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Hládek F, Zůza D, Navrátil O, Tomas J, Zadražil A, Novák V, Štěpánek F. Evaluation of Individual and Crystal Population Dissolution Rates by Time-Resolved X-ray Microtomography. CRYSTAL GROWTH & DESIGN 2024; 24:5468-5477. [PMID: 38983121 PMCID: PMC11228913 DOI: 10.1021/acs.cgd.4c00113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/21/2024] [Accepted: 03/21/2024] [Indexed: 07/11/2024]
Abstract
The intrinsic dissolution rate (IDR) is an important parameter in pharmaceutical science that measures the rate at which a pure crystalline active pharmaceutical ingredient dissolves in the absence of diffusion limitations. Traditional IDR measurement techniques do not capture the complex interplay between particle morphology, fluid flow, and dissolution dynamics. The dissolution rate of individual particles can differ from the population average because of factors such as particle size, surface roughness, or exposure of individual crystal facets to the dissolution medium. The aim of this work was to apply time-resolved X-ray microtomography imaging and simultaneously measure the individual dissolution characteristics of a large population of crystalline particles placed in a packed bed perfused by the dissolution medium. Using NaCl crystals in three different size fractions as a model, time-resolved microtomography made it possible to visualize the dissolution process in a custom-built flow cell. Subsequent 3D image analysis was used to evaluate changes in the shape, size, and surface area of individual particles by tracking them as they are dissolved. Information about the particle population statistics and intrabatch variability provided a deeper insight into the dissolution process that can complement established IDR measurements.
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Affiliation(s)
- Filip Hládek
- Department of Chemical Engineering, University of Chemistry and Technology, Prague, Technická 5, Praha 166 28, Czech Republic
- Zentiva, k.s., U Kabelovny 130, Praha 10 102 00, Czech Republic
| | - David Zůza
- Department of Chemical Engineering, University of Chemistry and Technology, Prague, Technická 5, Praha 166 28, Czech Republic
- Zentiva, k.s., U Kabelovny 130, Praha 10 102 00, Czech Republic
| | - Ondřej Navrátil
- Department of Chemical Engineering, University of Chemistry and Technology, Prague, Technická 5, Praha 166 28, Czech Republic
- Zentiva, k.s., U Kabelovny 130, Praha 10 102 00, Czech Republic
| | - Jan Tomas
- Department of Chemical Engineering, University of Chemistry and Technology, Prague, Technická 5, Praha 166 28, Czech Republic
| | - Aleš Zadražil
- Department of Chemical Engineering, University of Chemistry and Technology, Prague, Technická 5, Praha 166 28, Czech Republic
| | - Vladimír Novák
- Paul Scherrer Institute, Swiss Light Source, Forschungsstrasse 111, Villigen PSI 5232, Switzerland
| | - František Štěpánek
- Department of Chemical Engineering, University of Chemistry and Technology, Prague, Technická 5, Praha 166 28, Czech Republic
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2
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Beran K, Hermans E, Holm R, Sepassi K, Dressman J. Projection of Target Drug Particle Size in Oral Formulations Using the Refined Developability Classification System (rDCS). Pharmaceutics 2023; 15:1909. [PMID: 37514095 PMCID: PMC10385664 DOI: 10.3390/pharmaceutics15071909] [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: 06/10/2023] [Revised: 06/30/2023] [Accepted: 07/03/2023] [Indexed: 07/30/2023] Open
Abstract
Dissolution limitations to oral absorption can occur if the time required for dissolution is longer than the transit time across the small intestine and/or if dissolution is slower than the drug's permeation through the gut wall. These limitations most often occur for poorly soluble drugs. A standard method for overcoming dissolution issues is to reduce the particle size of the (solid) drug. Building on the refined Developability Classification System (rDCS), this work establishes a novel set of equations with which the appropriate degree of particle size reduction needed to mitigate dissolution limitations to absorption can be calculated. According to the type of data available, the appropriate equation(s) for each situation can be applied. Three case examples are used to illustrate implementation of the equations: voriconazole, lemborexant and istradefylline. Although for voriconazole (rDCS Class I) target radius (rtarget) estimates indicate that particle size reduction is unnecessary, for lemborexant (rDCS Class I) a radius of ≤20 µm would be required to improve absorption. For istradefylline (rDCS Class IIb) the rtarget was approximately 12 µm. Results are commensurate with literature information for these three drugs, signaling that the equations are suitable for application to a wide variety of drug substances.
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Affiliation(s)
- Kristian Beran
- Fraunhofer Institute of Translational Medicine and Pharmacology, 60596 Frankfurt am Main, Germany
- Janssen Research & Development, Pharmaceutical & Material Sciences, 2340 Beerse, Belgium
| | - Eline Hermans
- Janssen Research & Development, Pharmaceutical & Material Sciences, 2340 Beerse, Belgium
| | - René Holm
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, 5230 Odense, Denmark
| | - Kia Sepassi
- Janssen Research & Development, Discovery Pharmaceutics, La Jolla, CA 92121, USA
| | - Jennifer Dressman
- Fraunhofer Institute of Translational Medicine and Pharmacology, 60596 Frankfurt am Main, Germany
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3
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Inexpensive and Easy-To-Use Alternative to the Die Holder for Pharmacopoeial Intrinsic Dissolution Tests. J Pharm Sci 2023:S0022-3549(23)00072-2. [PMID: 36863562 DOI: 10.1016/j.xphs.2023.02.020] [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: 11/30/2022] [Revised: 02/23/2023] [Accepted: 02/23/2023] [Indexed: 03/04/2023]
Abstract
The pharmacopoeial test method "Intrinsic Dissolution" (Ph.Eur. 2.9.29) is used to study the rate of dissolution for powders of active pharmaceutical ingredients normalized by the surface area. Therefore, powders are compacted into a special metal die holder, which is immersed into a dissolution vessel of the dissolution test apparatus (described in Ph.Eur. 2.9.3). However, in some cases, the test cannot be performed because the compacted powder would not stay in the die holder when in contact with the dissolution medium. In this study, we investigated the removable adhesive gum (RAG) as an alternative to the official die holder. Intrinsic dissolution tests were carried out to exemplify the use of the RAG for this purpose. As model substances, acyclovir and its co-crystal with glutaric acid were used. The RAG was validated for compatibility, release of extractables, unspecific adsorption and the ability to block drug release through the covered surfaces. The results showed that the RAG leaked no unwanted substances, showed no adsorption of acyclovir and blocked its release from covered surfaces. The intrinsic dissolution tests revealed, as expected, a constant release of drug with a small standard deviation between replicates. It was possible to distinguish the acyclovir release from the co-crystal and from the pure drug compound. In conclusion, the findings of this study suggest to consider removable adhesive gum as an easy-to-use and inexpensive alternative to the compendial die holder in intrinsic dissolution tests.
