Rapid, sensitive, on-site identification of SARS-CoV-2 infections is an important tool in the control and management of COVID-19. We have developed a surface-enhanced Raman scattering (SERS) immunoassay for highly sensitive detection of SARS-CoV-2. Single-chain Fv (scFv) recombinant antibody fragments that bind the SARS-CoV-2 spike protein were isolated by biopanning a human scFv library. ScFvs were conjugated to magnetic nanoparticles and SERS nanotags, followed by immunocomplex formation and detection of the SARS-CoV-2 spike protein with a limit of detection of 257 fg/mL in 30 min in viral transport medium. The assay also detected B.1.1.7 ("alpha"), B.1.351 ("beta"), and B.1.617.2 ("delta") spike proteins, while no cross-reactivity was observed with the common human coronavirus HKU1 spike protein. Inactivated whole SARS-CoV-2 virus was detected at 4.1 × 104 genomes/mL, which was 10-100-fold lower than virus loads typical of infectious individuals. The assay exhibited higher sensitivity for SARS-CoV-2 than commercial lateral flow assays, was compatible with viral transport media and saliva, enabled rapid pivoting to detect new virus variants, and facilitated highly sensitive, point-of-care diagnosis of COVID-19 in clinical and public health settings.
Rapid, sensitive, on-site identification of SARS-CoV-2 infections is an important tool in the control and management of COVID-19. We have developed a surface-enhanced Raman scattering (SERS) immunoassay for highly sensitive detection of SARS-CoV-2. Single-chain Fv (scFv) recombinant antibody fragments that bind the SARS-CoV-2 spike protein were isolated by biopanning a human scFv library. ScFvs were conjugated to magnetic nanoparticles and SERS nanotags, followed by immunocomplex formation and detection of the SARS-CoV-2 spike protein with a limit of detection of 257 fg/mL in 30 min in viral transport medium. The assay also detected B.1.1.7 ("alpha"), B.1.351 ("beta"), and B.1.617.2 ("delta") spike proteins, while no cross-reactivity was observed with the common human coronavirus HKU1 spike protein. Inactivated whole SARS-CoV-2 virus was detected at 4.1 × 104 genomes/mL, which was 10-100-fold lower than virus loads typical of infectious individuals. The assay exhibited higher sensitivity for SARS-CoV-2 than commercial lateral flow assays, was compatible with viral transport media and saliva, enabled rapid pivoting to detect new virus variants, and facilitated highly sensitive, point-of-care diagnosis of COVID-19 in clinical and public health settings.
The 2019
coronavirus disease
(COVID-19), caused by severe acute respiratory syndrome coronavirus
2 (SARS-CoV-2), is classified as a global pandemic by the World Health
Organization (WHO). Disease presentation varies from asymptomatic
to severe outcomes, including potentially lethal respiratory tract
infections,[1] with clinical symptoms typically
appearing within a few days of infection.[2]The gold-standard method of SARS-CoV-2 identification is real-time
reverse transcription quantitative polymerase chain reaction (RT-qPCR).[3,4] RT-qPCR targets SARS-CoV-2-specific open reading frame 1ab (ORF1ab),
nucleocapsid protein (N), envelope protein (E), or RNA-dependent RNA
polymerase sequences,[3] with typical limits
of detection (LOD) around 103 virus genomes/mL.[4] While highly sensitive and specific, RT-qPCR
is time-consuming, expensive, and requires qualified personnel and
specialized equipment for RNA extraction and amplification.[5] Furthermore, LODs vary considerably with the
quality of extracted RNA and virus load at sampling.[5−7]Enzyme-linked immunosorbent assays (ELISAs) have also been
developed
to detect SARS-CoV-2 and antivirus serological responses.[8,9] Immunoassays exploit the specificity of antibodies to detect their
target but lack the degree of amplification, which confers greater
sensitivity on PCR-based approaches. While traditional ELISAs are
laboratory-based, time-consuming (typically 3–4 h), expensive
(particularly for antibody production), and require skilled personnel,
point-of-care versions, such as lateral-flow (immuno)assays (LFA),
