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Rakers V, Wang J, Kou D. Accelerated Predictive Stability Study of a Pediatric Drug Product for a Supplemental New Drug Application. AAPS PharmSciTech 2024; 25:128. [PMID: 38844721 DOI: 10.1208/s12249-024-02848-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 05/21/2024] [Indexed: 09/05/2024] Open
Abstract
In this paper, we report two Accelerated Stability Assessment Program (ASAP) studies for a pediatric drug product. Whereas the first study using a generic design failed to establish a predictive model, the second one was successful after troubleshooting the first study and customizing the study conditions. This work highlighted important lessons learned from designing an ASAP study for formulations containing excipients that could undergo phase change at high humidity levels. The stability predictions by the second ASAP model were consistent with available long-term stability data of the drug product under various storage conditions in two different packaging configurations. The ASAP model was part of the justifications accepted by the health authority to submit a stability package with reduced long-term stability data from the primary stability batches for a Supplemental New Drug Application (sNDA).
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Affiliation(s)
- Viktoria Rakers
- Small Molecule Analytical Research and Development, F. Hoffmann-La Roche AG, Basel, Switzerland
| | - Jin Wang
- Pharma Technical Regulatory, Genentech Inc., South San Francisco, California, USA
| | - Dawen Kou
- Synthetic Molecule Pharmaceutical Sciences, Genentech Inc., 1 DNA Way, South San Francisco, California, 94080, USA.
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2
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Zhu A, Mao C, Luner PE, Lomeo J, So C, Marchal S, Zhang S. Investigation of Quantitative X-ray Microscopy for Assessment of API and Excipient Microstructure Evolution in Solid Dosage Processing. AAPS PharmSciTech 2022; 23:117. [PMID: 35441297 DOI: 10.1208/s12249-022-02271-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Accepted: 04/03/2022] [Indexed: 11/30/2022] Open
Abstract
Assessment and understanding of changes in particle size of active pharmaceutical ingredients (API) and excipients as a function of solid dosage form processing is an important but under-investigated area that can impact drug product quality. In this study, X-ray microscopy (XRM) was investigated as a method for determining the in situ particle size distribution of API agglomerates and an excipient at different processing stages in tablet manufacturing. An artificial intelligence (AI)-facilitated XRM image analysis tool was applied for quantitative analysis of thousands of individual particles, both of the API and the major filler component of the formulation, microcrystalline cellulose (MCC). Domain size distributions for API and MCC were generated along with the calculation of the porosity of each respective component. The API domain size distributions correlated with laser diffraction measurements and sieve analysis of the API, formulation blend, and granulation. The XRM analysis demonstrated that attrition of the API agglomerates occurred secondary to the granulation stage. These results were corroborated by particle size distribution and sieve potency data which showed generation of an API fines fraction. Additionally, changes in the XRM-calculated size distribution of MCC particles in subsequent processing steps were rationalized based on the known plastic deformation mechanism of MCC. The XRM data indicated that size distribution of the primary MCC particles, which make up the larger functional MCC agglomerates, is conserved across the stages of processing. The results indicate that XRM can be successfully applied as a direct, non-invasive method to track API and excipient particle properties and microstructure for in-process control samples and in the final solid dosage form. The XRM and AI image analysis methodology provides a data-rich way to interrogate the impact of processing stresses on API and excipients for enhanced process understanding and utilization for Quality by Design (QbD).
