Kana
Fujiwara‡
abc,
Yumiko
Takagi‡
ab,
Mamoru
Tamura
bd,
Mika
Omura
be,
Kenta
Morimoto
be,
Ikuhiko
Nakase
*be,
Shiho
Tokonami
*bc and
Takuya
Iida
*ab
aDepartment of Physics, Graduate School of Science, Osaka Metropolitan University, 1-2, Gakuen-cho, Naka-ku, Sakai, Osaka 599-8570, Japan. E-mail: t-iida@omu.ac.jp
bResearch Institute for Light-induced Acceleration System (RILACS), Osaka Metropolitan University, 1-2, Gakuen-cho, Naka-ku, Sakai, Osaka 599-8570, Japan. E-mail: tokonami@omu.ac.jp; i-nakase@omu.ac.jp
cDepartment of Applied Chemistry, Graduate School of Engineering, Osaka Metropolitan University, 1-2, Gakuen-cho, Naka-ku, Sakai, Osaka 599-8570, Japan
dDepartment of Materials Engineering Science, Graduate School of Engineering Science, Osaka University, 1-3, Machikaneyama-cho, Toyonaka, Osaka 560-8531, Japan
eDepartment of Biological Chemistry, Graduate School of Science, Osaka Metropolitan University, 1-2, Gakuen-cho, Naka-ku, Sakai, Osaka 599-8570, Japan
First published on 12th July 2023
Extracellular vesicles (EVs), including nanoscale exosomes and ectosomes, hold promise as biomarkers that provide information about the cell of origin through their cargo of nucleic acids and proteins, both on their surface and within. Here, we develop a detection method of EVs based on light-induced acceleration of specific binding between their surface and antibody-modified microparticles, using a controlled microflow with three-dimensional analysis by confocal microscopy. Our method successfully detected 103–104 nanoscale EVs in liquid samples as small as a 500 nanoliters within 5 minutes, with the ability to distinguish multiple membrane proteins. Remarkably, we achieved the specific detection of EVs secreted from living cancer cell lines with high linearity, without the need for a time-consuming ultracentrifugation process that can take several hours. Furthermore, the detection range can be controlled by adjusting the action range of optical force using a defocused laser, consistent with the theoretical calculations. These findings demonstrate an ultrafast, sensitive, and quantitative approach for measuring biological nanoparticles, enabling innovative analyses of cell-to-cell communication and early diagnosis of various diseases, including cancer.
New conceptsIn this study, we introduce an unconventional method for rapid, sensitive, and specific detection of biological nanoparticles containing information about the original cell. Our approach allows for control of the detection range under manipulating the action range and strength of the optical force in conjunction with three-dimensional analysis using confocal microscopy. This method significantly improves the sensitivity, the precision, and the detection time in comparison with conventional methods, such as ELISA, while maintaining the specificity of the antibodies used. Notably, we demonstrate successful detection of EVs with target membrane proteins secreted from living cells, without the need for ultracentrifugation processes. Our developed method leverages the effects of optical and microfluidic pressures to accelerate molecular recognition, enabling selective trapping of nanoscale biological samples. This approach overcomes the bottlenecks of previous research on detection efficiency and operation time associated with the complexities of conventional methods, and holds promise for the next generation of liquid biopsy in cancer marker detection and other biological applications. |
Although these conventional methods for the detection and interaction analysis of nanoscale EVs and proteins have a proven track record in research applications, clinical practices require high sensitivity in addition to the advantages of simplicity and speed. For example, the SARS-CoV-2 virus, which is responsible for the COVID-19 pandemic, is a biological nanoparticle with a similar size to nanoscale EVs.21 Rapid and accurate detection of infected individuals can help prevent disease clusters and the spread of virus infection. In addition, biopsies in cancer screening, which involve tissue excision from organs and are associated with risks of human error, patient discomfort, and time-consuming procedures, can be replaced with liquid biopsy using body fluids such as blood, saliva, and urine to detect disease-related proteins. Liquid biopsy is gaining increasing attention as a non-invasive alternative for diagnosis.22–24 This process is simpler, quicker, and less invasive as it requires only the collection of body fluids for testing. Simplicity, speed of pre-treatment, and high sensitivity in measurement are important attributes of liquid biopsies.
