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Pyper K, Brouwers J, Augustijns P, Khadra I, Dunn C, Wilson CG, Halbert GW. Multidimensional analysis of human intestinal fluid composition. Eur J Pharm Biopharm 2020; 153:226-240. [PMID: 32585351 DOI: 10.1016/j.ejpb.2020.06.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 06/07/2020] [Accepted: 06/08/2020] [Indexed: 12/14/2022]
Abstract
The oral administration of solid dosage forms is the commonest method to achieve systemic therapy and relies on the drug's solubility in human intestinal fluid (HIF), a key factor that influences bioavailability and biopharmaceutical classification. However, HIF is difficult to obtain and is known to be variable, which has led to the development of a range of simulated intestinal fluid (SIF) systems to determine drug solubility in vitro. In this study we have applied a novel multidimensional approach to analyse and characterise HIF composition using a published data set in both fasted and fed states with a view to refining the existing SIF approaches. The data set provided 152 and 172 measurements of five variables (total bile salt, phospholipid, total free fatty acid, cholesterol and pH) in time-dependent HIF samples from 20 volunteers in the fasted and fed state, respectively. The variable data sets for both fasted state and fed state are complex, do not follow normal distributions but the amphiphilic variable concentrations are correlated. When plotted 2-dimensionally a generally ellipsoid shaped data cloud with a positive slope is revealed with boundaries that enclose published fasted or fed HIF compositions. The data cloud also encloses the majority of fasted state and fed state SIF recipes and illustrates that the structured nature of design of experiment (DoE) approaches does not optimally cover the variable space and may examine media compositions that are not biorelevant. A principal component analysis in either fasted or fed state in combination with fitting an ellipsoid shape to enclose the data results in 8 points that capture over 95% of the compositional variability of HIF. The variable's average rate of concentration change in both fasted state and fed state over a short time scale (10 min) is zero and a Euclidean analysis highlights differences between the fasted and fed states and among individual volunteers. The results indicate that a 9-point DoE (8 + 1 central point) could be applied to investigate drug solubility in vitro and provide statistical solubility limits. In addition, a single point could provide a worst-case solubility measurement to define the lowest biopharmaceutical classification boundary or for use during drug development. This study has provided a novel description of HIF composition. The approach could be expanded in multiple ways by incorporation of further data sets to improve the statistical coverage or to cover specific patient groups (e.g., paediatric). Further development might also be possible to analyse information on the time dependent behaviour of HIF and to guide HIF sampling and analysis protocols.
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Affiliation(s)
- Kate Pyper
- Department of Mathematics and Statistics, University of Strathclyde, Livingstone Tower, 26 Richmond Street, Glasgow G1 1XH, United Kingdom
| | - Joachim Brouwers
- Drug Delivery and Disposition, KU Leuven, ON2, Herestraat 49 Box 921, 3000 Leuven, Belgium
| | - Patrick Augustijns
- Drug Delivery and Disposition, KU Leuven, ON2, Herestraat 49 Box 921, 3000 Leuven, Belgium
| | - I Khadra
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow G4 0RE, United Kingdom
| | - C Dunn
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow G4 0RE, United Kingdom
| | - C G Wilson
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow G4 0RE, United Kingdom
| | - G W Halbert
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow G4 0RE, United Kingdom.
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2
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Ekwall B, Clemedson C, Ekwall B, Ring P, Romert L. EDIT: A New International Multicentre Programme to Develop and Evaluate Batteries of In Vitro Tests for Acute and Chronic Systemic Toxicity. Altern Lab Anim 2019; 27:339-49. [DOI: 10.1177/026119299902700305] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Liao Y, Zhang X, Li C, Huang Y, Lei M, Yan M, Zhou Y, Zhao C. Inclusion complexes of HP-β-cyclodextrin with agomelatine: Preparation, characterization, mechanism study and in vivo evaluation. Carbohydr Polym 2016; 147:415-425. [DOI: 10.1016/j.carbpol.2016.04.022] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 04/05/2016] [Accepted: 04/06/2016] [Indexed: 10/22/2022]
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5
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Duan Y, Zhang B, Chu L, Tong HHY, Liu W, Zhai G. Evaluation in vitro and in vivo of curcumin-loaded mPEG-PLA/TPGS mixed micelles for oral administration. Colloids Surf B Biointerfaces 2016; 141:345-354. [DOI: 10.1016/j.colsurfb.2016.01.017] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 12/08/2015] [Accepted: 01/10/2016] [Indexed: 12/22/2022]
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6
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Screening and In Vitro Evaluation of Mucoadhesive Thermoresponsive System Containing Methylene Blue for Local Photodynamic Therapy of Colorectal Cancer. Pharm Res 2015; 33:776-91. [DOI: 10.1007/s11095-015-1826-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 11/03/2015] [Indexed: 12/22/2022]
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7
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Zhang H, Yang X, Zhao L, Jiao Y, Liu J, Zhai G. In vitro and in vivo study of Baicalin-loaded mixed micelles for oral delivery. Drug Deliv 2015; 23:1933-9. [PMID: 25693642 DOI: 10.3109/10717544.2015.1008705] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The aim of this work was to research the potential functions and the mechanism of absorption of the baicalin (BC)-loaded micelle system that contained Pluronic P123 copolymer (P123) and sodium taurocholate (ST) as carrier materials via oral delivery. Based on the numerous advantages of oral administration, such as cost-effectiveness, flexible and accommodated dosing regimen, and improved compliance for patients, the ST-P123-MMs system would be evaluated as oral delivery vehicle of BC. In this study, X-ray powder diffractometer analysis confirmed the phase change of BC after being incorporated in mixed micelles. The release study in simulated gastric fluid/simulated intestinal fluid exhibited that BC-loaded ST-P123-MMs presented a sustained drug release behavior. Compared with coumarin-6 solution, higher cellar uptake efficiency was achieved for coumarin-6 loaded ST-P123-MMs towards Caco-2 cell lines. The in situ perfusion test in rat indicated that the absorption of BC-loaded ST-P123-MMs in intestinal tract was stronger than BC solution. After oral administration, the Cmax and AUC of BC-loaded ST-P123-MMs were 1.77 times and 1.54 times as high as those of BC suspension in rat, respectively. Promisingly, the formulated BC exhibited a prolonged circulation time with the oral bioavailability increased to 1.54-fold compared with the control group. These results all suggested that P123 and ST mixed micelles could serve as a promising approach to oral administration of BC.