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Djukaj S, Kolář J, Lehocký R, Zadražil A, Štěpánek F. Design of particle size distribution for custom dissolution profiles by solving the inverse problem. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2021.10.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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4
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Wang L, Yang H, Sun Z, Bao Y, Yin Q. Wet Milling, Seeding, and Ultrasound in the Optimization of the Oiling-Out Crystallization Process. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c04167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Liping Wang
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, China
| | - Huaiyu Yang
- Department of Chemical Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, U.K
| | - Zhuang Sun
- Department of Chemical Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, U.K
- Future Continuous Manufacturing and Advanced Crystallization (CMAC), Research Hub at the Department of Chemical Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, U.K
| | - Ying Bao
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, China
| | - Qiuxiang Yin
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, China
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Zhang F, Shan B, Wang Y, Zhu Z, Yu ZQ, Ma CY. Progress and Opportunities for Utilizing Seeding Techniques in Crystallization Processes. Org Process Res Dev 2021. [DOI: 10.1021/acs.oprd.1c00103] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Fangkun Zhang
- College of Automation and Electronic Engineering, Qingdao University of Science & Technology, Qingdao, 266061, P. R. China
| | - Baoming Shan
- College of Automation and Electronic Engineering, Qingdao University of Science & Technology, Qingdao, 266061, P. R. China
| | - Yinglong Wang
- College of Chemical Engineering, Qingdao University of Science and Technology, Qingdao, 266061, P. R. China
| | - Zhaoyou Zhu
- College of Chemical Engineering, Qingdao University of Science and Technology, Qingdao, 266061, P. R. China
| | - Zai-Qun Yu
- Institute of Chemical & Engineering Sciences, Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, Singapore 627833
| | - Cai Y. Ma
- Centre for the Digital Design of Drug Products, School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, United Kingdom
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Amine-Grafted Mesoporous Carbons as Benzocaine-Delivery Platforms. MATERIALS 2021; 14:ma14092188. [PMID: 33923274 PMCID: PMC8123198 DOI: 10.3390/ma14092188] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/14/2021] [Accepted: 04/22/2021] [Indexed: 12/12/2022]
Abstract
Smart porous carriers with defined structure and physicochemical properties are required for releasing the therapeutic drug with precise control of delivery time and location in the body. Due to their non-toxicity, ordered structure, and chemical and thermal stability, mesoporous carbons can be considered modern carriers for active pharmaceutical ingredients whose effectiveness needs frequent dosing algorithms. Here, the novel benzocaine delivery systems based on ordered mesoporous carbons of the cubic structure were obtained with the use of a hard template method and functionalization with amine groups at 40 °C for 8 h. It has been shown that amine grafting strongly modifies the surface chemistry and textural parameters of carbons. All samples indicated good sorption ability towards benzocaine, with evident improvement following the functionalization with the amine groups. The sorption capacity and drug release kinetics were strongly affected by the porosity of carbon carriers and the surface functional groups. The smallest amount of benzocaine (~12%) was released from pristine mesoporous carbon, which could be correlated with strong API–carrier interactions. Faster and more efficient release of the drug was observed in the case of triethylenetetramine modified carbon (~62%). All benzocaine delivery platforms based on amine-grafted mesoporous carbons revealed high permeability through the artificial membrane.
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Paul S, Tajarobi P, Boissier C, Sun CC. Tableting performance of various mannitol and lactose grades assessed by compaction simulation and chemometrical analysis. Int J Pharm 2019; 566:24-31. [PMID: 31095984 DOI: 10.1016/j.ijpharm.2019.05.030] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 05/06/2019] [Accepted: 05/11/2019] [Indexed: 11/30/2022]
Abstract
Mannitol and lactose are commonly used fillers in pharmaceutical tablets, available in several commercial grades that are produced using different manufacturing processes. These grades significantly differ in particulate and powder properties that impact tablet manufacturability. Choice of sub-optimum type or grade of excipient in tablet formulation can lead to manufacturing problems and difficulties, which are magnified during a continuous manufacturing process. Previous characterization of tableting performance of these materials was limited in scope and under conditions not always realistic to the commercial production of tablets. This work seeks to comprehensively characterize the compaction properties of 11 mannitol and 5 lactose grades using a compaction simulator at both slow and fast tableting speeds. These include tabletability, compressibility, tablet brittleness, die-wall stress transmission, and strain rate sensitivity. A chemometrical analysis of data, using the partial least square technique, was performed to construct a model to provide accurate prediction of tablet tensile strength for mannitol grades. Such knowledge facilitates the selection of suitable tablet filler to attain high quality tablet products.
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Affiliation(s)
- Shubhajit Paul
- Pharmaceutical Materials Science and Engineering Laboratory, Department of Pharmaceutics, College of Pharmacy, University of Minnesota, 9-127B Weaver-Densford Hall, 308 Harvard Street S.E., Minneapolis, MN 55455, United States
| | - Pirjo Tajarobi
- Pharmaceutical Sciences, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden
| | - Catherine Boissier
- Pharmaceutical Sciences, IMED Biotech Unit, AstraZeneca, Gothenburg, Sweden
| | - Changquan Calvin Sun
- Pharmaceutical Materials Science and Engineering Laboratory, Department of Pharmaceutics, College of Pharmacy, University of Minnesota, 9-127B Weaver-Densford Hall, 308 Harvard Street S.E., Minneapolis, MN 55455, United States.
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Ramisetty KA, Kumar KV, Rasmuson ÅC. Advanced Size Distribution Control in Batch Cooling Crystallization Using Ultrasound. Org Process Res Dev 2019. [DOI: 10.1021/acs.oprd.9b00033] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Kiran A. Ramisetty
- Department of Chemical and Environmental Science, Synthesis and Solid State Pharmaceutical Centre (SSPC), Bernal Institute, University of Limerick, Limerick, Ireland
| | - K. Vasanth Kumar
- Department of Chemical and Environmental Science, Synthesis and Solid State Pharmaceutical Centre (SSPC), Bernal Institute, University of Limerick, Limerick, Ireland
| | - Åke C. Rasmuson
- Department of Chemical and Environmental Science, Synthesis and Solid State Pharmaceutical Centre (SSPC), Bernal Institute, University of Limerick, Limerick, Ireland
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Jiang M, Braatz RD. Designs of continuous-flow pharmaceutical crystallizers: developments and practice. CrystEngComm 2019. [DOI: 10.1039/c8ce00042e] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
This review of recent research advances in continuous-flow crystallization includes a five-step general design procedure, generally applicable process intensification strategies, and practical insights.
