Jiran Li1, Peter B Lillehoj1,2. 1. Department of Mechanical Engineering, Rice University, Houston, Texas 77005, United States. 2. Department of Bioengineering, Rice University, Houston, Texas 77030, United States.
Abstract
The COVID-19 pandemic has highlighted the importance and urgent need for rapid and accurate diagnostic tests for COVID-19 detection and screening. The objective of this work was to develop a simple immunosensor for rapid and high sensitivity measurements of SARS-CoV-2 nucleocapsid protein in serum. This assay is based on a unique sensing scheme utilizing dually-labeled magnetic nanobeads for immunomagnetic enrichment and signal amplification. This immunosensor is integrated onto a microfluidic chip, which offers the advantages of minimal sample and reagent consumption, simplified sample handling, and enhanced detection sensitivity. The functionality of this immunosensor was validated by using it to detect SARS-CoV-2 nucleocapsid protein, which could be detected at concentrations as low as 50 pg/mL in whole serum and 10 pg/mL in 5× diluted serum. We also adapted this assay onto a handheld smartphone-based diagnostic device that could detect SARS-CoV-2 nucleocapsid protein at concentrations as low as 230 pg/mL in whole serum and 100 pg/mL in 5× diluted serum. Lastly, we assessed the capability of this immunosensor to diagnose COVID-19 infection by testing clinical serum specimens, which revealed its ability to accurately distinguish PCR-positive COVID-19 patients from healthy, uninfected individuals based on SARS-CoV-2 nucleocapsid protein serum levels. To the best of our knowledge, this work is the first demonstration of rapid (<1 h) SARS-CoV-2 antigen quantification in whole serum samples. The ability to rapidly detect SARS-CoV-2 protein biomarkers with high sensitivity in very small (<50 μL) serum samples makes this platform a promising tool for point-of-care COVID-19 testing.
The COVID-19 pandemic has highlighted the importance and urgent need for rapid and accurate diagnostic tests for COVID-19 detection and screening. The objective of this work was to develop a simple immunosensor for rapid and high sensitivity measurements of SARS-CoV-2nucleocapsid protein in serum. This assay is based on a unique sensing scheme utilizing dually-labeled magnetic nanobeads for immunomagnetic enrichment and signal amplification. This immunosensor is integrated onto a microfluidic chip, which offers the advantages of minimal sample and reagent consumption, simplified sample handling, and enhanced detection sensitivity. The functionality of this immunosensor was validated by using it to detect SARS-CoV-2nucleocapsid protein, which could be detected at concentrations as low as 50 pg/mL in whole serum and 10 pg/mL in 5× diluted serum. We also adapted this assay onto a handheld smartphone-based diagnostic device that could detect SARS-CoV-2nucleocapsid protein at concentrations as low as 230 pg/mL in whole serum and 100 pg/mL in 5× diluted serum. Lastly, we assessed the capability of this immunosensor to diagnose COVID-19infection by testing clinical serum specimens, which revealed its ability to accurately distinguish PCR-positive COVID-19patients from healthy, uninfected individuals based on SARS-CoV-2nucleocapsid protein serum levels. To the best of our knowledge, this work is the first demonstration of rapid (<1 h) SARS-CoV-2 antigen quantification in whole serum samples. The ability to rapidly detect SARS-CoV-2 protein biomarkers with high sensitivity in very small (<50 μL) serum samples makes this platform a promising tool for point-of-care COVID-19 testing.
Entities:
Keywords:
COVID-19; SARS-CoV-2; electrochemical; immunosensor; microfluidic; nucleocapsid protein
The current coronavirus disease (COVID-19) pandemic is widely considered one of the worst
public health crises of the 21st century, with >50 million reported cases and >1
million fatalities worldwide occurring within 1 year after the virus was identified in
Wuhan, China, in December 2019.[1] Nucleic acid testing based on reverse
transcription-polymerase chain reaction (RT-PCR) has been the primary method of detecting
severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus that causes
COVID-19. While PCR-based tests are highly specific for SARS-CoV-2, their accuracy is
influenced by several factors, such as variations in the sample collection process and the
persistence of viral RNA in the nasal cavity/throat weeks after infection and recovery,
leading to false-negative/false-positive test results.[2−5] In addition, RT-PCR
involves multiple sample processing steps (e.g., nucleic acid extraction, purification, and
amplification), making it tedious and time-consuming (∼3–6 h), requires
expensive (>$10,000) PCR instrumentation, and needs to be performed in a laboratory
setting, making it poorly suited for large-scale testing. Recently, there has been a push to
develop serological tests for COVID-19 that detect immune or viral proteins in the blood of
infected individuals. Serological specimens are generally more stable than viral RNA and
tend to have less variations than nasopharyngeal or oropharyngeal viral RNA specimens
because proteins are uniformly distributed in the blood, minimizing the likelihood of
false-negative test results.[6]Current efforts to develop serological tests for COVID-19 are largely based on the
detection of SARS-CoV-2 immunoglobulin G and M (IgG and IgM) antibodies using enzyme-linked
immunosorbent assay (ELISA)[2,7−10] or lateral flow
immunoassays (LFAs).[10,11]
While antibody tests have shown to be useful in identifying individuals with prior COVID-19infections, it can take 2–3 weeks for viral-specific antibodies to be produced after
infection,[12] limiting their utility for early-stage disease detection.
