1
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Xu H, Wang Z, Wei W, Li T, Duan X. Microfluidic confined acoustic streaming vortex for liposome synthesis. LAB ON A CHIP 2024; 24:2802-2810. [PMID: 38693825 DOI: 10.1039/d4lc00184b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
Liposomes have garnered significant attention owing to their favorable characteristics as promising carriers. Microfluidic based hydrodynamic flow focusing, or micro-mixing approaches enable precise control of liposome size during their synthesis due to the comparable size scale. However, current microfluidic approaches still have issues such as high flow rate dependency, complex chip structures, and ease of clogging. Herein, we present a novel microfluidic platform for size-tunable liposome synthesis based on an ultra-high-frequency acoustic resonator. By designing the shape and orientation of the acoustic resonator in the three-phase laminar flow, it combined the features of both hydrodynamic flow focusing and rapid micro-mixing. The distribution of lipid precursor solution in laminar flow and the mixing conditions could be regulated by the confined acoustic streaming vortex. We successfully synthesize liposomes with adjustable sizes and narrow size distributions. Notably, this platform regulates the product size by adjusting only the input power, which is less dependent on the flow rate. Furthermore, the vortex-like fluid flow generated along the device edge effectively prevents precipitation due to excessive lipid concentration or contact with the wall.
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Affiliation(s)
- Huihui Xu
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China.
| | - Zhaoxun Wang
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China.
| | - Wei Wei
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China.
| | - Tiechuan Li
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China.
| | - Xuexin Duan
- State Key Laboratory of Precision Measuring Technology and Instruments, College of Precision Instruments and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China.
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2
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Imran JH, Shourav MK, Kim JK. Integrated Point-of-Care Immune Cell Analyzer with Rapid Blood Sample Reaction and Wide Field-of-View Detection. Anal Chem 2024; 96:1640-1650. [PMID: 38247122 DOI: 10.1021/acs.analchem.3c04503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
The development of affordable, reliable, and rapid diagnostic devices is crucial for monitoring immunological responses using a drop of blood. However, conventional automated diagnostic devices typically involve expensive and impractical robotic fluid-handling approaches. Herein, we developed an integrated cell analyzer comprising a cylindrical sample cartridge connected to a direct current motor and a compact fluorescence imaging module. Sample mixing and loading are performed automatically by a programmable sequence of single motor rotation controlled by an Android application. Two distinct stained immune cell samples can be identified by using two types of fluorescence imaging modes. The effectiveness of mixing performance in antigen-antibody (Ag-Ab) reactions was assessed through a compound objective lens that collects weak fluorescence emitted by the cell membrane. Active mixing with bidirectional rotation of the cartridge in a confined space shortened the Ag-Ab reaction time by a factor of 3.3 and achieved cell counting with higher accuracy while reducing reagent consumption by 4 times compared to the conventional incubation method. High-intensity fluorescence images of cells labeled with a nucleic acid stain were acquired through a single-lens-based fluorescence imaging module with a large field of view (FOV) in an unconventional detection chamber with a curved substrate. Compared with a flat chamber, the curved detection chamber reduces the effects of field curvature and provides aberration-free wide-FOV images, even with a simple lens. Our integrated cell analyzer thus offers a practical and cost-effective solution for monitoring patient immune responses in point-of-care settings.
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Affiliation(s)
- Jakir Hossain Imran
- Department of Mechanical Engineering, Graduate School, Kookmin University, Seoul 02707, Republic of Korea
| | - Mohiuddin Khan Shourav
- Wilmer Eye Institute, Department of Ophthalmology, Johns Hopkins University, Baltimore, Maryland 21231, United States
| | - Jung Kyung Kim
- School of Mechanical Engineering, Kookmin University, Seoul 02707, Republic of Korea
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3
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Alshehri NA, Riaz A, Sikandar S, Muhammad T. Entropy generation in a ciliary flow of an Eyring-Powell ternary hybrid nanofluid through a channel with electroosmosis and mixed convection. Electrophoresis 2023. [PMID: 38115169 DOI: 10.1002/elps.202300199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 10/31/2023] [Accepted: 12/06/2023] [Indexed: 12/21/2023]
Abstract
Drug delivery systems, where the nanofluid flow with electroosmosis and mixed convection can help in efficient and targeted drug delivery to specific cells or organs, could benefit from understanding the behavior of nanofluids in biological systems. In current work, authors have studied the theoretical model of two-dimensional ciliary flow of blood-based (Eyring-Powell) nanofluid model with the insertion of ternary hybrid nanoparticles along with the effects of electroosmosis, magnetohydrodynamics, thermal radiations, and mixed convection. Moreover, the features of entropy generation are also taken into consideration. The system is modeled in a wave frame with the approximations of large wave number and neglecting turbulence effects. The problem is solved numerically by using the shooting method with the assistance of computational software "Mathematica" for solving the governing equation. According to the temperature curves, the temperature will increase as the Hartman number, fluid factor, ohmic heating, and cilia length increase. It is also disclosed that ternary hybrid nanoparticles result in a change in flow rate when other problem parameters are varied, and the same is true for temperature graphs. Engineers and scientists can make better use of nanofluid-based cooling systems in electronics, automobiles, and industrial processes with the aid of the study's findings.
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Affiliation(s)
- Nawal A Alshehri
- Department of Mathematics and Statistics, College of Science, Taif University, Taif, Saudi Arabia
| | - Arshad Riaz
- Department of Mathematics, Division of Science and Technology, University of Education, Lahore, Pakistan
| | - Sheraz Sikandar
- Department of Mathematics, Division of Science and Technology, University of Education, Lahore, Pakistan
| | - Taseer Muhammad
- Department of Mathematics, College of Science, King Khalid University, Abha, Saudi Arabia
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4
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Jin Y, Wang J, Wang Z, Xiong P, Cheng J, Xu T. An Integrated Microfluidic Biosensing System Based on a Versatile Valve and Recombinase Polymerase Amplification for Rapid and Sensitive Detection of Salmonella typhimurium. BIOSENSORS 2023; 13:790. [PMID: 37622876 PMCID: PMC10452558 DOI: 10.3390/bios13080790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/31/2023] [Accepted: 08/02/2023] [Indexed: 08/26/2023]
Abstract
Detecting foodborne pathogens on-site is crucial for ensuring food safety, necessitating the development of rapid, cost-effective, highly sensitive, and portable devices. This paper presents an integrated microfluidic biosensing system designed for the rapid and sensitive detection of Salmonella typhimurium (S. typhimurium). The biosensing system comprises a microfluidic chip with a versatile valve, a recombinase polymerase amplification (RPA) for nucleic acid detection, and a customized real-time fluorescence detection system. The versatile valve combines the functions of an active valve and a magnetic actuation mixer, enabling on-demand mixing and controlling fluid flow. Quantitative fluorescence is processed and detected through a custom-built smartphone application. The proposed integrated microfluidic biosensing system could detect Salmonella at concentrations as low as 1.0 × 102 copies/µL within 30 min, which was consistent with the results obtained from the real-time quantitative polymerase chain reaction (qPCR) tests. With its versatile valve, this integrated microfluidic biosensing system holds significant potential for on-site detection of foodborne pathogens.
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Affiliation(s)
- Yan Jin
- College of Information and Electrical Engineering, Shenyang Agricultural University, Shenyang 110866, China; (Y.J.)
| | - Jingyi Wang
- College of Information and Electrical Engineering, Shenyang Agricultural University, Shenyang 110866, China; (Y.J.)
