1
|
Das D, Chen HA, Weng CL, Lee YC, Hsu SM, Kwon JS, Chuang HS. Rapid tear screening of diabetic retinopathy by a detachable surface acoustic wave enabled immunosensor. Anal Chim Acta 2024; 1325:343117. [PMID: 39244304 DOI: 10.1016/j.aca.2024.343117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 08/05/2024] [Accepted: 08/14/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Diabetic retinopathy (DR), a chronic and progressive microvascular complication of diabetes mellitus, substantially threatens vision and is a leading cause of blindness among working-age individuals worldwide. Traditional diagnostic methods, such as ophthalmoscopy and fluorescein angiography are nonquantitative, invasive, and time consuming. Analysis of protein biomarkers in tear fluid offers noninvasive insights into ocular and systemic health, aiding in early DR detection. This study introduces a surface acoustic wave (SAW) microchip that rapidly enhances fluorescence in bead-based immunoassays for the sensitive and noninvasive DR detection from human tear samples. RESULTS The device facilitated particle mixing for immunoassay formation and particle concentration in the droplet, resulting in an enhanced immunofluorescence signal. This detachable SAW microchip allows the disposal of the cover glass after every use, thereby improving the reusability of the interdigital transducer and minimizing potential cross-contamination. A preliminary clinical test was conducted on a cohort of 10 volunteers, including DR patients and healthy individuals. The results demonstrated strong agreement with ELISA studies, validating the high accuracy rate of the SAW microchip. SIGNIFICANCE This comprehensive study offers significant insights into the potential application of a novel SAW microchip for the early detection of DR in individuals with diabetes. By utilizing protein biomarkers found in tear fluid, the device facilitates noninvasive, rapid, and sensitive detection, potentially revolutionizing DR diagnostics and improving patient outcomes through timely intervention and management of this vision-threatening condition.
Collapse
Affiliation(s)
- Dhrubajyoti Das
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701, Taiwan
| | - Hsuan-An Chen
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701, Taiwan
| | - Chao-Li Weng
- Department of Mechanical Engineering, National Cheng Kung University, Tainan, 701, Taiwan
| | - Yung-Chun Lee
- Department of Mechanical Engineering, National Cheng Kung University, Tainan, 701, Taiwan
| | - Sheng-Min Hsu
- Department of Ophthalmology, National Cheng Kung University Hospital, Tainan, 701, Taiwan
| | - Jae-Sung Kwon
- Department of Mechanical Engineering, Incheon National University, Incheon, 22012, South Korea; Convergence Research Center for Insect Vectors (CRCIV), Incheon National University, Incheon, 22012, South Korea; Nuclear Safety Research Institute, Incheon National University, Incheon, 22012, South Korea.
| | - Han-Sheng Chuang
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701, Taiwan; Medical Device Innovation Center, National Cheng Kung University, Tainan, 701, Taiwan.
| |
Collapse
|
2
|
Chen LY, Hsu SM, Wang JC, Yang TH, Chuang HS. Photonic crystal enhanced immunofluorescence biosensor integrated with a lateral flow microchip: Toward rapid tear-based diabetic retinopathy screening. BIOMICROFLUIDICS 2023; 17:044102. [PMID: 37484814 PMCID: PMC10361775 DOI: 10.1063/5.0158780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 07/10/2023] [Indexed: 07/25/2023]
Abstract
Diabetic retinopathy (DR) has accounted for major loss of vision in chronic diabetes. Although clinical statistics have shown that early screening can procrastinate or improve the deterioration of the disease, the screening rate remains low worldwide because of the great inconvenience of conventional ophthalmoscopic examination. Instead, tear fluid that contains rich proteins caused by direct contact with eyeballs is an ideal substitute to monitor vision health. Herein, an immunofluorescence biosensor enhanced by a photonic crystal (PhC) is presented to handle the trace proteins suspended in the tear fluid. The PhC was constructed by self-assembled nanoparticles with a thin layer of gold coated on top of it. Then, the PC substrate was conjugated with antibodies and placed in a microchannel. When the capillary-driven tear sample flew over the PC substrate, the immunoassay enabled the formation of a sandwich antibody-antigen-antibody configuration for PhC-enhanced immunofluorescence. The use of PhC resulted in a concentration enhancement of more than tenfold compared to non-PhC, while achieving an equivalent signal intensity. The limit of detection for the target biomarker, lipocalin-1 (LCN-1), reached nearly 3 μg/ml, and the turnaround time of each detection was 15 min. Finally, a preclinical evaluation was conducted using ten tear samples. A clear trend was observed, showing that the concentrations of LCN-1 were at least twofold higher in individuals with chronic diabetes or DR than in healthy individuals. This trend was consistent with their medical conditions. The results provided a direct proof-of-concept for the proposed PhC biosensor in rapid tear-based DR screening.
