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Incecayir T, Demir ME. In Vivo Relevance of a Biphasic In Vitro Dissolution Test for the Immediate Release Tablet Formulations of Lamotrigine. Pharmaceutics 2023; 15:2474. [PMID: 37896234 PMCID: PMC10610453 DOI: 10.3390/pharmaceutics15102474] [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: 09/14/2023] [Revised: 10/07/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023] Open
Abstract
Biphasic in vitro dissolution testing is an attractive approach to reflect on the interplay between drug dissolution and absorption for predicting the bioperformance of drug products. The purpose of this study was to investigate the in vivo relevance of a biphasic dissolution test for the immediate release (IR) formulations of a Biopharmaceutics Classification System (BCS) Class II drug, lamotrigine (LTG). The biphasic dissolution test was performed using USP apparatus II with the dual paddle modification. A level A in vitro-in vivo correlation (IVIVC) was constructed between the in vitro partition into the octanol and absorption data of the reference product. A good relation between in vitro data and absorption was obtained (r2 = 0.881). The one-compartment open model was introduced to predict the human plasma profiles of the test product. The generic product was found to be bioequivalent to the original product in terms of 80-125% bioequivalence (BE) criteria (85.9-107% for the area under the plasma concentration curve (AUC) and 82.7-97.6% for the peak plasma concentration (Cmax) with a 90% confidence interval (CI)). Overall, it was revealed that the biphasic dissolution test offers a promising ability to estimate the in vivo performance of IR formulations of LTG, providing considerable time and cost savings in the development of generic drug products.
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Affiliation(s)
- Tuba Incecayir
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Gazi University, 06330 Ankara, Turkey
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Yukuyama MN, Zuo J, Park C, Yousef M, Henostroza MAB, de Araujo GLB, Bou-Chacra NA, Löbenberg R. Biphasic dissolution combined with modified cylinder method-A new promising method for dissolution test in drug-loaded nanoemulsions. Int J Pharm 2023; 632:122554. [PMID: 36586637 DOI: 10.1016/j.ijpharm.2022.122554] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 12/21/2022] [Accepted: 12/24/2022] [Indexed: 12/29/2022]
Abstract
Dissolution testing is important in assessing the in vitro drug release performance for oral administration dosage forms. However, currently, a simple and efficient in vitro test to investigate critical factors that may impact the drug release and bioavailability at the development stage of a drug-loaded nanoemulsion (NE) is lacking. Thus, in this study, we developed a new combined biphasic and modified cylinder (BP + MC) method to evaluate the dissolution profile of NEs. Flubendazole (FLZ), a Biopharmaceutical Classification System (BCS) Class II drug, offers a new prospective for drug repositioning for treating lung cancer and cryptococcal meningitis. We compared the drug release profiles of three different FLZ formulations (micronized as a suspension, loaded in NE, and solubilized in oil) by using three different methods (dialysis bag, modified cylinder method, and a new BP + MC method). The results showed potential higher drug release of FLZ from the suspension compared to FLZ-loaded NE at pH 1.2, and higher drug release from FLZ-loaded NE compared to other forms in octanol phase. These results correlate well with the in vivo test performed in mice carried out in our previous works. Furthermore, the partition mechanism of the drug released from the NE is discussed in-depth in this article, as well as the advantage of drug-loaded NEs over other preparations in creating supersaturable conditions. Based on the results, we provide new insights into how dissolution methods for a poorly water-solubility drug can be designed. Therefore, we present this new combined BP + MC method as a potential new discriminative dissolution test for future studies when developing drug-loaded NE and comparing with other dosage forms.
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Affiliation(s)
- Megumi Nishitani Yukuyama
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, 8613 - 114 St NW, T6G 2H7 Edmonton, AB, Canada; Department of Pharmacy, Faculty of Pharmaceutical Sciences, University of São Paulo, Professor Lineu Prestes Av, 580, Cidade Universitária, 05508-000 São Paulo, SP, Brazil
| | - Jieyu Zuo
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, 8613 - 114 St NW, T6G 2H7 Edmonton, AB, Canada
| | - Chulhun Park
- College of Pharmacy, Jeju National University, Jeju 63243, Republic of Korea
| | - Malaz Yousef
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, 8613 - 114 St NW, T6G 2H7 Edmonton, AB, Canada
| | - Mirla Anali Bazán Henostroza
- Department of Pharmacy, Faculty of Pharmaceutical Sciences, University of São Paulo, Professor Lineu Prestes Av, 580, Cidade Universitária, 05508-000 São Paulo, SP, Brazil
| | - Gabriel Lima Barros de Araujo
- Department of Pharmacy, Faculty of Pharmaceutical Sciences, University of São Paulo, Professor Lineu Prestes Av, 580, Cidade Universitária, 05508-000 São Paulo, SP, Brazil.
