1
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Coliaie P, Bhawnani RR, Ali R, Kelkar MS, Korde A, Langston M, Liu C, Nazemifard N, Patience DB, Rosenbaum T, Skliar D, Nere NK, Singh MR. Snap-on Adaptor for Microtiter Plates to Enable Continuous-Flow Microfluidic Screening and Harvesting of Crystalline Materials. ACS OMEGA 2023; 8:41502-41511. [PMID: 37969966 PMCID: PMC10633872 DOI: 10.1021/acsomega.3c05478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/05/2023] [Indexed: 11/17/2023]
Abstract
Microtiter plate assay is a conventional and standard tool for high-throughput (HT) screening that allows the synthesis, harvesting, and analysis of crystals. The microtiter plate screening assays require a small amount of solute in each experiment, which is adequate for a solid-state crystal analysis such as X-ray diffraction (XRD) or Raman spectroscopy. Despite the advantages of these high-throughput assays, their batch operational nature results in a continuous decrease in supersaturation due to crystal nucleation and growth. Continuous-flow microfluidic mixer devices have evolved as an alternate technique for efficiently screening crystals under controlled supersaturation. However, such a microfluidic device requires a minimum of two inlets per micromixer to create cyclonic flow, thereby creating physical limitations for implementing such a device for HT screening. Additionally, the monolithic design of these microfluidic devices makes it challenging to harvest crystals for post-screening analysis. Here, we develop a snap-on adapter that can be reversibly attached to a microtiter plate and convert it into a continuous-flow microfluidic mixer device. The integration of the snap-on adapter with a flow distributor and concentration gradient generator provides greater control over screening conditions while minimizing the number of independent inlets and pumps required. The three-dimensional (3D)-printed snap-on adaptor is plugged into a 24-well plate assay to demonstrate salt screening of naproxen crystals. Different naproxen salts are crystallized using four different salt formers (SFs)-sodium hydroxide, potassium hydroxide, pyridine, and arginine-and four different solvents-ethanol, methanol, isopropyl alcohol, and deionized water. The wells are further inspected under an optical microscope to identify their morphological forms and yields. The crystals are then harvested for solid-state characterization using XRD and Fourier transform infrared spectroscopy, followed by measurement of their dissolution rates. The flexibility of the snap-on adapter to fit on a wide range of microtiter plates and the ease in harvesting and analyzing crystals postscreening are two significant advantages that make this device versatile for various applications.
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Affiliation(s)
- Paria Coliaie
- Department
of Chemical Engineering, University of Illinois
at Chicago, Chicago, Illinois 60607, United States
| | - Rajan R. Bhawnani
- Department
of Chemical Engineering, University of Illinois
at Chicago, Chicago, Illinois 60607, United States
| | - Rabia Ali
- Department
of Chemical Engineering, University of Illinois
at Chicago, Chicago, Illinois 60607, United States
| | - Manish S. Kelkar
- Center
of Excellence for Isolation & Separation Technologies (CoExIST), Process R&D, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Akshay Korde
- Center
of Excellence for Isolation & Separation Technologies (CoExIST), Process R&D, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Marianne Langston
- Pharmaceutics
Research—Analytical Development, Takeda Pharmaceuticals International Co., Cambridge, Massachusetts 02139, United States
| | - Chengxiang Liu
- Pharmaceutical
Development, Biogen, Cambridge, Massachusetts 02142, United States
| | - Neda Nazemifard
- Pharmaceutics
Research—Analytical Development, Takeda Pharmaceuticals International Co., Cambridge, Massachusetts 02139, United States
| | - Daniel B. Patience
- Chemical
Process Development, Biogen, Cambridge, Massachusetts 02142, United States
| | - Tamar Rosenbaum
- Bristol-Myers
Squibb Co., Drug Product Science & Technology, New Brunswick, New Jersey 08901, United States
| | - Dimitri Skliar
- Bristol
Myers Squibb Co., Chemical & Synthetic Development, New Brunswick, New Jersey 08901, United States
| | - Nandkishor K. Nere
- Department
of Chemical Engineering, University of Illinois
at Chicago, Chicago, Illinois 60607, United States
- Center
of Excellence for Isolation & Separation Technologies (CoExIST), Process R&D, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Meenesh R. Singh
- Department
of Chemical Engineering, University of Illinois
at Chicago, Chicago, Illinois 60607, United States
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2
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Li J, Li C, Ji X, Sun Q, Li Z, Liu H, Zhou L, Jing D, Gong J, Chen W. Combined virtual and experimental screening of multicomponent crystals of 2,4-dichlorophenoxyacetic acid. NEW J CHEM 2022. [DOI: 10.1039/d2nj00536k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Efficient screening of 2,4-D multicomponent crystals by COSMO-RS and molecular complementarity analysis combined with liquid-assisted grinding.