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Affiliation(s)
- Haiqun Zhang
- a Department of Pharmaceutics , School of Pharmaceutical Sciences, Shandong University , Jinan , China and
| | - Xiaoye Yang
- a Department of Pharmaceutics , School of Pharmaceutical Sciences, Shandong University , Jinan , China and
| | - Lili Zhao
- a Department of Pharmaceutics , School of Pharmaceutical Sciences, Shandong University , Jinan , China and
| | - Yan Jiao
- a Department of Pharmaceutics , School of Pharmaceutical Sciences, Shandong University , Jinan , China and
| | - Jiyong Liu
- b Department of Pharmacy , Changhai Hospital, Second Military Medical University , Shanghai , China
| | - Guangxi Zhai
- a Department of Pharmaceutics , School of Pharmaceutical Sciences, Shandong University , Jinan , China and
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8
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Jiang CP, He X, Yang XL, Zhang SL, Li H, Song ZJ, Zhang CF, Yang ZL, Li P. Intestinal Absorptive Transport of Genkwanin from Flos genkwa Using a Single-Pass Intestinal Perfusion Rat Model. THE AMERICAN JOURNAL OF CHINESE MEDICINE 2014; 42:349-59. [DOI: 10.1142/s0192415x14500232] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
To investigate the absorptive transport behavior of genkwanin and the beneficial effects of monoterpene enhancers with different functional groups, the single-pass intestinal perfusion (SPIP) of rats was used. The results showed that genkwanin was segmentally-dependent and the best absorptive site was the duodenum. The effective permeability coefficient (P eff ) was 1.97 × 10-4 cm/s and the absorption rate constant (Ka) was 0.62 × 10-2 s-1. Transepithelial transportation descended with increasing concentrations of genkwanin. This was a 1.4-fold increase in P eff by probenecid, whereas a 1.4-fold or 1.6-fold decrease was observed by verapamil and pantoprazole, respectively. Furthermore, among the absorption enhancers, the enhancement with carbonyl (camphor and menthone) was higher than that with hydroxyl (borneol and menthol). The concentration-independent permeability and enhancement by coperfusion of probenecid indicated that genkwanin was transported by both passive diffusion and multidrug resistance protein (MDR)-mediated efflux mechanisms.
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Affiliation(s)
- Cui-Ping Jiang
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Xin He
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210000, China
| | - Xiao-Lin Yang
- Guangdong Provincial Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, Jinan University, Guangzhou 510632, China
| | - Su-Li Zhang
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Hui Li
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Zi-Jing Song
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Chun-Feng Zhang
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Zhong-Lin Yang
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Ping Li
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
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Pusch J, Votteler M, Göhler S, Engl J, Hampel M, Walles H, Schenke-Layland K. The physiological performance of a three-dimensional model that mimics the microenvironment of the small intestine. Biomaterials 2011; 32:7469-78. [PMID: 21764120 DOI: 10.1016/j.biomaterials.2011.06.035] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2011] [Accepted: 06/14/2011] [Indexed: 01/10/2023]
Abstract
Our focus was to develop a three-dimensional (3D) human dynamic in vitro tissue model that mimics the natural microenvironment of the small intestine. We co-cultured human Caco-2 cells with primary-isolated human microvascular endothelial cells (hMECs) on decellularized porcine jejunal segments within a custom-made dynamic bioreactor system that resembles the apical and basolateral side of the intestine for up to 14 days. The obtained data were compared to results generated using routine static Caco-2 assays. We performed histology and immunohistochemistry. Permeability was measured using directed transport studies. Histological analyses revealed that in tissue-engineered segments, which had been cultured under dynamic conditions, the Caco-2 cells showed a high-prismatic morphology, resembling normal primary enterocytes within their native environment. We further identified that the transport of low permeable substances, such as fluorescein and desmopressin increased within the dynamic bioreactor cultures. Immunohistochemical staining showed a significantly higher expression of the efflux transport p-glycoprotein (p-gp) under dynamic culture conditions when compared to the static cultures. We conclude that the integration of physiological parameters is crucial for the establishment of a reliable 3D intestinal in vitro model, which enables the simulation of drug transport over the gut-blood-barrier in a simplified way.
