Abstract
Dielectric particles in a non-uniform electric field are subject to a force caused by a phenomenon called dielectrophoresis (DEP). DEP is a commonly used technique in microfluidics for particle or cell separation. In comparison with other separation methods, DEP has the unique advantage of being label-free, fast, and accurate. It has been widely applied in microfluidics for bio-molecular diagnostics and medical and polymer research. This review introduces the basic theory of DEP, its advantages compared with other separation methods, and its applications in recent years, in particular, focusing on the different electrode types integrated into microfluidic chips, fabrication techniques, and operation principles.
Keywords: dielectrophoresis, microfluidics, two-dimensional electrodes, parallel electrodes, interdigitated electrode, castellated electrodes, three-dimensional electrodes
1. Introduction
The establishment of lab-on-a-chip (LOC) technology made it possible to gradually integrate large and costly bench-top laboratory instruments into palm-sized devices containing chips in a scale of a few centimeters or less, without sacrificing their performance [1]. LOC-based devices have been used in molecular biology [2], clinical diagnostics [3], and point-of-care systems [4].
The fabrication of microfluidic chips requires a demanding technological process to integrate a variety of structures and components to perform different processes, such as sample pretreatment [5], sample delivery [6], particle manipulation [7], on-chip reaction [8], and result detection and analysis [9]. Particle separation [10], a subcategory of particle manipulation, is a crucial process affecting detection precision. Many techniques have so far been used for this, such as filtration [11,12], centrifugation [13], the use of magnetic [12,14] and acoustic force [15,16], chromatography [17,18], electrophoresis [19,20], and dielectrophoresis (DEP) [21,22]. Compared to other methods, DEP is becoming one of the most promising separation techniques for micro- and nano-scale systems because of its low running cost, ease of integration into microfluidics, speed, efficiency, sensitivity, and selectivity. Finally, it is also a label-free method [23], making sample processing very simple.
Here, we present the theory of DEP, a comparison between DEP and other separation methods, and an explanation of its applications in microfluidic chips. We review the advantages and disadvantages of major systems, their impact, and potential, in particular, focusing on different electrode types integrated into microfluidic chips with structures, fabrication techniques, and operation principles. The brief review will be of interest to researchers in DEP microfluidics.
2. Microfluidic Separation Techniques
Particle separation is a technique that extracts or obtains target particles from a solution or suspension or isolates them from each other based on differences in the particles’ physical and or chemical properties or differences between the properties of the particles and the carrier fluid. It can also be considered as a concentration or purification process for target chemicals or particles.
Filtration [24,25,26] is a commonly used and effective separation method based on particle size differences. A porous medium with a specific pore size forms a filter, allowing particles smaller than the pore size, as well as the carrier fluid, to pass through the filter, where oversized particles are collected. However, it is challenging to apply filtration to microfluidic chips once the porous medium becomes blocked during the filtration process, thus gradually decreasing the throughput unless a more complex ultrafiltration system is used [27]. These disadvantages or complexities hinder the wide employment of this technique for LOC systems.
The centrifugation method [28,29,30,31,32] is used to separate particles based on specific mass while being subjected to centrifugal force. However, it requires the application of an additional tool to generate the force.
Magnetic force separation [33,34,35,36] mainly depends on the magnetic susceptibility of the particles. It is possible to bind magnetic beads with the particles of interest, but this increases the system’s complexity.
Acoustic tweezers [37,38,39,40] are a separation method based on sound waves. Particles can be induced to move toward acoustic pressure nodes or pressure antinodes in a standing acoustic field by an acoustic-radiation force. The movements are dependent on the particles’ density, and precise movement can be obtained by controlling the position of these nodes. However, the precision and throughput limit the application of acoustic tweezers for LOC systems.
Chromatography [41,42,43,44] is a powerful separation technique widely applied in microfluidic platforms, where the mobile phase carries the target particles and passes through a stationary phase. Different particles in the mixture travel at different speeds, resulting in their separation. However, the chromatography in microfluidic chips require complex structures, including valves, pumps, and stationary phases, subsequently increasing its fabrication complexity. The requirement of sample labeling and especially sample loss due to unspecific adhesion to the large surface area of the stationary phase prevents its wide application.
Electrophoresis [45,46,47] is a technique to separate charged particles in the suspension based on a uniform electric field and is widely applied in the study of deoxyribonucleic acids (DNA), ribonucleic acids, and proteins. However, it is only available for charged particles, limiting its potential application.
In comparison with other separation methods, DEP [48,49,50] has the unique advantage of being label-free, fast, and accurate, which is why it has been widely applied in microfluidics for bio-molecular diagnostics, and medical and polymer research.
3. Dielectrophoresis
DEP is a method used to separate suspended particles from the suspension or carrier fluid by generating polarization forces in a non-uniform electric field (NUEF) [51]. Converse to electrophoresis, the particles in DEP do not carry electrical charges, but they must be polarizable. These particles that are exposed to an electric field and become polarized forming electric dipoles; the resulting force on these dipoles is called DEP force (FDEP). FDEP is 0 N (Figure 1A) when the particle is in a uniform electric field, while in NUEF, the force is either positive (pDEP) or negative (nDEP) making the particle move in a certain direction depending on its polarization (Figure 1B) [51].
The amplitude of FDEP of a spherical particle in the suspension follows Equations (1) and (2) [52].
(1) |
where εm is the medium relative permittivity, ε0 is the vacuum permittivity, rext is a radius of the spherical particle, ERMS is the root-mean-square value of the applied electric field, and CM(f) is the Clausius–Mossotti factor.
(2) |
where and are defined as:
(3) |
where εp is the relative permittivity of a particle, σp is the electric conductivity of a particle, σm is the electric conductivity of the medium, and f is the frequency of the electric field.
The NUEF is powered by the direct current (DC) or alternating current (AC) and is generated by geometry of insulating posts in combination with channel tapering, etc., in the microfluidic channel [10] also known as AC/DC-iDEP [53]. The microfluidic chips based on DC-iDEP have a simple structure with no gas bubble generation during particle separation. However, the power loss in the DC electrical field results in Joule heat generation, excessively increasing the temperature inside the device. Compared to this, the AC-DEP is more widely used because the Joule heat generation is greatly suppressed. The device selectivity then depends on the AC frequency as well as the field strength; thus, the parameters of both should be optimized.
4. Dielectrophoresis (DEP)-on-a-Chip
A variety of DEP microfluidic devices have been developed for use in bioparticle separation. The gradient of the electric field is an important factor that affects the DEP performance. The electrodes’ geometry mainly produces the NUEF in the microfluidic chip, so the shape and distribution of the electrodes are vital to the NUEF amplitude. Here we discuss different electrodes applied in microfluidics approaches, such as DEP performed by external electrodes and 2D and 3D electrodes.
4.1. External Electrodes
Researchers have developed an iDEP microfluidic chip made of polydimethylsiloxane (PDMS) covered with a glass lid. The device’s performance was evaluated in a hydrodynamic study of blood alteration [54]. The chip structure consisted of an inlet and an outlet port, and a ≈ 1 cm long, ≈ 50 μm deep main channel with 38 dead-end branches distributed evenly on both sides of the main channel (Figure 2A). The width and depth of the branches were ≈ 200 μm and ≈ 50 μm, respectively. An electric field was introduced into the device by inserting two Pt electrodes, one into the inlet and one into the outlet. A sample of blood with a volume of ≈ 2 μL was injected into the main channel and pumped through it using internal capillary forces. The branches hydro-dynamically trapped the red blood cells (RBCs). Then, the DC power supply was activated to establish the DC-DEP force, preventing more RBCs from being trapped inside the dead-end channels near the inlet port. Additionally, the electro-osmotic flow generated by the DC electric field removed RBCs from the cross junctions formed at the channels and branches. As a result, the plasma was separated from the blood, forming a plasma area without RBCs. This method obtained a plasma purity of 99%. The iDEP device performed the plasma separation without diluting the blood samples. This device was used with lower voltage in comparison to other iDEP devices [55].
