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Immunoassay using surface-enhanced Raman scattering based on aggregation of reporter-labeled immunogold nanoparticles

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A one-step homogenous sensitive immunoassay using surface-enhanced Raman scattering (SERS) has been developed. This strategy is based on the aggregation of Raman reporter-labeled immunogold nanoparticles induced by the immunoreaction with corresponding antigens. The aggregation of gold nanoparticles results in a SERS signal increase of the Raman reporter. Therefore, human IgG could be directly determined by measuring the Raman signal of the reporter. The process of aggregation was investigated by transmission electron microscopy (TEM) and UV-Vis absorption spectroscopy. The effects of the temperature, time, and size of gold nanoparticles on the sensitivity of the assay were examined. Using human IgG as a model protein, a wide linear dynamic range (0.1-15 microg mL(-1)) was reached with low detection limit (0.1 microg mL(-1)) under optimized assay conditions. The successful test suggests that the application of the proposed method holds promising potential for simple, fast detection of proteins in the fields of molecular biology and clinical diagnostics.
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ORIGINAL PAPER
Immunoassay using surface-enhanced Raman scattering
based on aggregation of reporter-labeled
immunogold nanoparticles
Ji-Wei Chen &Yong Lei &Xiang-Jiang Liu &
Jian-Hui Jiang &Guo-Li Shen &Ru-Qin Yu
Received: 7 May 2008 /Revised: 30 May 2008 /Accepted: 6 June 2008 / Published online: 4 July 2008
#Springer-Verlag 2008
Abstract A one-step homogenous sensitive immunoassay
using surface-enhanced Raman scattering (SERS) has been
developed. This strategy is based on the aggregation of
Raman reporter-labeled immunogold nanoparticles induced
by the immunoreaction with corresponding antigens. The
aggregation of gold nanoparticles results in a SERS signal
increase of the Raman reporter. Therefore, human IgG
could be directly determined by measuring the Raman
signal of the reporter. The process of aggregation was
investigated by transmission electron microscopy (TEM)
and UVVis absorption spectroscopy. The effects of the
temperature, time, and size of gold nanoparticles on the
sensitivity of the assay were examined. Using human IgG
as a model protein, a wide linear dynamic range (0.1
15 μgmL
1
) was reached with low detection limit
(0.1 μgmL
1
) under optimized assay conditions. The
successful test suggests that the application of the proposed
method holds promising potential for simple, fast detection
of proteins in the fields of molecular biology and clinical
diagnostics.
Keywords Immunoassay .Surface-enhanced Raman
scattering .Aggregation .Gold nanoparticles .Human IgG
Introduction
Since Singer and Plotz first reported aggregation-based
immunoassays in 1956 [1], there have been extensive
efforts devoted to the development and the application of
this technique [19]. Generally, antigens were determined
by the aggregation resulting from the reaction of the
antibody-coated particles with the corresponding antigens.
Recently attention has turned towards the application of
gold nanoparticles in aggregation-based immunoassays
owing to the excellent physical and chemical characteristics
of these nanoparticles. The proteins bound to colloidal gold
particles are known to better retain biological activity in the
immunoassay [6,7]. Therefore, several advantages can be
obtained using gold nanoparticles in aggregation-based
immunoassays such as simple preparation, easy readout,
and good stability. A pioneering study on the application of
gold nanoparticles in aggregation-based immunoassays was
published by Thanh and Rosenzweig [8]. In their work,
gold nanoparticles coated with protein A were used to
determine anti-protein A in aqueous and serum solutions.
Aggregation in the presence of protein A was detected by
measuring the absorption of the gold colloid suspension
and a limit of detection of 1 μgmL
1
of anti-protein A was
obtained. Recently, Du et al. reported an immunoassay
based on aggregation of antibody-functionalized gold
nanoparticles coupled with light-scattering detection [9].
The strategy was performed with one-step operation in
homogeneous solution followed by the measurement of
light scattering with a common spectrofluorimeter. To
expand the scope of aggregation-based immunoassay, it is
interesting to explore the possibility of using some new
detection methods such as surface-enhanced Raman scat-
tering (SERS).
In recent years, SERS has been emerging as an important
method for ultrasensitive chemical analysis owing to
inherent richness of Raman signatures and the single-
molecule-level detection sensitivity. It is generally agreed
that the large enhancement is predominantly from electro-
magnetic (EM) fields at some hot spots, most often
Anal Bioanal Chem (2008) 392:187193
DOI 10.1007/s00216-008-2237-z
J.-W. Chen :Y. Lei :X.-J. Liu :J.-H. Jiang :G.-L. Shen :
R.-Q. Yu (*)
State Key Laboratory of Chemo/Biosensing and Chemometrics,
College of Chemistry and Chemical Engineering,
Hunan University,
Changsha 410082, China
e-mail: rqyu@hnu.cn
consisting of nanoscale junctions and interstices in interact-
ing metal nanostructures such as nanoparticle dimers or
aggregates [1012]. According to theoretical calculations,
Raman scattering intensity of a molecule at nanocrystal
junctions can be several orders of magnitude higher than
that of the same molecule on the surface of single particles
[13,14]. Therefore, the aggregates of colloidal silver or
gold particles were often used as SERS-active substrates to
provide great enhancement in trace analysis. For example,
Nie and Emory confirmed the existence of Raman enhance-
ment factors on the order of 10
14
10
15
for rhodamine 6G
molecules on small salt-induced aggregates of colloidal
silver nanoparticles [15]. Recently, Han et al. reported a
SERS-based immunoassay on a microtiter plate in which
strong signals were obtained from silver aggregates result-
ing from the addition of salts and surfactants [16]. On the
other hand, metal colloidal aggregates can also be utilized
as Raman tags for the detection of biomolecules [17,18].
