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Zhang YH, Dai CS, Wang YJ, Wang WY, Qi TT, Xia MC, Zhou G, Cui YM. Intestinal permeability of N-acetylcysteine is driven by gut microbiota-dependent cysteine palmitoylation. Nat Commun 2025; 16:4623. [PMID: 40389439 PMCID: PMC12089494 DOI: 10.1038/s41467-025-59916-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 05/06/2025] [Indexed: 05/21/2025] Open
Abstract
Trillions of intestinal microbiota are essential to the permeability of orally administered drugs. However, identifying microbial-drug interactions remains challenging due to the highly variable composition of intestinal flora among individuals. Using single-pass intestinal perfusion (SPIP) platform, we establish the microbiota-based permeability screening framework involving germ-free (GF) and specific-pathogen-free (SPF) rats to compare in-situ Peff-values and metabolomic profiles of 32 orally administered drugs with disputable classifications of permeability, prior to the verifications of bioorthogonal chemistry and LC-MS/MS. In contrast with SPF controls, N-Acetylcysteine (NAC) exhibits significantly increased permeability in GF rats, which is inversely related to reduced cysteine-3-ketosphinganine by Bacteroides. To further validate these microbiome features, we integrate clinical descriptors from a prospective cohort of 319 participants to optimize a 15-feature eXtreme Gradient Boosting (XGB) model, which reveal that cysteine palmitoylation by intestinal microbiota has significantly affected NAC permeability. By comparison of net reclassification improvement (NRI) index, this machine learning (ML) model of clinical prediction model encompassing intestinal microbial features outperforms other three commercial models in predicting NAC permeability. Here we have developed an intestinal microbiota-based strategy to evaluate uncharacterized NAC permeability, thus accounting for its discordant biopharmaceutics classification.
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Affiliation(s)
- Yu-Hang Zhang
- Institute of Clinical Pharmacology, Peking University First Hospital, 100191, Beijing, China.
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, 100191, Beijing, China.
| | - Chen-Shu Dai
- Institute of Clinical Pharmacology, Peking University First Hospital, 100191, Beijing, China
- Department of Pharmacy, Wenzhou Medical University, Wenzhou, 325035, China
| | - Ya-Jie Wang
- Department of Gastrointestinal Surgery, Peking University First Hospital, 100034, Beijing, China
| | - Wen-Yu Wang
- Beijing Anzhen Hospital, Capital Medical University, 100029, Beijing, China
| | - Tian-Tian Qi
- Institute of Clinical Pharmacology, Peking University First Hospital, 100191, Beijing, China
- Department of Pharmacy, Xuzhou Medical University, Xuzhou, 221004, China
| | - Man-Cheng Xia
- Department of Gastrointestinal Surgery, Peking University First Hospital, 100034, Beijing, China
| | - Gan Zhou
- Department of Pharmacy, Xiangya Hospital of Central South University, Changsha, 410008, China.
| | - Yi-Min Cui
- Institute of Clinical Pharmacology, Peking University First Hospital, 100191, Beijing, China.
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, 100191, Beijing, China.
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2
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Svoboda R. Calorimetric Monitoring of the Sub-T g Crystal Growth in Molecular Glasses: The Case of Amorphous Nifedipine. Molecules 2025; 30:1679. [PMID: 40333594 PMCID: PMC12029594 DOI: 10.3390/molecules30081679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2025] [Revised: 04/06/2025] [Accepted: 04/07/2025] [Indexed: 05/09/2025] Open
Abstract
Non-isothermal differential scanning calorimetry (DSC) and Raman microscopy were used to study the crystallization behavior of the 20-50 μm amorphous nifedipine (NIF) powder. In particular, the study was focused on the diffusionless glass-crystal (GC) growth mode occurring below the glass transition temperature (Tg). The exothermic signal associated with the GC growth was indeed directly and reproducibly recorded at heating rates q+ ≤ 0.5 °C·min-1. During the GC growth, the αp polymorphic phase was exclusively formed, as confirmed via Raman microscopy. In addition to the freshly prepared NIF samples, the crystallization of the powders annealed for 7 h at 20 °C was also monitored-approx. 50-60% crystallinity was achieved. For the annealed NIF powders, the confocal Raman microscopy verified a proportional absence of the crystalline phase on the sample surface (indicating its dominant formation along the internal micro-cracks, which is characteristic of the GC growth). All DSC data were modeled in terms of the solid-state kinetic equation paired with the autocatalytic model; the kinetic complexity was described via reaction mechanism based on the overlap of 3-4 independent processes. The kinetic trends associated with decreasing q+ were identified, confirming the temperature-dependent kinetic behavior, and used to calculate a theoretical kinetic prediction conformable to the experimentally performed 7 h annealing at 20 °C. The theoretical model slightly underestimated the true extent of the GC growth, predicting the crystallinity to be 35-40% after 7 h (such accuracy is still extremely good in comparison with the standard kinetic approaches nowadays). Further research in the field of kinetic analysis should thus focus on the methodological ways of increasing the accuracy of considerably extrapolated kinetic predictions.
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Affiliation(s)
- Roman Svoboda
- Department of Physical Chemistry, Faculty of Chemical Technology, University of Pardubice, nam. Cs Legii 565, 532 10 Pardubice, Czech Republic
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3
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Alloush T, Yurtdaş Kırımlıoğlu G. Enhancing the Solubility of Isoconazole Nitrate Using Methyl-β-Cyclodextrin: Formulation and Characterization of Inclusion Complexes. Molecules 2025; 30:1654. [PMID: 40333570 PMCID: PMC12029313 DOI: 10.3390/molecules30081654] [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: 01/20/2025] [Revised: 03/28/2025] [Accepted: 04/03/2025] [Indexed: 05/09/2025] Open
Abstract
Isoconazole nitrate (ISN) is a broad-spectrum antifungal agent whose therapeutic potential is limited by poor aqueous solubility and low bioavailability. This study aimed to enhance the solubility and physicochemical properties of ISN through the formation of inclusion complexes with methyl-β-cyclodextrin (M-β-CD) using freeze-drying (FD) and spray-drying (SD) methods. The prepared inclusion complexes were comprehensively characterized by high-performance liquid chromatography (HPLC), phase solubility analysis, scanning electron microscopy (SEM), differential scanning calorimetry (DSC), Fourier-transform infrared spectroscopy (FT-IR), and proton nuclear magnetic resonance (1H-NMR). Phase solubility studies revealed an AL-type solubility diagram with a 1:1 molar ratio and an apparent stability constant (KS) of 2711 M-1. Structural and thermal analyses confirmed successful inclusion complex formation and reduced crystallinity. The solubility assessment showed that ISN/M-β-CD complexes prepared by SD exhibited an approximately seven-fold higher aqueous solubility than ISN and performed better than those prepared by FD. Moreover, SD complexes demonstrated a higher drug content. These findings highlight the potential of M-β-CD-based inclusion complexation, particularly via spray-drying, as an effective strategy to enhance the solubility and bioavailability of poorly water-soluble drugs, such as ISN.
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Affiliation(s)
- Tarek Alloush
- Department of Pharmaceutical Technology, Institute of Health Sciences, Istanbul University, Istanbul 34126, Türkiye
- Department of Pharmaceutical Technology, Graduate School of Health Sciences, Anadolu University, Eskişehir 26470, Türkiye
| | - Gülsel Yurtdaş Kırımlıoğlu
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Anadolu University, Eskişehir 26470, Türkiye;
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4
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Rosalina R, Weerapreeyakul N, Sutthanut K, Kamwilaisak K, Sakonsinsiri C. Nanocellulose-based Pickering emulsion of sesamolin manifested increased anticancer activity and necrosis in human colon cancer (HCT116) cells. Int J Biol Macromol 2025; 292:139225. [PMID: 39732237 DOI: 10.1016/j.ijbiomac.2024.139225] [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: 09/29/2024] [Revised: 12/16/2024] [Accepted: 12/24/2024] [Indexed: 12/30/2024]
Abstract
Sesamolin possesses limited aqueous solubility, a drawback for biological activity study in cancer cell models. This study aimed to enhance sesamolin's ability to fight cancer, as it is a bioactive compound with low water solubility found in sesame. We developed different Pickering emulsion delivery systems and tested their anticancer effects on various cancer cell types. Sesamolin was incorporated into either sesame or olive oil and subsequently formulated as oil in water (o/w) Pickering emulsions stabilized by the carboxylated cellulose nanocrystal (cCNC). The anticancer activity was determined based on cell viability and the induction of cell death mechanisms. The results demonstrated a synergistic effect of the components in the emulsion, including sesamolin, sesame oil, and olive oil, and a decrease in HCT116 viability in a concentration-dependent manner and selectively on cancer cells compared to non-cancerous Vero cells. The primary mode of cell death was predominantly ROS-induced necrosis, with no change in caspase 3/7 activity, indicating the absence of apoptosis. This study first presents the necrotic cell death mechanism induced by sesamolin. The findings reveal that the cCNC emulsion delivery system is safe and appropriate for transporting lipophilic chemicals and can overcome solubility limitations.
