Bhaskar Das1,2, Javier Lou-Franco1, Brendan Gilbride1, Matthew G Ellis1,3, Linda D Stewart1, Irene R Grant1, Paramasivan Balasubramanian2, Cuong Cao1,4. 1. School of Biological Sciences, Queen's University of Belfast, Belfast BT9 5DL, U.K. 2. Department of Biotechnology and Medical Engineering, National Institute of Technology Rourkela, Rourkela 769008, India. 3. Nanophotonics Centre, University of Cambridge, Cambridge CB3 0HE, U.K. 4. Material and Advanced Technologies for Healthcare, Queen's University of Belfast, Belfast BT7 1NN, U.K.
Abstract
In the present study, a facile, eco-friendly, and controlled synthesis of gold nanoparticles (Au NPs) using Prunus nepalensis fruit extract is reported. The biogenically synthesized Au NPs possess ultra-active intrinsic peroxidase-like activity for the oxidation of 3,3',5,5'-tetramethylbenzidine (TMB) in the presence of H2O2. Chemical analysis of the fruit extract demonstrated the presence of various bioactive molecules such as amino acids (l-alanine and aspartic acids), organic acids (benzoic acid and citric acid), sugars (arabinose and glucose), phenolic acid, and bioflavonoids (niacin and myo-inositol), which likely attributed to the formation of stable biogenic Au NPs with excellent peroxidase-mimicking activity. In comparison with the natural horseradish peroxidase (HRP) enzyme, the biogenic Au NPs displayed a 9.64 times higher activity with regard to the reaction velocity at 6% (v/v) H2O2, presenting a higher affinity toward the TMB substrate. The Michaelis-Menten constant (KM) values for the biogenic Au NPs and HRP were found to be 6.9 × 10-2 and 7.9 × 10-2 mM, respectively, at the same concentration of 100 pM. To investigate its applicability for biosensing, a monoclonal antibody specific for Mycobacterium bovis (QUBMA-Bov) was directly conjugated to the surface of the biogenic Au NPs. The obtained results indicate that the biogenic Au NPs-QUBMA-Bov conjugates are capable of detecting M. bovis based on a colorimetric immunosensing method within a lower range of 100 to 102 cfu mL-1 with limits of detection of ∼53 and ∼71 cfu mL-1 in an artificial buffer solution and in a soft cheese spiked sample, respectively. This strategy demonstrates decent specificity in comparison with those of other bacterial and mycobacterial species. Considering these findings together, this study indicates the potential for the development of a cost-effective biosensing platform with high sensitivity and specificity for the detection of M. bovis using antibody-conjugated Au nanozymes.
In the present study, a facile, eco-friendly, and controlled synthesis of gold nanoparticles (Au NPs) using Prunus nepalensis fruit extract is reported. The biogenically synthesized Au NPs possess ultra-active intrinsic peroxidase-like activity for the oxidation of 3,3',5,5'-tetramethylbenzidine (TMB) in the presence of H2O2. Chemical analysis of the fruit extract demonstrated the presence of various bioactive molecules such as amino acids (l-alanine and aspartic acids), organic acids (benzoic acid and citric acid), sugars (arabinose and glucose), phenolic acid, and bioflavonoids (niacin and myo-inositol), which likely attributed to the formation of stable biogenic Au NPs with excellent peroxidase-mimicking activity. In comparison with the natural horseradish peroxidase (HRP) enzyme, the biogenic Au NPs displayed a 9.64 times higher activity with regard to the reaction velocity at 6% (v/v) H2O2, presenting a higher affinity toward the TMB substrate. The Michaelis-Menten constant (KM) values for the biogenic Au NPs and HRP were found to be 6.9 × 10-2 and 7.9 × 10-2 mM, respectively, at the same concentration of 100 pM. To investigate its applicability for biosensing, a monoclonal antibody specific for Mycobacterium bovis (QUBMA-Bov) was directly conjugated to the surface of the biogenic Au NPs. The obtained results indicate that the biogenic Au NPs-QUBMA-Bov conjugates are capable of detecting M. bovis based on a colorimetric immunosensing method within a lower range of 100 to 102 cfu mL-1 with limits of detection of ∼53 and ∼71 cfu mL-1 in an artificial buffer solution and in a soft cheese spiked sample, respectively. This strategy demonstrates decent specificity in comparison with those of other bacterial and mycobacterial species. Considering these findings together, this study indicates the potential for the development of a cost-effective biosensing platform with high sensitivity and specificity for the detection of M. bovis using antibody-conjugated Au nanozymes.
In
recent years, green synthesis of nanomaterials exploiting natural
resources is one of the most promising alternatives to the existing
physical and chemical methods as this approach does not require high
energy consumption, sophisticated instrumentation, and chemical reagents.
For example, gold nanoparticles (Au NPs) have been biogenically produced
using microorganisms,[1−3] agricultural waste (e.g., mango peels),[4] or plant and fruit extracts,[5−10] demonstrating that the synthesis process is not only rapid, readily
scalable, and cost-effective but also eco-friendly and not harmful
to biological systems. In addition, the biosynthesized Au NPs have
also been reported to possess excellent catalytic activities with
improved stability and biocompatibility.[11] The synthesis mechanism using plant extracts involves the reduction
of metal ions due to the presence of natural products comprising functional
groups such as phenolic acids, proteins, polyphenol, bioactive alkaloids,
terpenoids, and sugars, which play a further role in stabilizing the
nanoparticles with improved catalytic efficiency.[12] Dauthal and Mukhopadhyay demonstrated the biogenic synthesis
of stable Au NPs using Prunus domestica extracts with excellent catalytic activity for the reduction of
4-nitrophenol.[13] Furthermore, biogenic
Au NPs with excellent peroxidase-mimicking activity have also been
reported for various biosensing applications. Kumar et al. demonstrated
the size-dependent green synthesis of Au NPs with peroxidase-like
activity and subsequent utilization in the development of a colorimetric
biosensor for the detection of glutathione from human blood serum.[14] Similarly, Li and co-workers synthesized stable
Au NPs using kiwi extract with higher stability and intrinsic peroxidase-mimicking
activity for the colorimetric detection of cysteine.[15] Additionally, new breakthroughs in biogenic synthesis of
nanomaterials have allowed for applications beyond catalysis and biosensing,
for example, applications in drug delivery and in bioimaging have
been reported.[16]In this present
study, a single-step, facile, and green synthesis
of Au NPs at room temperature (RT) using fruit extract of Prunus nepalensis (or locally known as “Sohiong”)
is presented. P. nepalensis has barely
been explored among the species within the Rosaceae family, native
to different parts of Northeast India. P. nepalensis fruit extract possesses a wide range of pharmacological properties
as it contains a high concentration of phytochemicals and bioactive
compounds and has been used as an astringent, a hepatoprotective agent,
or an antioxidant, while the leaves of P. nepalensis are also used as a diuretic agent for edema.[17,18] In this study, we describe the first report of the reducing ability
of P. nepalensis fruit extract for
a cost-effective and eco-friendly one-step biogenic synthesis of Au
NPs. The chemical analysis revealed the excellent antioxidant potential
of the fruit extract. Further spectroscopic analysis demonstrated
the presence of various bioactive molecules such as amino acids (l-alanine, aspartic acids, oxoproline, aminobutanoic acid, and
asparagine), organic acids (benzoic acid, malic acid, and citric acid),
sugars (arabinose, glucose, and fructose), phenolic acid (protocatechuic
acid), saturated fatty acid (palmitic acid), and bioflavonoids (niacin
and myo-inositol) in the fruit extract, which potentially acted to
enhance the stability and nanozyme activity of the Au NPs. Moreover,
the biogenic Au NPs exhibit excellent catalytic efficiency, which
is comparable to that of the horseradish peroxidase (HRP) enzyme,
a natural enzyme, but with improved environmental stability.[19] Application of enzyme-mimicking nanoparticles
for colorimetric biosensor development has gained popularity as it
overcomes the limitations of natural enzymes (i.e., less stability
in harsh environmental conditions and cost effectiveness) in the case
of biosensor development for point-of-care (POC) applications.[20,21] However, enhanced catalytic efficiency, cost-effective fabrication,
biocompatibility, and high stability remain of paramount concern for
effective biosensor development. Over the last few years, Mycobacterium bovis is the main causative organism
responsible for bovine tuberculosis (bTB) outbreaks, a chronic granulomatous,
respiratory disease that affects a cow’s lung tissues and lymph
nodes.[22] The route of transmission to humans
occurs predominantly through close contact with the infected animals
or consumption of M. bovis-contaminated
animal products.[23] To reduce the economic
costs of bTB and eliminate the public health risks associated with
the consumption of contaminated dairy products, rapid identification
of pathogenic mycobacterial species including M. bovis is essential for unambiguous diagnosis and an effective disease
control strategy.[24] Thus, there is a need
for rapid, cost-effective, user-friendly, and sensitive biosensors
for M. bovis. Furthermore, in this
study, based on the excellent intrinsic peroxidase-mimicking phenomenon,
as a proof of concept, the biogenic Au NPs were utilized for the development
of a colorimetric approach for the qualitative detection of M. bovis. This biosensing strategy could be broadly
applied for the development of rapid, cost-effective, and on-site
detection of pathogens, biomarkers, or toxins indicating human or
animal disease or contamination in food and water.