In contrast, antigen tests enable the detection of viral proteins that appear at the onset
of symptoms. A clinical study showed that SARS-CoV-2nucleocapsid (N) protein could be
detected in the serum of COVID-19patients (PCR-positive) with a sensitivity and specificity
of 92 and 97%, respectively.[13] In another study, SARS-CoV-2spike (S1)
and N proteins were detected in the plasma of COVID-19patients at concentrations ranging
from ∼8 to 20,000 and ∼0.8 to 1700 pg/mL, respectively.[14]
These clinical studies demonstrate that quantitative measurements of SARS-CoV-2 antigens,
such as N and S1 proteins, in serum/plasma are useful for accurate and early detection of
COVID-19. While immunoassays (ELISA, Simoa) for quantifying SARS-CoV-2 antigens are
commercially available, they involve multiple liquid handling steps (e.g., sample dilution,
plate washing, etc.) and lengthy incubation (∼3–4 h in total) and need to be
performed in a laboratory setting, limiting their usefulness for large-scale testing.
Currently, only two antigen tests (Sofia 2 SARS Antigen FIA and BD Veritor System) have been
approved by the FDA for the detection of N protein in nasopharyngeal/nasal swab samples.
However, these tests only provide qualitative results and lack the sensitivity needed to
detect low levels of SARS-CoV-2 antigens in the plasma/sera of COVID-19patients.Several groups have recently developed immunosensors for rapid quantification of SARS-CoV-2
antigens in biofluids. Fabiani et al. demonstrated the detection of SARS-CoV-2 S1 and N
proteins at concentrations as low as 19 ng/mL and 8 ng/mL, respectively, in saliva using an
electrochemical immunosensor.[15] Tan et al. developed a microfluidic
chemiluminescent ELISA platform that could detect SARS-CoV-2 S1 and N proteins in 10×
diluted serum in 40 min.[16] Torrente-Rodríguez et al. reported a
multiplexed electrochemical immunoassay capable of detecting SARS-CoV-2N protein and
SARS-CoV-2 S1 IgG and IgM in 100× diluted serum samples.[17] While
these immunosensors were successful in measuring SARS-CoV-2 antigens in biofluids samples,
they could not achieve high sensitivity (pg/mL) or required high sample dilution.In this work, we demonstrate for the first time rapid (<1 h), high sensitivity
measurements of SARS-CoV-2N protein in whole (undiluted) serum. This unique immunosensor
utilizes dually-labeled magnetic nanobeads (DMBs) for on-chip immunomagnetic enrichment and
signal amplification. Several assay parameters, including the antibody pair, the volume
ratio of the sample to magnetic beads, the magnetic enrichment time, and the incubation
time, were optimized to enhance the detection sensitivity. We show the capability of this
immunoassay to detect SARS-CoV-2N protein in undiluted human serum samples in <1 h with
pg/mL sensitivity. We also demonstrate the detection of SARS-CoV-2N protein in serum
samples using a smartphone-based diagnostic device that can achieve high sensitivity and
reproducibility. Lastly, we demonstrate the utility of this platform for accurately
detecting COVID-19infection by performing measurements of clinical serum specimens from
COVID-19patients and healthy, uninfected individuals.
Experimental Section
Biochemicals and Reagents
Dimethyl sulfoxide (DMSO), phosphate-buffered saline (PBS, pH 7.4),
(ethylenedinitrilo)tetraacetic acid (EDTA), 2-Iminothiolane hydrochloride, human serum
(from male AB-clotted whole blood), and 3,3′,5,5′-tetramethylbenzidine (TMB)
substrate (supersensitive) were purchased from Sigma-Aldrich (St Louis, MO).
