Haicong Shen1, Xinying Chen2, Liuqing Zeng1, Xing Xu1, Yingzhou Tao1, Siyin Kang1, Yinzhu Lu1, Mingjian Lian3, Chaoyong Yang1,4, Zhi Zhu1. 1. MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Collaborative Innovation Center of Chemistry for Energy Materials, Key Laboratory for Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China. 2. Clinical Laboratory, Xiamen University Hospital, Xiamen 361005, China. 3. Clinical Laboratory, The First Affiliated Hospital of Xiamen University, Xiamen 361005, China. 4. Institute of Molecular Medicine, Department of Gastrointestinal Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University Shanghai, Shanghai 200127, China.
Abstract
The global spread of SARS-CoV-2 virus has severely affected human health, life, and work. Vaccine immunization is considered to be an effective means to protect the body from infection. Therefore, timely analysis of the antibody level is helpful to identify people with low immune response or attenuated antibodies so as to carry out targeted and precise vaccine booster immunization. Herein, we develop a magnetofluid-integrated multicolor immunochip, as a sample-to-answer system in a fully enclosed space, for visual analysis of neutralizing antibodies of SARS-CoV-2. Generally, this chip adopts an innovative three-dimensional two-phase system that utilizes mineral oil to block the connection between reagent wells in the vertical direction and provides a wide interface for rapid and nondestructive shuttle of magnetic beads during the immunoassay. In order to obtain visualized signal output, gold nanorods with a size-dependent color effect are used as the colorful chromogenic substrates for evaluation of the antibody level. Using this chip, the neutralizing antibodies were successfully detected in vaccine-immunized volunteers with 83.3% sensitivity and 100% specificity. Furthermore, changes in antibody levels of the same individual over time were also reflected by the multicolor assay. Overall, benefiting from simple operation, airtight safety, and nonrequirement of external equipment, this platform can provide a new point-of-care testing strategy for alleviating the shortage of medical resources and promoting epidemic control in underdeveloped areas.
The global spread of SARS-CoV-2 virus has severely affected human health, life, and work. Vaccine immunization is considered to be an effective means to protect the body from infection. Therefore, timely analysis of the antibody level is helpful to identify people with low immune response or attenuated antibodies so as to carry out targeted and precise vaccine booster immunization. Herein, we develop a magnetofluid-integrated multicolor immunochip, as a sample-to-answer system in a fully enclosed space, for visual analysis of neutralizing antibodies of SARS-CoV-2. Generally, this chip adopts an innovative three-dimensional two-phase system that utilizes mineral oil to block the connection between reagent wells in the vertical direction and provides a wide interface for rapid and nondestructive shuttle of magnetic beads during the immunoassay. In order to obtain visualized signal output, gold nanorods with a size-dependent color effect are used as the colorful chromogenic substrates for evaluation of the antibody level. Using this chip, the neutralizing antibodies were successfully detected in vaccine-immunized volunteers with 83.3% sensitivity and 100% specificity. Furthermore, changes in antibody levels of the same individual over time were also reflected by the multicolor assay. Overall, benefiting from simple operation, airtight safety, and nonrequirement of external equipment, this platform can provide a new point-of-care testing strategy for alleviating the shortage of medical resources and promoting epidemic control in underdeveloped areas.
Corona Virus Disease 2019 (COVID-19)
is a severe, acute respiratory infectious disease caused by the SARS-CoV-2
virus.[1] Currently, the global spread of
the disease has caused hundreds of millions of infections, including
over five million deaths. Universal vaccination seems to be the most
useful means to control the epidemic of the virus and limit the morbidity
and mortality. This goal has benefited mainly from the protection
effect of short-term neutralizing antibodies (NAbs) and long-term
immune memory ability.[2] It is worth noting
that age or underlying diseases can cause differences in the NAbs
levels between immunized individuals, and the NAbs level of the same
individual may decrease over time.[3] Although
many people were fully vaccinated, some have still been infected with
COVID-19. Therefore, quantitative or semi-quantitative analysis of
NAbs after immunization is of great significance to evaluate the effectiveness
of vaccines. Such data will also provide information about individuals
with low immune responses or weakened antibodies, leading to protective
measures such as strengthening immunity.[4]SARS-CoV-2 virus contains four structural proteins: the nucleocapsid
(N), membrane (M), envelope (E), and spike (S) proteins. Notably,
the entry of virus particles into host cells is mainly achieved by
the interaction of S protein and specific binding of receptor (angiotensin
converting enzyme-2, ACE2) and membrane fusion.[5] Therefore, blocking the recognition of the receptor binding
domain (RBD) on S protein to ACE2 by NAbs is an effective means to
prevent viral infection. Actually, only a subset of antibodies of
RBD shows neutralization function. Ju et al. reported that 7 of 16
RBD binding antibodies neutralized a live SARS-CoV-2.[6] Compared with other regions with neutralizing effect (such
as N-terminal domain, fusion peptide), RBD induces the majority of
neutralizing activity.[7,8] Therefore, for convenience, we
considered the RBD binding antibodies as neutralizing antibodies (NAbs).
