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Wang J, Nägel A, Kasting GB, Nitsche JM. Are lateral lipid-phase diffusion coefficients pertinent to dermal absorption? J Control Release 2025:113773. [PMID: 40349781 DOI: 10.1016/j.jconrel.2025.113773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 04/15/2025] [Accepted: 04/22/2025] [Indexed: 05/14/2025]
Abstract
The skin's outer barrier layer, the stratum corneum (SC), is comprised of keratin-rich corneocytes, connected by proteinaceous corneodesmosomes and separated by nonpolar, lamellar lipids. The lipids are inherently anisotropic due to their lamellar organization. There is growing acceptance that this structural anisotropy carries over into transport properties including diffusive mass transport, which is consequently characterized by two diffusion coefficients, D∥lip for lateral diffusion along the lipid lamellae and D⊥lip for transverse diffusion across them. Many microscopic models of SC transport have focused on D∥lip, as it is easier to measure and intuitively important if one considers the intervening corneocytes to be impermeable "bricks." However, the latter concept crumbles under close observation, and the weight of evidence shows that the corneocyte phase of the SC is considerably more permeable to most solutes than are the intercellular lipids. Given this finding and a plausible organization of the SC lipids at corneocyte boundaries, the ratio determines the balance of transcellular versus intercellular diffusion. Based on a detailed microscopic analysis of solute diffusion within the SC, we conclude that passive transdermal permeation is affected to only a modest degree (within a factor of ∼2) by the value of D∥lip over the full range of values typically encountered. This statement applies to all but highly lipophilic solutes, i.e., to solutes with log10Koct/w≲5. The transverse diffusivity D⊥lip is a much more quantitatively influential parameter affecting macroscopically observable diffusion in the transdermal direction. Consequently, D⊥lip is the diffusivity that should be used in nondimensionalizing SC diffusion models to reduce computational burden. Furthermore, the analysis lends additional support to previous findings from several groups that transcellular diffusion is the dominant mechanism for passive transdermal permeation for all but the most lipophilic and the most hydrophilic solutes.
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Affiliation(s)
- Junxi Wang
- Modular Supercomputing and Quantum Computing, Institute of Computer Science, Goethe University, Kettenhofweg 139, 60325 Frankfurt a.M., Germany
| | - Arne Nägel
- Modular Supercomputing and Quantum Computing, Institute of Computer Science, Goethe University, Kettenhofweg 139, 60325 Frankfurt a.M., Germany
| | - Gerald B Kasting
- James L. Winkle College of Pharmacy, University of Cincinnati Academic Health Center, Cincinnati, OH 45267-0514, USA
| | - Johannes M Nitsche
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY 14260-4200, USA.
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2
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Zhang D, Deacon BN, Li W, Lian G, Chen T. A computational workflow for end-to-end simulation of percutaneous absorption. Int J Pharm 2025; 670:125084. [PMID: 39681219 DOI: 10.1016/j.ijpharm.2024.125084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 11/29/2024] [Accepted: 12/11/2024] [Indexed: 12/18/2024]
Abstract
PURPOSE Presented is the development of a workflow for end-to-end (e2e) in silico modelling of percutaneous absorption under a range of test conditions, integrating multiple calculation and analysis steps for in-silico simulation of dermal absorption. The aim is to achieve a digital twin that can be used by non-modelling experts to simulate transdermal permeation. METHODS A KNIME-based toolbox is used to create the workflow for the E2E in-silico model. The workflow first combines physicochemical property informatics (ChemAxon), molecular dynamics (MD) modelling, and quantitative structure-property relations (QSPRs) to calculate the diffusion and partition properties of permeants in heterogeneous skin layers and complex formulation vehicles. These are then set as input parameters to physiologically based pharmacokinetics (PBPK) model to simulate percutaneous absorption under complex in vitro testing or in vivo exposure conditions set by the end user. Integrated into the PBPK model is the evaporation of volatile permeants and solvents for in vitro unoccluded conditions. The workflow generates a report of the results and records the tested formulation in a database. RESULTS The workflow has been tested against several sets of published in vitro permeation test (IVPT) results of percutaneous absorption involving different formulation vehicles. The model predictions of formulation and evaporation effects on percutaneous absorption agreed well with experimental data. CONCLUSIONS By automating multiple calculation steps from permeant property, diffusion-partition skin layers and formulation vehicles, to PBPK modelling of dermal absorption, the workflow provides a user-friendly means for non-modelling experts to conduct in-silico simulations of transdermal absorption under various conditions. The workflow is robust to simulate the impact of complex formulation and exposure conditions including evaporation of volatile permeants and solvents on the delivery into the skin.
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Affiliation(s)
- Duo Zhang
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford GU2 7XH, UK
| | - Benjamin N Deacon
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford GU2 7XH, UK
| | - Weijun Li
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford GU2 7XH, UK
| | - Guoping Lian
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford GU2 7XH, UK; Unilever R&D Colworth, Unilever, Sharnbrook MK44 1LQ, UK.
| | - Tao Chen
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford GU2 7XH, UK
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3
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Rosik N, Preece JA, Fryer PJ, McRobbie I, Zhang ZJ. A review of artificial sebum formulations, their compositions, uses and physicochemical characteristics. Int J Cosmet Sci 2025; 47:168-189. [PMID: 39246274 PMCID: PMC11788007 DOI: 10.1111/ics.13022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/14/2024] [Accepted: 08/20/2024] [Indexed: 09/10/2024]
Abstract
Sebum is a complex mixture of skin lipids responsible for lubrication, moisture retention and skin protection from external factors such as bacteria and fungi. The physicochemical properties of natural sebum are not well understood and are not easily accessible. Artificial sebum is widely used for sebum-related research such as dermal bioaccessibility, fingerprint production, dermatology, removal and sebum studies. It was found that the composition of artificial sebum affects the bioaccessibility of metals and drugs as well as the growth of some strains of bacteria. Squalene present in sebum was also found to be responsible for creating yellow stains on fabrics, whereas an increased concentration of fatty acids and triglycerides can lead to higher malodour of fabrics. Moreover, sebum and artificial sebum are poorly characterized with only 20 of 81 formulations characterized by certain techniques such as differential scanning calorimetry, nuclear magnetic resonance and thin-layer chromatography. This article reviews the artificial sebum formulations reported in the open literature between 1965 and 2023. We have discussed the compositions, uses and characterization techniques of artificial sebum used in the previous work and compared their properties to those of human sebum. A total of 81 artificial sebum formulations were found across the literature with 17 new formulations identified. The artificial sebum composition varies greatly between publications and there is no consistent formulation. There is a wide range of chemicals that are used as the main components of artificial sebum. We have highlighted the effect of chemical composition and individual compounds on the overall properties of the artificial sebum reported, and recommend that there is a great potential for creating personalized cosmetics and home care products once the characteristics of sebum are better understood.