Collapse
Affiliation(s)
- Li-Ying Chen
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Sheng-Min Hsu
- Department of Ophthalmology, National Cheng Kung University Hospital, Tainan 701, Taiwan
| | | | | | | |
Collapse
|
3
|
Zhang SJ, Yang ZR, Kuo JN. Force and Velocity Analysis of Particles Manipulated by Toroidal Vortex on Optoelectrokinetic Microfluidic Platform. MICROMACHINES 2022; 13:2245. [PMID: 36557544 PMCID: PMC9786868 DOI: 10.3390/mi13122245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/03/2022] [Accepted: 12/15/2022] [Indexed: 06/17/2023]
Abstract
The rapid electrokinetic patterning (REP) technique has been demonstrated to enable dynamic particle manipulation in biomedical applications. Previous studies on REP have generally considered particles with a size less than 5 μm. In this study, a REP platform was used to manipulate polystyrene particles with a size of 3~11 μm in a microfluidic channel sandwiched between two ITO conductive glass plates. The effects of the synergy force produced by the REP electrothermal vortex on the particle motion were investigated numerically for fixed values of the laser power, AC driving voltage, and AC driving frequency, respectively. The simulation results showed that the particles were subject to a competition effect between the drag force produced by the toroidal vortex, which prompted the particles to recirculate in the bulk flow adjacent to the laser illumination spot on the lower electrode, and the trapping force produced by the particle and electrode interactions, which prompted the particles to aggregate in clusters on the surface of the illuminated spot. The experimental results showed that as the laser power increased, the toroidal flow range over which the particles circulated in the bulk flow increased, while the cluster range over which the particles were trapped on the electrode surface reduced. The results additionally showed that the particle velocity increased with an increasing laser power, particularly for particles with a smaller size. The excitation frequency at which the particles were trapped on the illuminated hot-spot reduced as the particle size increased. The force and velocity of polystyrene particles by the REP toroidal vortex has implications for further investigating the motion behavior at the biological cell level.
Collapse
|
4
|
Chen WL, Jayan M, Kwon JS, Chuang HS. Facile open-well immunofluorescence enhancement with coplanar-electrodes-enabled optoelectrokinetics and magnetic particles. Biosens Bioelectron 2021; 193:113527. [PMID: 34325238 DOI: 10.1016/j.bios.2021.113527] [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: 05/26/2021] [Revised: 07/05/2021] [Accepted: 07/19/2021] [Indexed: 11/29/2022]
Abstract
Electrokinetic manipulation has been proven powerful in enhancing the sensing capability of general-purpose biochips. However, the close-form configuration of biochips and the required use of low electric conductivity limit their practicability. In this study, an open-well microfluidic system facilitated with coplanar-electrodes-enabled optoelectrokinetic concentration and magnetic particles were therefore developed to overcome these challenges. The open side achieves optoelectrokinetic manipulation for biosignal enhancement, enabling free manual operations. Magnetic particles were employed in immunoassays to facilitate the rapid onsite separation of targets. A common cytokine biomarker found in many diseases, that is, tumor necrosis factor alpha (TNF-α), was used for assessing the immunosensing system. In addition to the benefits inherited from the immunoassays, the fluorescent signal enhanced by the optoelectrokinetic technique also featured rapid enhancement in 1 min and a limit of detection of as low as 2.9 pg/mL. The open-well architecture allowed the entire immunosensing process to be completed on site without frequent off-site washing. For a practical test, the TNF-α in human tear fluids was measured by the developed device and validated with a standard enzyme-linked immunosorbent assay (ELISA). The data show consistency in terms of trend. The developed open-well optoelectrokinetic device provides an insight into future facile clinical diagnoses. By simply modifying the surface linkers on the magnetic particles, the technique can be further extended to more other trace biomarker detections.
Collapse
Affiliation(s)
- Wei-Long Chen
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701, Taiwan.
| | - Mansha Jayan
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701, Taiwan
| | - Jae-Sung Kwon
- Department of Mechanical Engineering, Incheon National University, Incheon, Republic of Korea.
| | - Han-Sheng Chuang
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701, Taiwan; Core Facility Center, National Cheng Kung University, Tainan, 701, Taiwan; Medical Device Innovation Center, National Cheng Kung University, Tainan, 701, Taiwan.