Experimental Section
Materials
and Reagents
2,2-Di(4-tert-octylphenyl)-1-picrylhydrazyl
(DPPH), the Tris base
(C4H11NO3), hydrochloric acid (HCl), l-ascorbic acid (C6H8O6), phosphate-buffered
saline (PBS), trichloroacetic acid (C2HCl3O2), ferric chloride (FeCl3), Folin and Ciocalteu’s
phenol reagent, sodium carbonate (Na2CO3), gallic
acid (C7H6O5), sodium nitrite (NaNO2), aluminum chloride (AlCl3), sodium hydroxide
(NaOH), catechin (C15H14O6), hydrogen tetrachloroaurate
(III) (HAuCl4·3H2O), hydrogen peroxide
(H2O2, 30%), the HRP enzyme, 1,4-dithiothreitol
(DTT), sodium acetate (NaOAc), and ethylenediaminetetraacetic acid
(EDTA) were all purchased from Sigma-Aldrich (UK). 3,3′,5,5′-Tetramethylbenzidine
(TMB) was purchased from Thermo Fisher Scientific (UK). PD-10 desalting
columns were purchased from GE Healthcare Life Sciences. Solid cheese
(cheddar) was purchased from a local supermarket (Tesco, Belfast,
UK).
Synthesis of Biogenic Au NPs Using P. nepalensis Fruit Extract
The P. nepalensis fruit was collected from Meghalaya
(25.4670° N, 91.3662° E) in the Northeast region of India.
After thoroughly washing and sun-drying, 5 g of dried fruit pulp was
cut into small pieces and mixed with 100 mL of distilled water at
60 °C for 10 min under stirring conditions. A solution of P. nepalensis fruit extract was prepared by centrifuging
at an 8505g force for 15 min (Sorvall Legend RT Refrigerated
Benchtop Centrifuge, Germany), the resultant solution was filtered
using Whatman Grade No. 40 filter paper, and the filtered fruit extract
was stored at 4 °C until required (the fruit extract was processed
and prepared fresh for every experiment performed during the study).
For green synthesis of Au NPs, 80 mL of 1 mM aqueous solution of HAuCl4·3H2O was added to 20 mL of a 10-fold dilution
(in aqueous) of the primary crude extract of P. nepalensis. The reaction mixture of the Au salt solution with fruit extract
(natural pH of 4.3) was kept at RT overnight under shaking conditions.
Optimization of the synthesis process is presented in the Supporting Information.
Optical
and Morphological Characterizations
of Biogenic Au NPs
Optical analysis of the synthesized Au
NPs was performed using a Cary 60 ultraviolet–visible (UV–vis)
spectrophotometer (Agilent Technologies, USA). The particle morphology
was determined using transmission electron microscopy (TEM-TECNAI
TF 30 G2 Super-Twin by FEI, USA) and field emission scanning electron
microscopy (FESEM, Nova nanoSEM 450, Czech Republic). The crystal
structure of the materials was investigated using the X-ray diffraction
(XRD) technique (D/Max 2005, Rigaku, Japan). The surface charge or
zeta potential (Zp) of biogenic Au NPs was measured using dynamic
light scattering (DLS) techniques (Zetasizer Nano ZS90, Malvern, UK).
Chemical Analysis of P. nepalensis Extract
To allow us to postulate the mechanism behind the
biogenic synthesis of Au NPs using P. nepalensis fruit extract with excellent catalytic efficiency, detailed chemical
analysis of the fruit extract was performed. For determining the free
radical scavenging activity and reducing ability of P. nepalensis extract, several characterization assays
were carried out, including (i) a DPPH (2,2-diphenyl-1-picryl-hydrazyl-hydrate)
assay, (ii) a reducing power assay, and (iii) total phenolic and (iv)
flavonoid content estimation. Detailed description of the free radical
scavenging assays is presented in the Supporting Information. To determine the presence of organic bioactive
compounds and their different functional groups, P.
nepalensis fruit extract was characterized using two
different analytical spectroscopic techniques. A Fourier transform
infrared (FTIR) spectrophotometer (Shimadzu 8201PC, Japan) was used
to investigate the presence of the different types of functional groups
responsible for the biosynthesis of Au NPs based on the different
mode of vibrations. Gas chromatography–mass spectrometry (GC–MS)
analysis of the fruit extract was carried out using a GC–MS
system (GC: Agilent Technologies 7890N, Palo Alto, California, USA,
and MS: quadrupole analyzer, Agilent Technologies 5975C MSD, Palo
Alto, California, USA), consisting of a Zebron 7HG-G030-11, ZB-5MSplus
capillary column (30 m length, 0.25 mm internal diameter, and 0.25
μm film thickness), with a column temperature range of 0–325
°C (20 °C min–1) and an injector temperature
of 300 °C.
Characterization of Peroxidase-Mimicking
Activity
of Biogenic Au NPs
Peroxidase-like activity of biogenic Au
NPs was determined using TMB as a chromogenic substrate. Experiments
were carried out using a 100 pM concentration of synthesized biogenic
Au NPs in a final reaction volume of 1 mL, with 1 mM TMB and 6% (v/v)
H2O2. The reaction mixture was incubated at
RT for 10 min, and full-spectrum analysis was carried out using a
UV–vis spectrophotometer. Time-dependent UV–vis full
spectral analysis of the catalyzed reaction using the same conditions
was assessed in a 1 mL final reaction volume for 90 min. To understand
the reaction mechanism of TMB oxidation using biogenic Au NPs, 1 mM
TMB was catalyzed using the same conditions as those mentioned earlier.
The reaction kinetics were monitored at three different wavelengths
of 370, 450, and 650 nm for a 20 min time course. Furthermore, to
understand the role of P. nepalensis fruit extract in the oxidation of chromogenic substrate TMB in the
presence of H2O2, a simple experiment was carried
out (see the Supporting Information for
more details).
Reaction Kinetics of
Peroxidase-Mimicking
Activity of Biogenic Au NPs
The reaction kinetics study for
the catalytic oxidation of TMB, demonstrating the peroxidase-like
activity of biogenic Au NPs, was carried out by recording the absorption
values at 370 nm using a microplate reader (Tecan Safire 2, Switzerland).
