Sonatan Das1, Dilip Kumar Agarwal2, Bikash Mandal3, V Ramgopal Rao1,4, Tapanendu Kundu1,2. 1. Centre for Research in Nanotechnology and Science, Indian Institute of Technology Bombay, Mumbai 400076, India. 2. Department of Physics, Indian Institute of Technology Bombay, Mumbai 400076, India. 3. Advanced Centre for Plant Virology, Indian Agricultural Research Institute, Pusa, New Delhi, Delhi 110012, India. 4. Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai 400076, India.
Abstract
The development of a nanoparticle-based optical platform has been presented as a biosensor for detecting target-specific plant virus DNA. The binding dynamics of gold nanoparticles has been studied on the amine-functionalized surface by the attenuated total reflection (ATR)-based evanescent wave absorption method monitoring the localized surface plasmon resonance (LSPR). The developed surface was established as a refractive index sensor by monitoring the LSPR absorption peak of gold nanoparticles. This nanoparticle-immobilized surface was explored to establish as a biosensing platform with target-specific immunoglobulin (IgG) antibody-antigen interaction. The IgG concentration-dependent variation of absorbance was correlated with the refractive index change. After successfully establishing this ATR configuration as an LSPR-based biosensor, the single-stranded DNA of the chilli leaf curl virus was detected using its complementary DNA sequence as a receptor. The limit of detection of this sensor was determined to be 1.0 μg/mL for this target viral DNA. This ATR absorption technique has enormous potential as an LSPR based nano-biosensor for the detection of other begomoviruses.
The development of a nanoparticle-based optical platform has been presented as a biosensor for detecting target-specific plant virus DNA. The binding dynamics of gold nanoparticles has been studied on the amine-functionalized surface by the attenuated total reflection (ATR)-based evanescent wave absorption method monitoring the localized surface plasmon resonance (LSPR). The developed surface was established as a refractive index sensor by monitoring the LSPR absorption peak of gold nanoparticles. This nanoparticle-immobilized surface was explored to establish as a biosensing platform with target-specific immunoglobulin (IgG) antibody-antigen interaction. The IgG concentration-dependent variation of absorbance was correlated with the refractive index change. After successfully establishing this ATR configuration as an LSPR-based biosensor, the single-stranded DNA of the chilli leaf curl virus was detected using its complementary DNA sequence as a receptor. The limit of detection of this sensor was determined to be 1.0 μg/mL for this target viral DNA. This ATR absorption technique has enormous potential as an LSPR based nano-biosensor for the detection of other begomoviruses.
In recent years, the
detection of harmful biomolecules or toxic
elements/agents has been a major global challenge for public health
and environmental and agricultural safety. The technological progress
of portable integrated biosensors plays a critical role in the on-site
detection of harmful biological substances. This biosensor helps to
improve the severity through proper preventive tactics of disease
management. In view of user convenience, several detection methodologies
have been developed using various sensing platforms such as photonics,[1,2] immunoassay,[3,4] fluorescence-based colorimetry,
and electrochemical methods.[5,6] Among them, the photonic-based
light–matter interaction technique is unique[7−10] and immune to electromagnetic
interference, which has the potential to revolutionize the biosensor
as point-of-care device applications. Today’s most available
biosensors work by measuring the change in light signals at a particular
wavelength or over the band of spectra due to variation in the refractive
index (RI) of the medium.[11,12] The change in input
light signal parameters such as transmitted/absorbed/reflected intensity,
angular shift, wavelength shift, and phase-shift measurement is a
tool to develop photonic-based compact and portable biomolecular sensors.[12−15]Fiber optic sensors (FOSs)[16−20] and attenuated total reflection (ATR) sensors[21−24] have been proved to have enormous
potential for the real-time detection of biomolecules utilizing the
concept of the evanescent wave absorption method. Over the last few
decades, the functionalized bare FOSs have been widely used to detect
hazardous biomolecules with good sensitivity and selectivity. Similarly,
the highly explosive chemicals and volatile gaseous molecules have
been identified by ATR-infrared spectroscopy.[25,26] Furthermore, the receptor-based functional molecule detection technique
has also been explored in various active research areas to detect
streptavidin,[27,28] immunoglobulin (IgG),[28−33] DNA,[32,33] and biomarkers.[34,35] However, for many biomolecules and micro-organisms, the available
bare FOS was not able to detect the change in molecular absorption
directly. Because, most of these molecules are composed of hydrocarbons,
nitrogen, organo-sulfur, and oxygenated phosphorus compounds, which
have optical absorption in the UV (wavelength < 300 nm) range.
Therefore, the development of a cost-effective and hand-held instrument
utilizing costly UV optical sources to monitor any biomolecular ligand-binding
reaction using an FOS in the UV region remains a technological challenge.