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Affiliation(s)
- Jiulong Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
| | - Chang Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
| | - Xu Ji
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
| | - Qin Sun
- Shenyang Sinochem Agrochemicals R&D Co., Ltd, Shenyang, Liaoning 110021, P. R. China
| | - Zhi Li
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin 300072, P. R. China
| | - He Liu
- Beijing Chao-Yang Hospital affiliated with Beijing Capital Medical University, Beijing 100020, P. R. China
| | - Lina Zhou
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- National Collaborative Innovation Centre of Chemical Science and Engineering, Tianjin 300072, P. R. China
| | - Dingding Jing
- Asymchem Life Science Tianjin Co, Ltd, Tianjin 300457, P. R. China
| | - Junbo Gong
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- National Collaborative Innovation Centre of Chemical Science and Engineering, Tianjin 300072, P. R. China
| | - Wei Chen
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- National Collaborative Innovation Centre of Chemical Science and Engineering, Tianjin 300072, P. R. China
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3
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Li L, Ling H, Tao J, Pei C, Duan X. Microchannel-confined crystallization: shape-controlled continuous preparation of a high-quality CL-20/HMX cocrystal. CrystEngComm 2022. [DOI: 10.1039/d1ce01524a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Shape-controlled continuous preparation of a high-quality CL-20/HMX cocrystal has been realized through a microchannel-confined crystallization strategy.
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Affiliation(s)
- Li Li
- State Key Laboratory of Environment-friendly Energy Materials, Southwest University of Science and Technology, Mianyang 621010, P. R. China
| | - Huijun Ling
- State Key Laboratory of Environment-friendly Energy Materials, Southwest University of Science and Technology, Mianyang 621010, P. R. China
| | - Jun Tao
- Xi'an Modern Chemistry Research Institute, Xi'an 710065, P. R. China
| | - Chonghua Pei
- State Key Laboratory of Environment-friendly Energy Materials, Southwest University of Science and Technology, Mianyang 621010, P. R. China
| | - Xiaohui Duan
- State Key Laboratory of Environment-friendly Energy Materials, Southwest University of Science and Technology, Mianyang 621010, P. R. China
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4
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Li J, Wu D, Xiao Y, Li C, Ji X, Sun Q, Chang D, Zhou L, Jing D, Gong J, Chen W. Salts of 2-hydroxybenzylamine with improvements on solubility and stability: Virtual and experimental screening. Eur J Pharm Sci 2021; 169:106091. [PMID: 34875374 DOI: 10.1016/j.ejps.2021.106091] [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: 08/17/2021] [Revised: 11/17/2021] [Accepted: 12/01/2021] [Indexed: 12/15/2022]
Abstract
2-Hydroxybenzylamine (2-HOBA) is a drug used to effectively treat oxidative stress. To improve its aqueous solubility and thermal stability, salt screening and synthesis was carried out. The conductor-like screening model for the real solvents model (COSMO-RS) was applied to virtual screening of coformers among 200 commonly used candidates for salification of 2-HOBA. As a result, 40 hit compounds were subjected to experimental liquid-assisted grinding (LAG) with 2-HOBA, then 21 systems were characterized as new solid phases by PXRD. Nine multicomponent single crystals of 2-HOBA with succinic acid, p-aminobenzoic acid, p-nitrobenzoic acid, o-nitrobenzoic acid, p-toluic acid, 2,3-dihydroxybenzoic acid, 3,4-dihydroxybenzoic acid, p-nitrophenol, and 5-hydroxyisophthalic acid were obtained and characterized by single-crystal X-ray diffraction, powder X-ray diffraction, differential scanning calorimetry, and thermogravimetric analysis. All of them were salts and exhibited higher decomposition temperatures compared with pure 2-HOBA. The apparent aqueous solubility of three new salts, i.e., those with succinic acid, p-aminobenzoic acid, and p-nitrophenol were higher than the equilibrium solubility of 2-HOBA. The accelerated stability test indicated that all salts show excellent stability under conditions (40 °C and 75% RH) for 4 weeks. Overall, this work introduced a protocol that combined the virtual screening tool based on the COSMO-RS model and the experimental LAG method to screen new salts for a target compound. The feasibility of this protocol was confirmed in the case of 2-HOBA whose new salts were successfully obtained and represented an improvement for aqueous solubility and thermal stability.
