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Pumkathin S, Hanlumyuang Y, Wattanathana W, Laomettachit T, Liangruksa M. Investigating pharmacokinetic profiles of Centella asiatica using machine learning and PBPK modelling. J Biopharm Stat 2024:1-16. [PMID: 38860461 DOI: 10.1080/10543406.2024.2358797] [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: 01/09/2024] [Accepted: 05/12/2024] [Indexed: 06/12/2024]
Abstract
Physiologically based pharmacokinetic (PBPK) modeling serves as a valuable tool for determining the distribution and disposition of substances in the body of an organism. It involves a mathematical representation of the interrelationships among crucial physiological, biochemical, and physicochemical parameters. A lack of the values of pharmacokinetic parameters can be challenging in constructing a PBPK model. Herein, we propose an artificial intelligence framework to evaluate a key pharmacokinetic parameter, the intestinal effective permeability (Peff). The publicly available Peff dataset was utilized to develop regression machine learning models. The XGBoost model demonstrates the best test accuracy of R-squared (R2, coefficient of determination) of 0.68. The model is then applied to compute the Peff of asiaticoside and madecassoside, the parent compounds found in Centella asiatica. Subsequently, PBPK modeling was conducted to evaluate the biodistribution of the herbal substances following oral administration in a rat model. The simulation results were evaluated and validated, which agreed with the existing in vivo studies in rats. This in silico pipeline presents a potential approach for investigating the pharmacokinetic parameters and profiles of drugs or herbal substances, which can be used independently or integrated into other modeling systems.
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Affiliation(s)
- Siriwan Pumkathin
- Department of Sustainable Energy and Resources Engineering, Faculty of Engineering, Kasetsart University, Bangkok, Thailand
| | - Yuranan Hanlumyuang
- Department of Materials Engineering, Faculty of Engineering, Kasetsart University, Bangkok, Thailand
| | - Worawat Wattanathana
- Department of Materials Engineering, Faculty of Engineering, Kasetsart University, Bangkok, Thailand
| | - Teeraphan Laomettachit
- Theoretical and Computational Physics Group, Center of Excellence in Theoretical and Computational Science (TaCS-CoE), King Mongkut's University of Technology Thonburi (KMUTT), Bangkok, Thailand
- Bioinformatics and Systems Biology Program, School of Bioresources and Technology, King Mongkut's University of Technology Thonburi, Bangkok, Thailand
| | - Monrudee Liangruksa
- National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani, Thailand
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2
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Tzanova MM, Larsen BS, Birolo R, Cignolini S, Tho I, Chierotti MR, Perissutti B, Scaglione S, Stein PC, Hiorth M, Di Cagno MP. Shifting the Focus from Dissolution to Permeation: Introducing the Meso-fluidic Chip for Permeability Assessment (MCPA). J Pharm Sci 2024; 113:1319-1329. [PMID: 38104888 DOI: 10.1016/j.xphs.2023.12.012] [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: 09/08/2023] [Revised: 12/12/2023] [Accepted: 12/12/2023] [Indexed: 12/19/2023]
Abstract
In response to the growing ethical and environmental concerns associated with animal testing, numerous in vitro tools of varying complexity and biorelevance have been developed and adopted in pharmaceutical research and development. In this work, we present one of these tools, i.e., the Meso-fluidic Chip for Permeability Assessment (MCPA), for the first time. The MCPA combines an artificial barrier (PermeaPad®) with an organ-on-chip device (MIVO®) and real-time automated concentration measurements, to yield a sustainable, yet effortless method for permeation testing. The system offers three major physiological aspects, i.e., a biomimetic membrane, an optimal membrane interfacial area-to-donor-volume-ratio (A/V) and a physiological flow on the acceptor/basolateral side, which makes the MPCA an ideal candidate for mechanistic studies and excellent in vivo bioavailability predictions. We validated the method with a handful of assorted drug compounds in unstirred and stirred donor conditions, before exploring its applicability as a tool for dissolution/permeation testing on a BCS class III/I drug (pyrazinamide) crystalline adducts and BCS class II/IV (hydrocortisone) amorphous solid dispersions. The results were highly reproducible and clearly displayed the method's potential for evaluating the performance of enabling formulations, and possibly even predicting in vivo performance. We believe that, upon further development, the MCPA will serve as a useful in vitro tool that could push sustainability into pharmaceutics by refining, reducing and replacing animal testing in early-stage drug development.
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Affiliation(s)
- Martina M Tzanova
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Oslo, Sem Saelands vei 3, 0371 Oslo, Norway
| | - Bjarke Strøm Larsen
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Oslo, Sem Saelands vei 3, 0371 Oslo, Norway
| | - Rebecca Birolo
- Department of Chemistry and NIS centre, University of Torino, Via P. Giuria 7, 10125 Torino, Italy
| | - Sara Cignolini
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Via Alfonso Valerio, 6/1, 34127 Trieste, Italy
| | - Ingunn Tho
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Oslo, Sem Saelands vei 3, 0371 Oslo, Norway
| | - Michele R Chierotti
- Department of Chemistry and NIS centre, University of Torino, Via P. Giuria 7, 10125 Torino, Italy
| | - Beatrice Perissutti
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Via Alfonso Valerio, 6/1, 34127 Trieste, Italy
| | - Silvia Scaglione
- National Research Council (CNR) and React4life S.p.A., Genoa, Italy
| | - Paul C Stein
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, 5230 Odense, Denmark
| | - Marianne Hiorth
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Oslo, Sem Saelands vei 3, 0371 Oslo, Norway
| | - Massimiliano Pio Di Cagno
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Oslo, Sem Saelands vei 3, 0371 Oslo, Norway.
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3
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Dahley C, Böckmann T, Ebert A, Goss KU. Predicting the intrinsic membrane permeability of Caco-2/MDCK cells by the solubility-diffusion model. Eur J Pharm Sci 2024; 195:106720. [PMID: 38311258 DOI: 10.1016/j.ejps.2024.106720] [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: 11/20/2023] [Revised: 01/17/2024] [Accepted: 02/01/2024] [Indexed: 02/09/2024]
Abstract
Membrane permeability is one of the main determinants for the absorption, distribution, metabolism and excretion of compounds and is therefore of crucial importance for successful drug development. Experiments with artificial phospholipid membranes have shown that the intrinsic membrane permeability (P0) of compounds is well-predicted by the solubility-diffusion model (SDM). However, using the solubility-diffusion model to predict the P0 of biological Caco-2 and MDCK cell membranes has proven unreliable so far. Recent publications revealed that many published P0 extracted from Caco-2 and MDCK experiments are incorrect. In this work, we therefore used a small self-generated set as well as a large revised set of experimental Caco-2 and MDCK data from literature to compare experimental and predicted P0. The P0 extracted from Caco-2 and MDCK experiments were systematically lower than the P0 predicted by the solubility-diffusion model. However, using the following correlation: log P0,Caco-2/MDCK = 0.84 log P0,SDM - 1.85, P0 of biological Caco-2 and MDCK cell membranes was well-predicted by the solubility-diffusion model.