overcome some of these limitations.[10] LFAs
generate results readable with the naked eye in a matter of minutes
but with typical LODs of 105 to 107 genomes/mL,[11] while they also suffer from quantification limitations
and solid-phase effects.[12]Surface-enhanced
Raman scattering (SERS) spectroscopy is a powerful
analytical tool based on a property of inelastic light scattering
by Raman scatterers upon laser excitation, with scattering intensified
106 to 1011-fold at or near the surface of noble
metal substrates.[13] SERS has been adapted
to diagnostics by incorporating antibody moieties for biomarker recognition,
leading to detection of viruses[14] and antiviral
IgGs at pg/mL concentrations.[15] Most SERS
immunoapproaches to date have utilized monoclonal or polyclonal antibodies
that are laborious to isolate and expensive to produce.[14,16]Numerous vaccines and antibody therapies developed to combat
SARS-CoV-2
and reduce the severity of COVID-19 disease target the trimeric spike
protein via which the virus gains entry to host cells.[17,18] As mutations in the spike protein can lead to the emergence of virus
variants with increased transmissibility, diagnostic tools that can
rapidly and sensitively identify SARS-CoV-2, and quickly pivot to
identify newly emerging virus variants, are a core facet in suppressing
viral spread.Antibody engineering provides a pathway to faster
isolation (3–4
weeks) and less-expensive production of biorecognition moieties. Recombinant
single-chain Fv (scFv) antibody fragments (antibody VH and
VL domains, joined by a peptide linker[19]) retain the binding pocket of whole antibodies but lack
constant domains, which are unnecessary in vitro and
can cross-react in complex matrices.[20] Importantly,
due to their smaller size (27 kDa compared to 150 kDa monoclonal antibodies)
and absence of glycosylation, scFvs can be expressed in inexpensive
bacterial systems, such as Escherichia coli.[21] Furthermore, large scFv libraries
can be rapidly screened in vitro for molecules that
bind a target antigen, without the need for immunization, via phage
display technology.[22,23]In the present study, we
describe the isolation of scFvs that bind
receptor-binding domain (RBD) of SARS-CoV-2 spike protein, and their
incorporation into a point-of-care SERS immunoassay to detect SARS-CoV-2
using a commercially available, handheld, battery-operated device
(Figure ). The assay
is sensitive to femtogram quantities of antigen and detects SARS-CoV-2
but does not cross-react with closely related human coronavirus HKU1
spike protein. The assay has potential for widespread use in rapid,
point-of-care identification of SARS-CoV-2 infections.
Figure 1
Schematic of the SERS
immunoassay to detect SARS-CoV-2. (A) Magnetic
nanoparticles (MNPs) and gold nanoparticles (GNPs) with a Raman scatterer,
both coated with virus-binding scFv antibody fragments, form immune
complexes in the presence of virus. (B) After pelleting the immunocomplexes
(arrowed) using an external magnet, a handheld instrument is used
to interrogate the pellet, (C) yielding a SERS spectrum that is diagnostic
for the target.
Schematic of the SERS
immunoassay to detect SARS-CoV-2. (A) Magnetic
nanoparticles (MNPs) and gold nanoparticles (GNPs) with a Raman scatterer,
both coated with virus-binding scFv antibody fragments, form immune
complexes in the presence of virus. (B) After pelleting the immunocomplexes
(arrowed) using an external magnet, a handheld instrument is used
to interrogate the pellet, (C) yielding a SERS spectrum that is diagnostic
for the target.
Experimental Section
Materials
All chemicals were from Sigma-Aldrich unless
otherwise specified. E. coli amber-suppressor
strain TG1 was used to express phage-displayed scFvs for panning and
to titer the library and helper phage. E. coli strain HB2151 was used for soluble expression of scFvs. The YamoI
human scFv library was from Montarop Yamabhai.[22] SARS-CoV-2 proteins and inactivated viruses from BEI Resources
(Manasses, Virginia) are listed in the Acknowledgments.