In another scenario, the ATR technique is very unique in the identification
of characteristic vibrational spectra, but it also has limitations
for portable device development such as achieving precious control
of sample operating temperature, integration of infrared optics, and
efficient detection with a miniaturized system.To address the
above problem, the FOS and ATR platforms have been
modified to a surface plasmon resonance (SPR) system with various
structures of metallic thin films. In this regard, novel metallic[23,36−38] (Au, Ag, Al, Ti) thin films have been used as a plasmon-carrying
layer on different substrates (e.g., glass, quartz, and so forth)
to improve the sensor response. This SPR technique has been used to
detect contaminated liquids, target specific binding of macromolecules
and micro-organisms,[39−43] where label-free detection, sensitivity, and limit of detection
(LOD) have also been emphasized for sample quantification. However,
the thin-film deposition system being an expensive process is the
bottleneck for developing low-cost devices. Localized SPR (LSPR) has
thus been introduced, which needs an easy chemical process for nanoparticle
synthesis. This LSPR technique also enhances the sensitivity and has
now become the forefront technique for better sample quantification
in many optical sensors. According to Lorenz–Mie scattering
theory, the light absorption efficiency of a spherical nanoparticle
is strongly affected by the dielectric constant of the surrounding
medium[44,45] and its particle size.[46−49] For uniform size distribution
of nanoparticles, the absorption efficiency will increase with an
increase in the RI of the surrounding medium, which will change the
LSPR peak position as well as the absorption amplitude. This variation
in LSPR signal is used to calculate the change in medium RIs and thus
the sensor response is measured. To develop RI sensors, novel metal
nanoparticles have been widely used in many optoelectronic biosensors,[50−53] which are capable of producing plasmon resonance in the visible
light spectrum (400 to 700 nm wavelength). Among all, it has been
found that gold nanoparticles (AuNPs) are chemically more stable[54,55] and offer a compatible multifunctional surface for the selective
binding of a wide range of biological ligands.[56−58] Recently, the
use of AuNPs as an LSPR agent in both FOS and ATR platforms has been
explored in many innovative ways for the detection of hazardous molecules,
allergic proteins, carcinogenic nucleic acids, malignant cells, and
viruses.[20,59−62]Although the FOS platform
provides better RI sensitivity (in the
order of 10–5 to 10–6) compared
to ATR (in the order of 10–4 to 10–5), FOS has certain constraints in the experimental process. FOS needs
a large amount (100–200 μL) of samples, whereas ATR needs
a very small amount (20–40 μL) samples. Since in many
cases, the availability of biomolecular samples is less in quantity,
our work is focused on the development of viral DNA detection protocols
using the ATR-LSPR platform. In this work, the begomovirus DNA from
the infected plants has been considered as the target biomolecule.
The plant pathogens or plant viruses are one of the most important
constraints in agriculture all over the world. Proper diagnosis is
an essential aspect for the management of plant viruses.[63−67] The polymerase chain reaction (PCR) and enzyme-linked immunosorbent
assay (ELISA) methods are popularly used techniques to detect plant
viruses.[68−72] However, these approaches are laboratory-dependent and time-consuming.
Therefore, there is a need for on-site and rapid diagnostic techniques
for the detection of plant viruses.In the present work, the
possibility of developing an evanescent
wave absorption-based ATR-LSPR biosensor for the detection of plant
viruses has been investigated utilizing the chilli leaf curl virus
(ChiLCV; Genus: Begomovirus, Family:
Geminiviridae) as a case representative of plant viruses. The amine-functionalized
surface was used to immobilize the AuNPs by monitoring the nanoparticles’
LSPR absorbance peak. This surface was used to study the effect on
the LSPR signal due to the change of RI using sucrose solutions and
thus the sensing platform was calibrated for the RI sensor. Furthermore,
the biomolecular binding was tested using a fluorescein isothiocyanate
(FITC)-tagged target-specific IgG antigen. This antigen detection
was confirmed by monitoring the LSPR absorbance peak at 540 nm wavelength.
Also, the LOD of this IgG biomolecule was determined by varying the
concentration of the target. Finally, this ATR-LSPR platform was transformed
into a complementary oligonucleotide probe surface and the plant viral
DNA, that is, the single-stranded DNA (ssDNA) of ChiLCV has been successfully
detected.
Experimental Method
Optical Setup
An experimental setup
for the absorbance
measurement with ATR-LSPR configurations was developed using the Kretschmann
prism configuration,[22] as shown in Figure a. To facilitate
biomolecular interactions, a circular (5 mm diameter) reaction chamber/cavity
with the maximum available volume (40 μL) was prepared using
a cellulose tape (Wonder-555). This sample cavity was attached on
top of the functionalized coverslip and placed on the prism base surface
using an RI matching (n = 1.515/20D) liquid. The reflected light from the prism base was focused using
an objective lens into one end of the fiber port of an optical fiber
coupler and another end of the fiber was connected to a spectrophotometer
(AvaSpec-ULS2048CL-EVO). All experimental events were monitored in
real time in the spectral range from 400 to 900 nm wavelength throughout
the experiment. The detailed description of the experimental setup
is given in Supporting Information S1.
Figure 1
(a) ATR-LSPR
experimental setup with a broadband light source,
a prism, an objective lens and a spectrometer and (b) real-time-monitored
LSPR absorbance peak evolution and AuNP binding time dynamics (inset
figure).
(a) ATR-LSPR
experimental setup with a broadband light source,
a prism, an objective lens and a spectrometer and (b) real-time-monitored
LSPR absorbance peak evolution and AuNP binding time dynamics (inset
figure).