Unlike other Raman tags based on individual gold particles,
these kinds of particles are clusters coalesced from metal
nanoparticles in the presence of organic Raman labels or
positively charged polymer. For example, Su and co-workers
synthesized a new type of Raman tag called composite
organicinorganic nanoparticles (COINs) for multiplex and
ultrasensitive immunoassays [18], in which a variety of
organic Raman compounds were embedded at the particle
junctions of silver particles to achieve an optimal surface
enhancement effect.
In the present study, we developed an alternative approach
for aggregation-based immunoassays using Raman reporter-
labeled immunogold nanoparticles as probes coupled with
SERS detection. As shown in Scheme 1A, gold nano-
particles were functionalized with Raman reporter and
antibody successively in a two-step process before the
detection of target. Scheme 1Bdepictstheimmunoassay
protocol based on SERS. The reporter-labeled immunogold
nanoparticles should be monodispersed in the absence of
target. When the antigen was introduced, aggregation of
gold nanoparticles was induced by the immunoreaction
between the antigen and the antibody modified on the
surface of nanoparticles. As a result, SERS signals of the
reporter on the surface of gold nanoparticles would be
greatly enhanced when the particles aggregated. Therefore,
the content of human IgG could be directly determined by
measuring the Raman signal of the reporter. Unlike
previously reported SERS-based immunoassays in hetero-
geneous formats [1921], the proposed immunoassay was
performed with a one-step operation in homogeneous
solution, which can avoid the multiple steps of immuno-
reactions and washings in the heterogeneous immuno-
assays. The process was also investigated by transmission
electron microscopy (TEM) and UVVis absorption spec-
troscopy. The experimental conditions for the detection of
human IgG were optimized. On the basis of this strategy,
human IgG has been detected with a relatively low
detection limit as well as a wider linear dynamic range.
Materials and methods
Materials
Hydrogen tetrachloroaurate(III) trihydrate, trisodium citrate,
and rhodamine B isothiocyanate (RBITC) were purchased
from Aldrich. Goat anti-human IgG antibody, human IgG,
and bovine serum albumin (BSA) were purchased from
Scheme 1 Schematic of the
immunoassay procedure for hu-
man IgG (see text for details)
188 J.-W. Chen et al.
Beijing Dingguo Biotechnology Development Center (Bei-
jing, China). All chemicals and materials were of analytical
grade and used as received. Buffers used in this work
included borate buffer (2 mM, pH 9) and sodium phosphate-
buffered saline (PBS, 0.05 M, pH 7.4). All solutions were
prepared with deionized water (18.32 MΩ) purified by a
Nanopure Infinity Ultrapure Water System (Barnstead/
thermolyne Corp, Dubuque, IA).
Instrumentation
Raman spectra were collected using a Jobin Yvon micro-
Raman spectrometer (RamLab-010), comprising an integral
Olympus BX40 microscope with a ×10 objective that
focuses the laser on the sample and collects the back-
scattered radiation, a notch filter to cut the exciting line, a
holographic grating (1,800 g/mm) offering a spectral
resolution of 2 cm
1
, and a semiconductor-cooled 1,024×
256 pixels charge-coupled device detector. A laser of
632.8 nm with a power of ca. 5 mW was used as the
excitation source. The slit and pinhole were set at 100 μm
and 300 μm, respectively. Under these settings, the sampl-
ing area was about 10 μm in diameter on the substrate sur-
face. All SERS spectra were acquired with 15-s integration
time and processed with the software from Jobin Yvon
(Labspec4.0).
UVVis spectra were recorded on MultiSpec-1501 UV
Vis spectrometer (Shimadzu, Japan) coupled with Hyper
UV software. Transmission electron micrographs (TEM)
were obtained by using a JEM-3010 electron microscope
(JEOL, Japan) with Digitalgraph software at an accelerating
voltage of 100 KV. The prepared substrate was analyzed by
scanning electron microscopy (SEM) using a JSM-5600LV
microscope (JEOL, Ltd., Japan).
Preparation of Raman reporter-labeled immunogold
nanoparticles
Raman reporter-labeled immunogold colloids were pre-
pared in a three-step process according to the developed
procedures with slight modifications [19,22]. In the first
step, gold nanoparticles with 25 ± 1 nm diameters were
synthesized by adding 1.5 mL of 34 mM sodium citrate to a
100 mL aqueous solution of boiling 0.24 mM hydrogen
tetrachloroaurate(III) trihydrate under vigorous stirring [23].
After appearance of a deep red color, boiling and stirring
were continued under reflux for 10 min and then cooled to
room temperature. The second step of the preparation
involved the immobilization of the Raman dye on the
prepared colloids through the spontaneous adsorption of
isothiocyanate (N=C=S) group onto gold [24]. Typically,
2.5 μL of 1 mM RBITC was slowly added to 1 mL of
colloidal gold under vigorous stirring and the resultant
mixture was allowed to react for 12 h. The reporter-labeled
colloids were then separated from solution by centrifuga-
tion at 12,000 rpm for 12 min. The clear supernatant was
discarded, and the loosely packed red gold sediment was
resuspended in 1 mL of borate buffer (2 mM, pH 9). In the
third step, the reporter-labeled colloids were immobilized
with antibody. Under gently agitation, 12 μL of 2 mg mL
1
antibody was added to 1 mL of the reporter-labeled gold
colloids. This amount of antibodies is ca. 50% more than
the minimum amount for coating the unmodified portion of
the nanoparticle surface. The mixture was incubated at
room temperature for 1 h. To block the bare sites on the
surface of gold nanoparticles, 100 μL of 10% BSA was
added to the prepared RBITC-labeled immunogold colloids.
After 30 min, the mixture was centrifuged at 10,000 rpm for
10 min. Next, the loose sediment of reporter-labeled
immunogold was rinsed by resuspending in 2 mM borate
buffer and collecting after a second centrifugation at
10,000 gfor 10 min. Finally, the complex was resuspended
in 50 μL of 0.05 M PBS. The prepared suspensions were
stored at 4 °C before use.