Selection of
RBD-Binding ScFv-Phages
Procedures for
phage library rescue and titration
were as described in ref (22). The library was subjected to three rounds of panning on
immunotubes (Maxisorb, Nunc) coated overnight at 4 °C with 200
μg (Round 1), 20 μg (Round 2), or 2 μg (Round 3)
of RBD in 1 mL phosphate-buffered saline (PBS). After blocking (R1:
Superblock (Thermo Fisher, Ireland); R2: 3% skimmed milk powder in
PBS; and R3: 10% fetal bovine serum in PBS) for 2 h at room temperature,
tubes were washed three times with PBS. Phage particles (1012 colony-forming units in 4 mL of the appropriate blocking solution)
were added to tubes and incubated at room temperature for 1 h with
rocking and 1 h without rocking. Unbound phages were removed by washing
with PBS/Tween-20 (R1: eight washes with PBS/0.1% Tween-20; R2: R1
plus seven washes with PBS/0.2% Tween-20; and R3: R2 plus five washes
with PBS/0.5% Tween-20), followed by 10–20 washes with PBS.
Bound phages were eluted using 1 mg/mL trypsin for 10 min with rocking
at room temperature, followed by 50 mM glycine-HCl (pH 2.0) for 10
min with rocking at room temperature, and neutralized using 200 mM
NaHPO4, pH 7.5. Eluted phages were titered and rescued
for successive panning rounds using the KM13 helper phage.[22]
ELISA Analysis
RBD binding of polyclonal
scFv-phage
populations eluted after Rounds 1–3 and of monoclonal scFv-phage
or soluble scFv isolated after Round 3 was assessed by ELISA (see
the Supporting Information).
Soluble ScFv
Expression
Plasmid DNA was purified from
individual E. coli TG1 clones expressing
RBD-binding phages and used to transform E. coli HB2151 cells. Overnight E. coli cultures
were recultured in 50 mL LB broth containing 100 μg/mL ampicillin
to an OD600 of 0.6–0.7, when bacteria were induced
with 1 mM isopropyl β-d-1-thiogalactopyranoside. Culture
supernatants were collected after 20 h induction at 30 °C for
scFvs 2, 3, and 37, followed by purification by immobilized metal
affinity chromatography (IMAC). For scFv 10, cultures were induced
at 20 °C, and periplasmic proteins were extracted using ice-cold
TSE buffer (200 mM Tris, 500 mM sucrose, 1 mM ethylenediaminetetraacetic
acid, pH 8.0) for 30 min on ice with rocking, followed by the addition
of ice-cold distilled water for 1 h on ice with rocking. After centrifugation,
the supernatant containing the soluble scFv was dialyzed overnight
against 5 L of IMAC binding buffer (3.98 M NaCl, 80 mM NaH2PO4, 80 mM Na2HPO4·2H2O) at 4 °C.
Protein Purification
For IMAC purification
of scFvs,
a 1 mL Hitrap column (GE Healthcare, UK) was loaded with Ni2+ before equilibration with wash buffer (20 mM sodium phosphate, 0.5
M NaCl, pH 7.4) containing 20 mM imidazole. Protein samples were filtered
through a 0.4 μm filter, followed by addition of 20 mM imidazole
before loading onto the column. The column was washed with 20, 30,
and 10 mL wash buffer containing 20, 50, and 80 mM imidazole, respectively,
and eluted using wash buffer containing 400 mM imidazole. Eluted fractions
were dialyzed against PBS, and purified proteins were analyzed under
denaturing conditions in 12% SDS-PAGE. Gels were stained with InstantBlue
Coomassie stain (Expedeon, UK), or proteins were transferred to Amersham
Protran 0.2 μm nitrocellulose blotting membrane (GE Healthcare,
UK). Detection of scFvs utilized a monoclonal antipolyhistidine HRP-conjugated
antibody diluted 1:1000 in PBS containing 1% bovine serum albumin
(BSA). The color was developed using TMB.
ScFv DNA Analysis
ScFv diversity was analyzed by BstNI restriction
analysis of plasmid DNA from RBD-binding
clones and electrophoresis on 2% agarose. ScFv genes were sequenced
at Eurofins Genomics (Ebersberg, Germany).