- Liaoning Engineering Research Center for Information Technology in Agriculture, Shenyang 110866, China
| | - Zhiqiang Wang
- College of Information and Electrical Engineering, Shenyang Agricultural University, Shenyang 110866, China; (Y.J.)
| | - Peng Xiong
- College of Information and Electrical Engineering, Shenyang Agricultural University, Shenyang 110866, China; (Y.J.)
| | - Jianing Cheng
- College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang 110866, China
| | - Tongyu Xu
- College of Information and Electrical Engineering, Shenyang Agricultural University, Shenyang 110866, China; (Y.J.)
- Liaoning Engineering Research Center for Information Technology in Agriculture, Shenyang 110866, China
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5
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Draz MS, Dupouy D, Gijs MAM. Acoustofluidic large-scale mixing for enhanced microfluidic immunostaining for tissue diagnostics. LAB ON A CHIP 2023. [PMID: 37365861 DOI: 10.1039/d3lc00312d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/28/2023]
Abstract
The usage of microfluidics for automated and fast immunoassays has gained a lot of interest in the last decades. This integration comes with certain challenges, like the reconciliation of laminar flow patterns of micro-scale systems with diffusion-limited mass transport. Several methods have been investigated to enhance microfluidic mixing in microsystems, including acoustic-based fluidic streaming. Here, we report both by numerical simulation and experiments on the beneficiary effect of acoustic agitation on the uniformity of immunostaining in large-size and thin microfluidic chambers. Moreover, we investigate by numerical simulation the impact of reducing the incubation times and the concentrations of the biochemical detection reagents on the obtained immunoassay signal. Finally, acoustofluidic mixing was successfully used to reduce by 80% the incubation time of the Her2 (human epidermal growth factor receptor 2) and CK (cytokeratins) biomarkers for the spatial immunostaining of breast cancer cell pellets, or reducing their concentration by 66% and achieving a higher signal-to-background ratio than comparable spatially resolved immunostaining with static incubation.
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Affiliation(s)
- Muaz S Draz
- Laboratory of Microsystems 2, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
- Lunaphore Technologies SA, CH-1131 Tolochenaz, Switzerland
| | - Diego Dupouy
- Lunaphore Technologies SA, CH-1131 Tolochenaz, Switzerland
| | - Martin A M Gijs
- Laboratory of Microsystems 2, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
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6
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Broeren S, Pereira IF, Wang T, den Toonder J, Wang Y. On-demand microfluidic mixing by actuating integrated magnetic microwalls. LAB ON A CHIP 2023; 23:1524-1530. [PMID: 36756973 PMCID: PMC10013339 DOI: 10.1039/d2lc01168a] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 02/06/2023] [Indexed: 06/18/2023]
Abstract
Various types of passive and active micromixers have been successfully developed to address the problem of mixing in microfluidic devices. However, many applications do not need fluids to be mixed at all times, or indeed require mixing to be turned on and off at will. Achieving such on-demand mixing is not feasible for passive mixers, particularly when the flow rate cannot be used as a control parameter. On the other hand, active mixers are usually not designed to be able to turn mixing off completely, and they often have complicated fabrication processes and special operation requirements, limiting the range of applications. In this work, we demonstrate an on-demand micromixer based on the actuation of magnetic microwalls. These are made by replica micromoulding and can be easily integrated within commercial microfluidic devices, such as the ibidi® 3-in-1 μ-Slide. Using a simple magnet, the microwalls can be actuated between a fully upright 'on' state, which turns on mixing by creating a meandering path in the main channel, and a fully collapsed 'off' state, which completely turns off mixing by opening up the channel leaving it unobstructed. Besides the increase in path length when the microwalls are activated, inertia effects also play a significant role for mixing due to the tight bends in the meandering flow path. We quantify the mixing effect using coloured fluids of different viscosities and at different flow rates, and we show that the microwalls can effectively enhance mixing across a wide range of operational conditions.
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Affiliation(s)
- Stef Broeren
- Mechanical Engineering Department, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands.
| | - Inês Figueiredo Pereira
- Mechanical Engineering Department, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands.
- Institute of Complex Molecular Systems, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands
| | - Tongsheng Wang
- Mechanical Engineering Department, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands.
- Institute of Complex Molecular Systems, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands
| | - Jaap den Toonder
- Mechanical Engineering Department, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands.
- Institute of Complex Molecular Systems, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands
| | - Ye Wang
- Mechanical Engineering Department, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands.
- Institute of Complex Molecular Systems, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands
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7
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Draz MS, Uning K, Dupouy D, Gijs MAM. Efficient AC electrothermal flow (ACET) on-chip for enhanced immunoassays. LAB ON A CHIP 2023; 23:1637-1648. [PMID: 36644814 DOI: 10.1039/d2lc01147f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Biochemical reaction rates in microfluidic systems are known to be limited by the diffusional transport of reagents, leading often to lowered sensitivity and/or longer detection times in immunoassays. Several methods, including electrically powering electrodes to generate AC electrothermal flow (ACET) on-chip, have been adopted to enhance the mass transport of the reagents and improve microfluidic mixing. Here, we report a novel ACET electrode design concept for generating in-plane microfluidic mixing vortices that act over a large volume close to the reaction surface of interest. This is different from the traditional ACET parallel electrode design that provides rather local vertical mixing vortices directly above the electrodes. Both numerical simulation and experimental studies were performed to validate the new design. Moreover, numerical simulation was carried out to show the effects of experimental factors such as the reaction kinetics (association constant) and the reagent concentration on the ACET-enhanced surface-based assays. As a proof of concept, the new design for the ACET-enhanced immunoassays was used to improve the immunostaining signal of the HER2 (human epidermal growth factor receptor 2) cancer biomarker on breast cancer cells. Finally, the concept of scaling up the design has been validated by experiments (immunoassays on breast cancer cells for different ACET power and different assay times). In particular, we show that larger ACET in-plane designs can agitate and mix the fluid over large microfluidic volumes, which further enhances the immunoassay's output. We have achieved a 6-times enhancement in the assay signal with a 75% reduction in assay time.
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Affiliation(s)
- Muaz S Draz
- Laboratory of Microsystems 2, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
- Lunaphore Technologies SA, CH-1131 Tolochenaz, Switzerland
| | - Kevin Uning
- Laboratory of Microsystems 2, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
| | - Diego Dupouy
- Lunaphore Technologies SA, CH-1131 Tolochenaz, Switzerland
| | - Martin A M Gijs
- Laboratory of Microsystems 2, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland.