Neutralization assay based on viral plaque counts is the gold standard
for the assessment of NAbs, but it involves time-consuming and laborious
procedures and requires advanced laboratory facilities.[9]As an alternative strategy, the concentration
of NAbs against RBD
can be used as indicators of the immunity level.[10,11] Traditional laboratory analyses (such as ELISA) with high accuracy
and throughput are very suitable for monitoring the NAb level of a
large number of samples in a modern laboratory setting.[12] ELISA also requires specialized and time-consuming
procedures, which makes it difficult to apply to point-of-care diagnosis.
Fluorescent microsphere immunoassays have also been established for
the rapid detection of SARS-CoV-2 antibodies. However, it is currently
designed for laboratory use only as they require fluorescent collection
devices.[13] As an alternative POCT platform,
lateral flow immunoassays have the advantages of simplicity and speed
in the analysis of SARS-CoV-2 antibodies, which is limited by the
qualitative analysis.[14] Generally, the
corresponding POCT platform should preferably have the features of
quantitative or semi-quantitative detection ability, visual signal
output, integrated operation, airtight safety, and nonrequirement
of external equipment.As a total analysis system, microfluidic
technology has unique
advantages in terms of precise fluid control, reagent transfer and
mixing, and system automation, which has good prospects in POCT.[15−20] For instance, Qin’s group developed an integrative volumetric
bar-chart chip for quantitative immune-analysis.[21] The chip realizes step-by-step reactions and visual output
of air pressure signals by movement of different slices of the chip.
Although this design cleverly realizes integrated detection, the strict
air-tightness requirements between the chip slices cause certain difficulties
for reagent addition, transfer, and signal output. Zeng’s group
used an elastic polymer (polydimethylsiloxane, PDMS) to prepare a
pneumatically gated microfluidic chip for integrated magnetic fluid
immunoassay.[22] In their work, a precise
gas valve allows the immunomagnetic beads to participate in a multistep
reaction in a closed chip and directly produces the final fluorescence
signal. However, it is more suitable for microvolume reactions due
to the high demands in air pump control and micro-nano fabrication.
To automate operations, Tian et al. developed a fully automated centrifugal
microfluidic system for sample-to-answer viral nucleic acid testing.[23] This work has the advantages of automation and
multiplex detection but requires a specialized centrifugal device.
In order to achieve simple chip preparation and operation, researchers
developed an equipment-free microfluidic plastic chip with a water–oil
two-phase system for bioanalysis.[24,25] Although the
horizontal staggered arrangement of oil–water phases can effectively
integrate multistep reactions, the design still has several shortcomings.