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Affiliation(s)
- Mo Jiang
- Department of Chemical Engineering
- Massachusetts Institute of Technology
- Cambridge
- USA
- Department of Chemical and Life Science Engineering
| | - Richard D. Braatz
- Department of Chemical Engineering
- Massachusetts Institute of Technology
- Cambridge
- USA
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10
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Luciani CV. Impact of Process Parameters on the Grinding Limit in High-Shear Wet Milling. Org Process Res Dev 2018. [DOI: 10.1021/acs.oprd.8b00251] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Carla V. Luciani
- Small Molecule Design and Development, Lilly Research Laboratories, Eli Lilly & Co., 1400 West Raymond Street, Indianapolis, Indiana 46221, United States
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Sowa M, Klapwijk AR, Ostendorf M, Beckmann W. Particle Engineering of an Active Pharmaceutical Ingredient for Improved Micromeritic Properties. Chem Eng Technol 2017. [DOI: 10.1002/ceat.201600663] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Michał Sowa
- Bayer AG; Engineering & Technology; Chempark, bdg. E41, r. 128 51368 Leverkusen Germany
| | - Anneke R. Klapwijk
- University of Bath; EPSRC Centre for Innovative Manufacturing in Continuous Manufacturing and Crystallisation; Department of Chemistry; BA2 7AY Bath United Kingdom
| | - Michael Ostendorf
- Bayer AG; Engineering & Technology; Chempark, bdg. E41, r. 128 51368 Leverkusen Germany
| | - Wolfgang Beckmann
- Bayer AG; Engineering & Technology; Chempark, bdg. E41, r. 128 51368 Leverkusen Germany
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Lu T, Sun Y, Ding D, Zhang Q, Fan R, He Z, Wang J. Study on Enhanced Dissolution of Azilsartan-Loaded Solid Dispersion, Prepared by Combining Wet Milling and Spray-Drying Technologies. AAPS PharmSciTech 2017; 18:473-480. [PMID: 27116201 DOI: 10.1208/s12249-016-0531-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 04/08/2016] [Indexed: 11/30/2022] Open
Abstract
The purpose of this study was to develop a combination method of wet milling and spray-drying technologies to prepare the solid dispersion and improve the dissolution rate of poorly water-soluble drug candidates. Azilsartan (AZL) was selected as the model drug for its poor water solubility. In the study, AZL-loaded solid dispersion was prepared with polyethylene glycol 6000 (PEG6000) and hydroxypropyl cellulose with super low viscosity (HPC-SL) as stabilizers by using combination of wet grinding and spray-drying methods. The high AZL loading solid dispersion was then characterized by scanning electron microscopy (SEM), differential scanning calorimetry (DSC), powder X-ray diffraction (PXRD), and Fourier transform infrared spectroscopy (FTIR). Besides, dissolution test was carried out by the paddle method and stability investigation was also conducted. As a result, the dissolution rate of the solid dispersion tablets was found to be greater than conventional tablets, but in close agreement with market tablets. Furthermore, the formulation was shown to be stable at 40 ± 2°C and 75 ± 5% for at least 6 months, owing to its decreased particle size, morphology, and its crystal form. It was concluded that the combination of wet milling and spray-drying approaches to prepare solid dispersion would be a prospective method to improve the dissolution rate of poorly water-soluble drugs.
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Castillo-Peinado LDLS, Luque de Castro MD. The role of ultrasound in pharmaceutical production: sonocrystallization. J Pharm Pharmacol 2016; 68:1249-67. [DOI: 10.1111/jphp.12614] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 07/05/2016] [Indexed: 11/29/2022]
Abstract
Abstract
Objectives
The main aim of this review was to develop a critical discussion of the key role ultrasound (US) can play on the production of active pharmaceutical ingredients (APIs) by discussing the versatile effect this type of energy produces.
Methods
The different crystallization techniques that can be assisted and improved by US are discussed in the light of the available US devices and the effect pursued by application of US energy. Simple and complex analytical methods to monitor API changes are also discussed.
Key findings
The countless achievements of API US-assisted production are summarized in a table, and outstanding effects such as narrower particle size distribution; decreased particle size, induction time, metastable zone and supersaturation levels; or a solubility increase are critically discussed.