N-(3-Dimethylaminopropyl)-N′-ethylcarbodiimide
(EDC) and N-hydroxysuccinimide (NHS) were obtained from Thermo Fisher
Scientific (Waltham, MA). StabilBlock immunoassay stabilizer, StabilCoat Plus immunoassay
stabilizer, StabilZyme HRP stabilizer, and MatrixGuard assay diluent were purchased from
SurModics, Inc. (Eden Prairie, MN). Carboxylated magnetic nanobeads (200 nm) were
purchased from Ademtech (Pessac, France). SARS-CoV-2nucleocapsid protein was obtained
from Advaite, Inc. (Malvern, PA). Mouse monoclonal SARS-CoV/SARS-CoV-2nucleocapsid
antibody [6H3] (GTX632269), rabbit polyclonal SARS-CoV-2nucleocapsid antibody
(GTX135357), SARS-CoV-2nucleocapsid antibody pair [HL5410/HL455-MS] (GTX500042), and
horseradish peroxidase (HRP)-conjugated rabbit monoclonal SARS-CoV-2nucleocapsid antibody
[HL448] (GTX635686-01) were purchased from GeneTex (Irvine, CA). Human monoclonal
anti-SARS-CoV-2nucleocapsid antibody [SQab20177] (ARG66735), MERS-CoVnucleocapsid
recombinant protein (His-SUMO tagged, N-ter), and SARS-CoVnucleocapsid
recombinant protein (His-SUMO tagged, N-ter) were purchased from Arigo
(Taiwan, ROC). Recombinant SARS-CoV-2spike glycoprotein RBD (ab273065) was obtained from
Abcam (Cambridge, MA). De-identified serum samples obtained from healthy volunteers and
COVID-19patients were purchased from BioIVT (NY, USA).
Preparation of Dually-Labeled Magnetic Nanobeads
DMBs were prepared by dispersing 1 mg of carboxylated magnetic nanobeads in 400 μL
of MES buffer (pH 5.0, 25 mM) and washing thrice (gentle agitation for 5 min followed by
magnetic separation for 5 min and subsequent removal of the supernatant). Next, 100
μL of MES buffer containing HRP and detection antibody (dAb) at a 400:1 molar ratio
was mixed with the nanobeads preactivated with 10 mg/mL of EDC/NHS and incubated overnight
at room temperature. After washing with PBS and blocking of nonspecific binding sites with
a StabilCoat Plus stabilizer, the DMBs were dispersed in 400 μL of StabilZyme HRP
stabilizer to a final concentration of 2.5 mg/mL and used immediately or stored at 4
°C for up to 2 weeks.
Preparation of Immunosensors
Screen-printed gold electrode (SPGE) sensors were obtained from Metrohm AG (Herisau,
Switzerland). Capture antibodies (cAbs) were first thiolated by incubating 100 μL of
cAb at 50 μg/mL with 100-fold molar excess of 2-iminothiolane in PBS containing 2 mM
of EDTA for 1 h at room temperature, followed by centrifugation for 25 min at 13,800 g to
remove excess reagents. Thiolated cAbs were immobilized on the SPGE sensor by incubating 6
μL of cAb solution at 50 μg/mL on the working electrode (WE) for 2 h at room
temperature, followed by rinsing with PBS and gently drying with purified N2.
StabilBlock stabilizer solution was dispensed on the sensor and dried at room temperature
to passivate the surface and enhance the stability of the immobilized cAb. Sensors were
stored at room temperature in a desiccator (<15% RH) and used within 1 week.
Fabrication of Microfluidic Chips
The microfluidic chips consist of a 100 μm-thick polyethylene terephthalate (PET)
film (McMaster-Carr) stacked with a 3 mm-thick poly(methyl methacrylate) (PMMA) cartridge
on top of an immunosensor. Microchannels and microfluidic components were designed using
AutoCAD software (Autodesk, Inc.). Microchannels, inlets, and outlets were generated in
the PET and PMMA layers using a CO2 laser cutter (Universal Laser Systems,
Scottsdale, AZ). The PET film, PMMA cartridge, and SPGE sensor were bonded together using
double-sided adhesive film (Adhesives Research, PA).
Electrochemical Measurements
Electrochemical measurements were performed at ambient conditions using either a
PalmSens4 potentiostat connected to a desktop PC or a Sensit Smart potentiostat connected
to a Google Pixel 2 smartphone. Prior to measurements, 2.5 μL of DMB solution was
mixed with 50 μL of serum spiked with N protein or clinical serum specimens,
vortexed for 5 s, and dispensed into the microfluidic chip. Spiked serum samples were
either used as is or diluted 5× in MatrixGuard assay diluent. For measurements using
the PalmSens4 and desktop PC, the sample was infused through the chip for 30 s at 100
μL/min using a syringe pump (KD Scientific, MA). For measurements using the
smartphone-based sensing device, the sample was dispensed into the chip using a capillary
tube and plunger (Abbott). The microfluidic chip was then placed on a 4 mm neodymium
magnet (McMaster-Carr) for 1 min to concentrate the DMBs on the WE and incubated in the
dark for either 50 min for whole serum samples or 25 min for diluted serum samples.
Measurements of clinical serum specimens were performed by diluting samples 5× in an
assay diluent (to conserve the sample for replicate measurements), followed by
immunomagnetic enrichment and incubation for 25 min. A wash buffer (1× PBS containing
0.05% Tween-20) was flushed through the chip for 4 min at 100 μL/min, followed by a
TMB substrate for 1 min at 100 μL/min for measurements using the PalmSens4 and
desktop PC. For measurements using the smartphone-based sensing device, a 1 cc plastic
syringe (Thermo Fisher Scientific) was inserted into the inlet of the microfluidic chip
and used to purge the sample from the chip, followed by the sequential application of 80
μL of wash buffer and 80 μL of TMB substrate into the chip using fresh
capillary tubes and plungers. After 2 min, chronoamperometric measurements were performed
by applying a bias potential of −0.2 V (vs Ag/AgCl) for 100 s. Current
values were averaged over the final 5 s of chronoamperograms.