| |
Collapse
|
5
|
Chen X, Ning Y, Pan S, Liu B, Chang Y, Pang W, Duan X. Mixing during Trapping Enabled a Continuous-Flow Microfluidic Smartphone Immunoassay Using Acoustic Streaming. ACS Sens 2021; 6:2386-2394. [PMID: 34102847 DOI: 10.1021/acssensors.1c00602] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Smartphone-enabled microfluidic chemiluminescence immunoassay is a promising portable system for point-of-care (POC) biosensing applications. However, due to the rather faint emitted light in such a limited sample volume, it is still difficult to reach the clinically accepted range when the smartphone serves as a standalone detector. Besides, the multiple separation and washing steps during sample preparation hinder the immunoassay's applications for POC usage. Herein, we proposed a novel acoustic streaming tweezers-enabled microfluidic immunoassay, where the probe particles' purification, reaction, and sensing were simply achieved on the same chip at continuous-flow conditions. The dedicatedly designed high-speed microscale vortexes not only enable dynamic trapping and washing of the probe particles on-demand but also enhance the capture efficiency of the heterogeneous particle-based immunoassay through active mixing during trapping. The enriched probe particles and enhanced biomarker capture capability increase the local chemiluminescent light intensity and enable direct capture of the immunobinding signal by a regular smartphone camera. The system was tested for prostate-specific antigen (PSA) sensing both in buffer and serum, where a limit of detection of 0.2 ng/mL and a large dynamic response range from 0.3 to 10 ng/mL using only 10 μL of sample were achieved in a total assay time of less than 15 min. With the advantages of on-chip integration of sample preparation and detection and high sensing performance, the developed POC platform could be applied for many on-site diagnosis applications.
Collapse
Affiliation(s)
- Xian Chen
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Yuan Ning
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Shuting Pan
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Bohua Liu
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Ye Chang
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Wei Pang
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| | - Xuexin Duan
- State Key Laboratory of Precision Measuring Technology & Instruments and College of Precision Instrument and Opto-electronics Engineering, Tianjin University, Tianjin 300072, China
| |
Collapse
|
6
|
Monisha K, Bankapur A, Chidangil S, George SD. Laser-induced assembly of biological cells and colloids onto a candle soot coated substrate. Colloids Surf A Physicochem Eng Asp 2021. [DOI: 10.1016/j.colsurfa.2021.126357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
7
|
Shen Y, Yalikun Y, Aishan Y, Tanaka N, Sato A, Tanaka Y. Area cooling enables thermal positioning and manipulation of single cells. LAB ON A CHIP 2020; 20:3733-3743. [PMID: 33000103 DOI: 10.1039/d0lc00523a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Contactless particle manipulation based on a thermal field has shown great potential for biological, medical, and materials science applications. However, thermal diffusion from a high-temperature area causes thermal damage to bio-samples. Besides, the permanent bonding of a sample chamber onto microheater substrates requires that the thermal field devices be non-disposable. These limitations impede use of the thermal manipulation approach. Here, a novel manipulation platform is proposed that combines microheaters and an area cooling system to produce enough force to steer sedimentary particles or cells and to limit the thermal diffusion. It uses the one-time fabricated motherboard and an exchangeable sample chamber that provides disposable use. Sedimentary objects can be steered to the bottom center of the thermal field by combined thermal convection and thermophoresis. Single particle or cell manipulation is realized by applying multiple microheaters in the platform. Results of a cell viability test confirmed the method's compatibility in biology fields. With its advantages of biocompatibility for live cells, operability for different sizes of particles and flexibility of platform fabrication, this novel manipulation platform has a high potential to become a powerful tool for biology research.
Collapse
Affiliation(s)
- Yigang Shen
- Graduate School of Frontier Biosciences, Osaka University, Osaka 565-0871, Japan
| | | | | | | | | | | |
Collapse
|
8
|
Zhang K, Ren Y, Tao Y, Deng X, Liu W, Jiang T, Jiang H. Efficient particle and droplet manipulation utilizing the combined thermal buoyancy convection and temperature-enhanced rotating induced-charge electroosmotic flow. Anal Chim Acta 2020; 1096:108-119. [DOI: 10.1016/j.aca.2019.10.044] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Revised: 09/09/2019] [Accepted: 10/21/2019] [Indexed: 01/04/2023]
|
9
|
Wang JY, Kwon JS, Hsu SM, Chuang HS. Sensitive tear screening of diabetic retinopathy with dual biomarkers enabled using a rapid electrokinetic patterning platform. LAB ON A CHIP 2020; 20:356-362. [PMID: 31848562 DOI: 10.1039/c9lc00975b] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Bead-based immunosensors have intrigued the scientific community over the past decades due to their rapid and multiplexed capabilities in the detection of various biological targets. Nevertheless, their use in the detection of low-abundance analytes remains a continuing challenge because of their limited number of active enrichment approaches. To this end, our research presents a delicate microbead enrichment technique using an optoelectrokinetic platform, followed by the detection of dual biomarkers for the sensitive screening of an eye disease termed diabetic retinopathy (DR). In this study, microbeads turned fluorescent as their surfaces formed sandwiched immunocomplexes in the presence of target antigens. The tiny fluorescent dots were then concentrated using the optoelectrokinetic platform for the enhancement of their signals. The signal rapidly escalated in 10 s, and the optimal limit of detection was nearly 100 pg mL-1. For practical DR screening, two biomarkers, lipocalin 1 (LCN1) and vascular endothelial growth factor (VEGF), were used. Approximately 20 μL of analytes were collected from the tear samples of the tested patients. The concentrations of both biomarkers showed escalating trends with the severity of DR. Two concentration thresholds of LCN1 and VEGF that indicate proliferative DR were determined out of 24 clinical samples based on the receiver operating characteristic curves. For verification, a single-blind test was conducted with additional clinical tear samples from five random subjects. The final outcome of this evaluation showed an accuracy of >80%. This non-invasive screening provides a potential means for the early diagnosis of DR and may increase the screening rate among the high-risk diabetic population in the future.