A simple PDMS microfluidic chip was fabricated using soft lithography to perform the wall-induced DEP [56] (Figure 2B). This device was used to separate oil droplets from Janus particles, having two or more distinct physical properties on the surface covered with oil phase. The suspension containing the particles of interest was moving from the sample inlet to the main channel, and the buffer from the sheath fluid inlet pushed the particles to move along the wall of the main channel. The length and width of the sample inlet and sheath fluid inlet were ≈ 5 mm and ≈ 150 μm, ≈ 1 mm, and ≈ 250 μm, respectively. The sample inlet was next to a confinement chamber of ≈ 6 mm × 6 mm. The length of both outlets was ≈ 9 mm, and their widths were ≈ 120 μm and ≈ 180 μm, respectively. The depth of the confinement chamber was ≈ 80 μm, allowing only droplets of a diameter of < 80 μm to pass through the channel. The main channel, with a length and depth of ≈ 1 mm and ≈ 250 μm, respectively, connected the inlets and outlets. The channel tapering generated the NUEF after four Pt electrodes were inserted into the inlets and outlets. The deionized water first wetted the channel, and then the Janus droplets covered by oil droplets were injected into the confinement chamber and pushed close to the main channel by the fluid from the sheath fluid inlet. The DC power supply was then applied to the channel, and the Janus and oil droplets were gradually separated from each other with the help of the FDEP and moved into the different outlets. The separation process was dependent on the amplitude of the applied voltage and droplet size. The fabrication process was rather simple because the electrodes were inserted into the chip and not monolithically integrated into the device.
4.2. Two-Dimensional Electrodes
Thin-film 2D electrodes based on a simple fabrication process with different shapes were developed to meet the requirements of integration and to increase DEP separation efficiency within the microfluidic chips. Here, we introduce the most commonly used electrode configurations, parallel [52,57,58,59,60] and castellated electrodes [61,62,63,64], and briefly present other such configurations, such as quadrupole electrodes [65,66].
4.2.1. Parallel and Interdigitated Electrodes
The electrodes from both parallel and interdigitated electrode arrays are typically rectangular. The electrodes have identical widths and gaps resulting in a constant electric field between them. Thus, the system based on them has a high separation efficiency of particles of interest.
A microfluidic device was proposed to separate green fluorescent protein labeled MDA-MB-231, and other types of cancer cells from healthy ones [52]. The microfluidic chip consisted of two parts (Figure 3A). First, the electrode part was made using a glass wafer as a substrate, which was sputtered and coated with a sandwich layer of Cr/Au. This sandwich metal layer was then patterned using a wet etching process to form a planar interdigitated electrode array. This consisted of 20 pairs of electrodes with widths and gaps of ≈ 39 μm and ≈ 36 μm, respectively, protruding into the channel by ≈ 2 µm to ≈ 3 µm, providing powerful NUEF. Next, the microfluidic structure was formed using PDMS and a soft lithography technique. The width of the channel was ≈ 50 μm and it was enlarged to ≈ 250 μm. Finally, these two parts, the electrodes and microfluidic structure, were bonded together, assisted by an oxygen plasma. The sample was pumped into the channel, and the NUEF was formed by the AC power supply with a set amplitude of 15 V peak to peak (VPP) at a set frequency of 40 kHz, obtaining a separation accuracy and purity of ≈ 100% and ≈ 81%, respectively.
A microfluidic chip was fabricated to combine particles and DEP to perform continuous separation of yeast cells from silica particles [60] by ICEO, using a microscope glass slide as the device substrate. The glass was coated with a thin layer of indium tin oxide (ITO) and subsequently patterned, forming parallel electrodes. The channels, one inlet and four outlets, were made in the PDMS (Figure 3B) and bonded to the glass substrate using an oxygen plasma surface-activation method. The microfluidic chip had three regions: focusing, transition, and separation. First, the suspension, consisting of silica particles, yeast cells, and carrier fluid, was injected into the chip, and the ICEO focused the particles in the focusing region. The side branches, with optimized size in the transition region, ensured the particle stream flowed into the separation region in a straight line. The separation efficiency was > 96% with the AC power supply at a set value of 225 VPP at 1 MHz. This general-purpose DEP microfluidic chip has great potential in molecular diagnostics in LOC systems because it exhibited high throughput. The integration of the ICEO module simplified the chip structure, as there is no need for a complicated flow rate control module and narrow microfluidic channel to focus the particle. It provided an alternative method to focus the particles, resulting in an integrated device.
A microfluidic platform with a hybrid DEP-inertial system was developed to separate particles [64] (Figure 3C). The channel, which was ≈ 200 μm wide and ≈ 40 μm deep, consisted of 15 symmetric U-shaped segments with a length of ≈ 700 μm and was patterned in PDMS using soft lithography. The inlet and outlet holes were also punched in the PDMS. A lift-off technique patterned the thin-film Ti (50 nm)/Pt (150 nm) electrodes on a glass slide in a zigzag distribution. The gap and width of the electrodes were both ≈ 20 μm. The bonding between PDMS and the glass slide was performed by oxygen plasma. A suspension flow of polystyrene beads with diameters of ≈ 5 μm and ≈ 13 μm was injected from the inlet, and the sheath flow from the top pushed the particles along the bottom of the channel, keeping them in the NUEF. The field strength of the AC power supply was optimized to ≈ 27 VPP at ≈ 1 MHz, obtaining a separation efficiency of ≈ 13 μm and ≈ 5 μm particles of ≈ 100% and ≈ 96%, respectively. The varied particle size separations were achieved inside this chip by adjusting the voltage without needing a redesign of the chip layout. The implementation of the top sheath flow improved the separation efficiency as the particles were forced to the bottom of the channel and were not influenced by the electric field decay along the vertical direction.
An isomotive DEP microfluidic device was developed to separate living and dead yeast cells (Figure 4) [67]. The device consisted of three sections: three inlets, a separation section, and two outlets. The electrodes for DEP were made of a metal sandwich of Ti/Pt/Au with a thickness of ≈ 50 nm, ≈ 50 nm, and ≈ 300 nm, respectively, on a glass substrate. The electrode width and gap between them were both ≈ 10 μm. The fluidic channels were patterned on top of the electrodes using SU-8 photoresist with a thickness of ≈ 100 μm and then sealed by a glass coverslip. The length and width of the main channel were ≈ 600 μm and ≈ 100 μm, respectively. The side of the coverslip facing the chamber was coated with ITO, serving as a ground electrode. The electrode biasing network was formed using the resistor array next to the main channel and was connected to the electrodes to perform the isomotive DEP.
The suspension containing yeast cells was pumped into the main channel from the middle inlet, and the cells in suspension were focused to move in a streamline with the help of sheath flow generated by the buffer from the other two side channels. The living and dead yeast cells were separated in the DEP section under a non-uniform isomotive electric field. The device performance was evaluated by applying AC power supply with a set value of 14 VPP at different frequencies.
A microfluidic device with interdigitated electrodes was fabricated to separate living and dead Listeria cells (Figure 5A) [68]. The Cr/Pt with a thickness of ≈ 10 nm and 100 nm, respectively, were sputtered using a magnetron system on a glass substrate, and then the interdigitated electrodes were patterned using the photolithography method with subsequent etching. The gap and the width of the electrodes were both ≈ 15 μm. Then, a rectangular chamber was constructed of silicon rubber with a thickness of ≈ 0.3 mm, and a ≈ 20 μL suspension containing the Listeria cells was pipetted into the chamber. A glass coverslip was then used to seal the chamber after loading the suspension. The AC power supply was applied with a set value of 1 VPP from 10 kHz to 15 MHz, and the cell separation performance was monitored through a charge-coupled device camera. The separation efficiency of living and dead Listeria cells was > 90% at a set frequency of 50 kHz. This system combined antibody recognition and DEP and thus improved the selectivity of capturing bacteria.