First, in order to form a stable oil–water arrangement, the
connecting channel between the oil and water phases should be as small
as possible, which causes difficulties in the shuttle of the magnetic
beads. Second, the volume of water or oil is constant, which makes
it difficult to meet the requirements of reagent addition or reaction
heating. Therefore, the instability accompanied by the change in volume
limits the wide application of this design. Finally, although the
linear injection hole in the chip enhances air-tightness, it is accompanied
by difficulty in adding samples and residual reagents. Recently, Juang
et al. developed an oil-immersed lossless total analysis system for
the detection of SARS-CoV-2 virus.[18] In
this study, they constructed discrete hydrophilic sites on the chip
surface to load microdroplets. The enrichment, amplification, and
analysis of RNA was realized by the shuttle of magnetic beads in the
peripheral oil phase. However, it is still limited by a fixed solution
volume and cannot realize the addition of reagents.To overcome
the above problems, we developed a novel magnetofluid-integrated
multicolor immunochip (MMI-Chip) for visual analysis of NAbs to SARS-CoV-2
variants. The MMI-Chip uses mineral oil to block the connection between
reagent wells in the vertical direction, and provides a wide interface
for rapid and nondestructive shuttle of magnetic beads. Furthermore,
since the oil phase floats above the reagent wells, the volume change
caused by reagent addition, mixing, and heating can be balanced by
adjusting the oil phase. Additionally, the newly designed circular
injection hole can realize nondestructive addition and mixing of reagents
as well as one-time oil sealing, which greatly saves the operating
time. During the experiment, the MMI-Chip performs integrated and
airtight reactions by immunomagnetic fluid based on the shuttle of
magnetic beads between mineral oil and reagents by the movement of
a magnet. In order to obtain visualized signal output, gold nanorods
(AuNRs) with a size-dependent color effect are utilized as the ideal
chromogenic substrates.[26,27] Generally, horseradish
peroxidase (HRP) combined with HCl can oxidize tetramethylbenzidine
(TMB) to the divalent state, and then it etches the AuNRs to generate
different colors. We believe the MMI-Chip can provide a new strategy
for individualized antibody assessment and efficient epidemic control.
Experimental
Section
Reagents and Materials
Hexadecyl trimethyl ammonium
bromide (CTAB), sodium borohydride (NaBH4), chloroauric
acid (HAuCl·4H2O), silver nitrate (AgNO3), and ascorbic acid, were provided by Sinopharm Chemical Reagent
Co., Ltd. (Shanghai, China). SARS-CoV-2 (2019-nCoV) spike protein
(RBD, His Tag), SARS-CoV-2 (2019-nCoV) spike neutralizing antibody,
and rabbit Mab (A18805), were provided by Sinobiological Co., Ltd.
(Beijing, China). Goat anti-human IgG-HRP was purchased from Thermo
Fisher Scientific (Waltham, MA, USA). Goat anti-rabbit-HRP was provided
by the R&D System (Minneapolis, MN, USA). Ni-Charged MagBeads
were provided by Genscript Co., Ltd. (Piscataway, NJ, USA). Soluble
TMB substrate solution (A + B) was purchased from Tiangen Biotech
Co., Ltd. (Beijing, China). Mineral oil (light) was provided by Sigma-Aldrich
(St. Louis, MO, USA). Nonfat-dried milk, phosphate buffered saline
(PBS), and Tween-20 were obtained from Sangon Biotech Co. Ltd. (Shanghai,
China). The laser-cutting machine was purchased from Dongguan Foreverqi
Mechanical Equipment Co. Ltd. (Dongguan, China). Transmission electron
microscope 2100 (TEM) was purchased from JEOL (Beijing, China). The
microplate reader was purchased from Molecular Devices (Silicon Valley,
CA, USA).
Preparation of the MMI-Chip
The chip was designed using
the Auto-CAD software, and then different powers of the laser-cutting
machine were used for cutting PMMA of different thickness. As shown
in Figure S1, the cutting power required
for PMMA with a thickness of 3 mm (red), 1 mm (green), and 0.2 mm
(blue) is 100, 50, and 10 mW, respectively. Finally, the PMMA layers
can be assembled after cleaning with distilled water, soaking in PBST
(containing 5% milk), and drying. The assembly of the chip was completed
by using the adhesive force of transparent double-sided tape.
Preparation
of Gold Nanorods
The synthesis of AuNRs
with controllable size was achieved according to the seed growth method.[27] First, the seed solution was prepared. CTAB
(0.2 M, 5 mL) and HAuCl4 (0.5 mM, 5 mL) were added into
a 20 mL glass bottle and mixed at 500 rpm. At this time, the solution
was golden yellow. Then, the speed was adjusted to 1200 rpm, and chilled
NaBH4 (0.01 M, 0.6 mL) was quickly added. After 2 min of
stirring, the solution turned from golden yellow to brown. Next, the
solution was kept at 30 °C for 10 min and stored at room temperature
for later use. Second, the growth solution was prepared. AgNO3 (0.01 M, 0.60 mL) was added to CTAB (0.1 M, 73.76 mL) in
a 100 mL sample bottle and then stirred for 2 min at 700 rpm. After
holding at 30 °C for 15 min, HAuCl4 (10 mM, 4 mL)
was added and mixed at 1200 rpm for 2 min. Then, ascorbic acid (0.01
M, 4.4 mL) was added dropwise, and the solution gradually became colorless.