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Affiliation(s)
- Jiulong Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China
| | - Di Wu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China
| | - Yuntian Xiao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China
| | - Chang Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China
| | - Xu Ji
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China
| | - Qin Sun
- Shenyang Sinochem Agrochemicals R&D Co., Ltd., Shenyang, Liaoning 110021, PR China
| | - Dewu Chang
- Shandong Lukang pharmaceutical Co., Ltd, Jining, Shandong 272104, PR China
| | - Lina Zhou
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; National Collaborative Innovation Centre of Chemical Science and Engineering (Tianjin), Tianjin 300072, PR China
| | - Dingding Jing
- Asymchem Life Science Tianjin Co., Ltd., Tianjin 300457, PR China
| | - Junbo Gong
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; National Collaborative Innovation Centre of Chemical Science and Engineering (Tianjin), Tianjin 300072, PR China
| | - Wei Chen
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China; National Collaborative Innovation Centre of Chemical Science and Engineering (Tianjin), Tianjin 300072, PR China.
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5
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Shi H, Li F, Huang X, Wang T, Bao Y, Yin Q, Xie C, Hao H. Screening and Manipulation of l-Glutamic Acid Polymorphs by Antisolvent Crystallization in an Easy-to-Use Microfluidic Device. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.9b06566] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Huanhuan Shi
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Fei Li
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xin Huang
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Ting Wang
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Ying Bao
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, China
| | - Qiuxiang Yin
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, China
| | - Chuang Xie
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, China
| | - Hongxun Hao
- National Engineering Research Center for Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, China
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6
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Mosayyebi A, Lange D, Yann Yue Q, Somani BK, Zhang X, Manes C, Carugo D. Reducing deposition of encrustation in ureteric stents by changing the stent architecture: A microfluidic-based investigation. BIOMICROFLUIDICS 2019; 13:014101. [PMID: 30867872 PMCID: PMC6404931 DOI: 10.1063/1.5059370] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 12/18/2018] [Indexed: 05/08/2023]
Abstract
Ureteric stents are clinically deployed to retain ureteral patency in the presence of an obstruction of the ureter lumen. Despite the fact that multiple stent designs have been researched in recent years, encrustation and biofilm-associated infections remain significant complications of ureteral stenting, potentially leading to the functional failure of the stent. It has been suggested that "inactive" side-holes of stents may act as anchoring sites for encrusting crystals, as they are associated with low wall shear stress (WSS) levels. Obstruction of side-holes due to encrustation is particularly detrimental to the function of the stent, since holes provide a path for urine to by-pass the occlusion. Therefore, there is an unmet need to develop novel stents to reduce deposition of encrusting particles at side-holes. In this study, we employed a stent-on-chip microfluidic model of the stented and occluded ureter to investigate the effect of stent architecture on WSS distribution and encrustation over its surface. Variations in the stent geometry encompassed (i) the wall thickness and (ii) the shape of side-holes. Stent thickness was varied in the range 0.3-0.7 mm, while streamlined side-holes of triangular shape were evaluated (with a vertex angle in the range 45°-120°). Reducing the thickness of the stent increased WSS and thus reduced the encrustation rate at side-holes. A further improvement in performance was achieved by using side-holes with a triangular shape; notably, a 45° vertex angle showed superior performance compared to other angles investigated, resulting in a significant increase in WSS within "inactive" side-holes. In conclusion, combining the optimal stent thickness (0.3 mm) and hole vertex angle (45°) resulted in a ∼90% reduction in encrustation rate within side-holes, compared to a standard design. If translated to a full-scale ureteric stent, this optimised architecture has the potential for significantly increasing the stent lifetime while reducing clinical complications.