LSPR Probe Preparation
The standard glass coverslip
was functionalized by the silanization method,[73] using 3-aminopropyl triethoxysilane (APTES) solution (Supporting Information S2, Figure S1) and placed
on the prism surface to prepare LSPR probes. First, the absorption
spectrum of de-ionized (DI) water was taken as a reference for AuNPs,
later this DI was replaced by 40 μL AuNPs (∼50 nm size)
solution (AuNP synthesis details are given in Supporting Information S2, Figure S2). The purple-red color
of nanoparticles inside the sample cavity starts diminishing when
nanoparticles began slowly attaching to the active amine sites (Supporting Information S2, Figure S3). It was
observed that the LSPR absorption peak became sharp and prominent
with time and no peak broadening or any secondary peak was observed
throughout the immobilization period (Figure b). Initially, the absorbance dynamics of
nanoparticles increased very fast and slowed down when it reached
the steady state (inset image in Figure b). Then, the unbound AuNPs were removed
carefully by washing the cavity with DIwater without disturbing the
LSPR peak and finally the final absorbance was found to be 0.42 units
in DIwater medium. The nanoparticle density was estimated from scanning
electron microscopy (SEM; JEOL; JSM-7600F FEG-SEM) micrograph (Supporting Information S2, Figure S4) to be 117
to 130 nanoparticles/μm2.
Antibody (IgG) Immobilization
After immobilizing the
AuNPs, 20 mM cysteamine (Cys) solution was introduced into the sample
chamber for 10–15 min. The residual Cys was removed by washing
with DIwater and then the cavity was incubated with 5% glutaraldehyde
(GA) solution for 15 min which led to a cross-linking reaction; however,
one end of the GA chain was left open for human IgG (HIgG) receptors.
First, the HIgG antibody (0.2 mg/mL) was immobilized for 30 min. After
incubation, the excess amount of sample was removed and the cavity
was washed with the phosphate-buffered saline (PBS) to remove any
loosely bound molecules. The surface was then treated with bovine
serum albumin (BSA) (4 mg/mL) to prevent any non-specific binding
and again cleaned with PBS solution (details of the process are given
in Supporting Information S3, Figure S5).
The binding spectra were recorded and used for further analysis.
Complementary DNA Preparation
A small stretch of nucleotide
sequence from the genome of ChiLCV was utilized as the receptor sequence
to capture the target virus DNA. The receptor sequence contained 18
nucleotides (code: 862BM R, sequence: 5′ CATCAGAGCATTCTCACT
3′) which were in the complementary orientation of the corresponding
sequence in the genome coordinate 976–993 of the virus (ChiLCV).
The receptor sequence was synthesized from GCG Biotech, India. The
length of the primer was found to be 70–74 base pairs with
a length around 25 nm. Later, this receptor sequence was used for
immobilization on the LSPR probe surface and thus complementary DNA
(cDNA) probes were prepared.
Viral DNA (Target DNA) Isolation
Field samples with
typical leaf curl symptoms were collected and tested by the PCR method
with the specific primers of ChiLCV. From one of the positive viral
samples, the virus was transmitted to healthy chilli seedlings through
whitefly inoculation under controlled environmental conditions, and
the stock culture was maintained in the greenhouse (Supporting Information S3, Figure S6a). The inoculated plants
exhibited typical leaf curl symptoms by 2–3 weeks post-inoculation,
and the infected chilli leaf samples (100 mg) showing typical leaf
curl symptoms were used to isolate total DNA using the DNeasy Plant
Mini Kit (Quiagen, Valencia, CA, USA), which was then eluted with
50 μL of autoclaved double distilled water following the procedure
described by Senanayake et al.(74) The presence of viral DNA was verified by PCR and the final
concentration of viral DNA was found to be 0.01 mg/mL.
Non-Target
DNA Preparation
To test the specificity
and cross-validation of the sensor, an unknown target DNA sequence
was obtained from a healthy chilli plant leaf that was not infected
by the virus. Chilli seedlings were raised in an environment-controlled
plant growth chamber (Supporting Information S3, Figure S5b), and DNA was isolated from 100 mg of leaf tissues as
described above. The final healthy DNA concentration was found to
be 0.01 mg/mL.
Results and Discussion
RI Sensitivity
The RI sensitivity of the prepared LSPR
probe was investigated, as given in Figure S7 (Supporting Information S4), using solutions with RI values
in the range of 1.3320–1.3999 RIU (refractive index units).
To understand the RI response, 40 μL of eight different sucrose
solutions (w/v; 5, 10, 15, 20, 25, 30, 35, and 40%) were carefully
dropped inside the sample cavity sequentially and the real-time change
in LSPR spectra was recorded. The sample cavity was washed with DIwater after each experiment. The change in the LSPR absorbance spectrum
was observed (Figure a) due to the exposure to different RI solutions on the surface.
The upward shift in absorbance spectra was observed with respect to
the baseline (DIwater as the reference) because of the medium RI
change[46,59,75] around the
AuNPs. Furthermore, this shift in the spectrum was considered for
baseline correction by calculating the change in LSPR absorbance ΔA [ΔA = A540 – A800, where A540 and A800 are absorbances
at 540 and 800 nm wavelengths, respectively] and plotted (inset in Figure a) as a function
of RI n of sucrose solutions. As seen from the figure,
the change in absorbance follows a linear relation with the RI. The
stability of absorbance A540 was analyzed
as a function of time (t vs A540) by recording
the absorbance response for 180–200 s from one value to other
higher values of the sucrose solution (Figure b). The instant change in absorbance was
observed immediately after introducing the sucrose solution into the
chamber (inset image in Figure b). This is because the RI of the sucrose solution is different
from that of DI, which changes the surrounding medium RI near the
nanoparticles.[20,21] The response time of LSPR was
found for the change of RI of the solution to be around 2–3
s. During this experiment, it was also observed that the absorbance
increased from 0.42 to 0.93 units (from the reference DIwater, RI
= 1.3320, to the highest concentration of sucrose, RI = 1.3999). The
effect of RI on absorbance A540 of nanoparticles
due to exposure in RI solutions was calculated under a stable condition
(t = 180 s), and the percentile value of normalized
absorbance ΔA540Norm [, where A540|C is the absorbance of the sucrose solution at
different concentrations and A540|DI is
the LSPR absorbance of immobilized AuNPs in the DI medium] is presented
in Figure c as a function
of the RI n of sucrose solutions. During each set
of experiments, the absorbance value A540|DI was maintained around 0.42 units to ensure identical immobilization
that maintained the density of AuNPs on the surface. As observed in
the figure, the ΔA540Norm is varied linearly from 20 to 105%
with the RI range n = 1.3418 to 1.3999 RIU. From
this study, the normalized absorbance ΔA540Norm was established
as a calibration eq in our experimental results wherever absorbance-related RI was calculated
(used in biosensing). The slope or RI sensitivity (ΔA540Norm/n) of this LSPR probe was evaluated and was found
to be 1514.45 ΔA540/RIU.
