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Ansari E, Honarvar B, Sajadian SA, Arab Aboosadi Z, Azizi M. Utilization of RESOLV with polymer to produce prazosin hydrochloride nanoparticles and optimization of the process parameters. Sci Rep 2024; 14:18346. [PMID: 39112728 PMCID: PMC11306599 DOI: 10.1038/s41598-024-69128-6] [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: 03/15/2024] [Accepted: 07/31/2024] [Indexed: 08/10/2024] Open
Abstract
In this study, rapid expansion of a supercritical solution into a Liquid Solvent (RESOLV) was used for the first time to produce pharmaceutical nanoparticles of Prazosin hydrochloride (PRH). The Taguchi method (robust design) was utilized to design the experiments and ensure obtaining the optimal process conditions. The pressure (15-25 MPa), temperature (308-328 K) and nozzle diameter (300-700 μm) effects on the morphology and size distribution of the resulting particles were also examined. The size of the particles decreased from about 40 μm to the range of (252-418 nm). FTIR, DLS, FESEM, XRD, DSC were used to characterize the primary and processed PRH particles. According to DSC investigations, RESOLV-produced PRH showed lower crystallinity than original PRH.
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Affiliation(s)
- Eslam Ansari
- Chemical Engineering Department, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
| | - Bizhan Honarvar
- Chemical Engineering Department, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran.
| | - Seyed Ali Sajadian
- Chemical Engineering Department, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran.
- Chemical Engineering Department, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
| | - Zahra Arab Aboosadi
- Chemical Engineering Department, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
| | - Mehdi Azizi
- Chemical Engineering Department, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
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2
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Albadran FH, Abbood NK, Al-Mayyahi MA, Hosseini S, Abed MS. Solubility of lumiracoxib in supercritical carbon dioxide. Sci Rep 2024; 14:13260. [PMID: 38858491 PMCID: PMC11164999 DOI: 10.1038/s41598-024-63416-x] [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: 10/02/2023] [Accepted: 05/28/2024] [Indexed: 06/12/2024] Open
Abstract
This study aims to use a static-based solubility method for measuring the solubility of lumiracoxib at a temperature of 308-338 K and pressure of 120-400 bar for the first time. The obtained solubility data for lumiracoxib is between 4.74 × 10-5 and 3.46 × 10-4 (mole fraction) for the studied ranges of pressure and temperature. The solubility values reveal that the lumiracoxib experiences a crossover pressure of about 160 bar. Moreover, the measured solubility data of these two drugs are correlated with density-based semi-empirical correlations namely Bartle et al., Mendez-Santiago-Teja, Kumar and Johnstone, Chrastil and modified Chrastil models with an average absolute relative deviation of 10.7%, 9.5%, 9.8%, 7.8%, and 8.7% respectively for lumiracoxib. According to these findings, it is obvious that all of the examined models are rather accurate and there is no superiority between these models for both examined drugs although the Chrastil model is slightly better in the overall view.
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Affiliation(s)
| | | | | | - Seyednooroldin Hosseini
- EOR Research Center, Department of Petroleum Engineering, Omidiyeh Branch, Islamic Azad University, Post Box 164, Omidiyeh, 63731-93719, Iran.
| | - Mohammed S Abed
- Chemical Engineering Department, University of Al-Amareh, Missan, Iraq
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3
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Zhang Z, Hao G, Sun X, Wang F, Zhang D, Hu D. PVP/aprepitant microcapsules produced by supercritical antisolvent process. Sci Rep 2024; 14:10679. [PMID: 38724534 PMCID: PMC11082215 DOI: 10.1038/s41598-024-60323-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 04/22/2024] [Indexed: 05/12/2024] Open
Abstract
The supercritical antisolvent (SAS) process was a green alternative to improve the low bioavailability of insoluble drugs. However, it is difficult for SAS process to industrialize with limited production capacity. A coaxial annular nozzle was used to prepare the microcapsules of aprepitant (APR) and polyvinylpyrrolidone (PVP) by SAS with N, N-Dimethylformamide (DMF) as solvent. Meanwhile, the effects of polymer/drug ratio, operating pressure, operating temperature and overall concentration on particles morphology, mean particle diameter and size distribution were analyzed. Microcapsules with mean diameters ranging from 2.04 μm and 9.84 μm were successfully produced. The morphology, particle size, thermal behavior, crystallinity, drug content, drug dissolution and residual amount of DMF of samples were analyzed. The results revealed that the APR drug dissolution of the microcapsules by SAS process was faster than the unprocessed APR. Furthermore, the drug powder collected every hour is in the kilogram level, verifying the possibility to scale up the production of pharmaceuticals employing the SAS process from an industrial point of view.
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Affiliation(s)
- Zhuo Zhang
- College of Mechanical and Vehicle Engineering, Linyi University, Linyi, 276000, China
| | - Guizhou Hao
- Center for New Drug Pharmacological Research of Lunan Pharmaceutical Group, State Key Laboratory of Generic Manufacture Technology of Chinese Traditional Medicine, Linyi, 273400, China
| | - Xuemei Sun
- College of Mechanical and Vehicle Engineering, Linyi University, Linyi, 276000, China
| | - Feibo Wang
- College of Mechanical and Vehicle Engineering, Linyi University, Linyi, 276000, China
| | - Dengbo Zhang
- College of Mechanical and Vehicle Engineering, Linyi University, Linyi, 276000, China
| | - Dedong Hu
- College of Electromechanical Engineering, Qingdao University of Science and Technology, Qingdao, 266061, China.