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Affiliation(s)
- Jacqueline Pusch
- Fraunhofer Institute for Interfacial Engineering and Biotechnology, Department of Cell and Tissue Engineering, Stuttgart, Germany
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10
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Karelson M, Dobchev D. Using artificial neural networks to predict cell-penetrating compounds. Expert Opin Drug Discov 2011; 6:783-96. [DOI: 10.1517/17460441.2011.586689] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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11
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Yao G, Li Y. Preparation, characterization and evaluation of self-microemulsifying drug delivery systems (SMEDDSs) of Ligusticum chuanxiong oil. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/j.bionut.2010.09.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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12
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Ku MS, Dulin W. A biopharmaceutical classification-based Right-First-Time formulation approach to reduce human pharmacokinetic variability and project cycle time from First-In-Human to clinical Proof-Of-Concept. Pharm Dev Technol 2010; 17:285-302. [DOI: 10.3109/10837450.2010.535826] [Citation(s) in RCA: 121] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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13
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Ma K, Hu Y, Smith DE. Peptide transporter 1 is responsible for intestinal uptake of the dipeptide glycylsarcosine: studies in everted jejunal rings from wild-type and Pept1 null mice. J Pharm Sci 2010; 100:767-74. [PMID: 20862774 DOI: 10.1002/jps.22277] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2010] [Revised: 05/21/2010] [Accepted: 05/24/2010] [Indexed: 01/02/2023]
Abstract
The purpose of this study was to determine the relative importance of peptide transporter 1 (PEPT1) in the uptake of peptides/mimetics from mouse small intestine, using glycylsarcosine (GlySar). After isolating jejunal tissue from wild-type and Pept1 null mice, 2 cm intestinal segments were everted and mounted on glass rods for tissue uptake studies. [(14)C]GlySar (4 μM) was studied as a function of time, temperature, sodium and pH, concentration, and potential inhibitors. Compared with wild-type animals, Pept1 null mice exhibited a 78% reduction in GlySar uptake at pH 6.0 at 37°C. GlySar uptake showed pH dependence, with peak values between pH 6.0 and 6.5 in wild-type animals, whereas no such tendency was observed in Pept1 null mice. GlySar exhibited Michaelis-Menten uptake kinetics and a minor nonsaturable component in wild-type animals. In contrast, GlySar uptake occurred only by a nonsaturable process in Pept1 null mice. GlySar uptake was significantly inhibited by dipeptides, aminocephalosporins, angiotensin-converting enzyme inhibitors, and the antiviral prodrug valacyclovir; these inhibitors had little, if any, effect on the uptake of GlySar in Pept1 null mice. The findings demonstrate that PEPT1 plays a critical role in the uptake of GlySar in jejunum and suggest that PEPT1 is the major transporter responsible for the intestinal absorption of small peptides.
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Affiliation(s)
- Katherine Ma
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor, Michigan 48109, USA
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14
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Yao G, Li Y. WITHDRAWN: Preparation, characterization and evaluation of self-microemulsifying drug delivery systems (SMEDDSs) of Ligusticum chuanxiong oil. Pharmacotherapy 2010. [DOI: 10.1016/j.biopha.2010.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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15
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Wang J, Hu Y, Li L, Jiang T, Wang S, Mo F. Indomethacin-5-fluorouracil-methyl ester dry emulsion: a potential oral delivery system for 5-fluorouracil. Drug Dev Ind Pharm 2010; 36:647-56. [DOI: 10.3109/03639040903410318] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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16
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Xu YA, Fan G, Gao S, Hong Z. Assessment of Intestinal Absorption of Vitexin-2″-O-Rhamnoside in Hawthorn Leaves Flavonoids in Rat Using In Situ and In Vitro Absorption Models. Drug Dev Ind Pharm 2009; 34:164-70. [DOI: 10.1080/03639040701484668] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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17
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Affiliation(s)
- Stefan Balaz
- Department of Pharmaceutical Sciences, College of Pharmacy, North Dakota State University, Fargo, North Dakota 58105, USA.
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18
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Hu Y, Smith DE, Ma K, Jappar D, Thomas W, Hillgren KM. Targeted Disruption of Peptide Transporter Pept1 Gene in Mice Significantly Reduces Dipeptide Absorption in Intestine. Mol Pharm 2008; 5:1122-30. [DOI: 10.1021/mp8001655] [Citation(s) in RCA: 97] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Yongun Hu
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, Deltagen, San Mateo, California, and Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana
| | - David E. Smith
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, Deltagen, San Mateo, California, and Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana
| | - Ke Ma
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, Deltagen, San Mateo, California, and Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana
| | - Dilara Jappar
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, Deltagen, San Mateo, California, and Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana
| | - Winston Thomas
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, Deltagen, San Mateo, California, and Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana
| | - Kathleen M. Hillgren
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, Deltagen, San Mateo, California, and Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana
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Li H, Zhao X, Ma Y, Zhai G, Li L, Lou H. Enhancement of gastrointestinal absorption of quercetin by solid lipid nanoparticles. J Control Release 2008; 133:238-44. [PMID: 18951932 DOI: 10.1016/j.jconrel.2008.10.002] [Citation(s) in RCA: 425] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2008] [Revised: 08/26/2008] [Accepted: 10/01/2008] [Indexed: 12/13/2022]
Abstract
The aim of the present study is to design and characterize quercetin-loaded solid lipid nanoparticles (QT-SLNs), clarify the absorption mechanism of QT-SLNs and to evaluate the potential of using solid lipid nanoparticles (SLNs) as an oral delivery carrier for poorly water soluble drugs. QT-SLNs were prepared by an emulsification and low-temperature solidification method. The QT-SLNs presented as spherically shaped under transmission electron microscopy, with an average diameter of 155.3 nm. The average drug entrapment efficiency, drug loading and zeta potential were 91.1%, 13.2% and -32.2 mV, respectively. Drug release from QT-SLNs was fitted to a double phase kinetics model and the equation was as follows: 100-Q=98.87e(-0.1042t)+42.45e(-0.0258t). The absorption of QT-SLNs in the gastrointestinal (GI) tract was studied using an in situ perfusion method in rats. It was found that the absorption percent in the stomach for 2 h was only 6.20%, the absorption process of intestine was first-process with passive diffusion mechanism, and the main absorptive segments were ileum and colon. A pharmacokinetic study was conducted in rats after oral administration of quercetin at 50 mg/kg in the form of either QT-SLNs or suspension. The plasma concentration-time curves were both fitted to a one-compartment model. The relative bioavailability of QT-SLNs to quercetin suspension was 571.4%. The T(max) and MRT for quercetin in plasma were both delayed. Our studies provide evidence that SLNs are valuable as an oral delivery carrier to enhance the absorption of a poorly water soluble drug, quercetin.