Conclusions
The indisputable advantages of sonocrystallization over other ways of API production have been supported on multiple examples, and pending goals in this field (clarify the effect of US frequency on crystallization, know the mechanism of sonocrystallization, determine potential degradation owing to US energy, avoid calculation of the process yield by determining the concentration of the target drug remaining in the solution, etc.) should be achieved.
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Affiliation(s)
- Laura de los Santos Castillo-Peinado
- Department of Analytical Chemistry, University of Córdoba, Córdoba, Spain
- Maimónides Institute of Biomedical Research (IMIBIC), Reina Sofía University Hospital, University of Córdoba, Córdoba, Spain
| | - María Dolores Luque de Castro
- Department of Analytical Chemistry, University of Córdoba, Córdoba, Spain
- Maimónides Institute of Biomedical Research (IMIBIC), Reina Sofía University Hospital, University of Córdoba, Córdoba, Spain
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Luciani CV, Conder EW, Seibert KD. Modeling-Aided Scale-Up of High-Shear Rotor–Stator Wet Milling for Pharmaceutical Applications. Org Process Res Dev 2015. [DOI: 10.1021/acs.oprd.5b00066] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Carla V. Luciani
- Small Molecule Design and Development, Lilly Research Laboratories, Eli Lilly & Co., 1400 West Raymond Street, Indianapolis, Indiana 46221, United States
| | - Edward W. Conder
- Small Molecule Design and Development, Lilly Research Laboratories, Eli Lilly & Co., 1400 West Raymond Street, Indianapolis, Indiana 46221, United States
| | - Kevin D. Seibert
- Small Molecule Design and Development, Lilly Research Laboratories, Eli Lilly & Co., 1400 West Raymond Street, Indianapolis, Indiana 46221, United States
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Ticehurst MD, Marziano I. Integration of active pharmaceutical ingredient solid form selection and particle engineering into drug product design. J Pharm Pharmacol 2015; 67:782-802. [DOI: 10.1111/jphp.12375] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Accepted: 12/14/2014] [Indexed: 12/27/2022]
Abstract
Abstract
This review seeks to offer a broad perspective that encompasses an understanding of the drug product attributes affected by active pharmaceutical ingredient (API) physical properties, their link to solid form selection and the role of particle engineering. While the crucial role of active pharmaceutical ingredient (API) solid form selection is universally acknowledged in the pharmaceutical industry, the value of increasing effort to understanding the link between solid form, API physical properties and drug product formulation and manufacture is now also being recognised.
A truly holistic strategy for drug product development should focus on connecting solid form selection, particle engineering and formulation design to both exploit opportunities to access simpler manufacturing operations and prevent failures. Modelling and predictive tools that assist in establishing these links early in product development are discussed. In addition, the potential for differences between the ingoing API physical properties and those in the final product caused by drug product processing is considered. The focus of this review is on oral solid dosage forms and dry powder inhaler products for lung delivery.
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Affiliation(s)
- Martyn David Ticehurst
- Materials Science, Drug Product Design, Pharmaceutical Sciences, Worldwide R & D, Pfizer Ltd, Sandwich, Kent, UK
| | - Ivan Marziano
- Chemical R & D, Pharmaceutical Sciences, Worldwide R & D, Pfizer Ltd, Sandwich, Kent, UK
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Morrison HG, Tao W, Trieu W, Walker SD, Cui S, Huggins S, Nagapudi K. Correlation of Drug Substance Particle Size Distribution with Other Bulk Properties to Predict Critical Quality Attributes. Org Process Res Dev 2014. [DOI: 10.1021/op400333u] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Henry G. Morrison
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Wenle Tao
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - William Trieu
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Shawn D. Walker
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Sheng Cui
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Seth Huggins
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Karthik Nagapudi
- Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
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Smith KB, Bridson RH, Leeke GA. Crystallisation control of paracetamol from ionic liquids. CrystEngComm 2014. [DOI: 10.1039/c4ce01796j] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The use of ionic liquids as a novel media for crystallisation and potential suitability for particle habit manipulation of paracetamol.
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Affiliation(s)
- K. B. Smith
- GlaxoSmithKline
- Gunnels Wood Road
- Stevenage
- Hertfordshire
- UK
| | - R. H. Bridson
- School of Chemical Engineering
- University of Birmingham
- Edgbaston
- Birmingham, UK
| | - G. A. Leeke
- School of Chemical Engineering
- University of Birmingham
- Edgbaston
- Birmingham, UK
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Buttini F, Colombo P, Rossi A, Sonvico F, Colombo G. Particles and powders: Tools of innovation for non-invasive drug administration. J Control Release 2012; 161:693-702. [DOI: 10.1016/j.jconrel.2012.02.028] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2011] [Revised: 02/24/2012] [Accepted: 02/27/2012] [Indexed: 01/07/2023]
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