Collapse
Affiliation(s)
- Jen-Yi Wang
- Department of Biomedical Engineering, National Cheng Kung University, Taiwan
| | - Jae-Sung Kwon
- Division of Thermal and Fluids Science, Institute for Computational Science, Ton Duc Thang University, Ho Chi Minh City, Vietnam. and Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam and Department of Mechanical Engineering, Incheon National University, Incheon, Republic of Korea.
| | - Sheng-Min Hsu
- Department of Ophthalmology, National Cheng Kung University Hospital, Taiwan
| | - Han-Sheng Chuang
- Department of Biomedical Engineering, National Cheng Kung University, Taiwan and Center for Micro/Nano Science and Technology, National Cheng Kung University, Taiwan.
| |
Collapse
|
10
|
Kunti G, Agarwal T, Bhattacharya A, Maiti TK, Chakraborty S. On-Chip Concentration and Patterning of Biological Cells Using Interplay of Electrical and Thermal Fields. Anal Chem 2019; 92:838-844. [PMID: 31769657 DOI: 10.1021/acs.analchem.9b03364] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Golak Kunti
- Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal - 721302, India
| | - Tarun Agarwal
- Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal - 721302, India
| | - Anandaroop Bhattacharya
- Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal - 721302, India
| | - Tapas Kumar Maiti
- Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal - 721302, India
| | - Suman Chakraborty
- Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal - 721302, India
| |
Collapse
|
11
|
Worms on a Chip. Bioanalysis 2019. [DOI: 10.1007/978-981-13-6229-3_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
|
12
|
Kunti G, Dhar J, Bhattacharya A, Chakraborty S. Joule heating-induced particle manipulation on a microfluidic chip. BIOMICROFLUIDICS 2019; 13:014113. [PMID: 30867883 PMCID: PMC6404938 DOI: 10.1063/1.5082978] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Accepted: 02/13/2019] [Indexed: 05/07/2023]
Abstract
We develop an electrokinetic technique that continuously manipulates colloidal particles to concentrate into patterned particulate groups in an energy efficient way, by exclusive harnessing of the intrinsic Joule heating effects. Our technique exploits the alternating current electrothermal flow phenomenon which is generated due to the interaction between non-uniform electric and thermal fields. Highly non-uniform electric field generates sharp temperature gradients by generating spatially-varying Joule heat that varies along the radial direction from a concentrated point hotspot. Sharp temperature gradients induce a local variation in electric properties which, in turn, generate a strong electrothermal vortex. The imposed fluid flow brings the colloidal particles at the centre of the hotspot and enables particle aggregation. Furthermore, maneuvering structures of the Joule heating spots, different patterns of particle clustering may be formed in a low power budget, thus opening up a new realm of on-chip particle manipulation process without necessitating a highly focused laser beam which is much complicated and demands higher power budget. This technique can find its use in Lab-on-a-chip devices to manipulate particle groups, including biological cells.
Collapse
Affiliation(s)
- Golak Kunti
- Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India
| | - Jayabrata Dhar
- CNRS, Universite de Rennes 1, Geosciences Rennes UMR6118, Rennes, France
| | - Anandaroop Bhattacharya
- Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India
| | - Suman Chakraborty
- Department of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India
| |
Collapse
|
13
|
Kim D, Ma Y, Kim KC. Three-dimensional particle behavior using defocusing method in micro-toroidal vortex generated by optoelectrokinetic flow. J Vis (Tokyo) 2018. [DOI: 10.1007/s12650-018-0480-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
14
|
|
15
|
|
16
|
Thrift WJ, Nguyen CQ, Darvishzadeh-Varcheie M, Zare S, Sharac N, Sanderson RN, Dupper TJ, Hochbaum AI, Capolino F, Abdolhosseini Qomi MJ, Ragan R. Driving Chemical Reactions in Plasmonic Nanogaps with Electrohydrodynamic Flow. ACS NANO 2017; 11:11317-11329. [PMID: 29053246 DOI: 10.1021/acsnano.7b05815] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Nanoparticles from colloidal solution-with controlled composition, size, and shape-serve as excellent building blocks for plasmonic devices and metasurfaces. However, understanding hierarchical driving forces affecting the geometry of oligomers and interparticle gap spacings is still needed to fabricate high-density architectures over large areas. Here, electrohydrodynamic (EHD) flow is used as a long-range driving force to enable carbodiimide cross-linking between nanospheres and produces oligomers exhibiting sub-nanometer gap spacing over mm2 areas. Anhydride linkers between nanospheres are observed via surface-enhanced Raman scattering (SERS) spectroscopy. The anhydride linkers are cleavable via nucleophilic substitution and enable placement of nucleophilic molecules in electromagnetic hotspots. Atomistic simulations elucidate that the transient attractive force provided by EHD flow is needed to provide a sufficient residence time for anhydride cross-linking to overcome slow reaction kinetics. This synergistic analysis shows assembly involves an interplay between long-range driving forces increasing nanoparticle-nanoparticle interactions and probability that ligands are in proximity to overcome activation energy barriers associated with short-range chemical reactions. Absorption spectroscopy and electromagnetic full-wave simulations show that variations in nanogap spacing have a greater influence on optical response than variations in close-packed oligomer geometry. The EHD flow-anhydride cross-linking assembly method enables close-packed oligomers with uniform gap spacings that produce uniform SERS enhancement factors. These results demonstrate the efficacy of colloidal driving forces to selectively enable chemical reactions leading to future assembly platforms for large-area nanodevices.
