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Bell TN, Kusi-Appiah AE, Tocci V, Lyu P, Zhu L, Zhu F, Van Winkle D, Cao H, Singh MS, Lenhert S. Scalable lipid droplet microarray fabrication, validation, and screening. PLoS One 2024; 19:e0304736. [PMID: 38968248 PMCID: PMC11226032 DOI: 10.1371/journal.pone.0304736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 05/16/2024] [Indexed: 07/07/2024] Open
Abstract
High throughput screening of small molecules and natural products is costly, requiring significant amounts of time, reagents, and operating space. Although microarrays have proven effective in the miniaturization of screening for certain biochemical assays, such as nucleic acid hybridization or antibody binding, they are not widely used for drug discovery in cell culture due to the need for cells to internalize lipophilic drug candidates. Lipid droplet microarrays are a promising solution to this problem as they are capable of delivering lipophilic drugs to cells at dosages comparable to solution delivery. However, the scalablility of the array fabrication, assay validation, and screening steps has limited the utility of this approach. Here we take several new steps to scale up the process for lipid droplet array fabrication, assay validation in cell culture, and drug screening. A nanointaglio printing process has been adapted for use with a printing press. The arrays are stabilized for immersion into aqueous solution using a vapor coating process. In addition to delivery of lipophilic compounds, we found that we are also able to encapsulate and deliver a water-soluble compound in this way. The arrays can be functionalized by extracellular matrix proteins such as collagen prior to cell culture as the mechanism for uptake is based on direct contact with the lipid delivery vehicles rather than diffusion of the drug out of the microarray spots. We demonstrate this method for delivery to 3 different cell types and the screening of 92 natural product extracts on a microarray covering an area of less than 0.1 cm2. The arrays are suitable for miniaturized screening, for instance in high biosafety level facilities where space is limited and for applications where cell numbers are limited, such as in functional precision medicine.
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Affiliation(s)
- Tracey N. Bell
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
| | - Aubrey E. Kusi-Appiah
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
| | - Vincent Tocci
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
| | - Pengfei Lyu
- Department of Statistics, Florida State University, Tallahassee, Florida, United States of America
| | - Lei Zhu
- Department of Chemistry & Biochemistry, Florida State University, Tallahassee, Florida, United States of America
| | - Fanxiu Zhu
- Department of Biological Science, Florida State University, Tallahassee, Florida, United States of America
| | - David Van Winkle
- Department of Physics, Florida State University, Tallahassee, Florida, United States of America
| | - Hongyuan Cao
- Department of Statistics, Florida State University, Tallahassee, Florida, United States of America
| | - Mandip S. Singh
- College of Pharmacy and Pharmaceutical Science, Florida A&M University, Tallahassee, Florida, United States of America
| | - Steven Lenhert
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
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2
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Strutt R, Xiong B, Abegg VF, Dittrich PS. Open microfluidics: droplet microarrays as next generation multiwell plates for high throughput screening. LAB ON A CHIP 2024; 24:1064-1075. [PMID: 38356285 PMCID: PMC10898417 DOI: 10.1039/d3lc01024d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/04/2024] [Indexed: 02/16/2024]
Abstract
Multiwell plates are prominent in the biological and chemical sciences; however, they face limitations in terms of throughput and deployment in emerging bioengineering fields. Droplet microarrays, as an open microfluidic technology, organise tiny droplets typically in the order of thousands, on an accessible plate. In this perspective, we summarise current approaches for generating droplets, fluid handling on them, and analysis within droplet microarrays. By enabling unique plate engineering opportunities, demonstrating the necessary experimental procedures required for manipulating and interacting with biological cells, and integrating with label-free analytical techniques, droplet microarrays can be deployed across a more extensive experimental domain than what is currently covered by multiwell plates. Droplet microarrays thus offer a solution to the bottlenecks associated with multiwell plates, particularly in the areas of biological cultivation and high-throughput compound screening.
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Affiliation(s)
- Robert Strutt
- Department of Biosystems Science and Engineering, ETH Zürich, Schanzenstrasse 44, 4056 Basel, Switzerland.
| | - Bijing Xiong
- Department of Biosystems Science and Engineering, ETH Zürich, Schanzenstrasse 44, 4056 Basel, Switzerland.
| | - Vanessa Fabienne Abegg
- Department of Biosystems Science and Engineering, ETH Zürich, Schanzenstrasse 44, 4056 Basel, Switzerland.
| | - Petra S Dittrich
- Department of Biosystems Science and Engineering, ETH Zürich, Schanzenstrasse 44, 4056 Basel, Switzerland.