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Affiliation(s)
- Nicole Rosik
- School of Chemical EngineeringUniversity of BirminghamEdgbastonUK
| | - Jon A. Preece
- School of ChemistryUniversity of BirminghamEdgbastonUK
| | - Peter J. Fryer
- School of Chemical EngineeringUniversity of BirminghamEdgbastonUK
| | - Ian McRobbie
- Innospec Ltd, Innospec Manufacturing ParkCheshireUK
| | - Zhenyu J. Zhang
- School of Chemical EngineeringUniversity of BirminghamEdgbastonUK
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4
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Szendzielorz E, Spiewak R. Caffeine as an Active Molecule in Cosmetic Products for Hair Loss: Its Mechanisms of Action in the Context of Hair Physiology and Pathology. Molecules 2025; 30:167. [PMID: 39795223 PMCID: PMC11720832 DOI: 10.3390/molecules30010167] [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: 11/01/2024] [Revised: 12/12/2024] [Accepted: 12/31/2024] [Indexed: 01/13/2025] Open
Abstract
Caffeine has recently attracted attention as a potential remedy for hair loss. In the present review, we look into the molecule's possible mechanisms of action and pharmacodynamics. At the molecular level, it appears that the physiological effects of caffeine are mainly due to the molecule's interaction with adenosine pathways which leads to an increase in cAMP level and the stimulation of metabolic activity in the hair follicle. Moreover, caffeine also acts as an antioxidant and may prevent degenerative processes. While the intact stratum corneum seems virtually impenetrable to caffeine and a range of physical and chemical methods have been proposed to facilitate its penetration, hair follicles seem to be both a main entry route into the skin and target structures for caffeine at the same time. Caffeine readily forms bonds with water and other molecules which may influence its bioavailability and should be taken into account when engineering future hair products. The results of clinical studies published so far seem promising; however, the majority of the studies of caffeine-based hair loss products offer a very low level of evidence due to considerable flaws in study designs. Nevertheless, the metabolic activity of caffeine and its ability to enter and accumulate in the hair follicles combined with the results of available clinical trials seem to indicate that caffeine could indeed prove as an effective and safe option in the management of hair loss.
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Affiliation(s)
| | - Radoslaw Spiewak
- Department of Experimental Dermatology and Cosmetology, Jagiellonian University Medical College, ul. Medyczna 9, 30-688 Krakow, Poland;
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5
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Deacon BN, Silva S, Lian G, Evans M, Chen T. Computational Modelling of the Impact of Evaporation on In-Vitro Dermal Absorption. Pharm Res 2024; 41:1979-1990. [PMID: 39375242 PMCID: PMC11530481 DOI: 10.1007/s11095-024-03779-y] [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: 07/12/2024] [Accepted: 10/01/2024] [Indexed: 10/09/2024]
Abstract
PURPOSE Volatiles are common in personal care products and dermatological drugs. Determining the impact of evaporation of volatiles on skin permeation is crucial to evaluate and understand their delivery, bioavailability, efficacy and safety. We aim to develop an in-silico model to simulate the impact of evaporation on the dermal absorption of volatiles. METHOD The evaporation of volatile permeants was modelled using vapour pressure as the main factor. This model considers evaporation as a passive diffusion process driven by the concentration gradient between the air-vehicle interface and the ambient environment. The evaporation model was then integrated with a previously published physiologically based pharmacokinetic (PBPK) model of skin permeation and compared with published in vitro permeation test data from the Cosmetics Europe ADME Task Force. RESULTS The evaporation-PBPK model shows improved predictions when evaporation is considered. In particular, good agreement has been obtained for the distributions in the evaporative loss, and the overall percutaneous absorption. The model is further compared with published in-silico models from the Cosmetics Europe ADME Task Force where favourable results are achieved. CONCLUSION The evaporation of volatile permeants under finite dose in vitro permeation test conditions has been successfully predicted using a mechanistic model with the intrinsic volatility parameter vapour pressure. Integrating evaporation in PBPK modelling significantly improved the prediction of dermal delivery.
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Affiliation(s)
- Benjamin N Deacon
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, GU2 7XH, U.K
| | - Samadhi Silva
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, GU2 7XH, U.K
| | - Guoping Lian
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, GU2 7XH, U.K
- Unilever R&D Colworth, Unilever, Sharnbrook, MK44 1LQ, U.K
| | - Marina Evans
- Center for Computational Toxicology and Exposure, US EPA, ORD, RTP, NC, USA
| | - Tao Chen
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, GU2 7XH, U.K..
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6
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Lunter D, Klang V, Eichner A, Savic SM, Savic S, Lian G, Erdő F. Progress in Topical and Transdermal Drug Delivery Research-Focus on Nanoformulations. Pharmaceutics 2024; 16:817. [PMID: 38931938 PMCID: PMC11207871 DOI: 10.3390/pharmaceutics16060817] [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: 05/21/2024] [Revised: 06/06/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
Skin is the largest organ and a multifunctional interface between the body and its environment. It acts as a barrier against cold, heat, injuries, infections, chemicals, radiations or other exogeneous factors, and it is also known as the mirror of the soul. The skin is involved in body temperature regulation by the storage of fat and water. It is an interesting tissue in regard to the local and transdermal application of active ingredients for prevention or treatment of pathological conditions. Topical and transdermal delivery is an emerging route of drug and cosmetic administration. It is beneficial for avoiding side effects and rapid metabolism. Many pharmaceutical, technological and cosmetic innovations have been described and patented recently in the field. In this review, the main features of skin morphology and physiology are presented and are being followed by the description of classical and novel nanoparticulate dermal and transdermal drug formulations. The biophysical aspects of the penetration of drugs and cosmetics into or across the dermal barrier and their investigation in diffusion chambers, skin-on-a-chip devices, high-throughput measuring systems or with advanced analytical techniques are also shown. The current knowledge about mathematical modeling of skin penetration and the future perspectives are briefly discussed in the end, all also involving nanoparticulated systems.
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Affiliation(s)
- Dominique Lunter
- Department of Pharmaceutical Technology, Eberhard-Karls-Universität Tübingen, 72074 Tübingen, Germany;
| | - Victoria Klang
- Department of Pharmaceutical Sciences, University of Vienna, 1010 Vienna, Austria;
| | - Adina Eichner
- Department of Dermatology and Venereology, Martin Luther University Halle-Wittenberg, 06108 Halle, Germany;
- Institute of Applied Dermatopharmacy, Martin Luther University Halle-Wittenberg (IADP) e.V., 06108 Halle, Germany
| | - Sanela M. Savic
- Faculty of Technology in Leskovac, University of Niš, 16000 Leskovac, Serbia;
- R&D Sector, DCP Hemigal, 16000 Leskovac, Serbia
| | - Snezana Savic
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia;
| | - Guoping Lian
- Department of Chemical and Process Engineering, University of Surrey, Guildford GU2 7XH, UK;
- Unilever R&D Colworth, Sharnbrook, Bedford MK44 1LQ, UK
| | - Franciska Erdő
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, 1083 Budapest, Hungary
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7
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Chen Q, Yi S, Yang L, Zhu L. Penetration pathways, influencing factors and predictive models for dermal absorption of exobiotic molecules: A critical review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 927:172390. [PMID: 38608904 DOI: 10.1016/j.scitotenv.2024.172390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/08/2024] [Accepted: 04/08/2024] [Indexed: 04/14/2024]
Abstract
This review provides a comprehensive summary of the skin penetration pathways of xenobiotics, including metals, organic pollutants, and nanoparticles (NPs), with a particular focus on the methodologies employed to elucidate these penetration routes. The impacts of the physicochemical properties of exogenous substances and the properties of solvent carriers on the penetration efficiencies were discussed. Furthermore, the review outlines the steady-state and transient models for predicting the skin permeability of xenobiotics, emphasizing the models which enable realistic visualization of pharmaco-kinetic phenomena via detailed geometric representations of the skin microstructure, such as stratum corneum (SC) (bricks and mortar) and skin appendages (hair follicles and sebaceous gland units). Limitations of published research, gaps in current knowledge, and recommendations for future research are highlighted, providing insight for a better understanding of the skin penetration behavior of xenobiotics and associated health risks in practical application contexts.