A DEP microfluidic device with interdigitated electrodes was developed to concentrate and selectively capture Listeria cells bonding with antibodies (Figure 5B) from other types of cells [69]. The interdigitated electrodes were made of a Ti/Pt sandwich with a thickness of ≈ 20 nm and ≈ 80 nm, respectively, by a sputtering and a lift-off process on an oxidized silicon substrate. The width and gap of the electrodes were ≈ 23 μm and ≈ 17 μm, respectively. The electrodes were then covered with a SiO2 layer with a thickness of ≈ 300 nm using plasma-enhanced chemical-vapor deposition, preventing electro-osmotic currents near the electrodes via the formation of a bimetallic electrochemical cell. The PDMS patterned with fluidic structure was bonded to the substrate using an oxygen plasma enhancement process at ≈ 200 W for ≈ 10 s. The length, width, and depth of the channel were ≈ 3000 μm, ≈ 260 μm, and ≈ 16 μm, respectively. The tubes were inserted into the inlet and outlet to deliver the suspension into the channel. The AC power supply was applied with a set value of 20 VPP at 1 MHz to capture the Listeria cells bonding with antibodies from the suspension. The result showed that > 90% Listeria cells bonding with antibodies were collected with a flow rate of ≈ 0.2 μL·min−1, and the increased flow rate decreased the capture efficiency.
4.2.2. Castellated Electrodes
The castellated electrodes generated an electrical field gradient, forming a maximum value at the edges of the microelectrodes and a minimum value at the center between two electrodes.
A microfluidic device that combined an insulator with 2D electrodes was developed to focus and separate particles (Figure 6A,B) [70]. The electrodes were designed in a parallel configuration with a total number of 30 electrodes having 15 electrodes on each side of the main channel. The metal sandwich of Ti/Pt was patterned using a lift-off technique on a Pyrex glass substrate. The fluidic structure was made in a SU-8 layer with a thickness of ≈ 20 µm, forming a castellated structure (Figure 6A). A PDMS cover with access holes was mounted on top of the structure to seal it. Two opposite NUEFs were generated in the first part of the main channel by applying two different VPP amplitudes on each side of the channel. These two NUEFs allowed the dielectric particles in the main channel to reach an equilibrium, resulting in particles being confined to the center of the channel. The equilibrium depended on the voltage amplitude and the frequencies of the power supply. Then, the third AC power supply was applied to perform the particle separation in the second part of the main channel. The suspension, containing polystyrene beads with a diameter of ≈ 5 μm and yeast cells, was used to evaluate the chip’s performance. This microfluidic chip, with this combination of castellated electrodes and an insulator, provides a good alternative option for cell separation by DEP. The combination of insulator sidewalls and castellated electrode achieved accurate particle focusing and continuous separation.
A microfluidic device, combining interdigitated and castellated electrodes, was developed to quantitatively assess the particle and cell separation (Figure 6C) [71]. The Pt electrodes were patterned to form both an interdigitated electrode system as well as castellated topology on a glass substrate. The height, width, and gap of the interdigitated electrodes and castellated electrodes were ≈ 100 nm × 10 μm × 10 μm and ≈ 100 nm × 20 μm × 20 μm, respectively. The fluidic chamber, with a length, width, and height of ≈ 10 mm, ≈ 4 mm, and ≈ 30 μm, respectively, was made of poly(methyl methacrylate) (PMMA), and then the PMMA was bonded to a glass substrate on top of the electrodes. The suspension of polystyrene beads with a diameter of ≈ 500 nm, ≈ 2 μm, and ≈ 6 μm, and RBCs were used to quantitatively evaluate the system’s performance. The suspension was pumped into the chamber, and an AC power supply was applied with a set value ranging from 15 VPP to 20 VPP and from 1 MHz to 15 MHz.
An AC-DEP chip was developed with a low-cost screen-printing thick-film technique (Figure 6D). A glass slide was used as a substrate, and a woven mesh and electrodes first patterned a commercial carbon paste, and contact wires were printed on its surface as using screen printing [63]. Three types of electrodes, ≈ 10 μm thick, were printed on the glass: offset castellated electrodes, non-offset castellated electrodes, and interdigitated line electrodes. Once the carbon paste hardened, the ultraviolet (UV) curable dielectric paste was then printed and cured using UV light to form microfluidic channels with a depth of ≈ 50 μm, and the contact wires were separated from the fluid. Finally, the PDMS layer with inlet and outlet ports was bonded on top of the channels, assisted by an oxygen plasma surface-activation method. The device’s performance and efficiency in capturing yeast cells from the suspension were optimized using an AC electric field of different frequencies and strengths. The result indicated that the voltage amplitude, the frequency of AC power supply, the carrier fluid conductivity, and the flow rate significantly affected the capture rate. The capture rate was > 95% after applying the AC power supply with set values of 10 VPP at 100 kHz. This simple fabrication technique has great potential to be applied in mass production.
4.2.3. Other Types of Electrodes
In addition to the main types of electrode shapes, many different electrodes with specific shapes were designed to provide better and more stable NUEF, such as annular [72,73], oblique [74,75,76], and curved electrodes [77]. The characteristics of these electrodes have been reviewed elsewhere [51] and are not the subject of this study; here, we only introduce the quadrupole and trapezoid electrodes.
The performance of quadrupole electrodes was first simulated, designed, and fabricated based on a polynomial with the assumption that it obeyed Laplace’s equation [66] to generate a well- defined NUEF that separates yeast cells. A similar electrode type was then used to pattern actin using DEP on a myosin substrate along electric field lines.
A microfluidic platform was proposed to separate bacteria from whole blood via DEP generated by a quadrupole microelectrode embedded at the bottom of a small well in the chip [65] (Figure 7). The blood was pumped into the device and first desalinated by inline dialysis without membrane. Then, the target bacteria were separated and concentrated using DEP. This obtained a concentration efficiency of ≈ 79% and ≈ 78% of Escherichia coli and Staphylococcus aureus at a processing rate of ≈ 0.6 mL·h−1. The results were verified by performing a polymerase chain reaction, showing that bacterial 16S ribosomal DNA levels were enriched ≈ 307-fold in comparison with the original.
A trapezoidal electrode array (TEA) based microfluidic chip was developed to separate polystyrene beads of different diameters (Figure 8) [78]. The gold TEA was patterned on a Pyrex glass substrate using a photolithography method. The widths of two bases in a single trapezoidal electrode were ≈ 120 μm and ≈ 20 μm, respectively, and their height was ≈ 60 μm. The microfluidic structure was patterned in PDMS using a soft lithography method. The width and depth of the microfluidic channel were ≈ 50 μm and ≈ 30 μm, respectively. The fluidic structure was aligned to the TEA, and then the PDMS with a patterned structure was bonded to the glass substrate using an oxygen plasma method.
The system had three sections: focus, separation, and collection. In the focus section, 100 trapezoidal electrodes forced the flow that contained polystyrene beads to move in a streamline along one side of the channel. In the separation section, a TEA with 20 electrodes performed the bead separation based on the beads’ diameter, achieving different dielectrophoretic velocities. The streams of the two separated beads were split into two outlets and collected in the collecting section.
The polystyrene beads with diameters of ≈ 6 μm and ≈ 15 μm were used to test the separation efficiency by applying an AC power supply with a set value of 8 VPP at 50 kHz. The effect of the flow rate was investigated to evaluate the separation performance. The results showed that the purities of beads with diameters of ≈ 6 μm and ≈ 15 μm were 96.8 ± 0.6% and 99.5 ± 0.5%, respectively, at a flow rate of ≈ 10 mL·h−1. In comparison with other DEP devices, the TEA system gently processed the sample to prevent cell damage from long-term exposure in the electric field.
The integrated circuit (IC) technique was used to fabricate the electrode array to manipulate yeast cells and mammalian cells (Figure 9) [79]. The IC electrodes array with a static random access memory element was designed and fabricated using a standard complementary metal-oxide-semiconductor (CMOS) process. The array, with a size of ≈ 1.4 mm × 2.8 mm, consisted of 32,768 individual pixels, and each pixel was ≈ 11 µm × 11 µm. The microfluidic channel was formed in a double-sided adhesive film placed on the IC electrode array and then sealed by a coverslip with holes connected to the fluid input and output tubes. The entire setup was placed on a Cu block serving as a cooler. The DEP was performed in a set value of 5 VPP at 1.8 MHz to test the cell manipulation, resulting in cell movement at a speed of ≈ 30 µm s−1. Additionally, this setup could split the water from oil in a volume of pL. This IC microfluidic system has good potential to be widely used because the electrode array can be mass produced using a standard CMOS fabrication process.