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Affiliation(s)
- Reny Rosalina
- Graduate School (Biomedical Sciences Program), Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Natthida Weerapreeyakul
- Division of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand; Human High Performance and Health Promotion Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Khaetthareeya Sutthanut
- Division of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand; Human High Performance and Health Promotion Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Khanita Kamwilaisak
- Department of Chemical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Chadamas Sakonsinsiri
- Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
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5
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de Souza MM, Gini ALR, Moura JA, Scarim CB, Chin CM, dos Santos JL. Prodrug Approach as a Strategy to Enhance Drug Permeability. Pharmaceuticals (Basel) 2025; 18:297. [PMID: 40143076 PMCID: PMC11946379 DOI: 10.3390/ph18030297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 02/12/2025] [Accepted: 02/16/2025] [Indexed: 03/28/2025] Open
Abstract
Absorption and permeability are critical physicochemical parameters that must be balanced to achieve optimal drug uptake. These key factors are closely linked to the maximum absorbable dose required to provide appropriate plasma levels of drugs. Among the various strategies employed to enhance drug solubility and permeability, prodrug design stands out as a highly effective and versatile approach for improving physicochemical properties and enabling the optimization of biopharmaceutical and pharmacokinetic parameters while mitigating adverse effects. Prodrugs are compounds with reduced or no activity that, through bio-reversible chemical or enzymatic processes, release an active parental drug. The application of this technology has led to significant advancements in drug optimization during the design phase, and it offers broad potential for further development. Notably, approximately 13% of the drugs approved by the U.S. Food and Drug Administration (FDA) between 2012 and 2022 were prodrugs. In this review article, we will explore the application of prodrug strategies to enhance permeability, describing examples of market drugs. We also describe the use of the prodrug approach to optimize PROteolysis TArgeting Chimeras (PROTACs) permeability by using conjugation technologies. We will highlight some new technologies in prodrugs to enrich permeability properties, contributing to developing new effective and safe prodrugs.
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Affiliation(s)
- Mateus Mello de Souza
- School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara 14800-903, SP, Brazil; (M.M.d.S.); (A.L.R.G.); (C.B.S.); (C.M.C.)
| | - Ana Luísa Rodriguez Gini
- School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara 14800-903, SP, Brazil; (M.M.d.S.); (A.L.R.G.); (C.B.S.); (C.M.C.)
| | - Jhonnathan Alves Moura
- Institute of Chemistry, São Paulo State University (UNESP), Araraquara 14800-900, SP, Brazil;
| | - Cauê Benito Scarim
- School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara 14800-903, SP, Brazil; (M.M.d.S.); (A.L.R.G.); (C.B.S.); (C.M.C.)
| | - Chung Man Chin
- School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara 14800-903, SP, Brazil; (M.M.d.S.); (A.L.R.G.); (C.B.S.); (C.M.C.)
- Union of the Colleges of the Great Lakes (UNILAGO), School of Medicine, Advanced Research Center in Medicine (CEPAM), Sao Jose do Rio Preto 15030-070, SP, Brazil
| | - Jean Leandro dos Santos
- School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara 14800-903, SP, Brazil; (M.M.d.S.); (A.L.R.G.); (C.B.S.); (C.M.C.)
- Institute of Chemistry, São Paulo State University (UNESP), Araraquara 14800-900, SP, Brazil;
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Oliveira LT, Castanheira RG, Vilela JMC, Andrade MS, de Oliveira MA, Mosqueira VCF. Impact of non-ionic surfactants on release kinetics, toxicity and colloidal characteristics of benznidazole self-emulsifying delivery system evidenced by flow field-flow fractionation. J Chromatogr A 2025; 1740:465565. [PMID: 39657427 DOI: 10.1016/j.chroma.2024.465565] [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: 09/15/2024] [Revised: 11/27/2024] [Accepted: 11/28/2024] [Indexed: 12/12/2024]
Abstract
Chagas disease is the major cause of death by cardiomyopathy in Latin America. Benznidazole (BZN) tablets are the standard of care for Chagas disease, and recently, self-emulsifying systems (SEDDS) have shown promising efficacy as the BZN delivery system, particularly for pediatric use. However, the comparative effects of surfactants on the physicochemical properties of SEDDS have been poorly investigated to date. SEDDS formulations containing medium-chain triglyceride as the oil phase and soy lecithin were developed using three non-ionic surfactants: polysorbate 80, Labrasol, and Cremophor EL. Asymmetric flow field-flow fractionation (AsF4) coupled with multi-angle laser light scattering (MALLS) and dynamic light scattering (DLS) were originally used to characterize the size distribution and homogeneity of SEDDS. The hydrodynamic sizes of emulsion droplets obtained after self-emulsification in water were lower than 220 nm, and zeta potential values ranged from -43 mV to -63 mV for all SEDDS formulations. A detailed analysis of AsF4 fractograms showed that all SEDDS formulations vary in size distribution and structure depending on the surfactant used and the presence of BZN. These factors affect the formation of emulsion droplets, as well as their shape, mass distribution, and colloidal organization. The results indicate that kinetically stable nanoemulsions are spontaneously produced upon water dilution. All SEDDS formulations increased the in vitro dissolution rate of BZN compared to pure BZN under sink conditions, and surfactants influenced the release profile. Toxicity concerns arising from high surfactant concentrations should be investigated in future studies. This simple and low-cost BZN lipid formulation offers a potential alternative for treating Chagas Disease with easy and personalized dosing adjustments.
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Affiliation(s)
- Líliam Teixeira Oliveira
- Laboratory of Pharmaceutics and Nanotechnology (LDGNano), School of Pharmacy, Federal University of Ouro Preto, Minas Gerais 35400-000, Brazil
| | - Raquel Gomes Castanheira
- Laboratory of Pharmaceutics and Nanotechnology (LDGNano), School of Pharmacy, Federal University of Ouro Preto, Minas Gerais 35400-000, Brazil
| | - José Mário Carneiro Vilela
- FIEMG SENAI Technological Center - Regional Department of Minas Gerais, Avenida José Cândido da Silveira, 2000, Horto, Belo Horizonte, 31035-536, Minas Gerais, Brazil
| | - Margareth Spangler Andrade
- FIEMG SENAI Technological Center - Regional Department of Minas Gerais, Avenida José Cândido da Silveira, 2000, Horto, Belo Horizonte, 31035-536, Minas Gerais, Brazil
| | - Maria Alice de Oliveira
- Laboratory of Pharmaceutics and Nanotechnology (LDGNano), School of Pharmacy, Federal University of Ouro Preto, Minas Gerais 35400-000, Brazil
| | - Vanessa Carla Furtado Mosqueira
- Laboratory of Pharmaceutics and Nanotechnology (LDGNano), School of Pharmacy, Federal University of Ouro Preto, Minas Gerais 35400-000, Brazil.
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Fysal HM, Kassab HJ. Preparation and evaluation of topical span 60-based oleogel of voriconazole. J Adv Pharm Technol Res 2025; 16:24-29. [PMID: 40177513 PMCID: PMC11960826 DOI: 10.4103/japtr.japtr_211_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 10/15/2024] [Accepted: 12/30/2024] [Indexed: 04/05/2025] Open
Abstract
Voriconazole (VOR) is a triazole antifungal agent; it blocks the synthesis of ergosterol, available in the market orally and intravenously, but, not without various side effects. The aim of this study is development and characterization of VOR oleogel for the topical treatment of skin fungal infection to avoid the drug's systemic side effects that are associated with oral and IV routes. The gelator Span 60 (S) was added at different concentrations to different oils (oleic OO, grapeseed GO, and sesame oil SO) to obtain the minimum gelation concentration, the prepared formulas were subjected to various evaluation tests, and the optimum formula was checked for antifungal effect, and subjected to viscosity, and texture analysis. The optimized formula, Span60 with SO 14SSO, showed 100% drug release, good antifungal activity, and acceptable transition temperature. The study of viscosity demonstrated the pseudo-plastic shear thinning behavior. A Fourier-transform infrared study showed that the drug and excipients did not significantly interact. 14SSO might be a promising topical treatment option for skin fungal infections.