Figure 2
(a) Obtained LSPR absorbance spectra of
different sucrose solutions
and the inset image represents the RI vs change in
absorbance (n vs ΔA) for baseline
correction, (b) absorbance response of different concentrations of
sucrose solution with time (t vs A540)
on the LSPR probe surface (monitored at 540 nm), and the extended
plot shown in the inset image represents the abruptness in absorbance
within t = 200–300 s, and (c) calculated normalized LSPR absorbance
ΔA540Normvs RI of sucrose solutions
(n vs ΔA540Norm) for all samples after stable
absorbance observed at t = 180 s.
(a) Obtained LSPR absorbance spectra of
different sucrose solutions
and the inset image represents the RI vs change in
absorbance (n vs ΔA) for baseline
correction, (b) absorbance response of different concentrations of
sucrose solution with time (t vs A540)
on the LSPR probe surface (monitored at 540 nm), and the extended
plot shown in the inset image represents the abruptness in absorbance
within t = 200–300 s, and (c) calculated normalized LSPR absorbance
ΔA540Normvs RI of sucrose solutions
(n vs ΔA540Norm) for all samples after stable
absorbance observed at t = 180 s.The RI resolution R [R =
Δn × ΔAmin/ΔA540Norm] of this ATR-LSPR configuration was found
to be 7.04 × 10–6 RIU for the relative change
in absorbance ΔA540Norm = 0.1348 within the RI range of 1.3478
to 1.3573 RIU (assuming the
measurable absorbance ΔAmin = 0.0001
units). Recently, RI resolution has been demonstrated in the range
from 1 × 10–6 to 3 × 10–8 RIU for the excitation of long-range surface plasmons of AuNPs by
conventional intensity-modulation using the ATR method.[7,60,76,77]
Biosensor Development
The prepared AuNP probe surface
was further used to detect the HIgG- and goat-anti-HIgG (GaHIgG)-based
antigen–antibody biomolecular interaction by observing the
LSPR peak kinetics. During this interaction, the LSPR absorption A540 was monitored, and the corresponding important parts of
absorbance are labeled as illustrated in the sensogram (Figure a). As seen in the figure,
in all experimental processes, wherever the terminology DI or DI +
PBS is indicated, it means that they were used only for the purpose
of obtaining the steady-state baseline before the incorporation of
any analyte or as a cleaning buffer after the incubation. In process
I (t = 0–3000 s), first, the nanoparticle-immobilized
LSPR surface was prepared by incorporating a colloidal AuNP solution
in the sample chamber. The immobilization was confirmed by observing
the binding dynamics of AuNPs (the process is presented in the Experimental
Section, Figure b).
Then, in processes II (t = 3000–3826 s) and
III (t = 3826–4864 s), the nanoparticle-immobilized
surface was further functionalized using cross-linkers. First, they
were functionalized by incubating with Cys dihydrochloride (40 μL
of 20 mM concentration) and then with bi-functional GA (40 μL
of 5% GA in DIwater). The primary linker Cys acts as a cross-linking
molecule where one end of the amine (−NH2) functional
group is attached with the AuNP surface and the other end with an
aldehyde (−CHO) functional group of GA. The thiol ligands of
Cys can be replaced by the citrate groups from the surface of anionic
AuNPs by electrostatic interaction.[79] The
other end of GA is left free for receptor molecules that guarantee
that the prepared LSPR surface is ready for the HIgG receptor. In
process IV (t = 4864–7610 s), the PBS analyte
(10 mM, pH = 7.4) containing the HIgG (40 μL, 0.2 mg/mL concentration)
antibody sample is introduced to prepare the receptor-immobilized
surface. The real-time increase in absorbance due to HIgG antibody
binding was observed compared to the buffer. This monoclonal HIgG
binds to the cross-linked surface selectively via covalent immobilization[78−82] and reached the LSPR absorbance plateau after 26 min. In the next
process, process V (t = 7610–7810 s), the
unreacted aldehyde surface or free binding sites were treated with
BSA protein (40 μL, 4 mg/mL concentration) to prevent any non-specific
binding and then cleaned with PBS buffer after 15 min. Now, this sensing
surface is ready for the detection of target-specific molecules. Finally,
in process VI (t = 7810–9230 s), the FITC-tagged
Fc fragment-specific GaHIgG antigen solution (40 μL, 30 μg/mL
concentration) was introduced into the sample chamber. It was observed
that the absorbance signal increases exponentially due to specific
binding with HIgG where a similar absorbance plateau was reached after
20 min and then unbound molecules were removed by rinsing with DIwater.