SERS Nanotag Synthesis
SERS nanotags were generated
by a layer-by-layer method. Briefly, 60 nm GNPs (Ted Pella, Redding,
CA or synthesized in-house[24]) were labeled
by mixing 2.6 × 1010 particles with 66 μL of
fresh 0.8 mM Nile blue solution in a glass vial with stirring and
sonication for 30 min. 1 mL of 4 g/L, pH 7.0 poly(acrylic acid) was
added dropwise to stabilize Raman scatterers adsorbed onto GNPs, and
the reaction was stirred for 3 h. Particles were washed twice with
ultrapure water (16 000 × g, 10 min) and resuspended in
2 mL ultrapure water. A silica shell was then formed using a modified
Stöber method.[25] While stirring,
freshly made 0.3 mM 3-aminopropyltrimethoxysilane (APTMS) was added
at a ratio of 1 μL of APTMS to 1 mL of coated GNPs, and after
20 min, 17 mL of 2-propanol and 200 μL of EMSURE ammonia solution
(25%) were added under gentle stirring. Tetraethyl orthosilicate (TEOS)
was added in four portions (0.5 μL every 15 min) with gentle
stirring for an additional 16 h. Excess silica was removed by two
absolute ethanol washes (4415 × g, 15 min), and particles were
resuspended in 3 mL absolute ethanol. To functionalize silica-coated
particles with thiol groups, 1 μL of 0.3 mM degassed 3-mercaptopropyltriethoxysilane
(MPTES) was mixed with 1 mL of particles, followed by incubation for
6 h at 37 °C with shaking at 170 rpm. Particles were washed twice
with absolute ethanol (16 000 × g, 10 min) and twice with
ultrapure water.
ScFv Conjugation to Particles
ScFvs
were conjugated
to 10 mg/mL magnetic particles (Pierce NHS-Activated Magnetic Beads,
cat. #88826, Invitrogen) following the manufacturer’s protocol
(see Supporting Information).
SERS Immunoassay
SERS immunoassays were conducted by
combining 3 μL scFv-conjugated magnetic beads (2.88 × 10[7] particles), 12 μL scFv-conjugated SERS
nanotags (6.24 × 10[9] particles), the
desired amount of antigen prepared as a mock 50 μL sample in
viral transport medium (VTM), and reaction buffer (1× PBS, 1%
BSA) to a final volume of 500 μL in a 2 mL glass vial (cat #67502010,
Metrohm, Laramie, WY). Assays were incubated at room temperature,
shaking at 200 rpm for 20 min, after which formed immunocomplexes
were pelleted using an external magnet. Raman spectra of pellets with
solution on top were measured with a Mira DS handheld Raman spectrometer
(Metrohm) with O-Ring 41 (part #4011953, Danco) inserted into the
vial holder to focus the 785 nm laser on the pellet. Spectra were
collected using a laser power of 5 (50 mW), integration time 1 s,
and raster off, and the peak height was measured at 591 cm–1. All assays were performed in triplicate, and all concentrations
are reported as the antigen concentration in 50 μL of VTM.
Limit of Detection Calculations
Varying concentrations
of purified Wuhan-Hu-1 trimeric spike protein and inactivated Wuhan-Hu-1
SARS-CoV-2 were used to determine LOD. Signal intensities for LOD
were calculated using LOD = X + 3SD, where X is the mean and SD is the standard deviation of the negative
control.[26,27] These values were 718 and 4343 for the spike
protein and inactivated virus, respectively. Antigen concentration
versus Raman intensity was graphed, and logarithmic fits for the points
above the mentioned LOD intensities were used to convert the Raman
intensity at the LOD to an antigen concentration. Equations used were y = 292.81ln(x) – 906.54 and y = 431.96 ln(x) – 244.43 for spike
protein and inactivated virus, respectively.
Results and Discussion
Isolation
of RBD-Binding ScFvs
Phage display technology
is a powerful tool for in vitro isolation of high-affinity
antibody fragments against ligands of interest. Compared to traditional,
immunization-based methods, it is robust, cost-effective, relatively
simple to carry out, does not require animals, and yields target-binding
antibody molecules in weeks rather than months.[22,23]The YamoI scFv library, which contains more than 108 different human scFvs generated from 140 non-immunized donors,[22] was subjected to biopanning against immobilized
RBD: the domain of the homotrimeric spike protein via which SARS-CoV-2
interacts with human ACE2 to effect cell entry.[28] RBD was selected as a diagnostic target due to its high
expression level on SARS-CoV-2,[29] for increased
detection sensitivity, and its relatively poorly conserved sequence
amongst human coronaviruses,[17] to provide
specificity for SARS-CoV-2.Increasing washing stringency, decreasing
RBD concentration, and
varying blocking solution were utilized through three rounds of biopanning
to isolate RBD-binding scFvs (Figure A), which was evidenced by increased RBD binding of
polyclonal phage populations eluted after the second and third biopanning
rounds (Figure B).