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8
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Gurung JP, Navvab Kashani M, de Silva CM, Baker MAB. Microbial stir bars: Light-activated rotation of tethered bacterial cells to enhance mixing in stagnant fluids. BIOMICROFLUIDICS 2023; 17:024108. [PMID: 37124628 PMCID: PMC10147410 DOI: 10.1063/5.0144934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/23/2023] [Indexed: 05/03/2023]
Abstract
Microfluidics devices are gaining significant interest in biomedical applications. However, in a micron-scale device, reaction speed is often limited by the slow rate of diffusion of the reagents. Several active and passive micro-mixers have been fabricated to enhance mixing in microfluidic devices. Here, we demonstrate external control of mixing by rotating a rod-shaped bacterial cell. This rotation is driven by ion transit across the bacterial flagellar stator complex. We first measured the flow fields generated by rotating a single bacterial cell rotationally locked to rotate either clockwise (CW) or counterclockwise (CCW). Micro-particle image velocimetry (μPIV) and particle tracking velocimetry results showed that a bacterial cell of ∼ 2.75 μm long, rotating at 5.75 ± 0.39 Hz in a counterclockwise direction could generate distinct micro-vortices with circular flow fields with a mean velocity of 4.72 ± 1.67 μm/s and maximum velocity of 7.90 μm/s in aqueous solution. We verified our experimental data with a numerical simulation at matched flow conditions, which revealed vortices of similar dimensions and speed. We observed that the flow-field diminished with increasing z-height above the plane of the rotating cell. Lastly, we showed that we could activate and tune rotational mixing remotely using strains engineered with proteorhodopsin, where rotation could be activated by controlled external illumination using green laser light (561 nm).
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Affiliation(s)
- Jyoti P. Gurung
- School of Biotechnology and Biomolecular Science, UNSW Sydney, Sydney, New South Wales 2052, Australia
| | | | - Charitha M. de Silva
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Sydney, New South Wales 2052, Australia
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9
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Tay DMY, Kim S, Hao Y, Yee EH, Jia H, Vleck SM, Chilekwa M, Voldman J, Sikes HD. Accelerating the optimization of vertical flow assay performance guided by a rational systematic model-based approach. Biosens Bioelectron 2023; 222:114977. [PMID: 36516633 DOI: 10.1016/j.bios.2022.114977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022]
Abstract
Rapid diagnostic tests (RDTs) have shown to be instrumental in healthcare and disease control. However, they have been plagued by many inefficiencies in the laborious empirical development and optimization process for the attainment of clinically relevant sensitivity. While various studies have sought to model paper-based RDTs, most have relied on continuum-based models that are not necessarily applicable to all operation regimes, and have solely focused on predicting the specific interactions between the antigen and binders. It is also unclear how the model predictions may be utilized for optimizing assay performance. Here, we propose a streamlined and simplified model-based framework, only relying on calibration with a minimal experimental dataset, for the acceleration of assay optimization. We show that our models are capable of recapitulating experimental data across different formats and antigen-binder-matrix combinations. By predicting signals due to both specific and background interactions, our facile approach enables the estimation of several pertinent assay performance metrics such as limit-of-detection, sensitivity, signal-to-noise ratio and difference. We believe that our proposed workflow would be a valuable addition to the toolset of any assay developer, regardless of the amount of resources they have in their arsenal, and aid assay optimization at any stage in their assay development process.
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Affiliation(s)
- Dousabel M Y Tay
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA; Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA; Microsystems Technology Laboratory, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Seunghyeon Kim
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Yining Hao
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Emma H Yee
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Huan Jia
- Antimicrobial Resistance Integrated Research Group, Singapore-MIT Alliance for Research and Technology, 1 CREATE Way, Singapore, 138602, Singapore
| | - Sydney M Vleck
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Makaya Chilekwa
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Joel Voldman
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA; Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA; Microsystems Technology Laboratory, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Hadley D Sikes
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA; Antimicrobial Resistance Integrated Research Group, Singapore-MIT Alliance for Research and Technology, 1 CREATE Way, Singapore, 138602, Singapore.
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10
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Zolti O, Suganthan B, Ramasamy RP. Lab-on-a-Chip Electrochemical Biosensors for Foodborne Pathogen Detection: A Review of Common Standards and Recent Progress. BIOSENSORS 2023; 13:bios13020215. [PMID: 36831981 PMCID: PMC9954316 DOI: 10.3390/bios13020215] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/22/2023] [Accepted: 01/30/2023] [Indexed: 05/27/2023]
Abstract
Foodborne pathogens are an important diagnostic target for the food, beverage, and health care industries due to their prevalence and the adverse effects they can cause to public health, food safety, and the economy. The standards that determine whether a given type of food is fit for consumption are set by governments and must be taken into account when designing a new diagnostic tool such as a biosensor platform. In order to meet these stringent detection limits, cost, and reliability standards, recent research has been focused on developing lab-on-a-chip-based approaches for detection devices that use microfluidic channels and platforms. The microfluidics-based devices are designed, developed, and used in different ways to achieve the established common standards for food pathogen testing that enable high throughput, rapid detection, low sample volume, and minimal pretreatment procedures. Combining microfluidic approaches with electrochemical biosensing could offer affordable, portable, and easy to use devices for food pathogen diagnostics. This review presents an analysis of the established common standards and the recent progress made in electrochemical sensors toward the development of future lab-on-a-chip devices that will aid 'collection-to-detection' using a single method and platform.
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11
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Ohol RM, Vasuki B. Piezoelectric Actuated Stirrer for Solid Drug Powder-Liquid Mixing. THEORETICAL FOUNDATIONS OF CHEMICAL ENGINEERING 2022. [DOI: 10.1134/s0040579522060148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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12
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Maged A, Abdelbaset R, Mahmoud AA, Elkasabgy NA. Merits and advances of microfluidics in the pharmaceutical field: design technologies and future prospects. Drug Deliv 2022; 29:1549-1570. [PMID: 35612293 PMCID: PMC9154770 DOI: 10.1080/10717544.2022.2069878] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Microfluidics is used to manipulate fluid flow in micro-channels to fabricate drug delivery vesicles in a uniform tunable size. Thanks to their designs, microfluidic technology provides an alternative and versatile platform over traditional formulation methods of nanoparticles. Understanding the factors that affect the formulation of nanoparticles can guide the proper selection of microfluidic design and the operating parameters aiming at producing nanoparticles with reproducible properties. This review introduces the microfluidic systems' continuous flow (single-phase) and segmented flow (multiphase) and their different mixing parameters and mechanisms. Furthermore, microfluidic approaches for efficient production of nanoparticles as surface modification, anti-fouling, and post-microfluidic treatment are summarized. The review sheds light on the used microfluidic systems and operation parameters applied to prepare and fine-tune nanoparticles like lipid, poly(lactic-co-glycolic acid) (PLGA)-based nanoparticles as well as cross-linked nanoparticles. The approaches for scale-up production using microfluidics for clinical or industrial use are also highlighted. Furthermore, the use of microfluidics in preparing novel micro/nanofluidic drug delivery systems is presented. In conclusion, the characteristic vital features of microfluidics offer the ability to develop precise and efficient drug delivery nanoparticles.
