1
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Galloway JM, Aslam ZP, Yeandel SR, Kulak A, Ilett MA, Kim YY, Bejarano-Villafuerte A, Pokroy B, Drummond-Brydson RM, Freeman CL, Harding JH, Kapur N, Meldrum FC. Electron transparent nanotubes reveal crystallization pathways in confinement. Chem Sci 2023; 14:6705-6715. [PMID: 37350829 PMCID: PMC10283488 DOI: 10.1039/d3sc00869j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 05/13/2023] [Indexed: 06/24/2023] Open
Abstract
The cylindrical pores of track-etched membranes offer excellent environments for studying the effects of confinement on crystallization as the pore diameter is readily varied and the anisotropic morphologies can direct crystal orientation. However, the inability to image individual crystals in situ within the pores in this system has prevented many of the underlying mechanisms from being characterized. Here, we study the crystallization of calcium sulfate within track-etched membranes and reveal that oriented gypsum forms in 200 nm diameter pores, bassanite in 25-100 nm pores and anhydrite in 10 nm pores. The crystallization pathways are then studied by coating the membranes with an amorphous titania layer prior to mineralization to create electron transparent nanotubes that protect fragile precursor materials. By visualizing the evolutionary pathways of the crystals within the pores we show that the product single crystals derive from multiple nucleation events and that orientation is determined at early reaction times. Finally, the transformation of bassanite to gypsum within the membrane pores is studied using experiment and potential mean force calculations and is shown to proceed by localized dissolution/reprecipitation. This work provides insight into the effects of confinement on crystallization processes, which is relevant to mineral formation in many real-world environments.
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Affiliation(s)
| | - Zabeada P Aslam
- Institute for Materials Research, School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Stephen R Yeandel
- Department of Materials Science and Engineering Sir Robert Hadfield Building, Mappin Street Sheffield S1 3JD UK
| | | | - Martha A Ilett
- Institute for Materials Research, School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Yi-Yeoun Kim
- School of Chemistry, University of Leeds Leeds LS2 9JT UK
| | | | - Boaz Pokroy
- Department of Materials Science and Engineering, Technion - Israel Institute of Technology Haifa 3200003 Israel
| | - Rik M Drummond-Brydson
- Institute for Materials Research, School of Chemical and Process Engineering, University of Leeds Leeds LS2 9JT UK
| | - Colin L Freeman
- Department of Materials Science and Engineering Sir Robert Hadfield Building, Mappin Street Sheffield S1 3JD UK
| | - John H Harding
- Department of Materials Science and Engineering Sir Robert Hadfield Building, Mappin Street Sheffield S1 3JD UK
| | - Nikil Kapur
- School of Mechanical Engineering, University of Leeds Leeds LS2 9JT UK
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2
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Savchenko M, Sebastian V, Lopez-Lopez MT, Rodriguez-Navarro A, Alvarez De Cienfuegos L, Jimenez-Lopez C, Gavira JA. Magnetite Mineralization inside Cross-Linked Protein Crystals. CRYSTAL GROWTH & DESIGN 2023; 23:4032-4040. [PMID: 37304398 PMCID: PMC10251750 DOI: 10.1021/acs.cgd.2c01436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 04/19/2023] [Indexed: 06/13/2023]
Abstract
Crystallization in confined spaces is a widespread process in nature that also has important implications for the stability and durability of many man-made materials. It has been reported that confinement can alter essential crystallization events, such as nucleation and growth and, thus, have an impact on crystal size, polymorphism, morphology, and stability. Therefore, the study of nucleation in confined spaces can help us understand similar events that occur in nature, such as biomineralization, design new methods to control crystallization, and expand our knowledge in the field of crystallography. Although the fundamental interest is clear, basic models at the laboratory scale are scarce mainly due to the difficulty in obtaining well-defined confined spaces allowing a simultaneous study of the mineralization process outside and inside the cavities. Herein, we have studied magnetite precipitation in the channels of cross-linked protein crystals (CLPCs) with different channel pore sizes, as a model of crystallization in confined spaces. Our results show that nucleation of an Fe-rich phase occurs inside the protein channels in all cases, but, by a combination of chemical and physical effects, the channel diameter of CLPCs exerted a precise control on the size and stability of those Fe-rich nanoparticles. The small diameters of protein channels restrain the growth of metastable intermediates to around 2 nm and stabilize them over time. At larger pore diameters, recrystallization of the Fe-rich precursors into more stable phases was observed. This study highlights the impact that crystallization in confined spaces can have on the physicochemical properties of the resulting crystals and shows that CLPCs can be interesting substrates to study this process.
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Affiliation(s)
- Mariia Savchenko
- Departamento
de Química Orgánica, Facultad de Ciencias, Unidad de
Excelencia de Química Aplicada a Biomedicina y Medioambiente
(UEQ), Universidad de Granada, 18002 Granada, Spain
- Laboratorio
de Estudios Cristalográficos, Instituto
Andaluz de Ciencias de la Tierra (Consejo Superior de Investigaciones
Científicas-Universidad de Granada), Avenida de las Palmeras 4, 18100 Armilla, Granada, Spain
- Departamento
de Física Aplicada, Facultad de Ciencias, Universidad de Granada, 18002 Granada, Spain
| | - Victor Sebastian
- Department
of Chemical Engineering and Environmental Technology, Instituto de
Nanociencia y Materiales de Aragón (INMA), CSIC-Universidad de Zaragoza, Zaragoza 50009, Spain
- Networking
Research Center on Bioengineering Biomaterials and Nanomedicine (CIBER-
BBN), Madrid 28029, Spain
| | - Modesto Torcuato Lopez-Lopez
- Departamento
de Física Aplicada, Facultad de Ciencias, Universidad de Granada, 18002 Granada, Spain
- Instituto
de Investigación Biosanitaria ibs, Granada 18012, Spain
| | - Alejandro Rodriguez-Navarro
- Departamento
de Mineralogía y Petrología, Facultad de Ciencias, Universidad de Granada, 18002 Granada, Spain
| | - Luis Alvarez De Cienfuegos
- Departamento
de Química Orgánica, Facultad de Ciencias, Unidad de
Excelencia de Química Aplicada a Biomedicina y Medioambiente
(UEQ), Universidad de Granada, 18002 Granada, Spain
- Instituto
de Investigación Biosanitaria ibs, Granada 18012, Spain
| | - Concepcion Jimenez-Lopez
- Departamento
de Microbiología, Facultad de Ciencias, Universidad de Granada, Campus de Fuentenueva s/n, 18002 Granada, Spain
| | - José Antonio Gavira
- Laboratorio
de Estudios Cristalográficos, Instituto
Andaluz de Ciencias de la Tierra (Consejo Superior de Investigaciones
Científicas-Universidad de Granada), Avenida de las Palmeras 4, 18100 Armilla, Granada, Spain
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3
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Shingte S, Altenburg O, Verheijen PJT, Kramer HJM, Eral HB. Microfluidic Platform with Serpentine Geometry Providing Chaotic Mixing in Induction Time Experiments. CRYSTAL GROWTH & DESIGN 2022; 22:4072-4085. [PMID: 35818383 PMCID: PMC9264360 DOI: 10.1021/acs.cgd.1c01436] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
We present a droplet microfluidic platform mixing the contents of the droplet chaotically in microfluidic induction time measurements, a promising method for quantifying nucleation kinetics with minute amounts of solute. The nucleation kinetics of aqueous potassium chloride droplets dispersed in mineral oil without surfactants is quantified in the presence and absence of chaotic mixing. We demonstrate the ability of the proposed platform to dictate droplet size, to provide a homogeneous temperature distribution, and to chaotically mix the droplet contents. Chaotic mixing in induction time measurements is facilitated by the motion of droplets through serpentine micromixer bends, while the extent of mixing is controlled by how much droplets move. Different nucleation kinetics are observed in experiments where the droplets are static, mixed, and in motion. We hypothesize that the droplet motion induces formation of a thin-liquid Bretherton film surrounding the droplets. The thin film shields droplets from solid boundaries that are more efficient heteronucleant surfaces compared to liquid-liquid interfaces. We observed that repeated microfluidic induction time measurements, particularly with moving droplets, produce significantly distinct cumulative nucleation probability curves, indicating that the measured nucleation kinetics depend strongly on the details of the experimental procedure, which we discuss in detail. Finally, we compare the microfluidic experiments to well-mixed, milliliter volume, turbidity-based measurements in the context of classic nucleation theory.