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4
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Sodeifian G, Alwi RS, Sodeifian F, Amraee S, Rashidi-Nooshabadi M, Razmimanesh F. Determination of Regorafenib monohydrate (colorectal anticancer drug) solubility in supercritical CO 2: Experimental and thermodynamic modeling. Heliyon 2024; 10:e29049. [PMID: 38681600 PMCID: PMC11052913 DOI: 10.1016/j.heliyon.2024.e29049] [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: 01/30/2024] [Revised: 03/27/2024] [Accepted: 03/28/2024] [Indexed: 05/01/2024] Open
Abstract
In this study, the solubilities of Regorafenib monohydrate (REG), a widely used as a colorectal anticancer drug, in supercritical carbon dioxide (ScCO2) were measured under various pressures and temperature conditions, for the first time. The minimum value of REG in mole fraction was determined to be 3.06×10-7, while the maximum value was found to be 6.44×10-6 at 338 K and 27 MPa. The experimental data for REG were correlated through the utilization of two types of models: (1) a set of 25 existing empirical and semi-empirical models that incorporated 3-8 parameters according to functional dependencies, (2) a model that relied on solid-liquid equilibrium (SLE) and the newly improved association models. All of the evaluated models were capable of generating suitable fits to the solubility data of REG, however, the average absolute relative deviation (AARD) of Gordillo et al. model (AARD=13.2%) and Reddy et al. model (AARD=13.5%) indicated their superiority based on AARD%. Furthermore, solvation and sublimation enthalpies of REG drug were estimated for the first time.
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Affiliation(s)
- Gholamhossein Sodeifian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Laboratory of Supercritical Fluids and Nanotechnology, University of Kashan, 87317-53153, Kashan, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
| | - Ratna Surya Alwi
- Research Centre for Computing, National Research and Innovation Agency (BRIN), Jl, Raya Jakarta-Bogor KM 46 Cibinong, Indonesia
| | | | - Solmaz Amraee
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Laboratory of Supercritical Fluids and Nanotechnology, University of Kashan, 87317-53153, Kashan, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
| | | | - Fariba Razmimanesh
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Laboratory of Supercritical Fluids and Nanotechnology, University of Kashan, 87317-53153, Kashan, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
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5
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Sodeifian G, Garlapati C, Arbab Nooshabadi M, Razmimanesh F, Roshanghias A. Studies on solubility measurement of codeine phosphate (pain reliever drug) in supercritical carbon dioxide and modeling. Sci Rep 2023; 13:21020. [PMID: 38030705 PMCID: PMC10687273 DOI: 10.1038/s41598-023-48234-x] [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: 06/08/2023] [Accepted: 11/23/2023] [Indexed: 12/01/2023] Open
Abstract
In this study, the solubilities of codeine phosphate, a widely used pain reliever, in supercritical carbon dioxide (SC-CO2) were measured under various pressures and temperature conditions. The lowest determined mole fraction of codeine phosphate in SC-CO2 was 1.297 × 10-5 at 308 K and 12 MPa, while the highest was 6.502 × 10-5 at 338 K and 27 MPa. These measured solubilities were then modeled using the equation of state model, specifically the Peng-Robinson model. A selection of density models, including the Chrastil model, Mendez-Santiago and Teja model, Bartle et al. model, Sodeifian et al. model, and Reddy-Garlapati model, were also employed. Additionally, three forms of solid-liquid equilibrium models, commonly called expanded liquid models (ELMs), were used. The average solvation enthalpy associated with the solubility of codeine phosphate in SC-CO2 was calculated to be - 16.97 kJ/mol. The three forms of the ELMs provided a satisfactory correlation to the solubility data, with the corresponding average absolute relative deviation percent (AARD%) under 12.63%. The most accurate ELM model recorded AARD% and AICc values of 8.89% and - 589.79, respectively.
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Affiliation(s)
- Gholamhossein Sodeifian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran.
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
| | - Chandrasekhar Garlapati
- Department of Chemical Engineering, Puducherry Technological University, Puducherry, 605014, India
| | - Maryam Arbab Nooshabadi
- Bolvar Ghotbe Ravandi, Kashan Branch, Islamic Azad University, Ostaadan Street, Kashan, 87159-98151, Iran
| | - Fariba Razmimanesh
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
| | - Armin Roshanghias
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
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6
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Ardestani NS, Sajadian SA, Esfandiari N, Rojas A, Garlapati C. Experimental and modeling of solubility of sitagliptin phosphate, in supercritical carbon dioxide: proposing a new association model. Sci Rep 2023; 13:17506. [PMID: 37845347 PMCID: PMC10579220 DOI: 10.1038/s41598-023-44787-z] [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: 06/30/2023] [Accepted: 10/12/2023] [Indexed: 10/18/2023] Open
Abstract
The solubility of an anti-hyperglycemic agent drug, (R)-4-oxo-4-[3-(trifluoromethyl)-5,6-dihydro [1,2,4] triazolo[4,3-a] pyrazin-7(8H)-yl]-1-(2,4,5-trifluorophenyl) butan-2-amine (also known as Sitagliptin phosphate) in supercritical carbon dioxide (scCO2) was determined by ananalytical and dynamic technique at different temperatures (308, 318, 328 and 338 K) and pressure (12-30 MPa) values. The measured solubilities were in the range of 3.02 × 10-5 to 5.17 × 10-5, 2.71 × 10-5 to 5.83 × 10-5, 2.39 × 10-5 to 6.51 × 10-5 and 2.07 × 10-5 to 6.98 × 10-5 in mole fraction at (308, 318, 328 and 338) K, respectively. The solubility data were correlated with existing density models and with a new association model.
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Affiliation(s)
| | - Seyed Ali Sajadian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
- South Zagros Oil and Gas Production, National Iranian Oil Company, Shiraz, 7135717991, Iran.
| | - Nadia Esfandiari
- Department of Chemical Engineering, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
| | - Adrián Rojas
- Department of Science and Food Technology, Faculty of Technology, Packaging Innovation Center (LABEN), University of Santiago of Chile (USACH), Obispo Umaña 050, 9170201, Santiago, Chile
- Center for the Development of Nanoscience and Nanotechnology (CEDENNA), 9170124, Santiago, Chile
| | - Chandrasekhar Garlapati
- Department of Chemical Engineering, Puducherry Technological University, Puducherry, 605014, India.