Figure 2
Isolation
of RBD-binding scFvs by phage display. (A) Titers of
input and output phage populations throughout the three rounds of
library panning. CFU = colony-forming units. (B) ELISA analysis of
RBD binding of eluted polyclonal phage-scFv populations. R0: unpanned
library; R1–R3: polyclonal phage populations eluted after rounds
1–3 of library panning against immobilized RBD. ELISA wells
were coated with blocking solution (light columns) or 2 μg/mL
SARS-CoV-2 Wuhan-Hu-1 RBD (dark columns). Values represent the average
of three replicate wells, and error bars indicate the standard deviation.
A one-way ANOVA, followed by Dunnett’s multiple comparisons
test was performed: ns = not significant; ****: p < 0.0001.
Isolation
of RBD-binding scFvs by phage display. (A) Titers of
input and output phage populations throughout the three rounds of
library panning. CFU = colony-forming units. (B) ELISA analysis of
RBD binding of eluted polyclonal phage-scFv populations. R0: unpanned
library; R1–R3: polyclonal phage populations eluted after rounds
1–3 of library panning against immobilized RBD. ELISA wells
were coated with blocking solution (light columns) or 2 μg/mL
SARS-CoV-2 Wuhan-Hu-1 RBD (dark columns). Values represent the average
of three replicate wells, and error bars indicate the standard deviation.
A one-way ANOVA, followed by Dunnett’s multiple comparisons
test was performed: ns = not significant; ****: p < 0.0001.
Analysis of Anti-SARS-CoV-2
ScFvs
To isolate individual
RBD-binding antibody fragments from the polyclonal eluates, phage-displayed
scFvs from 40 randomly selected E. coli clones from panning round R3 were screened by ELISA. This identified
nine RBD-binding scFvs, DNA fingerprinting of which revealed four
distinct profiles. DNA sequencing established the sequences of the
four full-length scFv genes, encoding scFvs 2, 3, 10, and 37. The
four scFvs were expressed in a soluble, non-phage-linked format using
the non-amber-suppressor E. coli HB2151
strain, and purified at yields from 0.5 to 2 mg scFv per liter of
bacterial culture (data shown for scFv3 in Figure ). Half maximal effective concentrations
(EC50)—a measure of antibody binding used to screen
and affinity-rank antibody molecules[30]—of
12, 182, and 86 μg/mL were determined by ELISA for RBD for scFvs
2, 3, and 37, respectively (Figure S1).
The EC50 of scFv10 could not be calculated as signal saturation
was not achieved at 350 μg/mL scFv. As scFvs were isolated against
the RBD of spike protein, the ability of scFv3 to bind full-length
spike protein was also confirmed (Figure C), with an EC50 of 81 μg/mL.
Figure 3
Purification
and SARS-CoV-2 Wuhan-Hu-1 spike protein binding of
scFv3 expressed in E. coli. (A) Coomassie-stained
SDS-PAGE and (B) Western blot analysis of scFv3 purification. 1: molecular
weight markers; 2: E. coli culture
supernatant; 3: IMAC column flow through; 4–5: column washes
with 20 and 50 mM imidazole, respectively; and 6–9: fractions
eluted using 400 mM imidazole. Arrows indicate the expected molecular
weight. (C) ELISA analysis of binding of purified scFv3 to 4 μg/mL
SARS-CoV-2 Wuhan-Hu-1 spike protein. Values represent the average
of three replicate wells, and error bars indicate the standard deviation.