| | - Nádia Araci Bou-Chacra
- Department of Pharmacy, Faculty of Pharmaceutical Sciences, University of São Paulo, Professor Lineu Prestes Av, 580, Cidade Universitária, 05508-000 São Paulo, SP, Brazil.
| | - Raimar Löbenberg
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, 8613 - 114 St NW, T6G 2H7 Edmonton, AB, Canada
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A Semi-Mechanistic Prediction of Residence Time Metrics in Twin Screw Granulation. Pharmaceutics 2021; 13:pharmaceutics13030393. [PMID: 33809652 PMCID: PMC8002318 DOI: 10.3390/pharmaceutics13030393] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/03/2021] [Accepted: 03/08/2021] [Indexed: 11/29/2022] Open
Abstract
This work is concerned with the semi-mechanistic prediction of residence time metrics using historical data from mono-component twin screw wet granulation processes. From the data, several key parameters such as powder throughput rate, shafts rotation speed, liquid binder feed ratio, number of kneading elements in the shafts and the stagger angle between the kneading elements were identified and physical factors were developed to translate those varying parameters into expressions affecting the key intermediate phenomena in the equipment, holdup, flow and mixing. The developed relations were then tested across datasets to evaluate the performance of the model, applying a k-fold optimization technique. The semi-mechanistic predictions were evaluated both qualitatively through the main effects plots and quantitatively through the parity plots and correlations between the tuning constants across datasets. The root mean square error (RMSE) was used as a metric to compare the degree of goodness of fit for different datasets using the developed semi-mechanistic relations. In summary this paper presents a new approach at estimating both the residence time metrics in twin screw wet granulation, mean residence time (MRT) and variance through semi-mechanistic relations, the validity of which have been tested for different datasets.
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Zhang G, Sun M, Jiang S, Wang L, Tan Y, Wang L, Cheng Z. Investigating a Modified Apparatus to Discriminate the Dissolution Capacity In Vitro and Establish an IVIVC of Mycophenolate Mofetil Tablets in the Fed State. J Pharm Sci 2020; 110:1240-1247. [PMID: 33096138 DOI: 10.1016/j.xphs.2020.10.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 10/15/2020] [Accepted: 10/16/2020] [Indexed: 11/30/2022]
Abstract
In this study, a modified dissolution apparatus was developed by equipping a USP apparatus Ⅰ with an open-loop system to discriminate the dissolution capacity in vitro and establish an in vitro and in vivo correlation (IVIVC) for mycophenolate mofetil (MMF) tablets. MMF had strong pH-dependent solubility that could influence the dissolution rate in vivo after the meal. Dissolution tests involving reference (Cellcept®) and test formulations (F1 and F2) were conducted using pH 4.5 acetate buffer to simulate gastric fluids in the fed state. The dissolution profiles of the reference and test formulations were distinguished by using the modified dissolution apparatus and compared with those determined using the USP apparatuses Ⅱ and Ⅳ, and the dissolution capacities of the formulations were discriminated at different sampling time-points. The results of human bioequivalence (BE) studies in the fed state were consistent with in vitro evaluations that the maximum concentrations (Cmax,in vivo) of both F1 and F2 fell below the acceptable range (80.00%). A level A IVIVC between the absorption fraction in vivo and dissolution in vitro, and a level C correlation between Cmax,in vivo and Cmax,in vitro, were established to guide the optimization of the tablet formulation containing MMF.
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Affiliation(s)
- Guoqing Zhang
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, China
| | - Ming Sun
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, China
| | - Shan Jiang
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, China
| | - Lei Wang
- Hangzhou Zhongmei Huadong Pharmaceutical Co., Ltd, Hangzhou, Zhejiang 310000, China
| | - Yuexiang Tan
- Hunan Huize Bio-pharmaceutical Co., Ltd, Changsha, Hunan 410000, China
| | - Lei Wang
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, China.
| | - Zeneng Cheng
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, China.
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Biphasic Dissolution as an Exploratory Method During Early Drug Product Development. Pharmaceutics 2020; 12:pharmaceutics12050420. [PMID: 32370237 PMCID: PMC7284338 DOI: 10.3390/pharmaceutics12050420] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 04/28/2020] [Accepted: 04/30/2020] [Indexed: 01/24/2023] Open
Abstract
Dissolution testing is a major tool used to assess a drug product's performance and as a quality control test for solid oral dosage forms. However, compendial equipment and methods may lack discriminatory power and the ability to simulate aspects of in vivo dissolution. Using low buffer capacity media combined with an absorptive phase (biphasic dissolution) increases the physiologic relevance of in vitro testing. The purpose of this study was to use non-compendial and compendial dissolution test conditions to evaluate the in vitro performance of different formulations. The United States Pharmacopeia (USP)-recommended dissolution method greatly lacked discriminatory power, whereas low buffer capacity media discriminated between manufacturing methods. The use of an absorptive phase in the biphasic dissolution test assisted in controlling the medium pH due to the drug removal from the aqueous medium. Hence, the applied non-compendial methods were more discriminative to drug formulation differences and manufacturing methods than conventional dissolution conditions. In this study, it was demonstrated how biphasic dissolution and a low buffer capacity can be used to assess in vitro drug product performance differences. This can be a valuable approach during the early stages of drug product development for investigating in vitro drug release with improved physiological relevance.