4.3. Three-Dimensional Electrodes
We discussed the DEP microfluidic chips with a variety of 2D electrodes. However, FDEP is mainly available at the bottom of the microfluidic channels near the thin-film electrodes. There is a significant decrease of FDEP in a vertical direction [64], which is inversely proportional to the distance from the electrodes generating the electric field. The polarized particles that flow at a certain distance above the electrodes might not be dielectrophoretically trapped leading to the development of a 3D electrode system to perform a more powerful NUEF through the entire depth of the channels. This also provided a gradient in the velocity generated by the hydrodynamic force in the device, improving the separation performance of the microfluidic devices [80,81,82,83,84,85,86,87,88,89,90].
4.3.1. Metal 3D Electrodes
The thin-film electrodes patterned on the side wall of the main channel could be used as 3D electrodes (Figure 10) [28]. Compared to the planar electrodes at the bottom of the channel, the electrodes patterned on both side walls provided a much stronger NUEF and suppressed the field strength decay along the channel’s height, resulting in cell focusing and separation [70]. The kidney cells HEK293/nerve cells N115 and kidney cell HEK293/polystyrene beads were used to verify the chip’s performance by applying an AC power supply with optimized voltage and frequency.
A microfluidic device made by PDMS molding, combining acoustophoresis and DEP methods, was proposed, designed, fabricated, and tested to wash and separate uncoated and half-coated latex particles with aluminum with a mean diameter of ≈ 5 µm (Figure 11A,B) [80]. The brass mold was machined, making microfluidic channels with a depth and length of ≈ 200 μm and ≈ 61 mm, respectively. Two piezoelectric ceramic transducer slides made of lead-zirconate-titanate (PZT) and metal electrodes were placed next to each other and tightened at both sides of the channels on the brass mold. The liquid PDMS precursor was then poured into the mold and cured. Finally, the cured PDMS, patterned with structures attached to PZTs and electrodes, was peeled off from the mold and bonded to a glass slide using an oxygen plasma surface-activation process. The chip consisted of two main units, one for washing and one for separation. The suspension containing target particles, with contents of ≈ 1 × 107 particles·mL−1, and the buffer were pumped into the channel from two different inlets. The standing waves generated by the PZTs in the washing section of the chip caused the particles to move from the carrier into the buffer solution with low electrical conductivity, effectively suppressing the amplitude of the Joule heating effect. Subsequently, the solution reached the 3D separation unit of the chip, where the FDEP separated the uncoated and half-coated particles using an AC power supply with set values of 16 VPP at 3 MHz. Integrating the washing and separation units provided a valuable system for cell separation in clinical diagnostics. However, the fabrication of the 3D electrodes is a challenging process. Additionally, the process of tightening the screws into the brass mold is another challenge because there is a high chance of liquid leakage.
4.3.2. Carbon 3D Electrodes
Apart from the metal electrodes, electrodes made of carbon were also used in DEP microfluidic devices as carbon is more electrochemically stable than metal, resulting in the application of a higher voltage without electrolysis of the solution. The cost of the material and process was also lower than for metal electrodes as carbon electrodes were formed directly from the photoresist. These advantages are of interest to researchers developing carbon electrodes to perform DEP in microfluidics.
A 3D carbon electrode system was proposed to concentrate λ-DNA (Figure 11C) [81]. The carbon electrodes were made by carbonization of SU-8 photosensitive material. The fused silica substrate was coated with SU-8, then the SU-8 was patterned, exposed to a temperature of ≈ 900 °C, and carbonized. These carbon electrode pillars had a height and diameter of ≈ 95 μm and ≈ 58 μm, respectively. They were then connected to the carbon pads by dispensing indium. The microfluidic channels, with a depth and width of ≈ 100 μm and ≈ 2 mm, respectively, were made on a stack of pressure-sensitive double-sided adhesive tape with a thickness of ≈ 100 μm and then covered by a layer of polycarbonate (PC).
Finally, both substrates, fused silica with carbon electrodes and the stack of PC layers, were adhered to each other and sealed using a rolling press. A suspension containing λ-DNA was pumped into the channel with a flow rate of ≈ 2 μL·min−1. The AC power supply amplitude was set to 16 VPP with different frequencies to characterize the system’s performance. The result showed that λ-DNA was trapped by pDEP or nDEP at set frequencies between either 10 kHz or 50 kHz for pDEP and either 75 kHz or 250 kHz for nDEP.
A compact disc (CD) microfluidic system with 3D carbon electrodes was developed to separate latex particles, with a diameter of ≈ 8 µm, from yeast cells (Figure 12) [91]. The microfluidic system consisted of four sections: a programmable motorized spin stand combined with an optical detection system, a function generator to apply the AC power supply, a CD platform to hold the DEP chips when spinning, and carbon-DEP chips. The formation of carbon electrodes was described in [81]. The SU-8 was first patterned on the substrate, and then the pyrolysis was conducted to carbonize the SU-8, forming the 3D electrodes at a height of ≈ 40 µm and ≈ 70 µm, respectively. All the electrodes were connected to the electric leads. A thin SU-8 layer was patterned around the 3D electrodes to protect the connecting leads from contact with the suspension.
The fluidic structure with two chambers and two channels was patterned in PC and sealed by a double-sided pressure-sensitive adhesive. The width and height of the main channel were ≈ 600 µm and ≈ 100 µm, respectively. The width and height of the channel for suspension retrieval were ≈ 1 µm and ≈ 100 µm, respectively. The loaded suspension in the inlet chamber was delivered into the main channel, and its flow rate was controlled by a centrifugal force caused by rotating the CD at ≈ 800 revolutions per minute. The AC power supply with a set value of 20 VPP at 200 kHz was applied to separate the yeast cells from latex particles at a flow rate of ≈ 35 mL·min−1.
4.3.3. Polymer 3D Electrodes
The mixture of silver platelet PDMS was another alternative to fabricate the electrode. Different from the fabrication of a metal electrode, it removed the sputtering and photolithography applied in metal film electrodes, simplifying the fabrication process and device structure.
The 3D electrodes were developed based on PDMS (Figure 13) [89]. The ITO leadouts were first patterned on a glass substrate using a photolithography method. A second photolithography was then applied to form the 3D electrode mold. Ag-PDMS 3D electrodes made of silver platelets with a diameter of ≈ 1 µm and PDMS precursor mixture with a ratio of 85% were poured on the top of the ITO leadouts and the PDMS precursor was subsequently cross-linked. The width and gap of the electrodes were both ≈ 200 µm. The PDMS layer patterned with inlets, outlets, and a channel made by soft lithography was aligned to the electrodes and bonded to the glass substrate using an oxygen plasma activation method. The diameters of the two inlets and outlets were ≈ 6 mm and ≈ 5 mm, respectively. The width of the channels connected to inlet A and inlet B was ≈ 100 µm and ≈ 200 µm, respectively. The width of the main channel was ≈ 200 µm. There were three vaulted obstacles along the main channel with a pitch and radius of ≈ 400 µm and ≈ 100 µm, respectively.
The suspension containing yeast cells and gold-coated polystyrene microspheres with a diameter of ≈ 25 µm was pumped into the channel connected to inlet A. The suspension was moving along the upper side wall of the main channel by the dynamic focusing flow generated by the buffer from the channel connected to inlet B. The AC power supply was applied with different amplitudes of VPP at 1 MHz to investigate the separation efficiency at different flow rates. The results showed that > 90% yeast cells and ≈ 100% gold-coated polystyrene microspheres were separated by applying voltages of ≈ 18.75 VPP and ≈ 12.5 VPP at 1 MHz with a flow rate of ≈ 300 µm·s−1.