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Affiliation(s)
- HouLi Li
- Department of Pharmaceutics, College of Pharmacy, Shandong University, Jinan, China
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20
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Abstract
The aim of this current review is to summarize the present status of pharmacokinetics in Drug Discovery. The review is structured into four sections. The first section is a general overview of what we understand by pharmacokinetics and the different LADMET aspects: Liberation, Absorption, Distribution, Metabolism, Excretion, and Toxicity. The second section highlights the different computational or in silico approaches to estimate/predict one or several aspects of the pharmacokinetic profile of a discovery lead compound. The third section discusses the most commonly used in vitro methodologies. The fourth and last section examines the various approaches employed towards the pharmacokinetic assessment of discovery molecules; including all the LADME processes, discussing the different mathematical methodologies available to establish the PK profile of a test compound; what the main differences are and what should be the criteria for using one or another mathematical approach. The major conclusion of this review is that the use of the appropriate preclinical assays has a key role in the long-term viability of a pharmaceutical company since applying the right tools early in discovery will play a key role in determining the company's ability to discover novel safe and effective therapeutics to patients as quickly as possible.
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Affiliation(s)
- Ana Ruiz-Garcia
- Pharmacokinetics and Drug Metabolism, Amgen, Inc, 1201 Amgen Court West, Seattle, Washington 98119, USA.
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Subramanian G, Kitchen DB. Computational approaches for modeling human intestinal absorption and permeability. J Mol Model 2006; 12:577-89. [PMID: 16583199 PMCID: PMC2441499 DOI: 10.1007/s00894-005-0065-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2005] [Accepted: 09/28/2005] [Indexed: 11/29/2022]
Abstract
Human intestinal absorption (HIA) is an important roadblock in the formulation of new drug substances. Computational models are needed for the rapid estimation of this property. The measurements are determined via in vivo experiments or in vitro permeability studies. We present several computational models that are able to predict the absorption of drugs by the human intestine and the permeability through human Caco-2 cells. The training and prediction sets were derived from literature sources and carefully examined to eliminate compounds that are actively transported. We compare our results to models derived by other methods and find that the statistical quality is similar. We believe that models derived from both sources of experimental data would provide greater consistency in predictions. The performance of several QSPR models that we investigated to predict outside the training set for either experimental property clearly indicates that caution should be exercised while applying any of the models for quantitative predictions. However, we are able to show that the qualitative predictions can be obtained with close to a 70% success rate.
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Affiliation(s)
- Govindan Subramanian
- Computer-Aided Drug Discovery Department, Albany Molecular Research, Inc., 21 Corporate Circle, P.O. Box 15098, Albany, NY 12212-5098 USA
| | - Douglas B. Kitchen
- Computer-Aided Drug Discovery Department, Albany Molecular Research, Inc., 21 Corporate Circle, P.O. Box 15098, Albany, NY 12212-5098 USA
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22
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Ruan LP, Chen S, Yu BY, Zhu DN, Cordell GA, Qiu SX. Prediction of human absorption of natural compounds by the non-everted rat intestinal sac model. Eur J Med Chem 2006; 41:605-10. [PMID: 16546303 DOI: 10.1016/j.ejmech.2006.01.013] [Citation(s) in RCA: 103] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 01/20/2006] [Accepted: 01/23/2006] [Indexed: 11/20/2022]
Abstract
A major concern in natural drug research is that many substances with potent biological activity in vitro are unable to generate good activity in vivo owing to their poor water-solubility, poor permeability and/or poor stability. The permeability of drug candidates across the intestinal mucosa is one of the most important factors in defining drug bioavailability and biological activity. In order to screen promising compounds for further investigation, a non-everted rat intestinal sac model has been developed successfully to assay the permeability of natural compounds and to predict their human absorption. In this system, the drug solution was placed in non-everted intestinal sacs (NEIS), which were placed in an acceptor solution and the permeability of drug across intestine walls was determined. The feasibility of this method has been validated and demonstrated for 11 model compounds chosen from currently marketed drugs whose human fraction absorbed (Fa) data have been reported. The results of the studies indicate that a good relationship exists between the permeability of the model drugs and their corresponding Fa data. The permeability of 13 natural compounds was evaluated using this system. Only fraxinellone and vitexin-7-glucoside exhibited high intestinal permeability, and predictive of excellent human absorption, which awaits confirmation from further investigation in vivo. This model provides an alternative method to everted intestinal sacs for the evaluation of in vitro permeability in rats, and for estimating human absorption of drugs. It may therefore hold great promise for oral absorption screening of new drug candidates.
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Affiliation(s)
- L-P Ruan
- Department of Complex Prescription of TCM, China Pharmaceutical University, Nanjing 210009, China
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23
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Varma MVS, Panchagnula R. pH-dependent functional activity of P-glycoprotein in limiting intestinal absorption of protic drugs: Kinetic analysis of quinidine efflux in situ. J Pharm Sci 2005; 94:2632-43. [PMID: 16258992 DOI: 10.1002/jps.20489] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The purpose of this investigation is to evaluate the quantitative contribution of pH-dependent passive permeability on the functional activity of P-glycoprotein (P-gp) in limiting intestinal absorption of weakly basic drugs, in order to include this effect in prediction models. pH-dependent octanol/buffer partition coefficient, artificial membrane permeability and in situ rat intestinal permeability of quinidine were determined in the physiological pH range of gastrointestinal tract. In situ permeability, as a function of luminal pH, was also determined in the presence of P-gp inhibitor, verapamil (500 microM). Octanol/buffer partition coefficient, transport across artificial membrane, and rat in situ permeability showed high pH-dependency. Absorption quotient (AQ), calculated from in situ permeability to express the functional activity of P-gp, declined with increase in luminal pH or increase in luminal quinidine concentration because of the increased passive permeability or saturation of P-gp. AQ was 0.57 +/- 0.02 and 0.41 +/- 0.05, while passive permeability was 0.32 +/- 0.01 x 10(-4) cm/sec and 0.43 +/- 0.02 x 10(-4) cm/sec, in jejunum and ileum, respectively, at pH 7.4. Further, apparent Michaelis-Menten constants (K(M), J(P-gp,max)) for the quinidine efflux in jejunum indicated that efflux activity was more at luminal pH 4.5 over pH 7.4. K(M) values for jejunum quinidine efflux at pH 4.5 and pH 7.4 were determined to be 77.63 +/- 10.90 and 22.86 +/- 5.22 microM, with J(P-gp,max) values of 1.47 +/- 0.08 and 0.62 +/- 0.04 nM/cm2/sec, respectively. AQ vs passive permeability showed significant relationship indicating dependency of P-gp-mediated efflux on pH-dependent passive permeability, which is dictated by ionization status for a protic or ampholytic drug. In conclusion, an orally administered drug is absorbed from various segments of intestine, which inherit difference in luminal pH, transcellular permeability and P-gp expression. In situ data suggests that pH-dependency and regional variability in passive permeability of protic substrates significantly influence their P-gp-mediated efflux and may have implications on predictions of the in vivo drug absorption.