Biogenic Au NPs and HRP were incubated with TMB (0.1–1.0 mM)
at various H2O2 concentrations [0.0075–10%
(v/v)] at RT for 10 min. The kinetic parameters were calculated based
on the Michaelis–Menten equation, eq where V is the initial velocity, Vmax is the maximal reaction velocity, [S] is
the substrate concentration, and KM is
the Michaelis constant. For further information on the calculation
of parameters, see the Supporting Information. To compare the effect of reaction buffer pH on the catalytic oxidation
of TMB, 0.2 M NaOAc buffer solutions with the pH ranging from 2 to
12 were used in the reaction mixtures containing biogenic Au NPs and
HRP, respectively, at RT. Similarly, to determine the influence of
incubation temperature on catalytic activity, reaction solutions were
incubated in a water bath from 20 to 60 °C, while the pH of the
reaction mixture was kept constant at 4. The absorption values were
measured at 370 nm after 10 min incubation.
Preparation of the Indirect Enzyme-Linked
Immunosorbent Assay for the Detection of M. bovis
Preparation of Au NPs-QUBMA-Bov Conjugates
For the preparation of biogenic Au NPs-QUBMA-Bov conjugates, thiolation
of the M. bovis-specific monoclonal
IgG antibody (QUBMA-Bov) was performed as previously reported using
the DTT reduction method.[25] The M. bovis-specific monoclonal antibody (mAb), QUBMA-Bov,
was sourced from a previous study.[26] In
a typical experiment, QUBMA-Bov (0.5 mg) was dissolved in PBS (10
mM, pH 7)/2.5 mM EDTA (500 μL) with a concentration of 1 mg
mL–1. Ten microliters of 0.5 M DTT was added to
PBS (10 mM, pH 7)/2.5 mM EDTA, and the solution was mixed with 500
μL of QUBMA-Bov solution. The reaction mixture was then incubated
at RT for 30 min on a rotator.[25] After
the incubation, the mixture was purified through the PD-10 desalting
column to remove the excess unutilized DTT molecules. One milliliter
of freshly synthesized biogenic Au NPs (4 nM) was centrifuged at 11,200g for 30 min, and the pellet was resuspended in PBS (10
mM, pH 7)/2.5 mM EDTA buffer solution. Thiol (SH) group-containing
reduced QUBMA-Bov (1 mL) obtained from the DTT reduction method was
added to the biogenic Au NP solution (1 mL, 4 nM), and the mixture
was incubated on a rotator (RT, 16 h). After the incubation, the mixture
was centrifuged at a 7168g force for 30 min and resuspended
again in 1 mL of distilled water, and this process was repeated twice
to remove all the unbound thiolated antibodies. The purified biogenic
Au NPs-QUBMA-Bov conjugates were further characterized using a UV–vis
spectrophotometer.
Catalytic Efficiency
of Au NPs-QUBMA-Bov
Conjugates
To determine the peroxidase-mimicking activity
of Au NPs-QUBMA-Bov conjugates, the catalytic experiments were carried
out using the same reaction conditions as those mentioned in the previous
experiments (Section ), and the absorbance of the reaction solution was measured
at 370 nm at 1 min intervals for 20 min using a microplate reader
(Tecan Safire 2, Switzerland).
Preparation
of M. bovis Cell Solution
M. bovis AF2122/97
was cultured in Middlebrook 7H9 broth consisting of 10% (v/v) oleic
acid-albumin dextrose-catalase (both from Difco) (Middlebrook 7H9/OADC
broth) until the stationary phase was achieved and then harvested
by centrifugation followed by washing in PBS (pH 7.4). To inactivate
the cultures, mycobacterial cell suspensions were subjected to a 10
kGy dose of gamma radiation (Gammabeam 650 cobalt irradiator, AFBI,
Belfast). After the radiation treatment, samples of each suspension
were cultured on Middlebrook 7H10 agar plates and read after 56 days
to ensure complete inactivation of all pathogenic species. Irradiated
cells were diluted in PBS (pH 7.4) to 106 cfu/mL suspensions
and stored at −80 °C.[27]
Indirect Enzyme-Linked Immunosorbent Assay
For the
indirect enzyme-linked immunosorbent assay (iELISA), the
general procedure is summarized as follows: 96-well microtiter plates
(NUNC Maxisorp) were coated with M. bovis cells at the final concentration of 104 cfu mL–1 in 100 μL of sodium carbonate/bicarbonate buffer (pH 9.6)
for 16 h at 4 °C. After the incubation, M. bovis-coated wells were washed three times with washing buffer [PBS, pH
7.4, and Tween-20 0.05% (v/v) (PBST)] to remove unbound cells, and
the 96-well plate wells were blocked by adding 300 μL/well of
blocking buffer [1% (w/v) BSA/PBST] and incubating for 1 h at RT with
gentle shaking. After the incubation, wells were washed three times
with PBST and kept ready for the assay. For performing the iELISA
experiment, M. bovis and Au NPs-QUBMA-Bov
conjugates were preincubated, as detailed briefly, and standard suspensions
containing M. bovis cells at concentrations
0, 10, 102, 103, 104, and 105 cfu mL–1 were prepared in washing buffer
(PBST), and 100 μL of Au NPs-QUBMA-Bov conjugates (diluted 1:5
in PBST) was added to each M. bovis cell suspension and incubated for 30 min at RT on a rotator mixer.
After 30 min of incubation, 100 μL of a solution containing
different concentrations of M. bovis and Au NPs-QUBMA-Bov conjugates was added to the respective wells
of the microtiter plate and incubated for 30 min at 37 °C at
shaking conditions. After the incubation, the wells were washed three
times with washing buffer (PBST). Then, 100 μL of the TMB (1
mM) enzyme substrate along with 60 μL of H2O2 [30% (v/v)] was added to each well and incubated for 15 min
at RT on a plate shaker. Color development was stopped by adding 20
μL of the stop solution (2.5 M sulfuric acid). The optical density
(OD) was measured at 450 nm using a microplate reader (Tecan Safire
2, Switzerland) within 5 min after stopping the reaction. The absorbance
spectra corresponding to each concentration of M. bovis were recorded. The OD versus concentration of M.
bovis calibration curve was obtained by calculating
the average reading of three experiments performed under the same
conditions. The limit of detection (LOD) of the biosensing strategy
was calculated based on the method mentioned by Long and Winefordner,
1983, using the calibration curve data.[28] The standard deviation value (STDV) for the negative control (NC)
was multiplied by 3 (three replicates), and then, it was subtracted
from the absorbance value for the NC sample to calculate the Y for the lowest detectable concentration. Finally, the X (bacteria concentration) in correspondence with the Y value was calculated to identify the final LOD concentration.
To determine the specificity of the Au NPs-QUBMA-Bov conjugates, the
iELISA was performed using four other different bacterial cultures
(105 cfu/mL) including irradiated Mycobacterium
smegmatis mc2155 and Mycobacterium
tuberculosis H37Rv cultures, as well as Escherichia colik12 ER2738 and E. coli BL21 (DE3). Two hundred microliters of washing
buffer (PBST) without M. bovis was
incubated with 100 μL of Au NPs-QUBMA-Bov and used as the NC
(blank).
Real Sample Analysis
A homogenized
solution of solid cheese (cheddar) was spiked with different concentrations
of M. bovis (100 to 105 cfu mL–1). To prepare the solid cheese
matrix, 1g of solid cheese was homogenized by using
a mortar and pestle in 10 mL of PBST. The cheese solution was then
centrifuged at a 664g force for 5 min to exclude
bigger food particles.[29] The supernatant
was spiked with different concentrations of M. bovis cells, and the iELISA was performed as described above.