Results and Discussion
Design of the Microfluidic Chip
The integration of this immunosensor on a microfluidic platform offers several advantages
over open well format immunoassays. Specifically, the recommended working volume for a
standard 96-well microtiter plate is 100–200 μL, whereas our microfluidic
immunosensor requires only 25 μL of sample and 80 μL of reagent per
measurement. In addition, sample processing and liquid handling for open well format
assays involve multiple pipetting steps, which are tedious and time-consuming. In
contrast, sample processing (immunomagnetic enrichment) and liquid handling (sensor
washing) are performed directly on our microfluidic chip, which minimizes the labor and
time required for each measurement, facilitating its use for point-of-care testing.
Lastly, the integration of immunosensors with microfluidics has been shown to
significantly reduce the time for antibody–antigen reactions and enhance the
detection sensitivity compared with open well format immunoassays.[18,19] We briefly studied the analytical
performance of our microfluidic immunosensor compared with an open-well immunosensor and
observed that the amperometric currents and signal-to-background (S/B) ratios generated
from the microfluidic immunosensor were 3–4× higher than those generated from
the open-well immunosensor (Supporting Information Figure S1).Different microfluidic chips were designed for measurements using the PalmSens4-based
sensing platform and the smartphone-based diagnostic device. For measurements using the
PalmSens4, the chip consists of a 400 μm-high reaction chamber encompassing the
immunosensor connected to the inlet and outlet (Figure A). The microfluidic chip for measurements using the Sensit Smart and
smartphone consists of a 400 μm-high reaction chamber encompassing the immunosensor
connected to a 9 × 12 mm waste reservoir via a 500 μm-wide serpentine channel
(Figure B) and an air vent. A rubber gasket is
installed at the inlet of the chip to facilitate the insertion of the capillary tube and
prevent leaking.
Figure 1
Schematic illustrations of (A) microfluidic immunosensor chip highlighting the
magnetic concentration of DMBs to the sensor surface, (B) microfluidic immunosensor
chip for the smartphone-based diagnostic device, and (C) experimental setup and
electrochemical sensing scheme using the PalmSens4-based sensing platform.
Schematic illustrations of (A) microfluidic immunosensor chip highlighting the
magnetic concentration of DMBs to the sensor surface, (B) microfluidic immunosensor
chip for the smartphone-based diagnostic device, and (C) experimental setup and
electrochemical sensing scheme using the PalmSens4-based sensing platform.
Design of the Electrochemical Magneto Immunoassay
Prior works have demonstrated the use of antibody-labeled magnetic beads for
immunomagnetic enrichment and signal amplification, enabling sensitive analyte detection
in complex biofluids.[20,21] Otiena et al. reported a microfluidic magneto immunoassay for
multiplexed detection of a parathyroid hormone-related peptide and peptide fragments in
serum.[22] While this assay was capable of performing ultrasensitive
protein measurements, the experimental setup involves multiple components (e.g., magnetic
stirrer, sample injector, syringe pump, switching valve, etc.), hindering its use for
point-of-care applications. In this work, we utilize a simple and rapid (1 min) method for
immunomagnetic enrichment using a low-cost neodymium magnet. The serum sample is premixed
with DMBs prior to loading into the microfluidic chip, which is carried out using either a
syringe pump or capillary tubes and plungers (for the smartphone-based device). If the
sample contains the target antigen, it binds to the DMB and forms a DMB–antigen
immunocomplex. When the chip is placed on the magnet, a magnetic field is generated,
causing the DMB–antigen immunocomplexes to rapidly migrate to the sensor surface
where they subsequently bind to the cAb-immobilized WE (Figure A). In the presence of the TMB substrate, the HRP-coated DMBs
catalyze the reduction of TMB upon application of a bias potential, which generates an
amperometric current that is proportional to the concentration of target antigen attached
to the sensor surface (Figure C). If the sample
does not contain the target antigen, then the DMBs are washed away from the sensor surface
and a negligible electrochemical signal is generated upon the application of a bias
potential.
