Utilizing nanometer-scale pores present in biological proteins or fabricated from artificial, solid-state membranes, nanopore sensing has shown single-molecule sensitivity and demonstrated excellent accuracy for amino acid identification and nucleic acid sequencing. Nanopore sensing has also displayed great potential for protein analysis and has begun to emerge as a biomarker detection tool for clinical use. Theoretically, the concentration of an analyte can be determined by recording and statistically analyzing the frequency of ionic current blockade events induced by translocation of single analyte molecules through the nanopore under an applied electrical potential. However, in reality, to obtain statistically significant numbers of translocation events in a reasonable measurement time, the concentrations of the analyte must be higher than the nanomolar level. Additionally, different analytes often generate similar signals due to the non-selective translocation of analytes in nanopores and the stochastic nature of the electrical current blockade signals. Therefore, it is difficult to specifically sense ultra-low amounts of biomarkers mixed with a high abundance of interferent molecules in complex clinical specimens such as serum using nanopores without any recognition receptors. Existing nanopore technologies are thus only used to analyze or sequence high-abundance purified analytes, despite their single-molecule level detection capacity. Furthermore, the electrochemical sensing mechanism and the sensing surface's fixed size limit nanopores' utility to only charged macromolecules with sizes comparable to the pore, such as single-stranded DNA (ssDNA).
As such, there is a need for sensitive and specific methods to detect low-abundance proteomic biomarkers in human serum by nanopores.
In general, the present disclosure is directed to methods of detecting and/or quantifying an antigen. The method may include a) co providing a sample comprising the antigen; b) incubating the sample with a capture antibody-modified bead and a detection antibody-modified copper-based nanoparticle to form a sandwich structure complex; c) separating the sandwich structure complex from the sample; d) releasing copper ions from the separated sandwich structure complex in an acidic environment; e) coupling a modified nucleic acid molecule and a second molecule comprising an azido functional group in the presence of the copper ions to form a polynucleotide complex, wherein the modified nucleic acid molecule is coupled to the azido functional group via a click reaction; f) non-covalently bonding a probe to the polynucleotide complex to form a polynucleotide probe; g) loading the polynucleotide-probe into a nanopore; h) applying an electrical potential across said nanopore to induce translocation of the polynucleotide-probe complex through said nanopore; and i) detecting an electrical signal associated with the translocation of said polynucleotide-probe complex through the nanopore; wherein a characteristic of the detected electrical signal is indicative of the presence or quantity of the antigen in the sample.
Other features and aspects of the present disclosure are discussed in greater detail below.
A full and enabling disclosure of the present disclosure is set forth more particularly in the remainder of the specification, including reference to the accompanying figures, in which:
Repeat use of reference characters in the present specification and drawings is intended to represent the same or analogous features or elements of the present invention.
Reference will now be made in detail to various embodiments of the presently disclosed subject matter, one or more examples of which are set forth below. Each embodiment is provided by way of explanation, not limitation, of the subject matter. In fact, it will be apparent to those skilled in the art that various modifications and variations may be made to the present disclosure without departing from the scope or spirit of the disclosure. For instance, features illustrated or described as part of one embodiment, may be used in another embodiment to yield a still further embodiment. Thus, it is intended that the present disclosure cover such modifications and variations as come within the scope of the appended claims and their equivalents.
In general, disclosed herein are methods of detecting and/or quantifying an antigen. The method may include a) collecting a biological sample comprising the antigen; b) incubating the biological sample with a capture antibody-modified bead and a detection antibody-modified copper-based nanoparticle to form a sandwich structure complex; c) separating the sandwich structure complex from the biological sample; d) releasing copper ions from the separated sandwich structure complex in an acidic environment; e) coupling a modified nucleic acid molecule and a second molecule comprising an azido functional group in the presence of the copper ions to form a polynucleotide complex, wherein the modified nucleic acid molecule is coupled to the azido functional group via a click reaction, wherein a probe is non-covalently bound to the polynucleotide complex; f) loading the polynucleotide-probe complex into a nanopore; g) applying an electrical potential across said nanopore to induce translocation of the polynucleotide-probe complex through said nanopore; and g) detecting an electrical signal associated with the translocation of said polynucleotide-probe complex through the nanopore; wherein a characteristic of the detected electrical signal is indicative of the presence or quantity of the antigen in the biological sample.