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Affiliation(s)
- Amr Maged
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Future University in Egypt, Cairo, Egypt.,Pharmaceutical Factory, Faculty of Pharmacy, Future University in Egypt, Cairo, Egypt
| | - Reda Abdelbaset
- Department of Biomedical Engineering, Faculty of Engineering, Helwan University, Cairo, Egypt
| | - Azza A Mahmoud
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Future University in Egypt, Cairo, Egypt
| | - Nermeen A Elkasabgy
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Cairo University, Cairo, Egypt
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13
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Douroum E, Kouadri A, Tahiri A, Brihmat M, Khelladi S. Hydrodynamic and Kinematic Study to Analyze the Mixing Efficiency of Short Passive Micromixers. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c00084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Embarek Douroum
- Department of Mechanical Engineering, University of Djelfa, Djelfa 17000, Algeria
- Laboratory of Materials and Reactive Systems, LMSR, Djillali Liabes University, Sidi Bel Abbes 22000, Algeria
| | - Amar Kouadri
- Department of Mechanical Engineering, University of Djelfa, Djelfa 17000, Algeria
| | - Antar Tahiri
- Department of Mechanical Engineering, University of Djelfa, Djelfa 17000, Algeria
- Laboratory of Development in Mechanics and Materials, University of Djelfa, Djelfa 17000, Algeria
| | - Mostefa Brihmat
- Department of Mechanical Engineering, University of Djelfa, Djelfa 17000, Algeria
| | - Sofiane Khelladi
- Arts et Metiers Institute of Technology, CNAM, LIFSE, HESAM University, Paris F-75013, France
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14
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Sahadevan V, Panigrahi B, Chen CY. Microfluidic Applications of Artificial Cilia: Recent Progress, Demonstration, and Future Perspectives. MICROMACHINES 2022; 13:mi13050735. [PMID: 35630202 PMCID: PMC9147031 DOI: 10.3390/mi13050735] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/19/2022] [Accepted: 04/19/2022] [Indexed: 02/06/2023]
Abstract
Artificial cilia-based microfluidics is a promising alternative in lab-on-a-chip applications which provides an efficient way to manipulate fluid flow in a microfluidic environment with high precision. Additionally, it can induce favorable local flows toward practical biomedical applications. The endowment of artificial cilia with their anatomy and capabilities such as mixing, pumping, transporting, and sensing lead to advance next-generation applications including precision medicine, digital nanofluidics, and lab-on-chip systems. This review summarizes the importance and significance of the artificial cilia, delineates the recent progress in artificial cilia-based microfluidics toward microfluidic application, and provides future perspectives. The presented knowledge and insights are envisaged to pave the way for innovative advances for the research communities in miniaturization.
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Affiliation(s)
- Vignesh Sahadevan
- Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan;
| | - Bivas Panigrahi
- Department of Refrigeration, Air Conditioning and Energy Engineering, National Chin-Yi University of Technology, Taichung 411, Taiwan;
| | - Chia-Yuan Chen
- Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan;
- Correspondence: ; Tel.: +886-2757575-62169; Fax: +886-2352973
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15
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Ul Islam T, Wang Y, Aggarwal I, Cui Z, Eslami Amirabadi H, Garg H, Kooi R, Venkataramanachar BB, Wang T, Zhang S, Onck PR, den Toonder JMJ. Microscopic artificial cilia - a review. LAB ON A CHIP 2022; 22:1650-1679. [PMID: 35403636 PMCID: PMC9063641 DOI: 10.1039/d1lc01168e] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 04/04/2022] [Indexed: 05/14/2023]
Abstract
Cilia are microscopic hair-like external cell organelles that are ubiquitously present in nature, also within the human body. They fulfill crucial biological functions: motile cilia provide transportation of fluids and cells, and immotile cilia sense shear stress and concentrations of chemical species. Inspired by nature, scientists have developed artificial cilia mimicking the functions of biological cilia, aiming at application in microfluidic devices like lab-on-chip or organ-on-chip. By actuating the artificial cilia, for example by a magnetic field, an electric field, or pneumatics, microfluidic flow can be generated and particles can be transported. Other functions that have been explored are anti-biofouling and flow sensing. We provide a critical review of the progress in artificial cilia research and development as well as an evaluation of its future potential. We cover all aspects from fabrication approaches, actuation principles, artificial cilia functions - flow generation, particle transport and flow sensing - to applications. In addition to in-depth analyses of the current state of knowledge, we provide classifications of the different approaches and quantitative comparisons of the results obtained. We conclude that artificial cilia research is very much alive, with some concepts close to industrial implementation, and other developments just starting to open novel scientific opportunities.
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Affiliation(s)
- Tanveer Ul Islam
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Ye Wang
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Ishu Aggarwal
- Zernike Institute for Advanced Materials, University of Groningen, 9747 AG, Groningen, The Netherlands
| | - Zhiwei Cui
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Hossein Eslami Amirabadi
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Hemanshul Garg
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Zernike Institute for Advanced Materials, University of Groningen, 9747 AG, Groningen, The Netherlands
| | - Roel Kooi
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Bhavana B Venkataramanachar
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Tongsheng Wang
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
| | - Shuaizhong Zhang
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Max Planck Institute for Intelligent Systems, Heisenbergstr. 3, 70569, Stuttgart, Germany
| | - Patrick R Onck
- Zernike Institute for Advanced Materials, University of Groningen, 9747 AG, Groningen, The Netherlands
| | - Jaap M J den Toonder
- Microsystems, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AE, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, 5612 AJ, Eindhoven, The Netherlands
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16
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Bahrami D, Nadooshan AA, Bayareh M. Effect of non-uniform magnetic field on mixing index of a sinusoidal micromixer. KOREAN J CHEM ENG 2022. [DOI: 10.1007/s11814-021-0932-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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17
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Zhang Y, Zhou A, Chen S, Lum GZ, Zhang X. A perspective on magnetic microfluidics: Towards an intelligent future. BIOMICROFLUIDICS 2022; 16:011301. [PMID: 35069962 PMCID: PMC8769766 DOI: 10.1063/5.0079464] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 01/02/2022] [Indexed: 05/09/2023]
Abstract
Magnetic microfluidics has been gradually recognized as an area of its own. Both conventional microfluidic platforms have incorporated magnetic actuation for microfluidic operation and microscale object manipulation. Nonetheless, there is still much room for improvement after decades of development. In this Perspective, we first provide a quick review of existing magnetic microfluidic platforms with a focus on the magnetic tools and actuation mechanisms. Next, we discuss several emerging technologies, including magnetic microrobots, additive manufacture, and artificial intelligence, and their potential application in the future development of magnetic microfluidics. We believe that these technologies can eventually inspire highly functional magnetic tools for microfluidic manipulation and coordinated microfluidic control at the system level, which eventually drives magnetic microfluidics into an intelligent system for automated experimentation.
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Affiliation(s)
- Yi Zhang
- School of Electronic Science and Engineering, University of Electronic Science and Technology of China Chengdu, China
- Authors to whom correspondence should be addressed:; ;
and
| | - Aiwu Zhou
- Singapore Centre for 3D Printing, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Songlin Chen
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
| | - Guo Zhan Lum
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
- Authors to whom correspondence should be addressed:; ;
and
| | - Xiaosheng Zhang
- School of Electronic Science and Engineering, University of Electronic Science and Technology of China Chengdu, China
- Authors to whom correspondence should be addressed:; ;
and
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18
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González-Fernández C, Gómez-Pastora J, Bringas E, Zborowski M, Chalmers JJ, Ortiz I. Recovery of Magnetic Catalysts: Advanced Design for Process Intensification. Ind Eng Chem Res 2021; 60:16780-16790. [PMID: 34866775 PMCID: PMC8630691 DOI: 10.1021/acs.iecr.1c03474] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Indexed: 11/28/2022]
Abstract
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The design of microdevices
in which components with magnetic character
must be separated and recovered from reactive media benefits from
the advantages of microfluidics and meets the criteria for process
intensification; however, there are open questions, such as the design
of the most appropriate magnet arrangement, that need further research
in order to increase the magnetic gradient exerted on the particles.