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Affiliation(s)
| | - D. Lange
- Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, Vancouver V6H 3Y8, Canada
| | - Q. Yann Yue
- Department of Mechanical Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, United Kingdom
| | - B. K. Somani
- Department of Urology, University Hospital Southampton NHS Trust, Southampton SO16 6YD, United Kingdom
| | | | - C. Manes
- Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Turin 10129, Italy
| | - D. Carugo
- Author to whom correspondence should be addressed:
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7
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Salts of Therapeutic Agents: Chemical, Physicochemical, and Biological Considerations. Molecules 2018; 23:molecules23071719. [PMID: 30011904 PMCID: PMC6100526 DOI: 10.3390/molecules23071719] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 07/12/2018] [Accepted: 07/13/2018] [Indexed: 11/30/2022] Open
Abstract
The physicochemical and biological properties of active pharmaceutical ingredients (APIs) are greatly affected by their salt forms. The choice of a particular salt formulation is based on numerous factors such as API chemistry, intended dosage form, pharmacokinetics, and pharmacodynamics. The appropriate salt can improve the overall therapeutic and pharmaceutical effects of an API. However, the incorrect salt form can have the opposite effect, and can be quite detrimental for overall drug development. This review summarizes several criteria for choosing the appropriate salt forms, along with the effects of salt forms on the pharmaceutical properties of APIs. In addition to a comprehensive review of the selection criteria, this review also gives a brief historic perspective of the salt selection processes.
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8
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Nievergelt PP, Babor M, Čejka J, Spingler B. A high throughput screening method for the nano-crystallization of salts of organic cations. Chem Sci 2018; 9:3716-3722. [PMID: 29780503 PMCID: PMC5939191 DOI: 10.1039/c8sc00783g] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 03/06/2018] [Indexed: 01/29/2023] Open
Abstract
The generation of solid salts of organic molecules is important to the chemical and pharmaceutical industry. Commonly used salt screening methods consume a lot of resources. We employed a combination of ion exchange screening and vapour diffusion for crystallization. This technique is semi-automatic and requires just nanoliters of the solution of the analyte to be crystallized. This high throughput screening yielded single crystals of sufficient size and quality for single-crystal X-ray structure determination using an in-house X-ray diffractometer. The broad scope of our method has been shown by challenging it with 7 very different organic cations, whose aqueous solubilities vary by a factor of almost 1000. At least one crystal structure for 6 out of 7 tested cations was determined; 4 out of the successful 6 ones had never been crystallized before. Our method is extremely attractive for high throughput salt screening, especially for active pharmaceutical ingredients (APIs), as about 40% of all APIs are cationic salts. Additionally, our screening is a new and very promising procedure for the crystallization of salts of organic cations.