Advantageously, methods disclosed herein are useful for detecting ultra-low abundance antigens. The present disclosure overcomes challenges of sensitivity of direct detection of antigens and antibodies through electrophoresis-based nanopore sensing. Herein, an ultrasensitive Click chemistry Amplified Nanopore (CAN) assay has been engineered for antigen quantification in a biological sample. According to the present disclosure, the CAN assay is based on the combination of an amplified sandwich assay and nanopore sensing. To ensure high specificity, a DNA probe is designed to induce a unique translocation signal that is clearly different from signals of other molecules in the assay system. To realize sensitive and specific detection of low-abundance proteomic biomarkers in a biological sample by use of nanopores, methods herein incorporate click chemistry and host-guest chemistry to develop an assay process that identifies proteins by use of customized single stranded DNA (ssDNA) probes. Taking advantage of the built-in catalytic amplification and specific recognition receptors offered by the ssDNA probes, this nanopore-based testing assay exhibits attomolar (aM) level limit of detection (LOD) when applied to quantify an antigen in a biological sample. Methods disclosed herein may be incorporated into a point-of-care test device with the necessary accuracy, portability, cost efficiency, and simplicity to fill the diagnostic gaps in high infectious disease burden areas.
In one embodiment, utilizing methods disclosed herein an antigen in a biological sample may be detected at a LOD of from about 0.1 femtomolar (fM) to about 100 aM, such as from about 1 fM to about 75 aM, such as from about 10 fM to about 50 aM, such as from about 1 aM to about 45 aM, such as from about 5 aM to about 30 aM, such as from about 10 aM to about 25 aM, such as from about 15 aM to about 20 aM, or any range therebetween. Surprisingly, methods disclosed herein can demonstrate a 100-fold higher analytical sensitivity than a fluorescent copper nanocluster (CuNCs) assay and higher analytical sensitivity than a clinically used benchmark ELISA, respectively.
In one embodiment, a biological sample comprising the antigen may be collected. The term “biological sample” as used herein refers to a sample obtained from a subject (e.g., a patient). For instance, a biological sample may include blood, serum, plasma, or tissue. In some embodiments, the antigen can be measured in a biological sample, such as isolated lymphocytes, cerebrospinal fluid, brain tissue, urine, skin, biopsy material, tumor samples, or other tissue samples. It is understood that obtaining a biological sample from a subject refers to taking possession of said biological sample. For instance, the biological sample can be removed from the subject by a medical practitioner. In some embodiments, the biological sample can be analyzed by the medical practitioner or another person (e.g., a lab technician). In one embodiment, the biological sample may be a human serum sample. The biological samples may be collected using serum separator tubes. In one embodiment, the biological sample may be pre-processed, for instance separated from one or more components of the initial biological sample, e.g., via centrifugation, combined with a carrier liquid or other component, e.g., a saline, a buffer, etc., or any other standard pre-examination processing step as is known in the art.
In one embodiment, the sample (either the biological sample as initially obtained or the pre-processed biological sample) may be incubated with a capture antibody-modified bead. For instance, the capture antibody-modified bead may be a magnetic bead such as a capture antibody-modified dynabeads. The capture antibody-modified dynabeads can be utilized herein to immunoprecipitate an antigen from the serum sample.
In one embodiment, the biological sample may be incubated with the capture antibody-modified bead and a detection antibody-modified copper-based nanoparticle to form a sandwich structure complex. For instance, the detection antibody-modified copper-based nanoparticle may be a detection antibody-modified copper oxide (CuO) nanoparticle. The sandwich structure complex may be separated from the sample, e.g., by use of a magnetic field in the case of a magnetic capture bead.
In one embodiment, following separation of the sandwich structure from the rest of the sample, copper ions generated from the CuO nanoparticle may be released from the sandwich structure complex in an acidic environment. For instance, the sandwich structure complex may be combined with hydrochloric acid. The released copper ions may then be available to catalyze a click reaction to couple a modified nucleic acid molecule and a second molecule to form a polynucleotide complex.