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Affiliation(s)
- Manthena V S Varma
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Phase X, SAS. Nagar, Punjab 160062, India
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Thombre AG. Assessment of the feasibility of oral controlled release in an exploratory development setting. Drug Discov Today 2005; 10:1159-66. [PMID: 16182208 DOI: 10.1016/s1359-6446(05)03551-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Controlled release (CR) formulations have generally been considered as follow-ons to conventional immediate release formulations to manage the life cycle of a product. Although significant opportunities exist to use CR as an enabling technology for certain exploratory drug candidates, they have not been fully exploited. However, progress made in assessing CR feasibility based on the physicochemical and biopharmaceutical properties of the drug, together with advances made in understanding the various CR technologies and developing formulations in a fast and efficient manner, have increasingly made it possible to consider CR in an exploratory development setting.
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25
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Varma MVS, Panchagnula R. Prediction of in vivo intestinal absorption enhancement on P-glycoprotein inhibition, from rat in situ permeability. J Pharm Sci 2005; 94:1694-704. [PMID: 15986467 DOI: 10.1002/jps.20309] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The purpose of this study is to determine the functional role of P-glycoprotein (P-gp) in intestinal absorption of drugs and to quantitatively predict the in vivo absorption enhancement on P-gp inhibition. In situ single-pass rat ileum permeability and aqueous solubility were measured for a set of 16 compounds. Permeability studies were also carried out in the presence of P-gp inhibitor to estimate the permeability enhancement on P-gp inhibition. A significant correlation was obtained between rat ileum permeability and the literature human intestinal absorption (HIA), F(a,human) (r = 0.891; p < 0.01). Compounds with permeability >0.2 x 10(-4) cm/s are completely absorbed; however, few practically insoluble compounds were overestimated with this relationship. Inhibition of P-gp increased the permeability (p < 0.05) of three moderately and three highly permeable compounds. Efflux inhibition ratio (EIR), the ratio of permeability due to P-gp-mediated efflux activity and passive permeability only, for these compounds was in the order of digoxin > paclitaxel > fexofenadine > quinidine > verapamil > cyclosporine. Integration of EIR with permeability versus F(a,human) predicted that modulation of P-gp has no significant effect on the absorption of highly permeable compounds (quinidine, verapamil, and cyclosporine A), while for moderately permeable compounds (digoxin, paclitaxel, and fexofenadine), P-gp profoundly influences the intestinal permeability. The in situ permeability in rat ileum may be used to predict the in vivo P-gp function and its quantitative contribution to intestinal drug absorption. Integration of the functional activity of P-gp with the characteristics of BCS may explain drug interactions and explore the possible pharmacokinetic advantage on P-gp inhibition.
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Affiliation(s)
- Manthena V S Varma
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Phase X, SAS. Nagar, Punjab 160062, India
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26
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Yoon CH, Shin BS, Chang HS, Kwon LS, Kim HY, Yoo SE, Yoo SD. Rapid Screening of Drug Absorption Potential Using the Immobilized Artificial Membrane Phosphatidylcholine Column and Molar Volume. Chromatographia 2004. [DOI: 10.1365/s10337-004-0410-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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27
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Corrigan OI, Gubbins RH, O'Driscoll CM. Estimation of absorption parameters from the non-steady-state phase in the rat gut perfusion model. J Pharm Pharmacol 2003; 55:487-93. [PMID: 12803770 DOI: 10.1211/002235702955] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
The aim of the study was to calculate absorption parameters, including permeability coefficients (P(app)), from the non-steady-state portion of the outflow to inflow concentration ratio vs time profiles and compare them with those obtained via the more traditionally used steady-state phase. The rat in-situ intestinal perfusion method was used. The compounds studied, diclofenac and macrogol 4000 (polyethylene glycol (PEG) 4000), were perfused at four different flow rates (0.1-2.0 mL min(-1)). The estimates of P(app) from the non-steady-state data were systematically lower for both compounds. The non-steady-state analysis gave estimates of the intestinal radius, r. The internal diameter of the intestine segment increased as the flow rate increased. When this effect was taken into account similar P(app) estimates were obtained by the two approaches. Thus the convention of using a constant value of intestinal radius in the steady-state equation leads to an over estimate of the P(app) when high flow rates are employed. The different trends observed, between P(app) and perfusate flow rate, for the two compounds, macrogol 4000 and diclofenac, may be linked to increased surface area and exposure to membrane pores of larger size. The longitudinal spreading coefficient, De, increased with flow rate and was approximately 1000 times greater than that estimated for molecular diffusion. The high values obtained were consistent with the non-smooth biological surface and peristaltic movement present in-vivo.
