Souhib Bennaadja , El Khamsa Soltani , Djamel Ghernaout , Malik Albrahim , Yacine Benguerba
{"title":"可持续给药创新:在二myristoyl磷脂酰胆碱(DMPC)系统中使用深度共熔溶剂增强阿魏酸释放","authors":"Souhib Bennaadja , El Khamsa Soltani , Djamel Ghernaout , Malik Albrahim , Yacine Benguerba","doi":"10.1016/j.molliq.2025.127572","DOIUrl":null,"url":null,"abstract":"<div><div>This study introduces an innovative strategy for optimizing Deep Eutectic Solvents (DES) to achieve controlled release of Ferulic Acid (FA) within Dimyristoylphosphatidylcholine (DMPC) liposomes, leveraging advanced computational techniques. We synthesized and characterized various DES formulations, assessing their solubility, stability, and interaction energies with FA using the COSMO-RS (COnductor-like Screening MOdel for Realistic Solvation) and COSMOmic methodologies. Quantitative results indicate that specific DESs significantly enhance FA solubility compared to conventional solvents like ethanol. For instance, DES07, incorporating betaine and acetic acid, achieved a solubility enhancement with a Weight Solubility in Liquid Equilibrium (WSLE) of 0.28067 and log<sub>10</sub>(xSLE) of −0.58076, surpassing ethanol’s WSLE of 0.01282 and log<sub>10</sub>(xSLE) of −2.51276. Furthermore, we investigated FA diffusion and release kinetics within the liposomal environment, providing crucial insights for designing more efficient and sustainable drug delivery systems. These findings highlight the potential of DES as an environmentally friendly alternative in pharmaceutical applications, particularly for improving the bioavailability and controlled release of hydrophobic drugs like Ferulic Acid. Using DES07 and DES08 resulted in solubility levels over 20 times higher than ethanol while enhancing liposomal stability, as demonstrated by favorable free energy profiles and diffusion coefficients.</div></div>","PeriodicalId":371,"journal":{"name":"Journal of Molecular Liquids","volume":"429 ","pages":"Article 127572"},"PeriodicalIF":5.3000,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Sustainable drug delivery innovations: Enhancing Ferulic Acid release using Deep Eutectic Solvents in dimyristoyl phosphatidylcholine (DMPC) systems\",\"authors\":\"Souhib Bennaadja , El Khamsa Soltani , Djamel Ghernaout , Malik Albrahim , Yacine Benguerba\",\"doi\":\"10.1016/j.molliq.2025.127572\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study introduces an innovative strategy for optimizing Deep Eutectic Solvents (DES) to achieve controlled release of Ferulic Acid (FA) within Dimyristoylphosphatidylcholine (DMPC) liposomes, leveraging advanced computational techniques. We synthesized and characterized various DES formulations, assessing their solubility, stability, and interaction energies with FA using the COSMO-RS (COnductor-like Screening MOdel for Realistic Solvation) and COSMOmic methodologies. Quantitative results indicate that specific DESs significantly enhance FA solubility compared to conventional solvents like ethanol. For instance, DES07, incorporating betaine and acetic acid, achieved a solubility enhancement with a Weight Solubility in Liquid Equilibrium (WSLE) of 0.28067 and log<sub>10</sub>(xSLE) of −0.58076, surpassing ethanol’s WSLE of 0.01282 and log<sub>10</sub>(xSLE) of −2.51276. Furthermore, we investigated FA diffusion and release kinetics within the liposomal environment, providing crucial insights for designing more efficient and sustainable drug delivery systems. These findings highlight the potential of DES as an environmentally friendly alternative in pharmaceutical applications, particularly for improving the bioavailability and controlled release of hydrophobic drugs like Ferulic Acid. Using DES07 and DES08 resulted in solubility levels over 20 times higher than ethanol while enhancing liposomal stability, as demonstrated by favorable free energy profiles and diffusion coefficients.</div></div>\",\"PeriodicalId\":371,\"journal\":{\"name\":\"Journal of Molecular Liquids\",\"volume\":\"429 \",\"pages\":\"Article 127572\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-04-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Molecular Liquids\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0167732225007391\",\"RegionNum\":2,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Liquids","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167732225007391","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
Sustainable drug delivery innovations: Enhancing Ferulic Acid release using Deep Eutectic Solvents in dimyristoyl phosphatidylcholine (DMPC) systems
This study introduces an innovative strategy for optimizing Deep Eutectic Solvents (DES) to achieve controlled release of Ferulic Acid (FA) within Dimyristoylphosphatidylcholine (DMPC) liposomes, leveraging advanced computational techniques. We synthesized and characterized various DES formulations, assessing their solubility, stability, and interaction energies with FA using the COSMO-RS (COnductor-like Screening MOdel for Realistic Solvation) and COSMOmic methodologies. Quantitative results indicate that specific DESs significantly enhance FA solubility compared to conventional solvents like ethanol. For instance, DES07, incorporating betaine and acetic acid, achieved a solubility enhancement with a Weight Solubility in Liquid Equilibrium (WSLE) of 0.28067 and log10(xSLE) of −0.58076, surpassing ethanol’s WSLE of 0.01282 and log10(xSLE) of −2.51276. Furthermore, we investigated FA diffusion and release kinetics within the liposomal environment, providing crucial insights for designing more efficient and sustainable drug delivery systems. These findings highlight the potential of DES as an environmentally friendly alternative in pharmaceutical applications, particularly for improving the bioavailability and controlled release of hydrophobic drugs like Ferulic Acid. Using DES07 and DES08 resulted in solubility levels over 20 times higher than ethanol while enhancing liposomal stability, as demonstrated by favorable free energy profiles and diffusion coefficients.
期刊介绍:
The journal includes papers in the following areas:
– Simple organic liquids and mixtures
– Ionic liquids
– Surfactant solutions (including micelles and vesicles) and liquid interfaces
– Colloidal solutions and nanoparticles
– Thermotropic and lyotropic liquid crystals
– Ferrofluids
– Water, aqueous solutions and other hydrogen-bonded liquids
– Lubricants, polymer solutions and melts
– Molten metals and salts
– Phase transitions and critical phenomena in liquids and confined fluids
– Self assembly in complex liquids.– Biomolecules in solution
The emphasis is on the molecular (or microscopic) understanding of particular liquids or liquid systems, especially concerning structure, dynamics and intermolecular forces. The experimental techniques used may include:
– Conventional spectroscopy (mid-IR and far-IR, Raman, NMR, etc.)
– Non-linear optics and time resolved spectroscopy (psec, fsec, asec, ISRS, etc.)
– Light scattering (Rayleigh, Brillouin, PCS, etc.)
– Dielectric relaxation
– X-ray and neutron scattering and diffraction.
Experimental studies, computer simulations (MD or MC) and analytical theory will be considered for publication; papers just reporting experimental results that do not contribute to the understanding of the fundamentals of molecular and ionic liquids will not be accepted. Only papers of a non-routine nature and advancing the field will be considered for publication.