Finally, 160 μL of seed solution was added to the prepared growth
solution and stirred at 1200 rpm for 20 s. After keeping in a 30 °C
water bath for about 0.5 h, the λmax of the AuNRs
was analyzed when it was reddish-brown. If the peak was about 720
nm, the AuNRs were centrifuged and washed in a 50 mL centrifuge tube
to stop the reaction (10,000 rpm, 20 min). The obtained AuNRs were
resuspended in 32 mL of CTAB solution (0.1 M) and stored at room temperature.
The λmax and actual morphology of the AuNRs were
analyzed with a microplate reader and TEM, respectively.
Preparation
of Immunomagnetic Beads (MBs-RBD)
After
shaking and resuspending for 30 s, 200 μL of magnetic beads
(25% slurry) were placed in a low-adsorption centrifuge tube. The
centrifuge tube was placed on the magnetic shelf for 2 min until the
beads settled. Then the supernatant was discarded. Next, 1 mL PBST
was added and vortexed for 15 s to wash the magnetic beads, and the
process was repeated twice. Then, 10 μg of RBD protein in 160
μL of PBST was mixed with the magnetic beads overnight at 4
°C. Then, 400 μL of PBST (containing 30% milk) was added
to block the magnetic beads. Finally, the beads were resuspended in
PBST (containing 0.1% proclin to prevent the growth of microorganisms).
HRP Concentration-Dependent Gold Nanorod Etching
Two
microliters of DA-HRP samples with various concentrations in PBST
and 100 μL of the TMB solution were placed into the wells. As
a result, a series of concentrations of DA-HRP (6.7, 5.0, 4.0, 2.9,
1.3, and 0 ng mL–1) were formed. After incubation
away from light for 20 min, 50 μL of 1.0 M HCl was added to
stop the reaction. Then, the absorbance of the solution at 450 nm
(OD450) was measured. Finally, 100 μL of AuNRs solution was
added to the system for 5 min for color generation. In order to further
analyze the etching situation of AuNRs, the absorption spectrum of
the AuNRs was also collected for calculation of λmax offset.
Sensitivity and Specificity Analysis
RBD-Ab with different
concentrations of 0, 10, 50, 100, 500, 1000, 1500, and 2000 ng mL–1 was used for sensitivity evaluation. A variety of
proteins, including RBD-Ab, NP-Ab, human IgG, and rabbit IgG, were
used for specificity analysis. The concentration of RBD-Ab was 500
ng mL–1, while the concentrations of the other three
proteins were 5000 ng mL–1. In this experiment,
the incubation time for RBD-Ab capture and DA-HRP binding was 25 min,
while the reaction time for DA-HRP and magnetic beads was 20 min (protected
from light), and the etching time of AuNRs was 5 min. In order to
further analyze the etching situation of AuNRs, the absorption spectrum
of the AuNRs was also collected for calculation of λmax offset.
Analysis and Evaluation of Clinical Samples
Sample
collection was approved by the Human Research Ethics Committee at
the First Affiliated Hospital of Xiamen University (Project number:
KYX-2018-006). Volunteers’ blood samples were obtained by fingertip
or venous blood sampling. After standing, the blood can produce a
serum supernatant for further analysis. Only 2 μL of serum was
required for the experiment, which can be used for antibody analysis
after a 100-fold dilution. Detailed information about sample donors
(10 non-vaccine-immunized volunteers and 30 vaccine-immunized volunteers)
is listed in Table S1. Antibody concentrations
were evaluated semi-quantitatively by the color of the AuNRs, and
the clinical sensitivity and specificity of the method were calculated
according to Table S3.[28]
Results and Discussion
Principle and Fabrication
of the MMI-Chip
The MMI-Chip
contains eight liquid storage wells for loading different reagents
and a double-ended closed ring structure for loading mineral oil to
block the connection between reagent wells (Figure A). By shuttling immunomagnetic beads between
mineral oil and reagents via the vertical and horizontal movement
of the magnet, different reactions can be realized in distinct wells
(Figure B). In order
to perform immunoassay of neutralizing antibody, magnetic beads modified
with SARS-CoV-2 Spike RBD protein (MBs-RBD) were added to the sample
well. Then, multiple immunoassay steps, including capture of target
antibody (RBD-Ab), washing, binding of the detection antibody (DA-HRP),
and the color reaction of the signal substrate are accomplished in
order by shuttling the magnetic beads (Figure C). During visual signal acquisition, HRP
on DA-HRP is combined with HCl for oxidizing TMB to the divalent state,
and then etching AuNRs to generate different colors for semi-quantitative
readout.[26,29]
Figure 1
Schematic illustration of the MMI-Chip. (A)
Structural diagram
of the chip. It contains eight liquid wells for loading sample (I),
washing solution (II, III), detection antibody (IV), washing solution
(V–VII), and signal substrate (VII). (B) The process of magnetic
beads shuttling between the reagents and the mineral oil. Through
the vertical and horizontal movement of the magnet, the magnetic beads
can pass through the oil phase to participate in different reactions.