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Affiliation(s)
- Qiaoying Chen
- Key Laboratory of Pollution Processes and Environmental Criteria, Ministry of Education, Tianjin Key Laboratory of Environmental Remediation and Pollution Control, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, PR China
| | - Shujun Yi
- Key Laboratory of Pollution Processes and Environmental Criteria, Ministry of Education, Tianjin Key Laboratory of Environmental Remediation and Pollution Control, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, PR China.
| | - Liping Yang
- Key Laboratory of Pollution Processes and Environmental Criteria, Ministry of Education, Tianjin Key Laboratory of Environmental Remediation and Pollution Control, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, PR China
| | - Lingyan Zhu
- Key Laboratory of Pollution Processes and Environmental Criteria, Ministry of Education, Tianjin Key Laboratory of Environmental Remediation and Pollution Control, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, PR China
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8
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Sebastia-Saez D, Lian G, Chen T. In Silico Study on the Contribution of the Follicular Route to Dermal Permeability of Small Molecules. Pharm Res 2024; 41:567-576. [PMID: 38351229 PMCID: PMC11636710 DOI: 10.1007/s11095-024-03660-y] [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: 11/24/2023] [Accepted: 01/15/2024] [Indexed: 03/13/2024]
Abstract
PURPOSE This study investigates in silico the contribution of the hair follicle to the overall dermal permeability of small molecules, as published experimental work provides inconclusive information on whether the follicular route favours the permeation of hydrophobic or hydrophilic permeants. METHOD A study is conducted varying physico-chemical parameters of permeants such as lipophilicity, molecular weight and protein binding. The simulated data is compared to published experimental data to discuss how those properties can modulate the contribution of the hair follicle to the overall dermal permeation. RESULTS The results indicate that the contribution of the follicular route to dermal permeation can range from negligible to notable depending on the combination of lipophilic/hydrophilic properties of the substance filling the follicular route and the permeant. CONCLUSION Characterisation of the substance filling the follicular route is required for analysing the experimental data of dermal permeation of small molecules, as changes between in vivo and in vitro due to handling of samples and cessation of vital functions can modify the contribution of the follicular route to overall dermal permeation, hence hindering data interpretation.
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Affiliation(s)
- Daniel Sebastia-Saez
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, UK.
| | | | - Tao Chen
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, UK
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9
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Patel M, Patel A, Desai J, Patel S. Cutaneous Pharmacokinetics of Topically Applied Novel Dermatological Formulations. AAPS PharmSciTech 2024; 25:46. [PMID: 38413430 DOI: 10.1208/s12249-024-02763-4] [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: 10/31/2023] [Accepted: 02/08/2024] [Indexed: 02/29/2024] Open
Abstract
Novel formulations are developed for dermatological applications to address a wide range of patient needs and therapeutic challenges. By pushing the limits of pharmaceutical technology, these formulations strive to provide safer, more effective, and patient-friendly solutions for dermatological concerns, ultimately improving the overall quality of dermatological care. The article explores the different types of novel dermatological formulations, including nanocarriers, transdermal patches, microsponges, and microneedles, and the techniques involved in the cutaneous pharmacokinetics of these innovative formulations. Furthermore, the significance of knowing cutaneous pharmacokinetics and the difficulties faced during pharmacokinetic assessment have been emphasized. The article examines all the methods employed for the pharmacokinetic evaluation of novel dermatological formulations. In addition to a concise overview of earlier techniques, discussions on novel methodologies, including tape stripping, in vitro permeation testing, cutaneous microdialysis, confocal Raman microscopy, and matrix-assisted laser desorption/ionization mass spectrometry have been conducted. Emerging technologies like the use of microfluidic devices for skin absorption studies and computational models for predicting drug pharmacokinetics have also been discussed. This article serves as a valuable resource for researchers, scientists, and pharmaceutical professionals determined to enhance the development and understanding of novel dermatological drug products and the complex dynamics of cutaneous pharmacokinetics.
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Affiliation(s)
- Meenakshi Patel
- Department of Pharmaceutics, School of Pharmacy, Faculty of Pharmacy, and Research & Development Cell, Parul University, Waghodia, Vadodara, 391760, Gujarat, India.
| | - Ashwini Patel
- Department of Pharmaceutics, Krishna School of Pharmacy & Research, Drs. Kiran and Pallavi Patel Global University, Vadodara, 391243, Gujarat, India
| | - Jagruti Desai
- Department of Pharmaceutics and Pharmaceutical Technology, Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology (CHARUSAT), CHARUSAT Campus, Changa, 388 421, Gujarat, India
| | - Swayamprakash Patel
- Department of Pharmaceutics and Pharmaceutical Technology, Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology (CHARUSAT), CHARUSAT Campus, Changa, 388 421, Gujarat, India
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10
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Kinvig H, Rajoli RKR, Pertinez H, Vora LK, Volpe-Zanutto F, Donnelly RF, Rannard S, Flexner C, Siccardi M, Owen A. Physiologically Based Pharmacokinetic Modelling of Cabotegravir Microarray Patches in Rats and Humans. Pharmaceutics 2023; 15:2709. [PMID: 38140050 PMCID: PMC10747499 DOI: 10.3390/pharmaceutics15122709] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/11/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023] Open
Abstract
Microarray patches (MAPs) are currently under investigation as a self-administered, pain-free alternative used to achieve long-acting (LA) drug delivery. Cabotegravir is a potent antiretroviral that has demonstrated superior results over current pre-exposure prophylaxis (PrEP) regimens. This study aimed to apply physiologically based pharmacokinetic (PBPK) modelling to describe the pharmacokinetics of the dissolving bilayer MAP platform and predict the optimal dosing strategies for a once-weekly cabotegravir MAP. A mathematical description of a MAP was implemented into a PBPK model, and empirical models were utilised for parameter estimation. The intradermal PBPK model was verified against previously published in vivo rat data for intramuscular (IM) and MAP administration, and in vivo human data for the IM administration of LA cabotegravir. The verified model was utilised for the prediction of 300 mg, 150 mg and 75 mg once-weekly MAP administration in humans. Cabotegravir plasma concentrations >4 × protein-adjusted 90% inhibitory concentration (PA-IC90) (0.664 µg/mL) and >8 × PA-IC90 (1.33 µg/mL) were set as targets. The 75 mg, 150 mg and 300 mg once-weekly cabotegravir MAP regimens were predicted to sustain plasma concentrations >4 × PA-IC90, while the 300 mg and 150 mg regimens achieved plasma concentrations >8 × PA-IC90. These data demonstrate the potential for a once-weekly cabotegravir MAP using practical patch sizes for humans and inform the further development of cabotegravir MAPs for HIV PrEP.