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Hens B, Kataoka M, Ueda K, Gao P, Tsume Y, Augustijns P, Kawakami K, Yamashita S. Biopredictive in vitro testing methods to assess intestinal drug absorption from supersaturating dosage forms. J Drug Deliv Sci Technol 2020. [DOI: 10.1016/j.jddst.2019.101275] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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Tsume Y, Igawa N, Drelich AJ, Ruan H, Amidon GE, Amidon GL. The in vivo predictive dissolution for immediate release dosage of donepezil and danazol, BCS class IIc drugs, with the GIS and the USP II with biphasic dissolution apparatus. J Drug Deliv Sci Technol 2020. [DOI: 10.1016/j.jddst.2019.01.035] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Gan Y, Zhang X, Xu D, Zhang H, Baak JP, Luo L, Xia Y, Wang J, Ke X, Sun P. Evaluating supersaturation in vitro and predicting its performance in vivo with Biphasic gastrointestinal Simulator: A case study of a BCS IIB drug. Int J Pharm 2020; 578:119043. [PMID: 31962190 DOI: 10.1016/j.ijpharm.2020.119043] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 12/31/2019] [Accepted: 01/12/2020] [Indexed: 11/19/2022]
Abstract
This study aimed to develop an evaluation approach for supersaturation by employing an in vitro bio-mimicking apparatus designed to predict in vivo performance. The Biphasic Gastrointestinal Simulator (BGIS) is composed of three chambers with absorption phases that represent the stomach, duodenum, and jejunum, respectively. The concentration of apatinib in each chamber was detected by fiber optical probes in situ. The dissolution data and the pharmacokinetic data were correlated by GastroplusTM. The precipitates were characterized by polarizing microscope, Scanning Electron Microscopy, Powder X-ray diffraction and Differential scanning calorimetry. According to the results, Vinylpyrrolidone-vinyl acetate copolymer (CoPVP) prolonged supersaturation by improving solubility and inhibiting crystallization, while Hydroxypropyl methylcellulose (HPMC) prolonged supersaturation by inhibiting crystallization alone. Furthermore, a predictive in vitro-in vivo correlation was established, which confirmed the anti-precipitation effect of CoPVP and HPMC on in vitro performance and in vivo behavior. In conclusion, CoPVP and HPMC increased and prolonged the supersaturation of apatinib, and then improved its bioavailability. Moreover, BGIS was demonstrated to be a significant approach for simulating in vivo conditions for in vitro-in vivo correlation in a supersaturation study. This study presents a promising approach for evaluating supersaturation, screening precipitation inhibitors in vitro, and predicting their performances in vivo.
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Affiliation(s)
- Yanxiong Gan
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Xue Zhang
- Jiangsu Yuanchuang Pharmaceutical R&D Co., Ltd., Nanjing 210009, PR China
| | - Dengqiu Xu
- College of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Hongjuan Zhang
- Jiangsu Yuanchuang Pharmaceutical R&D Co., Ltd., Nanjing 210009, PR China
| | - Jan P Baak
- Department of Molecular Quantitative Pathology, Stavanger University Hospital, Stavanger 4068, Norway; Dr. Med. Jan Baak AS, Tananger 4056, Norway
| | - Lin Luo
- Jiangsu Yuanchuang Pharmaceutical R&D Co., Ltd., Nanjing 210009, PR China
| | - Yulong Xia
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China
| | - Jie Wang
- Jiangsu Yuanchuang Pharmaceutical R&D Co., Ltd., Nanjing 210009, PR China.
| | - Xue Ke
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China.
| | - Piaoyang Sun
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, PR China; Jiangsu Hengrui Medicine Co., Ltd., Lianyungang 222002, PR China.