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3
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4
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Mandsberg NK, Højgaard J, Joshi SS, Nielsen LH, Boisen A, Hwu ET. Consumer-Grade Inkjet Printer for Versatile and Precise Chemical Deposition. ACS OMEGA 2021; 6:7786-7794. [PMID: 33778290 PMCID: PMC7992151 DOI: 10.1021/acsomega.1c00282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 02/19/2021] [Indexed: 06/12/2023]
Abstract
Two simple, mechanical modifications are introduced to a consumer-grade inkjet printer to greatly increase its applicability. First, roller isolation bars are added to unlock multiple prints on the same substrate without smearing. This enables printing on a diverse set of substrates (rigid, elastic, liquid, granular, and sticky). Second, spring loadings are added to increase the print precision up to 50-fold, which facilitates alignment to a pre-patterned substrate or between successive prints. Utilizing the expanded substrate compatibility and the increased print precision, we explore tunable loading of drug combinations into microdevices. This loading method has promising applications within point-of-care personalized medication. Furthermore, we show how inkjet printers with array-type printheads (in our case, 6 x 90 nozzles) allow for quasi-simultaneous loading of reactants into microfluidic systems. The ability to do a quasi-simultaneous introduction of chemicals may be particularly useful for studies of rapidly reacting systems of three or more reactants, where premature introduction can shift the initial conditions from the intended. We believe that our modifications to an affordable system will inspire researchers to explore the possibilities of inkjet printing even further.
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Affiliation(s)
- Nikolaj Kofoed Mandsberg
- Center for Intelligent Drug
Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN),
Department of Health Technology, Technical
University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Jesper Højgaard
- Center for Intelligent Drug
Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN),
Department of Health Technology, Technical
University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Shreya Suhas Joshi
- Center for Intelligent Drug
Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN),
Department of Health Technology, Technical
University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Line Hagner Nielsen
- Center for Intelligent Drug
Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN),
Department of Health Technology, Technical
University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Anja Boisen
- Center for Intelligent Drug
Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN),
Department of Health Technology, Technical
University of Denmark, 2800 Kgs Lyngby, Denmark
| | - En Te Hwu
- Center for Intelligent Drug
Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN),
Department of Health Technology, Technical
University of Denmark, 2800 Kgs Lyngby, Denmark
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5
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Arrabito G, Ferrara V, Bonasera A, Pignataro B. Artificial Biosystems by Printing Biology. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2020; 16:e1907691. [PMID: 32511894 DOI: 10.1002/smll.201907691] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 05/09/2020] [Indexed: 05/09/2023]
Abstract
The continuous progress of printing technologies over the past 20 years has fueled the development of a plethora of applications in materials sciences, flexible electronics, and biotechnologies. More recently, printing methodologies have started up to explore the world of Artificial Biology, offering new paradigms in the direct assembly of Artificial Biosystems (small condensates, compartments, networks, tissues, and organs) by mimicking the result of the evolution of living systems and also by redesigning natural biological systems, taking inspiration from them. This recent progress is reported in terms of a new field here defined as Printing Biology, resulting from the intersection between the field of printing and the bottom up Synthetic Biology. Printing Biology explores new approaches for the reconfigurable assembly of designed life-like or life-inspired structures. This work presents this emerging field, highlighting its main features, i.e., printing methodologies (from 2D to 3D), molecular ink properties, deposition mechanisms, and finally the applications and future challenges. Printing Biology is expected to show a growing impact on the development of biotechnology and life-inspired fabrication.
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Affiliation(s)
- Giuseppe Arrabito
- Department of Physics and Chemistry - Emilio Segrè, University of Palermo, Viale delle Scienze, Building 17, Palermo, 90128, Italy
| | - Vittorio Ferrara
- Department of Physics and Chemistry - Emilio Segrè, University of Palermo, Viale delle Scienze, Building 17, Palermo, 90128, Italy
- Department of Chemical Sciences, University of Catania, Viale Andrea Doria, 6, Catania, 95125, Italy
| | - Aurelio Bonasera
- Department of Physics and Chemistry - Emilio Segrè, University of Palermo, Viale delle Scienze, Building 17, Palermo, 90128, Italy
| | - Bruno Pignataro
- Department of Physics and Chemistry - Emilio Segrè, University of Palermo, Viale delle Scienze, Building 17, Palermo, 90128, Italy
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6
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Zietek BM, Still KBM, Jaschusch K, Bruyneel B, Ariese F, Brouwer TJF, Luger M, Limburg RJ, Rosier JC, V Iperen DJ, Casewell NR, Somsen GW, Kool J. Bioactivity Profiling of Small-Volume Samples by Nano Liquid Chromatography Coupled to Microarray Bioassaying Using High-Resolution Fractionation. Anal Chem 2019; 91:10458-10466. [PMID: 31373797 PMCID: PMC6706796 DOI: 10.1021/acs.analchem.9b01261] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
![]()
High-throughput
screening platforms for the identification of bioactive
compounds in mixtures have become important tools in the drug discovery
process. Miniaturization of such screening systems may overcome problems
associated with small sample volumes and enhance throughput and sensitivity.