Herein, we focus on the continuous recovery of magnetic microparticles,
that can be used as support to facilitate the recovery of biocatalysts
(magnetic microcatalysts, MMCs) from biological fluids. We analyze
and compare the performance of two typical magnetophoretic microdevices
for addressing bead recovery: (i) annular channels with a quadrupole
orientation of the permanent magnets (quadrupole magnetic sorter,
QMS) and (ii) the standard design, which consists of rectangular channels
with a single permanent magnet to generate the magnetic field. To
this end, an experimentally validated computational fluid dynamics
(CFD) numerical model has been employed. Our results reveal that for
devices with the same width and length, the micro-QMS, in comparison
to a rectangular channel, could accomplish the complete particle retrieval
while (i) processing more than 4 times higher fluid velocities, treating
more than 360 times higher flow rates or (ii) working with smaller
particles, thus reducing by 55% the particle mass. Additionally, the
parallel performance of ≈300 micro-QMSs fulfills the processing
of flow rates as high as 200 L·h–1 while entirely
capturing the magnetic beads. Thereby, this work shows the potential
of the QMS advanced design in the intensification of the recovery
of catalysts supports of magnetic character.
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Affiliation(s)
- Cristina González-Fernández
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Avenue, Columbus, Ohio 43210, United States
| | - Eugenio Bringas
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Maciej Zborowski
- Department of Biomedical Engineering Cleveland Clinic 9500 Euclid Avenue, Cleveland, Ohio 44195, United States
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Avenue, Columbus, Ohio 43210, United States
| | - Inmaculada Ortiz
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
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19
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Design and Manufacture of a Low-Cost Microfluidic System for the Synthesis of Giant Liposomes for the Encapsulation of Yeast Homologues: Applications in the Screening of Membrane-Active Peptide Libraries. MICROMACHINES 2021; 12:mi12111377. [PMID: 34832789 PMCID: PMC8619280 DOI: 10.3390/mi12111377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/02/2021] [Accepted: 11/06/2021] [Indexed: 11/24/2022]
Abstract
The discovery of new membrane-active peptides (MAPs) is an area of considerable interest in modern biotechnology considering their ample applicability in several fields ranging from the development of novel delivery vehicles (via cell-penetrating peptides) to responding to the latent threat of antibiotic resistance (via antimicrobial peptides). Different strategies have been devised for such discovery process, however, most of them involve costly, tedious, and low-efficiency methods. We have recently proposed an alternative route based on constructing a non-rationally designed library recombinantly expressed on the yeasts’ surfaces. However, a major challenge is to conduct a robust and high-throughput screening of possible candidates with membrane activity. Here, we addressed this issue by putting forward low-cost microfluidic platforms for both the synthesis of Giant Unilamellar Vesicles (GUVs) as mimicking entities of cell membranes and for providing intimate contact between GUVs and homologues of yeasts expressing MAPs. The homologues were chitosan microparticles functionalized with the membrane translocating peptide Buforin II, while intimate contact was through passive micromixers with different channel geometries. Both microfluidic platforms were evaluated both in silico (via Multiphysics simulations) and in vitro with a high agreement between the two approaches. Large and stable GUVs (5–100 µm) were synthesized effectively, and the mixing processes were comprehensively studied leading to finding the best operating parameters. A serpentine micromixer equipped with circular features showed the highest average encapsulation efficiencies, which was explained by the unique mixing patterns achieved within the device. The microfluidic devices developed here demonstrate high potential as platforms for the discovery of novel MAPs as well as for other applications in the biomedical field such as the encapsulation and controlled delivery of bioactive compounds.
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20
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Sierra T, Jang I, Noviana E, Crevillen AG, Escarpa A, Henry CS. Pump-Free Microfluidic Device for the Electrochemical Detection of α 1-Acid Glycoprotein. ACS Sens 2021; 6:2998-3005. [PMID: 34350757 DOI: 10.1021/acssensors.1c00864] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
α1-Acid glycoprotein (AGP) is a glycoprotein present in serum, which is associated with the modulation of the immune system in response to stress or injuries, and a biomarker for inflammatory diseases and cancers. Here, we propose a pump-free microfluidic device for the electrochemical determination of AGP. The microfluidic device utilizes capillary-driven flow and a passive mixing system to label the AGP with the Os (VI) complex (an electrochemical tag) inside the main channel, before delivering the products to the electrode surface. Furthermore, thanks to the resulting geometry, all the analytical steps can be carried out inside the device: labeling, washing, and detection by adsorptive transfer stripping square wave voltammetry. The microfluidic device exhibited a linear range from 500 to 2000 mg L-1 (R2 = 0.990) and adequate limit of detection (LOD = 231 mg L-1). Commercial serum samples were analyzed to demonstrate the success of the method, yielding recoveries around 83%. Due to its simplicity, low sample consumption, low cost, short analysis time, disposability, and portability, the proposed method can serve as a point-of-care/need testing device for AGP.
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Affiliation(s)
- Tania Sierra
- Department of Chemistry, Colorado State University, Fort Collins, Colorado 80526, United States
- Department of Analytical Chemistry, Physical Chemistry and Chemical Engineering, University of Alcala,
Alcala de Henares, Madrid E-28871, Spain
| | - Ilhoon Jang
- Department of Chemistry, Colorado State University, Fort Collins, Colorado 80526, United States
- Institute of Nano Science and Technology, Hanyang University, Seoul 04763, Korea
| | - Eka Noviana
- Department of Chemistry, Colorado State University, Fort Collins, Colorado 80526, United States
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
| | - Agustín G. Crevillen
- Department of Analytical Sciences, Faculty of Sciences, Universidad Nacional de Educación a Distancia (UNED), Madrid E-28040, Spain
| | - Alberto Escarpa
- Department of Analytical Chemistry, Physical Chemistry and Chemical Engineering, University of Alcala,
Alcala de Henares, Madrid E-28871, Spain
- Chemical Research Institute “Andrés M. del Río” (IQAR), University of Alcala, Alcala de Henares, Madrid E-28805, Spain
| | - Charles S. Henry
- Department of Chemistry, Colorado State University, Fort Collins, Colorado 80526, United States
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21
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Shanko ES, Ceelen L, Wang Y, van de Burgt Y, den Toonder J. Enhanced Microfluidic Sample Homogeneity and Improved Antibody-Based Assay Kinetics Due to Magnetic Mixing. ACS Sens 2021; 6:2553-2562. [PMID: 34191498 PMCID: PMC8457298 DOI: 10.1021/acssensors.1c00050] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
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Recent global events have distinctly demonstrated the need for fast diagnostic analysis
of targets in a liquid sample. However, microfluidic lab-on-a-chip devices for
point-of-care diagnostics can suffer from slow analysis due to poor mixing. Here, we
experimentally explore the mixing effect within a microfluidic chamber, as obtained from
superparamagnetic beads exposed to an out-of-plane (vertical) rotating magnetic field.
Various magnetic protocols are explored, and the level of sample homogeneity is measured
by determining the mixing efficiency index. In particular, we introduce a method to
induce effective mixing in a microfluidic chamber by the actuation of the same beads to
perform global swarming behavior, a collective motion of a large number of individual
entities often seen in nature. The microparticle swarming induces high fluid velocities
in initially stagnant fluids, and it can be externally controlled. The method is
pilot-tested using a point-of-care test featuring a bioluminescent assay for the
detection of antibodies. The mixing by the magnetic beads leads to increased assay
kinetics, which indeed reduces the time to sensor readout substantially. Magnetic
microparticle swarming is expected to be beneficial for a wide variety of point-of-care
devices, where fast homogeneity of reagents does play a role.