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7
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Esfandiari N, Saadati Ardestani N, Alwi RS, Rojas A, Garlapati C, Sajadian SA. Solubility measurement of verapamil for the preparation of developed nanomedicines using supercritical fluid. Sci Rep 2023; 13:17089. [PMID: 37816767 PMCID: PMC10564778 DOI: 10.1038/s41598-023-44280-7] [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: 08/23/2023] [Accepted: 10/05/2023] [Indexed: 10/12/2023] Open
Abstract
A static method is employed to determine the solubilities of verapamil in supercritical carbon dioxide (SC-CO2) at temperatures between 308 and 338 K and pressures between 12 and 30 MPa. The solubility of verapamil in SC-CO2 expressed as mole fraction are in the range of 3.6 × 10-6 to 7.14 × 10-5. Using four semi-empirical density-based models, the solubility data are correlated: Chrastil, Bartle, Kumar-Johnston (K-J), and Mendez-Santiago and Teja (MST), two equations of state (SRK and PC-SAFT EoS), expanded liquid models (modified Wilson's models), and regular solution model. The obtained results indicated that the regular solution and PC-SAFT models showed the most noteworthy exactness with AARD% of 1.68 and 7.45, respectively. The total heat, vaporization heat, and solvation heat of verapamil are calculated at 39.62, 60.03, and - 20.41 kJ/mol, respectively. Regarding the poor solubility of verapamil in SC-CO2, supercritical anti-solvent methods can be an appropriate choice to produce fine particles of this drug.
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Affiliation(s)
- Nadia Esfandiari
- Department of Chemical Engineering, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
| | - Nedasadat Saadati Ardestani
- Nanotechnology Research Center, Research Institute of Petroleum Industry (RIPI), P.O. Box 14857-336, Tehran, Iran
| | - Ratna Surya Alwi
- National Research and Innovation Agency (BRIN), Jl. Raya Jakarta-Bogor KM 46, Cibinong, Indonesia
| | - Adrián Rojas
- Center for the Development of Nanoscience and Nanotechnology (CEDENNA), 9170124, Santiago, Chile
- Packaging Innovation Center (LABEN), Department of Science and Food Technology, Faculty of Technology, University of Santiago of Chile (USACH), Obispo Umaña 050, 9170201, Santiago, Chile
| | - Chandrasekhar Garlapati
- Department of Chemical Engineering, Pondicherry Technological University, Puducherry, 605014, India.
| | - Seyed Ali Sajadian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
- South Zagros Oil and Gas Production, National Iranian Oil Company, Postal Code, Shiraz, 7135717991, Iran.
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8
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Sodeifian G, Garlapati C, Arbab Nooshabadi M, Razmimanesh F, Tabibzadeh A. Solubility measurement and modeling of hydroxychloroquine sulfate (antimalarial medication) in supercritical carbon dioxide. Sci Rep 2023; 13:8112. [PMID: 37208371 DOI: 10.1038/s41598-023-34900-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 05/09/2023] [Indexed: 05/21/2023] Open
Abstract
A supercritical fluid, such as supercritical carbon dioxide (scCO2) is increasingly used for the micronization of pharmaceuticals in the recent past. The role of scCO2 as a green solvent in supercritical fluid (SCF) process is decided by the solubility information of the pharmaceutical compound in scCO2. The commonly used SCF processes are the rapid expansion of supercritical solution (RESS) and supercritical antisolvent precipitation (SAS). To implement micronization process, solubility of pharmaceuticals in scCO2 is required. Present study is aimed at both measuring and modeling of solubilities of hydroxychloroquine sulfate (HCQS) in scCO2. Experiments were conducted at various conditions (P = 12 to 27 MPa and T = 308 to 338 K), for the first time. The measured solubilities were found to be ranging between (0.0304 × 10-4 and 0.1459 × 10-4) at 308 K, (0.0627 × 10-4 and 0.3158 × 10-4) at 318 K, (0.0982 × 10-4 and 0.4351 × 10-4) at 328 K, (0.1398 × 10-4 and 0.5515 × 10-4) at 338 K. To expand the usage of the data, various models were tested. For the modelling task existing models (Chrastil, reformulated Chrastil, Méndez-Santiago and Teja (MST), Bartle et al., Reddy-Garlapati, Sodeifian et al., models) and new set of solvate complex models were considered. Among the all models investigated Reddy-Garlapati and new solvate complex models are able to fit the data with the least error. Finally, the total and solvation enthalpies of HCQS in scCO2 were calculated with the help of model constants obtained from Chrastil, reformulated Chrastil and Bartle et al., models.
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Affiliation(s)
- Gholamhossein Sodeifian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran.
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
| | - Chandrasekhar Garlapati
- Department of Chemical Engineering, Puducherry Technological University, Puducherry, 605014, India
| | - Maryam Arbab Nooshabadi
- Bolvar Ghotbe Ravandi, Kashan Branch, Islamic Azad University, Ostaadan Street, Kashan, 87159-98151, Iran
| | - Fariba Razmimanesh
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
| | - Amirmuhammad Tabibzadeh
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran
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9
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Using the supercritical carbon dioxide as the solvent of Nystatin: Studying the effect of co-solvent, experimental and correlating. J Supercrit Fluids 2023. [DOI: 10.1016/j.supflu.2023.105858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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10
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Sodeifian G, Hsieh CM, Tabibzadeh A, Wang HC, Arbab Nooshabadi M. Solubility of palbociclib in supercritical carbon dioxide from experimental measurement and Peng-Robinson equation of state. Sci Rep 2023; 13:2172. [PMID: 36750582 PMCID: PMC9905554 DOI: 10.1038/s41598-023-29228-1] [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: 11/03/2022] [Accepted: 01/31/2023] [Indexed: 02/09/2023] Open
Abstract
Palbociclib is a poorly water-soluble medicine which acts against metastatic breast cancer cells. Among various techniques to improve the solubility of this medicine, applying supercritical technologies to produce micro- and nano-sized particles is a possible option. For this purpose, extraction of solubility data is required. In this research, the solubility of palbociclib in supercritical carbon dioxide (ScCO2) at different equilibrium conditions was measured at temperatures between 308 and 338 K and pressures within 12-27 MPa, for the first time. The minimum and maximum solubility data were found to be 8.1 × 10-7 (at 338 K and 12 MPa) and 2.03 × 10-5 (at 338 K and 27 MPa), respectively. Thereafter, two sets of models, including ten semi-empirical equations and three Peng-Robinson (PR) based integrated models were used to correlate the experimental solubility data. Bian's model and PR equation of state using van der Waals mixing rules (PR + vdW) showed better accuracy among the examined semi-empirical and integrated models, respectively. Furthermore, the self-consistency of the obtained data was confirmed using two distinct semi-empirical models. At last, the total and vaporization enthalpies of palbociclib solubility in ScCO2 were calculated from correlation results of semi-empirical equations and estimated to be 40.41 and 52.67 kJ/mol, respectively.