In one embodiment, the modified nucleic acid molecule may include, but is not limited to, double-stranded deoxyribonucleic acid (dsDNA), single-stranded DNA (ssDNA), peptide nucleic acid (PNA), single-stranded ribonucleic acid (ssRNA), DNA/RNA hybrid, or double-stranded ribonucleic acid (dsRNA). For instance, the modified nucleic acid molecule may be an alkyne modified DNA. In one embodiment, the modified nucleic acid molecule may be ssDNA-alkyne (ssDNA-A). There is no particular requirement on the size or sequence of the nucleic acid portion of the modified nucleic acid molecule, for instance, a nucleic acid component can have a sequence length of from about 5 to about 30 nucleic acids, with no limitation as to the particular nucleic acids included in the chain Likewise, there is no particular limitation on the alkyne component of the structure, provided that the alkyne group is available for a copper catalyzed azide-alkyne cycloaddition click chemistry cycloaddition reaction. By way of example, an alkyne can be a terminal functionality that is bonded to a polynucleotide via a straight chain C1-C4 alkyl group. Examples of such modified nucleic acid molecules have been described, such as in U.S. Pat. No. 8,193,335 to Carell et al., and U.S. Pat. No. 11,203,612 to Gremyachinskiy et al., both of which are incorporated herein by reference.
In one embodiment, the second molecule may include an azido functional group. For instance, the second molecule may be azido adamantane (1-azidoadamantane). Other examples of suitable azido functional groups and molecules as may be utilized are known in the art such as those described in U.S. Pat. No. 11,203,612, previously incorporated by reference herein. Examples of the second molecule can include, without limitation, 1-Azidoadaniantane, 4-Azidoaniline hydrochloride. 4S)-4-[(1R)-2-Azido-1-(benzyloxy)ethyl]-2,2-dimethyl-1,3dioxolane, NHS-PEG4-azide, [3aS-(3aα, 4α, 5β, 7aα)]-5Azido-7-bromo-3a,4,5.7a-tetrahydro-2,2-dimethyl-1,3-benizodioxol-4ol, 3′-Azido-3′-2-azido-1-methylquinolinium tetrafluorohorate, 5-Azidopentanoic acid, 4-Azidophenacyl bromide, 4-Azidophenyl isothiocyanate, 3-(4-Azidophenyl)propionic acid. 3-Azido-1-propanainine, 3-Azido-1-propanol.
According to the disclosed methods, the released copper ions can catalyze a click reaction between ssDNA-alkyne and the azido-functionalized second molecule, e.g., an azido adamantane (AA) to form a polynucleotide complex, e.g., a ssDNA-azido adamantane (DNA-AA) complex with amplification.
In one embodiment, a polynucleotide-probe complex may be formed by contacting a probe with the polynucleotide complex. The probe may include, but is not limited to, cucurbit[7]uril hydrate, CB[7], cucurbit[6]uril hydrate (CB[6]), cyclodextrins or a combination thereof. For instance, the probe may be cucurbit[6]uril hydrate (CB[6]). In one embodiment, CB[6] may non-covalently bind the polynucleotide complex to form a host-guest structure of polynucleotide probes (e.g., ssDNA-AA@CB[6]). As used herein, “non-covalent bond” may refer to a hydrogen bond, an ionic bond, a van der Waals interaction, a hydrophobic interaction, a polar bond, a cation-pi interaction, a planar stacking interaction, and a metallic bond.
In one embodiment, the targeted antigen may be detected by loading the polynucleotide probes into a nanopore. For instance, the nanopore may be a α-hemolysin (α-HL) nanopore. Applying an electrical potential across said nanopore induces translocation of the polynucleotide-probe through said nanopore. Translocation of the polynucleotide probes through an α-HL nanopore may produce an electrical signal, such as an oscillation signal, that is distinct from non-specific signals of the modified nucleic acid molecule and/or the polynucleotide complex compared to the polynucleotide probes. For instance, using a Cu+ catalyst, released from CuO, a “guest” molecule (e.g., azido adamantane) may be linked to an alkyne group bonded to a polynucleotide via a thymine, and this thus formed polynucleotide complex could then catch a “host” molecule (CB[6]) in solution to form the host-guest polynucleotide probe. Electrical signal of each molecule, including any modified nucleic acid molecules, polynucleotide complexes and the polynucleotide probes may be measured using mass spectrometry, nuclear magnetic resonance (NMR), or analytical tools utilized by skilled artisans.
