Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling

Abstract In order to develop supercritical fluid (SCF) processes for the micro or nanosizing of solid solute components, such as pharmaceuticals, it is essential to assess their solubility in solvents including supercritical carbon dioxide (SC–CO2). This crucial step is fundamental for choosing and...

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Main Authors: Gholamhossein Sodeifian, Masturah Markom, Jarinah Mohd Ali, Muhammad Zulhaziman Mat Salleh, Reza Derakhsheshpour
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-88817-4
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author Gholamhossein Sodeifian
Masturah Markom
Jarinah Mohd Ali
Muhammad Zulhaziman Mat Salleh
Reza Derakhsheshpour
author_facet Gholamhossein Sodeifian
Masturah Markom
Jarinah Mohd Ali
Muhammad Zulhaziman Mat Salleh
Reza Derakhsheshpour
author_sort Gholamhossein Sodeifian
collection DOAJ
description Abstract In order to develop supercritical fluid (SCF) processes for the micro or nanosizing of solid solute components, such as pharmaceuticals, it is essential to assess their solubility in solvents including supercritical carbon dioxide (SC–CO2). This crucial step is fundamental for choosing and evaluating the processes in SCF technology. A statistical method was developed and used to determine the solubility of gemcitabine in SC-CO2. The solubility measurements at various pressures and temperatures were conducted using UV–vis analysis. Two model types were used to correlate the data: semi-empirical (with 3–6 parameters) and equation of state (EoS) models. The solubility of gemcitabine in SC-CO2 using a static method at temperatures of 308–338 K and pressures of 120–270 bar were measured and modeled for the first time. Solubility of gemcitabine ranged from 0.1274 × 10− 5 to 1.8128 × 10− 5 in mole fraction and 0.00295 to 0.08489 kg/L. The PR EoS model performed best at 308 K with an AARD of 12.58%, and SRK excelled at 318–338 K with AARDs between 12.93 and 15.68%. Application of the Joback method (AARD 12.04–27.13%) and COSMO-RS method (AARD 18.68–31.28%) in EoS models also were compared. The Bian et al. model showed the best fit among density-based models with an AARD of 16.62%.
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spelling doaj-art-58ffe826c66d463bb939da092d6408b92025-02-09T12:30:08ZengNature PortfolioScientific Reports2045-23222025-02-0115111610.1038/s41598-025-88817-4Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modelingGholamhossein Sodeifian0Masturah Markom1Jarinah Mohd Ali2Muhammad Zulhaziman Mat Salleh3Reza Derakhsheshpour4Department of Chemical Engineering, Faculty of Engineering, University of KashanDepartment of Chemical and Process Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan MalaysiaDepartment of Chemical and Process Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan MalaysiaDepartment of Chemical and Process Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan MalaysiaDepartment of Chemical Engineering, Faculty of Engineering, University of KashanAbstract In order to develop supercritical fluid (SCF) processes for the micro or nanosizing of solid solute components, such as pharmaceuticals, it is essential to assess their solubility in solvents including supercritical carbon dioxide (SC–CO2). This crucial step is fundamental for choosing and evaluating the processes in SCF technology. A statistical method was developed and used to determine the solubility of gemcitabine in SC-CO2. The solubility measurements at various pressures and temperatures were conducted using UV–vis analysis. Two model types were used to correlate the data: semi-empirical (with 3–6 parameters) and equation of state (EoS) models. The solubility of gemcitabine in SC-CO2 using a static method at temperatures of 308–338 K and pressures of 120–270 bar were measured and modeled for the first time. Solubility of gemcitabine ranged from 0.1274 × 10− 5 to 1.8128 × 10− 5 in mole fraction and 0.00295 to 0.08489 kg/L. The PR EoS model performed best at 308 K with an AARD of 12.58%, and SRK excelled at 318–338 K with AARDs between 12.93 and 15.68%. Application of the Joback method (AARD 12.04–27.13%) and COSMO-RS method (AARD 18.68–31.28%) in EoS models also were compared. The Bian et al. model showed the best fit among density-based models with an AARD of 16.62%.https://doi.org/10.1038/s41598-025-88817-4GemcitabineSupercritical carbon dioxideSolubilityEquation of stateDensity-based model
spellingShingle Gholamhossein Sodeifian
Masturah Markom
Jarinah Mohd Ali
Muhammad Zulhaziman Mat Salleh
Reza Derakhsheshpour
Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling
Scientific Reports
Gemcitabine
Supercritical carbon dioxide
Solubility
Equation of state
Density-based model
title Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling
title_full Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling
title_fullStr Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling
title_full_unstemmed Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling
title_short Solubility of gemcitabine (an anticancer drug) in supercritical carbon dioxide green solvent: Experimental measurement and thermodynamic modeling
title_sort solubility of gemcitabine an anticancer drug in supercritical carbon dioxide green solvent experimental measurement and thermodynamic modeling
topic Gemcitabine
Supercritical carbon dioxide
Solubility
Equation of state
Density-based model
url https://doi.org/10.1038/s41598-025-88817-4
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