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4
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Hermans A, Milsmann J, Li H, Jede C, Moir A, Hens B, Morgado J, Wu T, Cohen M. Challenges and Strategies for Solubility Measurements and Dissolution Method Development for Amorphous Solid Dispersion Formulations. AAPS J 2022; 25:11. [PMID: 36513860 DOI: 10.1208/s12248-022-00760-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/05/2022] [Indexed: 12/14/2022] Open
Abstract
This manuscript represents the view of the Dissolution Working Group of the IQ Consortium on the challenges of and recommendations on solubility measurements and development of dissolution methods for immediate release (IR) solid oral dosage forms formulated with amorphous solid dispersions. Nowadays, numerous compounds populate the industrial pipeline as promising drug candidates yet suffer from low aqueous solubility. In the oral drug product development process, solubility along with permeability is a key determinant to assure sufficient drug absorption along the intestinal tract. Formulating the drug candidate as an amorphous solid dispersion (ASD) is one potential option to address this issue. These formulations demonstrate the rapid onset of drug dissolution and can achieve supersaturated concentrations, which poses significant challenges to appropriately characterize solubility and develop quality control dissolution methods. This review strives to categorize the different dissolution and solubility challenges for ASD associated with 3 different topics: (i) definition of solubility and sink conditions for ASD dissolution, (ii) applications and development of non-sink dissolution (according to conventional definition) for ASD formulation screening and QC method development, and (iii) the advantages and disadvantages of using dissolution in detecting crystallinity in ASD formulations. Related to these challenges, successful examples of dissolution experiments in the context of control strategies are shared and may lead as an example for scientific consensus concerning dissolution testing of ASD.
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Affiliation(s)
- Andre Hermans
- Analytical Research and Development, Merck & Co., Inc., Rahway, New Jersey, USA.
| | - Johanna Milsmann
- Analytical Development, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | - Hanlin Li
- Technical Operations, Vertex Pharmaceuticals, Boston, Massachusetts, USA
| | - Christian Jede
- Analytical Development, Chemical and Pharmaceutical Development, Merck KGaA, Frankfurter Str. 250, 64293, Darmstadt, Germany
| | - Andrea Moir
- Oral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, UK
| | - Bart Hens
- Drug Product Design, Pfizer UK, Sandwich, UK
| | | | - Tian Wu
- AffaMed Therapeutics Inc., Sacramento, California, USA
| | - Michael Cohen
- Global Chemistry and Manufacturing Controls, Pfizer, Groton, Connecticut, USA
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5
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Senniksen MB, Christfort JF, Marabini R, Spillum E, Matthews W, Da Vià L, Plum J, Rades T, Müllertz A. Development of a Microgram Scale Video-Microscopic Method to Investigate Dissolution Behavior of Poorly Water-Soluble Drugs. AAPS PharmSciTech 2022; 23:173. [PMID: 35739362 DOI: 10.1208/s12249-022-02322-9] [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: 04/04/2022] [Accepted: 06/07/2022] [Indexed: 11/30/2022] Open
Abstract
Poor aqueous solubility is a common characteristic of new drug candidates, which leads to low or inconsistent oral bioavailability. This has sparked an interest in material efficient testing of solubility and dissolution rate. The aim was to develop a microgram scale video-microscopic method to screen the dissolution rates of poorly water-soluble drugs. This method was applied to six drugs (carvedilol, diazepam, dipyridamole, felodipine, fenofibrate, and indomethacin) in fasted state simulated intestinal fluid (FaSSIF), of indomethacin in buffer with varying pH, and of diazepam and dipyridamole in customized media. An additional aim was to track phase transformations for carbamazepine in FaSSIF. The dissolution rates and particle behavior of the drugs were investigated by tracking particle surface area over time using optical video-microscopy. Applying miniaturized UV spectroscopic dissolution resulted in a similar grouping of dissolution rates and pH effects, as for the video-microscopic setup. Using customized media showed that lysophospholipid enhanced the dissolution rate of diazepam and dipyridamole. The video-microscopic setup allowed for the nucleation of transparent particles on dissolving carbamazepine particles to be tracked over time. The developed setup offers a material efficient screening approach to group drugs according to dissolution rate, where the use of optical microscopy helps to achieve a high sample throughput.
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Affiliation(s)
- Malte Bøgh Senniksen
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100, Copenhagen Ø, Denmark
| | - Juliane Fjelrad Christfort
- Department of Health Technology, Technical University of Denmark, Ørsteds Plads, 2800, Kgs. Lyngby, Denmark
| | | | - Erik Spillum
- BioSense Solutions ApS, Hirsemarken 1, 3520, Farum, Denmark
| | - Wayne Matthews
- GlaxoSmithKline, Pharmaceutical Research and Development, Medicinal Science & Technology Stevenage, Gunnels Wood Road, Stevenage, Herts, SG1 2NY, UK
| | - Luigi Da Vià
- GlaxoSmithKline, Pharmaceutical Research and Development, Medicinal Science & Technology Stevenage, Gunnels Wood Road, Stevenage, Herts, SG1 2NY, UK
| | - Jakob Plum
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100, Copenhagen Ø, Denmark
| | - Thomas Rades
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100, Copenhagen Ø, Denmark
| | - Anette Müllertz
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100, Copenhagen Ø, Denmark. .,Bioneer:FARMA, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen Ø, Denmark.
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6
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Ansari S, Hempel NJ, Asad S, Svedlindh P, Bergström CAS, Löbmann K, Teleki A. Hyperthermia-Induced In Situ Drug Amorphization by Superparamagnetic Nanoparticles in Oral Dosage Forms. ACS APPLIED MATERIALS & INTERFACES 2022; 14:21978-21988. [PMID: 35452221 PMCID: PMC9121342 DOI: 10.1021/acsami.2c03556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 04/12/2022] [Indexed: 06/14/2023]
Abstract
Superparamagnetic iron oxide nanoparticles (SPIONs) generate heat upon exposure to an alternating magnetic field (AMF), which has been studied for hyperthermia treatment and triggered drug release. This study introduces a novel application of magnetic hyperthermia to induce amorphization of a poorly aqueous soluble drug, celecoxib, in situ in tablets for oral administration. Poor aqueous solubility of many drug candidates is a major hurdle in oral drug development. A novel approach to overcome this challenge is in situ amorphization of crystalline drugs. This method facilitates amorphization by molecular dispersion of the drug in a polymeric network inside a tablet, circumventing the physical instability encountered during the manufacturing and storage of conventional amorphous solid dispersions. However, the current shortcomings of this approach include low drug loading, toxicity of excipients, and drug degradation. Here, doped SPIONs produced by flame spray pyrolysis are compacted with polyvinylpyrrolidone and celecoxib and exposed to an AMF in solid state. A design of experiments approach was used to investigate the effects of SPION composition (Zn0.5Fe2.5O4 and Mn0.5Fe2.5O4), doped SPION content (10-20 wt %), drug load (30-50 wt %), and duration of AMF (3-15 min) on the degree of drug amorphization. The degree of amorphization is strongly linked to the maximum tablet temperature achieved during the AMF exposure (r = 0.96), which depends on the SPION composition and content in the tablets. Complete amorphization is achieved with 20 wt % Mn0.5Fe2.5O4 and 30 wt % celecoxib in the tablets that reached the maximum temperature of 165.2 °C after 15 min of AMF exposure. Furthermore, manganese ferrite exhibits no toxicity in human intestinal Caco-2 cell lines. The resulting maximum solubility of in situ amorphized celecoxib is 5 times higher than that of crystalline celecoxib in biorelevant intestinal fluid. This demonstrates the promising capability of SPIONs as enabling excipients to magnetically induce amorphization in situ in oral dosage forms.