Signal frequency generated by the polynucleotide probes and any remaining polynucleotide complexes when translocating through an α-HL nanopore correlates with the amount of copper ion catalyst, which in turn correlates to the concentration of the target antigen present in the initial biological sample. Methods utilized herein provides a versatile biosensing strategy that combines the nanopore's single-molecule sensitivity to a polynucleotide with catalytic amplification, resulting in a unique signal pattern that allows detection and quantitation with high confidence.
Methods disclosed herein may beneficially detect ultra-low concentrations of an antigen in a biological sample. The antigen may be independently selected from the group consisting of a viral antigen, an infectious disease associated antigen, or a combination thereof. In one embodiment, the antigen may be an infectious disease associated antigen including, but is not limited to, a Human Immunodeficiency Virus (HIV) associated antigen, a tuberculosis associated antigen, an influenza virus associated antigen, a meningitis associated antigen, or a combination thereof.
In one embodiment, the antigen may be an HIV associated antigen. For instance, the antigen may be a viral capsid protein p24 antigen.
In one embodiment, the antigen may be a tuberculosis associated antigen. The tuberculosis associated antigen may include, but is not limited to, circulating Mycobacterium tuberculosis (Mtb) antigens. For instance, the tuberculosis associated antigen may be Mtb-derived ESAT-6/CFP-10 antigen complex.
The present disclosure may be better understood with reference to the following examples.
Route I-Conjugation of Detection Antibodies on CuO Nanoparticles
Copper oxide nanoparticles (CuONPs) (1 mg) were dispersed in 1 mL Phosphate Buffered Saline (PBS) by ultrasonication for 10 min and then incubated with detection antibodies (100 μg/mL, 1.31 undiluted anti-HIV-1 p24 antibody [38/8.7.47], Abcam, Cat#: ab9044) for 1 h with vortex (30×g). After centrifugation at 3500×g for 5 min to remove the supernatant, antibody functionalized CuONPs were washed twice and redispersed in 1 mL PBS solution, then blocked with 200 μIL BSA (10% in PBS) for 30 min, and finally stored at 4° C. for further use.
Route I—Immunoprecipitation of p24 Antigens from Human Serum and Conversion to Cu Ions
Capture antibody-coated MBs (20 μL in PBS) were washed with 500 μL assay buffer for three times and dispersed in 500 μL diluted healthy donor serum (human serum: assay buffer=1:1, v/v). To establish a calibration curve, standard samples were made by adding various amounts of p24 antigens to diluted sera and vortexing for 30 min at room temperature to reach final concentrations of 0, 0.5, 1, 10, 100, 1000 pg/mL. Next, antibody-modified CuONPs (200 μL) were mixed with each standard sample and vortexed for another 30 min at room temperature. After forming sandwich structures, MBs were magnetically separated and washed three times with washing buffer. To release Cu ions, sandwich structures were then treated with 200 μL HCl (0.1 M) for 10 min with vortex, and washed with 200 μL washing buffer for 5 times. All supernatants were collected and concentrated to 40 μL for constructing probe DNAs.
Route II—Conjugation of Detection Antibodies to Streptavidin
The conjugation experiment follows a simple and rapid procedure provided along with the Streptavidin Conjugation Kit (Lightning-Link) which targets primary amine groups (e.g., lysines). Briefly, streptavidin modifiers and detection antibodies (100 μg, 1.31 mg/mL, undiluted anti-HIV-1p24 antibody [38/8.7.47], Abcam, Cat#: ab9044) were mixed and incubated for 3 h at room temperature without light. The resulting solution was then quenched for 30 min and stored for future use without purification.