Immunoassay protocol
Under the ambient temperature, 5-μL aliquots of a series of
dilutions of human IgG were pipetted to 50 μL as-prepared
reporter-labeled immunogold colloids (for blank sample,
5μL PBS buffer was added to 50 μL of as-prepared
reporter-labeled immunogold colloids) and the resultant
mixture was allowed to react for 1 h. Before SERS
detection, the mixture was diluted 20-fold with 0.05 M
PBS to avoid nonspecific aggregation, then 10 μL of the
dilution was dropped onto glass microscope slide. Raman
spectra were collected randomly on different spots in a 50 ×
50 μm
2
area when the slide was dry. The signal intensity of
the band at 1,643 cm
1
was recorded versus different
concentrations of human IgG.
Results and discussion
Aggregation process
To characterize the aggregation process of nanoparticles,
the TEM images and UVVis spectra were recorded at
different conditions. Figure 1shows the TEM images of (a)
pure gold nanoparticles, (b) RBITC/gold/antibody compos-
ite nanoparticles, and (c) RBITC/gold/antibody composite
nanoparticles after the addition of antigen (10 μgmL
1
).
One can observe that gold colloids are almost monodis-
persed nanoscale particles, which indicates a 25 ± 1 nm
diameter based on a sampling of approximately 100
particles (Fig. 1a). After the modification of RBITC and
Immunoassay using surface-enhanced Raman scattering 189
antibody successively, the nanoparticles are still monodis-
persed in solution (Fig. 1b), which demonstrates that no
aggregates have been formed through the preparation
process of the RBITC/gold/antibody composite nanopar-
ticles. When human IgG is added in the composite
nanoparticles, as shown in Fig. 1c, the gold particles
aggregate to form larger particles induced by the immuno-
reaction. The UVVis absorption spectra of solutions
during the aggregation process are shown in Fig. 2.
Spectrum a is typical of a pure gold nanoparticles solution
showing a plasmon resonance peak at 525 nm. As shown in
Fig. 2b, the modification of gold nanoparticles with RBITC
and antibody results in a decrease in absorbance, but the
plasmon resonance peak is still at 525 nm. Figure 2c shows
the spectrum of RBITC/gold/antibody composite nano-
particles in the presence of 10 μgmL
1
antigen. One can
observe the broadening of the absorption band toward the
long-wavelength region, which indicates the formation of
gold nanoparticles aggregates in the presence of human
IgG. These experimental observations using TEM and UV
Vis spectroscopy consistently demonstrate that aggregation
of gold nanoparticles has taken place induced by the
immunoreaction between the human IgG and the labeled
antibodies. As a result, the SERS signals of RBITC would
increase in the presence of target in this method for im-
munoassay. This assumption was subsequently confirmed
by SERS experiments.
Response performance in SERS
Figure 3depicts the SERS spectra in response to PBS
buffer and 0.5 μgmL
1
human IgG as targets respectively
in the immunoassay. In the absence of target, weak SERS
signals were obtained for RBITC in the region from 1,700
to 1,100 cm
1
(curve a). When human IgG was added, the
SERS signals exhibited an obvious enhancement with a
clear observation of main bands of RBITC in the same
region (curve b). The peaks at ca. 1,354, 1,508, 1,523, and
Fig. 1 TEM images of pure gold nanoparticles (a), RBITC/gold/
antibody composite nanoparticles (b), and RBITC/gold/antibody
composite nanoparticles after the addition of antigen (10 μgmL
1
)(c)
Wavelength (nm)
300 400 500 600 700 800
Absorbance
-.2
0.0
.2
.4
.6
.8
1.0
a
b
c
Fig. 2 UVVis absorption spectra of pure gold nanoparticles (a),
RBITC/gold/antibody composite nanoparticles (b), and RBITC/gold/
antibody composite nanoparticles after the addition of antigen
(10 μgmL
1
)(c)
190 J.-W. Chen et al.
1,643 cm
1
are assigned to aromatic CC stretching and
those at ca. 1,196 and 1,276 cm
1
are assigned to aromatic
CH bending and CC bridge band stretching, respectively
[25]. The results indicate that SERS signals of RBITC were
efficiently enhanced by the aggregation of immunogold
nanoparticles resulting from the introduction of human IgG,
which is in good agreement with the assay principle
mentioned above. In the absence of target, the Raman
signals of the reporter were enhanced by the isolated single
gold nanoparticles. According to the size-dependent optical
properties of colloidal gold nanoparticles reported by Krug
et al. [26], the isolated single gold nanoparticles with an
average particle size of 25 nm are not efficient in enhancing
Raman signals. In contrast, the immunogold nanoparticles
tend to form aggregates due to the reaction between human
IgG and antibodies upon the addition of the target, thus
resulting in strong SERS signals of the Raman reporter.
Optimization of immunoassay conditions
In this work, the particle size played a crucial role in SERS
response. We investigated the response performance of
13-nm, 25-nm, and 50-nm gold colloids in the immuno-
assay. Herein, I
Target
/I
No target
(the target/blank intensity
ratio) was used as the measure to determine the optimum
conditions, where I
Target
and I
No target
were the intensities at
1,643 cm
1
in response to 0.5 μgmL
1
human IgG and
PBS buffer under the same conditions, respectively. It
should be noted that the application of I
Target
/I
No target
could
quite efficiently mitigate the effect of instrumental compli-
cations. As shown in Fig. 4a, the biggest SERS signal
enhancement was obtained when 25-nm gold colloid was
chosen in the immunoassay. It can be assumed that the
aggregation of small nanoparticles is still insufficient to
enhance the Raman signals of the reporter strongly. In
Raman Shift (cm-1)
1000 1200 1400 1600
SERS Signal Signal (a.u.)