Collapse
Affiliation(s)
- William J Thrift
- Department of Chemical Engineering and Materials Science, University of California, Irvine , Irvine, California 92697-2575, United States
| | - Cuong Q Nguyen
- Department of Chemical Engineering and Materials Science, University of California, Irvine , Irvine, California 92697-2575, United States
| | - Mahsa Darvishzadeh-Varcheie
- Department of Electrical Engineering and Computer Science, University of California, Irvine , Irvine, California 92697-2625, United States
| | - Siavash Zare
- Department of Civil and Environmental Engineering, University of California, Irvine , Irvine, California 92697-2175, United States
| | - Nicholas Sharac
- Department of Chemistry, University of California, Irvine , Irvine, California 92697-2025, United States
| | - Robert N Sanderson
- Department of Physics and Astronomy, University of California, Irvine , Irvine, California 92697-4575, United States
| | - Torin J Dupper
- Department of Chemistry, University of California, Irvine , Irvine, California 92697-2025, United States
| | - Allon I Hochbaum
- Department of Chemical Engineering and Materials Science, University of California, Irvine , Irvine, California 92697-2575, United States
- Department of Chemistry, University of California, Irvine , Irvine, California 92697-2025, United States
| | - Filippo Capolino
- Department of Electrical Engineering and Computer Science, University of California, Irvine , Irvine, California 92697-2625, United States
| | | | - Regina Ragan
- Department of Chemical Engineering and Materials Science, University of California, Irvine , Irvine, California 92697-2575, United States
| |
Collapse
|
17
|
Chen YL, Jiang HR. Particle concentrating and sorting under a rotating electric field by direct optical-liquid heating in a microfluidics chip. BIOMICROFLUIDICS 2017; 11:034102. [PMID: 28503246 PMCID: PMC5415404 DOI: 10.1063/1.4982946] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 04/21/2017] [Indexed: 05/12/2023]
Abstract
We demonstrate a functional rotating electrothermal technique for rapidly concentrating and sorting a large number of particles on a microchip by the combination of particle dielectrophoresis (DEP) and inward rotating electrothermal (RET) flows. Different kinds of particles can be attracted (positive DEP) to or repelled (negative DEP) from electrode edges, and then the n-DEP responsive particles are further concentrated in the heated region by RET flows. The RET flows arise from the spatial inhomogeneous electric properties of fluid caused by direct infrared laser (1470 nm) heating of solution in a rotating electric field. The direction of the RET flows is radially inward to the heated region with a co-field (the same as the rotating electric field) rotation. Moreover, the velocity of the RET flows is proportional to the laser power and the square of the electric field strength. The RET flows are significant over a frequency range from 200 kHz to 5 MHz. The RET flows are generated by the simultaneous application of the infrared laser and the rotating electric field. Therefore, the location of particle concentrating can be controlled within the rotating electric field depending on the position of the laser spot. This multi-field technique can be operated in salt solutions and at higher frequency without external flow pressure, and thus it can avoid electrokinetic phenomena at low frequency to improve the manipulation accuracy for lab-on-chip applications.
Collapse
Affiliation(s)
- Yu-Liang Chen
- Institute of Applied Mechanics, National Taiwan University. No. 1, Sec. 4, Roosevelt Rd., Da'an Dist., Taipei City 106, Taiwan
| | - Hong-Ren Jiang
- Institute of Applied Mechanics, National Taiwan University. No. 1, Sec. 4, Roosevelt Rd., Da'an Dist., Taipei City 106, Taiwan
| |
Collapse
|
18
|
Detection of low-abundance biomarker lipocalin 1 for diabetic retinopathy using optoelectrokinetic bead-based immunosensing. Biosens Bioelectron 2017; 89:701-709. [DOI: 10.1016/j.bios.2016.11.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 10/27/2016] [Accepted: 11/07/2016] [Indexed: 12/26/2022]
|
19
|
Koh Y, Yang JK, Oh MH, Kang H, Lee YS, Kim YK. Nanoslit-concentration-chip integrated microbead-based protein assay system for sensitive and quantitative detection. RSC Adv 2017. [DOI: 10.1039/c7ra02460f] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
A nanoslit-integrated microfluidic chip is developed as a microbead-based assay platform for the sensitive and quantitative detection of protein.