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Affiliation(s)
- Shaquib
Rahman Ansari
- Department
of Pharmacy, Science for Life Laboratory, Uppsala University, Uppsala 75123, Sweden
| | | | - Shno Asad
- Department
of Pharmacy, Science for Life Laboratory, Uppsala University, Uppsala 75123, Sweden
| | - Peter Svedlindh
- Department
of Materials Science and Engineering, Uppsala
University, Uppsala 75103, Sweden
| | - Christel A. S. Bergström
- The
Swedish Drug Delivery Center, Department of Pharmacy, Uppsala University, Uppsala 75123, Sweden
| | - Korbinian Löbmann
- Department
of Pharmacy, University of Copenhagen, Copenhagen 2100, Denmark
| | - Alexandra Teleki
- Department
of Pharmacy, Science for Life Laboratory, Uppsala University, Uppsala 75123, Sweden
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7
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Characterizing the Physicochemical Properties of Two Weakly Basic Drugs and the Precipitates Obtained from Biorelevant Media. Pharmaceutics 2022; 14:pharmaceutics14020330. [PMID: 35214062 PMCID: PMC8879660 DOI: 10.3390/pharmaceutics14020330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/19/2022] [Accepted: 01/24/2022] [Indexed: 02/04/2023] Open
Abstract
Generally, some weakly basic insoluble drugs will undergo precipitate and redissolution after emptying from the stomach to the small intestinal, resulting in the limited ability to predict the absorption characteristics of compounds in advance. Absorption is determined by the solubility and permeability of compounds, which are related to physicochemical properties, while knowledge about the absorption of redissolved precipitate is poorly documented. Considering that biorelevant media have been widely used to simulate gastrointestinal fluids, sufficient precipitates can be obtained in biorelevant media in vitro. Herein, the purpose of this manuscript is to evaluate the physicochemical properties of precipitates obtained from biorelevant media and active pharmaceutical ingredients (API), and then to explore the potential absorption difference between API and precipitates. Precipitates can be formed by the interaction between compounds and intestinal fluid contents, leading to changes in the crystal structure, melting point, and melting process. However, the newly formed crystals have some advantageous properties compared with the API, such as the improved dissolved rate and the increased intrinsic dissolution rate. Additionally, the permeability of some precipitates obtained from biorelevant media was different from API. Meanwhile, the permeability of rivaroxaban and Drug-A was decreased by 1.92-fold and 3.53-fold, respectively, when the experiments were performed in a biorelevant medium instead of a traditional medium. Therefore, the absorption of precipitate may differ from that of API, and the permeability assay in traditional medium may be overestimated. Based on the research results, it is crucial to understand the physicochemical properties of precipitates and API, which can be used as the departure point to improve the prediction performance of absorption.
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8
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Vertzoni M, Alsenz J, Augustijns P, Bauer-Brandl A, Bergström C, Brouwers J, Müllerz A, Perlovich G, Saal C, Sugano K, Reppas C. UNGAP best practice for improving solubility data quality of orally administered drugs. Eur J Pharm Sci 2021; 168:106043. [PMID: 34662708 DOI: 10.1016/j.ejps.2021.106043] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 10/11/2021] [Accepted: 10/13/2021] [Indexed: 11/03/2022]
Abstract
An important goal of the European Cooperation in Science and Technology (COST) Action UNGAP (UNderstanding Gastrointestinal Absorption-related Processes, www.ungap.eu) is to improve standardization of methods relating to the study of oral drug absorption. Solubility is a general term that refers to the maximum achievable concentration of a compound dissolved in a liquid medium. For orally administered drugs, relevant information on drug properties is crucial during drug (product) development and at the regulatory level. Collection of reliable and reproducible solubility data requires careful application and understanding of the limitations of the selected experimental method. In addition, the purity of a compound and its solid state form, as well as experimental parameters such as temperature of experimentation, media related factors, and sample handling procedures can affect data quality. In this paper, an international consensus developed by the COST UNGAP network on recommendations for collecting high quality solubility data for the development of orally administered drugs is proposed.
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Affiliation(s)
- M Vertzoni
- National and Kapodistrian University of Athens, Department of Pharmacy, Zografou, Greece
| | - J Alsenz
- Roche Pharmaceutical Research & Early Development, Basel, Switzerland
| | - P Augustijns
- KU Leuven, Drug Delivery and Disposition, Leuven, Belgium
| | - A Bauer-Brandl
- University of Southern Denmark, Department of Physics Chemistry and Pharmacy, Odense, Denmark
| | - Cas Bergström
- Uppsala University, Department of Pharmacy, Uppsala, Sweden
| | - J Brouwers
- KU Leuven, Drug Delivery and Disposition, Leuven, Belgium
| | - A Müllerz
- University of Copenhagen, Department of Pharmacy, Copenhagen, Denmark
| | - G Perlovich
- The Russian Academy of Sciences, Institute of Solution Chemistry, Department of Physical Chemistry of Drugs, Ivanovo, Russia
| | - C Saal
- Merck KGaA, Analytics Healthcare, Darmstadt, Germany
| | - K Sugano
- Ritsumeikan University, College of Pharmaceutical Sciences, Kusatsu, Japan
| | - C Reppas
- National and Kapodistrian University of Athens, Department of Pharmacy, Zografou, Greece.
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9
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Brown B, Ward A, Fazili Z, Østergaard J, Asare-Addo K. Application of UV dissolution imaging to pharmaceutical systems. Adv Drug Deliv Rev 2021; 177:113949. [PMID: 34461199 DOI: 10.1016/j.addr.2021.113949] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 08/11/2021] [Accepted: 08/23/2021] [Indexed: 12/19/2022]
Abstract
UV-vis spectrometry is widely used in the pharmaceutical sciences for compound quantification, alone or in conjunction with separation techniques, due to most drug entities possessing a chromophore absorbing light in the range 190-800 nm. UV dissolution imaging, the scope of this review, generates spatially and temporally resolved absorbance maps by exploiting the UV absorbance of the analyte. This review aims to give an introduction to UV dissolution imaging and its use in the determination of intrinsic dissolution rates and drug release from whole dosage forms. Applications of UV imaging to non-oral formulations have started to emerge and are reviewed together with the possibility of utilizing UV imaging for physical chemical characterisation of drug substances. The benefits of imaging drug diffusion and transport processes are also discussed.
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10
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Determination of Intrinsic Drug Dissolution and Solute Effective Transport Rate during Laminar Fluid Flow at Different Velocities. Pharmaceutics 2021; 13:pharmaceutics13060835. [PMID: 34199985 PMCID: PMC8227266 DOI: 10.3390/pharmaceutics13060835] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 05/28/2021] [Accepted: 06/01/2021] [Indexed: 12/04/2022] Open
Abstract
The objective of this study was to determine the intrinsic drug dissolution rate (IDR) and the solute effective transport rate of some drugs, using a single particle dissolution technique, satisfying qualified dissolution conditions. The IDR of three poorly water-soluble compounds was measured in milli-Q water using four different fluid velocities. The enveloped surface area of the particles was calculated from the projected area and the perimeter of the particle observed in the microscope. Furthermore, computational fluid dynamics (CFD) simulations were used to theoretically investigate the flow conditions and dissolution rate, comparing box shaped particles and spherical particles with similar dimensions and surface area as the particles used the experiments. In this study, the IDR measurement of the single particles was determined within 5–60 min using particles with an initial projected area diameter (Dp) between 37.5–104.6 µm. The micropipette-assisted microscopy technique showed a good reproducibility between individual measurements, and the CFD simulations indicated a laminar flow around the particles at all flow velocities, even though there were evident differences in local particle dissolution rates. In conclusion, the IDR and solute effective transport rate were determined under well-defined fluid flow conditions. This type of approach can be used as a complementary approach to traditional dissolution studies to gain in-depth insights into the dissolution process of drug particles.