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Affiliation(s)
- Carolin Dahley
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Germany
| | - Tim Böckmann
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Germany
| | - Andrea Ebert
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Germany.
| | - Kai-Uwe Goss
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Germany; Institute of Chemistry, University of Halle-Wittenberg, Kurt-Mothes-Straße 2, Halle 06120, Germany
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4
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Mortensen JS, Bohr SSR, Krog LS, Bøtker JP, Kapousidou V, Saaby L, Hatzakis NS, Mørck Nielsen H, Nguyen DN, Rønholt S. Neonatal intestinal mucus barrier changes in response to maturity, inflammation, and sodium decanoate supplementation. Sci Rep 2024; 14:7665. [PMID: 38561398 PMCID: PMC10985073 DOI: 10.1038/s41598-024-58356-5] [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: 12/20/2023] [Accepted: 03/28/2024] [Indexed: 04/04/2024] Open
Abstract
The integrity of the intestinal mucus barrier is crucial for human health, as it serves as the body's first line of defense against pathogens. However, postnatal development of the mucus barrier and interactions between maturity and its ability to adapt to external challenges in neonatal infants remain unclear. In this study, we unveil a distinct developmental trajectory of the mucus barrier in preterm piglets, leading to enhanced mucus microstructure and reduced mucus diffusivity compared to term piglets. Notably, we found that necrotizing enterocolitis (NEC) is associated with increased mucus diffusivity of our large pathogen model compound, establishing a direct link between the NEC condition and the mucus barrier. Furthermore, we observed that addition of sodium decanoate had varying effects on mucus diffusivity depending on maturity and health state of the piglets. These findings demonstrate that regulatory mechanisms governing the neonatal mucosal barrier are highly complex and are influenced by age, maturity, and health conditions. Therefore, our results highlight the need for specific therapeutic strategies tailored to each neonatal period to ensure optimal gut health.
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Affiliation(s)
- Janni Støvring Mortensen
- Center for Biopharmaceuticals and Biobarriers in Drug Delivery (BioDelivery), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Søren S-R Bohr
- Center for Biopharmaceuticals and Biobarriers in Drug Delivery (BioDelivery), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
- Department of Chemistry and Nanoscience Center, Faculty of Science, University of Copenhagen, Universitetsparken 5, 2100, Copenhagen, Denmark
| | - Lasse Skjoldborg Krog
- Center for Biopharmaceuticals and Biobarriers in Drug Delivery (BioDelivery), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Johan Peter Bøtker
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Vaya Kapousidou
- Department of Chemistry and Nanoscience Center, Faculty of Science, University of Copenhagen, Universitetsparken 5, 2100, Copenhagen, Denmark
| | - Lasse Saaby
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
- Bioneer A/S, Kogle Allé 2, 2970, Hørsholm, Denmark
| | - Nikos S Hatzakis
- Department of Chemistry and Nanoscience Center, Faculty of Science, University of Copenhagen, Universitetsparken 5, 2100, Copenhagen, Denmark
- NovoNordisk Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Hanne Mørck Nielsen
- Center for Biopharmaceuticals and Biobarriers in Drug Delivery (BioDelivery), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Duc Ninh Nguyen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Dyrlægevej 68, 1870, Frederiksberg C, Denmark.
| | - Stine Rønholt
- Center for Biopharmaceuticals and Biobarriers in Drug Delivery (BioDelivery), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark.
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5
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Djuris J, Cvijic S, Djekic L. Model-Informed Drug Development: In Silico Assessment of Drug Bioperformance following Oral and Percutaneous Administration. Pharmaceuticals (Basel) 2024; 17:177. [PMID: 38399392 PMCID: PMC10892858 DOI: 10.3390/ph17020177] [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: 11/03/2023] [Revised: 12/23/2023] [Accepted: 12/29/2023] [Indexed: 02/25/2024] Open
Abstract
The pharmaceutical industry has faced significant changes in recent years, primarily influenced by regulatory standards, market competition, and the need to accelerate drug development. Model-informed drug development (MIDD) leverages quantitative computational models to facilitate decision-making processes. This approach sheds light on the complex interplay between the influence of a drug's performance and the resulting clinical outcomes. This comprehensive review aims to explain the mechanisms that control the dissolution and/or release of drugs and their subsequent permeation through biological membranes. Furthermore, the importance of simulating these processes through a variety of in silico models is emphasized. Advanced compartmental absorption models provide an analytical framework to understand the kinetics of transit, dissolution, and absorption associated with orally administered drugs. In contrast, for topical and transdermal drug delivery systems, the prediction of drug permeation is predominantly based on quantitative structure-permeation relationships and molecular dynamics simulations. This review describes a variety of modeling strategies, ranging from mechanistic to empirical equations, and highlights the growing importance of state-of-the-art tools such as artificial intelligence, as well as advanced imaging and spectroscopic techniques.
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Affiliation(s)
- Jelena Djuris
- Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia; (S.C.); (L.D.)
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6
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Hevia A, Ruas-Madiedo P, Faria MA, Petit V, Alves B, Alvito P, Arranz E, Bastiaan-Net S, Corredig M, Dijk W, Dupont D, Giblin L, Graf BA, Kondrashina A, Ramos H, Ruiz L, Santos-Hernández M, Soriano-Romaní L, Tomás-Cobos L, Vivanco-Maroto SM, Recio I, Miralles B. A Shared Perspective on in Vitro and in Vivo Models to Assay Intestinal Transepithelial Transport of Food Compounds. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:19265-19276. [PMID: 38035628 PMCID: PMC10723066 DOI: 10.1021/acs.jafc.3c05479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 09/29/2023] [Accepted: 11/07/2023] [Indexed: 12/02/2023]
Abstract
Assessing nutrient bioavailability is complex, as the process involves multiple digestion steps, several cellular environments, and regulatory-metabolic mechanisms. Several in vitro models of different physiological relevance are used to study nutrient absorption, providing significant challenges in data evaluation. However, such in vitro models are needed for mechanistic studies as well as to screen for biological functionality of the food structures designed. This collaborative work aims to put into perspective the wide-range of models to assay the permeability of food compounds considering the particular nature of the different molecules, and, where possible, in vivo data are provided for comparison.
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Affiliation(s)
- Arancha Hevia
- Dairy
Research Institute of Asturias (IPLA-CSIC), Paseo Río Linares, sn. Villaviciosa 33300, Asturias. Spain
| | - Patricia Ruas-Madiedo
- Dairy
Research Institute of Asturias (IPLA-CSIC), Paseo Río Linares, sn. Villaviciosa 33300, Asturias. Spain
| | - Miguel Angelo Faria
- LAQV/REQUIMTE,
Laboratório de Bromatologia e Hidrologia, Departamento de Ciências
Químicas, Faculdade de Farmácia, Universidade do Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal
| | - Valérie Petit
- Nestlé
Research, Société des Produits
Nestlé SA, 1000 Lausanne, Switzerland
| | - Bruna Alves
- Faculty
of Sciences, University of Lisboa, Campo Grande, 1749-016 Lisboa Portugal
| | - Paula Alvito
- Food
and Nutrition Department, National Institute
of Health Dr. Ricardo Jorge, 1649-016 Lisbon, Portugal
- CESAM - Centre
for Environmental and Marine Studies, University
of Aveiro, 3810-193 Aveiro, Portugal
| | - Elena Arranz
- Department
of Nutrition and Food Science, Faculty of Pharmacy, Complutense University of Madrid (UCM), E-28040 Madrid, Spain
| | - Shanna Bastiaan-Net
- Wageningen
Food & Biobased Research, Wageningen
University & Research, 6708 WG Wageningen, The Netherlands
| | - Milena Corredig
- Department
of Food Science, Aarhus University, Agro Food Park 48, 8200 Aarhus, Denmark
| | | | - Didier Dupont
- INRAE Agrocampus Ouest, STLO, F-35042 Rennes, France
| | - Linda Giblin
- Teagasc Food Research Centre, Moorepark, Fermoy, P61
C996 County Cork, Ireland
| | - Brigitte Anna Graf
- Department
of Health Professions, Faculty of Health and Education, Manchester Metropolitan University, M15 6BH Manchester, U.K.
| | - Alina Kondrashina
- H&H
Group, H&H Research, Global Research
and Technology Centre, P61
K202 Cork, County Cork, Ireland
| | - Helena Ramos
- LAQV/REQUIMTE,
Laboratório de Bromatologia e Hidrologia, Departamento de Ciências
Químicas, Faculdade de Farmácia, Universidade do Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal
| | - Lorena Ruiz
- Dairy
Research Institute of Asturias (IPLA-CSIC), Paseo Río Linares, sn. Villaviciosa 33300, Asturias. Spain
| | - Marta Santos-Hernández
- Wellcome
Trust - MRC Institute of Metabolic Science, Metabolic Research laboratories, Addenbrooke’s Hospital, Hills Road, CB2 0QQ Cambridge, U.K.