Mixing of the solution is achieved by the rotation of the magnet.
(C) Workflow of detection of NAbs. Magnetic beads immobilized with
RBD (MBs-RBD) successively complete the capture of target antibody
(RBD-Ab) derived from peripheral blood, binding of detection antibody
(DA-HRP), and reaction with substrate (TMB). Finally, HCl and AuNRs
are added to reservoir VII to obtain the antibody concentration-dependent
multicolor signal.
Schematic illustration of the MMI-Chip. (A)
Structural diagram
of the chip. It contains eight liquid wells for loading sample (I),
washing solution (II, III), detection antibody (IV), washing solution
(V–VII), and signal substrate (VII). (B) The process of magnetic
beads shuttling between the reagents and the mineral oil. Through
the vertical and horizontal movement of the magnet, the magnetic beads
can pass through the oil phase to participate in different reactions.
Mixing of the solution is achieved by the rotation of the magnet.
(C) Workflow of detection of NAbs. Magnetic beads immobilized with
RBD (MBs-RBD) successively complete the capture of target antibody
(RBD-Ab) derived from peripheral blood, binding of detection antibody
(DA-HRP), and reaction with substrate (TMB). Finally, HCl and AuNRs
are added to reservoir VII to obtain the antibody concentration-dependent
multicolor signal.
Preparation and Etching
Optimization of Gold Nanorods
The morphology and etching
condition of AuNRs are important factors
that restrict the sensitivity of visual detection. AuNR solution is
brown color when its absorbance (λmax) is above 700
nm, while it will gradually show a variety of colors such as gray,
blue, purple, or red when the λmax is below 700 nm.
Therefore, AuNRs with an initial λmax of about 700
nm are very conducive to a high-performance color-changing analysis.
As shown in Figure A–C, the TEM morphology characterization and elemental analysis
results indicated a uniform size and high purity of AuNRs. In order
to verify the etching principle of AuNRs, HRP, TMB, and HCl were used
for etching AuNRs (Figure D). The λmax value (703 nm) of the AuNRs
did not show much shift under single reagent conditions, while a significant
shift occurred when the three reagents participated cooperatively
in the reaction. Hexadecyl trimethyl ammonium bromide (CTAB), as the
solvent of AuNRs, aids in forming AuBr2– during the etching of AuNRs.[26,29] As shown in Figure E, CTAB mediated
the best etching effect when the concentration was 0.1 M. Since HCl
can terminate the HRP enzymatic reaction and completely oxidize TMB,
a sufficient dosage is necessary. When the HCl concentration was 1.0
M, the etching of AuNRs reached a plateau, indicating that the TMB
in the system was completely oxidized (Figure F). Therefore, 1.0 M HCl was chosen to be
the optimal concentration of HCl.
Figure 2
Characterization and etching optimization
of AuNRs. (A) TEM image
of AuNRs. (B) Elemental analysis of AuNRs. (C) Length distribution
of AuNRs. (D) Reagent conditions for AuNR etching. (E) Optimization
of CTAB concentration. Higher △λ indicates a significant
shift in λmax of AuNRs. (F) Optimization of HCl concentration.