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11
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Dahlgren D, Venczel M, Ridoux JP, Skjöld C, Müllertz A, Holm R, Augustijns P, Hellström PM, Lennernäs H. Fasted and fed state human duodenal fluids: Characterization, drug solubility, and comparison to simulated fluids and with human bioavailability. Eur J Pharm Biopharm 2021; 163:240-251. [PMID: 33872761 DOI: 10.1016/j.ejpb.2021.04.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 04/01/2021] [Accepted: 04/05/2021] [Indexed: 12/16/2022]
Abstract
Accurate in vivo predictions of intestinal absorption of low solubility drugs require knowing their solubility in physiologically relevant dissolution media. Aspirated human intestinal fluids (HIF) are the gold standard, followed by simulated intestinal HIF in the fasted and fed state (FaSSIF/FeSSIF). However, current HIF characterization data vary, and there is also some controversy regarding the accuracy of FaSSIF and FeSSIF for predicting drug solubility in HIF. This study aimed at characterizing fasted and fed state duodenal HIF from 16 human volunteers with respect to pH, buffer capacity, osmolarity, surface tension, as well as protein, phospholipid, and bile salt content. The fasted and fed state HIF samples were further used to investigate the equilibrium solubility of 17 representative low-solubility small-molecule drugs, six of which were confidential industry compounds and 11 were known and characterized regarding chemical diversity. These solubility values were then compared to reported solubility values in fasted and fed state HIF, FaSSIF and FeSSIF, as well as with their human bioavailability for both states. The HIF compositions corresponded well to previously reported values and current FaSSIF and FeSSIF compositions. The drug solubility values in HIF (both fasted and fed states) were also well in line with reported solubility data for HIF, as well as simulated FaSSIF and FeSSIF. This indicates that the in vivo conditions in the proximal small intestine are well represented by simulated intestinal fluids in both composition and drug equilibrium solubility. However, increased drug solubility in the fed vs. fasted states in HIF did not correlate with the human bioavailability changes of the same drugs following oral administration in either state.
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Affiliation(s)
- D Dahlgren
- Department of Pharmaceutical Biosciences, Biopharmaceutics, Uppsala University, Sweden
| | - M Venczel
- Global CMC Development Sanofi, Frankfurt, Germany; Global CMC Development Sanofi, Vitry, France
| | - J-P Ridoux
- Global CMC Development Sanofi, Frankfurt, Germany; Global CMC Development Sanofi, Vitry, France
| | - C Skjöld
- Department of Pharmaceutical Biosciences, Biopharmaceutics, Uppsala University, Sweden
| | - A Müllertz
- Physiological Pharmaceutics, University of Copenhagen, Copenhagen, Denmark
| | - R Holm
- Drug Product Development, Janssen R&D, Johnson & Johnson, Beerse, Belgium
| | - P Augustijns
- Drug Delivery and Disposition, KU Leuven, Leuven, Belgium
| | - P M Hellström
- Department of Medical Sciences, Gastroenterology/Hepatology, Uppsala University, Sweden
| | - H Lennernäs
- Department of Pharmaceutical Biosciences, Biopharmaceutics, Uppsala University, Sweden.
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12
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An investigation of drug compact topography as relates to intrinsic dissolution rates determined by dissolution imaging. J Drug Deliv Sci Technol 2021. [DOI: 10.1016/j.jddst.2020.102143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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13
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Matsumura N, Ono A, Akiyama Y, Fujita T, Sugano K. Bottom-Up Physiologically Based Oral Absorption Modeling of Free Weak Base Drugs. Pharmaceutics 2020; 12:E844. [PMID: 32899235 PMCID: PMC7558956 DOI: 10.3390/pharmaceutics12090844] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 08/24/2020] [Accepted: 08/27/2020] [Indexed: 12/20/2022] Open
Abstract
In this study, we systematically evaluated "bottom-up" physiologically based oral absorption modeling, focusing on free weak base drugs. The gastrointestinal unified theoretical framework (the GUT framework) was employed as a simple and transparent model. The oral absorption of poorly soluble free weak base drugs is affected by gastric pH. Alternation of bulk and solid surface pH by dissolving drug substances was considered in the model. Simple physicochemical properties such as pKa, the intrinsic solubility, and the bile micelle partition coefficient were used as input parameters. The fraction of a dose absorbed (Fa) in vivo was obtained by reanalyzing the pharmacokinetic data in the literature (15 drugs, a total of 85 Fa data). The AUC ratio with/without a gastric acid-reducing agent (AUCr) was collected from the literature (22 data). When gastric dissolution was neglected, Fa was underestimated (absolute average fold error (AAFE) = 1.85, average fold error (AFE) = 0.64). By considering gastric dissolution, predictability was improved (AAFE = 1.40, AFE = 1.04). AUCr was also appropriately predicted (AAFE = 1.54, AFE = 1.04). The Fa values of several drugs were slightly overestimated (less than 1.7-fold), probably due to neglecting particle growth in the small intestine. This modeling strategy will be of great importance for drug discovery and development.
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Affiliation(s)
- Naoya Matsumura
- Minase Research Institute, Ono Pharmaceutical Co., Ltd., 3-1-1 Sakurai, Shimamoto-cho, Mishima-gun, Osaka 618-8585, Japan
| | - Asami Ono
- Laboratory for Chemistry, Manufacturing, and Control, Pharmaceuticals Production & Technology Center, Asahi Kasei Pharma Corporation, 632-1 Mifuku, Izunokuni, Shizuoka 410-2321, Japan;
| | - Yoshiyuki Akiyama
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1 Murasaki-cho, Takatsuki, Osaka 569-1125, Japan;
| | - Takuya Fujita
- Laboratory of Molecular Pharmacokinetics, College of Pharmaceutical Sciences, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga 525-8577, Japan;
| | - Kiyohiko Sugano
- Molecular Pharmaceutics Lab., College of Pharmaceutical Sciences, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga 525-8577, Japan;
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14
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Comparison of induction methods for supersaturation: Amorphous dissolution versus solvent shift. Eur J Pharm Biopharm 2020; 152:35-43. [DOI: 10.1016/j.ejpb.2020.04.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 04/15/2020] [Accepted: 04/23/2020] [Indexed: 11/18/2022]
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15
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Six years of progress in the oral biopharmaceutics area – A summary from the IMI OrBiTo project. Eur J Pharm Biopharm 2020; 152:236-247. [DOI: 10.1016/j.ejpb.2020.05.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 05/10/2020] [Indexed: 12/18/2022]
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16
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Intrinsic Dissolution Rate Profiling of Poorly Water-Soluble Compounds in Biorelevant Dissolution Media. Pharmaceutics 2020; 12:pharmaceutics12060493. [PMID: 32481718 PMCID: PMC7356998 DOI: 10.3390/pharmaceutics12060493] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 05/23/2020] [Accepted: 05/25/2020] [Indexed: 12/31/2022] Open
Abstract
The intrinsic dissolution rate (IDR) of active pharmaceutical ingredients (API) is a key property that aids in early drug development, especially selecting formulation strategies to improve dissolution and thereby drug absorption in the intestine. Here, we developed a robust method for rapid, medium throughput screening of IDR and established the largest IDR dataset in open literature to date that can be used for pharmaceutical computational modeling. Eighteen compounds with diverse physicochemical properties were studied in both fasted and fed state simulated intestinal fluids. Dissolution profiles were measured in small-scale experimental assays using compound suspensions or discs. IDR measurements were not solely linked to API solubility in either dissolution media. Multivariate data analysis revealed that IDR strongly depends on compound partitioning into bile salt and phospholipid micelles in the simulated intestinal fluids, a process that in turn is governed by API lipophilicity, hydrophobicity, and ionization.