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Affiliation(s)
- Sameer
D. Shingte
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CA Delft, The Netherlands
| | - Olav Altenburg
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CA Delft, The Netherlands
| | - Peter J. T. Verheijen
- Biotechnology
Department, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Herman J. M. Kramer
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CA Delft, The Netherlands
| | - Huseyin Burak Eral
- Process
& Energy Department, Delft University
of Technology, Leeghwaterstraat 39, 2628 CA Delft, The Netherlands
- Van’t
Hoff Laboratory for Physical and Colloid Chemistry, Debye Institute, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
- E-mail:
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4
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Ilett M, Freeman HM, Aslam Z, Galloway JM, Klebl DP, Muench SP, McPherson IJ, Cespedes O, Kim Y, Meldrum FC, Yeandel SR, Freeman CL, Harding JH, Brydson RMD. Evaluation of correlated studies using liquid cell‐ and cryo‐transmission electron microscopy: Hydration of calcium sulfate and the phase transformation pathways of bassanite to gypsum. J Microsc 2022; 288:155-168. [PMID: 35348205 PMCID: PMC10084335 DOI: 10.1111/jmi.13102] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/10/2022] [Accepted: 03/15/2022] [Indexed: 11/29/2022]
Abstract
Insight into the nucleation, growth and phase transformations of calcium sulphate could improve the performance of construction materials, reduce scaling in industrial processes and aid understanding of its formation in the natural environment. Recent studies have suggested that the calcium sulphate pseudo polymorph, gypsum (CaSO4 ·2H2 O) can form in aqueous solution via a bassanite (CaSO4 ·0.5H2 O) intermediate. Some in situ experimental work has also suggested that the transformation of bassanite to gypsum can occur through an oriented assembly mechanism. In this work, we have exploited liquid cell transmission electron microscopy (LCTEM) to study the transformation of bassanite to gypsum in an undersaturated aqueous solution of calcium sulphate. This was benchmarked against cryogenic TEM (cryo-TEM) studies to validate internally the data obtained from the two microscopy techniques. When coupled with Raman spectroscopy, the real-time data generated by LCTEM, and structural data obtained from cryo-TEM show that bassanite can transform to gypsum via more than one pathway, the predominant one being dissolution/reprecipitation. Comparisons between LCTEM and cryo-TEM also show that the transformation is slower within the confined region of the liquid cell as compared to a bulk solution. This work highlights the important role of a correlated microscopy approach for the study of dynamic processes such as crystallisation from solution if we are to extract true mechanistic understanding.
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Affiliation(s)
- M. Ilett
- The Bragg Centre for Materials Research, School of Chemical and Process Engineering University of Leeds Leeds LS2 9JT UK
| | - H. M. Freeman
- The Bragg Centre for Materials Research, School of Chemical and Process Engineering University of Leeds Leeds LS2 9JT UK
| | - Z. Aslam
- The Bragg Centre for Materials Research, School of Chemical and Process Engineering University of Leeds Leeds LS2 9JT UK
| | - J. M. Galloway
- The Bragg Centre for Materials Research, School of Chemistry University of Leeds Leeds LS2 9JT UK
| | - D. P. Klebl
- The Bragg Centre for Materials Research, School of Biomedical Sciences and Astbury Centre for Structural and Molecular Biology University of Leeds Leeds LS2 9JT UK
| | - S. P. Muench
- The Bragg Centre for Materials Research, School of Biomedical Sciences and Astbury Centre for Structural and Molecular Biology University of Leeds Leeds LS2 9JT UK
| | - I. J. McPherson
- Department of Chemistry University of Warwick Gibbet Hill Coventry CV4 7AL
| | - O. Cespedes
- The Bragg Centre for Materials Research, Department of Physics University of Leeds Leeds LS2 9JT UK
| | - Y‐Y. Kim
- The Bragg Centre for Materials Research, School of Chemistry University of Leeds Leeds LS2 9JT UK
| | - F. C. Meldrum
- The Bragg Centre for Materials Research, School of Chemistry University of Leeds Leeds LS2 9JT UK
| | - S. R. Yeandel
- Department of Materials Science and Engineering University of Sheffield Sheffield S1 3JD
| | - C. L. Freeman
- Department of Materials Science and Engineering University of Sheffield Sheffield S1 3JD
| | - J. H. Harding
- Department of Materials Science and Engineering University of Sheffield Sheffield S1 3JD
| | - R. M. D. Brydson
- The Bragg Centre for Materials Research, School of Chemical and Process Engineering University of Leeds Leeds LS2 9JT UK
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5
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Cedeno R, Grossier R, Lagaize M, Nerini D, Candoni N, Flood A, Veesler S. Nucleation in Sessile Saline Microdroplets: Induction Time Measurement via Deliquescence-Recrystallization Cycling. Faraday Discuss 2022; 235:183-197. [DOI: 10.1039/d1fd00090j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Induction time, a measure of how long one will wait for nucleation to occur, is an important parameter in quantifying nucle-ation kinetics and its underlying mechanisms. Due to the stochastic...