Results and Discussion
Synthesis
and Characterization of Biogenic
Au NPs
UV–Vis Spectrophotometric Analysis
Biosynthesis of Au NPs was followed by the color change in the
reaction solution with the appearance of a ruby red color and a change
in the surface plasmon resonance (SPR) UV–vis spectrophotometer
analysis. The color change occurred after overnight incubation of
the Au salt precursor assisted by P. nepalensis fruit extract, indicating the formation of Au NPs (Figure A inset), attributed to the
cumulative oscillation of free surface electrons of metal nanoparticles
induced by an interacting electromagnetic field. The absorption spectrum
of Au NPs was recorded within the range of 350–700 nm. Figure A shows the UV–vis
spectrum of unwashed Au NPs recorded with an SPR value at 520 nm,
indicating the formation of Au NPs. Further, there was no change in
the SPR value after washing steps were carried out, which indicates
the stability of the synthesized biogenic Au NPs. The optimized conditions
for the Au NP synthesis were found to be the natural pH of the fruit
extract (pH 4.3), RT (25–28 °C), a 1 mM precursor salt
concentration, and a 10 times (1:10) diluted aqueous fruit extract
solution (Figure S1). To investigate the
probable synthesis mechanism of Au NPs using P. nepalensis fruit extract, chemical characterization of the fruit extract was
performed using the total phenolic content measurement, DPPH scavenging
activity assay, and reducing power assay, and spectroscopic analysis
of the fruit extract was performed using FTIR spectroscopy and GC–MS
analysis.
Figure 1
Characterization of biogenic Au NPs. (A) UV–vis spectrum
of biologically synthesized Au NPs using P. nepalensis fruit extract. The inset shows the color formation of the reaction
mixture due to the reduction of the gold salt to form Au NPs: (i)
gold salt solution, (ii) P. nepalensis fruit extract, (iii) crude Au NPs, and (iv) washed Au NPs. (B) XRD
analysis of Au NPs synthesized by P. nepalensis fruit extract.
Characterization of biogenic Au NPs. (A) UV–vis spectrum
of biologically synthesized Au NPs using P. nepalensis fruit extract. The inset shows the color formation of the reaction
mixture due to the reduction of the gold salt to form Au NPs: (i)
gold salt solution, (ii) P. nepalensis fruit extract, (iii) crude Au NPs, and (iv) washed Au NPs. (B) XRD
analysis of Au NPs synthesized by P. nepalensis fruit extract.
XRD
Analysis
The phase and crystal
structure of the biologically synthesized Au NPs obtained from P. nepalensis extract were investigated using the
XRD technique, leading to a better understanding of the atomic positions
in its atomic structure. Figure B shows the corresponding XRD pattern of the Au NPs
in the 2θ range of 20–80°. The XRD spectrum resulted
in three intense peaks at 2θ = 38.1, 44.4, and 64.7, which can
be indexed as (111), (200), and (220) reflections, respectively, of
the fcc (face-centered cubic) structure of metallic gold (JCPDS no.
04-0784).[30] The absence of any other peak
position suggested the formation of monophasic gold nanostructures
with pure crystallinity.
TEM Analysis
Enzyme-mimicking properties
of metal nanoparticles strongly depend on their structure and morphology. Figure shows the TEM images
of biogenic Au NPs obtained via synthesis using P.
nepalensis fruit extract, which further confirms the
spherical structure of the Au NPs (Figure A–C). The size distribution of biogenic
Au NPs varies from 2 to 15 nm, with an average particle size of 6
± 3 nm (Figure D). The selected area electron diffraction (SAED) pattern of individual
Au NPs shows the lattice pattern structure for the Au NP sample. Most
of the plates were truncated and close to the single-crystalline structure
corresponding to the fcc structure (Figure A inset), which corresponds to the XRD results.
TEM energy-dispersive X-ray spectrometry (EDX) was used to understand
the chemical composition of the nanoparticles. As shown in Figure E, Au has demonstrated
a clear peak, clear evidence of the presence of gold (Au) traces in
the NP sample with a specific concentration. Furthermore, the FESEM
result (Supporting Information, Figure S2) suggested the formation of uniform spherical Au NPs. This observation
was in accordance with the data obtained from UV–vis spectrum
of Au NPs. The surface charge of the synthesized Au NPs was investigated
using zeta potential analysis (Supporting Information, Figure S3), and the surface charge was found
to be −20.6 mV, which confirms the presence of a negative charge
on the surface of the Au NPs. The negatively charged Au NPs displayed
more affinity toward the positively charged TMB substrate for peroxidase-mimicking
activity, while also providing the repulsive forces that help prevent
Au NPs from aggregating.
Figure 2
TEM images. (A) Bright field images (inset:
SAED pattern). (B)
Dark field image. (C) High-angle annular dark field image. (D) Particle
size analysis performed on approximately 100 particles using ImageJ
software and (E) EDX analysis of biogenic Au NPs synthesized from P. nepalensis fruit extract.
TEM images. (A) Bright field images (inset:
SAED pattern). (B)
Dark field image. (C) High-angle annular dark field image. (D) Particle
size analysis performed on approximately 100 particles using ImageJ
software and (E) EDX analysis of biogenic Au NPs synthesized from P. nepalensis fruit extract.
Characterization of Peroxidase-Mimicking Activity
of Biogenic Au NPs
Figure illustrates the evidence of the catalytic activity
of biogenic Au NPs, which catalyze the oxidation of TMB in the presence
of H2O2. The Figure A inset demonstrates the formation of a blue
color in the presence of 1 mM TMB and 6% H2O2 due to the peroxidase-mimicking activity of biogenic Au NPs. Moreover,
the images clearly show that the formation of blue color due to the
TMB oxidation requires Au NPs to catalyze the reaction as for the
NC samples without Au NPs, (i) only TMB or (ii) TMB with 6% H2O2, the solution cannot be converted into the blue-colored
oxidized TMB form [Figure A, insets (i) and (ii)]. Figure A showing the full UV–vis spectrum
is clear evidence of the TMB oxidation reaction catalyzed by biogenic
Au NPs, demonstrated by the formation of charge transfer complexes
at different absorption peaks: 370, 450, and 650 nm for biogenic Au
NPs in the presence of TMB and H2O2 (green line).[31,32] Furthermore, biogenic Au NPs showed their SPR peak at 520 nm (Figure A, blue line). However,
there is no peak formation found for TMB or TMB with 6% H2O2, which indicates that no color formation occurred due
to the absence of the TMB oxidation reaction without biogenic Au NPs
(Figure A black and
red line). Figure B demonstrates the time-dependent UV–vis full spectral scanning
kinetic analysis of the TMB oxidation reaction in the presence of
biogenic Au NPs along with 1 mM TMB and 6% H2O2. Within 10 min of the reaction time, the formation of the charge
transfer complex shows its highest intensity for the absorption peaks
at 370 and 650 nm (Figure B). To understand the full reaction mechanism of the TMB oxidation
process catalyzed by biogenic Au NPs, a kinetic analysis of the TMB
oxidation was performed with 1 mM TMB, 6% (v/v) H2O2, and 100 pM biogenic Au NPs at set conditions. The reaction
kinetics were monitored at three different wavelengths of 370, 450,
and 650 nm using a UV–vis spectrophotometer until 20 min (detailed
results and discussion in the Supporting Information, Figure S4). The results show an increase in absorbance
at 370 nm (Figure S4B) in a time-dependent
manner in comparison with that at 450 and 650 nm (Figure S4C,D), while keeping all the reaction parameters similar
for every three reactions. Based on this, we proposed to utilize the
peak at 370 nm for characterizing the peroxidase-mimicking activity
of biogenic Au NPs in kinetic analysis. This result provides significant
insights into the peroxidase-mimicking activity of the biogenic Au
NPs obtained from P. nepalensis extract.
Figure 3
(A) UV–vis
spectroscopic analysis of the catalyzed reaction
of TMB/H2O2 in the absence and presence of Au
NPs. Figure A inset:
(i) TMB, (ii) TMB + H2O2, (iii) Au NPs, and
(iv) TMB + H2O2 +Au NPs. (B) UV–vis full
spectral analysis of the catalyzed reaction of 1 mM TMB/6% H2O2 in the presence of 100 pM Au NPs.