-200
-100
0
100
200
300
400
a
b
164315231508
13541196 1276
Fig. 3 SERS spectra of RBITC from the immunoassay in response to
PBS buffer (a) and 0.5 μgmL
1
human IgG (b)
25
13 50
Size of Gold Nanoparticle (nm)
ITarget / INo target
0.0
.5
1.0
1.5
2.0
2.5
ITarget / INo target
0.0
.5
1.0
1.5
2.0
2.5
ITarget / INo target
0.0
.5
1.0
1.5
2.0
2.5
a
Time (min)
10 30 60 90 120 150
b
Temperature (°C)
4 25303745
c
Fig. 4. RatioofSERSsignalat1,643cm
1
in response to
0.5 μgmL
1
human IgG (denoted I
Target
) and PBS buffer (denoted
I
No target
) plotted versus the size of gold nanoparticles (a), immuno-
reaction time (b), and immunoreaction temperature (c). The selected
particle size of gold nanoparticles is thus 25 nm. Each data point
represents an average of four measurements. The error bars are
relative standard deviations
Immunoassay using surface-enhanced Raman scattering 191
contrast, much bigger gold nanoparticles would result in
great SERS signals without any aggregation, thus leading to
high background in the immunoassay. Both cases would
deteriorate the sensitivity of the strategy. Consequently, the
25-nm gold colloids were used throughout the work.
The effects of time and temperature on the sensitivity of
the assay have also been investigated. As shown in Fig. 4b,
I
Target
/I
No target
was strongly dependent on the incubation
time between human IgG and Raman reporter-labeled
immunogold colloids, and the peak is achieved at after
1 h. According to Thanh and Rosenzweig [8], a short time
for immunoreaction would result in incomplete aggregation
and a very long time would induce precipitation of large
aggregates with a clear supernatant. As a result, the sensitivity
of the immunoassay would be deteriorated in both situations.
The effect of temperature on the SERS response is shown in
Fig. 4c. One can observe that I
Tar ge t
/I
No target
decreases with
increasing temperature above 25 °C. This may be attributed
to the increase in free energy ΔGat higher temperature, thus
resulting in the instability of the aggregates formed [8].
Nevertheless, weak response is found when the temperature
decreases to 4 °C, which is assumed to be related to increased
nonspecific aggregation at a relatively low temperature, thus
leading to high background in SERS detection.
Therefore, 1 h and 25 °C were selected as optimum im-
munoreaction time and temperature, respectively, through-
out subsequent experiments.
Method specificity
To investigate the selectivity of the sensing system, we
compared the SERS signal changes (I
Target
/I
No target
)at
1,643 cm
1
brought by human IgG and other four proteins
human IgM, human IgA, human IgE, and Thrombin. As
shown in Fig. 5, an obvious increase of SERS signal could
be observed in response to 0.5 μgmL
1
human IgG, while
human IgM, human IgA, human IgE, and Thrombin are
less than 5.0% under the same experimental conditions,
which suggests that the developed method is very selective
for the detection of human IgG.
SERS-based detection of human IgG
The relationship between the SERS response and the
concentration of human IgG was investigated under
optimized experimental conditions mentioned above. As
shown in Fig. 5,I
Target
/I
No target
increases with increasing
target concentration and a linear correlation between
I
Target
/I
No target
(y) and the logarithmic concentration of
human IgG (x) is achieved in the concentration range from
I
g
MI
g
AI
g
E Thrombin I
g
G
ITarget / INo target
0.0
.5
1.0
1.5
2.0
2.5
Fig. 5 Ratio of SERS signal at 1,643 cm
1
in response to
0.5 μgmL
1
human IgG, human IgM, human IgA, human IgE, and
thrombin. The error bars are relative standard deviations
Human I
g
G Concentration ( g/mL)
0246810121416
1.0
1.5
2.0
2.5
3.0
3.5
4.0
Log ( human IgG concentration / g/mL)
-1.0 -.5 0.0 .5 1.0 1.5
ITarget
/ INo target
1.0
1.5
2.0
2.5
3.0
3.5
ITarget / INo target
Í
Í
Fig. 6 Response curve for the immunoassay of human IgG in PBS
buffer. Inset A linear relationship between SERS response and
logarithmic concentration of human IgG. Each data point represents
an average of four measurements. The error bars are relative standard
deviations
The proposed immunoassay (
µg
/mL)
.5 1.0 1.5 2.0 2.5 3.0 3.5
ELISA (µg/mL)
0.0
.5
1.0
1.5
2.0
2.5
3.0
3.5
Fig. 7 Correlation between ELISA and the proposed immunoassay
192 J.-W. Chen et al.
0.1 to 15 μgmL
1
. At higher concentration, the aggregation
process is inhibited due to the blocking of the active sites,
which would decrease the sensitivity of immunoassay. The
calibration equation is y¼2:272 þ1:049x, with a correla-
tion coefficient of 0.9929 (Fig. 6, inset). The detection
limit is estimated to be 0.1 μgmL
1
based on the 3σrule
(where σis the standard deviation of a blank), indicating a
high sensitivity for protein detection. The obtained sensi-
tivity demonstrates the competency of SERS in comparison
with those reported approaches by UVVis absorption [8]
or light-scattering techniques [9] for aggregation-based
immunoassay.
Analytical application
To investigate the applicability and reliability of the present
method for clinical diagnostics, a series of human serum
samples were analyzed simultaneously with the proposed
immunoassay and ELISA. As shown in Fig. 7, a good
correlation of determination results of human IgG in the
serum samples between the proposed immunoassay and
ELISA is obtained. The correlation equation is y¼0:14 þ
1:04x(where yand xare the determination results of ELISA
and the proposed method, respectively), and the correlation
coefficient r=0.9811.
Conclusions
In present study, a homogenous immunoassay has been
developed using SERS based on the aggregation of
antibodies and Raman reporter co-functionalized gold
nanoparticles. The target can be detected by monitoring
the SERS signal change of the Raman reporter. The process
of aggregation was investigated by TEM and UVVis
absorption spectroscopy. Utilizing human IgG as a model
protein, SERS response linearly correlated with the loga-
rithmic concentration of the target over a range from 0.1 to
15 μgmL
1
with a detection limit of 0.1 μgmL
1
, i.e., our
method exhibited good competency in comparison with
analogous immunoassay based on UVVis absorption or
light-scattering techniques. Our proposed approach also has
several advantages over conventional SERS-based hetero-
geneous immunoassays with respects to good reproducibil-
ity, short assay time, and one-step operation. Therefore, it is
expected that the proposed approach might hold promising
potential for protein assay in the fields of molecular biology
and clinical diagnostics.