Here we present a new screening platform, coined picofractionation
analytics, which encompasses microarray bioassays and mass spectrometry
(MS) of components from minute amounts of samples after their nano
liquid chromatographic (nanoLC) separation. Herein, nanoLC was coupled
to a low-volume liquid dispenser equipped with pressure-fed solenoid
valves, enabling 50-nL volumes of column effluent (300 nL/min) to
be discretely deposited on a glass slide. The resulting fractions
were dried and subsequently bioassayed by sequential printing of nL-volumes
of reagents on top of the spots. Unwanted evaporation of bioassay
liquids was circumvented by employing mineral oil droplets. A fluorescence
microscope was used for assay readout in kinetic mode. Bioassay data
were correlated to MS data obtained using the same nanoLC conditions
in order to assign bioactives. The platform provides the possibility
of freely choosing a wide diversity of bioassay formats, including
those requiring long incubation times. The new method was compared
to a standard bioassay approach, and its applicability was demonstrated
by screening plasmin inhibitors and fibrinolytic bioactives from mixtures
of standards and snake venoms, revealing active peptides and coagulopathic
proteases.
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Affiliation(s)
- Barbara M Zietek
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Kristina B M Still
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Kevin Jaschusch
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Ben Bruyneel
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Freek Ariese
- LaserLaB , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Tinco J F Brouwer
- Electronic Engineering , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Matthijs Luger
- Electronic Engineering , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Rob J Limburg
- Electronic Engineering , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Joost C Rosier
- Fine Mechanics and Engineering Beta-VU , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Dick J V Iperen
- Fine Mechanics and Engineering Beta-VU , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Nicholas R Casewell
- Centre for Snakebite Research & Interventions , Liverpool School of Tropical Medicine , Pembroke Place , Liverpool L3 5QA , U.K.,Centre for Drugs and Diagnostics , Liverpool School of Tropical Medicine , Pembroke Place , Liverpool L3 5QA , U.K
| | - Govert W Somsen
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Jeroen Kool
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
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7
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Yu H, Kant P, Dyett B, Lohse D, Zhang X. Splitting droplets through coalescence of two different three-phase contact lines. SOFT MATTER 2019; 15:6055-6061. [PMID: 31215583 DOI: 10.1039/c9sm00638a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Moving contact lines of more than two phases dictate a large number of interfacial phenomena. Despite their significance in fundamental and applied processes, the contact lines at a junction of four-phases (two immiscible liquids, a solid and gas) have been addressed only in a few investigations. Here, we report an intriguing phenomenon that follows after the four phases oil, water, solid and gas make contact through the coalescence of two different three-phase contact lines. We combine experimental studies and theoretical analyses to reveal and rationalize the dynamics exhibited upon the coalescence between the contact line of a micron-sized oil droplet and the receding contact line of a millimeter-sized water drop that covers the oil droplet on the substrate. We find that after the coalescence a four-phase contact line is formed for a brief period. However this quadruple contact line is not stable, leading to a 'droplet splitting' effect and eventually expulsion of the oil droplet from the water drop. We then show that the interfacial tension between the different phases and the viscosity of the oil droplet dictate the splitting dynamics. More viscous oils display higher resistance to the extreme deformations of the droplet induced by the instability of the quadruple contact line and no droplet expulsion is observed in such cases.
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Affiliation(s)
- Haitao Yu
- Soft Matter & Interfaces Group, School of Engineering, Royal Melbourne Institute of Technology University, Melbourne, VIC 3001, Australia
| | - Pallav Kant
- Physics of Fluids Group University of Twente, Max Planck Center Twente for Complex Fluid Dynamics, 7500 AE Enschede, The Netherlands
| | - Brendan Dyett
- Soft Matter & Interfaces Group, School of Engineering, Royal Melbourne Institute of Technology University, Melbourne, VIC 3001, Australia
| | - Detlef Lohse
- Physics of Fluids Group University of Twente, Max Planck Center Twente for Complex Fluid Dynamics, 7500 AE Enschede, The Netherlands and Max Planck Institute for Dynamics and Self-Organization, 37077 Gottingen, Germany
| | - Xuehua Zhang
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada.