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6
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Radajewski D, Hunter L, He X, Nahi O, Galloway JM, Meldrum FC. An innovative data processing method for studying nanoparticle formation in droplet microfluidics using X-rays scattering. LAB ON A CHIP 2021; 21:4498-4506. [PMID: 34671784 DOI: 10.1039/d1lc00545f] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
X-ray scattering techniques provide a powerful means of characterizing the formation of nanoparticles in solution. Coupling these techniques to segmented-flow microfluidic devices that offer well-defined environments gives access to in situ time-resolved analysis, excellent reproducibility, and eliminates potential radiation damage. However, analysis of the resulting datasets can be extremely time-consuming, where these comprise frames corresponding to the droplets alone, the continuous phase alone, and to both at their interface. We here describe a robust, low-cost, and versatile droplet microfluidics device and use it to study the formation of magnetite nanoparticles with simultaneous synchrotron SAXS and WAXS. Lateral outlet capillaries facilitate the X-ray analysis and reaction times of between a few seconds and minutes can be accommodated. A two-step data processing method is then described that exploits the unique WAXS signatures of the droplets, continuous phase, and interfacial region to identify the frames corresponding to the droplets. These are then sorted, and the background scattering is subtracted using an automated frame-by-frame approach, allowing the signal from the nanoparticles to be isolated from the raw data. Modeling these data gives quantitative information about the evolution of the sizes and structures of the nanoparticles, in agreement with TEM observations. This versatile platform can be readily employed to study a wide range of dynamic processes in heterogeneous systems.
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Affiliation(s)
- Dimitri Radajewski
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK.
| | - Liam Hunter
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK.
| | - Xuefeng He
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK.
| | - Ouassef Nahi
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK.
| | - Johanna M Galloway
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK.
| | - Fiona C Meldrum
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK.
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7
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Cui X, Hu T, Chen Q, Zhao Q, Wu Y, Xie T, Liu P, Su X, Li G. A facile and rapid route to self-digitization of samples into a high density microwell array for digital bioassays. Talanta 2021; 233:122589. [PMID: 34215079 DOI: 10.1016/j.talanta.2021.122589] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 01/11/2023]
Abstract
Digital bioassays are powerful methods to detect rare analytes from complex mixtures and study the temporal processes of individual entities within biological systems. In digital bioassays, a crucial first step is the discretization of samples into a large number of identical independent partitions. Here, we developed a rapid and facile sample partitioning method for versatile digital bioassays. This method is based on a detachable self-digitization (DSD) chip which couples a reversible assembly configuration and a predegassing-based self-pumping mechanism to achieve an easy, fast, and large-scale sample partitioning. The DSD chip consists of a channel layer used for loading the sample and a microwell layer used for holding the sample partitions. Benefitting from its detachability, the chip avoids a lengthy oil flushing process used to remove the excess sample in loading channels and can compartmentalize a sample into more than 100,000 wells of picoliter volume with densities up to 14,000 wells/cm2 in less than 30 s. We also demonstrated the utility of the proposed method by applying it to digital PCR and digital microbial assays.
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Affiliation(s)
- Xu Cui
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Tianbao Hu
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Qiang Chen
- Institute of Fluid Measurement and Simulation, China Jiliang University, Hangzhou, 310018, China
| | - Qiang Zhao
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Yin Wu
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Tengbao Xie
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Pengyong Liu
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Xi Su
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China
| | - Gang Li
- Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Defense Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, 400044, China.
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8
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Roy P, Liu S, Dutcher CS. Droplet Interfacial Tensions and Phase Transitions Measured in Microfluidic Channels. Annu Rev Phys Chem 2021; 72:73-97. [PMID: 33607917 DOI: 10.1146/annurev-physchem-090419-105522] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Measurements of droplet phase and interfacial tension (IFT) are important in the fields of atmospheric aerosols and emulsion science. Bulk macroscale property measurements with similar constituents cannot capture the effect of microscopic length scales and highly curved surfaces on the transport characteristics and heterogeneous chemistry typical in these applications. Instead, microscale droplet measurements ensure properties are measured at the relevant length scale. With recent advances in microfluidics, customized multiphase fluid flows can be created in channels for the manipulation and observation of microscale droplets in an enclosed setting without the need for large and expensive control systems. In this review, we discuss the applications of different physical principles at the microscale and corresponding microfluidic approaches for the measurement of droplet phase state, viscosity, and IFT.
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Affiliation(s)
- Priyatanu Roy
- Department of Mechanical Engineering, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, USA;
| | - Shihao Liu
- Department of Mechanical Engineering, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, USA;
| | - Cari S Dutcher
- Department of Mechanical Engineering, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, USA; .,Department of Chemical Engineering and Materials Science, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, USA
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9
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Meldrum FC, O'Shaughnessy C. Crystallization in Confinement. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2020; 32:e2001068. [PMID: 32583495 DOI: 10.1002/adma.202001068] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 03/26/2020] [Accepted: 03/27/2020] [Indexed: 05/23/2023]
Abstract
Many crystallization processes of great importance, including frost heave, biomineralization, the synthesis of nanomaterials, and scale formation, occur in small volumes rather than bulk solution. Here, the influence of confinement on crystallization processes is described, drawing together information from fields as diverse as bioinspired mineralization, templating, pharmaceuticals, colloidal crystallization, and geochemistry. Experiments are principally conducted within confining systems that offer well-defined environments, varying from droplets in microfluidic devices, to cylindrical pores in filtration membranes, to nanoporous glasses and carbon nanotubes. Dramatic effects are observed, including a stabilization of metastable polymorphs, a depression of freezing points, and the formation of crystals with preferred orientations, modified morphologies, and even structures not seen in bulk. Confinement is also shown to influence crystallization processes over length scales ranging from the atomic to hundreds of micrometers, and to originate from a wide range of mechanisms. The development of an enhanced understanding of the influence of confinement on crystal nucleation and growth will not only provide superior insight into crystallization processes in many real-world environments, but will also enable this phenomenon to be used to control crystallization in applications including nanomaterial synthesis, heavy metal remediation, and the prevention of weathering.