Acknowledgments This work was supported by 973National
Key Basic Research Program (2007CB310500), the National NSF of
China (No. 20435010, 20575020, 20675028, 20605007, 20775023)
and Ministry of Education (NCET-040768).
References
1. Singer JM, Plotz CM (1956) Am J Med 21:888896
2. Medcalf EA, Newman DJ, Gorman EG, Price CP (1990) Clin
Chem 36:44649
3. Rosenzweig Z, Yeung ES (1994) Anal Chem 66:17711776
4. Bangs LB (1996) Pure Appl Chem 68:187379
5. Martin CR, Mitchell DT (1998) Anal Chem 70:322A327A
6. Bendayan M (2000) Biotech Histochem 75:203242
7. Hainfeld JF, Powell RD (2000) J Histochem Cytochem 48:471
480
8. Thanh NTK, Rosenzweig Z (2002) Anal Chem 74:16241628
9. Du B, Li Z, Cheng Y (2008) Talanta 75:959964
10. Moskovits M (1985) Rev Mod Phys 57:783826
11. Gresillon S, Aigouy L, Boccara AC, Rivoal JC, Quelin X,
Desmarest C, Gadenne P, Shubin VA, Sarychev AK, Shalaev
VM (1999) Phys Rev Lett 82:45204523
12. Futamata M, Maruyama Y, Ishikawa M (2003) J Phys Chem B
107:76077617
13. Xu H, Aizupurua J, Kall M, Apell P (2000) Phys ReV E 62:4318
4324
14. Jiang J, Bosnick K, Maillard M, Brus L (2003) J Phys Chem B
107:99649972
15. Nie S, Emory SR (1997) Science 275:11021106
16. Han XX, Cai LJ, Guo J, Wang CX, Ruan WD, Han WY, Xu WQ,
Zhao B, Ozaki Y (2008) Anal Chem 80:30203024
17. Chen JW, Jiang JH, Gao X, Gong JL, Shen GL, Yu RQ (2007)
Colloids Surf A 294:8085
18. Su X, Zhang J, Sun L, Koo TW, Chan S, Sundararajan N,
Yamakawa M, Berlin AA (2005) Nano Lett 5:4954
19. Ni J, Lipert RJ, Dawson B, Porter MD (1999) Anal Chem
71:49034908
20. Grubisha DS, Lipert RJ, Park HY, Driskell J, Porter MD (2003)
Anal Chem 75:59365943
21. Ji XH, Xu S, Wang L, Liu M, Pan K, Li JH, Bai YB, Li TJ (2005)
Colloids Surf A Physicochem Eng Asp 257258:171175
22. Grabar KC, Freeman RG, Hommer MB, Natan MJ (1995) Anal
Chem 67:735743
23. Frens G (1973) Nature Phys Sci 241:2022
24. Doering WE, Nie S (2003) Anal Chem 75:61716176
25. Zhang JT, Li XL, Sun XM, Li YD (2005) J Phys Chem B
109:1254412548
26. Krug JT, Wang GD, Emory SR, Nie S (1999) J Am Chem Soc
121:92089214
Immunoassay using surface-enhanced Raman scattering 193
... Aggregation of particles can be easily achieved but controlling the particle aggregation has been shown to be difficult [1,14]. Few research groups have successfully addressed this issue by enveloping the spherical GNPs with protein-A [15,16] and a polymer polyacrylamide [14], and the Raman enhancement factor (EF) increased with the aggregation size. ...
... Encapsulation also prevents the desorption of the RR and adsorption of undesired biomolecules in the close vicinity of GNP's surface [1]. Various biopolymers like protein [15,16], DNA [35], organic polymers like polyacrylamide [14], PEG [21,27,32,36], BSA [23,30,37], silica [1,38], were reported to have been used to encapsulate GNP, thereby stabilising the structure. But to enhance biocompatibility, PEG and BSA have been exploited. ...
Article
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Growing number of studies report on the improved sensitivity of various imaging modalities in detecting abnormalitieswithin tumours. Surface enhanced Raman scattering (SERS) microscopy is a novel optical imaging technique whichis advantageous in terms of greater multiplexing capability, minimal or no photobleaching of the Raman reporters, better spatial resolution and low signal-to-noise ratio within complex biological environment. For the enhancementof the Raman vibrational signal in SERS bioimaging, gold nanoparticles (GNP) are the most viable among metal nanoparticles because of comparable ease in controlling its size distribution and biocompatibility, among other parameters. GNP based SERS nanoprobes can be synthesised by tagging Raman reporter and conjugating with target specific biomolecules. Because of GNP’s wide-ranging optical properties and narrow and distinct signal from SERS,other labelling methodologies like fluorescence microscopy, magnetic resonance imaging (MRI), etc. can also be implemented along with SERS bioimaging, by tagging fluorophores, magnetic nanoparticles, etc. This review focuses on various structures and shapes of GNP, fabricating GNP based nanoprobes and the multiplexing and multi-modality capability of GNP based SERS nanoprobes.
... The inclusion of surfaceenhanced Raman spectroscopy (SERS) resolves problems such as low sensitivity. The use of AuNPs further enhance the SERS effect due to homogeneous aggregation [53][54][55], excellent biocompatibility with other biomolecules such as protein [56], DNA [57,58] and antibodies [59][60][61]. Instead of oligonucleotide-modified AuNPs, a Raman malachite green isothiocyanate (MGITC)-based reporter and detection oligonucleotide functionalized AuNP detection were used. In this system, Raman intensity is used for quantitation and optical signal for qualitative analysis. ...