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17
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Etherson K, Dunn C, Matthews W, Pamelund H, Barragat C, Sanderson N, Izumi T, Mathews CDC, Halbert G, Wilson C, McAllister M, Mann J, Østergaard J, Butler J, Khadra I. An interlaboratory investigation of intrinsic dissolution rate determination using surface dissolution. Eur J Pharm Biopharm 2020; 150:24-32. [PMID: 32061919 DOI: 10.1016/j.ejpb.2020.02.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 01/20/2020] [Accepted: 02/11/2020] [Indexed: 12/17/2022]
Abstract
The purpose of this study was to conduct an interlaboratory ring-study, with six partners (academic and industrial), investigating the measurement of intrinsic dissolution rate (IDR) using surface dissolution imaging (SDI) equipment. Measurement of IDR is important in pharmaceutical research as it provides characterising information on drugs and their formulations. This work allowed us to assess the SDI's interlaboratory performance for measuring IDR using a defined standard operating procedure (see supporting information) and six drugs assigned as low (tadalafil, bromocriptine mesylate), medium (carvedilol, indomethacin) and high (ibuprofen, valsartan) solubility compounds. Fasted State Simulated Intestinal Fluid (FaSSIF) and blank FaSSIF (without sodium taurocholate and lecithin) (pH 6.5) were used as media. Using the standardised protocol an IDR value was obtained for all compounds and the results show that the overall IDR rank order matched the solubility rank order. Interlaboratory variability was also examined and it was observed that the variability for lower solubility compounds was higher, coefficient of variation >50%, than for intermediate and high solubility compounds, with the exception of indomethacin in FaSSIF medium. Inter laboratory variability is a useful descriptor for understanding the robustness of the protocol and the system variability. On comparison to another published small-scale IDR study the rank ordering with respect to dissolution rate is identical except for the high solubility compounds. This results indicates that the SDI robustly measures IDR however, no recommendation on the use of one small scale method over the other is made.
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Affiliation(s)
- Kelly Etherson
- Product Development & Supply, GlaxoSmithKline R&D, Ware, UK
| | - Claire Dunn
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
| | - Wayne Matthews
- Product Development & Supply, GlaxoSmithKline R&D, Stevenage, UK
| | - Henrik Pamelund
- Product Development & Supply, GlaxoSmithKline R&D, Stevenage, UK; Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | - Camille Barragat
- Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | - Natalie Sanderson
- Pharmaceutical Technology & Development, AstraZeneca, Macclesfield, UK
| | - Toshiko Izumi
- Drug Product Design, Pharmaceutical Sciences, Pfizer Ltd., Sandwich, UK
| | | | - Gavin Halbert
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
| | - Clive Wilson
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
| | - Mark McAllister
- Drug Product Design, Pharmaceutical Sciences, Pfizer Ltd., Sandwich, UK
| | - James Mann
- Pharmaceutical Technology & Development, AstraZeneca, Macclesfield, UK
| | - Jesper Østergaard
- Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | - James Butler
- Product Development & Supply, GlaxoSmithKline R&D, Ware, UK
| | - Ibrahim Khadra
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK.
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18
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Alvebratt C, Keemink J, Edueng K, Cheung O, Strømme M, Bergström CA. An in vitro dissolution–digestion–permeation assay for the study of advanced drug delivery systems. Eur J Pharm Biopharm 2020; 149:21-29. [DOI: 10.1016/j.ejpb.2020.01.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 01/14/2020] [Accepted: 01/20/2020] [Indexed: 12/15/2022]
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19
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D S, Muthudoss P, Khullar P, A RV. Micronization and Agglomeration: Understanding the Impact of API Particle Properties on Dissolution and Permeability Using Solid State and Biopharmaceutical “Toolbox”. J Pharm Innov 2020. [DOI: 10.1007/s12247-019-09424-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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20
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Rat intestinal drug permeability: A status report and summary of repeated determinations. Eur J Pharm Biopharm 2019; 142:364-376. [DOI: 10.1016/j.ejpb.2019.07.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 06/28/2019] [Accepted: 07/04/2019] [Indexed: 12/28/2022]
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21
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Zane P, Gieschen H, Kersten E, Mathias N, Ollier C, Johansson P, Van den Bergh A, Van Hemelryck S, Reichel A, Rotgeri A, Schäfer K, Müllertz A, Langguth P. In vivo models and decision trees for formulation development in early drug development: A review of current practices and recommendations for biopharmaceutical development. Eur J Pharm Biopharm 2019; 142:222-231. [PMID: 31233862 DOI: 10.1016/j.ejpb.2019.06.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 06/04/2019] [Accepted: 06/11/2019] [Indexed: 12/27/2022]
Abstract
The ability to predict new chemical entity performance using in vivo animal models has been under investigation for more than two decades. Pharmaceutical companies use their own strategies to make decisions on the most appropriate formulation starting early in development. In this paper the biopharmaceutical decision trees available in four EFPIA partners (Bayer, Boehringer Ingelheim, Bristol Meyers Squibb and Janssen) were discussed by 7 companies of which 4 had no decision tree currently defined. The strengths, weaknesses and opportunities for improvement are discussed for each decision tree. Both pharmacokineticists and preformulation scientists at the drug discovery & development interface responsible for lead optimization and candidate selection contributed to an overall picture of how formulation decisions are progressed. A small data set containing compound information from the database designed for the IMI funded OrBiTo project is examined for interrelationships between measured physicochemical, dissolution and relative bioavailability parameters. In vivo behavior of the drug substance and its formulation in First in human (FIH) studies cannot always be well predicted from in vitro and/or in silico tools alone at the time of selection of a new chemical entity (NCE). Early identification of the risks, challenges and strategies to prepare for formulations that provide sufficient preclinical exposure in animal toxicology studies and in FIH clinical trials is needed and represents an essential part of the IMI funded OrBiTo project. This article offers a perspective on the use of in vivo models and biopharmaceutical decision trees in the development of new oral drug products.