| | - Laura Soriano-Romaní
- AINIA
in Vitro Preclinical Studies Area, Parque
Tecnológico de Valencia. c/Benjamín Franklin, 5-11, E46980 Paterna, Spain
| | - Lidia Tomás-Cobos
- AINIA
in Vitro Preclinical Studies Area, Parque
Tecnológico de Valencia. c/Benjamín Franklin, 5-11, E46980 Paterna, Spain
| | | | - Isidra Recio
- Institute of Food
Science Research CIAL (CSIC-UAM), C/Nicolás Cabrera 9, 28049 Madrid, Spain
| | - Beatriz Miralles
- Institute of Food
Science Research CIAL (CSIC-UAM), C/Nicolás Cabrera 9, 28049 Madrid, Spain
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Vinarov Z. Voices in Molecular Pharmaceutics: Meet Dr. Zahari Vinarov, Who Unites Physical Chemistry and Pharmacy to Tackle Fundamental and Industrial Biopharmaceutical Challenges. Mol Pharm 2023; 20:5949-5951. [PMID: 37753848 DOI: 10.1021/acs.molpharmaceut.3c00820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2023]
Affiliation(s)
- Zahari Vinarov
- Sofia University, Faculty of Chemistry and Pharmacy, Department of Chemical and Pharmaceutical Engineering, 1 James Bourchier Blvd., 1164 Sofia, Bulgaria
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8
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Chen G, Zhu Y, Wang Q, Bai Y, Ma S, Wang J, Zhao M, Zou M, Cheng G. The development of a novel simultaneous in vitro dissolution - in situ perfusion system as a potential tool for studying the absorption of solid oral formulation in rat. Eur J Pharm Sci 2023; 191:106601. [PMID: 37783379 DOI: 10.1016/j.ejps.2023.106601] [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: 05/10/2023] [Revised: 09/03/2023] [Accepted: 09/29/2023] [Indexed: 10/04/2023]
Abstract
The aim of this work is to develop a novel simultaneous in vitro dissolution - in situ perfusion system (SDPS) as a potential tool to evaluate the in vivo performance of solid oral formulation in rat. The innovative nitrendipine (NTD) tablet of Bayotensin mite® made in Germany was used as reference listed drug (RLD), and five generic products from Chinese market were compared with RLD using the in vitro dissolution test method specified by the orange book and the SDPS method developed in this study. Four self-prepared NTD tablets with different proportions of microcrystalline cellulose/starch were employed to investigate the discriminatory ability of the SDPS for formulation. In addition, the predictivity of the SDPS in relation to data from in vivo pharmaceutics studies was evaluated. The 45-min dissolution test and multiple-pH dissolution profiles of generic product 1 and 2 have no difference compared with the RLD, but their dissolution profiles from the SDPS showed statistically significant differences. A biexponential formula successfully described the concentration profiles of self-prepared formulations in SDPS experiments. The kdis (0.08 ± 0.01 ∼ 0.2 ± 0.03 min-1) and ka (about 2.30 × 10-3 min-1) values calculated by the formulas of F1-F3 suggested that the used excipients had no effect on the intestinal absorption of NTD, and it might be the property of active pharmaceutical ingredient that led to the difference among the generics. Furthermore, the in vivo rat pharmacokinetics study results of F1-F3 showed a good correlation (R2 = 0.99) with the SDPS data. In summary, the SDPS is a promising tool to detect the unexpected quality changes of pharmaceutical products in weakly regulated markets, facilitate formulation screening, and potentially reduce animal testing for estimating the in vivo absorption behavior of solid oral formulations. The absorption performance of generic drugs in vivo should be further investigated.
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Affiliation(s)
- Guo Chen
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Yumeng Zhu
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Qiaoqiao Wang
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Yifeng Bai
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Siyuan Ma
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Jingfeng Wang
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Minqian Zhao
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Meijuan Zou
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China
| | - Gang Cheng
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No.103, Wenhua Road, Shenyang 110016, China.
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9
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Feng H, Liu C, Liu Q, Wang J, Zeng Y, Sun Y, Zhang M, Zhang H, Liu Z, Zhao J, Liu H. Study on the transport and internalisation mechanism of dietary supplement nattokinase in the small intestine using animal and Caco-2 cell monolayer models. Xenobiotica 2023; 53:670-680. [PMID: 37971898 DOI: 10.1080/00498254.2023.2284249] [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: 09/05/2023] [Accepted: 11/13/2023] [Indexed: 11/19/2023]
Abstract
Maintaining proper blood flow is critical to promoting good health. Nattokinase is a serine protease from Bacillus subtilis that has significant in vitro thrombolytic activity, but its mechanism as a dietary supplement to prevent thrombosis through intestinal absorption and transport is still unclear.The purpose of this study is to study the transport and internalisation mechanism of NK in the small intestine using animal models and Caco-2 cell monolayer models.This study first evaluated the preventive effect of supplementing low dose (4000 FU (Fibrin Unit)/kg, n = 6), medium dose (8000 FU/kg, n = 6), and high dose (12000 FU/kg, n = 6) of nattokinase on carrageenan induced thrombosis in mice. Subsequently, we used the rat gut sac model, ligated intestinal loop model, and Caco-2 cell uptake model to study the intestinal transport mechanism of NK.Results indicate that NK is a moderately absorbed biomolecule whose transport through enterocytes is energy- and time-dependent. Chlorpromazine, nystatin and EIPA all inhibited the endocytosis of NK to varying degrees, indicating that the endocytosis of NK in Caco-2 cells involves macropinocytosis, clathrin-mediated and caveolae-mediated pathway. These findings offer a theoretical basis for investigating the mechanism of oral NK supplementation in greater depth.
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Affiliation(s)
- Huawei Feng
- School of Pharmaceutical Sciences, Liaoning University, Shenyang, China
- Key Laboratory of Computational Simulation and Information Processing of Biomacromolecules of Liaoning Province, Shenyang, China
- Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, China
- Key Laboratory for Computer Simulating and Information Processing of Bio-Macromolecules of Shenyang, Shenyang, China
| | - Chang Liu
- School of Pharmaceutical Sciences, Liaoning University, Shenyang, China
| | - Qingqing Liu
- School of Pharmaceutical Sciences, Liaoning University, Shenyang, China
| | - Jie Wang
- School of Pharmaceutical Sciences, Liaoning University, Shenyang, China
| | - Yingyue Zeng
- Key Laboratory of Computational Simulation and Information Processing of Biomacromolecules of Liaoning Province, Shenyang, China
- Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, China
- Key Laboratory for Computer Simulating and Information Processing of Bio-Macromolecules of Shenyang, Shenyang, China
- School of Life Science, Liaoning University, Shenyang, China
| | - Yue Sun
- School of Pharmaceutical Sciences, Liaoning University, Shenyang, China
| | - Man Zhang
- School of Life Science, Liaoning University, Shenyang, China
| | - Hui Zhang
- School of Life Science, Liaoning University, Shenyang, China
| | - Zhikui Liu
- Liaoning Huikang Testing and Evaluation Technology Co., Shenyang, China
| | - Jian Zhao
- Key Laboratory for Computer Simulating and Information Processing of Bio-Macromolecules of Shenyang, Shenyang, China
- School of Life Science, Liaoning University, Shenyang, China
| | - Hongsheng Liu
- School of Pharmaceutical Sciences, Liaoning University, Shenyang, China
- Key Laboratory of Computational Simulation and Information Processing of Biomacromolecules of Liaoning Province, Shenyang, China
- Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, China
- Key Laboratory for Computer Simulating and Information Processing of Bio-Macromolecules of Shenyang, Shenyang, China
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10
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Ma’ali A, Naseef H, Qurt M, Abukhalil AD, Rabba AK, Sabri I. The Preparation and Evaluation of Cyanocobalamin Mucoadhesive Sublingual Tablets. Pharmaceuticals (Basel) 2023; 16:1412. [PMID: 37895883 PMCID: PMC10610133 DOI: 10.3390/ph16101412] [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: 08/19/2023] [Revised: 09/28/2023] [Accepted: 09/29/2023] [Indexed: 10/29/2023] Open
Abstract
Cobalamin (vitamin B12), an essential vitamin with low oral bioavailability, plays a vital role in cellular functions. This research aimed to enhance the absorption of vitamin B12 using sublingual mucoadhesive tablets by increasing the residence time of the drug at the administration site. This research involved the preparation of different 50 mg placebo formulas using different methods. Formulas with disintegration times less than one minute and appropriate physical characteristics were incorporated into 1 mg of cyanocobalamin (S1-S20) using the direct compression method. The tablets obtained were evaluated ex vivo for residence time, and only those remaining for >15 min were included. The final formulas (S5, S8, S11, and S20) were evaluated in several ways, including pre- and post-compression, drug content, mucoadhesive strength, dissolution, and Permeapad® permeation test employed in the Franz diffusion cell. After conducting the evaluation, formula S11 (Eudragit L100-55) emerged as the most favorable formulation. It exhibited a mucoadhesive residence time of 118.2 ± 2.89 min, required a detachment force of 26 ± 1 g, maintained a drug content of 99.124 ± 0.001699%, and achieved a 76.85% drug release over 22 h, fitting well with the Peppas-Sahlin kinetic model (R2: 0.9949). This suggests that the drug release process encompasses the Fickian and non-Fickian kinetic mechanisms. Furthermore, Eudragit L100-55 demonstrated the highest permeability, boasting a flux value of 6.387 ± 1.860 µg/h/cm2; over 6 h. These findings indicate that including this polymer in the formulation leads to an improved residence time, which positively impacts bioavailability.