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Affiliation(s)
- Philipp P Nievergelt
- Department of Chemistry , University of Zurich , Winterthurerstr. 190 , 8057 Zurich , Switzerland . ; http://www.chem.uzh.ch/en/research/groups/spingler.html
| | - Martin Babor
- Department of Chemistry , University of Zurich , Winterthurerstr. 190 , 8057 Zurich , Switzerland . ; http://www.chem.uzh.ch/en/research/groups/spingler.html.,Department of Solid State Chemistry , University of Chemistry and Technology Prague , Prague 6 , 166 28 , Czech Republic
| | - Jan Čejka
- Department of Solid State Chemistry , University of Chemistry and Technology Prague , Prague 6 , 166 28 , Czech Republic
| | - Bernhard Spingler
- Department of Chemistry , University of Zurich , Winterthurerstr. 190 , 8057 Zurich , Switzerland . ; http://www.chem.uzh.ch/en/research/groups/spingler.html
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9
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Kimura K, Onishi S, Moriyama K. Fluorescence-Based High-Throughput Salt Screening. J Pharm Sci 2018; 107:1870-1878. [PMID: 29499276 DOI: 10.1016/j.xphs.2018.02.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 01/31/2018] [Accepted: 02/21/2018] [Indexed: 11/28/2022]
Abstract
The present study reports a high-throughput screening method for the salt formation of amine-containing active pharmaceutical ingredients (APIs) based on fluorescence measurements. A free form amine API was alkynylated by a solid-vapor reaction using propargyl bromide, and a fluorescent compound was produced by a subsequent reaction using 9-azidomethylanthracene. In contrast, salts were inert to propargyl bromide; thus, no fluorescence was observed. Samples for salt screening were prepared by grinding haloperidol with various counter acids, and these mixtures were derivatized in a 96-well microplate to determine whether the salt formation had occurred between haloperidol and the counter acids. Samples that turned into fluorescent and nonfluorescent were confirmed to be free form and salt form, respectively, using powder X-ray diffraction and Raman spectroscopy. In conclusion, our method adequately functions as an indicator of the salt formation of amine APIs. Further, this method allows for the rapid evaluation of the salt formation of APIs using 96-well microplates without the need for special reagents or techniques; thus, it is valuable for the discovery of an optimal salt form of newly developed amine APIs in the pharmaceutical industry.
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Affiliation(s)
- Kazue Kimura
- School of Pharmacy, Shujitsu University, 1-6-1 Nishigawara, Naka-ku, Okayama 703-8516, Japan
| | - Saho Onishi
- School of Pharmacy, Shujitsu University, 1-6-1 Nishigawara, Naka-ku, Okayama 703-8516, Japan
| | - Kei Moriyama
- School of Pharmacy, Shujitsu University, 1-6-1 Nishigawara, Naka-ku, Okayama 703-8516, Japan.
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10
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Shi HH, Xiao Y, Ferguson S, Huang X, Wang N, Hao HX. Progress of crystallization in microfluidic devices. LAB ON A CHIP 2017; 17:2167-2185. [PMID: 28585942 DOI: 10.1039/c6lc01225f] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Microfluidic technology provides a unique environment for the investigation of crystallization processes at the nano or meso scale. The convenient operation and precise control of process parameters, at these scales of operation enabled by microfluidic devices, are attracting significant and increasing attention in the field of crystallization. In this paper, developments and applications of microfluidics in crystallization research including: crystal nucleation and growth, polymorph and cocrystal screening, preparation of nanocrystals, solubility and metastable zone determination, are summarized and discussed. The materials used in the construction and the structure of these microfluidic devices are also summarized and methods for measuring and modelling crystal nucleation and growth process as well as the enabling analytical methods are also briefly introduced. The low material consumption, high efficiency and precision of microfluidic crystallizations are of particular significance for active pharmaceutical ingredients, proteins, fine chemicals, and nanocrystals. Therefore, it is increasingly adopted as a mainstream technology in crystallization research and development.
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Affiliation(s)
- Huan-Huan Shi
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China.
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11
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Goyal S, Economou AE, Papadopoulos T, Horstman EM, Zhang GGZ, Gong Y, Kenis PJA. Solvent compatible microfluidic platforms for pharmaceutical solid form screening. RSC Adv 2016. [DOI: 10.1039/c5ra26426j] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The use of SIFEL in the crystallization fluid layers renders the microfluidic crystallization array compatible with solvents such as tetrahydrofuran, acetonitrile, chloroform, hexane, and toluene.