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Affiliation(s)
- P Zane
- Sanofi U.S., 55 Corporate Drive, Bridgewater, NJ 08807, United States.
| | - H Gieschen
- Bayer AG, Research & Development, Pharmaceuticals, Müllerstraße 178, 13353 Berlin, Germany
| | - E Kersten
- Bayer AG, Research & Development, Pharmaceuticals, Early Formulation Development preD3, Aprather Weg 18a, 42113 Wuppertal, Germany
| | - N Mathias
- Bristol Myers Squibb, 3551 Lawrenceville Princeton, Lawrence Township, NJ 08648, United States
| | - C Ollier
- Sanofi Montpellier, Rue Blayac, Montpellier, France
| | - P Johansson
- AstraZeneca R&D, Sweden AstraZeneca R&D, Molndal, Pepparedsleden 1, 43183 Molndal, Sweden
| | - A Van den Bergh
- Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - S Van Hemelryck
- Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - A Reichel
- Bayer AG, Research & Development, Pharmaceuticals, Müllerstraße 178, 13353 Berlin, Germany
| | - A Rotgeri
- Bayer AG, Research & Development, Pharmaceuticals, Müllerstraße 178, 13353 Berlin, Germany
| | - K Schäfer
- Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Str. 65, Biberach an der Riss 88397, Germany
| | - A Müllertz
- Pharmaceutical Design and Drug Delivery, Copenhagen University, Universitetsparken 2, Copenhagen 2100 Ø, Denmark
| | - P Langguth
- Department of Pharmaceutical Technology and Biopharmaceutics, Johannes Gutenberg University Mainz, Staudinger Weg 5, Mainz D-55099, Germany
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22
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Biorelevant intrinsic dissolution profiling in early drug development: Fundamental, methodological, and industrial aspects. Eur J Pharm Biopharm 2019; 139:101-114. [PMID: 30862481 DOI: 10.1016/j.ejpb.2019.03.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2018] [Revised: 02/07/2019] [Accepted: 03/08/2019] [Indexed: 01/24/2023]
Abstract
Intrinsic dissolution rate (IDR) is the surface specific dissolution rate of a drug. In early drug development, this property (among other parameters) is measured in order to compare different polymorphs and salt forms, guide formulation decisions, and to provide a quality marker of the active pharmaceutical ingredient (API) during production. In this review, an update on different methods and small-scale techniques that have recently evolved for determination of IDR is provided. The importance of biorelevant media and the hydrodynamic conditions of dissolution are also discussed. Different preparation techniques for samples are presented with a focus on disc, particle- and crystal-based methods. A number of small-scale techniques are then described in detail, and their applicability domains are identified. Finally, an updated industrial perspective is provided about IDR's place in the early drug development process.
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23
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Alvebratt C, Cheung O, Strømme M, Bergström CAS. A Modified In Situ Method to Determine Release from a Complex Drug Carrier in Particle-Rich Suspensions. AAPS PharmSciTech 2018; 19:2859-2865. [PMID: 29876792 DOI: 10.1208/s12249-018-1024-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Accepted: 04/13/2018] [Indexed: 11/30/2022] Open
Abstract
Effective and compound-sparing methods to evaluate promising drug delivery systems are a prerequisite for successful selection of formulations in early development stages. The aim of the study was to develop a small-scale in situ method to determine drug release and supersaturation in highly concentrated suspensions of enabling formulations. Mesoporous magnesium carbonate (MMC), which delivers the drug in an amorphous form, was selected as a drug carrier. Five model compounds were loaded into the MMC at a 1:10 ratio using a solvent evaporation technique. The μDiss Profiler was used to study the drug release from MMC in fasted-state simulated intestinal fluid. To avoid extensive light scattering previously seen in particle-rich suspensions in the μDiss Profiler, an in-house-designed protective nylon filter was placed on the in situ UV probes. Three types of release experiments were conducted for each compound: micronized crystalline drug with MMC present, drug-loaded MMC, and drug-loaded MMC with 0.01% w/w hydroxypropyl methyl cellulose. The nylon filters effectively diminished interference with the UV absorption; however, the release profiles obtained were heavily compound dependent. For one of the compounds, changes in the UV spectra were detected during the release from the MMC, and these were consistent with degradation of the compound. To conclude, the addition of protective nylon filters to the probes of the μDiss Profiler is a useful contribution to the method, making evaluations of particle-rich suspensions feasible. The method is a valuable addition to the current ones, allowing for fast and effective evaluation of advanced drug delivery systems.
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24
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A Refined Developability Classification System. J Pharm Sci 2018; 107:2020-2032. [DOI: 10.1016/j.xphs.2018.03.030] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 03/09/2018] [Accepted: 03/27/2018] [Indexed: 11/15/2022]
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25
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Jede C, Wagner C, Kubas H, Weber C, Weitschies W. In-line derivative spectroscopy as a promising application to a small-scale in vitro transfer model in biorelevant supersaturation and precipitation testing. J Pharm Pharmacol 2018; 70:1315-1323. [DOI: 10.1111/jphp.12991] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 07/07/2018] [Indexed: 11/29/2022]
Abstract
Abstract
Objectives
Dissolution testing of poorly soluble and precipitating drugs is of great importance for pharmaceutical industry. As offline HPLC analytics is time-consuming and labour-intensive, the development of suitable in-line analytics to measure drug concentration allows better predictions of drug dissolution and precipitation. The purpose of this study was to develop an in-line derivative spectroscopic method which facilitates drug concentration measurements in suspensions without additional sample preparation.
Methods
Solubility, dissolution and precipitation of ketoconazole were analysed using derivative spectroscopy and HPLC.
Key findings
Results of solubility and dissolution experiments were highly comparable. Due to higher sampling frequency and lack of sample preparations, supersaturation in a pH-shift experiment was more accurately captured by UV in-line analytics. The application of a prefiltration step and flow-through cuvettes facilitates implementation of in-line derivative spectroscopy into an in vitro transfer model with changing UV-active media and high supersaturation in highly turbid samples.
Conclusions
Although the application of derivative spectroscopy has been described previously, the approach described herein is novel and well-suited for the application in an automated in vitro transfer model. Moreover, it represents a promising tool for drug substance characterisation, candidate selection and formulation development.
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Affiliation(s)
- Christian Jede
- Department of Biopharmaceutics and Pharmaceutical Technology, Institute of Pharmacy, University of Greifswald, Greifswald, Germany
- Department of Pharmaceutical Technologies, Chemical and Pharmaceutical Development, Merck KGaA, Darmstadt, Germany
| | - Christian Wagner
- Department of Pharmaceutical Technologies, Chemical and Pharmaceutical Development, Merck KGaA, Darmstadt, Germany
| | - Holger Kubas
- Department of Pharmaceutical Technologies, Chemical and Pharmaceutical Development, Merck KGaA, Darmstadt, Germany
| | - Christian Weber
- Project and Dossier Leadership, Chemical and Pharmaceutical Development, Merck KGaA, Darmstadt, Germany
| | - Werner Weitschies
- Department of Biopharmaceutics and Pharmaceutical Technology, Institute of Pharmacy, University of Greifswald, Greifswald, Germany
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26
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Könczöl Á, Dargó G. Brief overview of solubility methods: Recent trends in equilibrium solubility measurement and predictive models. DRUG DISCOVERY TODAY. TECHNOLOGIES 2018; 27:3-10. [PMID: 30103861 DOI: 10.1016/j.ddtec.2018.06.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 05/31/2018] [Accepted: 06/03/2018] [Indexed: 06/08/2023]
Abstract
Solubility is a crucial physicochemical parameter affecting the whole process of drug discovery and development. Thus, understanding of the methods and concepts to measure and predict this propensity are of utmost importance for the pharmaceutical scientist. Despite their inherent limitations, kinetic solubility screening methods became routine assays by mimicking bioassay conditions and guiding the lead optimization process. In contrast, thermodynamic solubility methods show a clear evolution: miniaturized high throughput assays coupled to analytical techniques such as solid-state characterization, ultra performance liquid chromatography, or polychromatic turbidimetry, have been developed, thereby enabling a more complex physicochemical profiling at the early discovery stage. Solubility prediction still poses a significant challenge at the industrial level. Classification and critical evaluation of recent in silico models are provided. Discussion of experimental and computational methods: was based on relevant industrial references.