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8
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Ji Y, Yang Q, Huang G, Shen M, Jian Z, Thoraval MJ, Lian Q, Zhang X, Xu F. Improved Resolution and Fidelity of Droplet-Based Bioprinting by Upward Ejection. ACS Biomater Sci Eng 2019; 5:4112-4121. [DOI: 10.1021/acsbiomaterials.9b00400] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Yuan Ji
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, P.R. China
| | - Qingzhen Yang
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, P.R. China
| | - Guoyou Huang
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, P.R. China
| | - Mingguang Shen
- State Key Laboratory for Manufacturing System Engineering, Xi’an Jiaotong University, Xi’an, Shaanxi 710054, P.R. China
| | - Zhen Jian
- International Center for Applied Mechanics (ICAM), State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi’an Jiaotong University, Xi’an, Shaanxi 710049, P.R. China
| | - Marie-Jean Thoraval
- International Center for Applied Mechanics (ICAM), State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi’an Jiaotong University, Xi’an, Shaanxi 710049, P.R. China
| | - Qin Lian
- State Key Laboratory for Manufacturing System Engineering, Xi’an Jiaotong University, Xi’an, Shaanxi 710054, P.R. China
| | - Xiaohui Zhang
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, P.R. China
| | - Feng Xu
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, P.R. China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, P.R. China
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9
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Arrabito G, Errico V, De Ninno A, Cavaleri F, Ferrara V, Pignataro B, Caselli F. Oil-in-Water fL Droplets by Interfacial Spontaneous Fragmentation and Their Electrical Characterization. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:4936-4945. [PMID: 30875226 DOI: 10.1021/acs.langmuir.8b04316] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Inkjet printing is here employed for the first time as a method to produce femtoliter-scale oil droplets dispersed in water. In particular, picoliter-scale fluorinated oil (FC40) droplets are printed in the presence of perfluoro-1-octanol surfactant at a velocity higher than 5 m/s. Femtoliter-scale oil droplets in water are spontaneously formed through a fragmentation process at the water/air interface using minute amounts of nonionic surfactant (down to 0.003% v/v of Tween 80). This fragmentation occurs by a Plateau-Rayleigh mechanism at a moderately high Weber number (101). A microfluidic chip with integrated microelectrodes allows droplets characterization in terms of number and diameter distribution (peaked at about 3 μm) by means of electrical impedance measurements. These results show an unprecedented possibility to scale oil droplets down to the femtoliter scale, which opens up several perspectives for a tailored oil-in-water emulsion fabrication for drug encapsulation, pharmaceutic preparations, and cellular biology.
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Affiliation(s)
- Giuseppe Arrabito
- Department of Physics and Chemistry , University of Palermo , Palermo 90128 , Italy
| | | | - Adele De Ninno
- Institute for Photonics and Nanotechnologies , Italian National Research Council , Roma 00185 , Italy
| | - Felicia Cavaleri
- Department of Physics and Chemistry , University of Palermo , Palermo 90128 , Italy
| | - Vittorio Ferrara
- Department of Chemical Sciences , University of Catania , Catania 95125 , Italy
| | - Bruno Pignataro
- Department of Physics and Chemistry , University of Palermo , Palermo 90128 , Italy
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10
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Mei L, Jin M, Xie S, Yan Z, Wang X, Zhou G, van den Berg A, Shui L. A simple capillary-based open microfluidic device for size on-demand high-throughput droplet/bubble/microcapsule generation. LAB ON A CHIP 2018; 18:2806-2815. [PMID: 30112532 DOI: 10.1039/c8lc00479j] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
We report an easily-established capillary-based open microfluidic device (COMD) as a simple and robust method for size on-demand generation of monodisperse droplets of various fluidic materials with controllable volume. A device is set up in which a capillary is positioned with its tip close to a flat surface with a precise gap distance in a container. The continuous phase remains static in the container, and the dispersed phase is pumped through the capillary and forms droplets at the exit of the gap. Monodisperse droplets, bubbles and microcapsules of various fluids with diameters of 10-300 μm (picoliter to nanoliter) and generation frequency of 1-1000 Hz are obtained by controlling the gap distance in the range of 5-500 μm. The droplet formation is caused by capillarity-induced narrowing of the dispersed phase at the capillary exit, with droplet size being determined by the gap volume and fluid flow. We find that, at low flow rate, using the same COMD, the generated droplet size is constant, being determined by the gap size; however, at higher flow rate, droplet size increases with the flow rate. Droplet types can be managed by fluids and surface modification of the capillary and bottom surfaces. High throughput droplet generation is achieved by in-parallel integration of multiple capillaries in one device. Such a COMD is simple and easy-to-build without complex microfabrication requirements; however, it is highly robust, flexible and easy-to-operate for size on-demand droplet generation. It offers an opportunity for common laboratories to perform droplet-based assays, and has high potential for high throughput industrial emulsification applications as well.