Pre-treatment such as separation by ultracentrifugation is necessary for detecting nanoscale EVs, representing a significant bottleneck in research and development. If nanoscale EVs can be easily guided and concentrated at a targeted location for the observation, these limitations of current detection methods may be overcome. Research on optical manipulation at the nanoscale and microscale has made great progress in recent years. Optical tweezers have been developed to manipulate and trap microscopic materials without destruction and contact, using gradient forces proportional to the intensity gradient of electromagnetic fields generated by a focused laser. These tweezers can capture cells, microbes, and biomolecules;25–27 control the motion of semi-conductor quantum dots and metallic nanoparticles;28,29 and are now being used across the fields of physics, chemistry, and biology. There are also successful examples of the assembly of nanoparticles and bacteria using thermo-hydrodynamic effects (i.e., light-induced convection) and bubbles generated in high-temperature conditions as aggregation sites, based on the photothermal effect of optically responsive materials (substrates and particles).30,31 Trace DNA detection through the formation of sub-millimetre-order aggregates has also been proposed, which uses the synergistic effect of light-induced force and photothermal convection to accelerate the double-strand formation between target DNA and single-stranded DNA modified on the surface of gold nanoparticles.32
Furthermore, the analysis of proteins using light-induced convection and bubbles due to the marked photothermal effect in dense systems of metal nanoparticles has been attempted.33 Additionally, this light–matter interaction was further enhanced in a narrow space in a microfluidic channel using pressure-driven flow, which enabled the detection of femtogram-level proteins with photothermal probe particles34 and accelerated the antigen–antibody reaction of attogram-level proteins with non-thermal probe particles.35 Thus, detection of proteins with high specificity would be expected using antibody-modified microparticles without light absorption to avoid thermal damage while using the same narrow space. However, it is unclear whether the same method can be applied to the highly sensitive and rapid detection of biological nanoparticles expressing proteins on their surface, such as EV. Moreover, there have been limited discussions on the effects of the intensity and action range of the optical force on the detection efficiency.
Therefore, the aim of this study was to develop a method that can effectively detect nanoscale EVs derived from several types of cancer cells by distinguishing the surface membrane-expressed proteins from others. Toward this end, we used the human colorectal cancer cell line HCT116 and the human lung cancer cell line A549 as models, with surface expression of CD9 and CD63 as the targets for optical condensation detection in a narrow space under the optical system, as demonstrated in Fig. 1a and b. Probe microparticles (MPs) modified with antibodies (anti-CD9 and anti-CD63 antibodies) that could specifically bind to these proteins were introduced into the microfluid channels. We then attempted to control the action range and intensity of the optical force, and further explored the mechanism of light-induced assembly and the possibility of micro-detection under the assistance of pressure-driven flow.
A combination of nanoscale EVs derived from HCT116 colorectal cancer cells was introduced into a microfluidic channel with a flow rate of 0.1 μL min−1 along with anti-CD63 antibody-modified probe MPs that selectively binds to surface proteins on nanoscale EVs. Green fluorochrome-doped polymer beads with a diameter of 2 μm were used as probe MPs to generate a strong dissipative force through Mie scattering at a wavelength of 1064 nm (Fig. 1c and d). The nanoscale EVs and probes were introduced into the channel at a constant rate using pressure-driven flow via a syringe pump. Optical condensation was achieved by applying a dissipative force to the probe MPs through irradiation with a continuous-wave (CW) laser of 1064 nm wavelength and 265 mW power, focused by a 40× objective lens with a numerical aperture of 0.6 from above under pressure-driven flow. The position of the laser focal point was set at 65 μm below the bottom of the channel for light-induced assembly (refer to Fig. S1 in the ESI† for details of the optical system used for optical condensation). The laser irradiation was set for 5 minutes to trap the nanoscale EVs and probe MPs at the solid–liquid interface at the bottom of the channel. The structures formed at the bottom of the channel were then observed 30 seconds after irradiation using two-dimensional (2D) transmission imaging under halogen-lamp irradiation and three-dimensional (3D) confocal imaging at an excitation wavelength of 488 nm (refer to Experimental). The higher the concentration of EV standard, the larger the size of the dark area with low transmittance in the 2D transmission image (Fig. 1c), and the larger the stereo image of green fluorescence in the 3D confocal image (Fig. 1d). The damage due to the photothermal effect was negligible because both the probe MPs and the nanoscale EVs have almost no optical absorption in the infrared wavelength range.