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Affiliation(s)
- Hannah Kinvig
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L7 3NY, UK; (H.K.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L7 3NY, UK
| | - Rajith K. R. Rajoli
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L7 3NY, UK; (H.K.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L7 3NY, UK
| | - Henry Pertinez
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L7 3NY, UK; (H.K.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L7 3NY, UK
| | - Lalitkumar K. Vora
- School of Pharmacy, Queen’s University Belfast, Medical Biology Centre, 97 Lisburn Road, Belfast BT9 7BL, UK
| | - Fabiana Volpe-Zanutto
- School of Pharmacy, Queen’s University Belfast, Medical Biology Centre, 97 Lisburn Road, Belfast BT9 7BL, UK
| | - Ryan F. Donnelly
- School of Pharmacy, Queen’s University Belfast, Medical Biology Centre, 97 Lisburn Road, Belfast BT9 7BL, UK
| | - Steve Rannard
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L7 3NY, UK
- Department of Chemistry, University of Liverpool, Liverpool L7 3NY, UK
| | - Charles Flexner
- Department of Pharmacology and Molecular Sciences, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA;
| | - Marco Siccardi
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L7 3NY, UK; (H.K.)
| | - Andrew Owen
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L7 3NY, UK; (H.K.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L7 3NY, UK
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11
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Evans MV, Moxon TE, Lian G, Deacon BN, Chen T, Adams LD, Meade A, Wambaugh JF. A regression analysis using simple descriptors for multiple dermal datasets: Going from individual membranes to the full skin. J Appl Toxicol 2023; 43:940-950. [PMID: 36609694 PMCID: PMC10367137 DOI: 10.1002/jat.4435] [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: 09/07/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/09/2023]
Abstract
In silico methods to estimate and/or quantify skin absorption of chemicals as a function of chemistry are needed to realistically predict pharmacological, occupational, and environmental exposures. The Potts-Guy equation is a well-established approach, using multi-linear regression analysis describing skin permeability (Kp) in terms of the octanol/water partition coefficient (logP) and molecular weight (MW). In this work, we obtained regression equations for different human datasets relevant to environmental and cosmetic chemicals. Since the Potts-Guy equation was published in 1992, we explored recent datasets that include different skin layers, such as dermatomed (including dermis to a defined thickness) and full skin. Our work was consistent with others who have observed that fits to the Potts-Guy equation are stronger for experiments focused on the epidermis. Permeability estimates for dermatomed skin and full skin resulted in low regression coefficients when compared to epidermis datasets. An updated regression equation uses a combination of fitted permeability values obtained with a published 2D compartmental model previously evaluated. The resulting regression equation was: logKp = -2.55 + 0.65logP - 0.0085MW, R2 = 0.91 (applicability domain for all datasets: MW ranges from 18 to >584 g/mol and -4 to >5 for logP). This approach demonstrates the advantage of combining mechanistic with structural activity relationships in a single modeling approach. This combination approach results in an improved regression fit when compared to permeability estimates obtained using the Potts-Guy approach alone. The analysis presented in this work assumes a one-compartment skin absorption route; future modeling work will consider adding multiple compartments.
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Affiliation(s)
- Marina V. Evans
- Center for Computational Toxicology and Exposure, ORD, RTP, US EPA, Durham, North Carolina, USA
| | - Thomas E. Moxon
- Unilever Safety and Environmental Assurance Centre, Bedfordshire, UK
| | | | - Benjamin N. Deacon
- Department of Chemical and Processing Engineering, UK University of Surrey, Guildford, UK
| | - Tao Chen
- Department of Chemical and Processing Engineering, UK University of Surrey, Guildford, UK
| | - Linda D. Adams
- Center for Computational Toxicology and Exposure, ORD, RTP, US EPA, Durham, North Carolina, USA
| | | | - John F. Wambaugh
- Center for Computational Toxicology and Exposure, ORD, RTP, US EPA, Durham, North Carolina, USA
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12
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Wang J, Nitsche JM, Kasting GB, Wittum G, Nägel A. Transdermal and lateral effective diffusivities for drug transport in stratum corneum from a microscopic anisotropic diffusion model. Eur J Pharm Biopharm 2023:S0939-6411(23)00032-2. [PMID: 36764498 DOI: 10.1016/j.ejpb.2023.01.025] [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: 12/22/2021] [Revised: 10/10/2022] [Accepted: 01/27/2023] [Indexed: 02/11/2023]
Abstract
This paper presents a computational model of molecular diffusion through the interfollicular stratum corneum. Specifically, it extends an earlier two-dimensional microscopic model for the permeability in two ways: (1) a microporous leakage pathway through the intercellular lipid lamellae allows slow permeation of highly hydrophilic permeants through the tissue; and (2) the model yields explicit predictions of both lateral (D‾‖sc) and transdermal (D‾⊥sc) effective (average, homogenized) diffusivities of solutes within the tissue. We present here the mathematical framework for the analysis and a comparison of the predictions with experimental data on desorption of both hydrophilic and lipophilic solutes from human stratum corneum in vitro. Diffusion in the lipid lamellae is found to make the effective diffusivity highly anisotropic, with the predicted ratio D‾‖sc/D‾⊥sc ranging from 34-39 for fully hydrated skin and 150 to more than 1000 for partially hydrated skin. The diffusivities and their ratio are in accord with both experimental data and the results of mathematical analyses performed by others.
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Affiliation(s)
- Junxi Wang
- Goethe Center for Scientific Computing, Kettenhofweg 139, Goethe University, 60325 Frankfurt a.M., Germany
| | - Johannes M Nitsche
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY 14260-4200, USA
| | - Gerald B Kasting
- James L. Winkle College of Pharmacy, University of Cincinnati Academic Health Center, Cincinnati, OH 45267-0514, USA
| | - Gabriel Wittum
- Goethe Center for Scientific Computing, Kettenhofweg 139, Goethe University, 60325 Frankfurt a.M., Germany; King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi-Arabia
| | - Arne Nägel
- Goethe Center for Scientific Computing, Kettenhofweg 139, Goethe University, 60325 Frankfurt a.M., Germany.
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13
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Sebastia-Saez D, Benaouda F, Lim CH, Lian G, Jones SA, Cui L, Chen T. In-Silico Modelling of Transdermal Delivery of Macromolecule Drugs Assisted by a Skin Stretching Hypobaric Device. Pharm Res 2023; 40:295-305. [PMID: 36348132 PMCID: PMC9911480 DOI: 10.1007/s11095-022-03423-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 10/21/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVES To develop a simulation model to explore the interplay between mechanical stretch and diffusion of large molecules into the skin under locally applied hypobaric pressure, a novel penetration enhancement method. METHODS Finite element method was used to model the skin mechanical deformation and molecular diffusion processes, with validation against in-vitro transdermal permeation experiments. Simulations and experimental data were used together to investigate the transdermal permeation of large molecules under local hypobaric pressure. RESULTS Mechanical simulations resulted in skin stretching and thinning (20%-26% hair follicle diameter increase, and 21%-27% skin thickness reduction). Concentration of dextrans in the stratum corneum was below detection limit with and without hypobaric pressure. Concentrations in viable epidermis and dermis were not affected by hypobaric pressure (approximately 2 μg [Formula: see text] cm-2). Permeation into the receptor fluid was substantially enhanced from below the detection limit at atmospheric pressure to up to 6 μg [Formula: see text] cm-2 under hypobaric pressure. The in-silico simulations compared satisfactorily with the experimental results at atmospheric conditions. Under hypobaric pressure, satisfactory comparison was attained when the diffusion coefficients of dextrans in the skin layers were increased from [Formula: see text] 10 μm2 [Formula: see text] s-1 to between 200-500 μm2 [Formula: see text] s-1. CONCLUSIONS Application of hypobaric pressure induces skin mechanical stretching and enlarges the hair follicle. This enlargement alone cannot satisfactorily explain the increased transdermal permeation into the receptor fluid under hypobaric pressure. The results from the in-silico simulations suggest that the application of hypobaric pressure increases diffusion in the skin, which leads to improved overall transdermal permeation.