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Affiliation(s)
- Liping Mei
- National Center for International Research on Green Optoelectronics, South China Normal University, Guangzhou 510006, China.
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11
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Chatzimichail S, Supramaniam P, Ces O, Salehi-Reyhani A. Counting Proteins in Single Cells with Addressable Droplet Microarrays. J Vis Exp 2018. [PMID: 30035757 DOI: 10.3791/56110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Often cellular behavior and cellular responses are analyzed at the population level where the responses of many cells are pooled together as an average result masking the rich single cell behavior within a complex population. Single cell protein detection and quantification technologies have made a remarkable impact in recent years. Here we describe a practical and flexible single cell analysis platform based on addressable droplet microarrays. This study describes how the absolute copy numbers of target proteins may be measured with single cell resolution. The tumor suppressor p53 is the most commonly mutated gene in human cancer, with more than 50% of total cancer cases exhibiting a non-healthy p53 expression pattern. The protocol describes steps to create 10 nL droplets within which single human cancer cells are isolated and the copy number of p53 protein is measured with single molecule resolution to precisely determine the variability in expression. The method may be applied to any cell type including primary material to determine the absolute copy number of any target proteins of interest.
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Affiliation(s)
| | | | - Oscar Ces
- Institute of Chemical Biology, Department of Chemistry, Imperial College London
| | - Ali Salehi-Reyhani
- Institute of Chemical Biology, Department of Chemistry, Imperial College London;
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12
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Guo XL, Wei Y, Lou Q, Zhu Y, Fang Q. Manipulating Femtoliter to Picoliter Droplets by Pins for Single Cell Analysis and Quantitative Biological Assay. Anal Chem 2018; 90:5810-5817. [PMID: 29648445 DOI: 10.1021/acs.analchem.8b00343] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Herein, we developed an automated and flexible system for performing miniaturized liquid-liquid reactions and assays in the femtoliter to picoliter range, by combining the contact printing and the droplet-based microfluidics techniques. The system mainly consisted of solid pins and an oil-covered hydrophilic micropillar array chip fixed on an automated x- y- z translation stage. A novel droplet manipulation mode called "dipping-depositing-moving" (DDM) was proposed, which was based on the programmable combination of three basic operations, dipping liquids and depositing liquids with the solid pins and moving the two-dimensional oil-covered hydrophilic pillar microchip. With the DDM mode, flexible generation and manipulation of small droplets with volumes down to 179 fL could be achieved. For overcoming the scale phenomenon specially appeared in picoliter-scale droplets, we used a design of water moat to protect the femtoliter to picoliter droplets from volume loss through the cover oil during the droplet generation, manipulation, reaction and assay processes. Moreover, we also developed a precise quantitative method, quantitative droplet dilution method, to accurately measure the volumes of femtoliter to picoliter droplets. To demonstrate its feasibility and adaptability, we applied the present system in the determination of kinetics parameter for matrix metalloproteinases (MMP-9) in 1.81 pL reactors and the measurement the activity of β-galactosidase in single cells (HepG2 cells) in picoliter droplet array. The ultrasmall volumes of the droplet reactors avoided the excessive dilution to the reaction solutions and enabled the highly sensitive measurement of enzyme activity in the single cell level.