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Affiliation(s)
| | - Hani Naseef
- Pharmacy Department, Faculty of Pharmacy, Nursing and Health Professions, Birzeit University, Ramallah P.O. Box 14, Palestine; (A.M.); (M.Q.); (A.D.A.); (A.K.R.); (I.S.)
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11
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Archana M, Rubini D, Dharshini KP, Hari BNV, Jayasankari S, Ramyadevi D, Gonciarz W, Domańska A, Brzeziński M, Nithyanand P. Development of an anti-infective urinary catheter composed of polyvinyl alcohol/sodium alginate/methylcellulose/polyethylene glycol by using a pressure-assisted 3D-printing technique. Int J Biol Macromol 2023; 249:126029. [PMID: 37524285 DOI: 10.1016/j.ijbiomac.2023.126029] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 06/10/2023] [Accepted: 07/25/2023] [Indexed: 08/02/2023]
Abstract
Catheter-associated urinary tract infections (CAUTI) are a common complication associated with catheterization, leading to urosepsis, bacteriuria, and septicaemia. The present work focuses on 3D printing a urinary catheter with anti-infective properties using various concentrations of polyvinyl alcohol (PVA, e.g., 6-8 %), sodium alginate (NaAlg, e.g. 1-4 %), methylcellulose (MC, 5 %), polyethylene glycol (PEG, 5 %) impregnated with secnidazole, an antibiotic acting against Gram-negative bacteria. To produce suitable polymer ink for Pressure Assisted Microsyringe (PAM) 3D printing, the cross-linked between NaAlg and calcium chloride is necessary to prepare the catheter. The optimised catheter was found to have an outer diameter of 5 mm, an inner diameter of 3.5 mm, and a length of the catheter of 50 mm. The analysis by various methods confirms the successful incorporation of secnidazole in the 3D-printed catheter. A drug-loaded/coated catheter showed an initial drug release of 79 % following a sustained release to reach 100 % within 5 h. Weibull model fits well with the drug release data. The release models suggest the Quasi-Fickian diffusion mechanism from the system. Moreover, the secnidazole 3D printed catheter disrupted biofilms and suppressed all the Quorum sensing mediated virulence factors of two important keystone pathogens causing urinary tract infections.
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Affiliation(s)
- Menon Archana
- Pharmaceutical Technology Laboratory, School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India
| | - Durairajan Rubini
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India
| | - Krishnan Priya Dharshini
- Pharmaceutical Technology Laboratory, School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India
| | - Bodethala Narayanan Vedha Hari
- Pharmaceutical Technology Laboratory, School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India; Centre of Molecular and Macromolecular Studies in Łódź, Polish Academy of Sciences, Sienkiewicza 112, 90-363 Lodz, Poland.
| | - Senthilganesh Jayasankari
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India
| | - Durai Ramyadevi
- Pharmaceutical Technology Laboratory, School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India
| | - Weronika Gonciarz
- Department of Immunology and Infectious Biology, Institute of Microbiology, Biotechnology and Immunology, Faculty of Biology and Environmental Protection, University of Lodz, Banacha 12/16, 90-237 Lodz, Poland
| | - Agnieszka Domańska
- Department of Immunology and Infectious Biology, Institute of Microbiology, Biotechnology and Immunology, Faculty of Biology and Environmental Protection, University of Lodz, Banacha 12/16, 90-237 Lodz, Poland
| | - Marek Brzeziński
- Centre of Molecular and Macromolecular Studies in Łódź, Polish Academy of Sciences, Sienkiewicza 112, 90-363 Lodz, Poland.
| | - Paramasivam Nithyanand
- Biofilm Biology Laboratory, Centre for Research on Infectious Diseases (CRID), School of Chemical & Biotechnology, SASTRA Deemed University, Thanjavur, 613 401, Tamil Nadu, India.
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Nunes PD, Pinto JF, Bauer-Brandl A, Brandl M, Henriques J, Paiva AM. In vitro dissolution/permeation tools for amorphous solid dispersions bioavailability forecasting I: Experimental design for PermeaLoop™. Eur J Pharm Sci 2023; 188:106512. [PMID: 37423576 DOI: 10.1016/j.ejps.2023.106512] [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: 12/23/2022] [Revised: 06/11/2023] [Accepted: 06/29/2023] [Indexed: 07/11/2023]
Abstract
Along with the increasing demand for candidate-enabling formulations comes the need for appropriate in vitro bioavailability forecasting. Dissolution/permeation (D/P) systems employing cell-free permeation barriers are increasingly gaining interest, due to their low cost and easy application as passive diffusion bio-predictive profiling in drug product development, as this accounts for nearly 75% of new chemical entities (NCEs) absorption mechanism. To this end, this study comprises theoretical considerations on the design and experimental work towards the establishment and optimization of a PermeaLoop™ based dissolution/permeation assay to simultaneously evaluate the drug release and permeation using Itraconazole (ITZ)-based amorphous solid dispersions (ASD) formulations, with different drug loads, based on a solvent-shift approach. Alternative method conditions were tested such as: donor medium, acceptor medium and permeation barrier were screened using both PermeaPad® and PermeaPlain® 96-well plates. A range of solubilizers, namely Sodium Dodecyl Sulfate, Vitamin E-TPGS and hydroxypropyl-β-cyclodextrin, were screened as possible solubilizing additives to the acceptor medium, while donor medium was varied between blank FaSSIF (phosphate buffer) and FaSSIF. The method optimization also included the ITZ dose selection, being the ITZ single dose (100 mg) considered the most adequate to be used in further experiments to allow the comparison with in vivo studies. In the end, a standardized approach that may be applied to predict the bioavailability of weakly basic poorly soluble drug-based formulations is described, contributing to strengthening the analytical portfolio of in vitro pre-clinical drug product development.