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Jiang S, Zhang G, Wang L, Zeng Y, Liu W, Cheng Z. Development of a Two-Compartment System In vitro Dissolution Test and Correlation with In vivo Pharmacokinetic Studies for Celecoxib. AAPS PharmSciTech 2020; 21:59. [PMID: 31912248 DOI: 10.1208/s12249-019-1612-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 12/14/2019] [Indexed: 02/07/2023] Open
Abstract
The objective of this study was to develop a novel open-mode two-compartment system dissolution apparatus to simulate the dissolution and absorption of poorly soluble drugs and to establish an in vitro-in vivo correlation (IVIVC). Celecoxib (CEB) was selected as a model drug, and in vitro dissolution was performed using the novel dissolution apparatus with acetate buffers at pH 4.5 containing Tween 80 (0.15%, w/v), at a flow rate of 30 mL/min and an agitation rate of 50 rpm. Cumulative release of all formulations was incomplete at approximately 70-80%, which likely reflected in vivo dissolution. Corresponding pharmacokinetic studies were performed in which twelve healthy male subjects from two bioequivalence studies received either one immediate release (IR) dose of the test (test 1 or test 2) or the reference formulation (Celebrex®, 200 mg). Individual plasma profiles of the formulations were deconvoluted via the Wanger-Nelson method to obtain the mean absorption fractions. A level A correlation was successfully developed with a good R2. The Weibull equation was used to describe the in vitro dissolution and in vivo absorption kinetics. In vitro dissolution correlated with in vivo absorption was applied successfully to predict the in vivo plasma concentrations-time profiles of the CEB formulations. Compared with conventional methods, the novel dissolution device showed great potential for discriminating the dissolution between formulations and generic drugs, which may provide a tool for making in vivo predictions for next bioequivalence trials.
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Locher K, Borghardt JM, Wachtel H, Schaefer KJ, Wagner KG. Mechanistic study on hydrodynamics in the mini-scale biphasic dissolution model and its influence on in vitro dissolution and partitioning. Eur J Pharm Sci 2018; 124:328-338. [DOI: 10.1016/j.ejps.2018.09.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 07/05/2018] [Accepted: 09/05/2018] [Indexed: 12/20/2022]
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Bioavailability Enhancement of Poorly Water-Soluble Drugs via Nanocomposites: Formulation⁻Processing Aspects and Challenges. Pharmaceutics 2018; 10:pharmaceutics10030086. [PMID: 29986543 PMCID: PMC6160929 DOI: 10.3390/pharmaceutics10030086] [Citation(s) in RCA: 105] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 07/01/2018] [Accepted: 07/01/2018] [Indexed: 11/16/2022] Open
Abstract
Drug nanoparticles embedded in a dispersant matrix as a secondary phase, i.e., drug-laden nanocomposites, offer a versatile delivery platform for enhancing the dissolution rate and bioavailability of poorly water-soluble drugs. Drug nanoparticles are prepared by top-down, bottom-up, or combinative approaches in the form of nanosuspensions, which are subsequently dried to prepare drug-laden nanocomposites. In this comprehensive review paper, the term “nanocomposites” is used in a broad context to cover drug nanoparticle-laden intermediate products in the form of powders, cakes, and extrudates, which can be incorporated into final oral solid dosages via standard pharmaceutical unit operations, as well as drug nanoparticle-laden strip films. The objective of this paper is to review studies from 2012⁻2017 in the field of drug-laden nanocomposites. After a brief overview of the various approaches used for preparing drug nanoparticles, the review covers drying processes and dispersant formulations used for the production of drug-laden nanocomposites, as well as various characterization methods including quiescent and agitated redispersion tests. Traditional dispersants such as soluble polymers, surfactants, other water-soluble dispersants, and water-insoluble dispersants, as well as novel dispersants such as wet-milled superdisintegrants, are covered. They exhibit various functionalities such as drug nanoparticle stabilization, mitigation of aggregation, formation of nanocomposite matrix⁻film, wettability enhancement, and matrix erosion/disintegration. Major challenges such as nanoparticle aggregation and poor redispersibility that cause inferior dissolution performance of the drug-laden nanocomposites are highlighted. Literature data are analyzed in terms of usage frequency of various drying processes and dispersant classes. We provide some engineering considerations in comparing drying processes, which could account for some of the diverging trends in academia vs. industrial practice. Overall, this review provides rationale and guidance for drying process selection and robust nanocomposite formulation development, with insights into the roles of various classes of dispersants.
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Szabó ZI, Foroughbakhshfasaei M, Noszál B, Tóth G. Enantioseparation of racecadotril using polysaccharide-type chiral stationary phases in polar organic mode. Chirality 2017; 30:95-105. [DOI: 10.1002/chir.22772] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 09/13/2017] [Accepted: 09/13/2017] [Indexed: 01/11/2023]
Affiliation(s)
- Zoltán-István Szabó
- Faculty of Pharmacy; University of Medicine and Pharmacy Tîrgu Mureş; Tîrgu Mureş Romania
| | | | - Béla Noszál
- Department of Pharmaceutical Chemistry; Semmelweis University; Budapest Hungary
| | - Gergő Tóth
- Department of Pharmaceutical Chemistry; Semmelweis University; Budapest Hungary
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