Mengdi
Bao
a,
Stephen J.
Dollery
b,
FNU
Yuqing
a,
Gregory J.
Tobin
b and
Ke
Du
*a
aDepartment of Chemical and Environmental Engineering, University of California, Riverside, CA, USA. E-mail: ke.du@ucr.edu
bBiological Mimetics, Inc., 124 Byte Drive, Frederick, MD 21702, USA
First published on 20th November 2023
CRISPR technology has gained widespread adoption for pathogen detection due to its exceptional sensitivity and specificity. Although recent studies have investigated the potential of high-aspect-ratio microstructures in enhancing biochemical applications, their application in CRISPR-based detection has been relatively rare. In this study, we developed a FRET-based biosensor in combination with high-aspect-ratio microstructures and Cas12a-mediated trans-cleavage for detecting HPV 16 DNA fragments. Remarkably, our results show that micropillars with higher density exhibit superior molecular binding capabilities, leading to a tenfold increase in detection sensitivity. Furthermore, we investigated the effectiveness of two surface chemical treatment methods for enhancing the developed FRET assay. A simple and effective approach was also developed to mitigate bubble generation in microfluidic devices, a crucial issue in biochemical reactions within such devices. Overall, this work introduces a novel approach using micropillars for CRISPR-based viral detection and provides valuable insights into optimizing biochemical reactions within microfluidic devices.
In recent years, the use of high-aspect-ratio micro/nanostructures in biochemical applications has sparked a growing interest.11,12 These structures provide more binding sites for molecules and offer morphological features that promote effective interactions with surface probes during biochemical reactions.13,14 As an example, zinc oxide (ZnO) nanorods were integrated as the working electrode in an electrochemical biosensor.15 These nanostructures offer an extended surface area for immobilizing antibodies, resulting in significantly lower limits of detection compared to traditional assays. In a separate work, ZnO served as a scaffold for capturing avian influenza virus.16 When incorporated with the gold-nanoparticle colorimetric reaction, the ZnO-based detection platform demonstrated one order of magnitude improvement sensitivity over conventional fluorescence-based ELISA. Similarity, in an example of microstructures, Movilli et al. introduced densely structured micropillars for electrochemical DNA detection.17 The high-aspect-ratio micropillar array displayed up to one order of magnitude higher sensitivity compared to conventional flat substrates. Likewise, Bandaru et al. developed a high-throughput micropillar and microwell array, leading to a remarkable improvement in the capture efficiency of biomarkers secreted by cancer cells.18
In our previous research, we successfully demonstrated the enhanced molecular binding achieved using micropillars fabricated through photolithography.19 Additionally, we highlighted the versatility of the micropillar arrays as effective platforms for CRISPR-based nucleic acid detection, showing that a 40% higher probe binding load is achieved with the extend surface.19 However, the aspect ratio of the micropillars was limited at ∼1.2:1 due to fabrication constrains. In addition, the quantitative correlation between micropillar density and binding capacity remained unexplored. Therefore, in this study, we aimed to address two crucial knowledge gaps: (1) investigating the impact of density variations on molecular binding capacities, and (2) establishing a direct correlation between micropillar density and detection sensitivity, thereby evaluating their potential for enhancing CRISPR-based nucleic acid detection. To achieve these objectives, we adopted a laser micromachining approach to fabricate higher-aspect-ratio (height: 300 μm, top diameter: 25 μm) polydimethylsiloxane (PDMS) micropillars, rather than using the conventional photolithography method. We introduced a Förster resonance energy transfer (FRET)-based biosensor, combined with Cas12a-mediated trans-cleavage for the detection of human papillomavirus (HPV) targets. Quantum dots (QDs) were chosen as the FRET donor, while single-stranded DNA (ssDNA) with an Iowa RQ linker (quencher probes) acted as the acceptor, quenching the fluorescence intensity of QDs. Upon the introduction of the target, activated Cas12a degraded the ssDNA quencher probes, resulting in QDs emitting high fluorescence signals in the channel.
Our results demonstrated that micropillars with higher density exhibited enhanced molecular binding and improved detection sensitivity, establishing a clear connection between micropillar density and their performance in viral detection. Additionally, we explored two surface chemical treatment methods to determine their effectiveness for the developed FRET assay. Furthermore, we presented a simple and effective approach to reduce bubble generation in microfluidic devices, addressing a crucial issue in biochemical reactions within such devices. This study not only presents a novel research approach utilizing micropillars for CRISPR-based viral detection, but also offers valuable insights into improving biochemical reactions within microfluidic devices.