Figure 3
(a) Complete time-resolved absorbance response steps of HIgG–GaHIgG
on the LSPR probe surface, (b) extended view of real-time absorbance
dynamics of GaHIgG after incubation with 30 μg/mL concentration
(starting point t = 0 s = t8160 s and t = 600 s = t8760 seconds), where ΔAb is
the change in absorbance due to binding, and n is the RI where absorbance ΔAb was calculated after 10 min of incubation,
(c) time-resolved absorbance response of five different concentration
(0.5, 1, 10, 30, and 50 μg/mL) of GaHIgG on LSPR probes monitored
at 540 nm, (d) fluorescent microscope image of substates when different
concentrations of GaHIgG samples were incubated at a fixed concentration
of HIgG (0.2 mg/mL), (e) double Y axes graph of GaHIgG
concentration vs observed absorbance at t – 10 min (con. vs A along the left axis; XY1) and
GaHIgG concentration vs change in absorbance ΔAb was calculated (t = 10 min)
after binding (con. vs ΔAb along right axis; XY2), (f) calculated
change in RI Δnb surrounding the
medium of immobilized AuNPs due to binding of GaHIgG (con. vs Δnb). Note: instant
downward changes in absorbance are due to the introduction of analytes
in the chamber.
(a) Complete time-resolved absorbance response steps of HIgG–GaHIgG
on the LSPR probe surface, (b) extended view of real-time absorbance
dynamics of GaHIgG after incubation with 30 μg/mL concentration
(starting point t = 0 s = t8160 s and t = 600 s = t8760 seconds), where ΔAb is
the change in absorbance due to binding, and n is the RI where absorbance ΔAb was calculated after 10 min of incubation,
(c) time-resolved absorbance response of five different concentration
(0.5, 1, 10, 30, and 50 μg/mL) of GaHIgG on LSPR probes monitored
at 540 nm, (d) fluorescent microscope image of substates when different
concentrations of GaHIgG samples were incubated at a fixed concentration
of HIgG (0.2 mg/mL), (e) double Y axes graph of GaHIgG
concentration vs observed absorbance at t – 10 min (con. vs A along the left axis; XY1) and
GaHIgG concentration vs change in absorbance ΔAb was calculated (t = 10 min)
after binding (con. vs ΔAb along right axis; XY2), (f) calculated
change in RI Δnb surrounding the
medium of immobilized AuNPs due to binding of GaHIgG (con. vs Δnb). Note: instant
downward changes in absorbance are due to the introduction of analytes
in the chamber.Only for better illustration,
the time-resolved absorbance response
of the complete detection process step of GaHIgG is presented in Figure
S8 (Supporting Information S4). After each
incubation process, the red shift in the LSPR peak was observed, which
confirmed the binding of cross-linkers, receptors, and target molecules
(Supporting Information S4, Figure S9).Two different time scales for the change in absorbance was observed
in HIgG binding. Instant change in absorbance was observed immediately
(within 3 s) after the HIgG sample was introduced inside the chamber.
This change in absorbance was due to the different RI of the HIgG
solution compared to the buffer (DI + PBS) solution. The absorbance
dynamics of HIgG follow standard biomolecular association,[83−87] where exponential growth in absorbance was observed.In the
case of GaHIgG, as observed in Figure b, the absorbance A540 was
increased exponentially with time due to molecular
affinity between the antigen and the antibody that follows the lock
and key model.[88,89] A similar kind of biomolecular
binding was also observed in our previous work.[19,20] This affinity between the receptor and the target is specific for
the performance of the sensor. Because of the instant change in absorbance
due to the RI of the GaHIgG solutions within 3 s, the actual binding
kinetics was considered after 3 s of incubation, and the change in
absorbance only due to binding (ΔAb) of GaHIgG was calculated using eq .where A is the peak absorbance at 540 nm wavelength,
which was recorded
with time t (the incubation of GaHIgG was considered
for 10 min) and Abaseline is the baseline
of DI + PBS buffer (after 3 s).ΔAb depends on the concentration
of GaHIgG and the incubation time. Therefore, the effect of concentration
on LSPR absorption was found by varying GaHIgG concentrations from
50 to 0.5 μg/mL (Figure c). The concentration-dependent binding followed the expected
Langmuir adsorption kinetics[90] because
of HIgG–GaHIgG binding.Furthermore, to confirm the GaHIgG
binding, fluorescence analysis
was performed by observing samples under a microscope (Cal Zeiss,
Axio Imager Z1) after incubation (Figure d). As observed from the figure, the accumulated
fluorescence intensity becomes prominent, and it increased sequentially
from a lower concentration to a higher concentration (0.5–50
μg/mL) of GaHIgG with respect to the blank sample. A similar
variation in fluorescence intensity has been reported for FITC-labeled
IgG antibody–antigen reactions.[52,91,92]To illustrate the effectiveness in absorbance
measurement, A540 = A (at time t = 10 min)
and ΔAb were calculated using eq . Figure e demonstrates the double Y axes graph (con. vs A along XY1 and con. vs ΔAb along XY2) of experimentally
observed absorbance A and ΔAb. Both absorbances were
found to be linearly proportional to the concentration of GaHIgG,
which can explain the transport kinetics of molecular interactions.[94,95] The change in A sometimes
may give false results during nanoparticle immobilization, as well
as when receptor binding was improper or any surface damage occurred
during experimental procedures. However, the calculation of ΔAb by subtracting the buffer line after recording
the absorbance response even for a lower concentration of target analytes
precisely confirmed the binding and thus ensured the detection of