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Affiliation(s)
- Patrícia D Nunes
- R&D Analytical Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal; R&D Oral Drug Product Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal; Research Institute for Medicines (iMed.Ulisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal
| | - João F Pinto
- Research Institute for Medicines (iMed.Ulisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal.
| | - Annette Bauer-Brandl
- Drug Transport and Delivery Group, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Odense DK, 5230, Denmark
| | - Martin Brandl
- Drug Transport and Delivery Group, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Odense DK, 5230, Denmark.
| | - João Henriques
- R&D Oral Drug Product Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal
| | - Ana Mafalda Paiva
- R&D Analytical Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal
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Nunes PD, Ferreira AF, Pinto JF, Bauer-Brandl A, Brandl M, Henriques J, Paiva AM. In vitro dissolution/permeation tools for amorphous solid dispersions bioavailability forecasting II: Comparison and mechanistic insights. Eur J Pharm Sci 2023; 188:106513. [PMID: 37423577 DOI: 10.1016/j.ejps.2023.106513] [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: 12/23/2022] [Revised: 06/11/2023] [Accepted: 06/29/2023] [Indexed: 07/11/2023]
Abstract
Along with the increasing demand for complex formulations comes the need for appropriate in vitro methodologies capable of predicting their corresponding in vivo performance and the mechanisms controlling the drug release which can impact on in vivo drug absorption. In vitro dissolution-permeation (D/P) methodologies that can account for the effects of enabling formulations on the permeability of drugs are increasingly being used in performance ranking during early development stages. This work comprised the application of two different cell-free in vitro D/P setups: BioFLUX™ and PermeaLoop™ to evaluate the dissolution-permeation interplay upon drug release from itraconazole (ITZ)- HPMCAS amorphous solid dispersions (ASDs) of different drug loads. A solvent-shift approach was employed, from a simulated gastric environment to a simulated intestinal environment in the donor compartment. PermeaLoop™ was then combined with microdialysis sampling to separate the dissolved (free) drug from other species present in solution, like micelle-bound drug and drug-rich colloids, in real time. This setup was applied to clarify the mechanisms for drug release and permeation from these ASDs. In parallel, a pharmacokinetic study (dog model) was conducted to assess the drug absorption from these ASDs and to compare the in vivo results with the data obtained from each in vitro D/P setup, allowing to infer which would be the most adequate setup for ASD ranking. Even though both D/P systems resulted in the same qualitative ranking, BioFLUX™ overpredicted the difference between the in vivo AUC of two ASDs, whereas PermeaLoop™ permeation flux resulted in a good correlation with the AUC observed in pharmacokinetic studies (dog model) (R2 ≈ 0.98). Also, PermeaLoop™ combined with a microdialysis sampling probe clarified the mechanisms for drug release and permeation from these ASDs. It demonstrated that the free drug was the only driving force for permeation, while the drug-rich colloids kept permeation active for longer periods by acting as drug reservoirs and maintaining constant high levels of free drug in solution, which are then immediately able to permeate. Hence, the data obtained points BioFLUX™ and PermeaLoop™ applications to different momentums in the drug product development pipeline: while BioFLUX™, an automated standardized method, poses as a valuable tool for initial ASD ranking during the early development stages, PermeaLoop™ combined with microdialysis sampling allows to gain mechanistic understanding of the dissolution-permeation interplay, being crucial to fine tune and identify leading ASD candidates prior to in vivo testing.
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Affiliation(s)
- Patrícia D Nunes
- R&D Analytical Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal; R&D Oral Drug Product Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal; Research Institute for Medicines (iMed.Ulisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal
| | - Ana Filipa Ferreira
- R&D Analytical Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal
| | - João F Pinto
- Research Institute for Medicines (iMed.Ulisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal.
| | - Annette Bauer-Brandl
- Drug Transport and Delivery Group, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Odense DK-5230, Denmark
| | - Martin Brandl
- Drug Transport and Delivery Group, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Odense DK-5230, Denmark.
| | - João Henriques
- R&D Oral Drug Product Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal
| | - Ana Mafalda Paiva
- R&D Analytical Development, Hovione Farmaciência S.A., Campus do Lumiar, Building S, 1649-038 Lisboa, Portugal
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Jamshidnejad-Tosaramandani T, Kashanian S, Karimi I, Schiöth HB. Synthesis of an insulin-loaded mucoadhesive nanoparticle designed for intranasal administration: focus on new diffusion media. Front Pharmacol 2023; 14:1227423. [PMID: 37701036 PMCID: PMC10494546 DOI: 10.3389/fphar.2023.1227423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 07/18/2023] [Indexed: 09/14/2023] Open
Abstract
Intranasal administration is a drug delivery approach to provide a non-invasive pharmacological response in the central nervous system with relatively small peripheral side effects. To improve the residence time of intranasal drug delivery systems in the nasal mucosa, mucoadhesive polymers (e.g., chitosan) can be used. Here, insulin-loaded chitosan nanoparticles were synthesized and their physiochemical properties were evaluated based on requirements of intranasal administration. The nanoparticles were spherical (a hydrodynamic diameter of 165.3 nm, polydispersity index of 0.24, and zeta potential of +21.6 mV) that granted mucoadhesion without any noticeable toxicity to the nasal tissue. We applied a new approach using the Krebs-Henseleit buffer solution along with simulated nasal fluid in a Franz's diffusion cell to study this intranasal drug delivery system. We used the Krebs-Henseleit buffer because of its ability to supply glucose to the cells which serves as a novel ex vivo diffusion medium to maintain the viability of the tissue during the experiment. Based on diffusion rate and histopathological endpoints, the Krebs-Henseleit buffer solution can be a substituent solution to the commonly used simulated nasal fluid for such drug delivery systems.
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Affiliation(s)
- Tahereh Jamshidnejad-Tosaramandani
- Nanobiotechnology Department, Faculty of Innovative Science and Technology, Razi University, Kermanshah, Iran
- Laboratory for Computational Physiology, Department of Biology, Faculty of Science, Razi University, Kermanshah, Iran
- Department of Surgical Sciences, Division of Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
| | - Soheila Kashanian
- Nanobiotechnology Department, Faculty of Innovative Science and Technology, Razi University, Kermanshah, Iran
- Sensor and Biosensor Research Center (SBRC), Faculty of Chemistry, Razi University, Kermanshah, Iran
| | - Isaac Karimi
- Laboratory for Computational Physiology, Department of Biology, Faculty of Science, Razi University, Kermanshah, Iran
| | - Helgi B. Schiöth
- Department of Surgical Sciences, Division of Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
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Cuffaro D, Pinto D, Silva AM, Bertolini A, Bertini S, Saba A, Macchia M, Rodrigues F, Digiacomo M. Insights into the Antioxidant/Antiradical Effects and In Vitro Intestinal Permeation of Oleocanthal and Its Metabolites Tyrosol and Oleocanthalic Acid. Molecules 2023; 28:5150. [PMID: 37446813 PMCID: PMC10343523 DOI: 10.3390/molecules28135150] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 06/23/2023] [Accepted: 06/28/2023] [Indexed: 07/15/2023] Open
Abstract
(1) Background: In recent years, numerous studies have highlighted the beneficial effects of extra virgin olive oil (EVOO) as an active ingredient against chronic diseases. The properties of EVOO are due to its peculiar composition, mainly to its rich content of polyphenols. In fact, polyphenols may contribute to counteract oxidative stress, which often accompanies chronic diseases. In this work, the antioxidant effects of high-value polyphenol oleocanthal (OC) and its main metabolites, tyrosol (Tyr) and oleocanthalic acid (OA), respectively, have been investigated along with their impact on cell viability. (2) Methods: OC, Tyr, and OA have been evaluated regarding antiradical properties in term of scavenging capacity towards biologically relevant reactive species, including O2●-, HOCl, and ROO●, as well as their antioxidant/antiradical capacity (FRAP, DPPH●, ABTS●+). Moreover, the ability to permeate the intestinal membrane was assessed by an intestinal co-culture model composed by Caco-2 and HT29-MTX cell lines. (3) Results: The capacity of OC and Tyr as radical oxygen species (ROS) scavengers, particularly regarding HOCl and O2●-, was clearly demonstrated. Furthermore, the ability to permeate the intestinal co-culture model was plainly proved by the good permeations (>50%) achieved by all compounds. (4) Conclusions: OC, OA, and Tyr revealed promising properties against oxidative diseases.