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Affiliation(s)
- Fiona C Meldrum
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
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10
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Pal K, Ramkrishna D, Nagy ZK. Mathematical Modeling of Emulsion Solvent Diffusion for Spherical Crystallization: How To Deconvolute Primary Crystal Size Distribution from Agglomerate Size Distribution? Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.9b05583] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Kanjakha Pal
- Davidson School of Chemical Engineering, Purdue University, 480 West Stadium Avenue, West Lafayette, Indiana 47907, United States
| | - Doraiswami Ramkrishna
- Davidson School of Chemical Engineering, Purdue University, 480 West Stadium Avenue, West Lafayette, Indiana 47907, United States
| | - Zoltan K. Nagy
- Davidson School of Chemical Engineering, Purdue University, 480 West Stadium Avenue, West Lafayette, Indiana 47907, United States
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11
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Cheuk D, Zeglinski J, Krishnaraj R, Rasmuson ÅC. Influence of solvent on crystal nucleation of benzocaine. CrystEngComm 2020. [DOI: 10.1039/d0ce01306d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The influence of the solvent in nucleation of benzocaine FII was explored by measuring nucleation induction times, probing solvent–solute interactions with spectroscopy and modelling the strength of solvent–solute intermolecular interactions using DFT.
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Affiliation(s)
- Dominic Cheuk
- Synthesis and Solid State Pharmaceutical Centre (SSPC)
- Bernal Institute
- Department of Chemical and Environmental Science
- University of Limerick
- Limerick V94 T9PX
| | - Jacek Zeglinski
- Synthesis and Solid State Pharmaceutical Centre (SSPC)
- Bernal Institute
- Department of Chemical and Environmental Science
- University of Limerick
- Limerick V94 T9PX
| | - Renuka Krishnaraj
- Synthesis and Solid State Pharmaceutical Centre (SSPC)
- Bernal Institute
- Department of Chemical and Environmental Science
- University of Limerick
- Limerick V94 T9PX
| | - Åke C. Rasmuson
- Synthesis and Solid State Pharmaceutical Centre (SSPC)
- Bernal Institute
- Department of Chemical and Environmental Science
- University of Limerick
- Limerick V94 T9PX
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12
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Emmanuel M, Horváth D, Tóth Á. Flow-driven crystal growth of lithium phosphate in microchannels. CrystEngComm 2020. [DOI: 10.1039/d0ce00540a] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Flow-driven asymmetric growth of lithium phosphate in the presence of concentration gradients in a microchannel.
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Affiliation(s)
- Michael Emmanuel
- Department of Physical Chemistry and Materials Science
- University of Szeged
- Szeged
- Hungary
| | - Dezső Horváth
- Department of Applied and Environmental Chemistry
- University of Szeged
- Szeged
- Hungary
| | - Ágota Tóth
- Department of Physical Chemistry and Materials Science
- University of Szeged
- Szeged
- Hungary
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13
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dos Santos E, Maggioni GM, Mazzotti M. Statistical Analysis and Nucleation Parameter Estimation from Nucleation Experiments in Flowing Microdroplets. CRYSTAL GROWTH & DESIGN 2019; 19:6159-6174. [PMID: 31956300 PMCID: PMC6961308 DOI: 10.1021/acs.cgd.9b00562] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2019] [Revised: 09/18/2019] [Indexed: 05/18/2023]
Abstract
We have studied the primary nucleation of adipic acid from aqueous solutions in thousands of microdroplets generated in a fully automated microfluidic setup. By varying supersaturation in solution and residence time, we were able to estimate nucleation rates and growth times, while accounting for the stochastic nature of nucleation, the variability in microdroplet volumes (which is kept below 2%, thanks to a carefully designed experimental protocol), and the uncertainty in the automated image analysis procedure. Through a thorough statistical analysis we have obtained exact expressions for the expected values and the variances of all the random variables involved, all the way to the nucleation rate and the growth time associated with each supersaturation level explored and to the model parameters appearing in the corresponding constitutive equations. We have analyzed what controls the overall uncertainty in the estimation of the physical quantities above. We have shown that the distribution of droplet volumes at the level observed here is not limiting, whereas the detection technique and the image analysis algorithm play a critical role, together with the fact that the supersaturation levels and residence times that can be reasonably explored are limited. The tools and methods presented and made available to the scientific community will help in making microfluidics-based studies of nucleation more effective.
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Affiliation(s)
| | | | - Marco Mazzotti
- Institute
of Process Engineering, ETH Zurich, Sonneggstrasse 3, Zurich CH-8092, Switzerland
- M.M.:
tel, +41 44 632 24
56; fax, +41 44 632 11 41; e-mail,
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14
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Kunti G, Bhattacharya A, Chakraborty S. Strong rotating flow in stationary droplets in low power budget using wire electrode configuration. Electrophoresis 2019; 40:2971-2978. [PMID: 31424093 DOI: 10.1002/elps.201900272] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 07/20/2019] [Accepted: 08/15/2019] [Indexed: 01/20/2023]
Affiliation(s)
- Golak Kunti
- Department of Mechanical EngineeringIndian Institute of Technology Kharagpur Kharagpur West Bengal India
| | - Anandaroop Bhattacharya
- Department of Mechanical EngineeringIndian Institute of Technology Kharagpur Kharagpur West Bengal India
| | - Suman Chakraborty
- Department of Mechanical EngineeringIndian Institute of Technology Kharagpur Kharagpur West Bengal India
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15
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Dynamic characterization of nanoparticles production in a droplet-based continuous flow microreactor. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.02.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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16
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Abstract
Materials science is a fast-evolving area that aims to uncover functional materials with ever more sophisticated properties and functions. For this to happen, new methodologies for materials synthesis, optimization, and preparation are desired. In this context, microfluidic technologies have emerged as a key enabling tool for a low-cost and fast prototyping of materials. Their ability to screen multiple reaction conditions rapidly with a small amount of reagent, together with their unique physico-chemical characteristics, have made microfluidic devices a cornerstone technology in this research field. Among the different microfluidic approaches to materials synthesis, the main contenders can be classified in two categories: continuous-flow and segmented-flow microfluidic devices. These two families of devices present very distinct characteristics, but they are often pooled together in general discussions about the field with seemingly little awareness of the major divide between them. In this perspective, we outline the parallel evolution of those two sub-fields by highlighting the key differences between both approaches, via a discussion of their main achievements. We show how continuous-flow microfluidic approaches, mimicking nature, provide very finely-tuned chemical gradients that yield highly-controlled reaction–diffusion (RD) areas, while segmented-flow microfluidic systems provide, on the contrary, very fast homogenization methods, and therefore well-defined super-saturation regimes inside arrays of micro-droplets that can be manipulated and controlled at the milliseconds scale. Those two classes of microfluidic reactors thus provide unique and complementary advantages over classical batch synthesis, with a drive towards the rational synthesis of out-of-equilibrium states for the former, and the preparation of high-quality and complex nanoparticles with narrow size distributions for the latter.