The assembly area (the area of the first layer of assembled probe MPs indicating the trapping site modified with antibodies) and the multi-layered area (black region obtained from the optical transmission image) as shown in Fig. 1b and c, and the ratio of the multi-layered area to the assembly area was plotted on the vertical axis as a function of the concentration of HCT116 EV standard (representing the concentration of the membrane protein) (Fig. 2a–c). The size of the 3D structure was then plotted as a function of the concentration of EV standard in the xz-cross-section area of the 3D confocal image (see Fig. S2 in the ESI†), showing the same concentration dependence, as demonstrated in Fig. 2b and c. This indicates that the aggregation formed by the optical condensation can be represented as 3D accumulated structures. A negative control experiment of light-induced assembly was performed by introducing calnexin as a target protein along with anti-CD63 antibody-modified probe MPs to confirm that these structures were formed by the antigen-antibody reaction. Calnexin is a molecular chaperone in the endoplasmic reticulum, which is involved in the folding and assembly of newly synthesized proteins, thus serving as a negative control for HCT116-derived nanoscale EVs.36 As a result, even at high concentrations of calnexin, a limited multi-layer structure was formed with no concentration dependence (Fig. S3 and S4 in the ESI†). These results indicated that light-induced acceleration of specific binding of the anti-CD63 antibodies on the surface of the probe MPs to the CD63 on the surface of HCT116-derived nanoscale EVs led to a multi-layered 3D structure of microparticles (Fig. 1c, d and Fig. 2). This also indicates that quantitative detection by optical condensation of nanoscale EVs can be achieved within only 5 min. The concentration of nanoscale EVs in 1 mg mL−1 of stock solution was 3 × 1011 EVs per mL. Furthermore, 0.05 μg mL−1 corresponds to 1.5 × 107 EVs per mL, which means 3.75 × 103 nanoscale EVs were contained in 500 nL after mixing probe MPs with the target sample liquid.
CD9, a membrane protein, is also expressed on the surface of nanoscale EVs derived from HCT116 cells. Similar experiments conducted using anti-CD9 antibody-modified probe MPs revealed that the ratio of the multi-layered area was higher compared to targeting CD63, as depicted in Fig. 3a. The relationship between the detected amount in optical condensation detection and the absorbance measurement in ELISA (Fig. 3c) showed a significant correlation, indicating that high linearity and low standard deviation can be achieved even at concentrations that are one to two orders of magnitude lower than the limit of detection (1.25 μg mL−1). In the case of A549 cells, CD63 exhibited a higher signal compared to CD9 in the detection of nanoscale EVs. As seen in Fig. 3b, the ratio of the multi-layered area was larger, suggesting that the expression level of CD63 is higher than that of CD9, which is consistent with the trend observed in ELISA (Fig. 3d).
In contrast to ELISA, which requires 100 μL of sample and 5–6 h for detection, including incubation and washing processes, the optical condensation detection method developed in this study enables rapid quantitative evaluation after only 5 min of laser irradiation, with higher sensitivity by one to two orders of magnitude. Only approximately 500 nL of liquid passes through the cross-section of the microchannel in 5 min, which is a very small sample volume. Additionally, the laser spot can be adjusted to the sub-millimetre area to collect many probe particles and target nanoscale EVs. Furthermore, the automatic washing process by pressure-driven flow eliminates the complexity of the operation and reduces the detection time. These features of our developed microflow-type optical condensation overcome conventional methods from the viewpoints of detection time, sample volume, and limit of detection, as shown in Table 1.