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Affiliation(s)
- Sachit Goyal
- The Dow Chemical Company
- Polyurethanes R&D
- Freeport
- USA
- Department of Chemical & Biomolecular Engineering
| | - Aristotle E. Economou
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- Urbana
- USA
| | - Theodore Papadopoulos
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- Urbana
- USA
| | - Elizabeth M. Horstman
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- Urbana
- USA
| | - Geoff G. Z. Zhang
- Drug Product Development
- Research and Development
- AbbVie Inc
- North Chicago
- USA
| | - Yuchuan Gong
- Drug Product Development
- Research and Development
- AbbVie Inc
- North Chicago
- USA
| | - Paul J. A. Kenis
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- Urbana
- USA
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12
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Rantanen J, Khinast J. The Future of Pharmaceutical Manufacturing Sciences. J Pharm Sci 2015; 104:3612-3638. [PMID: 26280993 PMCID: PMC4973848 DOI: 10.1002/jps.24594] [Citation(s) in RCA: 209] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Revised: 06/26/2015] [Accepted: 06/29/2015] [Indexed: 12/13/2022]
Abstract
The entire pharmaceutical sector is in an urgent need of both innovative technological solutions and fundamental scientific work, enabling the production of highly engineered drug products. Commercial-scale manufacturing of complex drug delivery systems (DDSs) using the existing technologies is challenging. This review covers important elements of manufacturing sciences, beginning with risk management strategies and design of experiments (DoE) techniques. Experimental techniques should, where possible, be supported by computational approaches. With that regard, state-of-art mechanistic process modeling techniques are described in detail. Implementation of materials science tools paves the way to molecular-based processing of future DDSs. A snapshot of some of the existing tools is presented. Additionally, general engineering principles are discussed covering process measurement and process control solutions. Last part of the review addresses future manufacturing solutions, covering continuous processing and, specifically, hot-melt processing and printing-based technologies. Finally, challenges related to implementing these technologies as a part of future health care systems are discussed.
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Affiliation(s)
- Jukka Rantanen
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark.
| | - Johannes Khinast
- Institute of Process and Particle Engineering, Graz University of Technology, Graz, Austria; Research Center Pharmaceutical Engineering, Graz, Austria.
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13
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Horstman EM, Bertke JA, Kim EH, Gonzalez LC, Zhang GGZ, Gong Y, Kenis PJA. Crystallization and characterization of cocrystals of piroxicam and 2,5-dihydroxybenzoic acid. CrystEngComm 2015. [DOI: 10.1039/c5ce00355e] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Two cocrystals of piroxicam (PRX) and 2,5-dihydroxybenzoic acid (HBA) were found using a microfluidic cocrystal screening approach; one crystal contained an acetone (ACT) impurity.