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Human immunodeficiency virus (HIV), a type of lentivirus (a subgroup of retrovirus), causes acquired immunodeficiency syndrome (AIDS). This pathophysiologic state destroys the immune system allowing opportunistic infections, cancer and other life-threatening diseases to thrive. Although many analytic tools including enzyme-linked immunoassay (ELISA), indirect and line immunoassay, Western blotting, radio-immunoprecipitation, nucleic acid amplification testing (NAAT) have been developed to detect HIV, recent developments in nanosensor technology have prompted its use as a novel diagnostic approach. Nanosensors provide analytical information about behavior and characteristics of particles by using biochemical reactions mediated by enzymes, immune components, cells and tissues. These reactions are transformed into decipherable signals, i.e., electrical, thermal, optical, using nano to micro scale technology. Nanosensors are capable of both quantitative and qualitative detection of HIV, are highly specific and sensitive and provide rapid reproducible results. Nanosensor technology can trace infant infection during mother-to-child transmission, the latent HIV pool and monitor anti-HIV therapy. In this chapter, we review nanosensor analytics including electrochemical, optical, piezoelectric, SERS-based lateral flow assay, microfluidic channel-based biosensors in the detection of HIV. Other techniques in combination with different biorecognition elements (aptamers, antibodies, oligonucleotides) are also discussed.
... Other types of more complex nanostructures include nanoparticle dimers and multimers [79], nanoshells [80,81], core-shell [82], hollow gold nanospheres (HGNs) [83], and nanoparticle aggregates [84,85]. A modification of core nanoparticles with nanoparticles of smaller size [86], for example, AuNP-AuNP, AuNP-AgNP, has been also utilized [87]. ...
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Detection of biomarkers is of vital importance in disease detection, management, and monitoring of therapeutic efficacy. Extensive efforts have been devoted to the development of novel diagnostic methods that detect and quantify biomarkers with higher sensitivity and reliability, contributing to better disease diagnosis and prognosis. When it comes to such devastating diseases as cancer, these novel powerful methods allow for disease staging as well as detection of cancer at very early stages. Over the past decade, there have been some advances in the development of platforms for biomarker detection of diseases. The main focus has recently shifted to the development of simple and reliable diagnostic tests that are inexpensive, accurate, and can follow a patient’s disease progression and therapy response. The individualized approach in biomarker detection has been also emphasized with detection of multiple biomarkers in body fluids such as blood and urine. This review article covers the developments in Surface-Enhanced Raman Scattering (SERS) and related technologies with the primary focus on immunoassays. Limitations and advantages of the SERS-based immunoassay platform are discussed. The article thoroughly describes all components of the SERS immunoassay and highlights the superior capabilities of SERS readout strategy such as high sensitivity and simultaneous detection of a multitude of biomarkers. Finally, it introduces recently developed strategies for in vivo biomarker detection using SERS.
... While the SERS probe technique has been used to distinguish between target and non-target cells, some work has also reported that the SERS probe technique can be used as a sensitive assay to detect targeted molecules at low concentrations [33,34]. These reports, however, were not performed in cells. ...
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In recent years, it has been shown that inflammatory biomarkers can be used as an effective signal for disease diagnoses. The early detection of these signals provides useful information that could prevent the occurrence of severe diseases. Here, we employed surface-enhanced Raman scattering (SERS) probe gold nanorods (GNRs) as a tool for the early detection of inflammatory molecules in inflamed cells. A murine macrophage cell line (Raw264.7) stimulated with lipopolysaccharide (LPS) was used as a model in this study. The prepared SERS probe GNRs containing 4-mercaptobenzoic acid as a Raman reporter to generate SERS signals were used for detection of intracellular adhesion molecule-1 (ICAM-1) in macrophages after treatment with LPS for varying lengths of time. Our results show that SERS probe GNRs could detect significant differences in the expression of ICAM-1 molecules in LPS-treated macrophages compared to those in untreated macrophages after only 1 h of LPS treatment. In contrast, when using fluorescent labeling or enzyme-linked immunosorbent assays (ELISA) to detect ICAM-1, significant differences between inflamed and un-inflamed macrophages were not seen until the cells had been treated with LPS for 5 h. These results indicate that our SERS probe GNRs provide a higher sensitivity for detecting biomarker molecules in inflamed macrophages than the conventional fluorescence and ELISA techniques, and could therefore be useful as a potential diagnostic tool for managing disease risk. Electronic supplementary material The online version of this article (doi:10.1007/s40820-016-0111-7) contains supplementary material, which is available to authorized users.
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Application of advances in nanomedicine and materials science to medical diagnostics is a promising area of research. Surface-enhanced Raman spectroscopy (SERS) is an innovative analytical method that exploits noble metal nanoparticles to noninvasively study cells, cell organelles and protein molecules. Below, we summarize the literature on the methods for early clinical diagnosis of some neurodegenerative and neuroendocrine diseases. We discuss the specifics, advantages and limitations of different diagnostic techniques based on the use of low- and high molecular weight biomarkers. We talk about the prospects of optical methods for rapid diagnosis of neurotransmitter metabolism disorders. Special attention is paid to new approaches to devising optical systems that expand the analytical potential of SERS, the tool that demonstrates remarkable sensitivity, selectivity and reproducibility of the results in determining target analytes in complex biological matrices.
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The review concerns the state of the art, the advances in and prospects for application of surface-enhanced Raman spectroscopy (SERS) in chemical analysis. Key advantages (nondestructive origin, high sensitivity and selectivity, easiness of sample preparation) and drawbacks (a relatively small number of analytes, insufficient metrological characteristics of certain objects) of the method are pointed out. Particular attention is paid to the development of novel chemical approaches and to the design of versatile optical sensors to significantly enhance the analytical potential of the method and to extend the range of analytes. Examples are given of the application of SERS in key branches of science and technology that require both qualitative and quantitative chemical analysis of complex objects, viz., environmental monitoring, fuel and energy area, medical diagnosis, biology and biochemistry. The bibliography includes 502 references.