Optimization of Assay Parameters
Several assay parameters, including the antibody pair, sample to DMB solution volume
ratio, magnetic enrichment time, and incubation time, were optimized to enhance the
analytical performance of this immunosensor for SARS-CoV-2N protein detection. One of the
most important parameters that affects the performance of immunoassays is the antibody
affinity toward the target antigen. There are numerous SARS-CoV-2N protein antibodies
that are commercially available, and each one possesses a specific antigenicity to the
SARS-CoV-2N protein. Therefore, to determine the optimal antibody pair for our
immunosensor, we performed measurements of SARS-CoV-2N protein spiked in whole serum at 0
and 1 ng/mL using SPGE sensors with five different antibody pairs. The cAbs were
immobilized on the WE of the sensors as described in “Preparation of
Immunosensors,” and dAbs were conjugated with DMBs as described in “Preparation of Dually-Labeled Magnetic Nanobeads”. The
amperometric signals generated using the five antibody pairs are presented in Figure A. Antibody pairs consisting of a mouse or
rabbit cAb generated very low amperometric signals (<0.5 μA) and low S/B ratios
of <2, indicating poor antigenicity to SARS-CoV-2N protein because they are raised
against nonhuman species. Amperometric signals generated from immunosensors using a human
monoclonal cAb were significantly larger than those generated from sensors using a
nonhuman monoclonal cAb; however, when paired with a mouse monoclonal antibody or rabbit
polyclonal antibody as the dAb, a very high background signal was observed, resulting in
negligible improvement in the S/B ratio. Lastly, we evaluated the use of a rabbit
monoclonal antibody conjugated with HRP as the dAb, which generated a large
electrochemical current with a low background signal, resulting in a S/B ratio of
∼6. Thus, a human monoclonal cAb and a HRP-conjugated rabbit monoclonal dAb were
selected as the optimal antibody pair and used for subsequent assay optimization
experiments.
Figure 2
(A) Amperometric currents generated from undiluted serum samples spiked with
SARS-CoV-2 N protein at 0 and 1 ng/mL and corresponding S/B ratios using immunosensors
with five different SARS-CoV-2 N protein antibody pairs. Measurements were performed
using magnetic enrichment and incubation times of 1 and 50 min, respectively. (B)
Amperometric currents generated from undiluted serum samples spiked with SARS-CoV-2 N
protein at 0 and 1 ng/mL and corresponding S/B ratios with varying sample/DMB volume
ratios. Measurements were performed using magnetic enrichment and incubation times of
1 and 50 min, respectively (C) Amperometric currents generated from undiluted serum
samples spiked with the SARS-CoV-2 N protein at 0 and 1 ng/mL and corresponding S/B
ratios with varying magnetic enrichment times and a 50 min sample incubation duration.
(D) Amperometric currents generated from undiluted serum samples spiked with
SARS-CoV-2 N protein at 0 and 1 ng/mL and corresponding S/B ratios with varying
incubation times and 1 min of magnetic enrichment. Each bar represents the mean ±
standard deviation (SD) of three separate measurements obtained using new sensors.
(A) Amperometric currents generated from undiluted serum samples spiked with
SARS-CoV-2N protein at 0 and 1 ng/mL and corresponding S/B ratios using immunosensors
with five different SARS-CoV-2N protein antibody pairs. Measurements were performed
using magnetic enrichment and incubation times of 1 and 50 min, respectively. (B)
Amperometric currents generated from undiluted serum samples spiked with SARS-CoV-2N
protein at 0 and 1 ng/mL and corresponding S/B ratios with varying sample/DMB volume
ratios. Measurements were performed using magnetic enrichment and incubation times of
1 and 50 min, respectively (C) Amperometric currents generated from undiluted serum
samples spiked with the SARS-CoV-2N protein at 0 and 1 ng/mL and corresponding S/B
ratios with varying magnetic enrichment times and a 50 min sample incubation duration.
(D) Amperometric currents generated from undiluted serum samples spiked with
SARS-CoV-2N protein at 0 and 1 ng/mL and corresponding S/B ratios with varying
incubation times and 1 min of magnetic enrichment. Each bar represents the mean ±
standard deviation (SD) of three separate measurements obtained using new sensors.The sample to DMB solution ratio was optimized by performing measurements of serum
samples spiked with increasing concentrations of SARS-CoV-2N protein using varying
volumes of DMB solution. As shown in Figure B,
the amperometric signal is correlated with the sample/DMB volume ratio where measurements
using higher sample/DMB volume ratios resulted in lower electrochemical currents. However,
measurements using low sample/DMB volume ratios (<10:1) resulted in high background
signals and low S/B ratios (<3.5) due to an excessive amount of DMBs, which increases
the likelihood of nonspecific binding of DMBs on the sensor. As the sample/DMB volume
ratio increases, the background signal decreases until a sample/DMB volume ratio of 20:1,
after which point, the background signal remains constant. The largest S/B ratio
(∼5.5) was obtained using a sample/DMB volume ratio of 20:1, which was selected as
the optimal volume ratio.Experiments were also performed to optimize the magnetic enrichment time by detecting
SARS-CoV-2N protein spiked in serum samples at 0 ng/mL and 1 ng/mL with varying durations
of magnetic enrichment (Figure C). With no
magnetic enrichment, a very low (<0.5 μA) amperometric signal is generated at 1
ng/mL, resulting in a S/B ratio of ∼3. Applying magnetic concentration for 1 min
resulted in a significant increase in the amperometric signal by 5×, compared with no
magnetic enrichment, with a minimal rise in the background signal (S/B ratio of
∼6). These results demonstrate that the migration of DMBs to the sensor surface is
significantly enhanced in the presence of a magnetic field, which facilitates the
attachment of antigen–DMB immunocomplexes on the cAb-coated immunosensor. Applying
magnetic concentration for >1 min resulted in a minimal rise in the amperometric signal
with a more pronounced increase in the background signal, causing the S/B ratio to
decrease. We hypothesize that the increase in the background signal with longer magnetic
enrichment durations (>1 min) is due to the accumulation and subsequent trapping of
unbound DMBs on the coarse SPGE sensor surface, which cannot be completely removed with
laminar flow rinsing.The last parameter that was studied was the post-immunomagnetic enrichment incubation
time. Measurements were performed using serum samples spiked with SARS-CoV-2N protein at
0 and 1 ng/mL using a magnetic concentration duration of 1 min with varying incubation
times. As shown in Figure D, longer incubation
times resulted in higher S/B ratios until a steady state was reached at 50 min. While
larger amperometric signals can be generated with incubation times longer than 50 min, the
background signal also increases proportionally, leading to a negligible improvement in
the S/B ratio. Therefore, 50 min was selected as the optimal incubation time.