A 3D Ag-PDMS electrode microfluidic device was developed to separate microalgae cells in ballast water (Figure 14) [90]. The electrode fabrication process was described in [89]. The length and width of the main channel were ≈ 2000 µm and ≈ 100 µm, respectively. One side of the main channel was designed as a triangular shape to increase the inhomogeneity of the electric field and improve the FDEP. The suspension containing cells of interest and the buffer were pumped into the channel from two inlets forcing the cells to move along the triangular side of the main channel. Two types of microalgae cells, Platymonas and Closterium, and polystyrene particles were used to test the chip’s performance by applying an optimized AC power supply with a value of ≈ 10 VPP at 30 MHz, obtaining a separation efficiency of > 90%.
4.3.4. Silicon 3D Electrodes
The developments in IC and micro-electro-mechanical-system fabrication technology have also been used for DEP, allowing the chip structure to be made from single crystal silicon. As a result, the chip fabrication and structure were simplified as using electrically conductive silicon formed both, the microfluidic channel walls also serving as 3D electrodes, obtaining a potential for mass production.
A square-shaped pillar structure together with the channels was proposed and fabricated from silicon (Figure 15A) [82] using a deep reactive ion etching (DRIE) process and was then sandwiched in silicon with two glass wafers by anodic bonding. Living/dead yeast cells were used to test the device’s performance by applying the AC power supply with a gradually increasing amplitude from 0 VPP to 25 VPP at a frequency range from 20 kHz to 100 kHz.
The electrode pillars could also be designed in a non-uniform height to separate living and dead yeast cells (Figure 15B) [83]. The device consisted of two glass wafers sandwiching a patterned silicon wafer forming the 3D electrodes as well as the separation chamber. The glass wafer was anodically bonded to the silicon wafer, and then the DRIE was performed to etch the silicon, forming two sets of pillars of different heights, either ≈ 100 μm or ≈ 2.5 μm, as well as the chamber. These two structures were then bonded together, forming the asymmetric electrode structures. The device’s performance was tested using two populations of cells, dead and live yeast, one exhibiting the pDEP and the other exhibiting nDEP, using an AC power supply with a set amplitude of 20 VPP at 20 kHz.
Another DEP microfluidic device with symmetric silicon electrodes was proposed to perform a sequential DEP field flow cell separation (Figure 15C) [84]. The chip fabrication process was similar to the previous one shown in Figure 15B. The only difference was that the silicon electrodes were symmetrical. This electrode geometry, compared to the coplanar electrodes, suppressed Joule heat, and increased the separation efficiency. The suspension was first pumped into the channel, and the particles were then trapped in different locations by performing the DEP. One population of particles (group A) was trapped in the center of the channel, which was the weakest position of the electric field, while the other population (group B) was trapped near the electrode field. Group A was then flushed out of the channel by increasing the flow rate. The electric field was then removed, and group B was subsequently flushed out. This array structure increased separation efficiency. Living/dead yeast cells were used to verify the chip’s performance.
Silicon can also be used as a bulk electrode without arrays, simplifying the chip structure and fabrication process (Figure 15D) [85]. The simulation showed that there was no volume without a NUEF, suggesting good separation efficiency. The fabricated chip consisted of three parts: heavily doped silicon patterned with corrugated channels forming the DEP, sandwiched by two glasses mechanically connected by two subsequent anodic bonding processes. The device’s performance was again verified by separating dead from living yeast cells using an AC power supply with a set voltage amplitude of 25 VPP.
5. Conclusions
DEP is a particle separation technique based on particle polarization in a NUEF. It has been proven to be a viable tool for LOC in the application of medicine, molecular diagnostics, and any other fields related to particle separation because of its selectivity and accuracy. It is also a label-free method. In this review, we described DEP theory and compared it to other separation techniques to show its advantages for microfluidic devices. We also introduced the recent developments in DEP microfluidic devices, classified by electrode type. For each system, we explained the chip structure, fabrication process, electrode type, and operation principle. These microfluidic devices have the potential to be widely used in laboratories and diagnostic centers.
However, the wider employment of DEP would probably require higher levels of system integration, including sample pretreatment, post DEP processing, as well as product analysis. In addition, the DEP itself should be designed in a more efficient way of using 3D or semi-3D operations. That could be achieved either by designing the 3D electrode geometry or making the DEP area shallow and suppressing the low efficiency space to promote the commercialization and wide utilization of DEP.
Acknowledgments
This work was supported by the Foreign Experts Program of P.R. China (W099109). We also acknowledge the support of CEITEC Nano Research Infrastructure (ID LM2015041, MEYS CR, 2016–2019), CEITEC Brno University of Technology, and Grant Agency of the Czech Republic under the contract GA16-11140S.
Conflicts of Interest
The authors declare no conflict of interest.
References
- 1.West J., Becker M., Tombrink S., Manz A. Micro total analysis systems: Latest achievements. Anal. Chem. 2008;80:4403–4419. doi: 10.1021/ac800680j. [DOI] [PubMed] [Google Scholar]
- 2.Craighead H. Future lab-on-a-chip technologies for interrogating individual molecules. Nature. 2006;442:387–393. doi: 10.1038/nature05061. [DOI] [PubMed] [Google Scholar]
- 3.Dittrich P.S., Manz A. Lab-on-a-chip: Microfluidics in drug discovery. Nat. Rev. Drug Discov. 2006;5:210–218. doi: 10.1038/nrd1985. [DOI] [PubMed] [Google Scholar]
- 4.El-Ali J., Sorger P.K., Jensen K.F. Cells on chips. Nature. 2006;442:403–411. doi: 10.1038/nature05063. [DOI] [PubMed] [Google Scholar]
- 5.Lichtenberg J., de Rooij N.F., Verpoorte E. Sample pretreatment on microfabricated devices. Talanta. 2002;56:233–266. doi: 10.1016/S0039-9140(01)00593-8. [DOI] [PubMed] [Google Scholar]
- 6.Razzacki S.Z., Thwar P.K., Yang M., Ugaz V.M., Burns M.A. Integrated microsystems for controlled drug delivery. Adv. Drug Deliv. Rev. 2004;56:185–198. doi: 10.1016/j.addr.2003.08.012. [DOI] [PubMed] [Google Scholar]
- 7.Lu X., Liu C., Hu G., Xuan X. Particle manipulations in non-Newtonian microfluidics: A review. J. Colloid Interface Sci. 2017;500:182–201. doi: 10.1016/j.jcis.2017.04.019. [DOI] [PubMed] [Google Scholar]