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Affiliation(s)
- Daniel Sebastia-Saez
- Department of Chemical and Process Engineering, University of Surrey, Guildford, UK
| | - Faiza Benaouda
- Institute of Pharmaceutical Science, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Chui Hua Lim
- Institute of Pharmaceutical Science, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Guoping Lian
- Department of Chemical and Process Engineering, University of Surrey, Guildford, UK
- Unilever R&D Colworth, Bedford, UK
| | - Stuart A Jones
- Institute of Pharmaceutical Science, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Liang Cui
- Department of Civil and Environmental Engineering, University of Surrey, Guildford, UK
| | - Tao Chen
- Department of Chemical and Process Engineering, University of Surrey, Guildford, UK.
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14
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Bielfeldt S, Bonnier F, Byrne H, Chourpa I, Dancik Y, Lane M, Lunter D, Munnier E, Puppels G, Tfayli A, Ziemons E. Monitoring dermal penetration and permeation kinetics of topical products; the role of Raman microspectroscopy. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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15
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West RJ, Burleson S, Gulledge T, Miller JW, Chappelle AH, Krieger S, Graham C, Snyder S, Simon G, Plehiers PM. Exploring structure/property relationships to health and environmental hazards of polymeric polyisocyanate prepolymer substances-2. Dermal sensitization potential in the mouse local lymph node assay. Toxicol Ind Health 2022; 38:556-577. [PMID: 35624531 DOI: 10.1177/07482337221089587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The sensitization potencies of twenty custom-designed monomer-depleted polymeric polyisocyanate prepolymer substances and their associated toluene diisocyanate (TDI), methylene diphenyl diisocyanate (MDI), hexamethylene diisocyanate (HDI), and isophorone diisocyanate (IPDI) monomer precursors were investigated by means of the mouse Local Lymph Node Assay (LLNA). These polymeric prepolymers were designed to represent the structural features and physical-chemical properties exhibited by a broad range of commercial polymeric polyisocyanate prepolymers that are produced from the reaction of aromatic and aliphatic diisocyanate monomers with aliphatic polyether and polyester polyols. The normalization of LLNA responses to the applied (15-45-135 mM) concentrations showed that the skin sensitization potency of polymeric polyisocyanate prepolymers is at least 300 times less than that of the diisocyanate monomers from which they are derived. The sensitization potency of the prepolymers was shown to be mainly governed by their hydrophobicity (as expressed by the calculated octanol-water partition coefficient, log Kow) and surfactant properties. Neither hydrophilic (log Kow <0) nor very hydrophobic (log Kow >25) prepolymers stimulated lymphocyte proliferation beyond that of the dosing vehicle control. The findings of this investigation challenge the generally held assumption that all isocyanate (-N=C=O) bearing substances are potential skin (and respiratory) sensitizers. Further, these findings can guide the future development of isocyanate chemistries and associated polyurethane applications toward reduced exposure and health hazard potentials.
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Affiliation(s)
- Robert J West
- 550512International Isocyanate Institute, Inc, Mountain Lakes, NJ, USA
| | | | - Travis Gulledge
- Currently Burleson Research Technologies, StrideBio Inc, Durham, NC, USA
| | - Jason W Miller
- Environmental Analytics, Covestro LLC, Pittsburgh, PA, USA
| | - Anne H Chappelle
- 550512International Isocyanate Institute, Inc, Mountain Lakes, NJ, USA
| | - Shannon Krieger
- 5470Toxicology and Environmental Research and Consulting, The Dow Chemical Company, Midland, MI, USA
| | | | - Stephanie Snyder
- Environmental Analytics, Covestro LLC, Pittsburgh, PA, USA.,Product Safety and Regulatory Affairs, Covestro LLC, Pittsburgh, PA, USA
| | - Glenn Simon
- Simon Toxicology, LLC, Raleigh, NC, USA (Consultant to Vencorex US, Inc.)
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16
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Roberts MS, Cheruvu HS, Mangion SE, Alinaghi A, Benson HA, Mohammed Y, Holmes A, van der Hoek J, Pastore M, Grice JE. Topical drug delivery: History, percutaneous absorption, and product development. Adv Drug Deliv Rev 2021; 177:113929. [PMID: 34403750 DOI: 10.1016/j.addr.2021.113929] [Citation(s) in RCA: 114] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 08/05/2021] [Accepted: 08/11/2021] [Indexed: 02/07/2023]
Abstract
Topical products, widely used to manage skin conditions, have evolved from simple potions to sophisticated delivery systems. Their development has been facilitated by advances in percutaneous absorption and product design based on an increasingly mechanistic understanding of drug-product-skin interactions, associated experiments, and a quality-by-design framework. Topical drug delivery involves drug transport from a product on the skin to a local target site and then clearance by diffusion, metabolism, and the dermal circulation to the rest of the body and deeper tissues. Insights have been provided by Quantitative Structure Permeability Relationships (QSPR), molecular dynamics simulations, and dermal Physiologically Based PharmacoKinetics (PBPK). Currently, generic product equivalents of reference-listed products dominate the topical delivery market. There is an increasing regulatory interest in understanding topical product delivery behavior under 'in use' conditions and predicting in vivo response for population variations in skin barrier function and response using in silico and in vitro findings.
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17
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Microdialysis on Ex Vivo Porcine Ear Skin Can Validly Study Dermal Penetration including the Fraction of Transfollicular Penetration-Demonstrated on Caffeine Nanocrystals. NANOMATERIALS 2021; 11:nano11092387. [PMID: 34578703 PMCID: PMC8471563 DOI: 10.3390/nano11092387] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/06/2021] [Accepted: 09/09/2021] [Indexed: 12/25/2022]
Abstract
Common ex vivo methods for penetration investigations often fail to monitor transfollicular penetration appropriately. In the present investigation, the validity of dermal microdialysis on the ex vivo porcine ear skin to investigate penetration kinetics, including transfollicular penetration, was studied. In setup A, a caffeine nanocrystal formulation was compared to a non-particular caffeine gel formulation. In setup B, two caffeine nanocrystal formulations of different sizes (200 nm, 700 nm) were compared to each other. Microdialysis samples were collected for 46 h. After sampling, the skin layers were separated, homogenized, and caffeine was quantified in all samples. In setup A the area under the curve (AUC) after crystal gel formulation application was 12 times higher than after non-particular formulation application. Setup B showed an increased AUC of 42% in the microdialysis data when the 700 nm caffeine crystals were applied compared to the 200 nm crystals. The microdialysis data was supported by the separation, homogenization and extraction data. Microdialysis performed on ex vivo porcine ear skin is a novel experimental setup. It is of high interest for further investigations since it is able to also capture the impact of follicular and transfollicular penetration kinetics as no other ex vivo setup can.
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18
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Somayaji MR, Das D, Garimella HT, German CL, Przekwas AJ, Simon L. An Integrated Biophysical Model for Predicting the Clinical Pharmacokinetics of Transdermally Delivered Compounds. Eur J Pharm Sci 2021; 167:105924. [PMID: 34289340 DOI: 10.1016/j.ejps.2021.105924] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 06/01/2021] [Accepted: 06/30/2021] [Indexed: 11/19/2022]
Abstract
The delivery of therapeutic drugs through the skin is a promising alternative to oral or parenteral delivery routes because dermal drug delivery systems (D3S) offer unique advantages such as controlled drug release over sustained periods and a significant reduction in first-pass effects, thus reducing the required dosing frequency and level of patient noncompliance. Furthermore, D3S find applications in multiple therapeutic areas, including drug repurposing. This article presents an integrated biophysical model of dermal absorption for simulating the permeation and absorption of compounds delivered transdermally. The biophysical model is physiologically/biologically inspired and combines a holistic model of healthy skin with whole-body physiology-based pharmacokinetics through dermis microcirculation. The model also includes the effects of chemical penetration enhancers and hair follicles on transdermal transport. The model-predicted permeation and pharmacokinetics of select compounds were validated using in vivo data reported in the literature. We conjecture that the integrated model can be used to gather insights into the permeation and systemic absorption of transdermal formulations (including cosmetic products) released from novel depots and optimize delivery systems. Furthermore, the model can be adapted to diseased skin with parametrization and structural adjustments specific to skin diseases.