(A) UV–vis
spectroscopic analysis of the catalyzed reaction
of TMB/H2O2 in the absence and presence of Au
NPs. Figure A inset:
(i) TMB, (ii) TMB + H2O2, (iii) Au NPs, and
(iv) TMB + H2O2 +Au NPs. (B) UV–vis full
spectral analysis of the catalyzed reaction of 1 mM TMB/6% H2O2 in the presence of 100 pM Au NPs.
Kinetic Analysis of Peroxidase-Mimicking
Activity of Biogenic Au NPs in Comparison with that of HRP
Kinetic analysis of the TMB oxidation using biogenic Au NPs was performed
by mixing various concentrations of TMB/H2O2 with a fixed concentration of Au NPs and monitoring the oxidation
process using absorption analysis at 370 nm. Figure A clearly shows the increment in the reaction
velocity in accordance with the increased H2O2 concentration with respect to the TMB concentration in the presence
of biogenic Au NPs, which confirms that peroxidase-mimicking activity
strongly depends on the H2O2 concentration (detailed
study in Supporting Information, Figure S5). However, in the case of a natural enzyme (i.e., HRP), the reaction
velocity decreased significantly with the increasing concentration
of H2O2 from 0.0075 to 10% (Figure B). To determine the maximum
conversion rate of the substrate to its product by HRP and biogenic
Au NPs at the point of the reaction where all the active sites are
fully saturated, the maximal velocity (Vmax) was calculated. At lower concentrations of H2O2, such as 0.0075%, the maximum rate of the reaction is found to be
1.68 × 10–7 M·min–1 for
biogenic Au NPs, which significantly increased with the higher concentrations
of H2O2 (10%) up to 5.34 × 10–6 M·min–1. Further details of the kinetic parameters
are summarized in the Supporting Information. From a practical perspective, clinical samples may contain a certain
amount of natural peroxidase enzymes, which could potentially interfere
with the enzyme-mimicking activity of the Au NPs. Thus, for a better
understanding of the kinetic interferences, kinetic analysis of HRP
was also performed. Figure B clearly shows the catalytic oxidation of TMB using HRP with
a maximum reaction velocity of 5.57 × 10–6 M·min–1 at 0.0075% H2O2. However, the
activity of HRP decreases significantly (5.83 times) when the H2O2 concentration exceeds 0.0075% (i.e., Vmax = 9.86 × 10–7 M·min–1 at 1% H2O2, which decreases
accordingly with the increased concentration of H2O2) (details of the kinetic parameters are summarized in Supporting
Information, Table S1). The maximum reaction
velocity of TMB oxidation using HRP is much smaller with the increasing
concentration of H2O2 in comparison with that
of the biogenic Au NPs. For example, at a moderate level of H2O2 concentration (i.e., 6% H2O2), the maximum reaction velocity of biogenic Au NPs is 9.64 times
higher than that of HRP (Table S1). The
reduced reaction rate is most likely due to the inactivation of HRP
at a higher concentration of H2O2.[33] Furthermore, this finding can be used to adjust
the catalytic response. Therefore, to avoid potential interference
from contaminating peroxidase enzymes in clinical samples and to enhance
the nanozyme activity of biogenic Au NPs, 6% H2O2 was chosen for all experiments henceforth. The effect of pH and
temperature for the intrinsic peroxidase-like activity of biogenic
Au NPs is shown in Figure C,D. The results demonstrate that the optimal pH of the reaction
solution for biogenic Au NPs is in the range of 3.5–4, which
is in agreement with previous reports indicating that in acidic conditions,
the intrinsic peroxidase-like activity of biogenic Au NPs increased
significantly to catalyze the TMB oxidation (Figure C).[34,35] Moreover, at pH values
above the acidic condition (above a pH of 4.0), the catalytic activity
decreased, possibly due to the increased redox potential of the substrate,
consequently making them less susceptible for oxidation.[36] Similarly, the effect of temperature on peroxidase-mimicking
activity of biogenic Au NPs is shown in Figure D. The peroxidase-mimicking activity reaches
the maximum at a range of 35–40 °C, which is similar to
that of the natural enzyme HRP.[37]
Figure 4
Typical kinetic
analysis of TMB oxidation. (A) Kinetic analysis
of TMB oxidation by Au NPs in the presence of varying TMB (0–1
mM) and H2O2 concentrations (1–10%).
The concentration of the Au nanozyme was fixed at 100 pM. (B) Kinetic
analysis of TMB oxidation by the HRP enzyme in the presence of varying
TMB (0–1 mM) and H2O2 concentrations
(1–10%). Samples were analyzed in triplicate (n = 3), and the standard deviation was deduced from these data. (C)
Kinetic analysis of the HRP enzyme along with Au NPs at different
pH values (2–12). (D) Kinetic analysis of the HRP enzyme along
with Au NPs at different temperatures (20–60 °C). All
the absorbance values were measured at 370 nm.
Typical kinetic
analysis of TMB oxidation. (A) Kinetic analysis
of TMB oxidation by Au NPs in the presence of varying TMB (0–1
mM) and H2O2 concentrations (1–10%).
The concentration of the Au nanozyme was fixed at 100 pM. (B) Kinetic
analysis of TMB oxidation by the HRP enzyme in the presence of varying
TMB (0–1 mM) and H2O2 concentrations
(1–10%). Samples were analyzed in triplicate (n = 3), and the standard deviation was deduced from these data. (C)
Kinetic analysis of the HRP enzyme along with Au NPs at different
pH values (2–12). (D) Kinetic analysis of the HRP enzyme along
with Au NPs at different temperatures (20–60 °C). All
the absorbance values were measured at 370 nm.To obtain more information on the required substrate concentration
for the catalytic reaction, the Michaelis–Menten constant (KM) was calculated. The results shown in the Supporting Information indicates a lower KM value for the biogenic Au NPs in comparison
with that for HRP with the increase in the concentration of H2O2 from 0.0075 to 6%, indicating that less substrate
is required to initiate the catalysis reaction at a significant rate
with a higher affinity (details of the kinetic parameters are summarized
in Supporting Information, Table S1). The KM values for both biogenic Au NPs and HRP have
changed significantly according to the changes in the H2O2 concentrations. For instance, from 0.0075 to 6% H2O2 concentrations, the changes in the KM values for Au NPs and HRP are 1.17 × 10–2 to 6.9 × 10–2 and 1.1 × 10–1 to 7.9 × 10–2 mM, respectively. The results
indicate the higher requirement of the substrate to reach the maximum
velocity for HRP-assisted TMB oxidation. For a better understanding
of the differences in the reaction rate, the catalytic rate (kcat) was calculated for both Au NPs and HRP.
The results reveal the reduced catalytic rate (kcat) of HRP with the increasing concentration of H2O2, that is, the catalytic rate beyond 0.0075% decreased
by 5.83 times, whereas in the case of biogenic Au NPs, it increased
up to 6.75 times (details of the kinetic parameters are summarized
in Supporting Information, Table S1). Figure shows the reduction
of the catalytic efficiency (kcat/KM) of the HRP enzyme with the increasing concentration
of H2O2, demonstrating that at 0.0075% H2O2 (the lowest concentration), the HRP enzyme can
convert a higher concentration of the substrate TMB into the product,
which further reduced at 6% (v/v) H2O2. However,
for biogenic Au NPs, the catalytic efficiency (kcat/KM) was improved up to 6 times
at 6% H2O2, demonstrating the highest conversion
rate of the substrate into its product.
Figure 5
Comparison of the catalytic
efficiency of HRP and Au NPs. The reaction
was carried out in the presence of 0.1 mM TMB and various H2O2 concentrations for 10 min at RT. Concentrations of
the natural enzyme and nanozyme were fixed at 100 pM, and the absorbance
was measured at 370 nm.
