Jacob M.
Majikes
a,
Seulki
Cho
a,
Thomas E.
Cleveland
IV
bc,
J. Alexander
Liddle
a and
Arvind
Balijepalli
*a
aMicrosystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA. E-mail: arvind.balijepalli@nist.gov
bBiomolecular Measurement Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA
cInstitute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA
First published on 2nd October 2024
Electronic measurements of engineered nanostructures comprised solely of DNA (DNA origami) enable new signal conditioning modalities for use in biosensing. DNA origami, designed to take on arbitrary shapes and allow programmable motion triggered by conjugated biomolecules, have sufficient mass and charge to generate a large electrochemical signal. Here, we demonstrate the ability to electrostatically control the DNA origami conformation, and thereby the resulting signal amplification, when the structure binds a nucleic acid analyte. Critically, unlike previous studies that employ DNA origami to amplify an electrical signal, we show that the conformation changes under an applied field are reversible. This applied field also simultaneously accelerates structural transitions above the rate determined by thermal motion. We tuned this property of the structures to achieve a response that was ≈2 × 104 times greater (i.e., a gain or amplification) than the value from DNA hybridization under similar conditions. Because this signal amplification is independent of DNA origami-analyte interactions, our approach is agnostic of the end application. Furthermore, since large signal changes are only triggered in response to desirable interactions, we minimize the deleterious effects of non-specific binding. The above benefits of self-assembled DNA origami make them ideally suited for multiplexed biosensing when paired with highly parallel electronic readout.
To date, a wide array of biosensing proofs-of-concept have utilized these capabilities.4 The vast majority of the signals generated by these structures are transduced optically, typically through Förster Resonance Energy Transfer (FRET), although several other schemes exist, such as gel mobility,5 circular dichroism,6 movement of light-visible nanoparticles,5 spectroscopy7,8 and triggered polymerization.9 There have also been studies that measure the motion of DNA origami via changes in the electrochemical potential, for example the actuation of structures using pH,10,11 AC electric field driven motion of DNA nanorods measured optically,12 electrochemical measurements of DNA origami,11,13–16 or capacitance measurements to track their assembly.17 In addition, it is not uncommon to use DNA functionalized nanoscale materials to amplify signal response, ranging from the covalent attachment of redox mediators,18,19 to sandwich assay strategies with enzymes whose activity is detected electrochemically.20
While novel, these demonstrations often fall short of the full potential of DNA nanotechnology in biochemical sensing. There are several established routes to achieving chemical specificity for biosensing.21–23 Therefore, the benefits of incorporating DNA origami must outweigh the increase in system complexity,24 and the high per-mole cost of DNA origami. Previous electrochemical studies11,13–16 have established signal amplification with DNA origami. However, improved sensitivity is not the only grand challenge facing biosensing.25 As we show here, the ability to amplify the measured signal reversibly and to modulate this amplification via an applied electric field allow far more control and precision than previously demonstrated. The ability to engineer these precise interactions within a modular platform will open new avenues to streamlined multiplexed detection.
Here we explore the design space by examining the signal response of two different DNA origami whose mechanical properties have been previously characterized.26,27 We test the function of these DNA origami under an applied electric field and measure its effect in altering their conformation upon binding an analyte. This conformational change displaces a large amount of charge and results in robust amplification of the transduced signal. Critically, we show that the applied electric field can control the overall signal amplification by shifting the equilibrium angle of the hinge and therefore the capacitance of the structure. Finally, the applied electric field can speed up the transition from the starting to final conformations and provides an additional measure of control that determines signal amplification.
The DNA origami is comprised of two arms connected by eight short single stranded DNA (ssDNA) tethers as seen in Fig. 1A. Each arm consists of 20 double stranded DNA (dsDNA) helices arranged in three layers in an 8–4–8 configuration. Each arm has a lock motif placed ≈12 nm from the hinge. This feature allows an analyte, for example a ssDNA strand with a sequence complementary to the lock strand, to trigger actuation of the structure. The bottom arm is connected to the electrode surface at nine locations using dsDNA tethers or stilts that are 25 nucleotides (≈8.3 nm) long. Representative images from cryogenic electron microscopy (cryo-EM) that were used to validate the structures are shown in Fig. 1B with full fields of view in the ESI section S7.† Individual cryo-EM images were combined (ESI section S8†) to produce a partial 3D-reconstruction (Fig. 1C) that validates the cross-section of the DNA origami. Because the hinge halves are flexible and are comprised of identical repeating regions the cryo-EM reconstruction shows only one such repeating region that is ≈24 nm long. Because there is a mismatch in the mapping between the desired connections and the relaxed helicity of B-form DNA, enforcing a structure that lies on a square grid can result in internal strain and mild torsion as seen in Fig. 1C. This strain was partially alleviated through modulation of the number of bases between helices. However, our results indicate that some residual strain remained in the structures that resulted in mild torsion.