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Affiliation(s)
- Mahadevabharath R Somayaji
- Manager, Computational Medicine and Biology, CFD Research Corporation, Huntsville, AL 35806, United States.
| | - Debarun Das
- Manager, Computational Medicine and Biology, CFD Research Corporation, Huntsville, AL 35806, United States
| | - Harsha Teja Garimella
- Manager, Computational Medicine and Biology, CFD Research Corporation, Huntsville, AL 35806, United States
| | - Carrie L German
- Manager, Computational Medicine and Biology, CFD Research Corporation, Huntsville, AL 35806, United States
| | - Andrzej J Przekwas
- Manager, Computational Medicine and Biology, CFD Research Corporation, Huntsville, AL 35806, United States
| | - Laurent Simon
- Otto H. York Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, United States
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19
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Design, Preparation, and Characterization of Effective Dermal and Transdermal Lipid Nanoparticles: A Review. COSMETICS 2021. [DOI: 10.3390/cosmetics8020039] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Limited permeability through the stratum corneum (SC) is a major obstacle for numerous skin care products. One promising approach is to use lipid nanoparticles as they not only facilitate penetration across skin but also avoid the drawbacks of conventional skin formulations. This review focuses on solid lipid nanoparticles (SLNs), nanostructured lipid nanocarriers (NLCs), and nanoemulsions (NEs) developed for topical and transdermal delivery of active compounds. A special emphasis in this review is placed on composition, preparation, modifications, structure and characterization, mechanism of penetration, and recent application of these nanoparticles. The presented data demonstrate the potential of these nanoparticles for dermal and transdermal delivery.
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20
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Yu F, Tonnis K, Kasting GB, Jaworska J. Computer Simulation of Skin Permeability of Hydrophobic and Hydrophilic Chemicals - Influence of Follicular Pathway. J Pharm Sci 2020; 110:2149-2156. [PMID: 33359309 DOI: 10.1016/j.xphs.2020.12.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 12/14/2020] [Accepted: 12/17/2020] [Indexed: 12/17/2022]
Abstract
A recently published mechanistic skin permeability model (Kasting et al., 2019. J Pharm Sci 108:337-349) that included a follicular diffusion pathway has been extended to describe transient diffusion and finite dose applications. The model follows the disposition of two components, solute and solvent, so that solvent deposition processes can be explicitly represented. Experimentally-calibrated permeability characteristics of the follicular pathway leading to the permeation of highly hydrophilic permeants are further refined. Details of the refinements and a comparison with the earlier model using two large experimental datasets are presented. An example calculation shows the marked difference between the time scales for achievement of near steady-state diffusion for large hydrophilic and lipophilic compounds, with the former being more than 100-fold faster than the latter. However, the true steady state for the hydrophilic compound is not reached until much later due to the very slow filling of the corneocyte phase.
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Affiliation(s)
- Fang Yu
- College of Engineering and Applied Science, The University of Cincinnati, Cincinnati, OH, USA
| | - Kevin Tonnis
- College of Engineering and Applied Science, The University of Cincinnati, Cincinnati, OH, USA
| | - Gerald B Kasting
- The James L. Winkle College of Pharmacy, The University of Cincinnati, Cincinnati, OH, USA.
| | - Joanna Jaworska
- The Procter & Gamble Company, Data and Modeling Sciences, Brussels Innovation Center, Belgium
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21
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Coleman L, Lian G, Glavin S, Sorrell I, Chen T. In Silico Simulation of Simultaneous Percutaneous Absorption and Xenobiotic Metabolism: Model Development and a Case Study on Aromatic Amines. Pharm Res 2020; 37:241. [DOI: 10.1007/s11095-020-02967-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 10/27/2020] [Indexed: 12/27/2022]
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22
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Klein AL, Lubda M, Skov PS, Vogt A, Keck CM, Lademann J, Beckers I, von Hagen J, Patzelt A. Investigation of transfollicular caffeine penetration using microdialysis on ex vivo porcine ear skin. Eur J Pharm Biopharm 2020; 157:1-8. [PMID: 33022388 DOI: 10.1016/j.ejpb.2020.09.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 08/27/2020] [Accepted: 09/21/2020] [Indexed: 02/06/2023]
Abstract
The aim of this study was to develop an ex vivo method that allows to quantify the transfollicular penetration of topically applied substances by combining microdialysis and selective follicular closure with varnish. An experimental setup with three skin areas on ex vivo intact porcine ear skin was designed (varnish on hair follicle, varnish next to hair follicle, no varnish). On each area, 10 µl/cm2 caffeine-hydroxyethyl-cellulose-gel was applied. Samples were collected for 22 h by microdialysis. After sampling, the skin layers were separated, homogenized and caffeine was quantified by high pressure liquid chromatography (HPLC) in all samples. Potential impact of the varnish placed next to the follicle by tension on the follicle during the drying process was monitored by a microscopic setup and could be excluded. The microdialysis and homogenization study showed a significantly reduced penetration of caffeine when the hair follicles were closed. In areas with open hair follicles caffeine was detected already in the first ten minutes after application. The reported novel combination of two methods is suitable to investigate ex vivo transfollicular penetration. Possible impact of the closure material in the control area can be ruled out by adjusting the design of the control area in future studies.
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Affiliation(s)
- Anna Lena Klein
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Dermatology Venereology and Allergology, Center of Experimental and Applied Cutaneous Physiology, Charité Universitätsmedizin Berlin, Germany.