target molecules.The antibody–antigen complex molecules[28,87] that have been captured on the surface due to binding can be described
by a relation given in eq when dissociation is negligible for 10 min of incubation where RHIgG(s) denotes the solid phase of the HIgG receptor immobilized
on the surface, TGaHIgG(aq) is the GaHIgG target sample
in aqueous medium, and RTHIgG–GaHIgG(s) is the immobilized
HIgG–GaHIgG complex. Also, the rate [d(ΔAb)/dt] at which the LSPR absorption increases
due to selective binding of GaHIgG can be calculated from eq .where Ka is the
absorption rate, CR is the surface concentration
of immobilized HIgG, CT is the concentration
of GaHIgG target molecules, and CRT is
the surface concentration of receptor–target complex molecules
after binding of GaHIgG with HIgG.The value of A is
decided by the amount of GaHIgG immobilized on the surface, which
was found to be around 10 times higher for a 50 μg/mL sample
than for a 0.5 μg/mL sample. This indicates that Ka depends on the type of target molecules and the degree
of affinity with its receptor as well as concentration.[28,94]First, to understand the absorption rate d(ΔAb)/dt, all experimental curves
were fitted
within the linear region of GaHIgG association (Supporting Information S4, Figure S10). Then, all calculated
slope values (t = 10 min of incubation) were further
fitted linearly with concentration [CTvs d(ΔAb)/dt] according to eq , and the binding constant was calculated from the slope of
the graph (Supporting Information S4, Figure
S11), which was found to be Ka = 1.83
× 10–5 (μg–1 mL s–1). A similar order of association rate constant was
reported due to absorption of GaHIgG on the AuNP surface.[93,94]Since this platform is based on RI sensing, the effective
bulk
RI of the surroundings of the nanoparticles is calculated using eq after each process. The
absolute RIs in each step for AuNPs, Cys, GA, HIgG, BSA, and GaHIgG
at different concentrations were calculated and are presented in Table
S1 (Supporting Information S4).n is defined as an
effective RI of the surrounding medium of nanoparticles after 10 min
of GaHIgG incubation (Figure b). It was found that the effective RI of the LSPR surface
was modified from nbaseline = 1.36 (DI
+ PBS buffer line) to n = 1.3648 for 50 μg/mL of the GaHIgG sample. Also, the change
of RI Δnb[Δnb = n – nbaseline] due to HIgG and GaHIgG binding was
calculated using the calibration equation (eq ) and is plotted in Figure f. It was observed that Δnb increased linearly (R2 =
0.98) when the GaHIgG concentration varied from 0.5 to 50 μg/mL.
By observing the absorbance dynamics of the lowest sample concentration
(0.5 μg/mL), the biosensing performance of this LSPR sensor
was quantitatively evaluated and thus the LOD of the GaHIgG was analyzed.
As seen in Figure c, there is a clear LSPR binding response for the 0.5 μg/mL
sample above the buffer line (PBS + DI). Therefore, the LOD of GaHIgG
for this sensor was found to be 0.5 μg/mL from this antibody–antigen
study. Recently, the reported LOD of IgG in the PBS buffer was demonstrated
between 0.1 to 0.2 μg/mL.[90,95]
Detection of the Plant
Virus (ChiLCV)
After a successful
demonstration of the ATR-LSPR platform as a potential biosensor, it
was further employed to detect the plant virus, where ChiLCV DNA was
chosen as the target molecule. The schematic of the nucleotide base
pairs of target-specific viral ssDNA, receptor DNA, that is, the complementary
DNA of the viral sample (cDNA), and non-specific ssDNA sample is presented
in Figure a to get
an idea of positive (true) and negative (false) detection of ChiLCV.
Figure 4
Schematic
representation of (a) nucleobase pair sequences of cDNA,
viral DNA (ssDNA), and healthy DNA (non-specific ssDNA), (b) allowed
conjugation for specific DNA binding, and (c) forbidden conjugation
because of non-specific DNA binding with the cDNA-immobilized LSPR
probe.
Schematic
representation of (a) nucleobase pair sequences of cDNA,
viral DNA (ssDNA), and healthy DNA (non-specific ssDNA), (b) allowed
conjugation for specific DNA binding, and (c) forbidden conjugation
because of non-specific DNA binding with the cDNA-immobilized LSPR
probe.For positive detection, the probe
was prepared with cDNA (5′
CATCAGAGCATTCTCACT 3′). The prepared LSPR probe will be allowed
to conjugate only with viral ssDNA (3′ GTAGTCTCGTAAGAGTGA 5′),
as depicted in Figure b (schematic). Whereas conjugation will be forbidden for the healthy
leaf DNA sample or other viral DNA base pairs due to similar base
pairs or non-specific base pairs and thus the detection will be negative
for any non-specific DNA sample (Figure c). This specific and non-specific binding
of DNAs will have an effect on absorbance dynamics, which confirms
the detection of ChiLCV. In this detection process, the immobilized
cDNA on the functionalized AuNPs having complementary bases with respect
to ChiLCV DNA form hydrogen bonds during the pairing/hybridization.[96−98] The absorbance A540 increased exponentially
during this pairing. The amino acid sequence of this target ssDNA
shows the maximum (96.1%) matching identity to its primer fragments.[74] The conjugation initiated from the 5′
(sense) to the 3′ (anti-sense) direction and thus hybridization
continued up to a maximum viral ssDNA sequence matching for 68–88%
with cDNA sequence similarity.[99]
cDNA-Immobilized
LSPR Probe
First, the cDNA (primer)
binding on the LSPR surface was studied (Figure a). In this experiment, the nanoparticles
and immobilization of cross-linkers Cys and GA were confirmed similarly
by monitoring the LSPR absorbance, as explained in the previous sensogram
(see GaHIgG detection, processes I, II, and III).