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Affiliation(s)
- Gholamhossein Sodeifian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran. .,Laboratory of Supercritical Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153, Iran. .,Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153, Iran.
| | - Chieh-Ming Hsieh
- grid.37589.300000 0004 0532 3167Department of Chemical and Materials Engineering, National Central University, Taoyuan, 320317 Taiwan
| | - Amirmuhammad Tabibzadeh
- grid.412057.50000 0004 0612 7328Department of Chemical Engineering, Faculty of Engineering, University of Kashan, Kashan, 87317-53153 Iran ,grid.412057.50000 0004 0612 7328Laboratory of Supercritical Fluids and Nanotechnology, University of Kashan, Kashan, 87317-53153 Iran ,grid.412057.50000 0004 0612 7328Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, Kashan, 87317-53153 Iran
| | - Hsu-Chen Wang
- grid.37589.300000 0004 0532 3167Department of Chemical and Materials Engineering, National Central University, Taoyuan, 320317 Taiwan
| | - Maryam Arbab Nooshabadi
- grid.460957.90000 0004 0494 0702Bolvar Ghotbe Ravandi, Islamic Azad University of Kashan, Ostaadan Street, Kashan, 87159-98151 Iran
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11
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Wang X, He S, Wang K, Wang X, Yan T, Yan T, Wang Z. Fabrication of betamethasone micro- and nanoparticles using supercritical antisolvent technology: In vitro drug release study and Caco-2 cell cytotoxicity evaluation. Eur J Pharm Sci 2023; 181:106341. [PMID: 36435356 DOI: 10.1016/j.ejps.2022.106341] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 11/14/2022] [Accepted: 11/22/2022] [Indexed: 11/24/2022]
Abstract
Poor solubility limits the pharmacological activities of betamethasone (BM), including its anti-inflammatory and anti-allergic effects. To improve the aqueous solubility and dissolution rate of BM, supercritical antisolvent (SAS) technology was used to prepare BM microparticles and BM-polyvinylpyrrolidone (PVP) solid dispersion nanoparticles. The effects of temperature, pressure, solution feeding rate, and drug concentration on particle formation were investigated using both single-factor and orthogonal experimental methods, and the optimal preparation process was screened. The physicochemical properties of the BM particles were characterized by scanning electron microscopy, differential scanning calorimetry, Fourier transform infrared spectroscopy, and X-ray diffraction. After the SAS process, the particle size was reduced significantly and the crystalline shape was altered, which considerably increased the solubility and dissolution rate of BM. Furthermore, the toxicity of BM to live cells was reduced because of the BM-PVP solid dispersions.
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Affiliation(s)
- Xiangxiang Wang
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 210009, Jiangsu, PR China; Department of Chemical Biology and Pharmaceutical Engineering, School of Chemistry and Chemical Engineering, Anhui University of Technology, Ma'anshan 243032, PR China
| | - Shuang He
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 210009, Jiangsu, PR China
| | - Kaiye Wang
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 210009, Jiangsu, PR China
| | - Xin Wang
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 210009, Jiangsu, PR China
| | - Tingyuan Yan
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 210009, Jiangsu, PR China
| | - Tingxuan Yan
- Department of Chemical Biology and Pharmaceutical Engineering, School of Chemistry and Chemical Engineering, Anhui University of Technology, Ma'anshan 243032, PR China.
| | - Zhixiang Wang
- Department of Pharmaceutical Engineering, School of Engineering, China Pharmaceutical University, Nanjing 210009, Jiangsu, PR China.
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12
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Sodeifian G, Usefi MMB. Solubility, Extraction, and Nanoparticles Production in Supercritical Carbon Dioxide: A Mini‐Review. CHEMBIOENG REVIEWS 2022. [DOI: 10.1002/cben.202200020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Gholamhossein Sodeifian
- University of Kashan Faculty of Engineering, Department of Chemical Engineering 87317-53153 Kashan Iran
- University of Kashan Laboratory of Supercritical Fluids and Nanotechnology 87317-53153 Kashan Iran
| | - Mohammad Mahdi Behvand Usefi
- University of Kashan Faculty of Engineering, Department of Chemical Engineering 87317-53153 Kashan Iran
- University of Kashan Laboratory of Supercritical Fluids and Nanotechnology 87317-53153 Kashan Iran
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13
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Computational simulation and target prediction studies of solubility optimization of decitabine through supercritical solvent. Sci Rep 2022; 12:18875. [PMID: 36344531 PMCID: PMC9640585 DOI: 10.1038/s41598-022-21233-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 09/23/2022] [Indexed: 11/09/2022] Open
Abstract
Computational analysis of drug solubility was carried out using machine learning approach. The solubility of Decitabine as model drug in supercritical CO2 was studied as function of pressure and temperature to assess the feasibility of that for production of nanomedicine to enhance the solubility. The data was collected for solubility optimization of Decitabine at the temperature 308-338 K, and pressure 120-400 bar used as the inputs to the machine learning models. A dataset of 32 data points and two inputs (P and T) have been applied to optimize the solubility. The only output is Y = solubility, which is Decitabine mole fraction solubility in the solvent. The developed models are three models including Kernel Ridge Regression (KRR), Decision tree Regression (DTR), and Gaussian process (GPR), which are used for the first time as a novel model. These models are optimized using their hyper-parameters tuning and then assessed using standard metrics, which shows R2-score, KRR, DTR, and GPR equal to 0.806, 0.891, and 0.998. Also, the MAE metric shows 1.08E-04, 7.40E-05, and 9.73E-06 error rates in the same order. The other metric is MAPE, in which the KRR error rate is 4.64E-01, DTR shows an error rate equal to 1.63E-01, and GPR as the best mode illustrates 5.06E-02. Finally, analysis using the best model (GPR) reveals that increasing both inputs results in an increase in the solubility of Decitabine. The optimal values are (P = 400, T = 3.38E + 02, Y = 1.07E-03).