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Affiliation(s)
- Xiao-Li Guo
- Institute of Microanalytical Systems, Department of Chemistry and Innovation Center for Cell Signaling Network , Zhejiang University , Hangzhou , 310058 , China
| | - Yan Wei
- Institute of Microanalytical Systems, Department of Chemistry and Innovation Center for Cell Signaling Network , Zhejiang University , Hangzhou , 310058 , China
| | - Qi Lou
- Institute of Microanalytical Systems, Department of Chemistry and Innovation Center for Cell Signaling Network , Zhejiang University , Hangzhou , 310058 , China
| | - Ying Zhu
- Institute of Microanalytical Systems, Department of Chemistry and Innovation Center for Cell Signaling Network , Zhejiang University , Hangzhou , 310058 , China
| | - Qun Fang
- Institute of Microanalytical Systems, Department of Chemistry and Innovation Center for Cell Signaling Network , Zhejiang University , Hangzhou , 310058 , China
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13
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Shu B, Li Z, Yang X, Xiao F, Lin D, Lei X, Xu B, Liu D. Active droplet-array (ADA) microfluidics enables multiplexed complex bioassays for point of care testing. Chem Commun (Camb) 2018; 54:2232-2235. [PMID: 29431774 DOI: 10.1039/c7cc09377b] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
We introduce a novel and versatile microfluidic technology that allows parallel and multi-step bioanalytical procedures to be simply implemented by switching reagent-containing droplet arrays among alternative interaction zones for intended mass or energy transport in a programmable manner. This enables multiplexed complex bioassays for point-of-care testing.
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Affiliation(s)
- Bowen Shu
- Department of Laboratory Medicine, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou 510180, China
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14
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Zhang W, Li N, Koga D, Zhang Y, Zeng H, Nakajima H, Lin JM, Uchiyama K. Inkjet Printing Based Droplet Generation for Integrated Online Digital Polymerase Chain Reaction. Anal Chem 2018; 90:5329-5334. [DOI: 10.1021/acs.analchem.8b00463] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Weifei Zhang
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, Beijing 100084, China
| | - Nan Li
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, Beijing 100084, China
| | - Daisuke Koga
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Yong Zhang
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Hulie Zeng
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Hizuru Nakajima
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
| | - Jin-Ming Lin
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology, Tsinghua University, Beijing 100084, China
| | - Katsumi Uchiyama
- Department of Applied Chemistry, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, Minamiohsawa, Hachioji, Tokyo 192-0397, Japan
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15
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Zhu XD, Chu J, Wang YH. Advances in Microfluidics Applied to Single Cell Operation. Biotechnol J 2018; 13. [DOI: 10.1002/biot.201700416] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 11/11/2017] [Indexed: 12/13/2022]
Affiliation(s)
- Xu-Dong Zhu
- National Engineering Centre for Biotechnology (Shanghai); College of Biotechnology; East China University of Science and Technology; 130 Meilong Road Shanghai 200237 China
| | - Ju Chu
- National Engineering Centre for Biotechnology (Shanghai); College of Biotechnology; East China University of Science and Technology; 130 Meilong Road Shanghai 200237 China
| | - Yong-Hong Wang
- National Engineering Centre for Biotechnology (Shanghai); College of Biotechnology; East China University of Science and Technology; 130 Meilong Road Shanghai 200237 China
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16
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Du X, Wang J, Cui H, Zhao Q, Chen H, He L, Wang Y. Breath-Taking Patterns: Discontinuous Hydrophilic Regions for Photonic Crystal Beads Assembly and Patterns Revisualization. ACS APPLIED MATERIALS & INTERFACES 2017; 9:38117-38124. [PMID: 28990758 DOI: 10.1021/acsami.7b10359] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Surfaces patterned with hydrophilic and hydrophobic regions provide robust and versatile means for investigating the wetting behaviors of liquids, surface properties analysis, and producing patterned arrays. However, the fabrication of integral and uniform arrays onto these open systems remains a challenge, thus restricting them from being used in practical applications. Here, we present a simple yet powerful approach for the fabrication of water droplet arrays and the assembly of photonic crystal bead arrays based on hydrophilic-hydrophobic patterned substrates. Various integral arrays are simply prepared in a high-quality output with a low cost, large scale, and uniform size control. By simply taking a breath, which brings moisture to the substrate surface, complex hydrophilic-hydrophobic outlined images can be revisualized in the discontinuous hydrophilic regions. Integration of hydrogel photonic crystal bead arrays into the "breath-taking" process results in breath-responsive photonic crystal beads, which can change their colors upon a mild exhalation. This state-of-the-art technology not only provides an effective methodology for the preparation of patterned arrays but also demonstrates intriguing applications in information storage and biochemical sensors.