- 8.Roper M.G., Easley C.J., Landers J.P. Advances in polymerase chain reaction on microfluidic chips. Anal. Chem. 2005;77:3887–3893. doi: 10.1021/ac050756m. [DOI] [PubMed] [Google Scholar]
- 9.Sanghavi B.J., Moore J.A., Chavez J.L., Hagen J.A., Kelley-Loughnane N., Chou C.-F., Swami N.S. Aptamer-functionalized nanoparticles for surface immobilization-free electrochemical detection of cortisol in a microfluidic device. Biosens. Bioelectron. 2016;78:244–252. doi: 10.1016/j.bios.2015.11.044. [DOI] [PubMed] [Google Scholar]
- 10.Salafi T., Zeming K.K., Zhang Y. Advancements in microfluidics for nanoparticle separation. Lab Chip. 2017;17:11–33. doi: 10.1039/C6LC01045H. [DOI] [PubMed] [Google Scholar]
- 11.Liang L.-G., Kong M.-Q., Zhou S., Sheng Y.-F., Wang P., Yu T., Inci F., Kuo W.P., Li L.-J., Demirci U., et al. An integrated double-filtration microfluidic device for isolation, enrichment and quantification of urinary extracellular vesicles for detection of bladder cancer. Sci. Rep. 2017;7:46224. doi: 10.1038/srep46224. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Dalili A., Samiei E., Hoorfar M. A review of sorting, separation and isolation of cells and microbeads for biomedical applications: Microfluidic approaches. Analyst. 2019;144:87–113. doi: 10.1039/C8AN01061G. [DOI] [PubMed] [Google Scholar]
- 13.Al-Faqheri W., Thio T.H.G., Qasaimeh M.A., Dietzel A., Madou M. Particle/cell separation on microfluidic platforms based on centrifugation effect: A review. Microfluid. Nanofluid. 2017;21:102. doi: 10.1007/s10404-017-1933-4. [DOI] [Google Scholar]
- 14.Hejazian M., Li W., Nam-Trung N. Lab on a chip for continuous-flow magnetic cell separation. Lab Chip. 2015;15:959–970. doi: 10.1039/C4LC01422G. [DOI] [PubMed] [Google Scholar]
- 15.Li P., Mao Z., Peng Z., Zhou L., Chen Y., Huang P.-H., Truica C.I., Drabick J.J., El-Deiry W.S., Dao M., et al. Acoustic separation of circulating tumor cells. Proc. Natl. Acad. Sci. USA. 2015;112:4970–4975. doi: 10.1073/pnas.1504484112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Laurell T., Petersson F., Nilsson A. Chip integrated strategies for acoustic separation and manipulation of cells and particles. Chem. Soc. Rev. 2007;36:492–506. doi: 10.1039/B601326K. [DOI] [PubMed] [Google Scholar]
- 17.Ramsey J.D., Collins G.E. Integrated microfluidic device for solid-phase extraction coupled to micellar electrokinetic chromatography separation. Anal. Chem. 2005;77:6664–6670. doi: 10.1021/ac0507789. [DOI] [PubMed] [Google Scholar]
- 18.Lin S.-L., Lin T.-Y., Fuh M.-R. Microfluidic chip-based liquid chromatography coupled to mass spectrometry for determination of small molecules in bioanalytical applications: An update. Electrophoresis. 2014;35:1275–1284. doi: 10.1002/elps.201300415. [DOI] [PubMed] [Google Scholar]
- 19.Sahore V., Kumar S., Rogers C.I., Jensen J.K., Sonker M., Woolley A.T. Pressure-actuated microfluidic devices for electrophoretic separation of pre-term birth biomarkers. Anal. Bioanal. Chem. 2016;408:599–607. doi: 10.1007/s00216-015-9141-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Kohlheyer D., Eijkel J.C.T., van den Berg A., Schasfoort R.B.M. Miniaturizing free-flow electrophoresis—A critical review. Electrophoresis. 2008;29:977–993. doi: 10.1002/elps.200700725. [DOI] [PubMed] [Google Scholar]
- 21.Cetin B., Li D. Dielectrophoresis in microfluidics technology. Electrophoresis. 2011;32:2410–2427. doi: 10.1002/elps.201100167. [DOI] [PubMed] [Google Scholar]
- 22.Fernandez R.E., Rohani A., Farmehini V., Swami N.S. Review: Microbial analysis in dielectrophoretic microfluidic systems. Anal. Chim. Acta. 2017;966:11–33. doi: 10.1016/j.aca.2017.02.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Abd Rahman N., Ibrahim F., Yafouz B. Dielectrophoresis for Biomedical Sciences Applications: A Review. Sensors. 2017;17:449. doi: 10.3390/s17030449. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Mach A.J., Di Carlo D. Continuous Scalable Blood Filtration Device Using Inertial Microfluidics. Biotechnol. Bioeng. 2010;107:302–311. doi: 10.1002/bit.22833. [DOI] [PubMed] [Google Scholar]
- 25.Yamada M., Seki M. Hydrodynamic filtration for on-chip particle concentration and classification utilizing microfluidics. Lab Chip. 2005;5:1233–1239. doi: 10.1039/b509386d. [DOI] [PubMed] [Google Scholar]
- 26.Broyles B.S., Jacobson S.C., Ramsey J.M. Sample filtration, concentration, and separation integrated on microfluidic devices. Anal. Chem. 2003;75:2761–2767. doi: 10.1021/ac025503x. [DOI] [PubMed] [Google Scholar]
- 27.Helton K.L., Nelson K.E., Fu E., Yager P. Conditioning saliva for use in a microfluidic biosensor. Lab Chip. 2008;8:1847–1851. doi: 10.1039/b811150b. [DOI] [PubMed] [Google Scholar]
- 28.Wang L., Lu J., Marukenko S.A., Monuki E.S., Flanagan L.A., Lee A.P. Dual frequency dielectrophoresis with interdigitated sidewall electrodes for microfluidic flow-through separation of beads and cells. Electrophoresis. 2009;30:782–791. doi: 10.1002/elps.200800637. [DOI] [PubMed] [Google Scholar]
- 29.Quinn M.M., Jalalian L., Ribeiro S., Ona K., Demirci U., Cedars M.I., Rosen M.P. Microfluidic sorting selects sperm for clinical use with reduced DNA damage compared to density gradient centrifugation with swim-up in split semen samples. Hum. Reprod. 2018;33:1388–1393. doi: 10.1093/humrep/dey239. [DOI] [PubMed] [Google Scholar]
- 30.Yeo J.C., Kenry, Zhao Z., Zhang, P., Wang Z., Lim C.T. Label-free extraction of extracellular vesicles using centrifugal microfluidics. Biomicrofluidics. 2018;12:024103. doi: 10.1063/1.5019983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Sun Y., Sethu P. Low-stress Microfluidic Density-gradient Centrifugation for Blood Cell Sorting. Biomed. Microdevices. 2018;20:77. doi: 10.1007/s10544-018-0323-3. [DOI] [PubMed] [Google Scholar]
- 32.Feshitan J.A., Chen C.C., Kwan J.J., Borden M.A. Microbubble size isolation by differential centrifugation. J. Colloid Interface Sci. 2009;329:316–324. doi: 10.1016/j.jcis.2008.09.066. [DOI] [PubMed] [Google Scholar]
- 33.Wu J., Cui Y., Xuan S., Gong X. 3D-printed microfluidic manipulation device integrated with magnetic array. Microfluid. Nanofluid. 2018;22:103. doi: 10.1007/s10404-018-2123-8. [DOI] [Google Scholar]
- 34.Zhi S., Sun X., Feng Z., Lei C., Zhou Y. An innovative micro magnetic separator based on 3D micro-copper-coil exciting soft magnetic tips and FeNi wires for bio-target sorting. Microfluid. Nanofluid. 2019;23:43. doi: 10.1007/s10404-019-2215-0. [DOI] [Google Scholar]
- 35.Lee H., Xu L., Ahn B., Lee K., Oh K.W. Continuous-flow in-droplet magnetic particle separation in a droplet-based microfluidic platform. Microfluid. Nanofluidics. 2012;13:613–623. doi: 10.1007/s10404-012-0978-7. [DOI] [Google Scholar]
- 36.Lehmann U., Vandevyver C., Parashar V.K., Gijs M.A.M. Droplet-based DNA purification in a magnetic lab-on-a-chip. Angew. Chem. Int. Ed. 2006;45:3062–3067. doi: 10.1002/anie.200503624. [DOI] [PubMed] [Google Scholar]