Detection of SARS-CoV-2 N Protein in Serum
Measurements of whole serum and 5× diluted serum spiked with increasing
concentrations of SARS-CoV-2N protein were carried out to assess the analytical
performance of this immunosensor. Chronoamperograms generated from whole serum samples
containing SARS-CoV-2N protein from 0 to 10 ng/mL are shown in Figure
A, which show a positive correlation between the amperometric
current and SARS-CoV-2N protein concentration. Calibration plots based on amperometric
currents at 100 s for whole serum and 5× diluted serum are presented in Figure B. The response of this sensor is highly
linear for whole serum with a R2 correlation coefficient of
0.9943. The linearity of the calibration curve for 5× diluted serum
(R2 = 0.9697) is lower than that for whole serum, which is
likely due to the use of a supersensitive TMB substrate, resulting in limited reaction
kinetics at higher (>1 ng/mL) analyte concentrations. While the use of an alternative
TMB substrate could improve the linearity, this could lead to a less desirable analytical
performance with a lower detection sensitivity. The lower LOD, calculated as 3× the
SD at 0 ng/mL divided by the slope of the calibration curve, of this immunosensor for
SARS-CoV-2N protein detection in whole serum and 5× diluted serum is 50 and 10
pg/mL, respectively. We attribute the improved sensitivity obtained from diluted serum
compared with whole serum to the use of a commercial assay diluent, which contains
blocking agents that inhibit/neutralize the interference of antigen–antibody
binding caused by endogenous components, such as heterophilic antibodies and human
anti-animal antibodies, in the sample matrix.[23−25] Our results are consistent with those reported in prior works, which
demonstrate that matrix interference effects in immunoassays can be diminished by using
heterophilic antibody blocking agents.[26,27] While a lower LOD can be achieved using 5× diluted
serum with a shorter 25 min incubation time, this requires the serum sample to be diluted
prior to the measurement. For applications where sample dilution is undesired, whole serum
samples can be used requiring a slightly longer (50 min) incubation time to achieve high
sensitivity detection. The sensitivity of this immunosensor is within the range of
SARS-CoV-2N protein serum levels in individuals infected with COVID-19 (1 pg to
>10,000 pg/mL[13,14,28]), suggesting that it will be suitable as a diagnostic
tool for the detection of COVID-19infection.
Figure 3
(A) Chronoamperograms generated from whole serum samples spiked with SARS-CoV-2 N
protein at varying concentrations. (B) Calibration plots based on amperometric
currents at 100 s for whole serum samples with 50 min incubation and 5× diluted
serum samples with 25 min incubation. Each data point represents the mean ± SD of
three separate measurements obtained using new sensors. The inset shows amperometric
currents for samples containing SARS-CoV-2 N protein from 0 to 1 ng/mL. Each bar
represents the mean ± SD of three separate measurements obtained using new
sensors. The dashed and solid lines correspond to the lower LOD for measurements of
whole serum and 5× diluted serum, respectively. (C) Amperometric currents
generated from serum samples containing SARS-CoV-2 N protein, SARS-CoV N protein,
MERS-CoV N protein, SARS-CoV-2 Spike RBD protein and nonspiked serum (blank control).
Each bar represents the mean ± SD of three separate measurements obtained using
new sensors.
(A) Chronoamperograms generated from whole serum samples spiked with SARS-CoV-2N
protein at varying concentrations. (B) Calibration plots based on amperometric
currents at 100 s for whole serum samples with 50 min incubation and 5× diluted
serum samples with 25 min incubation. Each data point represents the mean ± SD of
three separate measurements obtained using new sensors. The inset shows amperometric
currents for samples containing SARS-CoV-2N protein from 0 to 1 ng/mL. Each bar
represents the mean ± SD of three separate measurements obtained using new
sensors. The dashed and solid lines correspond to the lower LOD for measurements of
whole serum and 5× diluted serum, respectively. (C) Amperometric currents
generated from serum samples containing SARS-CoV-2N protein, SARS-CoVN protein,
MERS-CoVN protein, SARS-CoV-2Spike RBD protein and nonspiked serum (blank control).