Purification
and SARS-CoV-2 Wuhan-Hu-1 spike protein binding of
scFv3 expressed in E. coli. (A) Coomassie-stained
SDS-PAGE and (B) Western blot analysis of scFv3 purification. 1: molecular
weight markers; 2: E. coli culture
supernatant; 3: IMAC column flow through; 4–5: column washes
with 20 and 50 mM imidazole, respectively; and 6–9: fractions
eluted using 400 mM imidazole. Arrows indicate the expected molecular
weight. (C) ELISA analysis of binding of purified scFv3 to 4 μg/mL
SARS-CoV-2 Wuhan-Hu-1 spike protein. Values represent the average
of three replicate wells, and error bars indicate the standard deviation.ScFv production in E. coli provides
a cost-effective alternative to mammalian expression of whole antibodies
or the use of commercial antibodies in immunosensor development, as
it is faster, less expensive, generates higher yields, and is easier
to scale up than mammalian cell expression.[19] While E. coli is poorly adapted to
produce large, glycosylated immunoglobulins, it is ideally equipped
to express smaller antibody-derived fragments such as scFvs.[19,31] ScFvs are also particularly suited to in vitro applications
as their variable domains provide binding specificity similar to whole
antibodies but the absence of constant domains—necessary in vivo for immune effector functions—reduces the
potential for cross-reactivities. Meanwhile, their smaller size and
more compact shape[19,20] allow for denser packing of target
recognition sites on sensor surfaces for improved detection.
SERS Immunodetection
of Viral Antigen
While SERS immunoassays
share antigen recognition and immunocomplex formation with other antibody-based
approaches, SERS detection is orders of magnitude more sensitive than
colorimetric or fluorescence-based ELISA, or lateral flow methods.[15,32] The SERS nanotags used in this study consist of a 56.6 ± 9.0
nm gold core to which a Raman-scattering dye, Nile blue, was adsorbed
and encapsulated within a 5.4 ± 2.1 nm silica shell (Figure S2). Nile blue is a redox dye with a characteristic
Raman peak observed at 591 cm–1 (Figure S3). The assay was established based on our previous
studies using whole antibodies,[14,16] with the incubation
time with antigen (20 min) and collection times with the magnet (10
min) varied to optimize the signal to background ratio for the SERS-scFv
assay (Figure S4). Assays were carried
out in VTM as this is the typical storage medium for SARS-CoV-2 swabs.SARS-CoV-2 exhibits high overall sequence identity with other beta
viruses of the Coronaviridae family, including 81% with HKU1, 80%
with SARS-CoV, and 50% with MERS-CoV.[33] Spike protein sequences are less conserved between the viruses,[17] however, potentially allowing discrimination
between SARS-CoV-2 and HKU1, which is responsible for common cold
infections. Of the four scFvs, scFv3 strongly differentiated between
SARS-CoV-2 and HKU1 coronavirus homotrimeric spike proteins in assays
utilizing the same scFv tethered to the MNP and SERS nanotags (Figure A). Additional assays
containing only scFv3 (scFv3+3 assays) carried out with 1000×
higher concentrations of HKU1 spike protein yielded no significant
signal (Figure S5), indicating that common
coronavirus infections are unlikely to cause false-positive results
in the assay.
Figure 4
ScFv specificity for SARS-CoV-2 spike proteins. (A) SERS
assays
were performed with the same scFv on both MNP and SERS nanotags. Reactions
contained no antigen or 50 ng of Wuhan-Hu-1 SARS-CoV-2 or HKU1 coronavirus
homotrimeric spike protein. (B) SERS assays with scFv3 on both MNP
and SERS nanotags (scFv3+3 assay). Assays were performed with no antigen
or 100 pg of the relevant spike protein: HKU1, Wuhan-Hu-1 SARS-CoV-2,
and alpha (B.1.1.7), beta (B.1.351), and delta (B.1.617.2) variants.
Data are an average of three replicates and error bars indicate the
standard deviation. Two-way (A) or one-way (B) ANOVA by Dunnett’s
multiple comparisons tests were performed: ns = not significant; *: p < 0.05; ***p < 0.001; and ****p < 0.0001.
ScFv specificity for SARS-CoV-2 spike proteins. (A) SERS
assays
were performed with the same scFv on both MNP and SERS nanotags. Reactions
contained no antigen or 50 ng of Wuhan-Hu-1 SARS-CoV-2 or HKU1 coronavirus
homotrimeric spike protein. (B) SERS assays with scFv3 on both MNP
and SERS nanotags (scFv3+3 assay). Assays were performed with no antigen
or 100 pg of the relevant spike protein: HKU1, Wuhan-Hu-1 SARS-CoV-2,
and alpha (B.1.1.7), beta (B.1.351), and delta (B.1.617.2) variants.