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Colorectal cancer (CRC) is the fourth most common cancer in the United Kingdom and is the second largest cause of cancer related death in the United Kingdom after lung cancer. Currently in the United Kingdom there is not a diagnostic test that has sufficient differentiation between patients with cancer and those without cancer so the current referral system relies on symptomatic presentation in a primary care setting. Raman spectroscopy and surface enhanced Raman spectroscopy (SERS) are forms of vibrational spectroscopy that offer a non-destructive method to gain molecular information about biological samples. The techniques offer a wide range of applications from in vivo or in vitro diagnostics using endoscopic probes, to the use of micro-spectrometers for analysis of biofluids. The techniques have the potential to detect molecular changes prior to any morphological changes occurring in the tissue and therefore could offer many possibilities to aid the detection of CRC. The purpose of this review is to look at the current state of diagnostic technology in the United Kingdom. The development of Raman spectroscopy and SERS in clinical applications relation for CRC will then be discussed. Finally, future areas of research of Raman/SERS as a clinical tool for the diagnosis of CRC are also discussed.
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Localization of optical excitations within subwavelength areas of a random metal-dielectric film is observed using near-field scanning optical microscopy. This effect is attributed to Anderson localization of surface plasmon modes in a semicontinuous metal film. The localized modes are seen as giant fluctuations of local electric fields spatially concentrated in “hot” spots, where the fields are much greater than the applied field. The local near-field spectra consisting of strong resonance peaks are detected and shown to depend markedly on the sample site probed. The observed spectral peaks correspond to localized modes of random metal-dielectric films.
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In 1978 it was discovered, largely through the work of Fleischmann, Van Duyne, Creighton, and their coworkers that molecules adsorbed on specially prepared silver surfaces produce a Raman spectrum that is at times a millionfold more intense than expected. This effect was dubbed surface-enhanced Raman scattering (SERS). Since then the effect has been demonstrated with many molecules and with a number of metals, including Cu, Ag, Au, Li, Na, K, In, Pt, and Rh. In addition, related phenomena such as surface-enhanced second-harmonic generation, four-wave mixing, absorption, and fluorescence have been observed. Although not all fine points of the enhancement mechanism have been clarified, the majority view is that the largest contributor to the intensity amplification results from the electric field enhancement that occurs in the vicinity of small, interacting metal particles that are illuminated with light resonant or near resonant with the localized surface-plasmon frequency of the metal structure. Small in this context is gauged in relation to the wavelength of light. The special preparations required to produce the effect, which include among other techniques electrochemical oxidation-reduction cycling, deposition of metal on very cold substrates, and the generation of metal-island films and colloids, is now understood to be necessary as a means of producing surfaces with appropriate electromagnetic resonances that may couple to electromagnetic fields either by generating rough films (as in the case of the former two examples) or by placing small metal particles in close proximity to one another (as in the case of the latter two). For molecules chemisorbed on SERS-active surface there exists a "chemical enhancement" in addition to the electromagnetic effect. Although difficult to measure accurately, the magnitude of this effect rarely exceeds a factor of 10 and is best thought to arise from the modification of the Raman polarizability tensor of the adsorbate resulting from the formation of a complex between the adsorbate and the metal. Rather than an enhancement mechanism, the chemical effect is more logically to be regarded as a change in the nature and identity of the adsorbate.
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There have been many innovations in diagnostics since white latex particles or microspheres were first used in medical diagnostic applications as "latex" agglutination tests (LAT) in the late 1950's. These innovations include colored particles permitting multivalent (or simultaneous) analyses, and special devices for simplifying test execu- tion and result interpretation. Dyed agglutinated particles caught on filters form the ba- sis of another class of tests. Sensitive particle-enhanced turbidimetric assays are in common use and are read with clinical chemistry analyzers via spectrophotometric or nephelometric methods. Particle capture ELISA tests and assays are in common use. The popular new strip tests for pregnancy, ovulation, drugs of abuse in urine, and many other tests all use dyed microspheres (and some use wo types of microspheres). Solid phase assays and tests use particles as a solid phase for positive or negative cap- ture of a wide variety of analytes. Solid-liquid separations can be made by centrifugal density separation, or filtration, or via magnetic separation of superparamagnetic parti- cles. Single microsphere (and perhaps single molecule sensitivity?) assays are now possible in flow cytometers.
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MANY properties of colloids and suspensions depend on the particle size. Series of monodisperse suspensions of the same chemical composition but of rather different particle sizes may be used to study particle size dependent phenomena, such as Brownian motion, light scattering, sedimentation and electrophoresis of small particles. We have used such series to demonstrate the increased tendency of metal suspensions to coagulate in the presence of electrolytes as the radius of the particles increases1.
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Molecular surface enhanced Raman scattering (SERS) in compact clusters of 30−70 nm Ag nanocrystals has shown single molecule Raman scattering cross sections that are orders of magnitude larger than free space single molecule luminescence cross sections. We analyze certain aspects of this phenomenon with new numerical electromagnetic calculations, and we also present new spectral depolarization data for single molecule rhodamine 6G scattering. We stress the central role of the Ag femtosecond radiative lifetime, and the spatial distribution of the excited Ag electrons, in the near field and far field optical properties. The fundamental nature of the Ag plasmon excited-electronic-state changes from a volume excitation to a surface junction excitation as two particles approach each other within 1 nm. Adsorbed molecules in the junction interact directly with the metallic excited-state wave function, showing electron-transfer-initiated photochemistry as well as enhanced Raman scattering. Depolarization studies show an uniaxial local electromagnetic symmetry at the junction site. Simultaneous intensity fluctuations in both the R6G molecular lines and the accompanying Ag electronic Raman continuum appear to reflect R6G adsorption−desorption kinetics. We outline the wavelength-dependent properties of a hybrid molecular-metallic wave function as the Raman resonant state.