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Affiliation(s)
- Doretta Cuffaro
- Department of Pharmacy, University of Pisa, 56126 Pisa, Italy; (D.C.); (S.B.); (M.M.)
- Interdepartmental Research Center “Nutraceuticals and Food for Health”, University of Pisa, 56100 Pisa, Italy
| | - Diana Pinto
- REQUIMTE/LAQV, ISEP, Polytechnic Institute of Porto, Rua Dr. António Bernardino de Almeida, 4249-015 Porto, Portugal; (D.P.); (A.M.S.)
| | - Ana Margarida Silva
- REQUIMTE/LAQV, ISEP, Polytechnic Institute of Porto, Rua Dr. António Bernardino de Almeida, 4249-015 Porto, Portugal; (D.P.); (A.M.S.)
| | - Andrea Bertolini
- Department of Surgery, Medical, Molecular and Critical Area Pathology, University of Pisa, 56126 Pisa, Italy; (A.B.); (A.S.)
| | - Simone Bertini
- Department of Pharmacy, University of Pisa, 56126 Pisa, Italy; (D.C.); (S.B.); (M.M.)
| | - Alessandro Saba
- Department of Surgery, Medical, Molecular and Critical Area Pathology, University of Pisa, 56126 Pisa, Italy; (A.B.); (A.S.)
| | - Marco Macchia
- Department of Pharmacy, University of Pisa, 56126 Pisa, Italy; (D.C.); (S.B.); (M.M.)
- Interdepartmental Research Center “Nutraceuticals and Food for Health”, University of Pisa, 56100 Pisa, Italy
| | - Francisca Rodrigues
- REQUIMTE/LAQV, ISEP, Polytechnic Institute of Porto, Rua Dr. António Bernardino de Almeida, 4249-015 Porto, Portugal; (D.P.); (A.M.S.)
| | - Maria Digiacomo
- Department of Pharmacy, University of Pisa, 56126 Pisa, Italy; (D.C.); (S.B.); (M.M.)
- Interdepartmental Research Center “Nutraceuticals and Food for Health”, University of Pisa, 56100 Pisa, Italy
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Dima C, Assadpour E, Nechifor A, Dima S, Li Y, Jafari SM. Oral bioavailability of bioactive compounds; modulating factors, in vitro analysis methods, and enhancing strategies. Crit Rev Food Sci Nutr 2023:1-39. [PMID: 37096550 DOI: 10.1080/10408398.2023.2199861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
Abstract
Foods are complex biosystems made up of a wide variety of compounds. Some of them, such as nutrients and bioactive compounds (bioactives), contribute to supporting body functions and bring important health benefits; others, such as food additives, are involved in processing techniques and contribute to improving sensory attributes and ensuring food safety. Also, there are antinutrients in foods that affect food bioefficiency and contaminants that increase the risk of toxicity. The bioefficiency of food is evaluated with bioavailability which represents the amount of nutrients or bioactives from the consumed food reaching the organs and tissues where they exert their biological activity. Oral bioavailability is the result of some physicochemical and biological processes in which food is involved such as liberation, absorption, distribution, metabolism, and elimination (LADME). In this paper, a general presentation of the factors influencing oral bioavailability of nutrients and bioactives as well as the in vitro techniques for evaluating bioaccessibility and is provided. In this context, a critical analysis of the effects of physiological factors related to the characteristics of the gastrointestinal tract (GIT) on oral bioavailability is discussed, such as pH, chemical composition, volumes of gastrointestinal (GI) fluids, transit time, enzymatic activity, mechanical processes, and so on, and the pharmacokinetics factors including BAC and solubility of bioactives, their transport across the cell membrane, their biodistribution and metabolism. The impact of matrix and food processing on the BAC of bioactives is also explained. The researchers' recent concerns for improving oral bioavailability of nutrients and food bioactives using both traditional techniques, for example, thermal treatments, mechanical processes, soaking, germination and fermentation, as well as food nanotechnologies, such as loading of bioactives in different colloidal delivery systems (CDSs), is also highlighted.
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Affiliation(s)
- Cristian Dima
- Faculty of Food Science and Engineering, "Dunarea de Jos" University of Galati, Galati, Romania
| | - Elham Assadpour
- Food Industry Research Co, Gorgan, Iran
- Food and Bio-Nanotech International Research Center (Fabiano), Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran
| | - Alexandru Nechifor
- Faculty of Medicine and Pharmacy - Medical Clinical Department, Dunarea de Jos" University of Galati, Galati, Romania
| | - Stefan Dima
- Faculty of Science and Environment, "Dunarea de Jos" University of Galati, Galati, Romania
| | - Yan Li
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Seid Mahdi Jafari
- Department of Food Materials and Process Design Engineering, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran
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Vinarov Z, Butler J, Kesisoglou F, Koziolek M, Augustijns P. Assessment of food effects during clinical development. Int J Pharm 2023; 635:122758. [PMID: 36801481 DOI: 10.1016/j.ijpharm.2023.122758] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 01/27/2023] [Accepted: 02/17/2023] [Indexed: 02/21/2023]
Abstract
Food-drug interactions frequently hamper oral drug development due to various physicochemical, physiological and formulation-dependent mechanisms. This has stimulated the development of a range of promising biopharmaceutical assessment tools which, however, lack standardized settings and protocols. Hence, this manuscript aims to provide an overview of the general approach and the methodology used in food effect assessment and prediction. For in vitro dissolution-based predictions, the expected food effect mechanism should be carefully considered when selecting the level of complexity of the model, together with its drawbacks and advantages. Typically, in vitro dissolution profiles are then incorporated into physiologically based pharmacokinetic models, which can estimate the impact of food-drug interactions on bioavailability within 2-fold prediction error, at least. Positive food effects related to drug solubilization in the GI tract are easier to predict than negative food effects. Preclinical animal models also provide a good level of food effect prediction, with beagle dogs remaining the gold standard. When solubility-related food-drug interactions have large clinical impact, advanced formulation approaches can be used to improve fasted state pharmacokinetics, hence decreasing the fasted/fed difference in oral bioavailability. Finally, the knowledge from all studies should be combined to secure regulatory approval of the labelling instructions.
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Affiliation(s)
- Zahari Vinarov
- Department of Chemical and Pharmaceutical Engineering, Sofia University, Sofia, Bulgaria; Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - James Butler
- Medicine Development and Supply, GlaxoSmithKline Research and Development, Ware, United Kingdom
| | | | - Mirko Koziolek
- AbbVie Deutschland GmbH & Co. KG, Small Molecule CMC Development, Ludwigshafen, Germany
| | - Patrick Augustijns
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium.
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18
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Effects of prophylactic antibiotics administration on barrier properties of intestinal mucosa and mucus from preterm born piglets. Drug Deliv Transl Res 2023; 13:1456-1469. [PMID: 36884193 DOI: 10.1007/s13346-023-01309-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2023] [Indexed: 03/09/2023]
Abstract
Early intervention and short-duration treatments with antibiotics in premature infants are reported to reduce the incidence of necrotizing enterocolitis (NEC), a terrible disease with severe inflammation and impaired intestinal barrier properties. Yet, it is unclear how antibiotics exposure, as well as route of administration used for dosing, can minimize the risk of NEC. With this study, we aimed to investigate if and how administration of antibiotics may affect the barrier properties of intestinal mucosa and mucus. We compared how parenteral (PAR) and a combination of enteral and parenteral (ENT+PAR) ampicillin and gentamicin given to preterm born piglets within 48 h after birth affected both barrier and physical properties of ex vivo small intestinal mucosa and mucus. Permeation of the markers mannitol, metoprolol, and fluorescein-isothiocyanate dextran of 4 kDa (FD4) and 70 kDa (FD70) through the mucosa and mucus was evaluated. For all markers, permeation through the mucosa and mucus collected from PAR piglets tended to be reduced when compared to that observed using untreated piglets. In contrast, permeation through the mucosa and mucus collected from ENT+PAR piglets tended to be similar to that observed for untreated piglets. Additionally, rheological measurements on the mucus from PAR piglets and ENT+PAR piglets displayed a decreased G' and G'/G" ratio and decreased viscosity at 0.4 s-1 as well as lower stress stability compared to the mucus from untreated piglets.