| | | | - Per Stahl Skov
- RefLab ApS, Copenhagen, Denmark; Odense Research Center for Anaphylaxis (ORCA), Department of Dermatology and Allergy Center, Odense University Hospital, Odense, Denmark
| | - Annika Vogt
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Dermatology Venereology and Allergology, Clinical Research Center for Hair and Skin Science, Charité - Universitätsmedizin Berlin, Germany
| | - Cornelia M Keck
- Department of Pharmaceutics and Biopharmaceutics, Philipps-Universität Marburg, Germany
| | - Jürgen Lademann
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Dermatology Venereology and Allergology, Center of Experimental and Applied Cutaneous Physiology, Charité Universitätsmedizin Berlin, Germany
| | | | | | - Alexa Patzelt
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Dermatology Venereology and Allergology, Center of Experimental and Applied Cutaneous Physiology, Charité Universitätsmedizin Berlin, Germany
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23
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Sebastia-Saez D, Burbidge A, Engmann J, Ramaioli M. New trends in mechanistic transdermal drug delivery modelling: Towards an accurate geometric description of the skin microstructure. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106976] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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24
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Cheruvu HS, Liu X, Grice JE, Roberts MS. Modeling percutaneous absorption for successful drug discovery and development. Expert Opin Drug Discov 2020; 15:1181-1198. [DOI: 10.1080/17460441.2020.1781085] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Hanumanth Srikanth Cheruvu
- Therapeutics Research Centre, The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, Australia
| | - Xin Liu
- Therapeutics Research Centre, The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, Australia
| | - Jeffrey E. Grice
- Therapeutics Research Centre, The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, Australia
| | - Michael S. Roberts
- Therapeutics Research Centre, The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, Australia
- University of South Australia School of Pharmacy and Medical Sciences, The Queen Elizabeth Hospital, Adelaide, Australia
- Therapeutics Research Centre, Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Adelaide, Australia
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25
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Tian T, Zhang X, Sun Y, Li X, Wang Q. Synthesis, characterization, and evaluation of novel cell-penetrating peptides based on TD-34. J Pept Sci 2019; 25:e3205. [PMID: 31612571 DOI: 10.1002/psc.3205] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 07/01/2019] [Accepted: 07/03/2019] [Indexed: 11/05/2022]
Abstract
In this study, six N-1, N-2, or N-11 derivatives of TD-34 (a cationic cyclic cell-penetrating peptide [CPP], ACSSKKSKHCG) were designed and synthesized including both linear peptides and cyclic peptides, such as DL-1 (KWSSKKSKHCG), DLCC-1 (cyclopeptide, KWSSKKSKHCG), DL-2 (KWSSKKSKHCG-NH2 ), DLCC-2 (cyclopeptide, KWSSKKSKHCG-NH2 ), DL-3 (RWSSKKSKHCG), and DLCC-3 (cyclopeptide, RWSSKKSKHCG). The cyclic peptides were synthesized by disulfide bound linkages formed by N-2 and N-10 cysteine. In vitro penetration experiment was conducted to investigate the transdermal enhancement ability of these derivatives, using triptolide (TP) as model drug. The results display that at the presence of DLCC-2, the accumulative penetration amount of TP increased 1.71-fold (P < .05) within 12 hours, displaying better transdermal enhancing ability than TD-34. Meanwhile, DL-3 and DLCC-3 slightly decreased the transdermal delivery of TP, and the presence of DL-1 and DLCC-1 shows no obvious effect. In order to clarify the factors on the transdermal ability of peptides, the solubility of TP in phosphate buffer saline (PBS) at the presence of different peptides and the mechanism of transdermal delivery of CPPs was investigated. The result shows that most of these peptides have no significant effect on the solubility of TP except DLCC-3 (the solubility of TP slightly increased). And in order to investigate transdermal absorption route of DLCC-2, polyarginine linked to rhodamine b (Rh b) derivative is used. The result proved that the transdermal route of polyarginine is via hair follicle, which may change the transdermal route of its cargo molecule (TP). Our group previously proved that polyarginine and TD-34 have similar transdermal enhancing mechanism (changing the transdermal route of their cargo molecule); it is reasonably speculated that the transdermal route of DLCC-2 is the same as polyarginine and then changes the transdermal absorption route of TP. Furthermore, such results have laid a solid foundation for further investigation of CPPs and paved a way for both designing and synthesizing of new drug delivery system for therapy molecules.
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Affiliation(s)
- Tian Tian
- Department of Pharmacy, College of Chemistry Engineering, Dalian University of Technology, Dalian, China
| | - Xiaodong Zhang
- State Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian, China
| | - Yuming Sun
- Chemical Analysis and Research Center, Dalian University of Technology, Dalian, China
| | - Xiaohui Li
- Biotechnology Medicines Laboratory School of Bioengineering, Dalian University of Technology, Dalian, China
| | - Qing Wang
- Department of Pharmacy, College of Chemistry Engineering, Dalian University of Technology, Dalian, China.,State Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian, China
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26
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Mechanistic skin penetration model by the COSMOperm method: Routes of permeation, vehicle effects and skin variations in the healthy and compromised skin. ACTA ACUST UNITED AC 2019. [DOI: 10.1016/j.comtox.2019.02.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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27
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Nanoemulsion: A Review on Mechanisms for the Transdermal Delivery of Hydrophobic and Hydrophilic Drugs. Sci Pharm 2019. [DOI: 10.3390/scipharm87030017] [Citation(s) in RCA: 117] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Nanoemulsions (NEs) are colloidal dispersions of two immiscible liquids, oil and water, in which one is dispersed in the other with the aid of a surfactant/co-surfactant mixture, either forming oil-in-water (o/w) or water-in-oil (w/o) nanodroplets systems, with droplets 20–200 nm in size. NEs are easy to prepare and upscale, and they show high variability in their components. They have proven to be very viable, non-invasive, and cost-effective nanocarriers for the enhanced transdermal delivery of a wide range of active compounds that tend to metabolize heavily or suffer from undesirable side effects when taken orally. In addition, the anti-microbial and anti-viral properties of NE components, leading to preservative-free formulations, make NE a very attractive approach for transdermal drug delivery. This review focuses on how NEs mechanistically deliver both lipophilic and hydrophilic drugs through skin layers to reach the blood stream, exerting the desired therapeutic effect. It highlights the mechanisms and strategies executed to effectively deliver drugs, both with o/w and w/o NE types, through the transdermal way. However, the mechanisms reported in the literature are highly diverse, to the extent that a definite mechanism is not conclusive.
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28
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Yang S, Li L, Lu M, Chen T, Han L, Lian G. Determination of Solute Diffusion Properties in Artificial Sebum. J Pharm Sci 2019; 108:3003-3010. [PMID: 31054887 DOI: 10.1016/j.xphs.2019.04.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 04/21/2019] [Accepted: 04/23/2019] [Indexed: 11/28/2022]
Abstract
Despite a number of studies showed that hair follicular pathway contributed significantly to transdermal delivery, there have been limited studies on the diffusion properties of chemicals in sebum. Here, the diffusion property of 17 chemical compounds across artificial sebum has been measured using diffusion cell. The diffusion flux showed 2 types of distinctive behaviors: that reached steady state and that did not. Mathematical models have been developed to fit the experimental data and derive the sebum diffusion and partition coefficients. The models considered the uneven thickness of the sebum film and the additional resistance of the unstirred aqueous boundary layer and the supporting filter. The derived sebum-water partition coefficients agreed well with the experimental data measured previously using equilibrium depletion method. The obtained diffusion coefficients in artificial sebum only depended on the molecular size. Change in pH for ionic chemicals did not affect the diffusion coefficients but influenced their diffusion flux because of the change of sebum-water partition coefficients. Generally, the measured diffusion coefficients of chemicals in artificial sebum are about one order of magnitude higher than those in the stratum corneum lipids, suggesting the hair follicle might have a non-negligible contribution to the overall permeation.
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Affiliation(s)
- Senpei Yang
- College of Engineering, China Agricultural University, P.O. Box 191, 17 Qing-Hua-Dong-Lu, Beijing 100083, China
| | - Lingyi Li
- College of Engineering, China Agricultural University, P.O. Box 191, 17 Qing-Hua-Dong-Lu, Beijing 100083, China
| | - Minsheng Lu
- College of Engineering, China Agricultural University, P.O. Box 191, 17 Qing-Hua-Dong-Lu, Beijing 100083, China
| | - Tao Chen
- Department of Chemical and Process Engineering, University of Surrey, Guildford GU27XH, UK
| | - Lujia Han
- College of Engineering, China Agricultural University, P.O. Box 191, 17 Qing-Hua-Dong-Lu, Beijing 100083, China.
| | - Guoping Lian
- Department of Chemical and Process Engineering, University of Surrey, Guildford GU27XH, UK; Unilever R&D Colworth, Colworth Park, Sharnbrook, Bedfordshire MK40 1LQ, UK.