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Determination of the solubility of rivaroxaban (anticoagulant drug, for the treatment and prevention of blood clotting) in supercritical carbon dioxide: Experimental data and correlations. ARAB J CHEM 2022. [DOI: 10.1016/j.arabjc.2022.104421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Solubility of pazopanib hydrochloride (PZH, anticancer drug) in supercritical CO2: Experimental and thermodynamic modeling. J Supercrit Fluids 2022. [DOI: 10.1016/j.supflu.2022.105759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Sodeifian G, Surya Alwi R, Razmimanesh F, Sodeifian F. Solubility of prazosin hydrochloride (alpha blocker antihypertensive drug) in supercritical CO2: Experimental and thermodynamic modelling. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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17
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Measurement and modeling of metoclopramide hydrochloride (anti-emetic drug) solubility in supercritical carbon dioxide. ARAB J CHEM 2022. [DOI: 10.1016/j.arabjc.2022.103876] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Production Ganoderma lucidum extract nanoparticles by expansion of supercritical fluid solution and evaluation of the antioxidant ability. Sci Rep 2022; 12:9904. [PMID: 35701498 PMCID: PMC9198024 DOI: 10.1038/s41598-022-13727-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 05/26/2022] [Indexed: 11/09/2022] Open
Abstract
Due to the growing human tendency to treat with natural substances, fungi such as Ganoderma lucidum can be a good source to meet this need. Effectiveness, ease of use and a rich source of active ingredients such as ganoderic acids have caused G. lucidum to be considered in the pharmaceutical and food industries. In this project, G. lucidum was applied to extraction using supercritical carbon dioxide. Then expansion of supercritical fluid solution (ESS) was used as, novel, repeatable and green method to yield nanoparticles from G.lucidum extract. The response surface method was used to improve the Extraction efficiency, antioxidant activity, and improving the nanoparticles production status. Optimal conditions were observed at the extraction step by setting pressure at 27.5 MPa, dynamic time of 46 min, and modifier volume of 162 μL. The optimum point for the production of nanoparticles was obtained as follows: pressure drop at 25 MPa, 20 min for collection time, and 40° C for temperature. Under these conditions, the size and count were 86.13 nm, and 98, respectively. Nanoparticles were analyzed by FESM and, the DPPH was used for antioxidant activity evaluation. The LC-MS identified various ganoderic acids from G.lucidum that are famous to be highly oxygenated triterpenoids.
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Solubility measurement and thermodynamic modeling of pantoprazole sodium sesquihydrate in supercritical carbon dioxide. Sci Rep 2022; 12:7758. [PMID: 35546179 PMCID: PMC9095875 DOI: 10.1038/s41598-022-11887-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 04/28/2022] [Indexed: 11/09/2022] Open
Abstract
Knowing the solubility data of pharmaceutical compounds in supercritical carbon dioxide (ScCO2) is essential for nanoparticles formation by using supercritical technology. In this work, solubility of solid pantoprazole sodium sesquihydrate in ScCO2 is determined and reported at 308, 318, 328 and 338 K and at pressures between 12 and 27 MPa. The solubilities are ranged between 0.0301 \documentclass[12pt]{minimal}
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\begin{document}$$\times$$\end{document}× 10–4 in mole fraction. The determined solubilities are modelled with a new model using solid–liquid equilibrium criteria and the required activity coefficient is developed using regular solution theory. The measured solubilities data are also modelled with three recent and four conventional empirical models. The recent models used are, Alwi-Garlapati (AARD = 13.1%), Sodeifian et al. (14.7%), and Tippana-Garlapati (15.5%) models and the conventional models used are Chrastil (17.54%), reformulated Chrastil (16.30%), Bartle (14.1%) and Mendenz Santiago and Teja (MT) (14.9%) models. The proposed model is correlating the data with less than 14.9% and 16.23% in terms of AARD for temperature dependent and independent cases. Among exiting models, Mendez Santiago and Teja (MT) and Alwi-Garlapati models correlate the data better than other models (corresponding AARD% and AICc are 14.9, 13.1 and −518.89, −504.14, respectively). The correlation effectiveness of the models is evaluated in terms of Corrected Akaike’s Information Criterion (AICc). Finally, enthalpy of solvation and vaporization of pantoprazole sodium sesquihydrate are calculated and reported. The new model proposed in this study can be used for the combination of any complex compound with any supercritical fluid.
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Euldji I, SI-MOUSSA C, HAMADACHE M, BENKORTBI O. QSPR Modelling of The Solubility of Drug and Drug‐Like Compounds in Supercritical Carbon Dioxide. Mol Inform 2022; 41:e2200026. [DOI: 10.1002/minf.202200026] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 04/03/2022] [Indexed: 11/05/2022]
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CO2 utilization for determining solubility of teriflunomide (immunomodulatory agent) in supercritical carbon dioxide: Experimental investigation and thermodynamic modeling. J CO2 UTIL 2022. [DOI: 10.1016/j.jcou.2022.101931] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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22
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Sajadian SA, Ardestani NS, Esfandiari N, Askarizadeh M, Jouyban A. Solubility of favipiravir (as an anti-COVID-19) in supercritical carbon dioxide: An experimental analysis and thermodynamic modeling. J Supercrit Fluids 2022; 183:105539. [PMID: 35136283 PMCID: PMC8815272 DOI: 10.1016/j.supflu.2022.105539] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 12/15/2022]
Abstract
Favipiravir is one of the most commonly prescribed drugs in the treatment of COVID-19 in the early stages of the disease. In this work, the solubility of favipiravir was measured in supercritical CO2 at temperatures ranging from 308 to 338 K and pressures ranging from 12 to 30 MPa. The mole fraction solubility of favipiravir was in the range of 3.0 × 10-6 to 9.05 × 10-4. The solubility data were correlated with three types of methods including; (a) density-based models (Chrastil, Garlapati and Madras, Sparks et al., Sodeifian et al., K-J and Keshmiri et al.), (b) Equations of states SRK with quadratic mixing rules) and (c) expanded liquid theory (modified Wilson model). According to the results, modified Wilson and K-J models are generally capable of providing good correlation of solubility. Finally, the approximate values of total (Δ H total ), vaporization (Δ H vap ), and solvation (Δ H sol ) enthalpies were computed.