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Affiliation(s)
- Árpád Könczöl
- Compound Profiling Laboratory, Gedeon Richter Plc., H-1475 Budapest, Hungary.
| | - Gergő Dargó
- Compound Profiling Laboratory, Gedeon Richter Plc., H-1475 Budapest, Hungary; Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rakpart 3, H-1111 Budapest, Hungary
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27
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Sou T, Bergström CAS. Automated assays for thermodynamic (equilibrium) solubility determination. DRUG DISCOVERY TODAY. TECHNOLOGIES 2018; 27:11-19. [PMID: 30103859 DOI: 10.1016/j.ddtec.2018.04.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 04/26/2018] [Accepted: 04/27/2018] [Indexed: 06/08/2023]
Abstract
Solubility is a crucial physicochemical property for drug candidates and is important in both drug discovery and development. Poor solubility is detrimental to absorption after oral administration and can mask compound activity in bioassays in various ways. Hence, solubility liabilities should ideally be identified as early as possible in the drug development process. With the increasing number of compounds as potential drug candidates, automated thermodynamic solubility assays for high throughput screening enabling rapid evaluation of a large number of compounds are becoming increasingly important. This review discusses the current status of the most widely used automated assays for thermodynamic solubility, followed by recent high throughput measurements of properties related to solubility (e.g. dissolution rate and supersaturation) and a brief overview of predictive computational methods for thermodynamic solubility reported in the literature.
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Affiliation(s)
- Tomás Sou
- Department of Pharmacy, Uppsala University, BMC P.O. Box 580, SE-751 23 Uppsala, Sweden
| | - Christel A S Bergström
- Department of Pharmacy, Uppsala University, BMC P.O. Box 580, SE-751 23 Uppsala, Sweden.
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28
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He Y, Orton E, Yang D. The Selection of a Pharmaceutical Salt—The Effect of the Acidity of the Counterion on Its Solubility and Potential Biopharmaceutical Performance. J Pharm Sci 2018; 107:419-425. [DOI: 10.1016/j.xphs.2017.10.032] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Revised: 10/04/2017] [Accepted: 10/20/2017] [Indexed: 10/18/2022]
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29
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Johansson KE, Plum J, Mosleh M, Madsen CM, Rades T, Müllertz A. Characterization of the Hydrodynamics in a Miniaturized Dissolution Apparatus. J Pharm Sci 2017; 107:1095-1103. [PMID: 29233728 DOI: 10.1016/j.xphs.2017.11.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 10/31/2017] [Accepted: 11/28/2017] [Indexed: 11/30/2022]
Abstract
The hydrodynamics of a miniaturized dissolution apparatus was characterized using computational fluid dynamics simulations and analyzed in relation to the biorelevance and robustness of measurements of drug dissolution and precipitation kinetics from supersaturated drug solutions. The effect of using 3 different agitator geometries operated at 50, 100, 150, and 200 rpm as well as different positioning of an UV probe in the vessel was systematically evaluated. The computational fluid dynamics simulations were validated using a particle streak velocimetry experiment. The results show that the choice of agitator geometry influences the hydrodynamics of the system and indicates that an off-center probe position may result in more robust measurements. Furthermore, the study shows that the agitator geometry has a significant effect on supersaturation studies due to differences in the hydrodynamic shear produced by the agitator.
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Affiliation(s)
- Kristoffer E Johansson
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark.
| | - Jakob Plum
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Majid Mosleh
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Cecilie M Madsen
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Thomas Rades
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Anette Müllertz
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark; Bioneer:FARMA, Universitetsparken 2, DK-2100 Copenhagen, Denmark
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30
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Plum J, Madsen CM, Teleki A, Bevernage J, da Costa Mathews C, Karlsson EM, Carlert S, Holm R, Müller T, Matthews W, Sayers A, Ojala K, Tsinsman K, Lingamaneni R, Bergström CAS, Rades T, Müllertz A. Investigation of the Intra- and Interlaboratory Reproducibility of a Small Scale Standardized Supersaturation and Precipitation Method. Mol Pharm 2017; 14:4161-4169. [DOI: 10.1021/acs.molpharmaceut.7b00419] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Jakob Plum
- Department
of Pharmacy, University of Copenhagen, DK-2100 Copenhagen, Denmark
| | - Cecilie M Madsen
- Department
of Pharmacy, University of Copenhagen, DK-2100 Copenhagen, Denmark
- Analytical
Research and Development, H.Lundbeck A/S, Ottiliavej 9, DK-2500 Valby, Denmark
| | - Alexandra Teleki
- Department
of Pharmacy, Uppsala University, SE-751 23 Uppsala, Sweden
| | - Jan Bevernage
- Pharmaceutical Sciences, Janssen Pharmaceutica, Johnson & Johnson, Turnhoutseweg 30, 2340 Beerse, Belgium
| | | | - Eva M Karlsson
- Pharmaceutical Technology & Development, AstraZeneca R&D, 431 50 Mölndal, Sweden
| | - Sara Carlert
- Pharmaceutical Sciences, AstraZeneca R&D, 431 50 Mölndal, Sweden
| | - Rene Holm
- Biologics
and Pharmaceutical Sciences, H.Lundbeck A/S, Ottiliavej 9, DK-2500 Valby, Denmark
| | - Thomas Müller
- AbbVie Deutschland GmbH & Co. KG, Knollstraße, Ludwigshafen 67061, Germany
| | - Wayne Matthews
- Product Development, GlaxoSmithKline R&D, Stevenage SG1 2NY, United Kingdom
| | - Alice Sayers
- Product Development, GlaxoSmithKline R&D, Stevenage SG1 2NY, United Kingdom
| | | | | | | | | | - Thomas Rades
- Department
of Pharmacy, University of Copenhagen, DK-2100 Copenhagen, Denmark
| | - Anette Müllertz
- Department
of Pharmacy, University of Copenhagen, DK-2100 Copenhagen, Denmark
- Bioneer:FARMA, University of Copenhagen, DK-2100 Copenhagen, Denmark
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31
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Østergaard J. UV imaging in pharmaceutical analysis. J Pharm Biomed Anal 2017; 147:140-148. [PMID: 28797957 DOI: 10.1016/j.jpba.2017.07.055] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2017] [Revised: 07/30/2017] [Accepted: 07/31/2017] [Indexed: 12/12/2022]
Abstract
UV imaging provides spatially and temporally resolved absorbance measurements, which are highly useful in pharmaceutical analysis. Commercial UV imaging instrumentation was originally developed as a detector for separation sciences, but the main use is in the area of in vitro dissolution and release testing studies. The review covers the basic principles of the technology and summarizes the main applications in relation to intrinsic dissolution rate determination, excipient compatibility studies and in vitro release characterization of drug substances and vehicles intended for parenteral administration. UV imaging has potential for providing new insights to drug dissolution and release processes in formulation development by real-time monitoring of swelling, precipitation, diffusion and partitioning phenomena. Limitations of current instrumentation are discussed and a perspective to new developments and opportunities given as new instrumentation is emerging.
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Affiliation(s)
- Jesper Østergaard
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark.
