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Asgarpour Khansary M, Shirazian S, Walker G. A molecularly enhanced proof of concept for targeting cocrystals at molecular scale in continuous pharmaceuticals cocrystallization. Proc Natl Acad Sci U S A 2022; 119:e2114277119. [PMID: 35594395 PMCID: PMC9173768 DOI: 10.1073/pnas.2114277119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 12/09/2021] [Indexed: 11/18/2022] Open
Abstract
It is impossible to optimize a process for a target drug product with the desired profile without a proper understanding of the interplay among the material attributes, the process parameters, and the attributes of the drug product. There is a particular need to bridge the micro- and mesoscale events that occur during this process. Here, we propose а molecular engineering methodology for the continuous cocrystallization process, based on Raman spectra measured experimentally with a probe and from quantum mechanical calculations. Using molecular dynamics simulations, the theoretical Raman spectra were calculated from first principles for local mixture structures under an external shear force at various temperatures. A proof of concept is developed to build the process design space from the computed data. We show that the determined process design space provides valuable insight for optimizing the cocrystallization process at the nanoscale, where experimental measurements are difficult and/or inapplicable. The results suggest that our method may be used to target cocrystallization processes at the molecular scale for improved pharmaceutical synthesis.
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Affiliation(s)
| | - Saeed Shirazian
- Department of Chemical Science, Bernal Institute, University of Limerick, Limerick, V94 T9PX Ireland
| | - Gavin Walker
- Synthesis and Solid State Pharmaceutical Centre, Bernal Institute, University of Limerick, Limerick, V94 T9PX Ireland
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Santos JAV, Baptista JA, Santos IC, Maria TMR, Canotilho J, Castro RAE, Eusébio MES. Pharmaceutical nanococrystal synthesis: a novel grinding approach. CrystEngComm 2022. [DOI: 10.1039/d1ce00407g] [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
Nanococrystals – a new green in situ surfactant-assisted mechanochemical synthesis.
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Affiliation(s)
| | | | - Inês C. Santos
- CQC, Departamento de Química, Universidade de Coimbra, Portugal
| | | | - João Canotilho
- CQC, Departamento de Química, Universidade de Coimbra, Portugal
- Faculdade de Farmácia, Universidade de Coimbra, Portugal
| | - Ricardo A. E. Castro
- CQC, Departamento de Química, Universidade de Coimbra, Portugal
- Faculdade de Farmácia, Universidade de Coimbra, Portugal
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Assis GP, Derenzo S, Bernardo A. Solid-liquid equilibrium of nicotinamide in water-ethanol and water-propylene glycol mixtures. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.117799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Cysewski P, Przybyłek M, Kowalska A, Tymorek N. Thermodynamics and Intermolecular Interactions of Nicotinamide in Neat and Binary Solutions: Experimental Measurements and COSMO-RS Concentration Dependent Reactions Investigations. Int J Mol Sci 2021; 22:7365. [PMID: 34298985 PMCID: PMC8306691 DOI: 10.3390/ijms22147365] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/02/2021] [Accepted: 07/05/2021] [Indexed: 12/12/2022] Open
Abstract
In this study, the temperature-dependent solubility of nicotinamide (niacin) was measured in six neat solvents and five aqueous-organic binary mixtures (methanol, 1,4-dioxane, acetonitrile, DMSO and DMF). It was discovered that the selected set of organic solvents offer all sorts of solvent effects, including co-solvent, synergistic, and anti-solvent features, enabling flexible tuning of niacin solubility. In addition, differential scanning calorimetry was used to characterize the fusion thermodynamics of nicotinamide. In particular, the heat capacity change upon melting was measured. The experimental data were interpreted by means of COSMO-RS-DARE (conductor-like screening model for realistic solvation-dimerization, aggregation, and reaction extension) for concentration dependent reactions. The solute-solute and solute-solvent intermolecular interactions were found to be significant in all of the studied systems, which was proven by the computed mutual affinity of the components at the saturated conditions. The values of the Gibbs free energies of pair formation were derived at an advanced level of theory (MP2), including corrections for electron correlation and zero point vibrational energy (ZPE). In all of the studied systems the self-association of nicotinamide was found to be a predominant intermolecular complex, irrespective of the temperature and composition of the binary system. The application of the COSMO-RS-DARE approach led to a perfect match between the computed and measured solubility data, by optimizing the parameter of intermolecular interactions.
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Affiliation(s)
- Piotr Cysewski
- Department of Physical Chemistry, Pharmacy Faculty, Collegium Medicum of Bydgoszcz, Nicolaus Copernicus University in Toruń, Kurpińskiego 5, 85-950 Bydgoszcz, Poland; (M.P.); (A.K.); (N.T.)