- 37.Tran S.B.Q., Marmottant P., Thibault P. Fast acoustic tweezers for the two-dimensional manipulation of individual particles in microfluidic channels. Appl. Phys. Lett. 2012;101:114103. doi: 10.1063/1.4751348. [DOI] [Google Scholar]
- 38.Baresch D., Thomas J.-L., Marchiano R. Observation of a Single-Beam Gradient Force Acoustical Trap for Elastic Particles: Acoustical Tweezers. Phys. Rev. Lett. 2016;116:024301. doi: 10.1103/PhysRevLett.116.024301. [DOI] [PubMed] [Google Scholar]
- 39.Ding X., Lin S.-C.S., Kiraly B., Yue H., Li S., Chiang I.K., Shi J., Benkovic S.J., Huang T.J. On-chip manipulation of single microparticles, cells, and organisms using surface acoustic waves. Proc. Natl. Acad. Sci. USA. 2012;109:11105–11109. doi: 10.1073/pnas.1209288109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Ding X., Li P., Lin S.-C.S., Stratton Z.S., Nama N., Guo F., Slotcavage D., Mao X., Shi J., Costanzo F., et al. Surface acoustic wave microfluidics. Lab Chip. 2013;13:3626–3649. doi: 10.1039/c3lc50361e. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Malmstadt N., Yager P., Hoffman A.S., Stayton P.S. A smart microfluidic affinity chromatography matrix composed of poly (N-isopropylacrylamide)-coated beads. Anal. Chem. 2003;75:2943–2949. doi: 10.1021/ac034274r. [DOI] [PubMed] [Google Scholar]
- 42.Bishop D.P., Blanes L., Wilson A.B., Wilbanks T., Killeen K., Grimm R., Wenzel R., Major D., Macka M., Clarke D., et al. Microfluidic high performance liquid chromatography-chip hyphenation to inductively coupled plasma-mass spectrometry. J. Chromatogr. A. 2017;1497:64–69. doi: 10.1016/j.chroma.2017.03.025. [DOI] [PubMed] [Google Scholar]
- 43.Lazar I.M., Trisiripisal P., Sarvaiya H.A. Microfluidic liquid chromatography system for proteomic applications and biomarker screening. Anal. Chem. 2006;78:5513–5524. doi: 10.1021/ac060434y. [DOI] [PubMed] [Google Scholar]
- 44.Wouters S., De Vos J., Dores-Sousa J.L., Wouters B., Desmet G., Eeltink S. Prototyping of thermoplastic microfluidic chips and their application in high-performance liquid chromatography separations of small molecules. J. Chromatogr. A. 2017;1523:224–233. doi: 10.1016/j.chroma.2017.05.063. [DOI] [PubMed] [Google Scholar]
- 45.Redman E.A., Mellors J.S., Starkey J.A., Ramsey J.M. Characterization of Intact Antibody Drug Conjugate Variants Using Microfluidic Capillary Electrophoresis-Mass Spectrometry. Anal. Chem. 2016;88:2220–2226. doi: 10.1021/acs.analchem.5b03866. [DOI] [PubMed] [Google Scholar]
- 46.Khatri K., Klein J.A., Haserick J.R., Leon D.R., Costello C.E., McComb M.E., Zaia J. Microfluidic Capillary Electrophoresis Mass Spectrometry for Analysis of Monosaccharides, Oligosaccharides, and Glycopeptides. Anal. Chem. 2017;89:6645–6655. doi: 10.1021/acs.analchem.7b00875. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Roper M.G., Shackman J.G., Dahlgren G.M., Kennedy R.T. Microfluidic chip for continuous monitoring of hormone secretion from live cells using an electrophoresis-based immunoassay. Anal. Chem. 2003;75:4711–4717. doi: 10.1021/ac0346813. [DOI] [PubMed] [Google Scholar]
- 48.Jubery T.Z., Srivastava S.K., Dutta P. Dielectrophoretic separation of bioparticles in microdevices: A review. Electrophoresis. 2014;35:691–713. doi: 10.1002/elps.201300424. [DOI] [PubMed] [Google Scholar]
- 49.Viefhues M., Eichhorn R. DNA dielectrophoresis: Theory and applications a review. Electrophoresis. 2017;38:1483–1506. doi: 10.1002/elps.201600482. [DOI] [PubMed] [Google Scholar]
- 50.Xuan X. Recent advances in direct current electrokinetic manipulation of particles for microfluidic applications. Electrophoresis. 2019 doi: 10.1002/elps.201900048. [DOI] [PubMed] [Google Scholar]
- 51.Khoshmanesh K., Nahavandi S., Baratchi S., Mitchell A., Kalantar-zadeh K. Dielectrophoretic platforms for bio-microfluidic systems. Biosens. Bioelectron. 2011;26:1800–1814. doi: 10.1016/j.bios.2010.09.022. [DOI] [PubMed] [Google Scholar]
- 52.Alazzam A., Mathew B., Alhammadi F. Novel microfluidic device for the continuous separation of cancer cells using dielectrophoresis. J. Sep. Sci. 2017;40:1193–1200. doi: 10.1002/jssc.201601061. [DOI] [PubMed] [Google Scholar]
- 53.Regtmeier J., Eichhorn R., Viefhues M., Bogunovic L., Anselmetti D. Electrodeless dielectrophoresis for bioanalysis: Theory, devices and applications. Electrophoresis. 2011;32:2253–2273. doi: 10.1002/elps.201100055. [DOI] [PubMed] [Google Scholar]
- 54.Mohammadi M., Madadi H., Casals-Terre J., Sellares J. Hydrodynamic and direct-current insulator-based dielectrophoresis (H-DC-iDEP) microfluidic blood plasma separation. Anal. Bioanal. Chem. 2015;407:4733–4744. doi: 10.1007/s00216-015-8678-2. [DOI] [PubMed] [Google Scholar]
- 55.Srivastava S.K., Artemiou A., Minerick A.R. Direct current insulator-based dielectrophoretic characterization of erythrocytes: ABO-Rh human blood typing. Electrophoresis. 2011;32:2530–2540. doi: 10.1002/elps.201100089. [DOI] [PubMed] [Google Scholar]
- 56.Li M., Li D. Separation of Janus droplets and oil droplets in microchannels by wall-induced dielectrophoresis. J. Chromatogr. A. 2017;1501:151–160. doi: 10.1016/j.chroma.2017.04.027. [DOI] [PubMed] [Google Scholar]
- 57.Crews N., Darabi J., Voglewede P., Guo F., Bayoumi A. An analysis of interdigitated electrode geometry for dielectrophoretic particle transport in micro-fluidics. Sens. Actuators B Chem. 2007;125:672–679. doi: 10.1016/j.snb.2007.02.047. [DOI] [Google Scholar]
- 58.Sadeghian H., Hojjat Y., Soleimani M. Interdigitated electrode design and optimization for dielectrophoresis cell separation actuators. J. Electrostat. 2017;86:41–49. doi: 10.1016/j.elstat.2017.01.012. [DOI] [Google Scholar]
- 59.Song H., Rosano J.M., Wang Y., Garson C.J., Prabhakarpandian B., Pant K., Klarmann G.J., Perantoni A., Alvarez L.M., Lai E. Continuous-flow sorting of stem cells and differentiation products based on dielectrophoresis. Lab Chip. 2015;15:1320–1328. doi: 10.1039/C4LC01253D. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Chen X., Ren Y., Liu W., Feng X., Jia Y., Tao Y., Jiang H. A Simplified Microfluidic Device for Particle Separation with Two Consecutive Steps: Induced Charge Electro-osmotic Prefocusing and Dielectrophoretic Separation. Anal. Chem. 2017;89:9583–9592. doi: 10.1021/acs.analchem.7b02892. [DOI] [PubMed] [Google Scholar]
- 61.Xing X., Yobas L. Dielectrophoretic isolation of cells using 3D microelectrodes featuring castellated blocks. Analyst. 2015;140:3397–3405. doi: 10.1039/C5AN00167F. [DOI] [PubMed] [Google Scholar]
- 62.Adams T.N.G., Jiang A.Y.L., Vyas P.D., Flanagan L.A. Separation of neural stem cells by whole cell membrane capacitance using dielectrophoresis. Methods. 2018;133:91–103. doi: 10.1016/j.ymeth.2017.08.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Zhu H., Lin X., Su Y., Dong H., Wu J. Screen-printed microfluidic dielectrophoresis chip for cell separation. Biosens. Bioelectron. 2015;63:371–378. doi: 10.1016/j.bios.2014.07.072. [DOI] [PubMed] [Google Scholar]