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17
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Cedeno R, Maosoongnern S, Flood A. Direct Measurements of Primary Nucleation Rates of p-Aminobenzoic Acid and Glutamic Acid and Comparison with Predictions from Induction Time Distributions. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b03625] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ruel Cedeno
- Department of Chemical and Biomolecular Engineering, School of Energy Science and Engineering, Vidyasirimedhi Institute of Science and Technology, Rayong 21210, Thailand
| | - Somchai Maosoongnern
- Department of Chemical and Biomolecular Engineering, School of Energy Science and Engineering, Vidyasirimedhi Institute of Science and Technology, Rayong 21210, Thailand
| | - Adrian Flood
- Department of Chemical and Biomolecular Engineering, School of Energy Science and Engineering, Vidyasirimedhi Institute of Science and Technology, Rayong 21210, Thailand
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18
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dos Santos EC, Ładosz A, Maggioni GM, Rudolf von Rohr P, Mazzotti M. Characterization of shapes and volumes of droplets generated in PDMS T-junctions to study nucleation. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.09.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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19
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Shi H, Xiao Y, Huang X, Bao Y, Xie C, Hao H. Homogeneous and Heterogeneous Nucleation of Potash Alum in Drop-Based Microfluidic Device. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b03286] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Huanhuan Shi
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, P. R. China
| | - Yan Xiao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, P. R. China
| | - Xin Huang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, P. R. China
| | - Ying Bao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, P. R. China
| | - Chuang Xie
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, P. R. China
| | - Hongxun Hao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, P. R. China
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20
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Nappo V, Sullivan R, Davey R, Kuhn S, Gavriilidis A, Mazzei L. Effect of shear rate on primary nucleation of para-amino benzoic acid in solution under different fluid dynamic conditions. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.04.039] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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21
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22
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Li S, Zeng M, Gaule T, McPherson MJ, Meldrum FC. Passive Picoinjection Enables Controlled Crystallization in a Droplet Microfluidic Device. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2017; 13:1702154. [PMID: 28873281 DOI: 10.1002/smll.201702154] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2017] [Indexed: 06/07/2023]
Abstract
Segmented flow microfluidic devices offer an attractive means of studying crystallization processes. However, while they are widely employed for protein crystallization, there are few examples of their use for sparingly soluble compounds due to problems with rapid device fouling and irreproducibility over longer run-times. This article presents a microfluidic device which overcomes these issues, as this is constructed around a novel design of "picoinjector" that facilitates direct injection into flowing droplets. Exploiting a Venturi junction to reduce the pressure within the droplet, it is shown that passive injection of solution from a side-capillary can be achieved in the absence of an applied electric field. The operation of this device is demonstrated for calcium carbonate, where highly reproducible results are obtained over long run-times at high supersaturations. This compares with conventional devices that use a Y-junction to achieve solution loading, where in-channel precipitation of calcium carbonate occurs even at low supersaturations. This work not only opens the door to the use of microfluidics to study the crystallization of low solubility compounds, but the simple design of a passive picoinjector will find wide utility in areas including multistep reactions and investigation of reaction dynamics.
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Affiliation(s)
- Shunbo Li
- School of Chemistry, University of Leeds, Leeds, LS2 9JT, UK
| | - Muling Zeng
- School of Chemistry, University of Leeds, Leeds, LS2 9JT, UK
| | - Thembaninkosi Gaule
- Astbury Centre for Structural Molecular Biology, School of Molecular and Cellular Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - Michael J McPherson
- Astbury Centre for Structural Molecular Biology, School of Molecular and Cellular Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - Fiona C Meldrum
- School of Chemistry, University of Leeds, Leeds, LS2 9JT, UK
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23
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Little LJ, King AAK, Sear RP, Keddie JL. Controlling the crystal polymorph by exploiting the time dependence of nucleation rates. J Chem Phys 2017; 147:144505. [DOI: 10.1063/1.4993566] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Laurie J. Little
- Department of Physics, University of Surrey, Guildford, Surrey GU2 7XH, United Kingdom
| | - Alice A. K. King
- Department of Physics, University of Surrey, Guildford, Surrey GU2 7XH, United Kingdom
- Department of Physics and Astronomy, University of Sussex, Brighton BN1 9RH, United Kingdom
| | - Richard P. Sear
- Department of Physics, University of Surrey, Guildford, Surrey GU2 7XH, United Kingdom
| | - Joseph L. Keddie
- Department of Physics, University of Surrey, Guildford, Surrey GU2 7XH, United Kingdom
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24
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Bao B, Riordon J, Mostowfi F, Sinton D. Microfluidic and nanofluidic phase behaviour characterization for industrial CO 2, oil and gas. LAB ON A CHIP 2017; 17:2740-2759. [PMID: 28731086 DOI: 10.1039/c7lc00301c] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Microfluidic systems that leverage unique micro-scale phenomena have been developed to provide rapid, accurate and robust analysis, predominantly for biomedical applications. These attributes, in addition to the ability to access high temperatures and pressures, have motivated recent expanded applications in phase measurements relevant to industrial CO2, oil and gas applications. We here present a comprehensive review of this exciting new field, separating microfluidic and nanofluidic approaches. Microfluidics is practical, and provides similar phase properties analysis to established bulk methods with advantages in speed, control and sample size. Nanofluidic phase behaviour can deviate from bulk measurements, which is of particular relevance to emerging unconventional oil and gas production from nanoporous shale. In short, microfluidics offers a practical, compelling replacement of current bulk phase measurement systems, whereas nanofluidics is not practical, but uniquely provides insight into phase change phenomena at nanoscales. Challenges, trends and opportunities for phase measurements at both scales are highlighted.