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8
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Loke YH, Jayakrishnan A, Mod Razif MRF, Yee KM, Kee PE, Goh BH, Helal Uddin ABM, Lakshminarayanan V, Liew KB. A Comprehensive Review of Challenges in Oral Drug Delivery Systems and Recent Advancements in Innovative Design Strategies. Curr Pharm Des 2025; 31:360-376. [PMID: 39390835 DOI: 10.2174/0113816128338560240923073357] [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: 06/20/2024] [Revised: 08/06/2024] [Accepted: 08/13/2024] [Indexed: 10/12/2024]
Abstract
The oral route of drug administration is often preferred by patients and healthcare providers due to its convenience, ease of use, non-invasiveness, and patient acceptance. However, traditional oral dosage forms have several limitations, including low bioavailability, limited drug loading capacity, and stability and storage issues, particularly with solutions and suspensions. Over the years, researchers have dedicated considerable effort to developing novel oral drug delivery systems to overcome these limitations. This review discusses various challenges associated with oral drug delivery systems, including biological, pharmaceutical, and physicochemical barriers. It also explores common delivery approaches, such as gastroretentive drug delivery, small intestine drug delivery, and colon-targeting drug delivery systems. Additionally, numerous strategies aimed at improving oral drug delivery efficiency are reviewed, including solid dispersion, absorption enhancers, lipidbased formulations, nanoparticles, polymer-based nanocarriers, liposomal formulations, microencapsulation, and micellar formulations. Furthermore, innovative approaches like orally disintegrating tablets (ODT), orally disintegrating films (ODF), layered tablets, micro particulates, self-nano emulsifying formulations (SNEF), and controlled release dosage forms are explored for their potential in enhancing oral drug delivery efficiency and promoting patients' compliance. Overall, this review highlights significant progress in addressing challenges in the pharmaceutical industry and clinical settings, offering novel approaches for the development of effective oral drug delivery systems.
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Affiliation(s)
- Ying Hui Loke
- Faculty of Pharmacy, University of Cyberjaya, Persiaran Bestari, Cyberjaya 63000, Selangor, Malaysia
| | - Achuth Jayakrishnan
- Department of Microbiology, Hindusthan College of Arts and Science, Coimbatore 641028, Tamil Nadu, India
| | | | - Kar Ming Yee
- Faculty of Pharmacy, University of Cyberjaya, Persiaran Bestari, Cyberjaya 63000, Selangor, Malaysia
| | - Phei Er Kee
- Biorefinery and Bioprocessing Engineering Laboratory, Department of Chemical Engineering and Materials Science, Yuan Ze University, Chungli, Taoyuan 320, Taiwan
| | - Bey Hing Goh
- Department of Biological Sciences, School of Medical and Life Sciences, Sunway University, Petaling Jaya, Malaysia
| | - A B M Helal Uddin
- Faculty of Pharmacy, International Islamic University Malaysia, Bandar Indera Mahkota, Kuantan, Pahang, Malaysia
| | - Vijayakumar Lakshminarayanan
- Department of Pharmaceutical Technology, Hindusthan Institute of Technology, Coimbatore 641032, Tamil Nadu, India
| | - Kai Bin Liew
- Faculty of Pharmacy, University of Cyberjaya, Persiaran Bestari, Cyberjaya 63000, Selangor, Malaysia
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Ganapathy B, Redasani V, Debnath S, Gupta N, Kadam A, Wang F, Narwankar P. Bioavailability improvement by atomic layer coating: Fenofibrate a case study. J Pharm Sci 2025; 114:617-625. [PMID: 39489377 DOI: 10.1016/j.xphs.2024.10.052] [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: 08/20/2024] [Revised: 10/26/2024] [Accepted: 10/27/2024] [Indexed: 11/05/2024]
Abstract
Biopharmaceutical Classification Systems (BCS) class II drugs show poor solubility and high permeability in the body. Fenofibrate (FF) is a classic example of a BCS class II drug, used to treat high cholesterol and triglyceride (fat-like substances) levels in the blood. Atomic layer coating (ALC) is a surface engineering technology adapted from the semiconductor industry, where metal oxides are coated one atomic layer at a time over the active pharmaceutical ingredients (API) particles. ALC coating was proven to improve the processability, alter the hydrophilicity, improve the stability, and fine-tune the release of drugs. Herein, we report the intervention of ALC coating in enhancing the bioavailability of a poorly water-soluble drug (fenofibrate) in the animal model. The physical properties of uncoated fenofibrate were compared with those of zinc oxide-coated and silicon oxide-coated fenofibrate. Following the application of the coatings, the structural integrity (both chemical stability and solid-state stability) of the active pharmaceutical ingredient (API) remained uncompromised, as corroborated by 1H NMR and powder X-ray diffraction analyses. Notably, zinc oxide-coated fenofibrate exhibited favorable flow characteristics, whereas no discernible enhancement in flow behavior was observed for silicon oxide-coated fenofibrate. The results from contact angle measurements suggest that the silicon oxide-coated fenofibrate exhibits superior wetting behavior, as indicated by a contact angle nearing 0°. The application of ALC demonstrates an enhanced dissolution rate when compared to the uncoated active pharmaceutical ingredient (API) while leaving its equilibrium solubility unaffected. Coating the API with silicon oxide improves particle hydrophilicity and wetting properties, whereas zinc oxide coating aids in particle de-agglomeration, thereby enhancing their interaction with an aqueous medium. In vivo bioavailability studies conducted on rodents and larger animal (dog) models indicate a substantial increase in bioavailability (approximately 2 times) for the silicon oxide-coated API in comparison to the uncoated API, as determined by the area under the curve (AUC). Furthermore, the Cmax values for the silicon oxide-coated API also demonstrate a significant increase (approximately 3 times) over the uncoated API. Notably, an oral subacute toxicity study of ALC silicon-coated fenofibrate revealed no toxic effects attributable to the coating. This study underscores the potential of ALC in augmenting the bioavailability of BCS(II) drugs.
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Affiliation(s)
- Balaji Ganapathy
- Applied Materials India Pvt. Ltd., IIT-Bombay, Powai, Maharashtra, India.
| | | | - Sujit Debnath
- Applied Materials India Pvt. Ltd., IIT-Bombay, Powai, Maharashtra, India
| | - Neha Gupta
- Applied Materials India Pvt. Ltd., IIT-Bombay, Powai, Maharashtra, India
| | - Ankur Kadam
- Applied Materials India Pvt. Ltd., IIT-Bombay, Powai, Maharashtra, India
| | - Fei Wang
- Applied Materials Inc. Santa Clara, California, USA
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Di Maria S, Passannanti R, Poggialini F, Vagaggini C, Serafinelli A, Bianchi E, Governa P, Botta L, Maga G, Crespan E, Manetti F, Dreassi E, Musumeci F, Carbone A, Schenone S. Applying molecular hybridization to design a new class of pyrazolo[3,4-d]pyrimidines as Src inhibitors active in hepatocellular carcinoma. Eur J Med Chem 2024; 280:116929. [PMID: 39406114 DOI: 10.1016/j.ejmech.2024.116929] [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: 04/22/2024] [Revised: 09/10/2024] [Accepted: 09/29/2024] [Indexed: 11/25/2024]
Abstract
Hepatocellular carcinoma (HCC) is the most common type of liver solid tumor and the second leading cause of cancer-related deaths worldwide. Although new treatment options have been recently approved, the development of tumor resistance and the poor prognosis for advanced HCC make the current standard of care unsatisfying. In this scenario, the non-receptor tyrosine kinase (TK) c-Src emerged as a promising target for developing new anti-HCC agents. Our group reported a large library of pyrazolo[3,4-d]pyrimidines active as potent c-Src inhibitors. Starting from these data, we applied a molecular hybridization approach to combine the in-house pyrazolo[3,4-d]pyrimidine SI192 with the approved TK inhibitor (TKI) dasatinib, with the aim of identifying a new generation of Src inhibitors. Enzymatic results prompted us to design second-generation compounds with a better binding profile based on a hit optimization protocol comprised of molecular modeling and on-paper rational design. This investigation led to the identification of a few nanomolar Src inhibitors active toward two HCC cell lines (HepG2 and HUH-7) selected according to their high and low c-Src expression, respectively. In particular, 7e showed an IC50 value of 0.7 nM toward Src and a relevant antiproliferative efficacy on HepG2 cells after 72h (IC50 = 2.47 μM). Furthermore, 7e exhibited a cytotoxic profile better than dasatinib. The ADME profile suggested that 7e deserves further investigation as a promising TKI in cancer therapies. Finally, 7e's ability to inhibit HepG2 cell proliferation, elicit an irreversible cytotoxic effect, arrest cellular migration, and induce apoptotic-mediated cell death was assessed.