The mild torsion experienced by the DNA origami structure was not found to be detrimental to the force spectroscopy applications for which it was originally designed27 or, as evidenced by the measured gain discussed below, for its use as a signal amplifier. Given the complexities of designing an articulating 3D DNA origami, our choice to modify an existing structure allowed us to focus on making a novel measurement system that can form a critical component in biosensing. The minimal effort required to adapt this structure for biosensing applications highlights the modularity and customization possible when using DNA origami.
The lock motifs (ESI section S1†) were designed to create two variants, one that remains open (normally open) and another that remains closed (normally closed) in the absence of a complementary ssDNA sequence. Steric design constraints require the lock motif for the normally closed case to be twice as long as the normally open case. Therefore, the normally closed structure has a starting angle (in the absence of analyte) of ≈π/6 rad (30°) and a final angle of ≈7/18π rad (70°) when released upon binding an analyte.27 The normally open structure has a starting angle approaching ≈7/18π rad (70°) and closes more tightly upon exposure to an analyte, to ≈π/12 rad (15°) due to its shorter lock motif.
The modularity of DNA origami affords tremendous flexibility in the design of the lock motif and its placement on the structure. In its current form, the lock is well-suited for the types of small nucleic acid analytes used in this study. Several optimizations are available to adapt the lock that are partly dependent on the end application. The position of the lock relative to the hinge can be used to change the closing angle of the structure and thereby optimize the gain of the signal amplification. Alternatively, placing the lock on the side of the top and bottom leaflets can be used to improve solution accessibility and improve response times. Additionally, multiple locks can be engineered to signal when certain logic conditions are satisfied, for example if multiple analyte types are present and bind the structure simultaneously. Finally, the structures can target other analyte types such as proteins or small molecules by implementing one of several DNA bioconjugation strategies. One straightforward approach is to split an aptamer into two halves, each attached to one leaflet of the DNA origami such that the presence of a target analyte induces a conformational change in the structure.29 More generally, the top and bottom of the lock halves can be covalently attached to ligands that simultaneously bind a target to like those used in sandwich assays while triggering a conformation.
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Fig. 2 Electrochemical impedance spectroscopy (EIS) of (A) normally closed and (B) normally open DNA origami in the absence (blue) and presence of 1 nmol L−1 (nM) analyte (orange) that has a sequence complementary to the lock strand. Solid lines in each case represent fits of a simplified Randles circuit model. (Insets) Representation of the starting and final state for each DNA nanostructure variant upon adding a complementary DNA sequence (orange) that binds the lock strands (blue). A representative measurement for each case is shown here. Full data sets from three independent measurements used to estimate fit parameters are shown in the ESI (section S2†). |
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Fig. 3 Measurements and modeling of the capacitance of DNA origami as a function of applied DC bias (VDC − VAg/AgCl) relative to an Ag/AgCl reference electrode. (A) Schematic and equivalent circuit model of a DNA origami. (B) Modeled capacitance per origami molecule computed using eqn (1) and (2). Ct, as a function of hinge angle, θ inferred by solving the equivalent circuit in panel A. (C) Capacitance measurements vs. VDC − VAg/AgCl of normally closed (blue) DNA origami (Cstructure) conjugated to a gold surface in the absence of analyte. The capacitance was measured with an applied AC field with a frequency of 100 Hz and amplitude Vpk = 20 mV summed with VDC − VAg/AgCl. The solid line is a fit of the model to the data. (D) Capacitance measurements vs. VDC − VAg/AgCl of DNA probe strands (CDNA), with identical sequence to the DNA nanostructure lock, in the absence (green) and presence of 1 nM (nmol L−1) analyte (red). For all plots in the figure, three independent measurements were used to estimate the expanded uncertainties that are reported with coverage factor k = 2 (95% confidence interval). |
The analysis was validated by measuring Cstructure of the normally closed case as a function of VDC in Fig. 3C. The measurements were corrected for the passivation of the electrode surface and the electrical double layer as described in the ESI section S3.† The mapping of θ onto VDC was assumed to be linear and piecewise as described in eqn (2), where θn is the neutral design angle of the DNA nanostructure, Vmax is the maximum applied voltage, θmn is the minimum closing angle under positive voltages and θmx is the maximum opening angle under negative applied voltages.