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Affiliation(s)
- Bo Bao
- Interface Fluidics, 11421 Saskatchewan Dr. NW, Edmonton, Alberta, Canada
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25
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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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26
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Pham N, Radajewski D, Round A, Brennich M, Pernot P, Biscans B, Bonneté F, Teychené S. Coupling High Throughput Microfluidics and Small-Angle X-ray Scattering to Study Protein Crystallization from Solution. Anal Chem 2017; 89:2282-2287. [DOI: 10.1021/acs.analchem.6b03492] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Nhat Pham
- Laboratoire
de Génie Chimique, Université de Toulouse, CNRS, INPT, UPS, 4 allée Emile Monso, 31432 Toulouse, France
| | - Dimitri Radajewski
- Laboratoire
de Génie Chimique, Université de Toulouse, CNRS, INPT, UPS, 4 allée Emile Monso, 31432 Toulouse, France
| | - Adam Round
- European Molecular Biology Laboratory, 71 avenue des Martyrs, 38042 Grenoble, France
- Unit
for Virus Host-Cell Interactions, Université Grenoble Alpes-EMBL-CNRS, 71 avenue des Martyrs, 38042 Grenoble, France
| | - Martha Brennich
- European Synchrotron Radiation Facility, 71 avenue des Martyrs, 38000 Grenoble, France
| | - Petra Pernot
- European Synchrotron Radiation Facility, 71 avenue des Martyrs, 38000 Grenoble, France
| | - Béatrice Biscans
- Laboratoire
de Génie Chimique, Université de Toulouse, CNRS, INPT, UPS, 4 allée Emile Monso, 31432 Toulouse, France
| | - Françoise Bonneté
- Institut
des Biomolécules Max-Mousseron, UMR 5247, Université d’Avignon, 301
rue Baruch de Spinoza, 84000 Avignon, France
| | - Sébastien Teychené
- Laboratoire
de Génie Chimique, Université de Toulouse, CNRS, INPT, UPS, 4 allée Emile Monso, 31432 Toulouse, France
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27
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Kashchiev D. Modeling the Effect of Monomer Conformational Change on the Early Stage of Protein Self-Assembly into Fibrils. J Phys Chem B 2016; 121:35-46. [PMID: 28029261 DOI: 10.1021/acs.jpcb.6b09302] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Filamentous self-assembly of proteins is an important process implicated in a plethora of human diseases and of interest for nanotechnology. Using rate equations, we analyze the early stage of the process in solutions that initially contain fibrillation-passive protein monomers and in which the nascent fibrils are practically insoluble. The analysis is based on a model accounting for the conformational and/or other changes the passive monomers experience to transform themselves into fibrillation-active monomers and thus become fibril nuclei. The model allows exact, comprehensive, and simple mathematical description of the early stage of fibrillation, which reveals the usually neglected role of the nucleation nonstationarity in this stage of fibrillation. We obtain exact and user-friendly expressions for experimentally accessible quantities such as the size distribution of fibrils, their number and mass concentrations, the rate and nonstationary period of fibril nucleation, and the delay time of fibril formation. Analyzing available experimental data, we find that the theory successfully describes the fibrillation time course of pathological and nonpathological ataxin-3, a protein involved in the neurodegenerative disorder spinocerebellar ataxia type-3. The analysis provides mechanistic insight into the reason for the higher fibril nucleation and elongation rates of the pathological ataxin-3.
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Affiliation(s)
- Dimo Kashchiev
- Institute of Physical Chemistry, Bulgarian Academy of Sciences , ul. Acad. G. Bonchev 11, Sofia 1113, Bulgaria
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28
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Prileszky TA, Furst EM. Crystallization Kinetics of Partially Crystalline Emulsion Droplets in a Microfluidic Device. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:5141-5146. [PMID: 27137839 DOI: 10.1021/acs.langmuir.6b00420] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We measure the crystallization kinetics of petrolatum-hexadecane emulsion droplets as they are produced in a microfluidic device. After droplets form, they are cooled, causing an interior network of wax crystallites to grow. Polarized light microscopy is used to quantify the droplet crystallinity as a function of residence time in the device. Two wavelengths and two polarization orientations are used to decouple the wavelength dependence of the optical retardation, the crystallite orientation, and the crystallite number density. The droplet crystallinity follows the Avrami kinetic model with parameter values in agreement with the theoretically expected values. These results provide a means to engineer the crystallization kinetics, stability, and arrested coalescence of partially crystalline emulsion droplets.
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Affiliation(s)
- Tamás A Prileszky
- Department of Chemical and Biomolecular Engineering, Center for Molecular and Engineering Thermodynamics, Allan P. Colburn Laboratory, University of Delaware , 150 Academy Street, Newark, Delaware 19716, United States
| | - Eric M Furst
- Department of Chemical and Biomolecular Engineering, Center for Molecular and Engineering Thermodynamics, Allan P. Colburn Laboratory, University of Delaware , 150 Academy Street, Newark, Delaware 19716, United States
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29
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Kasule JS, Maddala J, Mobed P, Rengaswamy R. Very large scale droplet microfluidic integration (VLDMI) using genetic algorithm. Comput Chem Eng 2016. [DOI: 10.1016/j.compchemeng.2015.10.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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30
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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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31
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Mealey D, Croker DM, Rasmuson ÅC. Crystal nucleation of salicylic acid in organic solvents. CrystEngComm 2015. [DOI: 10.1039/c4ce01428f] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Nucleation of salicylic acid in different solvents becomes gradually more difficult in the order: chloroform, ethyl acetate, acetonitrile, acetone, methanol and acetic acid. By comparing the results of metastable zone width and induction time experiments new insights are obtained.
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Affiliation(s)
- Donal Mealey
- Synthesis and Solid-State Pharmaceutical Centre
- Materials and Surface Science Institute
- Department of Chemical and Environmental Science
- University of Limerick
- , UK
| | - Denise M. Croker
- Synthesis and Solid-State Pharmaceutical Centre
- Materials and Surface Science Institute
- Department of Chemical and Environmental Science
- University of Limerick
- , UK
| | - Åke C. Rasmuson
- Synthesis and Solid-State Pharmaceutical Centre
- Materials and Surface Science Institute
- Department of Chemical and Environmental Science
- University of Limerick
- , UK
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32
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Sear RP. Quantitative studies of crystal nucleation at constant supersaturation: experimental data and models. CrystEngComm 2014. [DOI: 10.1039/c4ce00344f] [Citation(s) in RCA: 103] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Crystallisation starts with nucleation, which is rather poorly understood.
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33
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Maddala J, Rengaswamy R. Design of multi-functional microfluidic ladder networks to passively control droplet spacing using genetic algorithms. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2013.09.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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34
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Benages-Vilau R, Calvet T, Cuevas-Diarte M. Polymorphism, crystal growth, crystal morphology and solid-state miscibility of alkali nitrates. CRYSTALLOGR REV 2013. [DOI: 10.1080/0889311x.2013.838673] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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35
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Kim J, Vanapalli SA. Microfluidic production of spherical and nonspherical fat particles by thermal quenching of crystallizable oils. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2013; 29:12307-12316. [PMID: 24000772 DOI: 10.1021/la401338m] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
We report the microfluidic production of spherical and nonspherical fat particles from crystallizable oils. The method is based on microfluidic generation of oil droplets at a cross-junction followed by thermal solidification downstream in a microcapillary. We vary the drop production conditions and the device temperature and demonstrate that the size, shape, and crystallinity can be controlled. By measuring thermal gradients in the microcapillary, we show that crystalline fat particles are best produced when the device temperature is below the onset temperature of bulk fat crystallization. To produce monodisperse nonspherical fat particles, we find that the carrier fluid flow rate needs to be sufficiently high to provide strong hydrodynamic forces to transport the confined rod-like particles. We identify the scaling relationship between geometric confinement and particle elasticity necessary to maintain the nonspherical shape. Thus, our study provides guidelines for the production of spherical and nonspherical fat particles that can be potentially used for controlling microstructure, rheology, and drug encapsulation in foods, cosmetics, and pharmaceutical creams that employ crystallizable oils.