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Affiliation(s)
- Salvatore Di Maria
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Raffaele Passannanti
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Federica Poggialini
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Chiara Vagaggini
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Alessia Serafinelli
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Elena Bianchi
- Institute of Molecular Genetics (IGM), IGM-CNR, Via Abbiategrasso 207, I-27100, Pavia, Italy
| | - Paolo Governa
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Lorenzo Botta
- Lead Discovery Siena S.r.l., Via Vittorio Alfieri 31, I-53019, Castelnuovo Berardenga, Italy; Department of Ecological and Biological Sciences, University of Tuscia, Largo Dell'Universita Snc, I-01100, Viterbo, Italy
| | - Giovanni Maga
- Institute of Molecular Genetics (IGM), IGM-CNR, Via Abbiategrasso 207, I-27100, Pavia, Italy
| | - Emmanuele Crespan
- Institute of Molecular Genetics (IGM), IGM-CNR, Via Abbiategrasso 207, I-27100, Pavia, Italy
| | - Fabrizio Manetti
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy; Lead Discovery Siena S.r.l., Via Vittorio Alfieri 31, I-53019, Castelnuovo Berardenga, Italy
| | - Elena Dreassi
- Department of Biotechnology, Chemistry, and Pharmacy, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Francesca Musumeci
- Department of Pharmacy, University of Genoa, Viale Benedetto XV 3, 16132, Genoa, Italy.
| | - Anna Carbone
- Department of Pharmacy, University of Genoa, Viale Benedetto XV 3, 16132, Genoa, Italy.
| | - Silvia Schenone
- Department of Pharmacy, University of Genoa, Viale Benedetto XV 3, 16132, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genova, Largo Rosanna Benzi 10, 16132, Genoa, Italy
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11
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Remoto PJG, Gordon KC, Fraser-Miller SJ. A Quantitative Chemometric Study of Pharmaceutical Tablet Formulations Using Multi-Spectroscopic Fibre Optic Probes. Pharmaceuticals (Basel) 2024; 17:1659. [PMID: 39770501 PMCID: PMC11677398 DOI: 10.3390/ph17121659] [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: 11/05/2024] [Revised: 11/29/2024] [Accepted: 12/03/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Two fibre optic probes were custom designed to perform Raman and near-infrared spectroscopic measurements. Our long-term objective is to develop a non-destructive tool able to collect data in hard-to-access locations for real-time analysis or diagnostic purposes. This study evaluated the quantitative performances of Probe A and Probe B using model pharmaceutical tablets. Methods: Measurements were performed using pharmaceutical tablets containing hydroxyl propylcellulose, titanium dioxide (anatase), lactose monohydrate, and indomethacin (γ form). Material content and thickness of bilayer samples (samples consisting of a top layer and a bottom layer of differing materials) were also assessed using Probe A to evaluate its capabilities to collect sub-surface information. Principal component analysis and partial least squares regression models were using individual and fused data to evaluate the performances of the different probe configurations. Results: Hydroxymethyl cellulose (RP2=0.98, RMSEP = 2.27% w/w) and lactose monohydrate (RP2=0.97, RMSEP = 2.96% w/w) content were most effectively estimated by near-infrared spectroscopy data collected using Probe A. Titanium dioxide (RP2=0.99, RMSEP = 0.21% w/w) content was most effectively estimated using a combination of 785 nm Raman spectroscopy and near-infrared spectroscopy using Probe B. Indomethacin (RP2=0.97, RMSEP = 1.01% w/w) was best estimated using a low-level fused dataset collected using 0 mm, 2.5 mm, and 5.0 mm lateral offsets of 785 nm spatially offset Raman spectroscopy using Probe A. Conclusions: The different probe configurations were able to reliably collect data and demonstrated robust quantitative performances. These results highlight the advantage of using multiple techniques for analysing different structures.
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Affiliation(s)
- Peter J. G. Remoto
- The Dodd-Walls Centre for Photonic and Quantum Technologies, University of Otago, Dunedin 9016, New Zealand;
- The Department of Chemistry, University of Otago, Dunedin 9016, New Zealand
| | - Keith C. Gordon
- The Dodd-Walls Centre for Photonic and Quantum Technologies, University of Otago, Dunedin 9016, New Zealand;
- The Department of Chemistry, University of Otago, Dunedin 9016, New Zealand
| | - Sara J. Fraser-Miller
- College of Science and Engineering, Flinders University, Bedford Park, South Australia 5042, Australia
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12
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Johnsen HM, Filtvedt W, Klaveness J, Hiorth M. Nano-strategies for advancing oral drug delivery: Porous silicon particles and cyclodextrin encapsulation for enhanced dissolution of poorly soluble drugs. Int J Pharm 2024; 666:124809. [PMID: 39384028 DOI: 10.1016/j.ijpharm.2024.124809] [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: 05/14/2024] [Revised: 10/04/2024] [Accepted: 10/05/2024] [Indexed: 10/11/2024]
Abstract
Development of novel active pharmaceutical ingredients (API) for oral use often face challenges due to low bioavailability. Nanoparticle-based drug delivery systems and cyclodextrin (CD) encapsulation offer promising solutions by enhancing API solubility or dissolution rates. Porous silicon nanoparticles have shown potential to encapsulate APIs in their amorphous form within the pores, improving their dissolution rates compared to crystalline counterparts. A novel synthesis approach, circumventing the expensive and tedious synthesis from Si wafer material, has been developed using centrifugal Chemical Vapor Deposition (cCVD). Herein, various cCVD Si particles were evaluated for their ability to enhance the dissolution rate of the model drugs celecoxib (CEL), phenytoin (PHT), griseofulvin (GRI), diclofenac (DCF) and naproxen (NAP). Our findings demonstrate increased dissolution rates of all tested APIs when formulated with cCVD Si particles, compared to free API in pH 7.4 or pH 2.0. Particle characteristics were largely retained after loading, and the solid state of the loaded APIs were evaluated using Differential Scanning Calorimetry (DSC). Dissolution kinetics were influenced by the particle properties, mass loading and API characteristics. Loading of CD-CEL, -GRI and -DCF complexes into the cCVD Si particles showed a potential for further enhanced dissolution rates, representing the first reported investigation of this combination. In conclusion, the cCVD Si particles are promising for improving the dissolution rate of poorly soluble drugs, potentially due to precipitation of amorphous or metastable forms. Further enhancements were observed upon loading CD-drug complexes, thereby offering promising strategies for optimizing drug bioavailability.
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Affiliation(s)
- Hennie Marie Johnsen
- Department of Pharmacy, University of Oslo. Sem Sælands vei 3, 0371 Oslo, Norway; Nacamed AS. Oslo Science Park, Gaustadalléen 21, 0349 Oslo, Norway.
| | - Werner Filtvedt
- Nacamed AS. Oslo Science Park, Gaustadalléen 21, 0349 Oslo, Norway
| | - Jo Klaveness
- Department of Pharmacy, University of Oslo. Sem Sælands vei 3, 0371 Oslo, Norway
| | - Marianne Hiorth
- Department of Pharmacy, University of Oslo. Sem Sælands vei 3, 0371 Oslo, Norway
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13
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Zakowiecki D, Edinger P, Papaioannou M, Wagner M, Hess T, Paszkowska J, Staniszewska M, Myslitska D, Smolenski M, Dobosz J, Garbacz G, Haznar Garbacz D. Development and Evaluation of Lactose-Free Single-Unit and Multiple-Unit Preparations of a BCS Class II Drug, Rivaroxaban. Pharmaceutics 2024; 16:1485. [PMID: 39598607 PMCID: PMC11597082 DOI: 10.3390/pharmaceutics16111485] [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: 10/16/2024] [Revised: 11/17/2024] [Accepted: 11/19/2024] [Indexed: 11/29/2024] Open
Abstract
Background/Objectives: The aim of the present study was to develop lactose-free formulations of rivaroxaban, a novel oral anticoagulant used for the treatment and prevention of blood clotting. As a BCS Class II drug, rivaroxaban is characterized by poor solubility in aqueous media, posing a significant formulation challenge. Methods: To address this, phosphate-based excipients were employed to prepare both traditional single-unit dosage forms (tablets) and modern multiple-unit pellet systems (MUPS). These formulations were successfully developed and thoroughly evaluated for their physical properties and performance. Results: The resulting formulations demonstrated very good mechanical strength, including appropriate hardness and friability, alongside strong chemical stability. Their dissolution profiles met the requirements of the compendial monograph for Rivaroxaban Tablets and were comparable to those of the reference product, Xarelto® film-coated tablets. Conclusions: This study shows the potential for producing effective, stable, and patient-friendly medications that meet the needs of contemporary society, where an increasing number of individuals suffer from lactose intolerance or seek vegan-friendly alternatives.