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Affiliation(s)
- Eriola-Sophia Shanko
- Microsystems Research Section, Department of Mechanical Engineering, and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven 5600MB, The Netherlands
| | - Lennard Ceelen
- Microsystems Research Section, Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven 5600MB, The Netherlands
| | - Ye Wang
- Microsystems Research Section, Department of Mechanical Engineering, and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven 5600MB, The Netherlands
| | - Yoeri van de Burgt
- Microsystems Research Section, Department of Mechanical Engineering, and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven 5600MB, The Netherlands
| | - Jaap den Toonder
- Microsystems Research Section, Department of Mechanical Engineering, and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven 5600MB, The Netherlands
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22
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Zheng G, Gao Q, Jiang Y, Lu L, Li J, Zhang X, Zhao H, Fan P, Cui Y, Gu F, Wang Y. Instrumentation-Compact Digital Microfluidic Reaction Interface-Extended Loop-Mediated Isothermal Amplification for Sample-to-Answer Testing of Vibrio parahaemolyticus. Anal Chem 2021; 93:9728-9736. [PMID: 34228918 DOI: 10.1021/acs.analchem.1c00917] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Vibrio parahaemolyticus is usually spread via consumption of contaminated seafood and causes vibriosis. By combination of digital microfluidic (DMF) and loop-mediated isothermal amplification (LAMP), we provided an automated instrumentation-compact DMF-LAMP device for sample-to-answer detection of V. parahaemolyticus. For the first time, how much the proper mixing might facilitate the DMF-LAMP process is explored. The results illustrated that increasing the number of flow configurations and decreasing the fluid-reversibility will extend the interfacial surface available for diffusion-based mass transfer within a droplet microreactor, thus contributing to the overall amplification reaction rate. Noticeably, the DMF-LAMP amplification plateau time is shortened by proper mixing, from 60 min in static mixing and traditional bulk LAMP to 30 min in 2-electrode mixing and 15 min in 3-electrode mixing. The device achieved much higher detection sensitivity (two copies per reaction) than previously reported devices. V. parahaemolyticus from spiked shrimps is detected by Q-tip sampling associated with 3-electrode mixing DMF-LAMPs. The detectable signal occurs within only 3 min at a higher concentration and, at most, is delayed to 18 min, with a detection limit of <0.23 × 103 CFU/g. Thus, the developed DMF-LAMP device demonstrates potential for being used as a sample-to-answer system with a quick analysis time, high sensitivity, and sample-to-answer format.
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Affiliation(s)
- Guoxia Zheng
- Medical school, Dalian University, Dalian 116622, China.,Chemical and Environmental Engineering Institute, Dalian University, Dalian 116622, China
| | - Qian Gao
- Medical school, Dalian University, Dalian 116622, China
| | - Youwei Jiang
- Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Ling Lu
- Medical school, Dalian University, Dalian 116622, China
| | - Jianfeng Li
- Jiangsu Celyee Cell Technology, Research Institute Co., Nanjing 210000, China
| | - Xingcai Zhang
- Department of Physics, School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Hongyu Zhao
- Chemical and Environmental Engineering Institute, Dalian University, Dalian 116622, China
| | - Panpan Fan
- Medical school, Dalian University, Dalian 116622, China
| | - Yutong Cui
- Chemical and Environmental Engineering Institute, Dalian University, Dalian 116622, China
| | - Furong Gu
- Chemical and Environmental Engineering Institute, Dalian University, Dalian 116622, China
| | - Yunhua Wang
- Medical school, Dalian University, Dalian 116622, China
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23
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Manamanchaiyaporn L, Tang X, Zheng Y, Yan X. Molecular Transport of a Magnetic Nanoparticle Swarm Towards Thrombolytic Therapy. IEEE Robot Autom Lett 2021. [DOI: 10.1109/lra.2021.3068978] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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24
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Abedini-Nassab R, Pouryosef Miandoab M, Şaşmaz M. Microfluidic Synthesis, Control, and Sensing of Magnetic Nanoparticles: A Review. MICROMACHINES 2021; 12:768. [PMID: 34210058 PMCID: PMC8306075 DOI: 10.3390/mi12070768] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/22/2021] [Accepted: 06/27/2021] [Indexed: 02/06/2023]
Abstract
Magnetic nanoparticles have attracted significant attention in various disciplines, including engineering and medicine. Microfluidic chips and lab-on-a-chip devices, with precise control over small volumes of fluids and tiny particles, are appropriate tools for the synthesis, manipulation, and evaluation of nanoparticles. Moreover, the controllability and automation offered by the microfluidic chips in combination with the unique capabilities of the magnetic nanoparticles and their ability to be remotely controlled and detected, have recently provided tremendous advances in biotechnology. In particular, microfluidic chips with magnetic nanoparticles serve as sensitive, high throughput, and portable devices for contactless detecting and manipulating DNAs, RNAs, living cells, and viruses. In this work, we review recent fundamental advances in the field with a focus on biomedical applications. First, we study novel microfluidic-based methods in synthesizing magnetic nanoparticles as well as microparticles encapsulating them. We review both continues-flow and droplet-based microreactors, including the ones based on the cross-flow, co-flow, and flow-focusing methods. Then, we investigate the microfluidic-based methods for manipulating tiny magnetic particles. These manipulation techniques include the ones based on external magnets, embedded micro-coils, and magnetic thin films. Finally, we review techniques invented for the detection and magnetic measurement of magnetic nanoparticles and magnetically labeled bioparticles. We include the advances in anisotropic magnetoresistive, giant magnetoresistive, tunneling magnetoresistive, and magnetorelaxometry sensors. Overall, this review covers a wide range of the field uniquely and provides essential information for designing "lab-on-a-chip" systems for synthesizing magnetic nanoparticles, labeling bioparticles with them, and sorting and detecting them on a single chip.
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Affiliation(s)
- Roozbeh Abedini-Nassab
- Department of Biomedical Engineering, University of Neyshabur, Neyshabur 9319774446, Iran
| | | | - Merivan Şaşmaz
- Department of Electrical and Electronic Engineering, Faculty of Engineering, Adiyaman University, Adiyaman 02040, Turkey;
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25
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Effect of Thermal Energy and Ultrasonication on Mixing Efficiency in Passive Micromixers. Processes (Basel) 2021. [DOI: 10.3390/pr9050891] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Micromixing is a key process in microfluidics technology. However, rapid and efficient fluid mixing is difficult to achieve inside the microchannels due to unfavourable laminar flow. Active micromixers employing ultrasound and thermal energy are effective in enhancing the micromixing process; however, integration of these energy sources within the devices is a non-trivial task. In this study, ultrasound and thermal energy have been extraneously applied at the upstream of the micromixer to significantly reduce fabrication complexity. A novel Dean micromixer was laser-fabricated to passively increase mixing performance and compared with T- and Y-micromixers at Reynolds numbers between 5 to 100. The micromixers had a relatively higher mixing index at lower Reynolds number, attributed to higher residence time. Dean micromixer exhibits higher mixing performance (about 27% better) than T- and Y-micromixers for 40 ≤ Re ≤ 100. Influence of ultrasound and heat on mixing is more significant at 5 ≤ Re ≤ 20 due to the prolonged mechanical effects. It can be observed that mixing index increases by about 6% to 10% once the temperature of the sonicated fluids increases from 30 °C to 60 °C. The proposed method is potentially useful as direct contact of the inductive energy sources may cause unwanted substrate damage and structural deformation especially for applications in biological analysis and chemical synthesis.