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Affiliation(s)
- E. M. Horstman
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- 600 South Mathews Avenue
- Urbana, USA
| | - J. A. Bertke
- School of Chemical Sciences
- University of Illinois at Urbana-Champaign
- 505 South Mathews Avenue
- Urbana, USA
| | - E. H. Kim
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- 600 South Mathews Avenue
- Urbana, USA
| | - L. C. Gonzalez
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- 600 South Mathews Avenue
- Urbana, USA
| | - G. G. Z. Zhang
- Drug Product Development
- Research and Development
- AbbVie Inc
- 1 North Waukegan Road
- North Chicago, USA
| | - Y. Gong
- Drug Product Development
- Research and Development
- AbbVie Inc
- 1 North Waukegan Road
- North Chicago, USA
| | - P. J. A. Kenis
- Department of Chemical & Biomolecular Engineering
- University of Illinois at Urbana-Champaign
- 600 South Mathews Avenue
- Urbana, USA
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Capretto L, Carugo D, Mazzitelli S, Nastruzzi C, Zhang X. Microfluidic and lab-on-a-chip preparation routes for organic nanoparticles and vesicular systems for nanomedicine applications. Adv Drug Deliv Rev 2013; 65:1496-532. [PMID: 23933616 DOI: 10.1016/j.addr.2013.08.002] [Citation(s) in RCA: 145] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2013] [Revised: 07/10/2013] [Accepted: 08/01/2013] [Indexed: 01/02/2023]
Abstract
In recent years, advancements in the fields of microfluidic and lab-on-a-chip technologies have provided unique opportunities for the implementation of nanomaterial production processes owing to the miniaturisation of the fluidic environment. It has been demonstrated that microfluidic reactors offer a range of advantages compared to conventional batch reactors, including improved controllability and uniformity of nanomaterial characteristics. In addition, the fast mixing achieved within microchannels, and the predictability of the laminar flow conditions, can be leveraged to investigate the nanomaterial formation dynamics. In this article recent developments in the field of microfluidic production of nanomaterials for drug delivery applications are reviewed. The features that make microfluidic reactors a suitable technological platform are discussed in terms of controllability of nanomaterials production. An overview of the various strategies developed for the production of organic nanoparticles and colloidal assemblies is presented, focusing on those nanomaterials that could have an impact on nanomedicine field such as drug nanoparticles, polymeric micelles, liposomes, polymersomes, polyplexes and hybrid nanoparticles. The effect of microfluidic environment on nanomaterials formation dynamics, as well as the use of microdevices as tools for nanomaterial investigation is also discussed.
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Goyal S, Thorson MR, Schneider CL, Zhang GGZ, Gong Y, Kenis PJA. A microfluidic platform for evaporation-based salt screening of pharmaceutical parent compounds. LAB ON A CHIP 2013; 13:1708-1723. [PMID: 23478750 DOI: 10.1039/c3lc41271g] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
We describe a microfluidic platform to screen for salt forms of pharmaceutical compounds (PCs) via controlled evaporation. The platform enables on-chip combinatorial mixing of PC and salt former solutions in a 24-well array (~200 nL/well), which is a drastic reduction in the amount of PC needed per condition screened compared to traditional screening approaches that require ~100 μL/well. The reduced sample needs enable salt screening at a much earlier stage in the drug development process, when only limited quantities of PCs are available. Compatibility with (i) solvents commonly used in the pharmaceutical industry, and (ii) Raman spectroscopy for solid form identification was ensured by using a hybrid microfluidic platform. A thin layer of elastomeric PDMS was utilized to retain pneumatic valving capabilities. This layer is sandwiched between layers of cyclic-olefin copolymer, a material with low air and solvent permeability and low Raman background to yield a physically rigid and Raman compatible chip. A solvent-impermeable thiolene layer patterned with evaporation channels permits control over the rate of solvent evaporation. Control over the rate of solvent evaporation (2-15 nL h(-1)) results in consistent, known rates of increase in the supersaturation levels attained on-chip, and increases the probability for crystalline solids to form. The modular nature of the platform enables on-chip Raman and birefringence analysis of the solid forms. Model compounds, tamoxifen and ephedrine, were used to validate the platform's ability to screen for salts. On-chip Raman analysis helped to identify six different salts each of tamoxifen and ephedrine.