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Affiliation(s)
- Daniel Zakowiecki
- Chemische Fabrik Budenheim KG, Rheinstrasse 27, 55257 Budenheim, Germany (T.H.)
| | - Peter Edinger
- Chemische Fabrik Budenheim KG, Rheinstrasse 27, 55257 Budenheim, Germany (T.H.)
| | - Markos Papaioannou
- Chemische Fabrik Budenheim KG, Rheinstrasse 27, 55257 Budenheim, Germany (T.H.)
| | - Michael Wagner
- Chemische Fabrik Budenheim KG, Rheinstrasse 27, 55257 Budenheim, Germany (T.H.)
| | - Tobias Hess
- Chemische Fabrik Budenheim KG, Rheinstrasse 27, 55257 Budenheim, Germany (T.H.)
| | - Jadwiga Paszkowska
- Physiolution Polska sp. z o.o., Skarbowcow 81/7, 53-025 Wroclaw, Poland (G.G.)
| | | | - Daria Myslitska
- Physiolution Polska sp. z o.o., Skarbowcow 81/7, 53-025 Wroclaw, Poland (G.G.)
| | - Michal Smolenski
- Physiolution Polska sp. z o.o., Skarbowcow 81/7, 53-025 Wroclaw, Poland (G.G.)
| | - Justyna Dobosz
- Physiolution Polska sp. z o.o., Skarbowcow 81/7, 53-025 Wroclaw, Poland (G.G.)
| | - Grzegorz Garbacz
- Physiolution Polska sp. z o.o., Skarbowcow 81/7, 53-025 Wroclaw, Poland (G.G.)
- Physiolution GmbH, Walther-Rathenau-Strasse 49a, 17489 Greifswald, Germany
| | - Dorota Haznar Garbacz
- Department of Pharmaceutics and Biopharmaceutics, Faculty of Pharmacy, Wroclaw Medical University, Borowska 211, 50-556 Wroclaw, Poland
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14
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Pintea C, Vlad RA, Antonoaea P, Rédai EM, Bîrsan M, Barabás EC, Manea A, Pușcaș IA, Ciurba A. Innovative Epicardial Bigels Containing Amiodarone Hydrochloride: Pharmacotechnical and Analytical Characterization. Pharmaceuticals (Basel) 2024; 17:1511. [PMID: 39598422 PMCID: PMC11597466 DOI: 10.3390/ph17111511] [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: 10/16/2024] [Revised: 11/04/2024] [Accepted: 11/07/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND/OBJECTIVES The search for novel ways of providing treatment also targets the development of formulations used in drug delivery. Among the important characteristics of pharmaceutical gels are their ability to penetrate membranes, their capability to offer rapid response, and their capacity to avoid the hepatic metabolization route followed by many drugs. Bigels combine the advantages of both hydrogels and oleogels, creating a biphasic system that might improve the solubility of amiodarone in water, which is otherwise poorly soluble. This study aimed to succeed in formulating stable amiodarone hydrochloride bigels (coded from ABG1-ABG6) destined for atrial application and evaluating them from a pharmacotechnical perspective. METHODS Three of the six initial formulations presented stability and underwent studies of spreadability, rheology, drug content, textural properties, and microbiological activity. A statistical analysis was performed on penetrometry and drug assay data. RESULTS The spreadability varied from 1734.07 mm2 (ABG1) to 2163.85 mm2 (ABG6), while the drug concentration ranged between 1.35 and 1.49% (w/w). The textural profile analysis highlighted superior hardness, cohesiveness, and resilience for ABG6 and higher adhesion for ABG2. Both presented pseudoplastic thixotropic behavior, while a plastic thixotropic flow was registered in the case of ABG1. CONCLUSIONS All three bigels are suitable for amiodarone incorporation; however, the influence of the type of ingredients chosen on the texture and properties of the formulations was reflected in the data gathered upon evaluation.
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Affiliation(s)
- Cezara Pintea
- Pharmaceutical Technology and Cosmetology Department, Faculty of Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
- Medicine and Pharmacy Doctoral School, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
| | - Robert-Alexandru Vlad
- Pharmaceutical Technology and Cosmetology Department, Faculty of Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
| | - Paula Antonoaea
- Pharmaceutical Technology and Cosmetology Department, Faculty of Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
| | - Emőke Margit Rédai
- Pharmaceutical Technology and Cosmetology Department, Faculty of Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
| | - Magdalena Bîrsan
- Medicine and Pharmacy Doctoral School, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
- Department of Drug Industry and Pharmaceutical Biotechnology, “Grigore T. Popa” University of Medicine and Pharmacy from Iasi, 700115 Iasi, Romania
| | - Enikő-Csilla Barabás
- Department of Laboratory Medicine, Mures, County Hospital, 540136 Targu Mures, Romania
| | - Andrei Manea
- Medicine and Pharmacy Doctoral School, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
- Department of Radiology, Mures, County Emergency Hospital, 540136 Targu Mures, Romania
| | - Iulia Alexandra Pușcaș
- Medicine and Pharmacy Doctoral School, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
- The Department of Cardiovascular Surgery, Emergency Institute for Cardiovascular Diseases and Transplantation Targu Mures, 540142 Targu Mures, Romania
| | - Adriana Ciurba
- Pharmaceutical Technology and Cosmetology Department, Faculty of Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
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15
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Kushwaha R, Palei NN. Transdermal Drug Delivery Systems: Different Generations and Dermatokinetic Assessment of Drug Concentration in Skin. Pharmaceut Med 2024; 38:407-427. [PMID: 39400929 DOI: 10.1007/s40290-024-00537-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2024] [Indexed: 10/15/2024]
Abstract
Transdermal drug delivery systems (TDDS) are a highly appealing and innovative method of administering drugs through the skin, as it enables the drugs to achieve systemic effects. A TDDS offers patient convenience, avoids first-pass hepatic metabolism, enables local targeting, and reduces the toxic effect of drug. This review details several generations of TDDS and the advancements made in their development to address the constraints associated with skin delivery systems. Transdermal delivery methods of the first generation have been consistently growing in their clinical application for administering small, lipophilic, low-dose drugs. Second-generation TDDS, utilizing chemical enhancers and iontophoresis, have led to the development of clinical products. Third-generation delivery systems employ microneedles, thermal ablation, and electroporation to specifically target the stratum corneum, which is the skin's barrier layer. Dermatokinetics is the study of the movement of drugs and formulations applied to the skin over a period of time. It provides important information regarding the rate and extent to which drugs penetrate skin layers. Several dermatokinetic techniques, including tape stripping, microdialysis, and laser scanning microscopy, have been used to study the intricate barrier properties and clearance mechanisms of the skin. This understanding is essential for developing and improving effective TDDS.
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Affiliation(s)
- Rahul Kushwaha
- Amity Institute of Pharmacy, Amity University Uttar Pradesh, Lucknow Campus, Lucknow, Uttar Pradesh, India
| | - Narahari N Palei
- Amity Institute of Pharmacy, Amity University Uttar Pradesh, Lucknow Campus, Lucknow, Uttar Pradesh, India.
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16
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Osei FB, Twum K, Manfredi B, Fatohi M, Bessem Ojong Y, Washington V, Beyeh NK. Ionic resorcinarenes as drug solubilization agents in water. RSC Adv 2024; 14:34228-34238. [PMID: 39469002 PMCID: PMC11514725 DOI: 10.1039/d4ra06682k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 10/15/2024] [Indexed: 10/30/2024] Open
Abstract
Resorcinarenes are capable of host-guest complexation with small molecules, however, they are less studied as pharmaceutical drug delivery aids. This article reports on the aqueous-solubility enhancing effect of an octa-sulfonated resorcinarene and a C-hydroxybenzyl ammonium resorcinarene chloride on three hydrophobic drugs: isoniazid, caffeine, and griseofulvin. The findings are backed by dynamic light scattering, isothermal calorimetric titration, and nuclear magnetic resonance experiments in water. Aqueous mixtures of equal volumes of drug compounds and resorcinarene solutions produced a more soluble and clearer unit than solutions of pure drug compounds in water. Light scattering experiments revealed shifts in particle sizes of pure drug compounds to the range of resorcinarene hosts. 1H NMR measurements of resorcinarene-drug mixtures confirmed interactions with shift changes ranging from -0.20 to 0.81 ppm. Binding affinities quantified through ITC experiments ranged between 0.54 and 211 mM, signifying interactions between resorcinarenes and drug compounds necessary for the solubility of the drugs. Cytotoxicity studies suggest that resorcinarenes alone, or complexed with any of the drug compounds, do not exert cytotoxicity in mammalian cells HEK-293 up to 200 μM. We herein propose a set of hydrophilic resorcinarene macrocycles as potential drug solubilizers.