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Affiliation(s)
- Jihye Kim
- Department of Chemical Engineering, Texas Tech University , Lubbock, Texas 79409, United States
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36
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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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37
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Quon JL, Chadwick K, Wood GPF, Sheu I, Brettmann BK, Myerson AS, Trout BL. Templated nucleation of acetaminophen on spherical excipient agglomerates. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2013; 29:3292-3300. [PMID: 23414233 DOI: 10.1021/la3041083] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
We investigated the effect of spherical agglomeration of heterogeneous crystalline substrates on the nucleation of acetaminophen (AAP). Optical and electron microscopy showed that the surface morphologies of single crystal triclinic lactose and D-mannitol differed significantly from their counterparts formed via spherical agglomeration. Spherical agglomerates of lactose were shown to enhance the nucleation rate of acetaminophen (AAP) by a factor of 11 compared to single crystal lactose; however, no such enhancement was observed for D-mannitol. X-ray powder diffraction identified the presence of new crystal faces of lactose present only in the spherical agglomerates However, D-mannitol did not show any significant change in crystal morphology. The new crystal faces of triclinic lactose were analyzed using geometric lattice matching software and molecular dynamics simulations to establish any new and significant epitaxial matches between lactose and AAP. A coincident lattice match and a large favorable energy interaction from hydrogen bonding were observed between the (141¯) and (001) crystal faces of lactose and AAP, respectively. The enhanced nucleation kinetics, X-ray data, and computational studies indicated that the spherical crystallization of lactose exposed the (141¯) face on the surface of the agglomerates, which subsequently enhanced the nucleation rate of AAP through geometric lattice matching and molecular functionality. This study highlights the importance of exploring different heterogeneous substrate morphologies for enhancing nucleation kinetics.
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Affiliation(s)
- Justin L Quon
- Novartis-MIT Center for Continuous Manufacturing and Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
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38
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Edwards F, Tsakmaka C, Mohr S, Fielden PR, Goddard NJ, Booth J, Tam KY. Using droplet-based microfluidic technology to study the precipitation of a poorly water-soluble weakly basic drug upon a pH-shift. Analyst 2013; 138:339-45. [DOI: 10.1039/c2an36364j] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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39
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Yashina A, Meldrum F, Demello A. Calcium carbonate polymorph control using droplet-based microfluidics. BIOMICROFLUIDICS 2012; 6:22001-2200110. [PMID: 22655005 PMCID: PMC3360709 DOI: 10.1063/1.3683162] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2011] [Accepted: 01/12/2012] [Indexed: 05/28/2023]
Abstract
Calcium carbonate (CaCO(3)) is one of the most abundant minerals and of high importance in many areas of science including global CO(2) exchange, industrial water treatment energy storage, and the formation of shells and skeletons. Industrially, calcium carbonate is also used in the production of cement, glasses, paints, plastics, rubbers, ceramics, and steel, as well as being a key material in oil refining and iron ore purification. CaCO(3) displays a complex polymorphic behaviour which, despite numerous experiments, remains poorly characterised. In this paper, we report the use of a segmented-flow microfluidic reactor for the controlled precipitation of calcium carbonate and compare the resulting crystal properties with those obtained using both continuous flow microfluidic reactors and conventional bulk methods. Through combination of equal volumes of equimolar aqueous solutions of calcium chloride and sodium carbonate on the picoliter scale, it was possible to achieve excellent definition of both crystal size and size distribution. Furthermore, highly reproducible control over crystal polymorph could be realised, such that pure calcite, pure vaterite, or a mixture of calcite and vaterite could be precipitated depending on the reaction conditions and droplet-volumes employed. In contrast, the crystals precipitated in the continuous flow and bulk systems comprised of a mixture of calcite and vaterite and exhibited a broad distribution of sizes for all reaction conditions investigated.
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Ildefonso M, Candoni N, Veesler S. A Cheap, Easy Microfluidic Crystallization Device Ensuring Universal Solvent Compatibility. Org Process Res Dev 2012. [DOI: 10.1021/op200291z] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Manuel Ildefonso
- Centre Interdisciplinaire
de Nanosciences de Marseille CINAM-CNRS, Aix-Marseille Université, Campus de Luminy, F-13288 Marseille,
France
| | - Nadine Candoni
- Centre Interdisciplinaire
de Nanosciences de Marseille CINAM-CNRS, Aix-Marseille Université, Campus de Luminy, F-13288 Marseille,
France
| | - Stéphane Veesler
- Centre Interdisciplinaire
de Nanosciences de Marseille CINAM-CNRS, Aix-Marseille Université, Campus de Luminy, F-13288 Marseille,
France
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Dursch TJ, Ciontea MA, Radke CJ, Weber AZ. Isothermal ice crystallization kinetics in the gas-diffusion layer of a proton-exchange-membrane fuel cell. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2012; 28:1222-1234. [PMID: 22133053 DOI: 10.1021/la2033737] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Nucleation and growth of ice in the fibrous gas-diffusion layer (GDL) of a proton-exchange membrane fuel cell (PEMFC) are investigated using isothermal differential scanning calorimetry (DSC). Isothermal crystallization rates and pseudo-steady-state nucleation rates are obtained as a function of subcooling from heat-flow and induction-time measurements. Kinetics of ice nucleation and growth are studied at two polytetrafluoroethylene (PTFE) loadings (0 and 10 wt %) in a commercial GDL for temperatures between 240 and 273 K. A nonlinear ice-crystallization rate expression is developed using Johnson-Mehl-Avrami-Kolmogorov (JMAK) theory, in which the heat-transfer-limited growth rate is determined from the moving-boundary Stefan problem. Induction times follow a Poisson distribution and increase upon addition of PTFE, indicating that nucleation occurs more slowly on a hydrophobic fiber than on a hydrophilic fiber. The determined nucleation rates and induction times follow expected trends from classical nucleation theory. A validated rate expression is now available for predicting ice-crystallization kinetics in GDLs.