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Affiliation(s)
- Xuemin Du
- Research Centre for Micro/Nano System and Bionic Medicine, Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS) , Shenzhen 518055, China
| | - Juan Wang
- Research Centre for Micro/Nano System and Bionic Medicine, Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS) , Shenzhen 518055, China
| | - Huanqing Cui
- Research Centre for Micro/Nano System and Bionic Medicine, Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS) , Shenzhen 518055, China
| | - Qilong Zhao
- Research Centre for Micro/Nano System and Bionic Medicine, Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS) , Shenzhen 518055, China
| | - Hongxu Chen
- Research Centre for Micro/Nano System and Bionic Medicine, Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS) , Shenzhen 518055, China
| | - Le He
- Institute of Functional Nano and Soft Materials (FUNSOM), Jiangsu Key Laboratory for Carbon-Based Functional Materials and Devices, Soochow University , Suzhou 215123, Jiangsu, China
| | - Yunlong Wang
- Research Centre for Micro/Nano System and Bionic Medicine, Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS) , Shenzhen 518055, China
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17
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Wang C, Liu W, Tan M, Sun H, Yu Y. An open-pattern droplet-in-oil planar array for single cell analysis based on sequential inkjet printing technology. BIOMICROFLUIDICS 2017; 11:044106. [PMID: 28794816 PMCID: PMC5519398 DOI: 10.1063/1.4995294] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 07/10/2017] [Indexed: 05/08/2023]
Abstract
Cellular heterogeneity represents a fundamental principle of cell biology for which a readily available single-cell research tool is urgently required. Here, we present a novel method combining cell-sized well arrays with sequential inkjet printing. Briefly, K562 cells with phosphate buffer saline buffer were captured at high efficiency (74.5%) in a cell-sized well as a "primary droplet" and sealed using fluorinated oil. Then, piezoelectric inkjet printing technology was adapted to precisely inject the cell lysis buffer and the fluorogenic substrate, fluorescein-di-β-D-galactopyranoside, as a "secondary droplet" to penetrate the sealing oil and fuse with the "primary droplet." We thereby successfully measured the intracellular β-galactosidase activity of K562 cells at the single-cell level. Our method allows, for the first time, the ability to simultaneously accommodate the high occupancy rate of single cells and sequential addition of reagents while retaining an open structure. We believe that the feasibility and flexibility of our method will enhance its use as a universal single-cell research tool as well as accelerate the adoption of inkjet printing in the study of cellular heterogeneity.
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Affiliation(s)
| | | | | | - Hongbo Sun
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, Changchun 130012, People's Republic of China
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18
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Ghazanfari L, Lenhert S. Screening of Lipid Composition for Scalable Fabrication of Solvent-Free Lipid Microarrays. FRONTIERS IN MATERIALS 2016; 3:55. [PMID: 29333429 PMCID: PMC5761732 DOI: 10.3389/fmats.2016.00055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Liquid microdroplet arrays on surfaces are a promising approach to the miniaturization of laboratory processes such as high-throughput screening. The fluid nature of these droplets poses unique challenges and opportunities in their fabrication and application, particularly for the scalable integration of multiple materials over large areas and immersion into cell culture solution. Here, we use pin spotting and nanointaglio printing to screen a library of lipids and their mixtures for their compatibility with these fabrication processes, as well as stability upon immersion into aqueous solution. More than 200 combinations of natural and synthetic oils composed of fatty acids, triglycerides, and hydrocarbons were tested for their pin-spotting and nanointaglio print quality and their ability to contain the fluorescent compound tetramethylrhodamine B isothiocyanate (TRITC) upon immersion in water. A combination of castor oil and hexanoic acid at the ratio of 1:1 (w/w) was found optimal for producing reproducible patterns that are stable upon immersion into water. This method is capable of large-scale nanomaterials integration.
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19
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Arrabito G, Cavaleri F, Montalbano V, Vetri V, Leone M, Pignataro B. Monitoring few molecular binding events in scalable confined aqueous compartments by raster image correlation spectroscopy (CADRICS). LAB ON A CHIP 2016; 16:4666-4676. [PMID: 27812580 DOI: 10.1039/c6lc01072e] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The assembly of scalable liquid compartments for binding assays in array formats constitutes a topic of fundamental importance in life sciences. This challenge can be addressed by mimicking the structure of cellular compartments with biological native conditions. Here, inkjet printing is employed to develop up to hundreds of picoliter aqueous droplet arrays stabilized by oil-confinement with mild surfactants (Tween-20). The aqueous environments constitute specialized compartments in which biomolecules may exploit their function and a wide range of molecular interactions can be quantitatively investigated. Raster Image Correlation Spectroscopy (RICS) is employed to monitor in each compartment a restricted range of dynamic intermolecular events demonstrated through protein-binding assays involving the biotin/streptavidin model system.