Comparison of the catalytic
efficiency of HRP and Au NPs. The reaction
was carried out in the presence of 0.1 mM TMB and various H2O2 concentrations for 10 min at RT. Concentrations of
the natural enzyme and nanozyme were fixed at 100 pM, and the absorbance
was measured at 370 nm.
Chemical
Analysis of P. nepalensis Fruit Extract
Free Radical Scavenging Activity and Antioxidant
Potential of P. nepalensis Fruit Extract
A vast repertoire of secondary metabolites with antioxidant properties
found in plant products (e.g., fruit) exhibiting redox capacity have
been exploited for biogenic synthesis of nanoparticles.[38] Estimation of the reducing capacity, antioxidant
potential, and radical scavenging ability of plant extracts can be
achieved by different electron and hydrogen atom transfer-based assays
such as DPPH, Folin–Ciocalteu, and ferric reducing antioxidant
power assays.[39,40] The working principle of these
redox reactions is based on the transfer of electrons from the antioxidants
present in the plant extract to oxidants such as DPPH or to the metal
ions present in the Folin–Ciocalteu reagent. Additionally,
this free radical scavenging activity or reducing capacity can be
measured by recording the alteration in the absorbance values at specific
wavelengths.[41] Chemical analysis of the P. nepalensis fruit extract was performed for a better
understanding of the probable role of the bioactive compounds in the
biogenic synthesis of Au NPs with higher stability and excellent catalytic
efficiency. The basic mechanism behind the green synthesis of metal
nanoparticles also relies on the redox reaction where plant or fruit
extract with higher total reducing substances are able to produce
higher concentration of metal nanoparticles.[41] Therefore, for P. nepalensis fruit
extract, the total reducing power assay was performed to determine
the electron-donating capability of the biological complex compounds
present in the extract, which would act as reducing agents, leading
to the formation of Au NPs from its ionic state (i.e., Au3+). Table represents
the reducing power ability of P. nepalensis fruit extract in comparison with that of ascorbic acid as standard.
The absorbance value for P. nepalensis fruit extract is around 0.447 ± 0.05 (a.u), which is higher
than that of ascorbic acid [i.e., 0.300 ± 0.03 (a.u)]. The result
indicates the high reduction potential of the fruit extract, which
might have resulted in the reduction of Au metal ions to form Au NPs.
Similarly, the ability to transfer electrons from antioxidant substances
to the unstable free radical molecules due to the antioxidant activity
of fruit extracts also plays a significant role in the reduction of
metal ions to form metal nanoparticles with excellent catalytic activity.
The antioxidant potential of P. nepalensis fruit extract was investigated using the DPPH method (517 nm), as
shown in Table . DPPH
acted as a solid free radical, which is reduced by accepting electron
or hydrogen from the antioxidant present in the extract. Based on
the color changes of the DPPH solution from purple to yellow, the
total percent inhibition of the reduced DPPH radical can be measured
spectrophotometrically.[42] The result (Table ) shows that P. nepalensis fruit extract exhibited substantial
inhibition of DPPH with 76.091 ± 0.25% RSA (radical scavenging
activity) when compared with that of ascorbic acid as a standard (72.22
± 0.22% inhibition). It is important to note that the antioxidant
potential of fruit extract is directly proportional to the quantitative
existence of phenolic compounds. Therefore, the higher antioxidant
potential of P. nepalensis might be
due to the presence of phenolic compounds and other secondary metabolites
present in the extract, such as anthocyanin and flavonoids.[43] Total phenolic content in the fruit extract
was found to be 43 ± 0.15 μg GAE mL–1 (Table ), which
was measured spectrophotometrically at 765 nm by taking gallic acid
as the standard. The total flavonoid content of P.
nepalensis fruit extract was found to be 208.4 ±
0.35 μg CE (catechin equivalent) per mL (Table ). The antioxidant activity of biological
extracts depends on the presence of free OH groups, especially 3-OH
groups in flavonoid compounds including flavones, flavonols, and condensed
tannins, which are secondary metabolites of plants.[44] Along with higher polyphenols and flavonoid, P. nepalensis is also reported to contain a high
amount of anthocyanin.[45,46] Swer et al. demonstrated the
presence of a high amount of anthocyanins (984.40 ± 3.84 mg C3G
per 100 g DM), with cyanidin-3-O-glucoside, petunidin-3-O-glucoside, peonidin-3-O-glucoside, and
malvidin as the major anthocyanins.[47]
Table 1
Free Radical Scavenging Activity and
Antioxidant Potential of P. nepalensis Fruit Extract
free
radical scavenging activity and antioxidant potential of P. nepalensis fruit extract
sample
DPPH scavenging ability (%)
reducing power (absorbance)
total phenolic
content (μg GAE mL–1)
total flavonoid content (μg CE mL–1)
P. nepalensis aqueous fruit
extract
76.091 ± 0.25
0.447 ± 0.05
43 ± 0.15
208.4 ± 0.35
ascorbic acid
72.22 ± 0.22
0.300 ± 0.03
The results of the in vitro antioxidant potential
and reducing
power assay of the P. nepalensis fruit
extract suggested that the higher total reducing ability of the fruit
extract could be attributed to the presence of phytochemicals with
higher antioxidant potentials such as polyphenols and flavonoids.
Phenolic compounds present in the P. nepalensis such as catechin, caffeic acid, dicaffeoylquinic acid, cinnamic
acid, and neo-chlorogenic acid might have assisted the reduction of
Au metal ions to form biogenic Au NPs.[46] For example, Ahmad and Sharma reported the involvement of chlorogenic
acid from plant extract in the biogenic synthesis of Ag NPs.[38] On the other hand, adsorption of different flavonoids
and other bioactive compounds over the nanoparticle surface might
have acted as the capping and stabilizing agents, which resulted in
the formation of stable biogenic Au NPs within a size range of 6 ±
3 nm. Interestingly, the interaction between different phytochemicals
present in the P. nepalensis extract
with the Au metal ions during the synthesis process might have improved
the catalytic activity of the Au NPs due to the presence of bioactive
functional moieties with high antioxidant properties over the surface
of nanoparticles.[13,48] However, the role that fruit
extracts may play in the intrinsic peroxidase-like activity of Au
nanoparticles is still unclear. Therefore, as a preliminary attempt
to ascertain whether fruit extract can oxidize TMB, a simple reaction
was performed, and the results suggested the incapability of fruit
extract alone to oxidize TMB (Figure S6, detailed result and discussion in the Supporting Information).
Nevertheless, the electrostatic attractions between positively or
neutrally charged Au NPs and negatively charged secondary metabolites
present in the extract resulted in the formation of a negative surface
coating on Au NPs, which further possibly improved the affinity toward
positively charged TMB during enzyme-mimicking activity.[43,49] The presence of various functional groups on the surface of biogenic
Au NPs responsible for the improved stability and catalytic activity
was investigated by using spectroscopic analysis.
Spectroscopic Analysis of P. nepalensis Fruit Extract
The FTIR spectrum
of Au NPs synthesized by using P. nepalensis was studied to gain a greater understanding about the possible synthesis
mechanism and the presence of functional moieties over the nanoparticle
surface (Figure ).
The complex nature of the peaks was expected due to the presence of
many biological molecules in the system. There is a slight change
in the intensity of the peaks in the two different reaction systems.