Data are an average of three replicates and error bars indicate the
standard deviation. Two-way (A) or one-way (B) ANOVA by Dunnett’s
multiple comparisons tests were performed: ns = not significant; *: p < 0.05; ***p < 0.001; and ****p < 0.0001.The sensitivity of SERS
immunoassays combining scFv3 with scFvs
2, 10, or 37 (scFv3 on SERS nanotags and scFv 2, 10, or 37 on MNPs)
was compared to that the scFv3+3 assay. After incubation with 50 ng
of Wuhan-Hu-1 S trimer, the signal/background ratio for the scFv3+3
assay was 2.4, and only 1.2, 1.7, and 1.8 for the scFv3+2, 3 + 10,
and 3 + 37 reactions, respectively (data not shown). Therefore, based
on its sensitivity for SARS-CoV-2 spike protein and lack of cross-reactivity
with HKU1 protein, the scFv3+3 SERS immunoassay was utilized in further
validation studies.As mutations in the antibody target can
compromise diagnostic tests,[34] we investigated
the ability of the scFv3+3 assay
to detect SARS-CoV-2 variants with known RBD mutations. Homotrimeric
spike proteins from all three lineages investigated were successfully
detected, with signal intensity equal to or greater than those of
the Wuhan-Hu-1 strain: B.1.1.7 (“alpha”: N501Y mutation
in RBD), B.1.351 (“beta”: K417N/E484K/N501Y), and B.1.617.2
(“delta”: L452R/T478K)[35] (Figure B). As further virus
variants emerge, the speed and economy of the outlined biopanning-scFv
expression-SERS assay pipeline, compared to traditional antibody isolation
and production approaches,[19] will enable
diagnostic tests to be produced and validated in a matter of weeks,
for continued monitoring and control of evolving outbreaks. Additionally,
the multiplex capability of SERS tests, exploiting the non-overlapping
Raman peaks of different scatterers,[16] creates
the potential to develop an assay utilizing multiple scFvs, which
can distinguish between virus variants in a rapid, on-site assay.
Detection of Virus
As scFvs were isolated based on
their binding of purified RBD, the ability of the scFv3+3 SERS immunoassay
to detect whole virus was investigated. Gamma-inactivated SARS-CoV-2
USA-WA1/2020 isolate, raised in Vero cells, and heat-inactivated SARS-CoV-2
B.1.1.7 strain (alpha variant), cultured in Vero E6 cells, were used
at a concentration of 6.49 × 105 genomes/assay, the
equivalent of 5–19 pg of purified spike protein.[29] All viruses were detected with a signal similar
to the 5 pg Wuhan-Hu-1 spike protein positive control (Figure S6). No difference between detection of
heat-inactivated and gamma-inactivated virus SARS-CoV-2 Wuhan-Hu-1
virus was observed.
Limit of Detection of SERS Immunoassay
The LOD of the
scFv3+3 SERS assay was determined using purified Wuhan-Hu-1 spike
protein and inactivated Wuhan-Hu-1 SARS-CoV-2 (Figure ). The LOD for spike protein was calculated
as 257 fg/mL and the LOD for inactivated virus as 4.1 × 104 genomes/mL in the mock sample (Figure S7). This sensitivity compares favorably with immunoassays
and lateral flow COVID-19 tests, which have typical reported LODs
in the ng/mL or pg/mL range,[36−39] or 105–107 genomes/mL
in the case of LFAs.[11] In this study, the
LOD for gamma-inactivated SARS-CoV-2 Wuhan-Hu-1 virus was demonstrated
to be between 6.56 × 105 and 1.31 × 106 genomes/mL using a commercial LFA (Figure S8)—corresponding to 16× to 32× less sensitive than
the scFv3+3 SERS immunoassay. Meanwhile, we have previously demonstrated
a SERS assay to be >400-fold more sensitive than an ELISA using
the
same reagents.[15]
Figure 5
Limit of detection of
scFv3+3 SERS assay for: (A) purified SARS-CoV-2
Wuhan-Hu-1 spike protein or (B) gamma-irradiated SARS-CoV-2 to simulate
a diagnostic sample. Signals are reported as an average of three replicates,
and error bars represent the standard deviation. A one-way ANOVA,
followed by Dunnett’s multiple comparison test was performed:
ns = not significant; **: p < 0.01; ****: p < 0.0001.[46]