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Affiliation(s)
- Frank Boateng Osei
- Oakland University, Department of Chemistry 146 Library Drive Rochester MI 48309-4479 USA
| | - Kwaku Twum
- Oakland University, Department of Chemistry 146 Library Drive Rochester MI 48309-4479 USA
| | - Barbara Manfredi
- Oakland University, Department of Biological Sciences 146 Library Drive Rochester MI 48309-4479 USA
| | - Mariana Fatohi
- Oakland University, Department of Chemistry 146 Library Drive Rochester MI 48309-4479 USA
| | - Yvonne Bessem Ojong
- Oakland University, Department of Chemistry 146 Library Drive Rochester MI 48309-4479 USA
| | - Valance Washington
- Oakland University, Department of Biological Sciences 146 Library Drive Rochester MI 48309-4479 USA
| | - Ngong Kodiah Beyeh
- Oakland University, Department of Chemistry 146 Library Drive Rochester MI 48309-4479 USA
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17
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Ali SMA, Khan J, Shahid R, Shabbir S, Ayoob MF, Imran M. Chitosan-carrageenan microbeads containing nano-encapsulated curcumin: Nano-in-micro hydrogels as alternative-therapeutics for resistant pathogens associated with chronic wounds. Int J Biol Macromol 2024; 278:134841. [PMID: 39209593 DOI: 10.1016/j.ijbiomac.2024.134841] [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: 03/03/2024] [Revised: 08/02/2024] [Accepted: 08/16/2024] [Indexed: 09/04/2024]
Abstract
Antimicrobial resistance is an issue of global relevance for the treatment of chronic wound infections. In this study, nano-in-micro hydrogels (microbeads) of chitosan and κ-carrageenan (CCMBs) containing curcumin-loaded rhamnosomes (Cur-R) were developed. The potential of Cur-R-CCMBs for improving the antibacterial activity and sustained release of curcumin was evaluated. Curcumin-loaded rhamnosomes (rhamnolipids functionalized liposomes) had a mean particle size of 116 ± 7 nm and a surface-charge of -24.5 ± 9.4 mV. The encapsulation efficiency of curcumin increased from 42.83 % ± 0.69 % in Cur-R to 95.24 % ± 3.61 % respectively after their embedding in CCMBs. SEM revealed smooth surface morphology of Cur-R-CCMBs. FTIR spectroscopy confirmed the presence of weak electrostatic and hydrophobic interactions among curcumin, rhamnosomes, and microbeads. Cur-R-CCMBs had demonstrated significant antibacterial activity against multi-drug resistant chronic wound pathogens including Staphylococcus aureus and Pseudomonas aeruginosa. Cur-R-CCMBs also exhibited significantly higher anti-oxidant (76.85 % ± 2.12 %) and anti-inflammatory activity (91.94 % ± 0.41 %) as well as hemocompatibility (4.024 % ± 0.59 %) as compared to pristine microbeads. In vivo infection model of mice revealed significant reduction in the viable bacterial count of S. aureus (∼2.5 log CFU/mL) and P. aeruginosa (∼2 log CFU/mL) for Cur-R-CCMBs after 5 days. Therefore, nano-in-micro hydrogels can improve the overall efficacy of hydrophobic antimicrobials to develop effective alternative-therapeutics against resistant-pathogens associated with chronic wound infections.
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Affiliation(s)
| | - Javeria Khan
- Department of Biosciences, COMSATS University Islamabad, Park Road, Islamabad, Pakistan
| | - Ramla Shahid
- Department of Biochemistry, Faculty of Biomedical & Life Sciences, Kohsar University Murree (KUM), Murree 47150, Pakistan
| | - Saima Shabbir
- Department of Materials Science and Engineering, Institute of Space Technology, Islamabad 44000, Pakistan
| | - Muhammad Faisal Ayoob
- National Veterinary Laboratories, Ministry of National Food Security and Research, Islamabad, Pakistan
| | - Muhammad Imran
- Department of Biosciences, COMSATS University Islamabad, Park Road, Islamabad, Pakistan.
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18
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Udabe J, Martin-Saldaña S, Tao Y, Picchio M, Beloqui A, Paredes AJ, Calderón M. Unveiling the Potential of Surface Polymerized Drug Nanocrystals in Targeted Delivery. ACS APPLIED MATERIALS & INTERFACES 2024; 16:47124-47136. [PMID: 39196288 PMCID: PMC11403545 DOI: 10.1021/acsami.4c07669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
Nanocrystals (NCs) have entirely changed the panorama of hydrophobic drug delivery, showing improved biopharmaceutical performance through multiple administration routes. NCs are potential highly loaded nanovectors due to their pure drug composition, standing out from conventional polymers and lipid nanoparticles that have limited drug-loading capacity. However, research in this area is limited. This study introduces the concept of surface modification of drug NCs through single-layer poly(ethylene glycol) (PEG) polymerization as an innovative strategy to boost targeting efficiency. The postpolymerization analysis revealed size and composition alterations, indicating successful surface engineering of NCs of the model drug curcumin of approximately 200 nm. Interestingly, mucosal tissue penetration analysis showed enhanced entry for fully coated and low cross-linked (LCS) PEG NCs, with an increase of 15 μg/cm2 compared to the control NCs. In addition, we found that polymer chemistry variations on the NCs' surface notably impacted mucin binding, with those armored with LCS PEG showing the most significant reduction in interaction with this glycoprotein. We validated this strategy in an in vitro nose-to-brain model, with all of the NCs exhibiting a promising ability to cross a tight monolayer. Furthermore, the metabolic and pro-inflammatory activity revealed clear indications that, despite surface modifications, the efficacy of curcumin remains unaffected. These findings highlight the potential of surface PEGylated NCs in targeted drug delivery. Altogether, this work sets the baseline for further exploration and optimization of surface polymerized NCs for enhanced drug delivery applications, promising more efficient treatments for specific disorders and conditions requiring active targeting.
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Affiliation(s)
- Jakes Udabe
- POLYMAT, Applied Chemistry Department, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, 20018 Donostia-San Sebastián, Spain
| | - Sergio Martin-Saldaña
- POLYMAT, Applied Chemistry Department, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, 20018 Donostia-San Sebastián, Spain
| | - Yushi Tao
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, Northern Ireland BT9 7BL, U.K
| | - Matías Picchio
- POLYMAT, Applied Chemistry Department, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, 20018 Donostia-San Sebastián, Spain
| | - Ana Beloqui
- POLYMAT, Applied Chemistry Department, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, 20018 Donostia-San Sebastián, Spain
- IKERBASQUE, Basque Foundation for Science, Plaza Euskadi 5, 48009 Bilbao, Spain
| | - Alejandro J Paredes
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, Northern Ireland BT9 7BL, U.K
| | - Marcelo Calderón
- POLYMAT, Applied Chemistry Department, Faculty of Chemistry, University of the Basque Country UPV/EHU, Paseo Manuel de Lardizabal 3, 20018 Donostia-San Sebastián, Spain
- IKERBASQUE, Basque Foundation for Science, Plaza Euskadi 5, 48009 Bilbao, Spain
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19
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Rajabi A, Idrees M, Rahman A, Iyire A, Wyatt D, Koner J, Mohammed AR. Evaluating the role of amino acids and isothermal dry particle coating in modulating buccal permeation of large molecule drug vancomycin. Sci Rep 2024; 14:19678. [PMID: 39181891 PMCID: PMC11344821 DOI: 10.1038/s41598-024-69144-6] [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: 03/26/2024] [Accepted: 08/01/2024] [Indexed: 08/27/2024] Open
Abstract
The formulation and delivery of macromolecules through the oral route pose considerable challenges due to factors such as large molecular weight, pH sensitivity, and limited formulation approaches. This challenge is compounded if the drug is poorly permeable, necessitating innovative drug delivery strategies. Vancomycin, a widely prescribed glycopeptide antibiotic, has an oral bioavailability of less than 10%, leading to predominantly intravenous administration and potential patient discomfort. This study explores the potential of the buccal route as a non-invasive, highly vascularised alternative route of administration, offering a rapid onset of action while bypassing the first-pass metabolism. In this study, vancomycin was coated with L-glutamic acid using an isothermal dry particle coater to modulate permeation through the buccal cell line, TR146. Results confirm significant impact of both amino acid concentration and dry particle coating on the rate and extent of drug permeability. With the introduction of L-glutamic acid and utilisation of the isothermal dry particle coater, vancomycin's permeation profile increased six-fold compared to the control due to the formation of drug ion-pair complex. Imaging studies showed the presence of layered micronized glutamic acid particles on the surface of dry coated vancomycin particles which confirms the role of dry coating and amino acid concentration in modulating drug permeation. Microbiology experiments in Staphylococcus aureus, minimum inhibitory concentration and biofilm disruption studies, provided confirmatory evidence of antimicrobial activity of dry coated glutamic acid-vancomycin ion pair particulate structure. This study demonstrates, for the first-time, buccal delivery of dry coated large molecule drug, vancomycin, through controlled deposition of amino acid using innovative particle coating strategy.