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Adhikari A, Seo PR, Polli JE. Dissolution-Hollow Fiber Membrane (D-HFM) System to Anticipate Biopharmaceutics Risk of Tablets and Capsules. J Pharm Sci 2023; 112:751-759. [PMID: 36202250 DOI: 10.1016/j.xphs.2022.09.030] [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: 07/20/2022] [Revised: 09/29/2022] [Accepted: 09/29/2022] [Indexed: 02/18/2023]
Abstract
A dissolution-hollow fiber membrane (D-HFM) system with relatively high area/volume ratio was previously characterized and showed favorably high percent drug absorption. Also, it's in vitro permeation constant (Kp.Ç.) was close to in vivo human permeation constant (kp). The objective of the current study was to predict the in vivo human absorption profile and biopharmaceutic performance of five drug products using the D-HFM system. Four immediate-release (IR) and one extended-release (ER) solid oral dosage form were subjected to the D-HFM system. Tablets and capsule dissolution were also measured using USP apparatus II. Drug solutions were also subjected to D-HFM testing. Predicted and observed absorption profiles in D-HFM system showed close agreement for each solid oral dosage form. Levy-Polli plots from D-HFM system successfully predicted the four IR products to be low biopharmaceutic risk due to permeation rate limited or mixed dissolution/permeation rate limited absorption, and successfully predicted metoprolol ER product to be high biopharmaceutic risk due to dissolution rate limited absorption. These observations showed potential of the in vitro D-HFM system to be utilized in biopharmaceutics risk assessment of in vivo tablet and capsule performance.
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Affiliation(s)
- Asmita Adhikari
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, Baltimore, MD, 21201, USA
| | - Paul R Seo
- Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD, 20993, USA
| | - James E Polli
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, Baltimore, MD, 21201, USA.
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Abou-Taleb HA, Shoman ME, Makram TS, Abdel-Aleem JA, Abdelkader H. Exploration of the Safety and Solubilization, Dissolution, Analgesic Effects of Common Basic Excipients on the NSAID Drug Ketoprofen. Pharmaceutics 2023; 15:pharmaceutics15020713. [PMID: 36840035 PMCID: PMC9964971 DOI: 10.3390/pharmaceutics15020713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/16/2023] [Accepted: 02/17/2023] [Indexed: 02/23/2023] Open
Abstract
Since its introduction to the market in the 1970s, ketoprofen has been widely used due to its high efficacy in moderate pain management. However, its poor solubility and ulcer side effects have diminished its popularity. This study prepared forms of ketoprofen modified with three basic excipients: tris, L-lysine, and L-arginine, and investigated their ability to improve water solubility and reduce ulcerogenic potential. The complexation/salt formation of ketoprofen and the basic excipients was prepared using physical mixing and coprecipitation methods. The prepared mixtures were studied for solubility, docking, dissolution, differential scanning calorimetry (DSC), Fourier transform infrared spectroscopy (FTIR), in vivo evaluation for efficacy (the writhing test), and safety (ulcerogenic liability). Phase solubility diagrams were constructed, and a linear solubility (AL type) curve was obtained with tris. Docking studies suggested a possible salt formation with L-arginine using Hirshfeld surface analysis. The order of enhancement of solubility and dissolution rates was as follows: L-arginine > L-lysine > tris. In vivo analgesic evaluation indicated a significant enhancement of the onset of action of analgesic activities for the three basic excipients. However, safety and gastric protection indicated that both ketoprofen arginine and ketoprofen lysine salts were more favorable than ketoprofen tris.
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Affiliation(s)
- Heba A. Abou-Taleb
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Merit University (MUE), Sohag 82755, Egypt
| | - Mai E. Shoman
- Department of Medicinal Chemistry, Faculty of Pharmacy, Minia University, Minia 61519, Egypt
| | - Tarek Saad Makram
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, October 6 University, October 6 12585, Egypt
| | - Jelan A. Abdel-Aleem
- Department of Industrial Pharmacy, Faculty of Pharmacy, Assiut University, Assiut 71526, Egypt
| | - Hamdy Abdelkader
- Department of Pharmaceutics, College of Pharmacy, King Khalid University, Abha 61441, Saudi Arabia
- Correspondence:
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21
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Jacobsen AC, Visentin S, Butnarasu C, Stein PC, di Cagno MP. Commercially Available Cell-Free Permeability Tests for Industrial Drug Development: Increased Sustainability through Reduction of In Vivo Studies. Pharmaceutics 2023; 15:pharmaceutics15020592. [PMID: 36839914 PMCID: PMC9964961 DOI: 10.3390/pharmaceutics15020592] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/23/2023] [Accepted: 02/02/2023] [Indexed: 02/12/2023] Open
Abstract
Replacing in vivo with in vitro studies can increase sustainability in the development of medicines. This principle has already been applied in the biowaiver approach based on the biopharmaceutical classification system, BCS. A biowaiver is a regulatory process in which a drug is approved based on evidence of in vitro equivalence, i.e., a dissolution test, rather than on in vivo bioequivalence. Currently biowaivers can only be granted for highly water-soluble drugs, i.e., BCS class I/III drugs. When evaluating poorly soluble drugs, i.e., BCS class II/IV drugs, in vitro dissolution testing has proved to be inadequate for predicting in vivo drug performance due to the lack of permeability interpretation. The aim of this review was to provide solid proofs that at least two commercially available cell-free in vitro assays, namely, the parallel artificial membrane permeability assay, PAMPA, and the PermeaPad® assay, PermeaPad, in different formats and set-ups, have the potential to reduce and replace in vivo testing to some extent, thus increasing sustainability in drug development. Based on the literature review presented here, we suggest that these assays should be implemented as alternatives to (1) more energy-intense in vitro methods, e.g., refining/replacing cell-based permeability assays, and (2) in vivo studies, e.g., reducing the number of pharmacokinetic studies conducted on animals and humans. For this to happen, a new and modern legislative framework for drug approval is required.
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Affiliation(s)
- Ann-Christin Jacobsen
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, 5230 Odense, Denmark
| | - Sonja Visentin
- Department of Molecular Biotechnology and Health Sciences, University of Turin, 10124 Turin, Italy
| | - Cosmin Butnarasu
- Department of Molecular Biotechnology and Health Sciences, University of Turin, 10124 Turin, Italy
| | - Paul C. Stein
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, 5230 Odense, Denmark
| | - Massimiliano Pio di Cagno
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Oslo, Sem Sælands Vei 3, 0371 Oslo, Norway
- Correspondence:
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22
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Fast-Fed Variability: Insights into Drug Delivery, Molecular Manifestations, and Regulatory Aspects. Pharmaceutics 2022; 14:pharmaceutics14091807. [PMID: 36145555 PMCID: PMC9505616 DOI: 10.3390/pharmaceutics14091807] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/24/2022] [Accepted: 08/25/2022] [Indexed: 12/26/2022] Open
Abstract
Among various drug administration routes, oral drug delivery is preferred and is considered patient-friendly; hence, most of the marketed drugs are available as conventional tablets or capsules. In such cases, the administration of drugs with or without food has tremendous importance on the bioavailability of the drugs. The presence of food may increase (positive effect) or decrease (negative effect) the bioavailability of the drug. Such a positive or negative effect is undesirable since it makes dosage estimation difficult in several diseases. This may lead to an increased propensity for adverse effects of drugs when a positive food effect is perceived. However, a negative food effect may lead to therapeutic insufficiency for patients suffering from life-threatening disorders. This review emphasizes the causes of food effects, formulation strategies to overcome the fast-fed variability, and the regulatory aspects of drugs with food effects, which may open new avenues for researchers to design products that may help to eliminate fast-fed variability.