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Affiliation(s)
- Seyed Ali Sajadian
- South Zagros Oil and Gas Production, National Iranian Oil Company, 7135717991 Shiraz, Iran
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153 Kashan, Iran
| | - Nedasadat Saadati Ardestani
- Department of Nanotechnology and Advanced Materials, Materials and Energy Research Center, 14155-4777 Karaj, Iran
| | - Nadia Esfandiari
- Department of Chemical Engineering, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
| | - Mahshid Askarizadeh
- Department of Chemical Engineering, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran
| | - Abolghasem Jouyban
- Pharmaceutical Analysis Research Center and Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
- Faculty of Pharmacy, Near East University, PO BOX: 99138, Mersin 10, Nicosia, North Cyprus,Turkey
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Ali Sajadian S, Amani M, Saadati Ardestani N, Shirazian S. Experimental Analysis and Thermodynamic Modelling of Lenalidomide Solubility in Supercritical Carbon Dioxide. ARAB J CHEM 2022. [DOI: 10.1016/j.arabjc.2022.103821] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
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24
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Sodeifian G, Surya Alwi R, Razmimanesh F, Abadian M. Solubility of Dasatinib monohydrate (anticancer drug) in supercritical CO2: Experimental and thermodynamic modeling. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.117899] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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25
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New correlations for the solubility of anticancer drugs in supercritical carbon dioxide. CHEMICAL PAPERS 2021. [DOI: 10.1007/s11696-021-01943-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Kumar R, Thakur AK, Banerjee N, Chaudhari P. A critical review on the particle generation and other applications of rapid expansion of supercritical solution. Int J Pharm 2021; 608:121089. [PMID: 34530097 DOI: 10.1016/j.ijpharm.2021.121089] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 08/29/2021] [Accepted: 09/09/2021] [Indexed: 11/18/2022]
Abstract
The novel particle generation processes of Active Pharmaceutical Ingredient (API)/drug have been extensively explored in recent decades due to their wide-range applications in the pharmaceutical industry. The Rapid Expansion of Supercritical Solutions (RESS) is one of the promising techniques to obtain the fine particles (micro to nano-size) of APIs with narrow particle size distribution (PSD). In RESS, supercritical carbon dioxide (SC CO2) and API are used as solvent and solute respectively. In this literature survey, the application of RESS in the formation of fine particles is critically reviewed. Solubility of API in SC CO2 and supersaturation are the key factors in tuning the particle size. The different approaches to model and predict the solubility of API in SC CO2 are discussed. Then, the effect of process parameters on mean particle size and the particle size distribution are interpreted in the context of solubility and supersaturation. Furthermore, the less-explored applications of RESS in preparation of solid-lipid nanoparticles, liposome, polymorphic conversion, cocrystallization and inclusion complexation are compared with traditional processes. The solubility enhancement of API in SC CO2 using co-solvent and its applications in particle generation are explored in published literature. The development and modifications in the conventional RESS process to overcome the limitations of RESS are presented. Finally, the perspective on RESS with special attention to its commercial operation is highlighted.
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Affiliation(s)
- Rahul Kumar
- Department of Chemical Engineering, University of Petroleum and Energy Studies, Dehradun 248007, Uttarakhand, India.
| | - Amit K Thakur
- Department of Chemical Engineering, University of Petroleum and Energy Studies, Dehradun 248007, Uttarakhand, India
| | - Nilanjana Banerjee
- Department of Chemical Engineering, University of Petroleum and Energy Studies, Dehradun 248007, Uttarakhand, India
| | - Pranava Chaudhari
- Department of Chemical Engineering, University of Petroleum and Energy Studies, Dehradun 248007, Uttarakhand, India
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Solubility of vitamin A in supercritical CO 2: experimental study and thermodynamic modeling. Sci Rep 2021; 11:15917. [PMID: 34354092 PMCID: PMC8342434 DOI: 10.1038/s41598-021-92374-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Accepted: 06/09/2021] [Indexed: 11/16/2022] Open
Abstract
One of the best methods of extracting Vitamin A, as a helper of the immune body system and vision, was measured in supercritical carbon dioxide (SC-CO2); Mole fractions were gained at practical conditions in which the temperature was in the range of 303–323 K and the pressure range was 90–235 bar, respectively. Moreover, four Equation of States [Soave–Redlich–Kwong, Peng–Robinson, Stryjek–Vera and Dashtizadeh–Pazuki–Taghikhani–Ghotbi (DPTG)] were compared with the experimental data. Also, the mixing rules of Van der Waals (vdW1 and vdW2) selected to correlate the solubility data of vitamin A. The outcomes indicate that each of EOSs coupled with vdW2, as a method of estimating the physicochemical and critical properties, were correlated with the solubility data of vitamin A in SC-CO2 with more accuracy, in comparison with vdW1. Among the cubic EOSs, the DPTG model with vdW2 generated the most suitable correlation with the percentage average absolute relative deviation (Average Absolute Relative Deviation%) of 6.