Collapse
Affiliation(s)
- Yul Koh
- Department of Electrical and Computer Engineering
- Seoul National University
- Seoul 151-742
- Republic of Korea
| | - Jin-Kyoung Yang
- School of Chemical and Biological Engineering
- Seoul National University
- Seoul 151-742
- Republic of Korea
| | - Min-Hye Oh
- Department of Electrical and Computer Engineering
- Seoul National University
- Seoul 151-742
- Republic of Korea
| | - Homan Kang
- Nano Systems Institute and Interdisciplinary Program in Nano-Science and Technology
- Seoul National University
- Seoul 151-742
- Republic of Korea
| | - Yoon-Sik Lee
- School of Chemical and Biological Engineering
- Seoul National University
- Seoul 151-742
- Republic of Korea
- Nano Systems Institute and Interdisciplinary Program in Nano-Science and Technology
| | - Yong-Kweon Kim
- Department of Electrical and Computer Engineering
- Seoul National University
- Seoul 151-742
- Republic of Korea
| |
Collapse
|
20
|
Mishra A, Maltais TR, Walter TM, Wei A, Williams SJ, Wereley ST. Trapping and viability of swimming bacteria in an optoelectric trap. LAB ON A CHIP 2016; 16:1039-1046. [PMID: 26891971 PMCID: PMC5562368 DOI: 10.1039/c5lc01559f] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Non-contact manipulation methods capable of trapping and transporting swimming bacteria can significantly aid in chemotaxis studies. However, high swimming speed makes the trapping of these organisms an inherently challenging task. We demonstrate that an optoelectric technique, rapid electrokinetic patterning (REP), can effectively trap and manipulate Enterobacter aerogenes bacteria swimming at velocities greater than 20 μm s(-1). REP uses electro-orientation, laser-induced AC electrothermal flow, and particle-electrode interactions for capturing these cells. In contrast to trapping non-swimming bacteria and inert microspheres, we observe that electro-orientation is critical to the trapping of the swimming cells, since unaligned bacteria can swim faster than the radially inward electrothermal flow and escape the trap. By assessing the cell membrane integrity, we study the effect of REP trapping conditions, including optical radiation, laser-induced heating, and the electric field on cell viability. When applied individually, the optical radiation and laser-induced heating have negligible effect on cells. At the standard REP trapping conditions fewer than 2% of cells have a compromised membrane after four minutes. To our knowledge this is the first study detailing the effect of REP trapping on cell viability. The presented results provide a clear guideline on selecting suitable REP parameters for trapping living bacteria.
Collapse
Affiliation(s)
- A Mishra
- Department of Mechanical Engineering and Birck Nanotechnology Center, Purdue University, West Lafayette, 47907, USA.
| | | | | | | | | | | |
Collapse
|
21
|
Chen YH, Wu HF, Amstislavskaya TG, Li CY, Jen CP. A simple electrokinetic protein preconcentrator utilizing nano-interstices. BIOMICROFLUIDICS 2016; 10:024121. [PMID: 27158289 PMCID: PMC4833729 DOI: 10.1063/1.4946768] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2016] [Accepted: 04/01/2016] [Indexed: 06/05/2023]
Abstract
This work proposes a simple method for creating nanofluidic channels for protein preconcentration through self-assembled gold nanoparticles (AuNPs) using the exclusion-enrichment effect. A depletion force is elicited in nano-interstices among self-assembled AuNPs due to the overlap of electrical double layers (EDLs); therefore, proteins quickly accumulate. The experimental results show that the generation of depletion forces is correlated with the size of the AuNPs. The self-assembled monolayer of AuNPs (13 nm in diameter) can successfully preconcentrate proteins through effective EDL overlapping. This approach provides a new process to produce nanochannels that does not require high-voltage or time-consuming fabrication.