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23
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Sabra R, Narula A, Taylor LS, Li N. Comparisons of in Vitro Models to Evaluate the Membrane Permeability of Amorphous Drug Nanoparticles. Mol Pharm 2022; 19:3412-3428. [PMID: 35972995 DOI: 10.1021/acs.molpharmaceut.2c00565] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The spontaneous formation of amorphous drug nanoparticles following the release of a drug from a supersaturating formulation is gaining increasing attention due to their potential contribution to increased oral bioavailability. The formation of nanosized drug particles also has considerable implications for the interpretation of in vitro and in vivo data. However, the membrane transport properties of these drug particles remain less well understood. Herein, the membrane permeation of nanosized amorphous drug particles of a model drug atazanavir was evaluated using different artificial membrane-based, cell-based, and animal tissue-based models. Results showed that flux enhancement by particles was different for the various systems used. Generally, good agreement was obtained among experiments performed using the same apparatus with different model membranes, with the exception of the Madin-Darby canine kidney cell monolayer and the Long-Evans rat intestine tissue, which showed lower flux enhancements. Franz cell-based models showed slightly higher flux enhancements by particles compared to Transwell and intestinal tissue sac models. Mass transport analysis suggested that the extent of flux enhancement by particles is dependent on the geometry of the apparatus as well as the properties of the membrane and buffer used, whereas the flux plateau concentration is dependent on the unstirred water later (UWL) asymmetry. These results highlight the complexity in characterizing the permeability advantage of these nonmembrane permeable drug particles and suggest that caution should be used in selecting the appropriate in vitro model to evaluate the overall permeability of colloidal drug particles.
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Affiliation(s)
- Rayan Sabra
- Department of Pharmaceutical Sciences, University of Connecticut, 69 North Eagleville Road, Unit 3092, Storrs, Connecticut 06269, United States
| | - Akshay Narula
- Department of Pharmaceutical Sciences, University of Connecticut, 69 North Eagleville Road, Unit 3092, Storrs, Connecticut 06269, United States
| | - Lynne S Taylor
- Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, Indiana 47907, United States
| | - Na Li
- Department of Pharmaceutical Sciences, University of Connecticut, 69 North Eagleville Road, Unit 3092, Storrs, Connecticut 06269, United States.,Institute of Materials Science, University of Connecticut, 97 North Eagleville Road, Unit 3136, Storrs, Connecticut 06269, United States
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24
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In Vitro–In Vivo Relationship in Mini-Scale—Enabling Formulations of Corallopyronin A. Pharmaceutics 2022; 14:pharmaceutics14081657. [PMID: 36015283 PMCID: PMC9414514 DOI: 10.3390/pharmaceutics14081657] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/04/2022] [Accepted: 08/08/2022] [Indexed: 11/16/2022] Open
Abstract
In vivo studies in mice provide a valuable model to test novel active pharmaceutical ingredients due to their low material need and the fact that mice are frequently used as a species for early efficacy models. However, preclinical in vitro evaluations of formulation principles in mice are still lacking. The development of novel in vitro and in silico models supported the preclinical formulation evaluation for the anti-infective corallopyronin A (CorA). To this end, CorA and solubility-enhanced amorphous solid dispersion formulations, comprising povidone or copovidone, were evaluated regarding biorelevant solubilities and dissolution in mouse-specific media. As an acidic compound, CorA and CorA-ASD formulations showed decreased solubilities in mice when compared with human-specific media. In biorelevant biphasic dissolution experiments CorA-povidone showed a three-fold higher fraction partitioned into the organic phase of the biphasic dissolution, when compared with CorA-copovidone. Bioavailabilities determined by pharmacokinetic studies in BALB/c mice correlated with the biphasic dissolution prediction and resulted in a Level C in vitro–in vivo correlation. In vitro cell experiments excluded intestinal efflux by P-glycoprotein or breast cancer resistance protein. By incorporating in vitro results into a physiologically based pharmacokinetic model, the plasma concentrations of CorA-ASD formulations were predicted and identified dissolution as the limiting factor for bioavailability.
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Choi E, Han DG, Park JE, Lee HY, Yoo JW, Jung Y, Song IS, Yoon IS. A simple and sensitive HPLC-FL method for bioanalysis of velpatasvir, a novel hepatitis C virus NS5A inhibitor, in rat plasma: Investigation of factors determining its oral bioavailability. J Chromatogr B Analyt Technol Biomed Life Sci 2022; 1208:123399. [PMID: 35921698 DOI: 10.1016/j.jchromb.2022.123399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/24/2022] [Accepted: 07/26/2022] [Indexed: 11/19/2022]
Abstract
Velpatasvir is a novel inhibitor of hepatitis C virus nonstructural protein 5A that received US Food and Drug Administration approval for the treatment of patients with chronic hepatitis C virus genotypes 1-6. In the present study, a sensitive bioanalytical method for velpatasvir was developed using high-performance liquid chromatography coupled with a fluorescence detector system, which was applied to elucidate the factors determining the oral bioavailability and disposition of velpatasvir. This method offered sufficient sensitivity, with a lower limit of quantification of 0.5 ng/mL, which is comparable to previously reported methods using liquid chromatography coupled with tandem mass spectrometry. Velpatasvir exhibited low oral bioavailability, moderate intestinal permeability, and significant biliary excretion in rats. It was also found to be significantly metabolized in the liver, with a low-to-moderate extraction ratio; however, its intestinal metabolism and enterohepatic circulation did not occur. Thus, our present results demonstrate that the oral bioavailability of velpatasvir is primarily dependent on gut absorption and hepatic first-pass metabolism. The fractions of velpatasvir dose unabsorbed from the gut and eliminated by the liver before reaching the systemic circulation following oral administration were estimated to be 32.8%-58.6% and 4.74%-30.54% of the oral dose, respectively. To our knowledge, this is the first systematic study to investigate the contributory roles of biopharmaceutical and pharmacokinetic factors on the oral bioavailability of velpatasvir, together with a new bioanalytical method for velpatasvir.
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Affiliation(s)
- Eugene Choi
- Department of Manufacturing Pharmacy, College of Pharmacy, Pusan National University, Busan 46241, South Korea
| | - Dong-Gyun Han
- Department of Manufacturing Pharmacy, College of Pharmacy, Pusan National University, Busan 46241, South Korea
| | - Jeong-Eun Park
- New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation, Daegu 41061, South Korea
| | - Ha-Yeon Lee
- New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation, Daegu 41061, South Korea
| | - Jin-Wook Yoo
- Department of Manufacturing Pharmacy, College of Pharmacy, Pusan National University, Busan 46241, South Korea
| | - Yunjin Jung
- Department of Manufacturing Pharmacy, College of Pharmacy, Pusan National University, Busan 46241, South Korea
| | - Im-Sook Song
- BK21 FOUR Community-Based Intelligent Novel Drug Discovery Education Unit, Vessel-Organ Interaction Research Center (VOICE), Research Institute of Pharmaceutical Sciences, College of Pharmacy, Kyungpook National University, Daegu 41566, South Korea.
| | - In-Soo Yoon
- Department of Manufacturing Pharmacy, College of Pharmacy, Pusan National University, Busan 46241, South Korea.
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26
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Hens B, Gonzalez-Alvarez I, Bermejo M. Exploring the Predictive Power of the In Situ Perfusion Technique towards Drug Absorption: Theory, Practice, and Applications. Mol Pharm 2022; 19:749-762. [DOI: 10.1021/acs.molpharmaceut.1c00861] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Bart Hens
- Drug Product Design, Pfizer, Sandwich, Kent, CT13 9NJ, United Kingdom
| | - Isabel Gonzalez-Alvarez
- Department Engineering Pharmacy Section, Miguel Hernandez University, San Juan de Alicante, 03550 Alicante, Spain
| | - Marival Bermejo
- Department Engineering Pharmacy Section, Miguel Hernandez University, San Juan de Alicante, 03550 Alicante, Spain
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