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Affiliation(s)
- T J Dursch
- Chemical and Biomolecular Engineering Department, University of California, Berkeley, California 94720, USA
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42
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Design of a model-based feedback controller for active sorting and synchronization of droplets in a microfluidic loop. AIChE J 2011. [DOI: 10.1002/aic.12740] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Grossier R, Hammadi Z, Morin R, Veesler S. Predictive nucleation of crystals in small volumes and its consequences. PHYSICAL REVIEW LETTERS 2011; 107:025504. [PMID: 21797619 DOI: 10.1103/physrevlett.107.025504] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2011] [Indexed: 05/18/2023]
Abstract
We propose another way of getting to the bottom of nucleation by using finite volume systems. Here we show, using a sharp tip, that a single nucleation event is launched as soon as the tip touches the supersaturated confined metastable solution. We thus control spatial and temporal location and demonstrate that confinement allows us to carry out predictive nucleation experiments. This control is a major step forward in understanding the factors influencing the nucleation process and its underlying physics.
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Affiliation(s)
- Romain Grossier
- CNRS, Aix-Marseille University, CINaM (Centre Interdisciplinaire de Nanosciences de Marseille), Campus de Luminy, Case 913, F-13288 Marseille Cedex 09, France
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Wang JT, Wang J, Han JJ. Fabrication of advanced particles and particle-based materials assisted by droplet-based microfluidics. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2011; 7:1728-54. [PMID: 21618428 DOI: 10.1002/smll.201001913] [Citation(s) in RCA: 177] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2010] [Revised: 01/17/2011] [Indexed: 05/06/2023]
Abstract
Recent advances in the fabrication of complex particles and particle-based materials assisted by droplet-based microfluidics are reviewed. Monodisperse particles with expected internal structures, morphologies, and sizes in the range of nanometers to hundreds of micrometers have received a good deal of attention in recent years. Due to the capability of generating monodisperse emulsions and of executing precise control and operations on the suspended droplets inside the microchannels, droplet-based microfluidic devices have become powerful tools for fabricating complex particles with desired properties. Emulsions and multiple-emulsions generated in the microfluidic devices can be composed of a variety of materials including aqueous solutions, gels, polymers and solutions containing functional nanoparticles. They are ideal microreactors or fine templates for synthesizing advanced particles, such as polymer particles, microcapsules, nanocrystals, and photonic crystal clusters or beads by further chemical or physical operations. These particles are promising materials that may be applicable for many fields, such as photonic materials, drug delivery systems, and bio-analysis. From simple to complex, from spherical to nonspherical, from polymerization and reaction crystallization to self-assembly, this review aims to help readers be aware of the many aspects of this field.
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Affiliation(s)
- Jing-Tao Wang
- School of Chemical Engineering and Technology & State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin, P. R. China, 300072.
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Diao Y, Myerson AS, Hatton TA, Trout BL. Surface design for controlled crystallization: the role of surface chemistry and nanoscale pores in heterogeneous nucleation. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2011; 27:5324-5334. [PMID: 21480598 DOI: 10.1021/la104351k] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Current industrial practice for control of primary nucleation (nucleation from a system without pre-existing crystalline matter) during crystallization from solution involves control of supersaturation generation, impurity levels, and solvent composition. Nucleation behavior remains largely unpredictable, however, due to the presence of container surfaces, dust, dirt, and other impurities that can provide heterogeneous nucleation sites, thus making the control and scale-up of processes that depend on primary nucleation difficult. To develop a basis for the rational design of surfaces to control nucleation during crystallization from solution, we studied the role of surface chemistry and morphology of various polymeric substrates on heterogeneous nucleation using aspirin as a model compound. Nucleation induction time statistics were utilized to investigate and quantify systematically the effectiveness of polymer substrates in inducing nucleation. The nucleation induction time study revealed that poly(4-acryloylmorpholine) and poly(2-carboxyethyl acrylate), each cross-linked by divinylbenzene, significantly lowered the nucleation induction time of aspirin while the other polymers were essentially inactive. In addition, we found the presence of nanoscopic pores on certain polymer surfaces led to order-of-magnitude faster aspirin nucleation rates when compared with surfaces without pores. We studied the preferred orientation of aspirin crystals on polymer films and found the nucleation-active polymer surfaces preferentially nucleated the polar facets of aspirin, guided by hydrogen bonds. A model based on interfacial free energies was also developed which predicted the same trend of polymer surface nucleation activities as indicated by the nucleation induction times.
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Affiliation(s)
- Ying Diao
- Department of Chemical Engineering, Massachusetts Institute of Technology, E19-502B, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139-4307, United States
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Kožíšek Z, Sato K, Ueno S, Demo P. Formation of crystal nuclei near critical supersaturation in small volumes. J Chem Phys 2011; 134:094508. [DOI: 10.1063/1.3559453] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
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Abstract
The application of microfluidics in chemistry has gained significant importance in the recent years. Miniaturized chemistry platforms provide controlled fluid transport, rapid chemical reactions, and cost-saving advantages over conventional reactors. The advantages of microfluidics have been clearly established in the field of analytical and bioanalytical sciences and in the field of organic synthesis. It is less true in the field of inorganic chemistry and materials science; however in inorganic chemistry it has mostly been used for the separation and selective extraction of metal ions. Microfluidics has been used in materials science mainly for the improvement of nanoparticle synthesis, namely metal, metal oxide, and semiconductor nanoparticles. Microfluidic devices can also be used for the formulation of more advanced and sophisticated inorganic materials or hybrids.
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Affiliation(s)
- Ali Abou-Hassan
- UPMC Univ Paris 06, UMR 7195 PECSA, Physicochimie des Electrolytes, Colloïdes, Sciences Analytiques, 75005 Paris, France.
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Selimović S, Gobeaux F, Fraden S. Mapping and manipulating temperature-concentration phase diagrams using microfluidics. LAB ON A CHIP 2010; 10:1696-9. [PMID: 20407673 DOI: 10.1039/b925661j] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
We describe a microfluidic device for mapping phase diagrams of aqueous samples as a function of concentration and temperature. This double-layer (poly)dimethylsiloxane (PDMS) device contains a storage layer, in which hundreds of nanolitre sized aqueous droplets can be simultaneously formed and stored. A second layer, separated by a thin, water-permeable PDMS-membrane contains twelve reservoir channels filled with different salt solutions. When there is a difference between the concentrations of salt in the reservoir solutions and the aqueous droplets, water migrates across the membrane and causes the droplets to reversibly shrink or expand and the concentration of all solutes inside the droplets changes. We now incorporate a temperature stage that generates a linear gradient in temperature across the chip oriented perpendicular to the concentration gradient. Robust operation of several variants of the PhaseChip is demonstrated with examples in liquid-liquid phase separation and protein crystallization experiments.
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Affiliation(s)
- Seila Selimović
- Martin Fisher School of Physics, Brandeis University, 415 South Street, Waltham, MA 02453, USA
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