Route II—Synthesis of Trithiol-PEG-Biotin Linkers
Biotin-PEG was prepared by adding 200 μM 4-arm-PEG-thiol solution (Laysan Bio, MW: 10,000 Da) to 200 μM biotin-PEG-maleimide solution (Laysan Bio, MW: 5000 Da). The mixture was incubated on a shaker for 24 h at room temperature, followed by filtration using a 10,000 Da cutoff filter.
Route II—Conjugation of Biotin-PEG on CuO Nanoparticles
CuONPs (1 mg) were dispersed in 1 mL PBS, and then incubated with 10 mL biotin-PEG linker solution on a shaker for 24 h at room temperature. After the incubation, assay buffer was added to bring the final NaCl concentration to 0.05 M. After an hour, the NaCl concentration was raised to 0.3 M using 5 M NaCl, and the mixture was incubated with shaking at room temperature for an additional hour. The resulting mixture was aliquoted into low retention tubes and centrifuged at 3500×g for 10 min at room temperature. After removal of the super-natant and two additional washes with DI water, biotin-PEG-CuONPs were resuspended in 1 mL assay buffer and stored at 4° C. until further use.
Route II—Immunoprecipitation of p24 Antigens from Human Serum and Conversion to Cu Ions
Biotin-PEG-CuONPs were linked with avidinylated detection antibodies by mixing for 1 h, and then collected by centrifugation at 3500×g for 5 min at room temperature. After removal of the supernatant and two additional washes with deionized (DI) water, the probes were resuspended in 1 mL PBS solution, then blocked with 200 μL BSA (10% in PBS) for 30 min, and stored at 4° C. until further use. The immunoprecipitation protocol in Route II is the same as in Route I, except that detection antibodies were labeled with biotin-avidin linked CuONPs for amplification of the conversion.
Preparation of DNA-AA@CB[6] Probes
Conjugation between DNA-Alkyne (sequence: 5′-CCCCCCCCCCT* CCCCCCCCCC-3′, T* indicates alkyne-modified thymine; Sangon Bio-technology Co. Ltd.) and AA was carried out using Cu2+ catalyzed click chemistry. In general, 3 μL DI water, 4 μL HEPES (100 mM) buffer, 3 μL alkyne-functionalized DNA (100 μin DI water), 4 μL AA (200 mM in acetonitrile), 3 μL ascorbic acid (20 mM), were mixed with 4 μL Cu2+ eluent from immunoprecipitation assays (40 mM copper nitrate for characterization samples). The reaction was incubated on a shaker for 4 h at room temperature before termination by adding 4 μL EDTA solution (100 mM). The product (DNA-AA) was purified in batches by centrifugation using Micro Bio-spin P6 columns. Finally, 15 μIL CB[6] aqueous solution (5 mM) was added to DNA-AA and incubated for 4 h. The resulting DNA-AA@CB[6] probe solution was stored at 4° C. for further use.
Kinetic Study of the Cu+ Ion Catalyzed Click Reaction
Different Cu+ ion concentrations (0-10 mM) and various reaction times (10-720 min) were adopted to investigate the click reaction efficiency. Final reaction mixtures were subjected to mass spectrometry analysis before incubation with CB[6]. Concentrations of species were determined by peak area integration.
Single-Channel Current Recording
Fabrication of α-HL nanopore sensors. Briefly, 1,2-Diphytanoyl-sn-glycero-3-phosphocholine was used for self-assembly of a synthetic lipid bilayer across an aperture (diameter: 200 μm) on a 25 μm-thick Delrin wall that divided a planar bilayer chamber into two compartments: cis and trans. Both compartments contained 1 mL of work solution. Electrical potential was applied to the trans side using Ag/AgCl electrodes with a Planar Lipid Bilayer Workstation (Warner Instruments) and slowly ramped up to examine the stability of the membrane at ±200 mV. The membrane capacitance was maintained at 160-180 pF with various voltage bias values throughout each experiment. A small amount (-0.05 μg) of α-HL protein were added to the cis compartment while the trans voltage was changed to +100 mV to drive a single protein into the lipid bilayer. After a stable α-HL protein was inserted and con-firmed by an open nanopore current, analytes were added to the cis chamber (grounded), and the ionic current through the pore was recorded under a bias of 160 mV. All experiments were carried out at 25±2° C.