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Affiliation(s)
- G Arrabito
- Dipartimento di Fisica e Chimica, Università degli Studi di Palermo, Ed. 17, V.le delle Scienze, 90128 Palermo, Italy.
| | - F Cavaleri
- Dipartimento di Fisica e Chimica, Università degli Studi di Palermo, Ed. 17, V.le delle Scienze, 90128 Palermo, Italy.
| | - V Montalbano
- Dipartimento di Fisica e Chimica, Università degli Studi di Palermo, Ed. 17, V.le delle Scienze, 90128 Palermo, Italy.
| | - V Vetri
- Dipartimento di Fisica e Chimica, Università degli Studi di Palermo, Ed. 17, V.le delle Scienze, 90128 Palermo, Italy. and Aten Center, Università degli Studi di Palermo, Ed. 18, V.le delle Scienze, 90128 Palermo, Italy
| | - M Leone
- Dipartimento di Fisica e Chimica, Università degli Studi di Palermo, Ed. 17, V.le delle Scienze, 90128 Palermo, Italy. and Aten Center, Università degli Studi di Palermo, Ed. 18, V.le delle Scienze, 90128 Palermo, Italy
| | - B Pignataro
- Dipartimento di Fisica e Chimica, Università degli Studi di Palermo, Ed. 17, V.le delle Scienze, 90128 Palermo, Italy. and Aten Center, Università degli Studi di Palermo, Ed. 18, V.le delle Scienze, 90128 Palermo, Italy
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20
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Chen Z, Li W, Choi G, Yang X, Miao J, Cui L, Guan W. Arbitrarily Accessible 3D Microfluidic Device for Combinatorial High-Throughput Drug Screening. SENSORS (BASEL, SWITZERLAND) 2016; 16:E1616. [PMID: 27690055 PMCID: PMC5087404 DOI: 10.3390/s16101616] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 09/19/2016] [Accepted: 09/23/2016] [Indexed: 12/30/2022]
Abstract
Microfluidics-based drug-screening systems have enabled efficient and high-throughput drug screening, but their routine uses in ordinary labs are limited due to the complexity involved in device fabrication and system setup. In this work, we report an easy-to-use and low-cost arbitrarily accessible 3D microfluidic device that can be easily adopted by various labs to perform combinatorial assays for high-throughput drug screening. The device is capable of precisely performing automatic and simultaneous reagent loading and aliquoting tasks and performing multistep assays with arbitrary sequences. The device is not intended to compete with other microfluidic technologies regarding ultra-low reaction volume. Instead, its freedom from tubing or pumping systems and easy operation makes it an ideal platform for routine high-throughput drug screening outside traditional microfluidic labs. The functionality and quantitative reliability of the 3D microfluidic device were demonstrated with a histone acetyltransferase-based drug-screening assay using the recombinant Plasmodium falciparum GCN5 enzyme, benchmarked with a traditional microtiter plate-based method. This arbitrarily accessible, multistep capable, low-cost, and easy-to-use device can be widely adopted in various combinatorial assays beyond high-throughput drug screening.
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Affiliation(s)
- Zhuofa Chen
- Department of Electrical Engineering, Pennsylvania State University, University Park, PA 16802, USA.
| | - Weizhi Li
- Department of Entomology, Pennsylvania State University, University Park, PA 16802, USA.
| | - Gihoon Choi
- Department of Electrical Engineering, Pennsylvania State University, University Park, PA 16802, USA.
| | - Xiaonan Yang
- Department of Electrical Engineering, Pennsylvania State University, University Park, PA 16802, USA.
| | - Jun Miao
- Department of Entomology, Pennsylvania State University, University Park, PA 16802, USA.
| | - Liwang Cui
- Department of Entomology, Pennsylvania State University, University Park, PA 16802, USA.
| | - Weihua Guan
- Department of Electrical Engineering, Pennsylvania State University, University Park, PA 16802, USA.
- Department of Biomedical Engineering, Pennsylvania State University, University Park, PA 16802, USA.
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21
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Xu P, Zheng X, Tao Y, Du W. Cross-Interface Emulsification for Generating Size-Tunable Droplets. Anal Chem 2016; 88:3171-7. [DOI: 10.1021/acs.analchem.5b04510] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Peng Xu
- State
Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Xu Zheng
- State
Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Yi Tao
- State
Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Wenbin Du
- State
Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
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