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Pecoraro B, Tutone M, Hoffman E, Hutter V, Almerico AM, Traynor M. Predicting Skin Permeability by Means of Computational Approaches: Reliability and Caveats in Pharmaceutical Studies. J Chem Inf Model 2019; 59:1759-1771. [PMID: 30658035 DOI: 10.1021/acs.jcim.8b00934] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The skin is the main barrier between the internal body environment and the external one. The characteristics of this barrier and its properties are able to modify and affect drug delivery and chemical toxicity parameters. Therefore, it is not surprising that permeability of many different compounds has been measured through several in vitro and in vivo techniques. Moreover, many different in silico approaches have been used to identify the correlation between the structure of the permeants and their permeability, to reproduce the skin behavior, and to predict the ability of specific chemicals to permeate this barrier. A significant number of issues, like interlaboratory variability, experimental conditions, data set building rationales, and skin site of origin and hydration, still prevent us from obtaining a definitive predictive skin permeability model. This review wants to show the main advances and the principal approaches in computational methods used to predict this property, to enlighten the main issues that have arisen, and to address the challenges to develop in future research.
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Affiliation(s)
- Beatrice Pecoraro
- Department of Clinical and Pharmaceutical Sciences , University of Hertfordshire , AL10 9AB Hatfield , United Kingdom
| | - Marco Tutone
- Department of Biological Chemical and Pharmaceutical Sciences and Technologies , University of Palermo , 90123 Palermo , Italy
| | - Ewelina Hoffman
- Department of Clinical and Pharmaceutical Sciences , University of Hertfordshire , AL10 9AB Hatfield , United Kingdom
| | - Victoria Hutter
- Department of Clinical and Pharmaceutical Sciences , University of Hertfordshire , AL10 9AB Hatfield , United Kingdom
| | - Anna Maria Almerico
- Department of Biological Chemical and Pharmaceutical Sciences and Technologies , University of Palermo , 90123 Palermo , Italy
| | - Matthew Traynor
- Department of Clinical and Pharmaceutical Sciences , University of Hertfordshire , AL10 9AB Hatfield , United Kingdom
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Kasting GB, Miller MA, LaCount TD, Jaworska J. A Composite Model for the Transport of Hydrophilic and Lipophilic Compounds Across the Skin: Steady-State Behavior. J Pharm Sci 2019; 108:337-349. [DOI: 10.1016/j.xphs.2018.09.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 08/17/2018] [Accepted: 09/06/2018] [Indexed: 02/06/2023]
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31
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Tascini AS, Noro MG, Seddon JM, Chen R, Bresme F. Mechanisms of lipid extraction from skin lipid bilayers by sebum triglycerides. Phys Chem Chem Phys 2019; 21:1471-1477. [DOI: 10.1039/c8cp05706k] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Microsecond computations identify the pathways leading to the extraction of skin lipids by sebum triglycerides and the associated energetic costs.
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Affiliation(s)
| | | | | | - Rongjun Chen
- Department of Chemical Engineering
- Imperial College London
- UK
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32
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Mittapelly N, Pandey G, Tulsankar SL, Arfi S, Bhatta RS, Mishra PR. In Depth Analysis of Pressure-Sensitive Adhesive Patch-Assisted Delivery of Memantine and Donepezil Using Physiologically Based Pharmacokinetic Modeling and in Vitro/in Vivo Correlations. Mol Pharm 2018; 15:2646-2655. [PMID: 29856631 DOI: 10.1021/acs.molpharmaceut.8b00176] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The objective of this work was to evaluate the feasibility of transdermal delivery of two widely prescribed dementia drugs for the Alzheimer's disease. In this regard, the drug in adhesive patches of memantine (ME) co-loaded with donepezil (DO) was prepared using an ethylene vinyl acetate polymer and characterized for drug content, the crystallinity of drugs in the polymer matrix, and in vitro permeation. To understand the different physical and chemical processes underlying the percutaneous absorption, it is required to employ a comprehensive model that accounts for the anatomy and physiology of the skin. A transdermal physiologically based pharmacokinetic (TPBPK) model was developed and was integrated in a compartmental pharmacokinetic model to predict the plasma drug concentrations in rats. The model predictions showed a good fit with the experimental data, as evaluated by the prediction error calculated for both drugs. It was evident from the simulations that the drug diffusivity and partition coefficient in the polymer matrix are the critical parameters that affect the drug release from the vehicle and subsequently influence the in vivo pharmacokinetic profile. Moreover, a correlation function was built between the in vitro permeation data and in vivo absorption for both ME and DO. A good point-to-point in vitro/in vivo correlation (IVIVC, Level A correlation) was achieved by predicting the plasma concentrations with convolution for the entire study duration. The results of our study suggested that the implementation of mechanistic modeling along with IVIVC can be a valuable tool to evaluate the relative effects of formulation variables on the bioavailability from transdermal delivery systems.
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Affiliation(s)
- Naresh Mittapelly
- Pharmaceutics and Pharmacokinetics Division , CSIR-Central Drug Research Institute , Lucknow 226031 , India.,Academy of Scientific and Innovative Research (AcSIR) , New Delhi 201002 , India
| | - Gitu Pandey
- Pharmaceutics and Pharmacokinetics Division , CSIR-Central Drug Research Institute , Lucknow 226031 , India
| | - Sachin Laxman Tulsankar
- Pharmaceutics and Pharmacokinetics Division , CSIR-Central Drug Research Institute , Lucknow 226031 , India
| | - Sadaf Arfi
- Pharmaceutics and Pharmacokinetics Division , CSIR-Central Drug Research Institute , Lucknow 226031 , India
| | - Rabi Sankar Bhatta
- Pharmaceutics and Pharmacokinetics Division , CSIR-Central Drug Research Institute , Lucknow 226031 , India.,Academy of Scientific and Innovative Research (AcSIR) , New Delhi 201002 , India
| | - Prabhat Ranjan Mishra
- Pharmaceutics and Pharmacokinetics Division , CSIR-Central Drug Research Institute , Lucknow 226031 , India.,Academy of Scientific and Innovative Research (AcSIR) , New Delhi 201002 , India
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33
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Yu F, Kasting GB. A geometrical model for diffusion of hydrophilic compounds in human stratum corneum. Math Biosci 2018. [DOI: 10.1016/j.mbs.2018.03.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Determining the Effect of pH on the Partitioning of Neutral, Cationic and Anionic Chemicals to Artificial Sebum: New Physicochemical Insight and QSPR Model. Pharm Res 2018; 35:141. [PMID: 29761237 DOI: 10.1007/s11095-018-2411-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 04/16/2018] [Indexed: 10/16/2022]
Abstract
PURPOSE Sebum is an important shunt pathway for transdermal permeation and targeted delivery, but there have been limited studies on its permeation properties. Here we report a measurement and modelling study of solute partition to artificial sebum. METHODS Equilibrium experiments were carried out for the sebum-water partition coefficients of 23 neutral, cationic and anionic compounds at different pH. RESULTS Sebum-water partition coefficients not only depend on the hydrophobicity of the chemical but also on pH. As pH increases from 4.2 to 7.4, the partition of cationic chemicals to sebum increased rapidly. This appears to be due to increased electrostatic attraction between the cationic chemical and the fatty acids in sebum. Whereas for anionic chemicals, their sebum partition coefficients are negligibly small, which might result from their electrostatic repulsion to fatty acids. Increase in pH also resulted in a slight decrease of sebum partition of neutral chemicals. CONCLUSIONS Based on the observed pH impact on the sebum-water partition of neutral, cationic and anionic compounds, a new quantitative structure-property relationship (QSPR) model has been proposed. This mathematical model considers the hydrophobic interaction and electrostatic interaction as the main mechanisms for the partition of neutral, cationic and anionic chemicals to sebum.
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