To fabricate the micropillars, a laser micromachining approach was employed to create through-microholes with a diameter of 25 μm on a tungsten substrate (thickness: 300 μm).21 Subsequently, a mixture of PDMS and its curing agent was prepared and poured onto the tungsten substrate, forming PDMS micropillars through the process of soft lithography.22 The utilization of laser micromachining was preferred over traditional photolithography, as it overcomes the limitations of low-aspect-ratio and enables the production of micropillars with a taper angle. This taper angle (∼3°) proved advantageous for facilitating the observation of conjugated QDs on the side walls of the micropillars through a top-down view in microscope. Fig. 1d presents the microscope and SEM images of the micropillar array, providing visual evidence of the uniform shape, consistent spacing, and presence of a taper angle in each micropillar.
Having successfully fabricated well-defined micropillars, we proceeded to investigate the relationship between micropillar density and its molecular binding capacity. To examine this, we prepared micropillar arrays with three different pitch distances (109 μm, 147 μm, and 197 μm) and conjugated them with QDs. We evaluated the binding capacity by comparing the fluorescence intensity of the conjugated QDs, and the result is presented in Fig. 2a. Remarkably, the micropillars with a pitch distance of 109 μm exhibits the highest fluorescence signals, approximately five times greater than those observed for the 197 μm micropillars. The micropillars with a center-to-center distance of 147 μm shows the second-highest fluorescence signals, approximately three times greater than those of the 197 μm micropillars. The finding demonstrates a positive correlation between micropillar density and molecular binding capacity, indicating that higher density micropillars have a greater capacity to bind molecules. To visually validate these results, Fig. 2b presents a fluorescence image of the micropillar array with different densities, further emphasizing that micropillars with higher density possess enhanced binding capability, allowing for increased QD conjugation.
As previously mentioned, the FRET assay developed in this study employed QDs as the donor and ssDNA with Iowa RQ linker as the acceptor. A crucial requirement for a successful FRET reaction is a spectral overlap between the donor's emission and the acceptor's absorption.23,24Fig. 3a illustrates an overlap between the absorbance spectra of RQ and the emission spectra of QDs at 605 nm, confirming their suitability as an optimal pair for the FRET assay. Typically, in previous studies, PDMS surfaces were treated with APTMS and glutaraldehyde (GA) sequentially to immobilize streptavidin.25,26 However, we observed that the reaction products of APTMS and GA could generate a Cy3 analogue with strong auto-fluorescence signals,27 which overlaps with the absorbance spectra of the quencher probes (Fig. 3b) and could potentially interfere with the quenching effect. To address the issue of autofluorescence, an alternative method utilizing only APTMS for QD conjugation onto PDMS surface was proposed. Two identical channels were subjected to different treatments: one with APTMS alone, and the other with a combination of APTMS and GA. Following the treatments, QDs and quencher probes were immobilized onto the channels, and the fluorescence intensity was measured before and after the probe conjugation step. The results of the experiment, as shown in Fig. 3c, reveals significant differences in the fluorescence intensity between the two treatment approaches. The channel treated with APTMS alone exhibits a substantial reduction in QD fluorescence signal after the immobilization of the quencher probes. In contrast, the channel treated with APTMS and GA shows only a slight decrease in fluorescence intensity following the probe conjugation. The findings suggest that using APTMS alone for QD conjugation is more effective in minimizing autofluorescence and facilitating an effective FRET reaction, as compared to the APTMS and GA combination.
To evaluate the reliability of the proposed surface modification approach, we conducted an experiment involving different concentrations of QDs conjugated onto PDMS surface. The fluorescence intensities of the PDMS were measured both before and after treatment with quencher probes to assess the effectiveness of the quenching process. Fig. 4 illustrates the results of this evaluation. Identical micropillar channels (pitch distance: 109 μm) were treated with QD concentrations ranging from 1 to 125 nM, followed by treated with 43 μM of quencher probes. Remarkably, all the QD concentrations, including 1 nM, 5 nM, 25 nM, and 125 nM, are effectively quenched by the quencher probes. The PDMS treated with 1 nM of QD exhibits the lowest difference in fluorescence intensity before and after quencher probes conjugation. This observation can be attributed to the relatively low concentration of QDs, which may result in lower fluorescence signals. Nonetheless, even at this low concentration, quencher probes are still able to effectively quench the fluorescence of QDs. This highlights the versatility of our surface modification approach in facilitating efficient quenching across a wide range of QD concentrations.