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In Fig. 3C, by fitting the model described by eqn (1) and (2) (solid blue line) to the data for the normally closed structure we estimated θn = (0.54 ± 0.03) rad [(31 ± 2)°], θmn = (0.40 ± 0.05) rad [(23 ± 3)°], θmx = (0.26 ± 0.03) rad [(15 ± 2)°] when Vmax = 0.4 V. These parameters translate into range of motion from (0.29 ± 0.04) rad or (16 ± 2)° when the DNA nanostructure is fully closed at VDC − VAg/AgCl = +0.4 V to (0.96 ± 0.06) rad or (55 ± 3)° when it is open at VDC − VAg/AgCl = −0.4 V. The upper limit of the hinge angle at negative voltages predicted by the model is consistent with the expected reduction in efficiency of the electrical field in actuating the structures as discussed in more detail later (see Fig. 4). While model fit captures the data in Fig. 3C well, it does not adequately capture the broad peak centered at VDC − VAg/AgCl ≈ 0.15 V, which is discussed next. Finally, results for the normally open case exhibit a similar trend to the data in Fig. 3C and are shown in the ESI section S3.†
Fig. 4A shows the relative change in the DNA origami capacitance (ΔCstructure/C0) for the normally closed structures after incubation with 1 nmol L−1 (nM) of DNA analyte that has a complementary sequence to the lock strand, where C0 is the initial capacitance in the absence of analyte. Increasing the negative voltage forces the structures to open, upon which we see an increase in ΔCstructure/C0 that saturates at ≈−0.3 V. Upon flushing the fluidic cell with running buffer solution (RBS) to remove excess analyte (see Materials and methods for buffer composition), we observed no further change in ΔCstructure/C0 indicating that the analyte binding the lock strands prevented the structures from reverting to a closed state. On average, we observed that ΔCstructure/C0 changed by 0.08 ± 0.01, 0.17 ± 0.02, 0.8 ± 0.2 and 0.7 ± 0.3 for an applied VDC − VAg/AgCl of 0 V, −0.1 V, −0.2 V and −0.3 V respectively for the normally closed case. The observed values of ΔCstructure/C0 represent an ≈11-fold increase compared with the hybridization of ssDNA probe strands with a complementary sequence (ΔCssDNA = 0.07 ± 0.01). Expanded uncertainties are reported with coverage factor k = 2. A smaller enhancement in ΔCstructure was observed for the normally open case as seen in Fig. 4B. Here ΔCstructure/C0 was found to be 0.01 ± 0.01, 0.05 ± 0.02, 0.2 ± 0.08 and 0.2 ± 0.02 for an applied VDC − VAg/AgCl of 0 V, +0.1 V, +0.2 V and +0.3 V respectively. While this represented an ≈3-fold higher improvement over the ssDNA hybridization case, it was comparatively lower than the normally closed results.
The difference in the enhancement between the two structures can be attributed to the effectiveness of the electric field (E) at actuating the hinge structure as seen from Fig. 4D. When the hinge is closed (θ → 0 rad or 0°), E is orthogonal to the top arm resulting in a large electric force (FE) that works in concert with the hinge restoring force (FH) to efficiently open the structure. When the hinge is open (θ → π/2 rad or 90°), E is parallel to the top arm and therefore applies a negligible FE. At the open position, the hinge spring is also at its energy minimum resulting in a negligible FH. Therefore, FE is more effective at opening this structure than closing it. Importantly, this subtle difference translates into a drastically different signal gain.
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To further quantify the amplification measured in Fig. 4C, we measured a standard curve by varying the analyte concentration for the normally closed structures. This is shown in Fig. 4E with measurements down to a solution analyte concentration of 1 fmol L−1 (fM) at VDC − VAg/AgCl = −0.3 V and an incubation time of 15 minutes. As expected, the measured change in the capacitance relative to the case where no analyte was present decreases with lower concentration. The change in the signal at the lowest measured concentration of 1 fmol L−1 (fM) was considerably larger than the case with a non-complementary control sequence.
The uncertainty in the measurement (at the 95% confidence interval) allowed us to determine the signal to noise ratio (SNR) of our measurements as seen from Fig. S10.1.† This uncertainty sets the floor for the smallest measurable concentration which is significantly lower than 1 fmol L−1 (fM) and was determined using well-established techniques found in the literature.14 The limit of detection (LOD) of our approach is lower than that measured using DNA binding experiments in previous work35,36 and agrees well with our amplification factor of ≈20000.