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Affiliation(s)
- Anthony Rajabi
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham, B4 7ET, UK
| | - Muhammed Idrees
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham, B4 7ET, UK
| | - Ayesha Rahman
- School of Healthcare, University of Leicester, Leicester, UK
- Dentistry, School of Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Affiong Iyire
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham, B4 7ET, UK
| | - David Wyatt
- Aston Particle Technologies Ltd, Birmingham, UK
| | | | - Afzal R Mohammed
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham, B4 7ET, UK.
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20
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Kongratanapasert T, Boonyarattanasoonthorn T, Supannapan K, Hongeng S, Khemawoot P. Oral Bioavailability, Tissue Distribution, Metabolism, and Excretion of Panduratin A from Boesenbergia rotunda Extract in Healthy Rats. Drug Des Devel Ther 2024; 18:2905-2917. [PMID: 39011542 PMCID: PMC11249109 DOI: 10.2147/dddt.s453847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 06/05/2024] [Indexed: 07/17/2024] Open
Abstract
Background Our previous studies in vitro and in vivo have shown anti-severe acute respiratory syndrome coronavirus 2 activity of fingerroot extract (Boesenbergia rotunda) and its phytochemical panduratin A. Aim of Study Therefore, the objective of this study was to determine the pharmacokinetic profiles of panduratin A, as a pure compound and in fingerroot extract, in rats. Materials and Methods Male rats were randomly divided into four groups. Rats underwent intravenous administration of 4.5 mg/kg panduratin A, a single oral administration of 45 mg/kg panduratin A, or a multiple oral administration of 45 mg/kg panduratin A-consisted fingerroot extract for 7 consecutive days. The concentrations of panduratin A in plasma, tissues, and excreta were measured by using LCMS with a validated method. Results The rats showed no change in health status after receiving all test preparations. The absolute oral bioavailability of panduratin A administered as pure panduratin A and fingerroot extract were approximately 9% and 6%, respectively. The peak concentrations for the single oral doses of 45 mg/kg panduratin A and fingerroot extract, were 4833 ± 659 and 3269 ± 819 µg/L, respectively. Panduratin A was mostly distributed in gastrointestinal organs, with the highest tissue-to-plasma ratio in the stomach. Approximately 20-30% of unchanged panduratin A from the administered dose was detected in feces while a negligible amount was found in urine. The major metabolites of administered panduratin A were identified in feces as oxidation and dioxidation products. Conclusion Panduratin A from fingerroot extract showed low oral bioavailability, good tissue distribution, and partially biotransformed before excretion via feces. These findings will assist in developing fingerroot extract as a phytopharmaceutical product for COVID-19 treatment.
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Affiliation(s)
- Teetat Kongratanapasert
- Chakri Naruebodindra Medical Institute, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Samutprakarn, Thailand
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | | | | | - Suradej Hongeng
- Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Phisit Khemawoot
- Chakri Naruebodindra Medical Institute, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Samutprakarn, Thailand
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21
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Pawar VU, Dessai AD, Nayak UY. Oleogels: Versatile Novel Semi-Solid System for Pharmaceuticals. AAPS PharmSciTech 2024; 25:146. [PMID: 38937416 DOI: 10.1208/s12249-024-02854-2] [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: 03/06/2024] [Accepted: 05/28/2024] [Indexed: 06/29/2024] Open
Abstract
Oleogels is a novel semi-solid system, focusing on its composition, formulation, characterization, and diverse pharmaceutical applications. Due to their stability, smoothness, and controlled release qualities, oleogels are frequently utilized in food, cosmetics, and medicinal products. Oleogels are meticulously formulated by combining oleogelators like waxes, fatty acids, ethyl cellulose, and phytosterols with edible oils, leading to a nuanced understanding of their impact on rheological characteristics. They can be characterized by methods like visual inspection, texture analysis, rheological measurements, gelation tests, and microscopy. The applications of oleogels are explored in diverse fields such as nutraceuticals, cosmetics, food, lubricants, and pharmaceutics. Oleogels have applications in topical, transdermal, and ocular drug delivery, showcasing their potential for revolutionizing drug administration. This review aims to enhance the understanding of oleogels, contributing to the evolving landscape of pharmaceutical formulations. Oleogels emerge as a versatile and promising solution, offering substantial potential for innovation in drug delivery and formulation practices.
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Affiliation(s)
- Vaishnavi U Pawar
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Akanksha D Dessai
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
| | - Usha Y Nayak
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India.
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22
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Sohn JS, Choi YE, Choi JS. Designing starch-based fenofibrate formulations using the melting method. Int J Biol Macromol 2024; 272:132903. [PMID: 38848840 DOI: 10.1016/j.ijbiomac.2024.132903] [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: 03/07/2024] [Revised: 05/30/2024] [Accepted: 06/02/2024] [Indexed: 06/09/2024]
Abstract
Fenofibrate (FNF) is used to treat hyperlipidemia. However, FNF is a poorly water-soluble drug, and the dosage of commercial products is relatively high at 160 mg in a Lipidil® tablet. Therefore, this study aimed to develop an FNF-solid dispersion (SD) that solubilizes and stabilizes FNF. The melting method that uses the low melting point of FNF was employed. The dissolution percentage of FNF in the optimal formulation (SD2) increased by 1.2-, 1.3-, and 1.3-fold at 5 min compared to that of Lipidil® and increased by 2.0-, 2.1-, and 2.0-fold compared to the pure FNF in pH 1.2 media, distilled water, and pH 6.8 buffer, which included 0.025 M sodium lauryl sulfate, respectively. The SD2 formulation showed a dissolution percentage of nearly 100 % in all dissolution media after 60 min. The physicochemical properties of the SD2 formulation exhibited slight changes in the melting point and crystallinity of FNF. Moreover, the stability of the SD2 formulation was maintained for six months. In particular, it was challenging to secure stability when starch#1500 was excluded from the SD2 formulation. In conclusion, the dissolution percentage of FNF in the SD2 formulation was improved owing to the weak binding force between FNF and the excipients, stability was secured, and favorable results are expected in future animal experiments.
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Affiliation(s)
- Jeong Sun Sohn
- Division of Interdisciplinary Studies, Chosun University, Ph.D, Associate Professor, Gwangju 61452, Republic of Korea
| | - Ye Eun Choi
- School of Medicine, St. George's University, Student, West Indies, Grenada
| | - Jin-Seok Choi
- Department of Medical Management, Chodang University, Ph.D, Assistant Professor, 380 Muan-ro, Muan-eup, Muan-gun, Jeollanam-do 58530, Republic of Korea.
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23
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Ionita-Radu F, Patoni C, Nancoff AS, Marin FS, Gaman L, Bucurica A, Socol C, Jinga M, Dutu M, Bucurica S. Berberine Effects in Pre-Fibrotic Stages of Non-Alcoholic Fatty Liver Disease-Clinical and Pre-Clinical Overview and Systematic Review of the Literature. Int J Mol Sci 2024; 25:4201. [PMID: 38673787 PMCID: PMC11050387 DOI: 10.3390/ijms25084201] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/07/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the predominant cause of chronic liver conditions, and its progression is marked by evolution to non-alcoholic steatosis, steatohepatitis, cirrhosis related to non-alcoholic steatohepatitis, and the potential occurrence of hepatocellular carcinoma. In our systematic review, we searched two databases, Medline (via Pubmed Central) and Scopus, from inception to 5 February 2024, and included 73 types of research (nine clinical studies and 64 pre-clinical studies) from 2854 published papers. Our extensive research highlights the impact of Berberine on NAFLD pathophysiology mechanisms, such as Adenosine Monophosphate-Activated Protein Kinase (AMPK), gut dysbiosis, peroxisome proliferator-activated receptor (PPAR), Sirtuins, and inflammasome. Studies involving human subjects showed a measurable reduction of liver fat in addition to improved profiles of serum lipids and hepatic enzymes. While current drugs for NAFLD treatment are either scarce or still in development or launch phases, Berberine presents a promising profile. However, improvements in its formulation are necessary to enhance the bioavailability of this natural substance.
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Affiliation(s)
- Florentina Ionita-Radu
- Department of Gastroenterology, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.I.-R.); (C.P.); (F.-S.M.); (S.B.)