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32
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Andersson SBE, Alvebratt C, Bergström CAS. Controlled Suspensions Enable Rapid Determinations of Intrinsic Dissolution Rate and Apparent Solubility of Poorly Water-Soluble Compounds. Pharm Res 2017. [PMID: 28620887 PMCID: PMC5533823 DOI: 10.1007/s11095-017-2188-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Purpose To develop a small-scale set-up to rapidly and accurately determine the intrinsic dissolution rate (IDR) and apparent solubility of poorly water-soluble compounds. Methods The IDR and apparent solubility (Sapp) were measured in fasted state simulated intestinal fluid (FaSSIF) for six model compounds using wet-milled controlled suspensions (1.0% (w/w) PVP and 0.2% (w/w) SDS) and the μDISS Profiler. Particle size distribution was measured using a Zetasizer and the total surface area was calculated making use of the density of the compound. Powder and disc dissolution were performed and compared to the IDR of the controlled suspensions. Results The IDR values obtained from the controlled suspensions were in excellent agreement with IDR from disc measurements. The method used low amount of compound (μg-scale) and the experiments were completed within a few minutes. The IDR values ranged from 0.2–70.6 μg/min/cm2 and the IDR/Sapp ratio ranged from 0.015 to 0.23. This ratio was used to indicate particle size sensitivity on intestinal concentrations reached for poorly water-soluble compounds. Conclusions The established method is a new, desirable tool that provides the means for rapid and highly accurate measurements of the IDR and apparent solubility in biorelevant dissolution media. The IDR/Sapp is proposed as a measure of particle size sensitivity when significant solubilization may occur.
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Affiliation(s)
- Sara B E Andersson
- Department of Pharmacy, Uppsala University, P.O. Box 580, SE-751 23, Uppsala, Sweden
| | - Caroline Alvebratt
- Department of Pharmacy, Uppsala University, P.O. Box 580, SE-751 23, Uppsala, Sweden
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Enhanced release of poorly water-soluble drugs from synergy between mesoporous magnesium carbonate and polymers. Int J Pharm 2017; 525:183-190. [DOI: 10.1016/j.ijpharm.2017.04.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2016] [Revised: 04/06/2017] [Accepted: 04/07/2017] [Indexed: 11/20/2022]
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Edueng K, Mahlin D, Larsson P, Bergström CAS. Mechanism-based selection of stabilization strategy for amorphous formulations: Insights into crystallization pathways. J Control Release 2017; 256:193-202. [PMID: 28412224 PMCID: PMC5488750 DOI: 10.1016/j.jconrel.2017.04.015] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 04/09/2017] [Accepted: 04/10/2017] [Indexed: 12/04/2022]
Abstract
We developed a step-by-step experimental protocol using differential scanning calorimetry (DSC), dynamic vapour sorption (DVS), polarized light microscopy (PLM) and a small-scale dissolution apparatus (μDISS Profiler) to investigate the mechanism (solid-to-solid or solution-mediated) by which crystallization of amorphous drugs occurs upon dissolution. This protocol then guided how to stabilize the amorphous formulation. Indapamide, metolazone, glibenclamide and glipizide were selected as model drugs and HPMC (Pharmacoat 606) and PVP (K30) as stabilizing polymers. Spray-dried amorphous indapamide, metolazone and glibenclamide crystallized via solution-mediated nucleation while glipizide suffered from solid-to-solid crystallization. The addition of 0.001%–0.01% (w/v) HPMC into the dissolution medium successfully prevented the crystallization of supersaturated solutions of indapamide and metolazone whereas it only reduced the crystallization rate for glibenclamide. Amorphous solid dispersion (ASD) formulation of glipizide and PVP K30, at a ratio of 50:50% (w/w) reduced but did not completely eliminate the solid-to-solid crystallization of glipizide even though the overall dissolution rate was enhanced both in the absence and presence of HPMC. Raman spectroscopy indicated the formation of a glipizide polymorph in the dissolution medium with higher solubility than the stable polymorph. As a complementary technique, molecular dynamics (MD) simulations of indapamide and glibenclamide with HPMC was performed. It was revealed that hydrogen bonding patterns of the two drugs with HPMC differed significantly, suggesting that hydrogen bonding may play a role in the greater stabilizing effect on supersaturation of indapamide, compared to glibenclamide.
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Affiliation(s)
- Khadijah Edueng
- Department of Pharmacy, Uppsala University, Uppsala Biomedical Centre, P.O Box 580, SE-75123 Uppsala, Sweden; Kulliyyah of Pharmacy, International Islamic University Malaysia, Jalan Istana, 25200 Bandar Indera Mahkota, Kuantan, Pahang, Malaysia.
| | - Denny Mahlin
- Department of Pharmacy, Uppsala University, Uppsala Biomedical Centre, P.O Box 580, SE-75123 Uppsala, Sweden.
| | - Per Larsson
- Department of Pharmacy, Uppsala University, Uppsala Biomedical Centre, P.O Box 580, SE-75123 Uppsala, Sweden.
| | - Christel A S Bergström
- Department of Pharmacy, Uppsala University, Uppsala Biomedical Centre, P.O Box 580, SE-75123 Uppsala, Sweden.
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He Y, Ho C, Yang D, Chen J, Orton E. Measurement and Accurate Interpretation of the Solubility of Pharmaceutical Salts. J Pharm Sci 2017; 106:1190-1196. [PMID: 28153596 DOI: 10.1016/j.xphs.2017.01.023] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 01/13/2017] [Accepted: 01/18/2017] [Indexed: 01/24/2023]
Abstract
Salt formation is one of the primary approaches to improve the developability of ionizable poorly water-soluble compounds. Solubility determination of the salt candidates in aqueous media or biorelevant fluids is a critical step in salt screening. Salt solubility measurements can be complicated due to dynamic changes in both solution and solid phases. Because of the early implementation of salt screening in research, solubility measurements often are performed using minimal amount of material. Some salts have transient high solubility on dissolution. Recognition of these transients can be critical in developing these salts into drug products. This minireview focuses on challenges in salt solubility measurements due to the changes in solution caused by self-buffering effects of dissolved species and the changes in solid phase due to solid-state phase transformations. Solubility measurements and their accurate interpretation are assessed in the context of dissolution monitoring and solid-phase analysis technologies. A harmonized method for reporting salt solubility measurements is recommended to reduce errors and to align with the U.S. Pharmacopeial policy and Food and Drug Administration recommendations for drug products containing pharmaceutical salts.
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Affiliation(s)
- Yan He
- Pre-development Sciences, Sanofi, Waltham, Massachusetts 02451.
| | - Chris Ho
- Pre-development Sciences, Sanofi, Waltham, Massachusetts 02451
| | - Donglai Yang
- Pre-development Sciences, Sanofi, Waltham, Massachusetts 02451
| | - Jeane Chen
- Pre-development Sciences, Sanofi, Waltham, Massachusetts 02451
| | - Edward Orton
- Prescient Drug Delivery LLC, Berkeley Heights, New Jersey 07922
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Palmelund H, Madsen CM, Plum J, Müllertz A, Rades T. Studying the Propensity of Compounds to Supersaturate: A Practical and Broadly Applicable Approach. J Pharm Sci 2016; 105:3021-3029. [DOI: 10.1016/j.xphs.2016.06.016] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 06/07/2016] [Accepted: 06/17/2016] [Indexed: 11/26/2022]
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