Method | Detection time | Label | Sample volume | Limit of detection (μg mL−1) |
---|---|---|---|---|
This work | 5 minutes | Unnecessary | 500 nL | 0.05 |
ELISA | 5–6 hours | Necessary | 100 μL | 1–2 |
SPR sensor | 3–4 hours | Unnecessary | 100 μL | 1 |
We further aimed to increase the sensitivity of microflow-type optical condensation detection by controlling the optical force (the dissipative force due to photon momentum transfer) through modulation of the laser focal point (Fig. 5 is the simulation result corresponding to the experiment in Fig. 4). The ratio of the multi-layered area to the first layer, as an indicator of the aggregate size, was evaluated for each dispersed target concentration. Although a positive correlation was determined between the target concentration and the percentage of the multi-layered area, the effect of the range and intensity of optical force on the light-induced assembly of probe particles was further investigated by changing the focal position of the laser. The size of the laser spot can be controlled by shifting the laser focal point by 45, 65, and 94 μm in the vertical direction below the channel bottom. The more the focal point is shifted downward, the wider the range of light-induced assembly that is observed (Fig. S5 and S6 in the ESI†). The distance from the bottom of the channel to the focusing position may be defined as the “focusing distance” (FD). The slope was maximal at FD = 45 μm, where the spot size was the smallest, and with relatively small error bars at a linearity of 1.0 μg mL−1 or less (Fig. S7 in the ESI†). This is considered to be due to the increased laser power (intensity) per unit area and the enhanced dissipative force as a result of the smaller spot size. It is worth noting that the lower limit of detection of the conventional ELISA method is 1.25 μg mL−1, whereas using our method, the sensitivity increased by more than one order of magnitude and a calibration curve with good linearity (p < 0.001, R2 = 0.998) was obtained at FD = 65 μm. Furthermore, it is significant to note that such high-sensitivity detection was achieved after only 5 min of laser irradiation. However, a significant decrease was observed in the slope of the ratio of the multi-layered area with FD = 45 μm in the region between 1.0 and 2.5 μg mL−1 compared to the low-concentration region with a target concentration of 1.0 μg mL−1 or less. Such a decrease may be due to the saturation of the trapping sites formed in the first layer since the area of the trapping site gets smaller for the smaller FD. It is expected that the detection range may be controlled by modulating the spot diameter. These results indicate the possibility of stable multi-layer formation and control of the detection range of the target by increasing the dissipative force with increasing laser intensity.
The effect of spot diameter on aggregate formation was investigated through theoretical analysis (Fig. 5) by solving the equation of motion based on the Euler method considering the discrete element model with optical force, interparticle contact force, drag force, gravitational force, and random force described in ref. 35. During the process of light-induced assembly, probe particles dispersed randomly were trapped by a dissipative force exerted by the large laser spot causing them to accumulate into a monolayer due to interaction with the channel wall (Fig. 5a, b and c; cohesive energy density, 0 J m−3). If the target objects were located near the beam waist, they would bind to antibodies on the surface of the probe particles, leading to cross-linking of the beads, and formation of a multi-layered structure, with the first layer serving as the trapping site. The size of the spot diameter at the bottom of the channel depending on FD, had a significant impact on the light-induced assembly process (Fig. 5d–f; cohesive energy density, 100 J m−3). A smaller FD resulted in a narrower spot diameter at the bottom of the channel and a higher laser intensity at the laser spot. Since the dissipative force is proportional to the scattering cross-section of particles and the laser intensity, and the area of the light-induced aggregates was dependent on the focal position. Additionally, the smaller the FD, the larger the multi-layered structure obtained along the optical axis. Although the maximum slope occurred at FD = 45 μm in Fig. 4c, the ratio of the multi-layered area was larger at FD = 65 μm at very low concentrations. This could be attributed to the fact that the spot diameter at FD = 45 μm was too small for the channel width, resulting in reduced accumulation efficiency as targets passing outside the laser spot could not be trapped. On the other hand, at FD = 94 μm, the weaker dissipative force of the laser beam resulted in unstable aggregates that were almost completely swept away in the latter half of the simulation (Movie S6, ESI†), as observed in Fig. 4 and Fig. S7 (ESI†). These results suggest that the detection range and sensitivity can be controlled via the optical force by appropriately setting the association between the spot diameter and channel width.