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26
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Arzi RS, Kay A, Raychman Y, Sosnik A. Excipient-Free Pure Drug Nanoparticles Fabricated by Microfluidic Hydrodynamic Focusing. Pharmaceutics 2021; 13:529. [PMID: 33920184 PMCID: PMC8069523 DOI: 10.3390/pharmaceutics13040529] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/06/2021] [Accepted: 04/07/2021] [Indexed: 01/03/2023] Open
Abstract
Nanoprecipitation is one of the most versatile methods to produce pure drug nanoparticles (PDNPs) owing to the ability to optimize the properties of the product. Nevertheless, nanoprecipitation may result in broad particle size distribution, low physical stability, and batch-to-batch variability. Microfluidics has emerged as a powerful tool to produce PDNPs in a simple, reproducible, and cost-effective manner with excellent control over the nanoparticle size. In this work, we designed and fabricated T- and Y-shaped Si-made microfluidic devices and used them to produce PDNPs of three kinase inhibitors of different lipophilicity and water-solubility, namely imatinib, dasatinib and tofacitinib, without the use of colloidal stabilizers. PDNPs display hydrodynamic diameter in the 90-350 nm range as measured by dynamic light scattering and a rounded shape as visualized by high-resolution scanning electron microscopy. Powder X-ray diffraction and differential scanning calorimetry confirmed that this method results in highly amorphous nanoparticles. In addition, we show that the flow rate of solvent, the anti-solvent, and the channel geometry of the device play a key role governing the nanoparticle size.
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Affiliation(s)
- Roni Sverdlov Arzi
- Laboratory of Pharmaceutical Nanomaterials Science, Department of Materials Science and Engineering, Technion-Israel Institute of Technology, 3200003 Haifa, Israel; (R.S.A.); (Y.R.)
| | - Asaf Kay
- Laboratory of Electrochemical Materials and Devices, Department of Materials Science and Engineering, Technion-Israel Institute of Technology, 3200003 Haifa, Israel;
| | - Yulia Raychman
- Laboratory of Pharmaceutical Nanomaterials Science, Department of Materials Science and Engineering, Technion-Israel Institute of Technology, 3200003 Haifa, Israel; (R.S.A.); (Y.R.)
| | - Alejandro Sosnik
- Laboratory of Pharmaceutical Nanomaterials Science, Department of Materials Science and Engineering, Technion-Israel Institute of Technology, 3200003 Haifa, Israel; (R.S.A.); (Y.R.)
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27
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Yang M, Gao Y, Liu Y, Yang G, Zhao CX, Wu KJ. Integration of microfluidic systems with external fields for multiphase process intensification. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2021.116450] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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28
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Valenta AC, D'Amico CI, Dugan CE, Grinias JP, Kennedy RT. A microfluidic chip for on-line derivatization and application to in vivo neurochemical monitoring. Analyst 2021; 146:825-834. [PMID: 33346258 DOI: 10.1039/d0an01729a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Microfluidic chips can perform a broad range of automated fluid manipulation operations for chemical analysis including on-line reactions. Derivatization reactions carried out on-chip reduce manual sample preparation and improve experimental throughput. In this work we develop a chip for on-line benzoyl chloride derivatization coupled to microdialysis, an in vivo sampling technique. Benzoyl chloride derivatization is useful for the analysis of small molecule neurochemicals in complex biological matrices using HPLC-MS/MS. The addition of one or more benzoyl groups to small, polar compounds containing amines, phenols, thiols, and certain alcohols improves reversed phase chromatographic retention, electrospray ionization efficiency, and analyte stability. The current derivatization protocol requires a three-step manual sample preparation, which ultimately limits the utility of this method for rapid sample collection and large sample sets. A glass microfluidic chip was developed for derivatizing microdialysis fractions on-line as they exit the probe for collection and off-line analysis with HPLC-MS/MS. Calibration curves for 21 neurochemicals prepared using the on-chip method showed linearity (R2 > 0.99), limits of detection (0.1-500 nM), and peak area RSDs (4-14%) comparable to manual derivatization. Method temporal resolution was investigated both in vitro and in vivo showing rapid rise times for all analytes, which was limited by fraction length (3 min) rather than the device. The platform was applied to basal measurements in the striatum of awake rats where 19 of 21 neurochemicals were above the limit of detection. For a typical 2 h study, a minimum of 120 pipetting steps are eliminated per animal. Such a device provides a useful tool for the analysis of small molecules in biological matrices which may extend beyond microdialysis to other sampling techniques.
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Affiliation(s)
- Alec C Valenta
- Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann Arbor, Michigan 48109, USA.
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Amiri Roodan V, Gómez-Pastora J, Karampelas IH, González-Fernández C, Bringas E, Ortiz I, Chalmers JJ, Furlani EP, Swihart MT. Formation and manipulation of ferrofluid droplets with magnetic fields in a microdevice: a numerical parametric study. SOFT MATTER 2020; 16:9506-9518. [PMID: 32966533 PMCID: PMC8256729 DOI: 10.1039/d0sm01426e] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We present a numerical model that describes the microfluidic generation and manipulation of ferrofluid droplets under an external magnetic field. We developed a numerical Computational Fluid Dynamics (CFD) analysis for predicting and optimizing continuous flow generation and processing of ferrofluid droplets with and without the presence of a permanent magnet. More specifically, we explore the dynamics of oil-based ferrofluid droplets within an aqueous continuous phase under an external inhomogeneous magnetic field. The developed model determines the effect of the magnetic field on the droplet generation, which is carried out in a flow-focusing geometry, and its sorting in T-junction channels. Three-channel depths (25 μm, 30 μm, and 40 μm) were investigated to study droplet deformation under magnetic forces. Among the three, the 30 μm channel depth showed the most consistent droplet production for the studied range of flow rates. Ferrofluids with different loadings of magnetic nanoparticles were used to observe the behavior for different ratios of magnetic and hydrodynamic forces. Our results show that the effect of these factors on droplet size and generation rate can be tuned and optimized to produce consistent droplet generation and sorting. This approach involves fully coupled magnetic-fluid mechanics models and can predict critical details of the process including droplet size, shape, trajectory, dispensing rate, and the perturbation of the fluid co-flow for different flow rates. The model enables better understanding of the physical phenomena involved in continuous droplet processing and allows efficient parametric analysis and optimization.
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Affiliation(s)
- Venoos Amiri Roodan
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA.
| | - Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 315 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, USA
| | - Ioannis H Karampelas
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA.
| | - Cristina González-Fernández
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Eugenio Bringas
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Inmaculada Ortiz
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 315 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, USA
| | - Edward P Furlani
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA. and Department of Electrical Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA
| | - Mark T Swihart
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA.