It is difficult to provide comprehensive performance comparisons for new and disparate receptors and modes of sensing. The metrics of interest conflate the performance of the receptor and physicochemical transducer of which a biosensor is comprised.37 As a result when receptors are optimized and matched with different transducers, the performance can change dramatically. This is especially the case here, where DNA nanostructure signal amplifiers blur the line between receptor and transducer and can be paired with different readout schemes. Few examples exist in the literature for the signal amplification approach reported here making a direct comparison challenging. Of the most closely related examples, our estimated LOD of <1 fmol L−1 (fM) via impedance spectroscopy is better than those reported using amperometry [<1 pmol L−1 (pM)],38 and impedance spectroscopy [10 pmol L−1 (pM) and 1 nmol L−1 (nM)].14 More generally, the reported LOD for electrochemical measurements of DNA hybridization in the absence of nanostructure signal amplifiers can vary drastically depending on the transducer and electrode structure, used.39 For example, the reported LOD of 1.5 amol L−1 (aM) using an interdigitated electrode is surprisingly similar to best-in-class PCR assays.40 However, this result appears to be an outlier with most measurements reporting significantly higher LODs.41
In practice, achieving measurements significantly below the concentrations measured here is often confounded by the affinity of the interaction (i.e., receptors with higher binding affinities will allow improved limits of detection) and the fact that the interaction of the analyte with the structures is limited by diffusion requiring significantly longer measurement times for the lowest concentrations and larger uncertainties due to drift.42 Therefore, this metric is dependent both on the type of receptor analyte pair and the engineering of the system. However, the 20000-fold higher sensitivity relative to DNA binding assays achieved that we demonstrate in this work using a novel, dynamic sensor will help improve the overall limit of detection.
It is also important to note that the measurements shown in the figures above were performed by repeatedly regenerating the chip using an antidote DNA sequence that utilizes strand displacement to remove any bound analyte and reset the measurement. This is apparent in Fig. S10.2 in the ESI† that shows a representative example where the antidote strand returns the capacitance to its baseline value (within statistical variation) after each analyte concentration is measured. The ability to perform a simple reset of the sensor with an antidote strand in this way alleviates a critical challenge with most biosensors which exhibit significant chip to chip variation that confounds analysis and intercomparison.
As we demonstrate here, DNA origami-based signal amplifiers can greatly improve electrochemical biosensing. However, there are numerous opportunities to optimize the structures to fit a wide range of applications. We can further increase the measured signal by optimizing the motion of charge in the vicinity of the surface. The locks can be redesigned to include non-nucleic acid targets. Improved impedance modeling as a function of origami angle could help identify DC biases that accelerate closing or opening. Finally, the buffer conditions could be optimized to balance ion content between maintaining structural integrity and rigidity while reducing charge screening from the electrode. Similarly, redox mediators which increase ionic conductivity could be tuned to minimize noise in the measured capacitance.
Another exciting direction for integrating new capabilities in these structures lies in modifying the number and function of the lock positions. Multiple lock positions would increase or decrease the hinge sensitivity for the normally open and normally closed systems respectively as they would function in parallel. More interestingly, the combination of normally open and closed motifs in the same structure, combined with strand displacement logic from the DNA computation community,43 can enable complex response based on the input of multiple analytes.
To the best of our knowledge, we are unaware of DNA origami used for biosensing where electric fields were used to both control and transduce the sensor signal. This feature sets apart our results from those found in the literature. As we show here, these interfaces comprised of simple hinge-based geometries allow dramatically improved gain as high as ≈2 × 104 compared to ssDNA hybridization under comparable conditions and be used reversibly for multiple measurements. While the increased charge and mass associated with signal amplification can slow the timescales associated with structural motion, our demonstration of using the DC field to control conformation diminishes this concern. In short, these engineered nanostructures amplify the signal from specific, desired, binding interactions while reducing the contribution from non-specific surface binding.
In future work we plan to explore the many avenues available to improve signal conditioning through re-engineering of the DNA origami. These include shortening the thiol anchors to bring the structure closer to the surface, tuning the interaction of the structure with the surface, or varying the hinge geometry, lock position and arrangement. The wide and varied opportunities for optimization both through the DNA origami design and the measurement conditions, i.e. buffer or voltage conditions, and through the origami design indicates that the gain observed here could be improved. Finally, we anticipate implementation of DNA computation techniques which could integrate molecular logic gates into these systems.
Beyond the pathways to improved signal amplification our approach has the potential to modify the energetics and kinetics of binding for arbitrary analytes leading to highly tunable sensing interfaces. This will open research directions to develop frameworks to incorporate different lock types such as aptamers, and for modifying the dynamic motion of the structures.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4nr02959c |
This journal is © The Royal Society of Chemistry 2024 |