Characterization and etching optimization
of AuNRs. (A) TEM image
of AuNRs. (B) Elemental analysis of AuNRs. (C) Length distribution
of AuNRs. (D) Reagent conditions for AuNR etching. (E) Optimization
of CTAB concentration. Higher △λ indicates a significant
shift in λmax of AuNRs. (F) Optimization of HCl concentration.
Verification of HRP Concentration-Dependent
AuNR Etching
Since the concentration of target antibody can
be evaluated by the
concentration of HRP on the detection antibody (DA) by ELISA, the
relationship between HRP and AuNR etching is important for sensitive
analysis of antibody level. As shown in Figure A, during the reaction with a series of gradient
concentrations of DA-HRP and 1.0 M HCl, TMB is oxidized and presents
a yellow signal. Only by collecting the absorbance values with a microplate
reader can the signal strength be distinguished. Instead, AuNRs can
be etched by the generated TMB2+ from different concentrations
of DA-HRP, resulting in varying degrees of peak shift (Figure B). Therefore, the detection
results are converted from the original yellow signal of TMB to different
color signals of AuNRs (Figure C), which can be easily distinguished by naked eye for semi-quantitative
assessment of DA-HRP concentration. To further explore the reason
for color change, TEM imaging of different experimental groups was
performed to measure the size of the AuNRs. As shown in Figure D, as the concentration of
DA-HRP increases, the AuNRs gradually change from a long rod shape
to a spherical shape. With increased etching, the length of the AuNRs
decreases significantly (Figure E), resulting in changes in the absorption spectra.
Figure 3
HRP-dependent
etching of AuNRs. (A) TMB-based ELISA results under
different DA-HRP concentrations. (B) Absorption spectra of AuNRs at
different DA-HRP concentrations. (C) Absorption peak shift (△λ)
and color change of AuNRs under different DA-HRP concentrations. (D)
TEM images of AuNRs at different DA-HRP concentrations. (E) Statistical
length difference of AuNRs under different etching conditions.
HRP-dependent
etching of AuNRs. (A) TMB-based ELISA results under
different DA-HRP concentrations. (B) Absorption spectra of AuNRs at
different DA-HRP concentrations. (C) Absorption peak shift (△λ)
and color change of AuNRs under different DA-HRP concentrations. (D)
TEM images of AuNRs at different DA-HRP concentrations. (E) Statistical
length difference of AuNRs under different etching conditions.
Fabrication and Manipulation of the Chip
The design
of the four PMMA layers is shown in Figure S2A, including a bottom support layer, an aqueous phase layer containing
reagent wells, an oil phase layer containing oil well, and the top
layer with reagent inlets. The aqueous layer containing the reagent
reservoirs is 3 mm thick, while the other three layers are 1 mm thick.
After assembly and cleaning, the chip was successfully used for simulation
experiments. As shown in Figure S2B, after
reagent loading and oil sealing, with the help of the vertical and
horizontal movement of the magnet, the magnetic beads can pass through
the oil phase to participate in different reactions and mediated the
visual analysis. Detailed operation can be found in Video 1 and Video 2.
Antibody Analysis
in Buffer
Before on-chip experiments
were undertaken, the experimental conditions of the ELISA system based
on magnetic beads were optimized, including the concentration of skimmed
milk in the blocking solution of magnetic beads or DA-HRP, the concentration
of Tween-20 in the DA-HRP solution, and the number of magnetic beads
used in one test (Figure S3). Briefly,
PBS (0.05% Tween-20), containing 5% and 50% milk was used for DA-HRP
dilution and magnetic bead dispersion, respectively, so that the lowest
background adsorption signal was realized. Then, the performance of
on-chip analysis, mainly including sensitivity and specificity, were
verified. The neutralizing antibody (RBD-Ab) with various concentrations
of 0, 10, 50, 100, 500, 1000, 1500, and 2000 ng mL–1 was applied for analysis (Figure A). As a result, the corresponding AuNR colors were,
in order, brown, gray, aquamarine, blue, purple, fuchsia, red, and
pink. To obtain quantitative information, the solution was collected
for absorbance measurement and △λ calculation (Figure B). △λ
showed a good linear relationship in the antibody concentration range
of 10–1000 ng mL–1 (Figure C). Then, RBD-Ab, PBS, NP-Ab, human IgG,
and rabbit-IgG were adopted for specificity evaluation. As shown in Figure D, the experimental
group with RBD-Ab was blue, while the results of other proteins all
appeared brown or gray, similar to that of PBS. The absorption spectrum
of each sample was also recorded for △λ calculation,
showing that only the RBD-Ab experimental group has a significant
△λ value (Figure E,F).