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Khizar S, Ben Halima H, Ahmad NM, Zine N, Errachid A, Elaissari A. Magnetic nanoparticles in microfluidic and sensing: From transport to detection. Electrophoresis 2020; 41:1206-1224. [DOI: 10.1002/elps.201900377] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 04/15/2020] [Accepted: 04/17/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Sumera Khizar
- Université de Lyon LAGEP, UMR‐5007, CNRS, Université Lyon 1, 5007 43 Bd 11 Novembre 1918 Villeurbanne F‐69622 France
- Polymer Research Lab School of Chemical and Materials Engineering (SCME) National University of Sciences and Technology (NUST) H‐12 Sector Islamabad 44000 Pakistan
| | - Hamdi Ben Halima
- Université de Lyon Institut des Science Analytiques UMR 5280, CNRS Université Lyon 1 ENS Lyon-5, rue de la Doua Villeurbanne F‐69100 France
| | - Nasir M. Ahmad
- Polymer Research Lab School of Chemical and Materials Engineering (SCME) National University of Sciences and Technology (NUST) H‐12 Sector Islamabad 44000 Pakistan
| | - Nadia Zine
- Université de Lyon Institut des Science Analytiques UMR 5280, CNRS Université Lyon 1 ENS Lyon-5, rue de la Doua Villeurbanne F‐69100 France
| | - Abdelhamid Errachid
- Université de Lyon Institut des Science Analytiques UMR 5280, CNRS Université Lyon 1 ENS Lyon-5, rue de la Doua Villeurbanne F‐69100 France
| | - Abdelhamid Elaissari
- Université de Lyon LAGEP, UMR‐5007, CNRS, Université Lyon 1, 5007 43 Bd 11 Novembre 1918 Villeurbanne F‐69622 France
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Zaben A, Kitenbergs G, Cēbers A. 3D motion of flexible ferromagnetic filaments under a rotating magnetic field. SOFT MATTER 2020; 16:4477-4483. [PMID: 32333752 DOI: 10.1039/d0sm00403k] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Ferromagnetic filaments in a rotating magnetic field are studied both numerically and experimentally. The filaments are made from micron-sized ferromagnetic particles linked with DNA strands. It is found that at low frequencies of the rotating field, a filament rotates synchronously with the field and beyond a critical frequency, it undergoes a transition to a three dimensional regime. In this regime the tips of the filament rotate synchronously with the field on circular trajectories in the plane parallel to the plane of the rotating field. The characteristics of this motion found numerically match the experimental data and allow us to obtain the physical properties of such filaments. We also discuss the differences in behaviour between magnetic rods and filaments and the applicability of filaments in mixing.
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Affiliation(s)
- Abdelqader Zaben
- MMML Lab, University of Latvia, Jelgavas 3, Riga, LV-1004, Latvia.
| | | | - Andrejs Cēbers
- MMML Lab, University of Latvia, Jelgavas 3, Riga, LV-1004, Latvia.
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Integrated Electrochemical Biosensors for Detection of Waterborne Pathogens in Low-Resource Settings. BIOSENSORS-BASEL 2020; 10:bios10040036. [PMID: 32294961 PMCID: PMC7236604 DOI: 10.3390/bios10040036] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Revised: 03/21/2020] [Accepted: 04/05/2020] [Indexed: 12/24/2022]
Abstract
More than 783 million people worldwide are currently without access to clean and safe water. Approximately 1 in 5 cases of mortality due to waterborne diseases involve children, and over 1.5 million cases of waterborne disease occur every year. In the developing world, this makes waterborne diseases the second highest cause of mortality. Such cases of waterborne disease are thought to be caused by poor sanitation, water infrastructure, public knowledge, and lack of suitable water monitoring systems. Conventional laboratory-based techniques are inadequate for effective on-site water quality monitoring purposes. This is due to their need for excessive equipment, operational complexity, lack of affordability, and long sample collection to data analysis times. In this review, we discuss the conventional techniques used in modern-day water quality testing. We discuss the future challenges of water quality testing in the developing world and how conventional techniques fall short of these challenges. Finally, we discuss the development of electrochemical biosensors and current research on the integration of these devices with microfluidic components to develop truly integrated, portable, simple to use and cost-effective devices for use by local environmental agencies, NGOs, and local communities in low-resource settings.
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Kim SD, Song SW, Oh DY, Lee AC, Koo JW, Kang T, Kim MC, Lee C, Jeong Y, Jeong HY, Lee D, Cho S, Kwon S, Kim J. Microspinning: Local Surface Mixing via Rotation of Magnetic Microparticles for Efficient Small-Volume Bioassays. MICROMACHINES 2020; 11:mi11020175. [PMID: 32046141 PMCID: PMC7074623 DOI: 10.3390/mi11020175] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 01/29/2020] [Accepted: 02/04/2020] [Indexed: 12/11/2022]
Abstract
The need for high-throughput screening has led to the miniaturization of the reaction volume of the chamber in bioassays. As the reactor gets smaller, surface tension dominates the gravitational or inertial force, and mixing efficiency decreases in small-scale reactions. Because passive mixing by simple diffusion in tens of microliter-scale volumes takes a long time, active mixing is needed. Here, we report an efficient micromixing method using magnetically rotating microparticles with patterned magnetization induced by magnetic nanoparticle chains. Because the microparticles have magnetization patterning due to fabrication with magnetic nanoparticle chains, the microparticles can rotate along the external rotating magnetic field, causing micromixing. We validated the reaction efficiency by comparing this micromixing method with other mixing methods such as simple diffusion and the use of a rocking shaker at various working volumes. This method has the potential to be widely utilized in suspension assay technology as an efficient mixing strategy.
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Affiliation(s)
- Su Deok Kim
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
- Department of Electrical and Computer Engineering, Seoul National University, Seoul 08826, Korea;
| | - Seo Woo Song
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
| | - Dong Yoon Oh
- Interdisciplinary Program for Bioengineering, Seoul National University, Seoul 08826, Korea;
| | - Amos Chungwon Lee
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
- Interdisciplinary Program for Bioengineering, Seoul National University, Seoul 08826, Korea;
| | - Jeong Woo Koo
- Department of Material Science and Engineering, Seoul National University, Seoul 08826, Korea;
| | - Taehun Kang
- Department of Electrical and Computer Engineering, Seoul National University, Seoul 08826, Korea;
| | - Min Chang Kim
- School of Environmental Engineering, University of Seoul, Seoul 08826, Korea
| | - Changhee Lee
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
- Department of Electrical and Computer Engineering, Seoul National University, Seoul 08826, Korea;
| | - Yunjin Jeong
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
| | - Hyun Yong Jeong
- BK21+ Creative Research Engineer Development for IT, Seoul National University, Seoul 08826, Korea; (H.Y.J.); (D.L.)
| | - Daewon Lee
- BK21+ Creative Research Engineer Development for IT, Seoul National University, Seoul 08826, Korea; (H.Y.J.); (D.L.)
| | - Seongkyu Cho
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
- Department of Electrical and Computer Engineering, Seoul National University, Seoul 08826, Korea;
| | - Sunghoon Kwon
- Institutes of Entrepreneurial BioConvergence, Seoul National University, Seoul 08826, Korea; (S.D.K.); (S.W.S.); (A.C.L.); (C.L.); (Y.J.); (S.C.)
- Department of Electrical and Computer Engineering, Seoul National University, Seoul 08826, Korea;
- Interdisciplinary Program for Bioengineering, Seoul National University, Seoul 08826, Korea;
- Correspondence: (S.K.); (J.K.); Tel.: +82-2-880-1736 (S.K.); +82-52-217-3052 (J.K.)
| | - Jiyun Kim
- School of Materials Science and Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Korea
- Correspondence: (S.K.); (J.K.); Tel.: +82-2-880-1736 (S.K.); +82-52-217-3052 (J.K.)
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