Collapse
Affiliation(s)
| | - Hsuan Franziska Wu
- Department of Medicine, College of Medicine, National Cheng Kung University , Tainan, Taiwan
| | - Tamara G Amstislavskaya
- Laboratory of Experimental Models of Emotional Pathology, Scientific Research Institute of Physiology and Basic Medicine , Novosibirsk, Russia
| | - Chang-Yu Li
- Department of Mechanical Engineering, National Chung Cheng University , Chia Yi, Taiwan
| | - Chun-Ping Jen
- Department of Mechanical Engineering, National Chung Cheng University , Chia Yi, Taiwan
| |
Collapse
|
22
|
Chung CY, Wang JC, Chuang HS. Rapid Bead-Based Antimicrobial Susceptibility Testing by Optical Diffusometry. PLoS One 2016; 11:e0148864. [PMID: 26863001 PMCID: PMC4749332 DOI: 10.1371/journal.pone.0148864] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 01/25/2016] [Indexed: 01/25/2023] Open
Abstract
This study combined optical diffusometry and bead-based immunoassays to develop a novel technique for quantifying the growth of specific microorganisms and achieving rapid AST. Diffusivity rises when live bacteria attach to particles, resulting in additional energy from motile microorganisms. However, when UV-sterilized (dead) bacteria attach to particles, diffusivity declines. The experimental data are consistent with the theoretical model predicted according to the equivalent volume diameter. Using this diffusometric platform, the susceptibility of Pseudomonas aeruginosa to the antibiotic gentamicin was tested. The result suggests that the proliferation of bacteria is effectively controlled by gentamicin. This study demonstrated a sensitive (one bacterium on single particles) and time-saving (within 2 h) platform with a small sample volume (~0.5 μL) and a low initial bacteria count (50 CFU per droplet ~ 105 CFU/mL) for quantifying the growth of microorganisms depending on Brownian motion. The technique can be applied further to other bacterial strains and increase the success of treatments against infectious diseases in the near future.
Collapse
Affiliation(s)
- Chih-Yao Chung
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Jhih-Cheng Wang
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
- Division of Urology, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Han-Sheng Chuang
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
- Medical Device Innovation Center, National Cheng Kung University, Tainan, Taiwan
- * E-mail:
| |
Collapse
|
23
|
Huang CY, Tsai PY, Lee IC, Hsu HY, Huang HY, Fan SK, Yao DJ, Liu CH, Hsu W. A highly efficient bead extraction technique with low bead number for digital microfluidic immunoassay. BIOMICROFLUIDICS 2016; 10:011901. [PMID: 26858807 PMCID: PMC4714987 DOI: 10.1063/1.4939942] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 12/07/2015] [Indexed: 05/04/2023]
Abstract
Here, we describe a technique to manipulate a low number of beads to achieve high washing efficiency with zero bead loss in the washing process of a digital microfluidic (DMF) immunoassay. Previously, two magnetic bead extraction methods were reported in the DMF platform: (1) single-side electrowetting method and (2) double-side electrowetting method. The first approach could provide high washing efficiency, but it required a large number of beads. The second approach could reduce the required number of beads, but it was inefficient where multiple washes were required. More importantly, bead loss during the washing process was unavoidable in both methods. Here, an improved double-side electrowetting method is proposed for bead extraction by utilizing a series of unequal electrodes. It is shown that, with proper electrode size ratio, only one wash step is required to achieve 98% washing rate without any bead loss at bead number less than 100 in a droplet. It allows using only about 25 magnetic beads in DMF immunoassay to increase the number of captured analytes on each bead effectively. In our human soluble tumor necrosis factor receptor I (sTNF-RI) model immunoassay, the experimental results show that, comparing to our previous results without using the proposed bead extraction technique, the immunoassay with low bead number significantly enhances the fluorescence signal to provide a better limit of detection (3.14 pg/ml) with smaller reagent volumes (200 nl) and shorter analysis time (<1 h). This improved bead extraction technique not only can be used in the DMF immunoassay but also has great potential to be used in any other bead-based DMF systems for different applications.
Collapse
Affiliation(s)
- Cheng-Yeh Huang
- Department of Mechanical Engineering, National Chiao Tung University , Hsinchu, Taiwan
| | - Po-Yen Tsai
- Department of Mechanical Engineering, National Chiao Tung University , Hsinchu, Taiwan
| | - I-Chin Lee
- Department of Applied Chemistry, National Chiao Tung University , Hsinchu, Taiwan
| | - Hsin-Yun Hsu
- Department of Applied Chemistry, National Chiao Tung University , Hsinchu, Taiwan
| | | | - Shih-Kang Fan
- Department of Mechanical Engineering, National Taiwan University , Taipei, Taiwan
| | | | - Cheng-Hsien Liu
- Department of Power Mechanical Engineering, National Tsing Hua University , Hsinchu, Taiwan
| | - Wensyang Hsu
- Department of Mechanical Engineering, National Chiao Tung University , Hsinchu, Taiwan
| |
Collapse
|
24
|
Wang JC, Ku HY, Shieh DB, Chuang HS. A bead-based fluorescence immunosensing technique enabled by the integration of Förster resonance energy transfer and optoelectrokinetic concentration. BIOMICROFLUIDICS 2016; 10:014113. [PMID: 26865906 PMCID: PMC4733077 DOI: 10.1063/1.4940938] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 01/17/2016] [Indexed: 05/04/2023]
Abstract
Bead-based immunosensing has been growing as a promising technology in the point-of-care diagnostics due to great flexibility. For dilute samples, functionalized particles can be used to collect dispersed analytes and act as carriers for particle manipulation. To realize rapid and visual immunosensing, Förster resonance energy transfer (FRET) was used herein to ensure only the diabetic biomarker, lipocalin 1, to be detected. The measurement was made in an aqueous droplet sandwiched between two parallel plate electrodes. With an electric field and a focused laser beam applying on the microchip simultaneously, the immunocomplexes in the droplet were further concentrated to enhance the FRET fluorescent signal. The optoelectrokinetic technique, termed rapid electrokinetic patterning (REP), has been proven to be excellent in dynamic and programmable particle manipulation. Therefore, the detection can be complete within several tens of seconds. The lower detection limit of the REP-enabled bead-based diagnosis reached nearly 5 nM. The combinative use of FRET and the optoelectrokinetic technique for the bead-based immunosensing enables a rapid measure to diagnose early stage diseases and dilute analytes.