Figure 5
(a) Time-resolved absorbance
response steps during the cDNA (4.5
μg/mL) probe preparation on the AuNP probe surface, and the
inset image shows the extended view of cDNA absorbance dynamics (starting
point t = t3960 to t = t5340 for 23 min), (b) time-resolved
absorbance response binding dynamics of four different concentrations
of ChiLCV ssDNA (inset: extended view of the binding starting point t = t5590 to t = t6190 for 10 min), (c) double Y axes graph of viral ssDNA concentration vs observed normalized absorbance (con. vs ΔA540Norm along the left axis; XY1), and ssDNA
concentration vs change in the RI Δn surrounding the medium of immobilized AuNPs was calculated
after binding viral DNA (con. vs Δn).
(a) Time-resolved absorbance
response steps during the cDNA (4.5
μg/mL) probe preparation on the AuNP probe surface, and the
inset image shows the extended view of cDNA absorbance dynamics (starting
point t = t3960 to t = t5340 for 23 min), (b) time-resolved
absorbance response binding dynamics of four different concentrations
of ChiLCV ssDNA (inset: extended view of the binding starting point t = t5590 to t = t6190 for 10 min), (c) double Y axes graph of viral ssDNA concentration vs observed normalized absorbance (con. vs ΔA540Norm along the left axis; XY1), and ssDNA
concentration vs change in the RI Δn surrounding the medium of immobilized AuNPs was calculated
after binding viral DNA (con. vs Δn).Next, to prepare the receptor
surface, the TE buffer (Tris–EDTA;
100 μM, pH 7.2) solution containing a short nucleotide of cDNA
(40 μL, 4.5 μg/mL concentration) was introduced into the
sample cavity. As seen in process IV, shown in the inset of Figure a, the cDNA exhibited
an exponential increase in absorbance response due to GA-mediated
interaction. The excess amount of cDNA was removed by rinsing with
DIwater. This interaction is known as Schiff base interaction between
the aldehyde-functionalized surface[97,98] and amine
functional groups present in cNDA nucleotides. The cDNA covalently
binds to amine-active sites on the ssDNA bases by hydrogen bonds[100−102] and thus the cDNA-immobilized LSPR probe is prepared. The change
in the RI during this cDNA probe preparation is given in Table S2
(Supporting Information S5). In the next
step, to detect the viral ssDNA, the concentration of cDNA on the
LPSR probe was maintained at 4.5 μg/mL.
Target Viral DNA Detection
Once the cDNA was immobilized
on the surface, the ssDNA from the chilli plant infected with ChiLCV
was introduced on the surface and the real-time change in the LSPR
absorption dynamics was observed. First, the sample having 3.5 μg/mL
concentration was introduced into the sample chamber and the change
in absorbance was observed with time (Supporting Information S5, Figure S12).Since the ssDNA binding
mechanism depends on the homogeneous distribution of cDNA on the AuNP
surface, the concentration of the ssDNA was varied from 0.5 to 3.5
μg/mL (in steps of 1.0 μg/mL) to find the binding limit
(Figure b). The initial
binding dynamics at lower concentrations did not have a clear exponential
growth, but it follows good exponential behavior at higher concentrations.
From this study, the normalized absorbance ΔA540Norm due
to ssDNA binding was calculated (eq ), which was found to vary linearly with the concentration
(Figure c, along the
left axis). For this absorbance, the corresponding RI change Δnb for ssDNA binding was calculated and found
to vary from 2.4 × 10–4 to 8.7 × 10–4 RIU with the concentration (Figure c, along right axis), and the linear correlation
between the concentration, RI, and absorbance of viral DNA was established.
The change in RI during the concentration variation is listed in Table
S2 (Supporting Information S5). Furthermore,
the absorption rate or the hybridization rate of ssDNA was found using
a similar concept as described above (eq ) and found to be Ka =
0.64 × 10–4 (μg–1 mL
s–1).The minimum detectable concentration
of the ChiLCV ssDNA from the
ATR-LSPR probe was found to be 0.5 μg/mL, and the LOD from Figure c was found to be
at least 2 times higher, that is, 1.0 μg/mL, than the minimum
detectable concentration.A comparison in detection limit has
been performed between the
existing methods and the new ATR-LSPR method and is summarized in Table . As seen in the table,
the PCR method is able to detect less than 1.5 ng/μL or (pM)
concentration of a plant virus. This antibody test is very specific
to a short segment of begomovirus nucleic acid, which prevents any
false result and ensures quantitative standard detection. However,
this method is costly, time-consuming, and laboratory-specific. Whereas,
the ELISA method is a very specific antigen–antibody reaction,
and the detection limit is about 10–100 ng/μL. The AuNP-based
complementary oligonucleotide-immobilized probe technique using the
ATR-based evanescent wave absorption method by monitoring LSPR has
been studied to detect the begomovirus DNAs. This platform has potential
for rapid, label-free, low-cost detection of plant pathogens for the
development of plasmonic-based biosensors.