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Affiliation(s)
- Sachit Goyal
- Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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Alabanza AM, Mohammed M, Aslan K. Crystallization of l-alanine in the presence of additives on a circular PMMA platform designed for metal-assisted and microwave-accelerated evaporative crystallization. CrystEngComm 2012; 14:8424-8431. [PMID: 23378822 DOI: 10.1039/c2ce26363g] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Crystallization of l-alanine in the presence of l-valine and l-tryptophan additives on a circular poly(methyl) methacrylate (PMMA) platform designed for Metal-Assisted and Microwave-Accelerated Evaporative Crystallization (MA-MAEC) technique was investigated. Theoretical simulations predicted homogeneous temperature and electric field distributions across the circular PMMA platforms during microwave heating. Crystallization of l-alanine with and without additives on the blank and silver nanoparticle films (SNFs) modified sides of the circular PMMA platform occurred within 32-50 min using MA-MAEC technique, while the identical solutions crystallized within 161-194 min at room temperature. Optical microscopy studies revealed that l-alanine crystals without additives were found to be smaller in size and had several well-developed faces, whereas l-alanine crystals grown with additives appeared to be larger and had only one dominant highly-developed face. Raman spectroscopy and powder X-ray diffraction (XRD) measurements showed that all l-alanine crystals had identical peaks, despite the morphological differences between the l-alanine crystals with and without additives observed by optical microscope images.
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Affiliation(s)
- Anginelle M Alabanza
- The College of New Jersey, Department of Chemistry, 2000 Pennington Road, Ewing, NJ, 08628, USA
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Guha S, Perry SL, Pawate AS, Kenis PJ. Fabrication of X-ray compatible microfluidic platforms for protein crystallization. SENSORS AND ACTUATORS. B, CHEMICAL 2012; 174:1-9. [PMID: 23105172 PMCID: PMC3480190 DOI: 10.1016/j.snb.2012.08.048] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
This paper reports a method for fabricating multilayer microfluidic protein crystallization platforms using different materials to achieve X-ray transparency and compatibility with crystallization reagents. To validate this approach, three soluble proteins, lysozyme, thaumatin, and ribonuclease A were crystallized on-chip, followed by on-chip diffraction data collection. We also report a chip with an array of wells for screening different conditions that consume a minimal amount of protein solution as compared to traditional screening methods. A large number of high quality isomorphous protein crystals can be grown in the wells, after which slices of X-ray data can be collected from many crystals still residing within the wells. Complete protein structures can be obtained by merging these slices of data followed by further processing with crystallography software. This approach of using an x-ray transparent chip for screening, crystal growth, and X-ray data collection enables room temperature data collection from many crystals mounted in parallel, which thus eliminates crystal handling and minimizes radiation damage to the crystals.
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Affiliation(s)
- Sudipto Guha
- Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana IL, 61801, USA
| | - Sarah L. Perry
- Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana IL, 61801, USA
- Institute of Molecular Engineering, University of Chicago, Chicago, IL 60637, USA
| | - Ashtamurthy S. Pawate
- Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana IL, 61801, USA
| | - Paul J.A. Kenis
- Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana IL, 61801, USA
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Desai AV, Tice JD, Apblett CA, Kenis PJA. Design considerations for electrostatic microvalves with applications in poly(dimethylsiloxane)-based microfluidics. LAB ON A CHIP 2012; 12:1078-88. [PMID: 22301791 DOI: 10.1039/c2lc21133e] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Microvalves are critical in the operation of integrated microfluidic chips for a wide range of applications. In this paper, we present an analytical model to guide the design of electrostatic microvalves that can be integrated into microfluidic chips using standard fabrication processes and can reliably operate at low actuation potentials (<250 V). Based on the analytical model, we identify design guidelines and operational considerations for elastomeric electrostatic microvalves and formulate strategies to minimize their actuation potentials, while maintaining the feasibility of fabrication and integration. We specifically explore the application of the model to design microfluidic microvalves fabricated in poly(dimethylsiloxane), using only soft-lithographic techniques. We discuss the electrostatic actuation in terms of several microscale phenomena, including squeeze-film damping and adhesion-driven microvalve collapse. The actuation potentials predicted by the model are in good agreement with experimental data obtained with a microfabricated array of electrostatic microvalves actuated in air and oil. The model can also be extended to the design of peristaltic pumps for microfluidics and to the prediction of actuation potentials of microvalves in viscous liquid environments. Additionally, due to the compact ancillaries required to generate low potentials, these electrostatic microvalves can potentially be used in portable microfluidic chips.
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Affiliation(s)
- Amit V Desai
- Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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