Figure 4
Assessment of the sensitivity and specificity of on-chip
assay.
(A) Visual analysis results at different RBD-Ab concentrations (0,
10, 50, 100, 500, 1000, 1500, and 2000 ng mL–1).
(B) Absorption spectra of AuNRs at different RBD-Ab concentrations.
(C) Standard curve of △λ versus log10 [RBD-Ab].
(D) Visual analysis results for different proteins. (E) Absorption
spectra of AuNRs with different proteins. (F) △λ of AuNRs
for different proteins. The concentration of RBD-Ab is 500 ng mL–1, and the concentrations of the other three proteins
is 5000 ng mL–1. The error bars represent mean value
with standard deviation obtained from three replicates.
Assessment of the sensitivity and specificity of on-chip
assay.
(A) Visual analysis results at different RBD-Ab concentrations (0,
10, 50, 100, 500, 1000, 1500, and 2000 ng mL–1).
(B) Absorption spectra of AuNRs at different RBD-Ab concentrations.
(C) Standard curve of △λ versus log10 [RBD-Ab].
(D) Visual analysis results for different proteins. (E) Absorption
spectra of AuNRs with different proteins. (F) △λ of AuNRs
for different proteins. The concentration of RBD-Ab is 500 ng mL–1, and the concentrations of the other three proteins
is 5000 ng mL–1. The error bars represent mean value
with standard deviation obtained from three replicates.
Clinical Sample Analysis
In order to evaluate the performance
of the MMI-Chip in clinical applications, samples from 10 non-vaccine-immunized
volunteers and 30 vaccine-immunized volunteers were used for the analysis
of RBD-Ab. The relative level of antibody can be estimated by the
final color of the AuNRs. Gray, aquamarine, blue, purple, fuchsia,
and red represent a gradual increase in antibody levels (Figure A). As shown in Figure B, all 10 non-vaccine-immunized
sera generated gray signals, indicating low concentrations of RBD-Ab.
In contrast, different colors were observed among 30 vaccine-immunized
sera from volunteers of different ages, indicating the different levels
of RBD-Ab. The clinical sensitivity of the method were calculated
according to Table S3.[28] With the gray hole as a control, the sensitivity for different
sample groups (all ages, 18–40, 40–70) were (15 + 10)/30
= 83.3%, 15/15 = 100%, and 10/15 = 66.6%, respectively.
Figure 5
Antibody analysis
in clinical samples. (A) Different colors (from
number 1 to number 6) represent a gradual increase in antibody levels.
(B) Antibody analysis of non-vaccine-immunized and vaccine-immunized
volunteers. (C) △λ of AuNRs for nonimmunized and immunized
volunteers. (D) ROC analysis of △λ between the nonimmunized
and the immunized volunteer group. (E) Change in antibody levels in
the body over time. Volunteers got booster vaccine at 6 months post-immunization.
The smaller the △λ value, the lower the relative level
of antibody.
Antibody analysis
in clinical samples. (A) Different colors (from
number 1 to number 6) represent a gradual increase in antibody levels.
(B) Antibody analysis of non-vaccine-immunized and vaccine-immunized
volunteers. (C) △λ of AuNRs for nonimmunized and immunized
volunteers. (D) ROC analysis of △λ between the nonimmunized
and the immunized volunteer group. (E) Change in antibody levels in
the body over time. Volunteers got booster vaccine at 6 months post-immunization.