Fig. 4 (a) Schematic diagram of the relationship between the focusing distance (FD) and the laser spot diameter at the bottom of the microchannel. (b and c) The ratio of the multi-layered area at each FD. Error bars present the standard deviations (n = 3). The assembly area and multi-layered area at each FD are presented in Fig. S5 of the ESI.† |
Fig. 5 Theoretical results of light-induced assembly of microparticles at each focusing distance (FD; 45 μm, 65 μm, 94 μm) by optical force in a microchannel (volume flow rate: 0.05 μL min−1, laser power: 265 mW). The laser was irradiated during the initial 3 s and was then turned off subsequently. The colour of the particles indicates the time elapsed since the particle appeared from the inlet (blue: 0 s, white: 1 s, red: 2 s). (a–c) Cohesive energy density, 0 J m−3 (see also Movies S1, S3 and S5 in the ESI†). (d–f) Cohesive energy density, 100 J m−3 (see also Movies S2, S4 and S6 in the ESI†). |
Next, after the procedure in Fig. S8 (ESI†), we performed the specific detection of the nanoscale EVs from the supernatant of our cultivated HCT116 cell line with high linearity after the ultracentrifuge (Fig. 6a), where these EVs may contain 6.68 × 104 nanoscale EVs expressing membrane protein CD63 on their surfaces from the corresponding ratio of the multi-layered area (broken red lines: 0.89 μg mL−1 in the inset of Fig. 2c and 11.4 μg mL−1 in Fig. 6a). Remarkably, in Fig. 6b after the simple process in Fig. 6c, we also confirmed positive correlation in the detection curve after the light-induced detection of proteins by anti-CD63 antibody-modified MPs from the supernatant of HCT116 cells even without ultracentrifugation. Although the protein concentration was slightly over estimated in comparison with Fig. 6a, the high linearity in the region lower than 40 μg mL−1 indicates the selective detection of nanoscale EVs expressing CD63 on their surfaces. In fact, nanoparticles of 100 nm in diameter were observed by scanning electron microscope (SEM) and the nanopore analytical system, as shown in Fig. S9 (ESI†). These results strongly support that we can omit the ultracentrifuge process requiring several hours in the detection process of nanoscale EVs by using our developed microflow-type optical condensation method.
Fig. 6 Detection curves of EVs from the diluted cell supernatant of the cultured HCT116 cell line, (a) after the ultracentrifugation process in Fig. S8 (ESI†), and (b) without the ultracentrifugation as shown in (c). Error bars are standard deviations (n = 3). The inset of (c) is the optical microscope image of HCT 116 cells (40×). |
The laser spot diameter was 2.6 μm at the focal point, and the laser power was determined with a laser power meter (UP17O-H5 and TUNER, Gentec Electro-Optics, Canada), and the spot position was controlled to the defocused condition to generate optical pressure over a wide region. Optical transmission images of the assembled structure were recorded using a CCD camera (DS-Filc-L3, Nikon, Japan) under irradiation with white light from a halogen lamp after 5 min of laser irradiation. The cross-sectional areas of the assembled structure and multi-layered structure (black region) were analysed using commercial software (NIS Elements, Nikon, Japan).
Each antibody was modified with streptavidin–Fluoresbrite YG-coated microspheres (Polysciences, 24159), which were with 2-μm diameter. The stock solutions (1 mg mL−1) of the biotinylated antibodies were diluted to 20 μg mL−1 with the same phosphate buffer as that used for the exosome dilution. First, the microspheres were diluted to 5.30 × 108 particles per mL with phosphate buffer and washed five times via centrifugation (10000 × g, 5 min). After the last wash, the microspheres were resuspended in phosphate buffer at 1.06 × 109 particles per mL. The prepared solutions of the streptavidin-conjugated microspheres and biotinylated antibodies were mixed in equal amounts and incubated for 1 h at 42 °C. The mixture was then removed from the incubator and washed thrice. The prepared antibody-modified probe MPs were left to stand overnight at 4 °C.
Footnotes |
† Electronic supplementary information (ESI) available: Fig. S1–S9 and Movies S1–S6. See DOI: https://doi.org/10.1039/d2nh00576j |
‡ These authors contributed equally to this work. |
This journal is © The Royal Society of Chemistry 2023 |