- Department of Gastroenterology, Dr. Carol Davila Central Military Emergency University Hospital, 010242 Bucharest, Romania;
| | - Cristina Patoni
- Department of Gastroenterology, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.I.-R.); (C.P.); (F.-S.M.); (S.B.)
| | - Andreea Simona Nancoff
- Department of Gastroenterology, Dr. Carol Davila Central Military Emergency University Hospital, 010242 Bucharest, Romania;
| | - Flavius-Stefan Marin
- Department of Gastroenterology, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.I.-R.); (C.P.); (F.-S.M.); (S.B.)
| | - Laura Gaman
- Department of Biochemistry, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania;
| | - Ana Bucurica
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (A.B.); (C.S.)
| | - Calin Socol
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (A.B.); (C.S.)
| | - Mariana Jinga
- Department of Gastroenterology, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.I.-R.); (C.P.); (F.-S.M.); (S.B.)
- Department of Gastroenterology, Dr. Carol Davila Central Military Emergency University Hospital, 010242 Bucharest, Romania;
| | - Madalina Dutu
- Department of Anesthesiology and Intensive Care, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Anesthesiology and Intensive Care, Dr. Carol Davila Central Military Emergency University Hospital, 010242 Bucharest, Romania
| | - Sandica Bucurica
- Department of Gastroenterology, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.I.-R.); (C.P.); (F.-S.M.); (S.B.)
- Department of Gastroenterology, Dr. Carol Davila Central Military Emergency University Hospital, 010242 Bucharest, Romania;
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24
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Abdallah RM, Hasan HE, Hammad A. Predictive modeling of skin permeability for molecules: Investigating FDA-approved drug permeability with various AI algorithms. PLOS DIGITAL HEALTH 2024; 3:e0000483. [PMID: 38568888 PMCID: PMC10990209 DOI: 10.1371/journal.pdig.0000483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 03/05/2024] [Indexed: 04/05/2024]
Abstract
The transdermal route of drug administration has gained popularity for its convenience and bypassing the first-pass metabolism. Accurate skin permeability prediction is crucial for successful transdermal drug delivery (TDD). In this study, we address this critical need to enhance TDD. A dataset comprising 441 records for 140 molecules with diverse LogKp values was characterized. The descriptor calculation yielded 145 relevant descriptors. Machine learning models, including MLR, RF, XGBoost, CatBoost, LGBM, and ANN, were employed for regression analysis. Notably, LGBM, XGBoost, and gradient boosting models outperformed others, demonstrating superior predictive accuracy. Key descriptors influencing skin permeability, such as hydrophobicity, hydrogen bond donors, hydrogen bond acceptors, and topological polar surface area, were identified and visualized. Cluster analysis applied to the FDA-approved drug dataset (2326 compounds) revealed four distinct clusters with significant differences in molecular characteristics. Predicted LogKp values for these clusters offered insights into the permeability variations among FDA-approved drugs. Furthermore, an investigation into skin permeability patterns across 83 classes of FDA-approved drugs based on the ATC code showcased significant differences, providing valuable information for drug development strategies. The study underscores the importance of accurate skin permeability prediction for TDD, emphasizing the superior performance of nonlinear machine learning models. The identified key descriptors and clusters contribute to a nuanced understanding of permeability characteristics among FDA-approved drugs. These findings offer actionable insights for drug design, formulation, and prioritization of molecules with optimum properties, potentially reducing reliance on costly experimental testing. Future research directions include offering promising applications in pharmaceutical research and formulation within the burgeoning field of computer-aided drug design.
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Affiliation(s)
- Rami M. Abdallah
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, Zarqa University, Zarqa, Jordan
| | - Hisham E. Hasan
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, Zarqa University, Zarqa, Jordan
| | - Ahmad Hammad
- Department of Artificial Intelligence, Faculty of Information Technology, Middle East University, Amman, Jordan
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25
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Maddeboina K, Yada B, Kumari S, McHale C, Pal D, Durden DL. Recent advances in multitarget-directed ligands via in silico drug discovery. Drug Discov Today 2024; 29:103904. [PMID: 38280625 DOI: 10.1016/j.drudis.2024.103904] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/11/2024] [Accepted: 01/23/2024] [Indexed: 01/29/2024]
Abstract
To combat multifactorial refractory diseases, such as cancer, cardiovascular, and neurodegenerative diseases, multitarget drugs have become an emerging area of research aimed at 'synthetic lethality' (SL) relationships associated with drug-resistance mechanisms. In this review, we discuss the in silico design of dual and triple-targeted ligands, strategies by which specific 'warhead' groups are incorporated into a parent compound or scaffold with primary inhibitory activity against one target to develop one small molecule that inhibits two or three molecular targets in an effort to increase potency against multifactorial diseases. We also discuss the analytical exploration of structure-activity relationships (SARs), physicochemical properties, polypharmacology, scaffold feature extraction of US Food and Drug Administration (FDA)-approved multikinase inhibitors (MKIs), and updates regarding the clinical status of dual-targeted chemotypes.
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Affiliation(s)
- Krishnaiah Maddeboina
- Molecular Targeted Therapeutics Laboratory, Levine Cancer Institute/Atrium Health, Charlotte, NC 28204, USA; Department of Biochemistry, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA.
| | - Bharath Yada
- Molecular Targeted Therapeutics Laboratory, Levine Cancer Institute/Atrium Health, Charlotte, NC 28204, USA
| | - Shikha Kumari
- Department of Chemistry, Yale University, 225 Prospect Street, New Haven, CT 06520, USA
| | - Cody McHale
- Molecular Targeted Therapeutics Laboratory, Levine Cancer Institute/Atrium Health, Charlotte, NC 28204, USA
| | - Dhananjaya Pal
- Molecular Targeted Therapeutics Laboratory, Levine Cancer Institute/Atrium Health, Charlotte, NC 28204, USA
| | - Donald L Durden
- Molecular Targeted Therapeutics Laboratory, Levine Cancer Institute/Atrium Health, Charlotte, NC 28204, USA; Department of Biochemistry, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA.
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26
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Saldanha L, Vale N. The First Physiologically Based Pharmacokinetic (PBPK) Model for an Oral Vaccine Using Alpha-Tocopherol as an Adjuvant. Pharmaceutics 2023; 15:2313. [PMID: 37765281 PMCID: PMC10535515 DOI: 10.3390/pharmaceutics15092313] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 09/05/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023] Open
Abstract
Oral vaccines represent many advantages compared to standard vaccines. They hold a simple method of administration and manufacturing process. In addition to these, the way they can induce immune responses makes these a promising technology for the pharmaceutical industry and represents a new hope to society. Physiologically based pharmacokinetics (PBPK) has been used in support of drug development to predict the pharmacokinetics of the compound, considering the patient's physiology. Despite PBPK studies now being widely used, there are very few models in the literature that support vaccine development. Therefore, the goal of this article was to determine how PBPK could support vaccine development. The first PBPK model for an oral vaccine using alpha-tocopherol as a vaccine adjuvant was built. LogP is the parameter that influences the delivery of alpha-tocopherol into the tissues more. Having a high LogP means it accumulates in adipose tissue and is slowly metabolized. The ideal formulation to include alpha-tocopherol in an oral vaccine would incorporate nanoparticles in a capsule, and the dosage of the compound would be 150 mg in a volume of 200 mL. This article aims to determine if alpha-tocopherol, as a well-known adjuvant for intramuscular injection vaccines, could be used as an adjuvant to oral vaccines. This model was built considering the conditions and requirements needed for designing an oral vaccine. This implies making sure the antigen and adjuvants reach the main target by overcoming the challenges of the gastrointestinal tract. The main parameters that would need to be included in a formulation using alpha-tocopherol as an adjuvant were determined.
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Affiliation(s)
- Leonor Saldanha
- OncoPharma Research Group, Center for Health Technology and Services Research (CINTESIS), Rua Doutor Plácido da Costa, 4200-450 Porto, Portugal;
- CINTESIS@RISE, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
- Department of Community Medicine, Health Information and Decision (MEDCIDS), Faculty of Medicine, University of Porto, Rua Doutor Plácido da Costa, 4200-450 Porto, Portugal
| | - Nuno Vale
- OncoPharma Research Group, Center for Health Technology and Services Research (CINTESIS), Rua Doutor Plácido da Costa, 4200-450 Porto, Portugal;
- CINTESIS@RISE, Faculty of Medicine, University of Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
- Department of Community Medicine, Health Information and Decision (MEDCIDS), Faculty of Medicine, University of Porto, Rua Doutor Plácido da Costa, 4200-450 Porto, Portugal
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