Article
Local electric field and scattering cross section on Ag nanoparticles were evaluated by the FDTD (finite difference time domain) method with respect to single-molecule sensitivity (SMS) in SERS (surface-enhanced Raman scattering). As a result, (1) vast enhancement of >300-fold (in amplitude enhancement) in the SMS level was obtained at a junction between two connecting Ag particles with various shapes and sizes in addition to an edge of isolated triangular cylinders. Other sites of the connecting particles and of isolated circular and ellipsoidal cylinders gave only modest enhancement of ca. 20−30-fold. (2) The enormously large electric field at the junction rapidly decays with increasing gap sizes <1 nm, irrespective of particle size or shape. In contrast, the LSP (localized surface plasmon) extinction spectra from connecting particles gradually shift toward those from isolated particles with the gap. Thus, in addition to the dipole LSP excitation, nanostructures such as sharp edges, which yield higher order surface modes, are crucial for the vast enhancement. Two-dimensional ordered structures do not yield any additional enhancement concerning SMS−SERS. (3) A red shift of the LSP extinction peak with decreasing height of Ag particles was reproduced only by use of three-dimensional simulation, while broadening and larger extinction at longer wavelength are given by two-dimensional calculation. (4) Blinking of SERS signal observed for dye and DNA base is most probably due to thermal diffusion of adsorbates between the junction with vast enhancement and ordinary sites with modest enhancement, which was supported by the numerical simulation and also experimentally evidenced by suppression of the phenomena at low temperature.
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This paper reports two fundamental observations on the size-dependent optical properties of colloidal gold nanoparticles. First, faceted gold nanocrystals in the size range of 63 ± 3 nm have been found to be highly efficient for surface-enhanced Raman scattering (SERS). These nanocrystals are identified from a heterogeneous population for large optical enhancement at 647-nm laser excitation. Second, spatially isolated single gold particles emit Stokes-shifted Raman photons in an intermittent on-and-off fashion. In contrast to population-averaged studies, blinking surface-enhanced Raman scattering is a signature of single-particle (or even single-molecule) behavior. By directly measuring optical enhancement and time-resolved emission on single nanoparticles, this work opens new possibilities in studying the mechanisms of SERS, in developing metal tips for near-field optical microscopy, and in designing new nanostructured materials.
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A numerical model for the substrate generation/tip collection (SG/TC) mode of the scanning electrochemical microscope (SECM), with amperometric electrodes, is developed and examined experimentally. Under the conditions of interest, this mode involves the diffusion-limited electrolysis of a solution species, R, to produce O, at a macroscopic substrate (generator) electrode. As O diffuses away, a fraction of the species is intercepted by a tip (collector) ultramicroelectrode (UME), positioned above the substrate, where the reverse reaction occurs, leading to the formation and diffusional feedback of R to the substrate. The time-dependent tip current response is shown to be sensitive to the ratio of diffusion coefficients of the O/R couple. Moreover, when the long-time (steady-state) tip current, determined under these conditions, is combined with measurements of the diffusion-limited current for the electrolysis of R at a tip positioned far from the substrate, differences in the diffusion coefficients of the reduced and oxidized forms of the couple can be determined with high precision. Measurements on the ferrocene (Fc)/Fc+ couple in acetonitrile solution at Pt generator and collector electrodes demonstrate that the diffusion coefficient ratio can readily be obtained from both the transient and steady-state tip responses. The simplicity of the technique is further demonstrated through steady-state measurements on the one-electron reduction of p-benzoquinone (BQ) to form the radical anion, BQ•-, in acetonitrile and the ferrocyanide/ferricyanide couple in aqueous solution. For these systems, and the Fc/Fc+ couple, it is shown that, by making measurements of the steady-state tip current in both the SG/TC and feedback modes at a particular tip/substrate distance, the ratio of diffusion coefficients of the mediator couple may be determined without any knowledge of the sizes of, or the separation between, the two electrodes.
Article
The design and initial characterization of two-dimensional arrays of colloidal Au particles are reported. These surfaces are prepared by self-assembly of 12 nn diameter colloidal Au particles onto immobilized polymers having pendant functional groups with high affinity for Au (i.e., CN, SH, and NH2). The polymers are formed by condensation of functionalized alkoxysilanes onto cleaned quartz, glass, and SiO2 surfaces. The assembly protocol is carried out completely in solution: cleaned substrates are immersed in methanolic solutions of organosilane, rinsed, and subsequently immersed in aqueous colloidal Au solutions. Two-dimensional arrays spontaneously form on the polymer surface, The resulting substrates have been characterized by UV-vis spectroscopy, transmission electron microscopy (TEM), and surface-enhanced Raman scattering (SERS). TEM data show that the particles are spatially separated but close enough to interact electromagnetically (small spacing compared to lambda). The UV-vis data show that collective particle surface plasmon modes are present in the 650-750 nm region, suggesting that these assemblies are SERS-active. This is indeed the case, with enhancement factors of roughly 10(4). Au colloid monolayers possess a set of features that make them very attractive for both basic and applied uses, including uniform roughness, high stability, and biocompatibility.
Article
Gold-aggregated, dye-embedded, polymer-protected nanoparticles (GDPNs) are unusual aggregates that involve charge-driven aggregation of gold nanoparticles/poly(l-lysine) functionalized with Raman dye and a poly(l-lysine) (PLL) outer layer. Discrete, submicrometer-sized spherical aggregates are formed through three-step layer-by-layer assembly of polymer/nanoparticle. Unlike most of traditional Raman tags, aggregative gold nanoparticles (Au NPs) are used in GDPNs as the active substrate for increasing the signal of surface enhanced Raman scattering (SERS). Furthermore, the outer PLL layer could lock in Au NPs modified with rhodamine B isothiocyanate (RBITC) and lock out external dye molecules. Specifically, PLL as the outer layer exposes an amino-group rich surface to the surrounding environment that should facilitate the conjugation of GDPNs with biomolecules (antibody/antigen, nucleic acid). These advantages suggest the potential of using GDPNs as Raman tags for multiplex and ultrasensitive detection of biomolecules. The Raman tags were characterized using transmission electron microscopy (TEM), UV–vis absorption spectrometry, and Raman spectrometry.