- 64.Zhang J., Yuan D., Zhao Q., Yan S., Tang S.-Y., Tan S.H., Guo J., Xia H., Nam-Trung N., Li W. Tunable particle separation in a hybrid dielectrophoresis (DEP)-inertial microfluidic device. Sens. Actuators B Chem. 2018;267:14–25. doi: 10.1016/j.snb.2018.04.020. [DOI] [Google Scholar]
- 65.D’Amico L., Ajami N.J., Adachi J.A., Gascoynecde P.R.C., Petrosino J.F. Isolation and concentration of bacteria from blood using microfluidic membraneless dialysis and dielectrophoresis. Lab Chip. 2017;17:1340–1348. doi: 10.1039/C6LC01277A. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Huang Y., Pethig R. Electrode design for negative dielectrophoresis. Meas. Sci. Technol. 1991;2:1142–1146. doi: 10.1088/0957-0233/2/12/005. [DOI] [Google Scholar]
- 67.Li Y., Dalton C., Crabtree H.J., Nilsson G., Kaler K.V.I.S. Continuous dielectrophoretic cell separation microfluidic device. Lab Chip. 2007;7:239–248. doi: 10.1039/B613344D. [DOI] [PubMed] [Google Scholar]
- 68.Li H.B., Bashir R. Dielectrophoretic separation and manipulation of live and heat-treated cells of Listeria on microfabricated devices with interdigitated electrodes. Sens. Actuators B Chem. 2002;86:215–221. doi: 10.1016/S0925-4005(02)00172-7. [DOI] [Google Scholar]
- 69.Yang L., Banada P.P., Chatni M.R., Lim K.S., Bhunia A.K., Ladisch M., Bashir R. A multifunctional micro-fluidic system for dielectrophoretic concentration coupled with immuno-capture of low numbers of Listeria monocytogenes. Lab Chip. 2006;6:896–905. doi: 10.1039/b607061m. [DOI] [PubMed] [Google Scholar]
- 70.Demierre N., Braschler T., Muller R., Renaud P. Focusing and continuous separation of cells in a microfluidic device using lateral dielectrophoresis. Sens. Actuators B Chem. 2008;132:388–396. doi: 10.1016/j.snb.2007.09.078. [DOI] [Google Scholar]
- 71.Auerswald J., Knapp H.F. Quantitative assessment of dielectrophoresis as a micro fluidic retention and separation technique for beads and human blood erythrocytes. Microelectron. Eng. 2003;67:879–886. doi: 10.1016/S0167-9317(03)00150-3. [DOI] [Google Scholar]
- 72.Gascoyne P.R.C., Vykoukal J.V. Dielectrophoresis-based sample handling in general-purpose programmable diagnostic instruments. Proc. IEEE. 2004;92:22–42. doi: 10.1109/JPROC.2003.820535. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Ho C.-T., Lin R.-Z., Chang W.-Y., Chang H.-Y., Liu C.-H. Rapid heterogeneous liver-cell on-chip patterning via the enhanced field-induced dielectrophoresis trap. Lab Chip. 2006;6:724–734. doi: 10.1039/b602036d. [DOI] [PubMed] [Google Scholar]
- 74.Hu X.Y., Bessette P.H., Qian J.R., Meinhart C.D., Daugherty P.S., Soh H.T. Marker-specific sorting of rare cells using dielectrophoresis. Proc. Natl. Acad. Sci. USA. 2005;102:15757–15761. doi: 10.1073/pnas.0507719102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Kim U., Qian J., Kenrick S.A., Daugherty P.S., Soh H.T. Multitarget Dielectrophoresis Activated Cell Sorter. Anal. Chem. 2008;80:8656–8661. doi: 10.1021/ac8015938. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Pommer M.S., Zhang Y., Keerthi N., Chen D., Thomson J.A., Meinhart C.D., Soh H.T. Dielectrophoretic separation of platelets from diluted whole blood in microfluidic channels. Electrophoresis. 2008;29:1213–1218. doi: 10.1002/elps.200700607. [DOI] [PubMed] [Google Scholar]
- 77.Khoshmanesh K., Zhang C., Tovar-Lopez F.J., Nahavandi S., Baratchi S., Kalantar-zadeh K., Mitchell A. Dielectrophoretic manipulation and separation of microparticles using curved microelectrodes. Electrophoresis. 2009;30:3707–3717. doi: 10.1002/elps.200900079. [DOI] [PubMed] [Google Scholar]
- 78.Choi S., Park J.K. Microfluidic system for dielectrophoretic separation based on a trapezoidal electrode array. Lab Chip. 2005;5:1161–1167. doi: 10.1039/b505088j. [DOI] [PubMed] [Google Scholar]
- 79.Hunt T.P., Issadore D., Westervelt R.M. Integrated circuit/microfluidic chip to programmably trap and move cells and droplets with dielectrophoresis. Lab Chip. 2008;8:81–87. doi: 10.1039/B710928H. [DOI] [PubMed] [Google Scholar]
- 80.Cetin B., Ozer M.B., Cagatay E., Buyukkocak S. An integrated acoustic and dielectrophoretic particle manipulation in a microfluidic device for particle wash and separation fabricated by mechanical machining. Biomicrofluidics. 2016;10:014112. doi: 10.1063/1.4940431. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Martinez-Duarte R., Camacho-Alanis F., Renaud P., Ros A. Dielectrophoresis of lambda-DNA using 3D carbon electrodes. Electrophoresis. 2013;34:1113–1122. doi: 10.1002/elps.201200447. [DOI] [PubMed] [Google Scholar]
- 82.Iliescu C., Yu L., Tay F.E.H., Chen B. Bidirectional field-flow particle separation method in a dielectrophoretic chip with 3D electrodes. Sens. Actuators B Chem. 2008;129:491–496. doi: 10.1016/j.snb.2007.11.023. [DOI] [Google Scholar]
- 83.Iliescu C., Tresset G., Xu G. Dielectrophoretic field-flow method for separating particle populations in a chip with asymmetric electrodes. Biomicrofluidics. 2009;3:044104. doi: 10.1063/1.3251125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Yu L., Iliescu C., Xu G., Tay F.E.H. Sequential field-flow cell separation method in a dielectrophoretic chip with 3-D electrodes. J. Microelectromech. Syst. 2007;16:1120–1129. [Google Scholar]
- 85.Iliescu C., Xu G.L., Samper V., Tay F.E.H. Fabrication of a dielectrophoretic chip with 3D silicon electrodes. J. Micromech. Microeng. 2005;15:494–500. doi: 10.1088/0960-1317/15/3/009. [DOI] [Google Scholar]
- 86.Iliescu C., Tresset G., Xu G. Continuous field-flow separation of particle populations in a dielectrophoretic chip with three dimensional electrodes. Appl. Phys. Lett. 2007;90:234104. doi: 10.1063/1.2747187. [DOI] [Google Scholar]
- 87.Iliescu C., Yu L., Xu G., Tay F.E.H. A dielectrophoretic chip with a 3-D electric field gradient. J. Microelectromech. Syst. 2006;15:1506–1513. doi: 10.1109/JMEMS.2006.883567. [DOI] [Google Scholar]
- 88.Zeinali S., Cetin B., Oliaei S.N.B., Karpat Y. Fabrication of continuous flow microfluidics device with 3D electrode structures for high throughput DEP applications using mechanical machining. Electrophoresis. 2015;36:1432–1442. doi: 10.1002/elps.201400486. [DOI] [PubMed] [Google Scholar]
- 89.Jia Y., Ren Y., Jiang H. Continuous dielectrophoretic particle separation using a microfluidic device with 3D electrodes and vaulted obstacles. Electrophoresis. 2015;36:1744–1753. doi: 10.1002/elps.201400565. [DOI] [PubMed] [Google Scholar]
- 90.Wang Y., Wang J., Wu X., Jiang Z., Wang W. Dielectrophoretic separation of microalgae cells in ballast water in a microfluidic chip. Electrophoresis. 2019;40:969–978. doi: 10.1002/elps.201800302. [DOI] [PubMed] [Google Scholar]
- 91.Martinez-Duarte R., Gorkin R.A., III, Abi-Samra K., Madou M.J. The integration of 3D carbon-electrode dielectrophoresis on a CD-like centrifugal microfluidic platform. Lab Chip. 2010;10:1030–1043. doi: 10.1039/b925456k. [DOI] [PubMed] [Google Scholar]