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Affiliation(s)
- Owen I Corrigan
- Department of Pharmaceutics and Pharmaceutical Technology, School of Pharmacy, University of Dublin, Trinity College, Dublin 2, Ireland
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28
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Issa C, Gupta P, Bansal AK. Implications of density correction in gravimetric method for water flux determination using rat single-pass intestinal perfusion technique: a technical note. AAPS PharmSciTech 2003; 4:E16. [PMID: 12916898 PMCID: PMC2750594 DOI: 10.1208/pt040216] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Chayapathy Issa
- Department of Pharmaceutical Technology (Formulation), National Institute of Pharmaceutical Education and Research, SAS Nagar, 160 062 Punjab, India
| | - Piyush Gupta
- Department of Pharmaceutical Technology (Formulation), National Institute of Pharmaceutical Education and Research, SAS Nagar, 160 062 Punjab, India
| | - Arvind K. Bansal
- Department of Pharmaceutical Technology (Formulation), National Institute of Pharmaceutical Education and Research, SAS Nagar, 160 062 Punjab, India
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29
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Levis KA, Lane ME, Corrigan OI. Effect of buffer media composition on the solubility and effective permeability coefficient of ibuprofen. Int J Pharm 2003; 253:49-59. [PMID: 12593936 DOI: 10.1016/s0378-5173(02)00645-2] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The effect of perfusion medium composition on the two important biopharmaceutical parameters drug solubility and permeability was determined for ibuprofen. Eight commonly used buffers were examined. Equilibrium solubility, buffer capacity profiles and permeability coefficients, using the in situ rat gut perfusion model, were determined for each medium at 37 degrees C. The solubility of ibuprofen differed sixfold over the range of buffer systems studied. The differences in solubility were associated with different pHs of the buffers when saturated with drug and also the presence of micelles and divalent ions. The solubility of ibuprofen in FeSSIF was significantly higher than predicted from the pH due to micellisation, while that in Krebs was significantly lower due to ibuprofen-calcium salt formation. Buffer capacities varied over a 40-fold range. The pK(a) values of the buffer components were determined from the buffer capacity versus pH profiles and were in good agreement with the thermodynamic values when corrected for temperature and ionic strength. Smaller, but statistically significant differences in P(app) values for ibuprofen were also observed between some of the buffers. During perfusion, pHs of the perfusate samples gradually changed over time towards a median value of approximately 6.5. HBSS gave a P(app) approximately 50% greater than that observed in PBS 7.4. Physicochemical factors such as medium pH, buffer capacity and osmolarity should be considered when determining the P(app) values of ionisable compounds. Care needs to be exercised when comparing P(app) values from different laboratories as buffer composition can have a significant effect on both solubility and permeability of a drug, whose ionisation is substantially changed over the pH range of the buffers. Despite the high amount ionised, ibuprofen appears to be well absorbed and it can be classified as a highly permeable drug.
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Affiliation(s)
- Karl A Levis
- Department of Pharmaceutics and Pharmaceutical Technology, School of Pharmacy, Trinity College Dublin, Dublin 2, Ireland
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30
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Wadell C, Björk E, Camber O. Permeability of porcine nasal mucosa correlated with human nasal absorption. Eur J Pharm Sci 2003; 18:47-53. [PMID: 12554072 DOI: 10.1016/s0928-0987(02)00240-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The Ussing chamber diffusion system was used as a model to study the apparent permeability across porcine nasal mucosa of eight drugs and molecules with different physicochemical characteristics, namely insulin, lidocaine, nicotine, PEG 4000, propranolol, sumatriptan, melagatran and an amino diether. A weak correlation was found between the apparent permeability coefficients and the corresponding literature data on the fraction absorbed after nasal administration in humans. In the case of passively transported drugs, a closer correlation was found than for the substances where other mechanisms such as carrier-mediated transport or possible efflux were involved. Factors influencing the correlation between in vitro and in vivo data are discussed and the importance of electrophysiological control of the viability status of the excised mucosa is emphasised. Although caution has to be exercised in view of the limitations of the in vitro system, it seems to be a useful tool when evaluating different factors influencing permeability of nasal mucosa.
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Affiliation(s)
- Cecilia Wadell
- AstraZeneca R&D Södertälje, SE-151 85, Södertälje, Sweden.
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31
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Pan GY, Wang GJ, Liu XD, Fawcett JP, Xie YY. The involvement of P-glycoprotein in berberine absorption. PHARMACOLOGY & TOXICOLOGY 2002; 91:193-7. [PMID: 12530470 DOI: 10.1034/j.1600-0773.2002.t01-1-910403.x] [Citation(s) in RCA: 156] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Berberine is an important ingredient in a number of traditional Chinese medicines but has been shown to have poor bioavailability in the dog. The aim of this study was to use the P-glycoprotein (P-glycoprotein) inhibitors cyclosporin A, verapamil and the monoclonal antibody C219 in in vivo and in vitro models of intestinal absorption to determine the role of P-glycoprotein in berberine absorption. In the rat recirculating perfusion model, berberine absorption was improved 6-times by P-glycoprotein inhibitors. In the rat everted intestinal sac model, berberine serosal-to-mucosal transport was significantly decreased by cyclosporin A. In Ussing-type chambers, the rate of serosal-to-mucosal transport across rat ileum was 3-times greater than in the reverse direction and was significantly decreased by cyclosporin A. In Caco-2 cells, berberine uptake was significantly increased by P-glycoprotein inhibitors and by monoclonal antibody C219. P-glycoprotein appears to contribute to the poor intestinal absorption of berberine which suggests P-glycoprotein inhibitors could be of therapeutic value by improving its bioavailability.
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Affiliation(s)
- Guo-yu Pan
- Center of Pharmacokinetics, China Pharmaceutical University, Nanjing, China.