Data Collection and Analysis
Ionic current recordings were collected using a patch clamp amplifier (Clampex, version 11.0.3, Warner Instruments) with a built-in high- pass filter with a corner frequency of 5 kHz. Signals were digitized by a Digidata 1440 A analog-to-digital converter (Molecular Devices) at a sampling frequency of 100 kHz and processed by pClamp software (version 11.0, Molecular Devices). Each sample was measured at least three times using independent nanopores. The raw data was analyzed using an in-house MATLAB (Version R2019a) based algorithm to find the current blockade and the dwell time of each eligible signal event, which are two commonly used parameters for identifying different analytes. The current blockade (i.e., residual current) that represents the capture of single molecules and their translocation through the nanopore is defined as MO (I: average current measured with the analyte inside the pore; IO: the average baseline value in the absence of analytes). Dwell time (i.e., duration) represents the effective interaction time between the nanopore and a single analyst. For the quantification of biomarkers, the frequency of multi-level sig- nature events generated by translocation of probe DNAs were determined by manual inspection to the raw data. Clampfit (version10.7), OriginPro (version 9.0), GraphPad Prism (version 9.0), were used for data analysis, histogram construction, curve fitting, and graph presentation. Python (version 3.7) modules Matplotlib and Seaborn's bivariate kernel density estimator were used for scatter plots and contour plots.
Statistics and Reproducibility
For each of the nanopore-related results, the number of replicates or statistic events was mentioned in the corresponding figure caption or supplementary tables. Recorded current traces with complete blocking of the nanopore (I/I0=1) were excluded from the statistics for accurate signal capture rate calculation. No data were further excluded from the analysis. Clinical information was blinded until all experiments and p24 quantification were completed.
Nanopore Characterization and Translocation Behaviors of DNA Probes.
The abovementioned modifications to the DNA probes can endow enhanced sensitivity and specificity for nanopore sensing. For characterization, DNA probes achieved in different stages of synthesis, including alkyne modified DNA, DNA-1-Azidoadamantane (DNA-AA), and DNA-AA@cucurbit[6]uril hydrate (DNA-AA @ CB[6]), were first analyzed for their translocation behaviors in α-hemolysin (α-HL) nanopores, respectively. DNA-AA molecules were obtained through a click reaction of 1-Azidoadamantane (AA) to alkyne modified DNAs in the presence of Cu ions, and DNA-AA@CB[6] complexes were further obtained by a host-guest reaction between DNA-AA and CB[6]. Prior to analyzing the DNA probes, the conductivity of an open α-HL nanopore in the lipid bilayer membrane was probed using a single channel conductance setup (
Representative current traces of alkyne modified DNA, DNA-AA, and DNA-AA @ CB[6] (
After the click reaction, the product DNA-AA was found to have a blockade profile (0.804±0.003) similar to that of the alkyne modified DNA, with significantly reduced number of nonspecific spikes. However, its mean dwell time was significantly increased from 1.94±0.50 ms to 19.34±0.89 ms (
In the capture rate (i.e. translocation frequency) study, standard DNA-AA@CB[6] probe samples were tested using independent nanopores. Events induced by DNA-AA@CB[6] were extracted by observing their multi-level and oscillation characteristics and counted. Cumulative counting of the multi-level signature events shows the same increase rate of event numbers over different recording times (1, 2, 3, 5 minutes) and across four different pores for the same sample (
The capture rate of the DNA-AA@CB[6] probes also strongly depends on the electrochemical environment of the nanopore system, which plays a key role in improving the detection sensitivity. To this end, the effects of various electrolyte concentrations and pH of the working solution to the frequency of multi-level signature events were studied. Although concentration gradient was found to increase translocation of linear macromolecules, the results show that optimal multi-level signal frequency can only be achieved using balanced cis and trans work solutions (i.e. with the same electrolyte concentration and pH), and that any disruption of the balance could result in decreased signal frequency (
Cu+ Ion Concentration Dependent Catalytic Click Reaction.