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Sodeifian G, Garlapati C, Razmimanesh F, Sodeifian F. The solubility of Sulfabenzamide (an antibacterial drug) in supercritical carbon dioxide: Evaluation of a new thermodynamic model. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116446] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Kalikin N, Oparin R, Kolesnikov A, Budkov Y, Kiselev M. A crossover of the solid substances solubility in supercritical fluids: What is it in fact? J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115997] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Sodeifian G, Nasri L, Razmimanesh F, Abadian M. Measuring and modeling the solubility of an antihypertensive drug (losartan potassium, Cozaar) in supercritical carbon dioxide. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115745] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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31
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Sodeifian G, Hazaveie SM, Sodeifian F. Determination of Galantamine solubility (an anti-alzheimer drug) in supercritical carbon dioxide (CO2): Experimental correlation and thermodynamic modeling. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115695] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Solubility of Ketoconazole (antifungal drug) in SC-CO 2 for binary and ternary systems: measurements and empirical correlations. Sci Rep 2021; 11:7546. [PMID: 33824375 PMCID: PMC8024397 DOI: 10.1038/s41598-021-87243-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 03/25/2021] [Indexed: 11/18/2022] Open
Abstract
One of the main steps in choosing the drug nanoparticle production processes by supercritical carbon dioxide (SC-CO2) is determining the solubility of the solid solute. For this purpose, the solubility of Ketoconazole (KTZ) in the SC-CO2, binary system, as well as in the SC-CO2-menthol (cosolvent), ternary system, was measured at 308–338 K and 12–30 MPa using the static analysis method. The KTZ solubility in the SC-CO2 ranged between 0.20 × 10–6 and 8.02 × 10–5, while drug solubility in the SC-CO2 with cosolvent varied from 1.2 × 10–5 to 1.96 × 10–4. This difference indicated the significant effect of menthol cosolvent on KTZ solubility in the SC-CO2. Moreover, KTZ solubilities in the two systems were correlated by several empirical and semiempirical models. Among them, Sodeifian et al., Bian et al., MST, and Bartle et al. models can more accurately correlate experimental data for the binary system than other used models. Also, the Sodeifian and Sajadian model well fitted the solubility data of the ternary system with AARD% = 6.45, Radj = 0.995.
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Karimi M, Raofie F. Preparation of Withaferin A nanoparticles extracted from Withania somnifera by the expansion of supercritical fluid solution. PHYTOCHEMICAL ANALYSIS : PCA 2020; 31:957-967. [PMID: 32666662 DOI: 10.1002/pca.2968] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 05/14/2020] [Accepted: 06/02/2020] [Indexed: 06/11/2023]
Abstract
INTRODUCTION Withania somnifera (L.) Dunal. is a plant with several important medicinal properties that have long been used in traditional therapy to treat some diseases. OBJECTIVE Micronisation reduces the particle size, which increases the bioavailability. In this study, due to the great potential of Withaferin A in the treatment of diseases, the nanoparticle formation of Withaferin A extracted from Withania somnifera, was considered. METHODOLOGY In the first step, the experimental parameters of supercritical fluid extraction of W. somnifera were optimised by central composite design (CCD). Then, the herbal extract was micronised using a new, repeatable, and robust method in terms of the expansion of carbon dioxide supercritical solvent. Also, the parameters of the experiment were optimised with the Draper-Lin small composite designs. Moreover, we identified Withaferin A nanoparticle in the extracted samples by utilising liquid chromatography-mass spectrometry (LC-MS) and the obtained precipitates were characterised using field emission scanning electron microscopy (FESEM). RESULTS The optimal conditions of the experiment were as follows: pressure drop 254 atm, at the temperature of 53°C, equilibrium time 23 min, and collection time 57 min. Based on the observed results, the optimum points for the size and number of Withaferin A nanoparticles were predicted as 5 and 5842 nm, respectively. CONCLUSION The nanoparticle production was accomplished through the expansion of supercritical solution, while the speed of expansion was much lower compared to the ordinary rapid expansion of supercritical solution (RESS) methods. Also, the nanonisation conditions, especially the pressure drop, significantly affected the formation of nanoparticles.
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Affiliation(s)
- Mehrnaz Karimi
- Department of Analytical Chemistry and Pollutants, Shahid Beheshti University, Tehran, Iran
| | - Farhad Raofie
- Department of Analytical Chemistry and Pollutants, Shahid Beheshti University, Tehran, Iran
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Saadati Ardestani N, Sodeifian G, Sajadian SA. Preparation of phthalocyanine green nano pigment using supercritical CO 2 gas antisolvent (GAS): experimental and modeling. Heliyon 2020; 6:e04947. [PMID: 32995627 PMCID: PMC7502587 DOI: 10.1016/j.heliyon.2020.e04947] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Revised: 08/13/2020] [Accepted: 09/11/2020] [Indexed: 11/17/2022] Open
Abstract
Phthalocyanine green nano pigment was prepared using supercritical gas antisolvent (GAS) process based on the SC-CO2 method. Thermodynamic models were developed to study the volume expansion and operating conditions of the GAS process. Peng-Robinson EoS were applied for binary (CO2 and DMSO) and ternary (CO2, DMSO, and pigment) systems. A Box-Behnken experimental design was used to optimize the process. Influences of temperature (308, 318 and 328 K), pressure (10, 15 and 20 MPa) and solute concentration (10, 40 and 70 mg/mL) were studied on the particles size and their morphology. The fine particles produced were characterized by SEM, DLS, XRD, FTIR and DSC. Experimental results showed a great reduction in size of pigment particles in comparison to the original particles. The mean particle sizes of nanoparticles were obtained to 27.1 nm after GAS based on SC-CO2 method.