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32
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Clemedson C, Nordin-Andersson M, Bjerregaard HF, Clausen J, Forsby A, Gustafsson H, Hansson U, Isomaa B, Jørgensen C, Kolman A, Kotova N, Krause G, Kristen U, Kurppa K, Romert L, Scheers E. Development of an in vitro test battery for the estimation of acute human systemic toxicity: An outline of the EDIT project. Evaluation-guided Development of New In Vitro Test Batteries. Altern Lab Anim 2002; 30:313-21. [PMID: 12106010 DOI: 10.1177/026119290203000309] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The aim of the Evaluation-guided Development of new In Vitro Test Batteries (EDIT) multicentre programme is to establish and validate in vitro tests relevant to toxicokinetics and for organ-specific toxicity, to be incorporated into optimal test batteries for the estimation of human acute systemic toxicity. The scientific basis of EDIT is the good prediction of human acute toxicity obtained with three human cell line tests (R(2) = 0.77), in the Multicentre Evaluation of In Vitro Cytotoxicity (MEIC) programme. However, the results from the MEIC study indicated that at least two other types of in vitro test ought to be added to the existing test battery to improve the prediction of human acute systemic toxicity - to determine key kinetic events (such as biotransformation and passage through biological barriers), and to predict crucial organ-specific mechanisms not covered by the tests in the MEIC battery. The EDIT programme will be a case-by-case project, but the establishment and validation of new tests will be carried through by a common, step-wise procedure. The Scientific Committee of the EDIT programme defines the need for a specific set of toxicity or toxicokinetic data. Laboratories are then invited to perform the defined tests in order to provide the "missing" data for the EDIT reference chemicals. The results obtained will be evaluated against the MEMO (the MEIC Monograph programme) database, i.e. against human acute systemic lethal and toxicity data. The aim of the round-table discussions at the 19th Scandinavian Society for Cell Toxicology (SSCT) workshop, held in Ringsted, Denmark on 6-9 September 2001, was to identify which tests are the most important for inclusion in the MEIC battery, i.e. which types of tests the EDIT programme should focus on. It was proposed that it is important to include in vitro methods for various kinetic events, such as biotransformation, absorption in the gut, passage across the blood-brain barrier, distribution volumes, protein binding, and renal clearance/accumulation. Models for target organ toxicity were also discussed. Because several of the outlier chemicals (paracetamol, digoxin, malathion, nicotine, paraquat, atropine and potassium cyanide) in the MEIC in vivo-in vitro evaluation have a neurotoxic potential, it was proposed that the development within the EDIT target organ programme should initially be focused on the nervous system.
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Abstract
This review focuses on computational methods for the prediction of passive intestinal permeability. Existing computational models are surveyed and assessed in terms of descriptors, model type/complexity, speed of computation, predictive performance, and interpretability. Challenges to the successful computational prediction of intestinal permeability, i.e. data quantity, measurement imprecision, confounding factors such as solubility, metabolism, or active efflux, and the need for robust statistical methods, are also discussed.
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Affiliation(s)
- William J Egan
- Accelrys Inc., ADMET R&D, CN 5350, Princeton, NJ 08543-5350, USA.
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Zhao Y, Jona J, Chow DT, Rong H, Semin D, Xia X, Zanon R, Spancake C, Maliski E. High-throughput logP measurement using parallel liquid chromatography/ultraviolet/mass spectrometry and sample-pooling. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2002; 16:1548-1555. [PMID: 12203246 DOI: 10.1002/rcm.749] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
A novel approach to high-throughput logP measurement based on liquid chromatography/ultraviolet/mass spectrometry (LC/UV/MS) is proposed. The logP value is determined by correlation with the logk value, where k is the capacity factor k = (t(r)-t(0))/t(0), with the logP value using a defined set of standards. Since the analyte retention time (t(r)) is determined from the appropriate extracted ion chromatogram (EIC), there are no interferences from impurities and this allows the pooling of multiple compounds into one injection. To ensure the accuracy and instrument robustness in a routine high-throughput environment, a simple and MS-friendly mobile phase consisting of 20 mM ammonium carbonate (pH 8.0) for basic compounds or 20 mM ammonium formate (pH 1.0) for acidic compounds, both in combination with methanol at a ratio of 45:55, is used. This approach has been successfully used on single as well as parallel multi-channel LC/UV/MS systems to screen small to large sets of lead compounds and their analogs. A high-throughput capability to analyze over 1000 compounds per day has been achieved.
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Affiliation(s)
- Yining Zhao
- Small Molecule Drug Discovery, Amgen Inc., One Amgen Center Drive, Thousand Oaks, CA 91320, USA.
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35
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Deprez S, Mila I, Huneau JF, Tome D, Scalbert A. Transport of proanthocyanidin dimer, trimer, and polymer across monolayers of human intestinal epithelial Caco-2 cells. Antioxid Redox Signal 2001; 3:957-67. [PMID: 11813991 DOI: 10.1089/152308601317203503] [Citation(s) in RCA: 304] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The gut absorption of proanthocyanidins (PAs) and of the related (+)-catechin monomer was investigated with colonic carcinoma (Caco-2) cells of a human origin, grown in monolayers on permeable filters. Permeability of various radiolabeled PAs differing in their molecular weight was compared with that of the radiolabeled (+)-catechin. No toxicity was observed at PA concentrations up to the physiological concentration of 1 mM. (+)-Catechin and PA dimer and trimer had similar permeability coefficients (P(app) = 0.9-2.0 x 10(-6) cm s(-1)) close to that of mannitol, a marker of paracellular transport. Paracellular transport was also indicated by the increase of absorption after reduction of the transepithelial electric resistance through calcium ion removal. In contrast, permeability of a PA polymer with an average polymerization degree of 6 (molecular weight 1,740) was approximately 10 times lower (P(app) = 0.10 +/- 0.04 x 10(-6) cm s(-1)). PAs, particularly the most astringent PA polymer, were also adsorbed on the epithelial cells. These results suggest that PA dimers and trimers could be absorbed in vivo and that polymer bioavailability is limited to the gut lumen.
