qingdao University of Science and Technology, Qingdao, 266061, P. R. China
| | - Zhaoyou Zhu
- College of Chemical Engineering, Qingdao University of Science and Technology, Qingdao, 266061, P. R. China
| | - Zai-Qun Yu
- Institute of Chemical & Engineering Sciences, Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, Singapore 627833
| | - Cai Y. Ma
- Centre for the Digital Design of Drug Products, School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, United Kingdom
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50
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Chakraborty A, Manna RN, Paul A, Ghosh S. Externally Regulated Specific Molecular Recognition Driven Pathway Selectivity in Supramolecular Polymerization. Chemistry 2021; 27:11458-11467. [PMID: 33978984 DOI: 10.1002/chem.202101492] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Indexed: 01/01/2023]
Abstract
This article reveals 4-dimethylaminopyridine (DMAP) regulated pathway selectivity in the supramolecular polymerization of a naphthalene-diimide derivative (NDI-1), appended with a carboxylic acid group. In decane, NDI-1 produces ill-defined aggregate (Agg-1) due to different H-bonding motifs of the -COOH group. With one mole equivalent DMAP, the NDI-1/DMAP complex introduces new nucleation condition and exhibits a cooperative supramolecular polymerization producing J-aggregated fibrillar nanostructure (Agg-2). With 10 % DMAP and fast cooling (10 K/min), similar nucleation and open chain H-bonding with the free monomer in an anti-parallel arrangement produces identical J-aggregate (Agg-2a). With 2.5 % DMAP and slow cooling (1 K/min), a distinct nucleation and supramolecular polymerization pathway emerge leading to the thermodynamically controlled Agg-3 with face-to-face stacking and 2D-morphology. Slow cooling with 5-10 % DMAP produces a mixture of Agg-2a and Agg-3. Computational modelling studies provide valuable insights into the internal order and the pathway complexity.
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Affiliation(s)
- Anwesha Chakraborty
- School of Applied and Interdisciplinary Sciences Indian Association for the Cultivation of Science, Kolkata, 2A and 2B Raja S. C. Mullick Road, India-, 700032
| | - Rabindra Nath Manna
- School of Chemical Sciences Indian Association for the Cultivation of Science, Kolkata, 2A and 2B Raja S. C. Mullick Road, India-, 700032
| | - Ankan Paul
- School of Chemical Sciences Indian Association for the Cultivation of Science, Kolkata, 2A and 2B Raja S. C. Mullick Road, India-, 700032
| | - Suhrit Ghosh
- School of Applied and Interdisciplinary Sciences Indian Association for the Cultivation of Science, Kolkata, 2A and 2B Raja S. C. Mullick Road, India-, 700032
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