Collapse
Affiliation(s)
| | - Hu-Yao Ku
- Department of Biomedical Engineering, National Cheng Kung University , Tainan, Taiwan
| | - Dar-Bin Shieh
- Medical Device Innovation Center, National Cheng Kung University , Tainan, Taiwan
| | | |
Collapse
|
25
|
Mishra A, Khor JW, Clayton KN, Williams SJ, Pan X, Kinzer-Ursem T, Wereley S. Optoelectric patterning: Effect of electrode material and thickness on laser-induced AC electrothermal flow. Electrophoresis 2015; 37:658-65. [PMID: 26613811 DOI: 10.1002/elps.201500473] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 11/17/2015] [Accepted: 11/18/2015] [Indexed: 11/05/2022]
Abstract
Rapid electrokinetic patterning (REP) is an emerging optoelectric technique that takes advantage of laser-induced AC electrothermal flow and particle-electrode interactions to trap and translate particles. The electrothermal flow in REP is driven by the temperature rise induced by the laser absorption in the thin electrode layer. In previous REP applications 350-700 nm indium tin oxide (ITO) layers have been used as electrodes. In this study, we show that ITO is an inefficient electrode choice as more than 92% of the irradiated laser on the ITO electrodes is transmitted without absorption. Using theoretical, computational, and experimental approaches, we demonstrate that for a given laser power the temperature rise is controlled by both the electrode material and its thickness. A 25-nm thick Ti electrode creates an electrothermal flow of the same speed as a 700-nm thick ITO electrode while requiring only 14% of the laser power used by ITO. These results represent an important step in the design of low-cost portable REP systems by lowering the material cost and power consumption of the system.
Collapse
Affiliation(s)
- Avanish Mishra
- Birck Nanotechnology Center, School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Jian-Wei Khor
- Birck Nanotechnology Center, School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Katherine N Clayton
- Birck Nanotechnology Center, School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Stuart J Williams
- Department of Mechanical Engineering, University of Louisville, Louisville, KY, USA
| | - Xudong Pan
- School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, Heilongjiang, P. R. China
| | - Tamara Kinzer-Ursem
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Steve Wereley
- Birck Nanotechnology Center, School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| |
Collapse
|
26
|
Kim D, Shim J, Chuang HS, Kim KC. Numerical simulation on the opto-electro-kinetic patterning for rapid concentration of particles in a microchannel. BIOMICROFLUIDICS 2015; 9:034102. [PMID: 26015839 PMCID: PMC4433480 DOI: 10.1063/1.4921232] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Accepted: 05/06/2015] [Indexed: 05/04/2023]
Abstract
This paper presents a mathematical model for laser-induced rapid electro-kinetic patterning (REP) to elucidate the mechanism for concentrating particles in a microchannel non-destructively and non-invasively. COMSOL(®)(v4.2a) multiphysics software was used to examine the effect of a variety of parameters on the focusing performance of the REP. A mathematical model of the REP was developed based on the AC electrothermal flow (ACET) equations, the dielectrophoresis (DEP) equation, the energy balance equation, the Navier-Stokes equation, and the concentration-distribution equation. The medium was assumed to be a diluted solute, and different electric potentials and laser illumination were applied to the desired place. Gold (Au) electrodes were used at the top and bottom of a microchannel. For model validation, the simulation results were compared with the experimental data. The results revealed the formation of a toroidal microvortex via the ACET effect, which was generated due to laser illumination and joule-heating in the area of interest. In addition, under some conditions, such as the frequency of AC, the DEP velocity, and the particle size, the ACET force enhances and compresses resulting in the concentration of particles. The conditions of the DEP velocity and the ACET velocity are presented in detail with a comparison of the experimental results.
Collapse
Affiliation(s)
- Dong Kim
- School of Mechanical Engineering, Pusan National University , Busan 609-735, South Korea
| | - Jaesool Shim
- School of Mechanical Engineering, Yeungnam University , Gyeongsan 712-749, South Korea
| | - Han-Sheng Chuang
- Department of Biomedical Engineering, National Cheng Kung University , Tainan, Taiwan
| | - Kyung Chun Kim
- School of Mechanical Engineering, Pusan National University , Busan 609-735, South Korea
| |
Collapse
|