To assess the ability of CRISPR to identify HPV 16 fragment, CRISPR-Cas12a reactions were performed in microtubes with fluorophore–quencher probes as substrates. In the presence of the target, Cas12a would undergo a transformation into a nuclease and cleave these substrates, resulting in the release of the fluorophore and generating high fluorescence signals in the solution. The concentration of HPV 16 target input is 10 ng μL−1. For systematic evaluation, six reactions labeled as #A to #F were conducted, each containing different combinations of components (table inside Fig. 5). The presence or absence of a specific component in each reaction was indicated by the symbols “+” and “−”, respectively. The reaction was incubated at 37 °C for 1 h. The results presented in Fig. 5 demonstrate that the normalized intensity of reaction #A, which contains all the necessary components, is significantly higher compared to the other reactions where certain components were lacking. This finding strongly suggests that the CRISPR-Cas system can effectively identify the HPV 16 fragment.
Next, an experiment was carried out to determine the optimal concentration of quencher probes in the FRET-CRISPR detection system. The objective was to identify the concentration that would yield the most significant fluorescence difference between positive sample (with HPV 16 input) and negative control (no input). Positive samples contain 10 ng μL−1 of HPV 16 target, while negative samples are blank without no dsDNA input. The results, depicted in Fig. 6, reveals that the use of 30 μM quencher probes generates the highest fluorescence difference. At a concentration of 16.7 μM, the low concentration of quencher probes proves insufficient to effectively quench the fluorescence intensity of the QDs. As a result, the fluorescence difference between the positive and negative samples is not significant. When using 43 μM quencher probes, an excessive amount is present, which is not fully degraded by Cas in the positive sample. Consequently, no significant fluorescence readouts are observed in the channel. Based on this finding, a concentration of 30 μM was deemed optimal for the quencher probes in the subsequent experiments.
To evaluate the potential enhancement of detection sensitivity using micropillars with higher density, two types of micropillars were employed: one with a pitch distance of 197 μm and the other with a pitch distance of 109 μm. The FRET-CRISPR reaction was conducted using serially diluted HPV 16 fragments, and the assay's sensitivity was assessed based on the fluorescence intensity of the micropillar arrays. The results, illustrated in Fig. 7a, indicate that when using the micropillar with a pitch distance of 197 μm, the surface intensities of the target input at 10 and 1 ng μL−1 are higher compared to those at 0.001, 0.01, and 0.1 ng μL−1. This suggests that the detection limit of the micropillars with a pitch distance of 197 μm is 1 ng μL−1. Fig. 7b demonstrates a linear decrease in intensities of 109 μm with concentrations of 0.1, 1, and 10 ng μL−1, all of which are higher than those of 0.01 and 0.001 ng μL−1 HPV 16 target. This indicates that the micropillar with a pitch distance of 109 μm has a lower detection limit of 0.1 ng μL−1. The sensitivity of the micropillars with higher density (pitch distance: 109 μm) is higher than that of the micropillars with lower density (pitch distance: 197 μm). This highlights the enhanced effectiveness of utilizing high-aspect-ratio micropillars in achieving improved detection sensitivity. As the micropillars with a pitch distance of 109 μm demonstrated better sensitivity, we proceeded to evaluate the detection specificity using these higher density micropillars. To assess specificity, we selected the HPV 18 fragment for testing, as HPV 16 and HPV 18 share significant sequence similarities. As depicted in Fig. 7c, the channel's intensity with HPV 16 fragment input is higher than that of HPV 18 and the blank sample. This observation indicates that the FRET-CRISPR system exhibits high detection specificity, as it can effectively distinguish between fragments with sequence similarities, such as HPV 16 and HPV 18.