The smaller the △λ value, the lower the relative level
of antibody.To further digitize the difference
in antibody levels between different
individuals, the AuNRs solutions were re-collected for absorbance
measurement and △λ calculation. As shown in Figure C, △λ
of vaccine-immunized sera is significantly higher than that of non-vaccine-immunized
sera. Additionally, the △λ derived from individuals of
18–40 years old are significantly higher than that of individuals
over 40 years old. From the ROC curve in Figure D, the corresponding AUC values (the area
under the curve and the coordinate axis) of different age groups (all
ages, 18–40, 40–70) are 0.928, 1.000, and 0.857, respectively,
representing reliable analytical results. Overall, based on the color
differences and digitized results, it can be concluded that older
individuals (aged 40–70) showed relatively weaker immune responses
compared to younger volunteers (aged 18–40). Additionally,
no significant difference was observed in △λ between
genders (Figure S4A). Detailed volunteer
information is presented in Tables S1 and S2. It is worth noting that high antibody levels indicate that the
body has a better immune response, which is suitable for qualitative
assessment of antiviral effect. However, there was no direct quantitative
relationship between the antibody level and virus neutralization capacity,
which is restricted by detection standards, virus mutations, and so
on.[4] Furthermore, to assess the reliability,
the results of the MMI-Chip were compared with those generated by
the traditional ELISA method (Figure S4B). As shown in Figure S4C,D, there was
a linear consistent result (R2 = 0.9018)
and an average bias of 1.9 ng mL –1 from −33.0
to −36.8 ng mL –1 with 95% confidence interval,
indicating that the MMI-Chip assay is feasible for antibody assay
in clinical samples. Additionally, antibody analysis can be performed
with a simple fingertip blood draw, thanks to the small sample volume
required for the experiment. We compared the antibody levels of venous
blood and fingertip blood of the same volunteer. As shown in Figure S5, there was no significant difference
in antibody levels.The analysis of antibody levels at different
time points after
immunization is helpful not only for identifying people with relatively
low immune responses but also for finding the best vaccine booster
immunity time. In this work, we conducted a follow-up analysis based
on NAbs levels on vaccine-immunized volunteers. As shown in Figure E, as time goes by,
△λ gradually decreases, indicating a decrease of NAbs.
The antibody level decreased to half the initial value at about 3
months and reached a relatively low level at 5 months. Similarly,
some studies have shown that the half-life of anti-SARS-CoV-2 RBD
IgG antibodies in individuals following viral infection was found
to be ∼110 days.[30,31] To maintain individual’s
dynamic antibody levels for a better protection against SARS-CoV-2,
the booster immunization of vaccine is scheduled for 5–6 months
in most countries. It can be seen from the Figure E that the antibody level of the volunteers
rebounded significantly after 1 month of booster immunization.
Conclusions
In summary, we have constructed a novel magnetofluid-integrated
multicolor immunochip (MMI-Chip) for visual analysis of neutralizing
antibodies to SARS-CoV-2 variants. The three-dimensional oil–water
two-phase structure of the chip enables multistep reactions to be
integrated into a simple, closed magnetofluid immunoassay system.
By using the chip, external exposure caused by multistep reagent addition
can be avoided so as to achieve biological safety and user-friendliness.
Additionally, compared to the traditional oil–water two-dimensional
structure, the three-dimensional structure allows mixing and addition
of reagents, benefiting from the variable volume of the upper oil
phase. In the analysis of clinical samples, the MMI-Chip realized
the identification of vaccine-immunized volunteers with a sensitivity
of 83.3%, and the results were linearly correlated with that of the
standard ELISA method. Furthermore, through the visual multicolor
signals, the antibody level of the same immunized individual can also
be monitored over time. In short, the MMI-Chip platform represents
a new and rapid detection strategy for determination of antibody concentration,
and will inspire further study of integrated microfluidic analytical
systems.
Authors: Parakkal Deepak; Wooseob Kim; Michael A Paley; Monica Yang; Alexander B Carvidi; Emanuel G Demissie; Alia A El-Qunni; Alem Haile; Katherine Huang; Baylee Kinnett; Mariel J Liebeskind; Zhuoming Liu; Lily E McMorrow; Diana Paez; Niti Pawar; Dana C Perantie; Rebecca E Schriefer; Shannon E Sides; Mahima Thapa; Maté Gergely; Suha Abushamma; Sewuese Akuse; Michael Klebert; Lynne Mitchell; Darren Nix; Jonathan Graf; Kimberly E Taylor; Salim Chahin; Matthew A Ciorba; Patricia Katz; Mehrdad Matloubian; Jane A O'Halloran; Rachel M Presti; Gregory F Wu; Sean P J Whelan; William J Buchser; Lianne S Gensler; Mary C Nakamura; Ali H Ellebedy; Alfred H J Kim Journal: Ann Intern Med Date: 2021-08-31 Impact factor: 25.391