Further optimization was focused on the click reaction between azide and alkyne, which is an essential step in the formation of DNA-AA@CB[6] probes. This reaction can be effectively catalyzed under ambient conditions by Cu+ ions (
Optimization of the CAN Assay.
The use of the biotin-streptavidin linker was further investigated in the assay to increase the amount of CuONPs binding to each p24 antigen from 1 to 4 in order to lower the LOD (
Next, CAN assays constructed by both synthesis routes were used to establish calibration curves using healthy donors' sera spiked with various amounts of recombinant p24 antigens (
To increase cost effectiveness, the assay for the usage of capture and detection antibodies was optimized. 2.5 μg per ˜5×107 dynabeads and 6 μg per 80 μg CuO particles, respectively, was selected for future experiments. To decrease the sampling volume demand for children, the lowest serum sample volume needed for each test to achieve the highest sensitivity was 100 μL. To achieve the shortest sample-to-answer time while maintaining highest reaction efficiency, both click reaction time and host-guest interaction time were optimized to 6 hours. In testing healthy sera spiked with various amounts of ESAT-6/CFP-10 antigen complex, raw current traces indicated a positive correlation between the oscillation signal frequency and the biomarker concentration (
Analytical Performance Benchmarking.
Recently, various approaches ranging from NP-based HIV biosensors to advanced ELISAs have been developed to detect p24 in human serum, but most of them are yet under diverse clinical studies. For comparison, a newly developed fluorescent nanocluster-based method and a traditional ELISA were performed side-by-side with the CAN assay disclosed herein. In the fluorescent nanocluster-based method, two types of glutathione (GSH) functionalized CuNCs with blue and red fluorescence were synthesized, characterized, and used to detect p24, respectively. Their simple chemical compositions allow easy engineering and optimization. By conjugating fluorescent CuNCs to the end of an antibody-antigen-antibody complex, p24 antigens can be detected using the fluorescence from CuNCs (
CAN Assay Clinical Validation in a Pilot Cohort.
Among all methods experimented, the optimized CAN assay exhibited superior analytical sensitivity. Its clinical performance was further evaluated using 124 human samples (118 eligible) from a pilot HIV cohort. The ELISA based fourth generation HIV-1 test was also evaluated as a reference. Flow diagram describes the disposition of the study subjects (
Nanopore Assay for Sensitive and Specific Detection of Mtb Antigen Complex
Nanopore sensors operate by monitoring changes to an electrical current as molecules pass through a protein nanopore. However, nanopore signals usually have poor specificity, being induced simply by single molecules blocking the pore current. Traditional signal analysis that solely depends on dwell time and blockade of each signal usually fails to correctly distinguish molecules in complex samples, such as clinical specimens. The target biomarker of this assay is the ESAT-6/CFP-10 heterodimer antigen in blood. Due to its large size, low charge, and low concentration in the complex serum sample, direct detection with a nanopore is challenging and expected to yield low accuracy. Therefore, an assay process to immunoprecipitate the antigen complex from serum was designed and converted it to ssDNA probes through a catalytic click reaction to increase the detection sensitivity. Meanwhile, specificity is greatly improved by utilizing the characteristic signal of a host-guest modification to the probes. The assay protocol involves five specific steps: (1) Enriching ESAT-6/CFP-10 antigen complexes from human serum samples using capture antibody (anti-ESAT-6/CFP-10) modified dynabeads; (2) Forming sandwich structures with detection antibody (anti-ESAT-6/CFP-10) modified copper oxide (CuO) nanoparticles; (3) Releasing by Cu+ by acid treatment; (4) “Clicking” ssDNA-alkyne (DNA-A) with azido adamantane using a Cu+ catalyst to obtain ssDNA-azido adamantane (DNA-AA); and (5) Generating the host-guest structure of ssDNA probes by adding cucurbit[6]uril hydrate (CB[6]). Translocation of the ssDNA probes through an α-hemolysin (α-HL) nanopore produces highly characteristic signature signals (i.e., oscillation signal) that are clearly distinguished from non-specific signals of DNA-A and DNA-AA. The oscillation signal frequency correlates with the amount of ssDNA probes and, thus, the concentration of the ESAT-6/CFP-10 antigen complex. This process engenders a versatile biosensing strategy by combining the nanopore's single-molecule sensitivity to ssDNA with catalytic amplification, resulting in a unique signal pattern that allows detection and quantitation with high confidence.