Moreover, this research sheds light on the potential of micropillar arrays as reliable platforms for biochemical experiments by integrating CRISPR-Cas assays. Specifically, by employing the designed FRET-CRISPR assay, channels with higher micropillar density exhibit enhanced detection sensitivity compared to those with lower micropillar density. This finding highlights the capacity of microstructures to augment the sensitivity of CRISPR-based assays. Future improvements in detection sensitivity can be pursued by exploring micropillars with higher aspect ratios.28,29 Recent studies have revealed that the edges of micropillars can contribute to increased surface molecular capacity,30 presenting another avenue to enhance the detection sensitivity of CRISPR-Cas assays. In addition, the rapid development of microscale additive manufacturing techniques could potentially further increase the detection sensitivity by incorporating multi-scale hierarchical structures.31,32
This study makes a significant contribution by evaluating two chemical modification approaches for PDMS surfaces. The approaches involve treating the surfaces with APTMS alone or APTMS and glutaraldehyde. Our results show that both treatments have comparable molecular binding capacities. However, when coupled with FRET assays, which involve quenching the fluorescence intensities of immobilized QDs using attached quencher probes, the surface treated with APTMS alone exhibits a higher fluorescence difference before and after quenching and the treatment protocol is simpler without using glutaraldehyde. This finding not only enhances the current study but also provides valuable insights that can guide and inform future studies and applications involving FRET-based assays.33,34
Another significant contribution of this study is the development of a valuable method to prevent bubble formation in PDMS channels. PDMS is known for its highly hydrophobic nature, which often leads to the formation of bubbles when fluids are introduced into the channels.35 These bubbles can get trapped inside a microfluidic device, potentially causing dis-uniform in downstream biochemical reactions. To address this issue, a simple and effective approach was implemented in this research (Fig. S1†). The PDMS channels were subjected to vacuuming and then immersed in water, allowing the trapped air inside the channels to be withdrawn by filling the channels with water. Unlike some published methods that require specific chemical coatings to prevent bubble formation,36,37 which may interfere with downstream biochemical reactions, our approach is versatile, straightforward, and compatible with a wide range of biochemical reactions conducted within the channels.38,39
Human papillomavirus is responsible for over 90% of cervical cancers, making it the fourth deadliest cancer in women and the most prevalent pathogen associated with female cancers.40 In our study, we specifically targeted the HPV 16 fragment for detection due to its significant carcinogenic potential, being present in approximately 50% of cervical cancer cases.41 To ensure the specificity of the FRET-CRISPR detection method developed in this work, we utilized the HPV 18 fragment as the negative control. Although both HPV 16 and HPV 18 are high-risk HPV types, they differ in terms of cancer histological types and clinical management.42,43 Thus, employing HPV 18 as the negative control enabled us to simulate clinical scenario to discriminate between these two high-risk HPV types. Since the guide RNA can be precisely programmed to identify specific target sequences, our approach can be expanded to encompass the detection of diverse pathogens exhibiting comparable strains.
The study began by preparing the HPV target, amplifying the 0.02 ng μL−1 HPV dsDNA through recombinase polymerase amplification, and subsequently conducting on-chip detection. The sensitivity was exclusively calculated for CRISPR-Cas12a detection in this work. By including front-end target amplification, a detection sensitivity of 0.02 ng μL−1 can be achieved. Importantly, it has been demonstrated by numerous groups that the incorporation of front-end amplification can extend the detection limit of DNA/RNA targets by 100000 folds, indicating significant potential in meeting the clinically relevant range.8–10 CRISPR-Cas systems offer a unique advantage due to their high tolerance for impurities in reaction solutions.5,6 Recent research has shown that clinical samples obtained from cervical swabs can be prepared simply by heating them at 95 °C for 10 min, followed by CRISPR-based detection for the HPV target.7 While our work does not yet detect clinical samples, it shows promising potential in its ability to tolerate a wide range of impurity within the samples.
In this study, ten different micropillar channels were actuated using a multi-syringe pump, allowing for the simultaneous execution of multiplex reactions. To address the growing demand for multiplex detection in clinical settings, the current single-layer PDMS channel design can be upgraded to a double-layer channel configuration, incorporating an additional pneumatic control layer.44,45 This modification facilitates precise control of multiple fluidic flows simultaneously, thereby enhancing automation and scalability. Previous research has already demonstrated the effectiveness of a similar design in handling up to 80 samples in parallel.46,47 Furthermore, this study demonstrated the application of the micropillar channel for the detection of dsDNA fragments of HPV 16 virus using the CRISPR-Cas12a assay. In fact, the versatility of the micropillar channel extends beyond this specific assay. By employing alternative assays such as CRISPR-Cas13, the channel can also be utilized for the detection of viral RNA sequences.20,48 Additionally, beyond the detection of a single type of nucleic acid, the system can be adapted to enable the multiplex detection of both dsDNA and RNA by utilizing Cas12a and Cas13a simultaneously. For signaling purposes, two distinct colors of quantum dots can be linked separately to ssDNA and RNA. Consequently, this setup allows for specific color reporting associated with the cleavage activities of Cas12a and Cas13a.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3lc00780d |
This journal is © The Royal Society of Chemistry 2024 |