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Affiliation(s)
- Nedasadat Saadati Ardestani
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, 87317-53153, Kashan, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
| | - Gholamhossein Sodeifian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, 87317-53153, Kashan, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Corresponding author.
| | - Seyed Ali Sajadian
- Department of Chemical Engineering, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
- Laboratory of Supercriritcal Fluids and Nanotechnology, University of Kashan, 87317-53153, Kashan, Iran
- Modeling and Simulation Centre, Faculty of Engineering, University of Kashan, 87317-53153, Kashan, Iran
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Song J, Jiao Z, Cheng J, Ruan N, Yang L. Synthesis of supercritical carbon dioxide‐philic phospholipids and determination of their solubility. POLYM ENG SCI 2020. [DOI: 10.1002/pen.25476] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Junying Song
- Jiangsu Key Laboratory for Biomaterials and DevicesSchool of Chemistry and Chemical Engineering, Southeast University Nanjing Jiangsu China
| | - Zhen Jiao
- Jiangsu Key Laboratory for Biomaterials and DevicesSchool of Chemistry and Chemical Engineering, Southeast University Nanjing Jiangsu China
- Joint Research Institute of Southeast University and Monash University Suzhou Jiangsu China
| | - Jiangrui Cheng
- Jiangsu Key Laboratory for Biomaterials and DevicesSchool of Chemistry and Chemical Engineering, Southeast University Nanjing Jiangsu China
| | - Ningjie Ruan
- Jiangsu Key Laboratory for Biomaterials and DevicesSchool of Chemistry and Chemical Engineering, Southeast University Nanjing Jiangsu China
| | - Lixia Yang
- Jiangsu Key Laboratory for Biomaterials and DevicesSchool of Chemistry and Chemical Engineering, Southeast University Nanjing Jiangsu China
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Hazaveie SM, Sodeifian G, Sajadian SA. Measurement and thermodynamic modeling of solubility of Tamsulosin drug (anti cancer and anti-prostatic tumor activity) in supercritical carbon dioxide. J Supercrit Fluids 2020. [DOI: 10.1016/j.supflu.2020.104875] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Sui J, Luo Y, Zhai J, Fan F, Zhang L, Lu J, Zhu X. Solubility measurement, model evaluation and molecular simulations of aprepitant (form I) in eight pure solvents. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2020.112723] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Sodeifian G, Razmimanesh F, Saadati Ardestani N, Sajadian SA. Experimental data and thermodynamic modeling of solubility of Azathioprine, as an immunosuppressive and anti-cancer drug, in supercritical carbon dioxide. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2019.112179] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Sodeifian G, Razmimanesh F, Sajadian SA. Prediction of solubility of sunitinib malate (an anti-cancer drug) in supercritical carbon dioxide (SC–CO2): Experimental correlations and thermodynamic modeling. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2019.111740] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Experimental study and thermodynamic modeling of Esomeprazole (proton-pump inhibitor drug for stomach acid reduction) solubility in supercritical carbon dioxide. J Supercrit Fluids 2019. [DOI: 10.1016/j.supflu.2019.104606] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Experimental measurement of solubilities of sertraline hydrochloride in supercriticalcarbon dioxide with/without menthol: Data correlation. J Supercrit Fluids 2019. [DOI: 10.1016/j.supflu.2019.03.020] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Sodeifian G, Sajadian SA, Saadati Ardestani N, Razmimanesh F. Production of Loratadine drug nanoparticles using ultrasonic-assisted Rapid expansion of supercritical solution into aqueous solution (US-RESSAS). J Supercrit Fluids 2019. [DOI: 10.1016/j.supflu.2018.11.007] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Sodeifian G, Razmimanesh F, Sajadian SA. Solubility measurement of a chemotherapeutic agent (Imatinib mesylate) in supercritical carbon dioxide: Assessment of new empirical model. J Supercrit Fluids 2019. [DOI: 10.1016/j.supflu.2019.01.006] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Sodeifian G, Sajadian SA. Utilization of ultrasonic-assisted RESOLV (US-RESOLV) with polymeric stabilizers for production of amiodarone hydrochloride nanoparticles: Optimization of the process parameters. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2018.12.020] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Sodeifian G, Sajadian SA, Daneshyan S. Preparation of Aprepitant nanoparticles (efficient drug for coping with the effects of cancer treatment) by rapid expansion of supercritical solution with solid cosolvent (RESS-SC). J Supercrit Fluids 2018. [DOI: 10.1016/j.supflu.2018.06.009] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Sodeifian G, Ardestani NS, Sajadian SA, Moghadamian K. Properties of Portulaca oleracea seed oil via supercritical fluid extraction: Experimental and optimization. J Supercrit Fluids 2018. [DOI: 10.1016/j.supflu.2017.12.026] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Solubility measurement and preparation of nanoparticles of an anticancer drug (Letrozole) using rapid expansion of supercritical solutions with solid cosolvent (RESS-SC). J Supercrit Fluids 2018. [DOI: 10.1016/j.supflu.2017.10.015] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Sodeifian G, Sajadian SA, Honarvar B. Mathematical modelling for extraction of oil from Dracocephalum kotschyi seeds in supercritical carbon dioxide. Nat Prod Res 2017; 32:795-803. [PMID: 28783956 DOI: 10.1080/14786419.2017.1361954] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Extraction of oil from Dracocephalum kotschyi Boiss seeds using supercritical carbon dioxide was designed using central composite design to evaluate the effect of various operating parameters including pressure, temperature, particle size and extraction time on the oil yield. Maximum extraction yield predicted from response surface method was 71.53% under the process conditions with pressure of 220 bar, temperature of 35 °C, particle diameter of 0.61 mm and extraction time of 130 min. Furthermore, broken and intact cells model was utilised to consider mass transfer kinetics of extracted natural materials. The results revealed that the model had a good agreement with the experimental data. The oil samples obtained via supercritical and solvent extraction methods were analysed by gas chromatography. The most abundant acid was linolenic acid. The results analysis showed that there was no significant difference between the fatty acid contents of the oils obtained by the supercritical and solvent extraction techniques.
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Affiliation(s)
- Gholamhossein Sodeifian
- a Faculty of Engineering, Department of Chemical Engineering , University of Kashan , Kashan , Iran.,b Laboratory of Supercriritcal Fluids and Nanotechnology , University of Kashan , Kashan , Iran
| | - Seyed Ali Sajadian
- a Faculty of Engineering, Department of Chemical Engineering , University of Kashan , Kashan , Iran
| | - Bizhan Honarvar
- c Department of Chemical Engineering, Marvdasht Branch , Islamic Azad University , Marvdasht , Iran
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