Each bar represents the mean ± SD of three separate measurements obtained using
new sensors.The specificity of this immunosensor was evaluated by performing measurements of whole
serum samples spiked with 1 ng/mL of SARS-CoV-2Spike RBD, another biomarker of COVID-19infection, SARS-CoVN protein, MERS-CoVN protein, and nonspiked serum. As shown in Figure C, the amperometric signals generated from
the samples containing SARS-CoV-2Spike RBD and MERS-CoVN protein are similar to the
nonspiked serum sample (blank control), indicating that these protein biomarkers do not
cross-react with this immunosensor. The amperometric signal from the sample containing
SARS-CoVN protein is ∼1.5× larger than the background signal, indicating
moderate cross-reactivity with the SARS-CoV-2N protein antibody used in this assay. This
is due to >90% conserved similarity in protein sequences between SARS-CoV-2 and
SARS-CoV.[29] While cross-reactivity between SARS-CoVN protein and
SARS-CoV-2N antibodies has been previously reported[17] and is an issue
for all immunoassays utilizing SARS-CoV-2N protein antibodies, its impact on the current
COVID-19 pandemic is negligible because the number of individuals infected with SARS-CoV
is very small compared with SARS-CoV-2 and no new SARS-CoV outbreaks have been reported
for nearly two decades.[17,30,31]
SARS-CoV-2 N Protein Detection Using a Smartphone
To enhance the portability and simplicity of this immunosensor, we also developed a
handheld diagnostic device for quantitative measurements of SARS-CoV-2N protein in serum.
As shown in Figure A, this device consists of a
Google Pixel 2 smartphone, Sensit Smart potentiostat, and microfluidic immunosensor chip.
The microfluidic chip incorporates a waste reservoir to store the liquid samples after
being dispensed into the chip (Figure B). The
sample, wash buffer, and TMB substrate are sequentially dispensed into the chip using
capillary tubes and plungers, which circumvents the need for an external pump and power
source. We observed that the washing effectiveness using a capillary tube and plunger is
lower than that using a syringe pump, which can diminish the detection sensitivity and/or
sensor reproducibility. Therefore, an additional step was added to purge the microchamber
with air using a 1 cc plastic syringe after each liquid loading step to enhance the
removal of unbound DMBs and nonspecific species from the sensor. To evaluate the
analytical performance of this device, electrochemical measurements were performed using
whole serum and 5× diluted serum samples spiked with increasing concentrations of
SARS-CoV-2N protein. Calibration plots for whole serum and 5× diluted serum samples
are presented in Figure C, which exhibit
excellent linearity with R2 correlation coefficients of 0.9906
and 0.9972, respectively. The lower LOD calculated for whole serum and 5× diluted
serum samples is 230 pg/mL and 100 pg/mL, respectively. The detection sensitivity obtained
using the smartphone-based device is lower than that using the PalmSens4-based sensing
platform because of the reduced effectiveness of the capillary tube and plunger to fully
rinse the sensor surface. However, the sensitivity of the handheld device is much higher
compared with rapid COVID-19 antigen tests, while offering similar portability,
simplicity, and speed, making it useful for point-of-care testing.
Figure 4
(A) Smartphone-based diagnostic device for electrochemical measurements of SARS-CoV-2
N protein. (B) Microfluidic immunosensor chip consisting of a cAb-coated SPGE sensor
and PET–PMMA cartridge. (C) Calibration plots based on amperometric currents at
100 s for whole serum samples with 50 min incubation and 5× diluted serum samples
with 25 min incubation. Each data point represents the mean ± SD of three
separate measurements obtained using new sensors. The inset shows amperometric
currents for samples containing SARS-CoV-2 N protein from 0 to 1 ng/mL. Each bar
represents the mean ± SD of three separate measurements obtained using new
sensors. The dashed and solid lines correspond to the lower LOD for measurements of
whole serum and 5× diluted serum, respectively.
(A) Smartphone-based diagnostic device for electrochemical measurements of SARS-CoV-2N protein. (B) Microfluidic immunosensor chip consisting of a cAb-coated SPGE sensor
and PET–PMMA cartridge. (C) Calibration plots based on amperometric currents at
100 s for whole serum samples with 50 min incubation and 5× diluted serum samples
with 25 min incubation. Each data point represents the mean ± SD of three
separate measurements obtained using new sensors. The inset shows amperometric
currents for samples containing SARS-CoV-2N protein from 0 to 1 ng/mL. Each bar
represents the mean ± SD of three separate measurements obtained using new
sensors. The dashed and solid lines correspond to the lower LOD for measurements of
whole serum and 5× diluted serum, respectively.