The presence of a broad peak in the range of 3100–3700 cm–1 may correspond to the stretching vibration of NH
and OH groups, depicting the traces of phenolic groups.[50] A strong peak at 2926.3 cm–1 in both the spectra represented the C–H stretching of the
alkyl group, whereas a slightly intense peak at 2855 cm–1 in Au NP spectra indicated the C–H stretching of aldehyde
groups.[49] In addition, there is a strong
peak around 2365 cm–1 that corresponds to the presence
of carboxylic and phenolic groups. A slightly intense peak around
1600–2000 cm–1 corresponds to the C=O
stretching, corresponding to primary amides and carboxylic groups,
and the presence of N–H stretching of amines. Stretched peaks
at 1027 and 1029 cm–1 represent the presence of
the C–N stretching vibration of aliphatic amines in both of
the spectra. The peaks around 600 and 800 cm–1 are
attributed to R-CH groups.[49] The peak around
668 cm–1 in both the spectra confirms the presence
of N–H wags from the primary and secondary amines. FTIR analysis
of P. nepalensis fruit extract and
biogenic Au NPs suggested the presence of functional groups associated
with different organic bioactive compounds such as polyphenols, enzymes,
and proteins in the extract as well as on the surface of biologically
synthesized Au NPs. Hence, a simple reaction mechanism can be inferred
for synthesizing and stabilizing the Au NPs where bioactive compounds
(e.g., phenolic compounds) in the extract possibly acted as a reducing
agent. Furthermore, different proteins containing free amino groups,
for example, cysteine residues attached on the surface of Au NPs via
a thiol linkage, may act as a stabilizing agent. On the other hand,
the higher antioxidant potential of phenolic compounds on the surface
of Au NPs might have resulted in the enhanced catalytic efficacy of
nanoparticles, leading to their excellent intrinsic peroxidase-mimicking
activity.[7,9,12,41,49,50]
Figure 6
FTIR
spectra of biogenic Au NPs synthesized by using P.
nepalensis extract.
FTIR
spectra of biogenic Au NPs synthesized by using P.
nepalensis extract.GC–MS analysis of the P. nepalensis fruit extract was carried out to investigate the bioactive organic
compounds present in it, as shown in Figure S7. In total, more than 40 compounds were detected and identified (a
table containing all the detected and identified compounds is given
in the Supporting Information, Table S2) by comparing the obtained mass spectra with the standard mass spectra
from the NIST and Wiley electronic libraries supplied with the instrument. Table shows the list of
biological compounds present in the fruit extract with higher match
factors from GC–MS analysis. Chemical analysis of the fruit
extract suggested the presence of various bioactive compounds such
as amino acids (l-alanine, aspartic acids, oxoproline, aminobutanoic
acid, and asparagine), organic acids (benzoic acid, malic acid, and
citric acid), sugars (arabinose, glucose, and fructose), phenolic
acid (protocatechuic acid), saturated fatty acid (palmitic acid),
and bioflavonoids (niacin and myo-inositol). From these results, it
can be postulated that after the reduction of Au metal ions assisted
by the polyphenols and other bioactive compounds present in the fruit
extract, biogenic Au NPs were further stabilized by these amino acids,
sugars, and organic acids due to the capping effect.[50,51]
Table 2
List of Biological Compounds Present
in the P. nepalensis Extract from GC–MS
Results
iELISA
for the Detection of M. bovis Using
Biogenic Au NPs
Preparation of Au NPs-QUBMA-Bov
Conjugates
and Analysis of Peroxidase-Mimicking Activity
Au NPs-QUBMA-Bov
conjugates were prepared by attaching the mAb reduced by DTT onto
the surface of biogenic Au NPs. DTT reduces the disulfide bonds, leading
to the formation of different fragments containing free cystine residues
with thiol (−SH) groups, which readily form covalent bonding
with biogenic Au NPs.[52,53]Figure A shows the UV–vis spectrum of biogenic
Au NPs and Au NPs-QUBMA-Bov conjugates. The result demonstrates a
red shift (25 nm) in the localized SPR of Au NPs-QUBMA-Bov at 545
nm with a broadening of the peak, which indicates the formation of
Au NPs-QUBMA-Bov conjugates. Additionally, the absorption spectra
of Au NPs-QUBMA-Bov conjugates have a sharp characteristic absorption
peak near the region of 280 nm, which is indicative of the presence
of amino acid residues in the mAb (immuno globular proteins).[54] Thus, we confirmed the successful conjugation
of the antibody on the Au NP surface. To investigate the efficiency
of the enzyme-mimicking activity of synthesized Au NPs-QUBMA-Bov conjugates,
the catalytic experiment with 0.1 mM TMB in the presence of 6% (v/v)
H2O2 was performed. Figure B shows the catalytic efficiency of Au NPs-QUBMA-Bov
conjugates in comparison with that of the biogenic Au NPs alone. The
result indicates the reduction of the enzyme-mimicking activity of
Au NPs-QUBMA-Bov (100 pM) by 32% in comparison with that of biogenic
Au NPs after a 20 min reaction time. The reduction in the catalytic
efficiency may have occurred due to the interference caused by the
antibody coating over the surface of Au NPs during its interaction
with TMB. However, the peroxidase-mimicking activity of Au NPs-QUBMA-Bov
conjugates can be enhanced by increasing the concentration of Au NPs-QUBMA-Bov
for the same substrate concentration (TMB).
Figure 7
(A) UV–vis spectrum
of biogenic Au NPs-QUBMA-Bov conjugates
in comparison with that of Au NPs only (B) kinetic analysis of the
catalyzed reaction of 1 mM TMB/6% (v/v) H2O2 in the presence of 100 pM Au NPs and Au NPs-QUBMA-Bov conjugates.
(A) UV–vis spectrum
of biogenic Au NPs-QUBMA-Bov conjugates
in comparison with that of Au NPs only (B) kinetic analysis of the
catalyzed reaction of 1 mM TMB/6% (v/v) H2O2 in the presence of 100 pM Au NPs and Au NPs-QUBMA-Bov conjugates.
iELISA for M. bovis Detection
Based on the outcomes
of this study, the intrinsic
peroxidase-mimicking activity of biogenic Au NPs could be used to
create a simple colorimetric biosensor, which can be used possibly
in POC settings. Therefore, for the detection of M.
bovis, an immunoassay was developed using highly peroxidase-mimicking
biogenic Au NPs conjugated with a M. bovis-specific mAb instead of HRP as a signaling tag. Figure A demonstrates the calibration
curve for the sensitive detection of M. bovis using biogenic Au NPs-QUBMA-Bov conjugates. The result shows the
efficiency of biogenic Au NPs-QUBMA-Bov conjugates for a satisfactory
level of detection of M. bovis within
a concentration range of 100 to 105 cfu mL–1—, whereas a linear range of detection was
found within the range 100 to 102 cfu mL–1. Figure A clearly shows the decrease in the absorbance value with
the increasing concentration of M. bovis cells, indicating the presence of free Au NPs-QUBMA-Bov conjugates
available after the incubation period to bind with the plate coated
with M. bovis cells. The higher absorbance
response at 100 cfu mL–1 indicates the
presence of the maximum concentration of free Au NPs-QUBMA-Bov conjugates
available to bind with the M. bovis cells (coated in the plate). On the other hand, with the increase
in the concentration of M. bovis cells
up to 102 cfu mL–1, the absorbance got
decreased significantly, indicating the availability of a low concentration
of free Au NPs-QUBMA-Bov conjugates for binding as most of the biogenic
Au NPs-QUBMA-Bov conjugates have attached with M. bovis cells during the incubation period. Interestingly, with the further
increase in the M. bovis cell concentration
(i.e., 103 to 105 cfu mL–1), there were no significant changes in the absorbance value. This
is probably attributed to the less availability of the active sites
on the Au NPs-QUBMA-Bov surface for their substrate TMB to generate
a colorimetric signal as most of the active sites could have been
preoccupied with the higher concentration of cells during the incubation
period (Figure A).
We further confirmed the linear response of the biosensing strategy
by fitting the absorbance value to the concentration of the target
analyte up to 102 cfu mL–1.[55,56] The linear regression equation was determined to be y = 0.1364x + 1.4212R2 = 0.9086. This study reveals the potential applicability of biogenic
Au NPs-QUBMA-Bov conjugates for sensitive detection of M. bovis cells within a linear range of 100 to 102 cfu mL–1 with an adequate efficiency
in the context of previously reported molecular detection techniques.