Table 1
Comparison
of LOD Values between the
Existing Methods and the New ATR-LSPR Method
ref no.
sensing method
receptor
molecules
target molecules
sensitivity
(68)
PCR amplification
DNA A and DNA B genome
mungbean yellow mosaic India virus
1.5–2.0 ng/μL
(72)
TAS-ELISAs
recombinant coat protein
(CP) of tomato leaf curl virus
tomato yellow leaf curl
virus
0.25 μg/mL
(13)
ATR-FTIR using
germanium crystal
biotin-coupled PE-BTN
streptavidin
10 pM
(103)
ELISA
recombinant capsid CP of ChiVMV
chilli veinal
mottle virus (ChiVMV)
4.38–6.43 ng/μL
(87)
quartz crystal
microgravimetry-based SPR
Staphylococcus
aureus protein A and Streptococcus protein G
HIgG
0.01–0.05 mg/mL
(20)
U-bent fiber optic probe
HIgG
GaHIgG
0.1 μg/mL
(104)
gold and silver nanoparticle-based direct
DNA hybridization assay-scanometric detection
thiol-modified oligonucleotide
form CP gene
tomato leaf curl New Delhi virus ssDNA
1 nM to 100 pM
in this work
AuNPs-based ART-LSPR
oligonucleotide
from CP gene
ChiLCV ssDNA
0.5 μg/mL
Selectivity Study
After confirming the detection of
ChiLCV, the specificity of the developed sensor was examined by using
an unknown DNA sequence (non-specific DNA sample), which was derived
from the healthy chilli leaf. The healthy leaf ssDNA binding test
was studied on separate sensor probes after immobilizing cDNA on the
functionalized AuNP surface. An aliquot of 1.0 μg/mL concentration
of healthy DNA was used for this experiment. After incubating with
healthy chilli ssDNA on the detector-linked surface, no prominent
change in LSPR absorbance was observed, as shown in Figure (olive green curve), compared
to the lowest concentration (0.5 μg/mL) of viral DNA from the
ChiLCV-infected leaf sample. The binding of ChiLCV-intercalated chilli
leaf DNA with its probe cDNA is very specific because of the complementary
nature of nucleobases. Other than this, the nucleotide sequence of
any unknown DNAs could not initiate the hybridization process and
hence no absorbance kinetics was observed for healthy leaf DNA. The
time resolved absorbance response for allowed and forbidden conjugation
is shown in Figure S13 (Supporting Information S5). A minor instant change in absorbance was observed, which
was due to the analyte’s RI change. Hence, it is demonstrated
that the developed sensor can detect the specific target plant viral
pathogen.
Figure 6
Real-time change in absorbance due to specific (viral ssDNA) binding
and non-specific (healthy DNA) binding with cDNA-immobilized LSPR
probes.
Real-time change in absorbance due to specific (viral ssDNA) binding
and non-specific (healthy DNA) binding with cDNA-immobilized LSPR
probes.
Conclusions
In
this work, an ATR-LSPR-based optical platform was employed to
demonstrate the detection of ChiLCV. It has been shown here that even
with a small volume (20–40 μL) of sample, the LSPR absorbance
signal could be monitored using this optical platform, so it has potential
to be developed as a LSPR-based microdevice for biomedical applications.
The LOD of this sensor was found to be 0.5 μg/mL for the IgG
antigen–antibody-based interaction, which is the actual LOD
of this LSPR probe. However, for the plant viral DNA sample, the LOD
is 1.0 μg/mL where a distinct binding dynamics was observed
as compared to non-specific DNA. Furthermore, the sensitivity of the
proposed ATR-LSPR sensor could be improved by increasing the immobilization
density of AuNPs. This biosensing platform could be used for the detection
of other micro-organisms such as proteins, nucleic acids, viruses,
bacteria, and fungi. A more comprehensive study is needed to identify
other begomoviruses with a view of a control strategy for the management
of economically important crop plants.Gold (III) chloride trihydrate
(30% wt of HAuCl4 in dilute hydrochloric acid), ys (HS–C2H4–NH2), APTES (99%), PBS, and
Tris–EDTA (TE) buffer were purchased from Sigma-Aldrich. Trisodium
citrate (Na3C6H11O10),
acetic acid, and sucrose powder were procured from SD Fine-Chemicals
Limited. The linkers GA (25% aqueous; OHC–CH2–CH2–CH2–CHO) and Cys dihydrochloride
(96%; C4H12N2S2·2HCl)
were bought from Merck Life Science Pvt. Ltd. The HIgG antibody, GaHIgG,
and BSA were procured from Bangalore Genei Private Limited. Microscopic
coverslips were purchased from Blue Star. All the solutions were prepared
using DIwater from the Milli-Q filtration system.
Authors: Hope Adamson; Modupe O Ajayi; Emma Campbell; Erika Brachi; Christian Tiede; Anna A Tang; Thomas L Adams; Robert Ford; Alex Davidson; Matt Johnson; Michael J McPherson; Darren C Tomlinson; Lars J C Jeuken Journal: ACS Sens Date: 2019-10-17 Impact factor: 7.711
Authors: Anna A Volkert; Varuni Subramaniam; Michael R Ivanov; Amanda M Goodman; Amanda J Haes Journal: ACS Nano Date: 2011-05-03 Impact factor: 15.881
Authors: Andreas Ebner; Linda Wildling; A S M Kamruzzahan; Christian Rankl; Jürgen Wruss; Christoph D Hahn; Martin Hölzl; Rong Zhu; Ferry Kienberger; Dieter Blaas; Peter Hinterdorfer; Hermann J Gruber Journal: Bioconjug Chem Date: 2007-05-22 Impact factor: 4.774