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Assis GP, Garcia RHL, Derenzo S, Bernardo A. Solid-liquid equilibrium of paracetamol in water-ethanol and water-propylene glycol mixtures. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2020.114617] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Asgarpour Khansary M, Walker G, Shirazian S. Incomplete cocrystalization of ibuprofen and nicotinamide and its interplay with formation of ibuprofen dimer and/or nicotinamide dimer: A thermodynamic analysis based on DFT data. Int J Pharm 2020; 591:119992. [DOI: 10.1016/j.ijpharm.2020.119992] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 10/11/2020] [Accepted: 10/13/2020] [Indexed: 12/20/2022]
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Acree J, Jouyban A. Comments on "What if Cocrystallization Fails for Neutral Molecules? Screening Offered Eutectics as Alternate Pharmaceutical Materials: Leflunomide-A Case Study". PHARMACEUTICAL SCIENCES 2019. [DOI: 10.15171/ps.2019.51] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Jr. Acree
- Department of Chemistry, University of North Texas, Denton, TX 76203, USA
| | - Abolghasem Jouyban
- Pharmaceutical Analysis Research Center and Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
- Kimia Idea Pardaz Azarbayjan (KIPA) Science Based Company, Tabriz University of Medical Sciences, Tabriz, Iran
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Solubility and Thermodynamic Properties of A Hexanediamine Derivative in Pure Organic Solvents and Nonaqueous Solvent Mixtures. J SOLUTION CHEM 2018. [DOI: 10.1007/s10953-018-0808-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Xu YS, Zhao RX, Pei KK, Zhang GL, Xia Q, Zhang FB. Optimal Design of Neutralization Process in 1,5-Dihydroxynaphthalene Production with Solubility Difference of Naphthalene-1,5-disulfonic Acid and Naphthalene-1,5-disulfonic Acid Disodium in Aqueous Sulfuric Acid Solutions. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b02165] [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)
- Yong-Sheng Xu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People’s Republic of China
| | - Rui-Xiong Zhao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People’s Republic of China
| | - Kang-Kang Pei
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People’s Republic of China
| | - Guo-Liang Zhang
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People’s Republic of China
| | - Qing Xia
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People’s Republic of China
| | - Feng-Bao Zhang
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People’s Republic of China
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Guo M, Yin Q, Wang C, Huang Y, Li Y, Zhang Z, Zhang X, Wang Z, Zhang M, Zhou L. Thermodynamic properties of metamizol monohydrate in pure and binary solvents at temperatures from (283.15 to 313.15) K. Chin J Chem Eng 2017. [DOI: 10.1016/j.cjche.2017.03.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Li X, Zhang M, Zhang J, Li W, Li W. Measurement and correlation of solubility of trimethylolethane in different pure solvents and binary mixtures. Chin J Chem Eng 2017. [DOI: 10.1016/j.cjche.2017.05.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zhai C, Zhang P, Peng P, Hou B, Li L. Hydrogen bonding and π-π stacking in nicotinamide/H 2O mixtures. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2017; 184:294-298. [PMID: 28525864 DOI: 10.1016/j.saa.2017.05.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 05/05/2017] [Accepted: 05/09/2017] [Indexed: 06/07/2023]
Abstract
The interactions between nicotinamide (NA) and H2O were studied using UV-visible spectra (UV-Vis), cyclic voltammetry (CV), nuclear magnetic resonance (NMR), density functional theory (DFT) and atoms in molecules (AIM) analysis. According to the changes of the UV-Vis spectra and the oxidation and reduction potentials in cyclic voltammograms of NA in aqueous solution, it was found that hydrogen bonding occurred between NA and H2O molecules. Quantum chemistry calculations and AIM analysis further confirmed the existence of hydrogen bonding between H2O molecules and the amide group, the nitrogen atom, and hydrogen atoms on the pyridine ring of NA molecules. In addition, the NMR results demonstrated that the π-π stacking between NA pyridine rings could be formed at higher concentrations.
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Affiliation(s)
- Cuiping Zhai
- Institute of Fine Chemical and Engineering, Henan Engineering Research Center of Resource & Energy Recovery from Waste, Henan University, Kaifeng 475004, China.
| | - Ping Zhang
- Institute of Fine Chemical and Engineering, Henan Engineering Research Center of Resource & Energy Recovery from Waste, Henan University, Kaifeng 475004, China
| | - Peng Peng
- Institute of Fine Chemical and Engineering, Henan Engineering Research Center of Resource & Energy Recovery from Waste, Henan University, Kaifeng 475004, China
| | - Bingbing Hou
- Institute of Fine Chemical and Engineering, Henan Engineering Research Center of Resource & Energy Recovery from Waste, Henan University, Kaifeng 475004, China
| | - Lina Li
- Institute of Fine Chemical and Engineering, Henan Engineering Research Center of Resource & Energy Recovery from Waste, Henan University, Kaifeng 475004, China
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Zhang M, Jiang C, Wei S, Tan S, Dong L. Solubility Equilibrium of the NaOH–H2O–Na2CrO4–Na2SiO3–NaAlO2 Multicomponent Systems Involved in the Liquid-Phase Oxidation of Chromite. Ind Eng Chem Res 2014. [DOI: 10.1021/ie5033777] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Meixi Zhang
- School of Chemistry and Chemical Engineering and Key Laboratory of Low-Grade Energy Utilization Technologies & Systems of the Ministry of Education, Chongqing University, Chongqing, 400044, China
| | - Chunli Jiang
- School of Chemistry and Chemical Engineering and Key Laboratory of Low-Grade Energy Utilization Technologies & Systems of the Ministry of Education, Chongqing University, Chongqing, 400044, China
| | - Shun’an Wei
- School of Chemistry and Chemical Engineering and Key Laboratory of Low-Grade Energy Utilization Technologies & Systems of the Ministry of Education, Chongqing University, Chongqing, 400044, China
| | - Shiyu Tan
- School of Chemistry and Chemical Engineering and Key Laboratory of Low-Grade Energy Utilization Technologies & Systems of the Ministry of Education, Chongqing University, Chongqing, 400044, China
| | - Lichun Dong
- School of Chemistry and Chemical Engineering and Key Laboratory of Low-Grade Energy Utilization Technologies & Systems of the Ministry of Education, Chongqing University, Chongqing, 400044, China
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