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Affiliation(s)
- S Deprez
- Laboratoire de Chimie Biologique, INRA, Institut National Agronomique Paris-Grignon (INA-PG), Thiverval-Grignon, France
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36
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Roberts SA. High-throughput screening approaches for investigating drug metabolism and pharmacokinetics. Xenobiotica 2001; 31:557-89. [PMID: 11569526 DOI: 10.1080/00498250110060978] [Citation(s) in RCA: 81] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
1. High-throughput screening approaches have been adopted throughout the pharmaceutical industry to aid in the rapid discovery of new chemical entities. Because it is now well recognized that the selection of a robust candidate requires a balance of potency, safety and pharmacokinetics, the role of drug metabolism departments has widened from their traditional one of supporting drug development to include the screening of compounds during the discovery process. To put drug metabolism and pharmacokinetic (DMPK) studies in context, the evolving role of DMPK screening in the drug discovery strategy of pharmaceutical companies will be discussed and a generalized approach will be presented. 2. With the increasing numbers of compounds requiring screening, DMPK optimization methods have had to be adapted for high throughput. There have been many developments in this field over the past decade and this review will focus on the high-throughput DMPK screening methodologies used today and in the recent past. 3. In vitro and in silico (computer-based) methods have proven most amenable to high-throughput approaches and these will firm the bulk of the review, but some advances with in vivo methods will also be discussed. As there has been a vast increase in published material on the topic of high-throughput DMPK methodologies in the past 10 years, it would be impossible to cover every method in detail, so this review will concentrate on the key areas and refer the reader to other, more detailed reviews wherever possible. 4. Most high-throughput methods would not be possible without the enabling technologies of computing, automation, new sample preparation technologies, and highly sensitive and selective detection systems, and these will also be reviewed. 5. The advantages and disadvantages of the screening methods will be presented, in particular the issue of handling the false-positives and -negatives that arise. 6. In concluding the review, future developments in this field will be discussed along with key issues that will need to be addressed.
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Affiliation(s)
- S A Roberts
- Drug Metabolism and Pharmacokinetics, Celltech Research and Development Ltd, Great Abington, Cambridge, UK.
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37
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Abstract
Current preclinical safety evaluation programs use a combination of computational methods, mechanistic in vitro screening and - primarily - in vivo experimentation to predict human toxicity. The rapid transition of pharmaceutical R&D into electronic R&D (e-R&D) makes it imperative that predictive safety testing also develops into an information-rich, knowledge-based process in the near future. Accordingly, enhanced databases and computational tools are expected to change the way the pharmaceutical industry assesses drug toxicity during discovery and early development. Expert use of prediction tools should lead to lower failure rates in drug development and decrease the cost and time involved in successful drug approval.
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38
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Pagliara A, Reist M, Geinoz S, Carrupt PA, Testa B. Evaluation and prediction of drug permeation. J Pharm Pharmacol 1999; 51:1339-57. [PMID: 10678488 DOI: 10.1211/0022357991777164] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
A major challenge confronting the pharmaceutical scientist is to optimize the selective and efficient delivery of new active entities and drug candidates. Successful drug development requires not only optimization of specific and potent pharmacodynamic activity, but also efficient delivery to the target site. Following advances in rational drug design, combinatorial chemistry and high-throughput screening techniques, the number of newly discovered and promising active compounds has increased dramatically in recent years, often making delivery problems the rate-limiting step in drug research. To overcome these problems, a good knowledge of the pharmacokinetic barriers encountered by bioactive compounds is required. This review gives an overview of the properties of relevant physiological barriers and presents some important biological models for evaluation of drug permeation and transport. Physicochemical determinants in drug permeation and the relevance of quantitative and qualitative approaches to the prediction and evaluation of passive drug absorption are also discussed.
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Affiliation(s)
- A Pagliara
- Institut de Chimie Thérapeutique, Université de Lausanne, Switzerland
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39
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Abstract
Physico-chemical descriptors of drug molecules are often not adequate in predicting their oral bioavailability. In vitro methods can be useful in evaluating some of the different factors contributing to bioavailability. While physical parameters such as drug solubility may effect oral bioavailability, in most cases, the major determining factors are likely to be metabolism, and absorption at the intestinal level. Metabolism may be preabsorptive, as with peptides, or during absorption, particularly as a result of the activity of the intracellular enzyme CYP3A4. Absorption may be transcellular (membrane diffusion, carrier-mediated, endocytosis) or paracellular, while p-glycoprotein activity in the apical cell membrane may limit bioavailability by expelling drugs from the mucosal cells. Knowledge of the absorption mechanism is important in determining formulation strategies. The different in vitro techniques used to study absorption have advantages and disadvantages. Ussing chambers can be useful to measure bidirectional transport, but most studies use simple salt media, and full tissue viability is doubtful. Caco-2 cell monolayers are human cells, but the system is static, and gives very low rates of transport, and exagerated enhancement of the paracellular route compared with small intestine. The rat everted gut sac incubated in tissue culture medium maintains tissue viability and gives reliable data, although it is a closed system. In situ perfusion gives no information on events at the cellular level, and absorption may be reduced by anaesthesia and surgical manipulation. In vivo perfusion in man, with multichannel tubes, gives valuable data, but is not practical for screening. Pharmacokinetic modelling can also give useful data such as the existence of different absorption sites. Permeability values from the literature show that for small hydrophilic molecules, which pass by the paracellular route, the improved everted sac gives values close to those for humans, while values with Caco-2 cells are orders of magnitude lower.
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Affiliation(s)
- L Barthe
- Laboratoire de Cinétique des Xénobiotiques, Faculté des Sciences Pharmaceutiques, Toulouse, France
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40
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Stewart BH, Chan OH. Use of immobilized artificial membrane chromatography for drug transport applications. J Pharm Sci 1998; 87:1471-8. [PMID: 10189252 DOI: 10.1021/js980262n] [Citation(s) in RCA: 64] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- B H Stewart
- Pharmacokinetics, Dynamics, & Metabolism Department, Parke-Davis Pharmaceutical Research, Warner-Lambert Company, Ann Arbor, Michigan 48105, USA.
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41
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Castro JL, Collins I, Russell MG, Watt AP, Sohal B, Rathbone D, Beer MS, Stanton JA. Enhancement of oral absorption in selective 5-HT1D receptor agonists: fluorinated 3-[3-(piperidin-1-yl)propyl]indoles. J Med Chem 1998; 41:2667-70. [PMID: 9667955 DOI: 10.1021/jm980204e] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- J L Castro
- Chemistry and Biochemistry Departments, Merck Sharp and Dohme Research Laboratories, Neuroscience Research Centre, Terlings Park, Eastwick Road, Harlow, Essex CM20 2QR, UK
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