Further, based on the calibration curve data, the LOD was calculated
and found to be ∼53 cfu mL–1. Stewart and
co-workers reported immunomagnetic separation (IMS) along with PCR
for the detection of M. bovis (from
infected animal tissues) with an LOD of 57.7 cfu mL–1 within a linear range of 100 to 105 cfu mL–1[26] and M.
bovis (from infected animals) detection using an IMS-LFD
(lateral flow device) with an LOD higher than 104–5 cfu mL–1.[27] In another
report, Young et al. developed an RT-PCR assay for M. bovis detection with an LOD of 104 cfu
mL–1 from the soil sample.[57] However, there are limited reports of commercially available biosensors
for the detection of M. bovis in contaminated
food samples, which can be used in POC diagnosis methods.[58] A comparative analysis of different biosensing
strategies for the detection of M. bovis and a few other pathogenic bacteria has been provided in the Supporting
Information, Table S3. Our findings could
possibly be used for the development of LFD-based POC sensing devices
for the rapid and sensitive detection of M. bovis. To determine the interference of the experimental matrixes on the
detection of M. bovis cells using biogenic
Au NPs-QUBMA-Bov conjugates, the iELISA was performed in a food matrix
(solid cheese) for real sample analysis. Figure B shows the absorbance response of the calibration
curve for sensitive detection of M. bovis cells in the food matrix. The results correspond with the previous
findings of a calibration curve for M. bovis detection in a laboratory buffer solution. The absorbance response
decreases with the increase in the concentration of M. bovis cells from 100 to 105 cfu mL–1, indicating the moderately sensitive
detection capability within the linear range of 100 to
102 cfu mL–1 of the analyte. Further,
based on the calibration curve data, the LOD was calculated and found
to be ∼71 cfu mL–1. We further confirmed
the linear response of the biosensing strategy by fitting the absorbance
value to the concentration of the target analyte up to 102 cfu mL–1.[55,56] The linear regression
equation was determined to be y = 0.6702x + 1.0924, R2 = 0.9508. However, the
absorbance value decreases in comparison with the previous results,
probably due to the interference of the food molecules present in
the reaction solution, which hinders the oxidation of TMB[31] catalyzed by biogenic Au NPs-QUBMA-Bov conjugates.
Figure 8
iELISA
sensitivity assay using AuNPs-QUBMA-Bov conjugates to detect M. bovis (A) in a laboratory buffer solution (PBS,
pH 7.4, Tween-20 0.05% v/v, PBST) and (B) in a solid cheese matrix
solution. (C) iELISA specificity assay using AuNPs-QUBMA-Bov conjugates
to detect M. bovis in a laboratory
buffer (PBST) solution.
iELISA
sensitivity assay using AuNPs-QUBMA-Bov conjugates to detect M. bovis (A) in a laboratory buffer solution (PBS,
pH 7.4, Tween-20 0.05% v/v, PBST) and (B) in a solid cheese matrix
solution. (C) iELISA specificity assay using AuNPs-QUBMA-Bov conjugates
to detect M. bovis in a laboratory
buffer (PBST) solution.Apart from the sensitivity,
specificity is the most essential key
influencing factor ensuring the feasibility of the Au NPs-QUBMA-Bov
conjugates-based immunosensing assay. To determine the specificity
of the biogenic Au NPs-QUBMA-Bov conjugates, the iELISA was performed
against four different bacterial strains: (i) two mycobacterial species, M. smegmatis mc2155 and M. tuberculosis H37Rv and (ii) two common E. colik12 ER2738 and E. coli BL21 (DE3) by comparing the absorbance response
with each culture isolate. Figure C demonstrates that the absorbance responses from E. colik12, E. coliBL21 DE3, and M. smegmatis are similar to the negative signal (only laboratory buffer/PBST
without any bacteria), with the higher absorbance attributed to more
availability of free unbound biogenic Au NPs-QUBMA-Bov conjugates
after the incubation period. Similarly, the absorbance response for M. bovis has the lowest absorbance value in comparison
to others, indicating that Au NPs-QUBMA-Bov gets attached to the M. bovis cells during the incubation period as the
mAb conjugated with biogenic Au NPs is specific to M. bovis. The absorbance response for M. tuberculosis is slightly higher than that of M. bovis but less than for the other tested bacteria.
These results indicate the specific nature of the mAb toward the Mycobacterium species in comparison to the other
bacteria tested[27,54] (Figure C).
Conclusions
In conclusion, an eco-friendly, cost effective, convenient, and
single-step green synthesis of biogenic Au NPs was achieved by using P. nepalensis fruit extract. To the best of our knowledge,
this is the first report for the biogenic synthesis of Au NPs utilizing P. nepalensis fruit extract. Chemical analysis of
the fruit extract revealed the presence of various bioactive organic
compounds such as polyphenols, amino acids, flavonoids, antioxidants,
organic acids, and sugars that probably assisted the reduction of
Au3+ ions followed by the stabilization of the synthesized
Au NPs. On the other hand, adsorption of these bioactive compounds
over the biogenic Au NP surface not only resulted in them acting as
a capping agent but also played an important role in improving the
catalytic efficiency of Au NPs. The biogenic Au NPs with a uniform
size (6 ± 3 nm) and morphology possess ultra-active intrinsic
peroxidase-like activity and can catalyze the oxidation of TMB in
the presence of H2O2. The peroxidase-like activity
of biogenic Au NPs followed Michaelis–Menten kinetics, and
the reaction velocity was dependent on the environmental pH, temperature,
substrate, and H2O2 concentration. In comparison
with the natural enzyme (HRP), biogenic Au NPs showcased a 9.64 times
higher maximum reaction velocity at 6% H2O2 with
a higher affinity toward substrate TMB. The Michaelis–Menten
constant (KM) values for biogenic Au NPs
and HRP were found to be 6.9 × 10–2 and 7.9
× 10–2 mM, respectively, at the same nanozyme/enzyme
concentration of 100 pM and at 6% H2O2. Under
the experimental conditions, the peroxidase-mimicking activity of
biogenic Au NPs was suppressed by 32% after mAb conjugation.As a proof-of-concept for suitable biosensing applications with
biogenic Au NPs, an iELISA was developed to detect M. bovis cells using biogenic Au NPs-QUBMA-Bov conjugates,
where Au NPs-QUBMA-Bov acted as a peroxidase mimic and a signaling
tag. Further experiments were carried out using the iELISA method,
and from the absorbance response, it was found that the biogenic Au
NPs-QUBMA-Bov conjugates are capable of detection of M. bovis within a lower range of 100 to
102 cfu mL–1 with decent specificity.
These findings suggest that biogenic Au NPs can be used to fabricate
an efficient and cost-effective colorimetric immunosensing device
that can enable a rapid and reliable qualitative detection of analytes
with the naked eye through the use of a peroxidase-mimicking property.
Furthermore, this developed biosensing strategy could potentially
be integrated into the design of LFD with modifications for in situ
testing and could be useful in POC diagnostics.
Authors: Anna S Dean; Simona Forcella; Francisco Olea-Popelka; Ahmed El Idrissi; Philippe Glaziou; Amina Benyahia; Elizabeth Mumford; Elisabeth Erlacher-Vindel; Glen Gifford; Juan Lubroth; Mario Raviglione; Paula Fujiwara Journal: Lancet Infect Dis Date: 2018-02 Impact factor: 25.071
Authors: Moon Il Kim; Chan Yeong Park; Ji Min Seo; Kyoung Suk Kang; Ki Soo Park; Jongeun Kang; Kwan Soo Hong; Yoojin Choi; Sang Yup Lee; Jong Pil Park; Hyun Gyu Park; Tae Jung Park Journal: ACS Appl Mater Interfaces Date: 2021-07-27 Impact factor: 9.229