ESA T-6/CFP-10 Quantification in Pediatric Samples
To assess the clinical performance of the nanopore assay, pediatric serum samples were collected and analyzed. Participants (N=75) were children, 3 months to 12 years old, with presumptive pulmonary TB who were enrolled for further TB evaluation and testing in a diagnostic study. The children were retrospectively categorized into ‘confirmed TB’, ‘unconfirmed TB’, or ‘unlikely TB’ groups, according to the NIH clinical case definitions and consideration of symptomatic responses to treatment (if treated) for TB (Table 3). After obtaining nanopore test results, the clinical classification was unblinded to the researchers for further analysis. The quantitative nanopore assay results obtained for all children are illustrated in
The number of positive (dark blocks) and negative (light blocks) diagnoses, as defined by the threshold value, determined from the nanopore assay, along with results from the clinical tests (TST, smear, Xpert, and Mtb culture) are illustrated in
γConfirmed TB cases (positive Mtb culture or positive Xpert results for respiratory or stool samples).
ΦUnconfirmed TB cases (if positive for ≥2 of the following criteria: significant TB exposure, positive tuberculin skin test, TB-associated symptoms, and abnormal TB-consistent chest radiograph.
†Unlikely TB (if lacked two criteria for unconfirmed TB).
#Significant TB exposure (index case = mother or household member, or someone spending >= 4 hours a day with child).
+Well defined symptoms of pediatric TB disease (2005).
Of the 36 children with unconfirmed TB, ten were designated as negative by the nanopore assay, with one quantifiable (above the LOQ), but below the threshold. Among these ten, two (P3 and P4, denoted by stars) should be redesignated as unlikely TB, as discussed in the following section. The remaining 26 children tested positive with above threshold ESAT-6/CFP-10 levels. The TSTs of 11 unconfirmed TB children were positive, eight of which coincided with positives from the nanopore test. None of the unconfirmed TB children tested positive on the smear, Xpert, or culture tests. The remaining 21 children were categorized as unlikely TB; four of these tested positive by the nanopore assay, two of which were deemed false-positives due to the absence of any clinical signs of the disease. It was concluded that the other two children, P21 and P35 (black stars), should be redesignated to the unconfirmed TB group, as discussed further in the following section.
Following NIH definitions, the nanopore assay's diagnostic sensitivity and specificity was calculated within the cohort. The 94.4% sensitivity for the confirmed TB group was significantly higher than that of the Xpert (44.4%) and Mtb culture (72.2%). In the unconfirmed TB group, the nanopore test detected TB in 26 of 36 children, revealing 72.2% of TB-positive children missed by the Xpert and Mtb culture methods. The 81.0% specificity of the nanopore test, though creditable, fell short of the 100% Xpert and culture specificity. However, it is accepted that the microbiological reference standard is imperfect in children and is likely to miss a proportion of children with TB disease, who have low bacillary loads which fall below the detection threshold for both culture and molecular tests. In terms of overall diagnostic performance, the nanopore test demonstrated enormous potential for the diagnosis of pediatric TB, outperforming current clinical technologies, including the TST, smear test, and the more sensitive Xpert, and Mtb culture.
These and other modifications and variations to the present invention may be practiced by those of ordinary skill in the art, without departing from the spirit and scope of the present invention, which is more particularly set forth in the appended claims. In addition, it should be understood that aspects of the various embodiments may be interchanged both in whole or in part. Furthermore, those of ordinary skill in the art will appreciate that the foregoing description is by way of example only, and is not intended to limit the invention so further described in such appended claims.
This application claims filing benefit of U.S. Provisional Patent Application Ser. No. 63/394,088, filed on Aug. 1, 2022, which is incorporated herein by reference.
This invention was made with government support under Grant No. K22AI136686 awarded by National Institutes of Health (NIH) and Grant No. 2047503 awarded by the National Science Foundation (NSF). The government has certain rights in the invention.
Number | Date | Country | |
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63394088 | Aug 2022 | US |