Limit of detection of
scFv3+3 SERS assay for: (A) purified SARS-CoV-2
Wuhan-Hu-1 spike protein or (B) gamma-irradiated SARS-CoV-2 to simulate
a diagnostic sample. Signals are reported as an average of three replicates,
and error bars represent the standard deviation. A one-way ANOVA,
followed by Dunnett’s multiple comparison test was performed:
ns = not significant; **: p < 0.01; ****: p < 0.0001.[46]The extremely high sensitivity of the scFv3+3 assay derives
from
the ability of the SERS platform to differentiate Raman peaks from
the background signal at very low target concentrations.[32] Multiple studies have reported that viral loads
in infected individuals typically peak around symptom onset or within
2–4 days, followed by a gradual decrease over the next 1–3
weeks.[40,41] Virus loads of 1.5 × 106 and 1.6 × 105 virus copies/mL have been measured
in respiratory tract specimens from patients upon presentation with
severe and mild COVID-19 disease, respectively.[42] The on-site detection of virus at the LOD of 4.1 ×
104 genomes/mL in 30 min by the present test, therefore,
suggests a clear public health utility that complements existing test
formats. Importantly, while the assay was developed for VTM, a preliminary
investigation indicated its compatibility with saliva samples also
(Figure S9). Additionally, the assay requires
minimal power, relying just on a magnetic separation step and a battery-operated
spectrometer.Most approved RT-qPCRs have LODs around 103 RNA copies
per mL,[43] with a range from 180 to 600 000
“detectable units” (effectively virus genomes) per mL
amongst tests with FDA Emergency Use Authorizations.[44] Patient samples exhibiting fewer than 106 copies
of E or N protein mRNA per mL have been reported to contain minimal
or no measurable infectious virus;[41] this
has been proposed to indicate that RT-qPCR detects trace RNA amounts
after the virus is no longer transmissible, particularly at high cycle
threshold values.[43,45] Importantly also, as RT-qPCR
requires sample transport to dedicated laboratories for RNA purification,
amplification, and analysis, its test-to-result time is typically
at least 1–2 days, which critically reduces the efficacy of
testing and of control of virus spread, compared with rapid, point-of-care
tests such as the present assay.[43,45]
Conclusions
The scFv-SERS detection assay described offers highly sensitive
virus detection, a rapid sample-to-result time (30 min), and point-of-care
useability, using a commercial, hand-held Raman instrument. It has
an LOD of 257 fg/mL spike protein or 4.1 × 104 virus
genomes/mL in VTM, which is 1–2 orders of magnitude lower than
virus loads typical of infectious individuals. The assay detects B.1.1.7,
B.1.351, and B.1.617.2 virus variant spike proteins but does not cross-react
with common coronavirus HKU1 spike protein. Its use of in
vitro scFv isolation and E. coli expression technologies enables a fast pivot to detect newly emergent
variants. The assay can be used to support widespread, sensitive identification
of SARS-CoV-2 in clinical, public health, and point-of-care settings.
Authors: Jing Neng; Mark H Harpster; Hao Zhang; James O Mecham; William C Wilson; Patrick A Johnson Journal: Biosens Bioelectron Date: 2010-08-19 Impact factor: 10.618
Authors: Roman Wölfel; Victor M Corman; Wolfgang Guggemos; Michael Seilmaier; Sabine Zange; Marcel A Müller; Daniela Niemeyer; Terry C Jones; Patrick Vollmar; Camilla Rothe; Michael Hoelscher; Tobias Bleicker; Sebastian Brünink; Julia Schneider; Rosina Ehmann; Katrin Zwirglmaier; Christian Drosten; Clemens Wendtner Journal: Nature Date: 2020-04-01 Impact factor: 49.962
Authors: Daniel B Larremore; Bryan Wilder; Evan Lester; Soraya Shehata; James M Burke; James A Hay; Milind Tambe; Michael J Mina; Roy Parker Journal: Sci Adv Date: 2021-01-01 Impact factor: 14.136