SARS-CoV-2 N Protein Detection in Clinical Serum Specimens
To evaluate the utility of this immunosensor for diagnosing COVID-19infection,
measurements were performed using serum samples obtained from COVID-19patients confirmed
by RT-PCR (P1–P7) and from healthy, uninfected individuals
(N1–N4). Samples N1–N3 were
collected pre-COVID-19 from healthy volunteers and sample N4 was obtained from
an individual with a negative PCR COVID-19 test result. As shown in Figure A, the electrochemical signals generated from specimens
obtained from uninfected individuals (N1–N4) are very low
(<1 μA). In contrast, the electrochemical signals generated from the specimens
obtained from COVID-19patients are at least 5× larger, ranging from ∼5 to 17
μA, which is consistent with the PCR results. Using the calibration plot in Figure B, the calculated SARS-CoV-2N protein
concentration and corresponding S/B ratios were determined for the clinical specimens. The
data was normalized so that the lowest calculated N protein concentration (which was a
negative value) was set to 0 ng/mL (and 1 for the S/B ratio). As shown in Figure B, the calculated levels of SARS-CoV-2N protein in
COVID-19 positive specimens range from ∼3 to 12 ng/mL, which is consistent with
those measured by Torrente-Rodríguez et al. using a graphene-based
immunosensor.[17] Based on these preliminary results, this immunosensor
can accurately distinguish COVID-19patients from healthy, uninfected individuals based on
SARS-CoV-2N protein serum levels, demonstrating its usefulness as a diagnostic test for
COVID-19.
Figure 5
(A) Electrochemical signals generated from serum specimens obtained from COVID-19
patients (positive) and uninfected individuals (negative). Each bar represents the
mean ± SD of three separate measurements obtained using new sensors. (B)
Calculated SARS-CoV-2 N protein concentration and corresponding S/B ratios for
clinical serum specimens.
(A) Electrochemical signals generated from serum specimens obtained from COVID-19patients (positive) and uninfected individuals (negative). Each bar represents the
mean ± SD of three separate measurements obtained using new sensors. (B)
Calculated SARS-CoV-2N protein concentration and corresponding S/B ratios for
clinical serum specimens.
Conclusions
We present a microfluidic immunosensor for rapid, high sensitivity measurements of
SARS-CoV-2N protein in serum. This assay utilizes a unique sensing scheme employing DMBs
for immunomagnetic enrichment and signal amplification based on a simple magnetic enrichment
process. The analytical performance of this assay was evaluated by performing measurements
of human serum samples spiked with SARS-CoV-2N protein, which could be detected at
concentrations as low as 10 pg/mL in 5× diluted serum within 30 min and 50 pg/mL in
whole serum within 55 min. This immunosensor was also adapted for a smartphone-based
diagnostic device, which does not require external pumps or power sources. Using this
handheld device, SARS-CoV-2N protein could be detected in 5× diluted serum and whole
serum samples at concentrations as low as 100 and 230 pg/mL, respectively. We also assessed
the utility of this immunosensor to detect COVID-19infection by testing clinical serum
specimens, which revealed that it can accurately distinguish PCR-positive COVID-19patients
from healthy, uninfected individuals based on SARS-CoV-2N protein serum levels. The
portability, simplicity, and high sensitivity of this immunosensor makes it a promising tool
for point-of-care COVID-19 testing.
Authors: M Divagar; R Gayathri; Rahiel Rasool; J Kuzhandai Shamlee; Himanshu Bhatia; Jitendra Satija; V V R Sai Journal: IEEE Sens J Date: 2021-08-24 Impact factor: 3.301
Authors: Daniel W Bradbury; Jasmine T Trinh; Milo J Ryan; Cassandra M Cantu; Jiakun Lu; Frances D Nicklen; Yushen Du; Ren Sun; Benjamin M Wu; Daniel T Kamei Journal: Analyst Date: 2021-12-06 Impact factor: 4.616
Authors: Jacqueline Dinnes; Pawana Sharma; Sarah Berhane; Susanna S van Wyk; Nicholas Nyaaba; Julie Domen; Melissa Taylor; Jane Cunningham; Clare Davenport; Sabine Dittrich; Devy Emperador; Lotty Hooft; Mariska Mg Leeflang; Matthew Df McInnes; René Spijker; Jan Y Verbakel; Yemisi Takwoingi; Sian Taylor-Phillips; Ann Van den Bruel; Jonathan J Deeks Journal: Cochrane Database Syst Rev Date: 2022-07-22
Authors: Shimaa Eissa; Hani A Alhadrami; Maha Al-Mozaini; Ahmed M Hassan; Mohammed Zourob Journal: Mikrochim Acta Date: 2021-05-26 Impact factor: 5.833
Authors: Jianing Yang; Mark Kidd; Alan R Nordquist; Stanley D Smith; Cedric Hurth; Irvin M Modlin; Frederic Zenhausern Journal: Infect Dis Rep Date: 2021-12-14