Journal Pre-proof AuNPs-LISA, an efficient detection assay for Opisthorchis viverrini (Ov) antigen in urine Wichit Taron, Wassana Jamnongkan, Anchalee Techasen, Jutarop Phetcharaburanin, Nisana Namwat, Paiboon Sithithaworn, Narong Khuntikeo, Siriboon Mukdasai, Somphou Sayasone, Watcharin Loilome, Wittaya Ngeontae PII:
S0039-9140(19)31225-1
DOI:
https://doi.org/10.1016/j.talanta.2019.120592
Reference:
TAL 120592
To appear in:
Talanta
Received Date: 13 September 2019 Revised Date:
21 November 2019
Accepted Date: 24 November 2019
Please cite this article as: W. Taron, W. Jamnongkan, A. Techasen, J. Phetcharaburanin, N. Namwat, P. Sithithaworn, N. Khuntikeo, S. Mukdasai, S. Sayasone, W. Loilome, W. Ngeontae, AuNPs-LISA, an efficient detection assay for Opisthorchis viverrini (Ov) antigen in urine, Talanta (2019), doi: https:// doi.org/10.1016/j.talanta.2019.120592. This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2019 Published by Elsevier B.V.
Graphical Abstract
1
AuNPs-LISA, an efficient detection assay for Opisthorchis
2
viverrini (Ov) antigen in urine
3
Wichit Taron a , Wassana Jamnongkan b, Anchalee Techasen b,c, Jutarop
4
Phetcharaburanin a,b, Nisana Namwat a,b, Paiboon Sithithaworn b,d, Narong Khuntikeo
5
b,e
6
Ngeontae f**
7 8
a
9
b
Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
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c
Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
11 12
d
13
e
14 15
f
16 17 18
g
, Siriboon Mukdasai f, Somphou Sayasoneg, Watcharin Loilome a,b*, Wittaya
Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
Department of Chemistry and Center of Excellence for Innovation in Chemistry, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand Lao Tropical and Public Health Institute, Vientiane Capital, Lao People's Democratic Republic
19 20 21
Corresponding authors:
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W. Ngeontae**
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Tel.: +66-430-09700x42174, Fax.: +66-432-02373
24
Email address:
[email protected]
25
W. Loilome*
26
Tel.:+66-433-63265, Fax.: +66-433-63265
27
Email address:
[email protected]
28
Abstract
29
The enzyme-linked immunosorbent assay (ELISA) is currently a powerful technique for
30
the detection of Opisthorchis viverrini antigen (OvAg) in urine samples. However, its sensitivity
31
and analysis time need to be improved. In the present study, we aimed to improve the signal
32
enhancing system of traditional ELISA by using gold nanoparticles (AuNPs) with peroxidase-like
33
activity on its surface instead of the horseradish peroxidase (HRP) system. The catalytic activity of
34
the AuNPs probe can be boosted by the gold enhancing solution and the addition of ATP. The
35
catalytic ability of the AuNPs probe depended on the probe and the H2O2 concentration. The
36
proposed approach can reduce the number of the traditional ELISA steps with better detection
37
sensitivity. Interestingly, the limit of detection (LOD) of the test was 23.4 ng mL-1, substantially
38
lower than the 93.8 ng mL-1 for the traditional ELISA. The AuNPs-LISA assay showed higher
39
sensitivity and specificity, 93.81% and 91.34%, respectively, compared to the traditional ELISA.
40
The proposed assay was successfully applied for the detection of OvAg in urine samples. This will
41
provide an effective tool for the detection, control and elimination of human opisthorchiasis.
42
Keywords: Opisthorchiasis, Gold nanoparticles (AuNPs), Cholangiocarcinoma (CCA), Peroxidase-like
43
activity, Nano ELISA
44
1. Introduction
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The Greater Mekong Subregion (GMS) of Southeast Asia, particularly the northeast
46
of Thailand and the Lao People’s Democratic Republic (Lao PDR), has long been known to
47
have the highest incidence of cholangiocarcinoma (CCA) worldwide [1]. The most important
48
risk factor associated with CCA in this region is liver fluke infection caused by Opisthorchis
49
viverrini (Ov), which is acquired through eating raw or inadequately cooked (salted, pickled,
50
or smoked) infected cyprinid fish [2]. In the GMS region, an estimated 40 million people
51
(20% of the population) are currently infected with Ov [1,3,4]. Ov infection is most common
52
in the adult population, particularly males [5,6]. In addition, more than 600 million people are
53
at risk of liver fluke infection [7], indicating that simple, cheap and reliable diagnostic
54
methods are urgently required.
55
The formalin-ethyl acetate concentration technique (FECT) is the most common
56
diagnostic technique and is defined as a gold standard for the determination of Ov eggs in
57
fecal samples [8,9]. However, this technique has several disadvantages including low
58
sensitivity, being time-consuming and requiring a qualified microscopist to differentiate the
59
Ov eggs from those of other helminth parasites, which are similar in shape and size [10–12].
60
In addition, in cases of light infections may be difficult to detect and biliary tract obstruction
61
acts as a barrier of the flow of Ov eggs into feces, which it is a drawback for Ov eggs
62
detection by FECT; false-negatives result maybe occur [6,13].
63
Recently, Ov antigen detection in urine samples was developed using the enzyme-
64
linked immunosorbent assay (ELISA) [14]. Worasith and co-workers used monoclonal
65
antibody (IgG1 murine mAb, clone KKU505) to coat ELISA plates. This combined with
66
OvAg and using a protein A purified rabbit IgG against OvAg formed a sandwich structure
67
[14–16]. The signal enhancement of this model used the HRP system, which is one of the
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most common enzymes used for ELISA [17]. This model has been reported to have higher
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diagnostic sensitivity and specificity (81% and 71%, respectively) than FECT for detecting
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Ov infection [14]. Moreover, it is easy to use and the urine is collected noninvasively easing
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sample collection. However, this model still has some shortcomings, such as its detection
72
sensitivity, its multi-step procedure, it is also time-consuming taking at least 6 hours, which
73
does not include the coating step. In addition HRP enzyme is easily denatured and digested
74
by proteases and its preparation is complicated [14,18].
75
A potentially interesting new approach involves enzyme-like catalytic activities such
76
as peroxidase and catalase that have been demonstrated on the surface of nanomaterials such
77
as gold nanoparticles (AuNPs) [19,20,21,22,23], CuO nanoparticles [13], Co3O4
78
nanoparticles [24], and Fe3O4 nanoparticles [25]. In particular, AuNPs have been reported
79
with peroxidase-like activity, which could catalyze the oxidation of H2O2 to produce
80
hydroxyl radicals. Further reaction of the hydroxyl radicals could change the chromogenic
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substrate from colorless, e.g. using OPD and TMB, to a colored product of benefit to
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bioanalysis and diagnostics in the field of medical science [26–30].
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Unfortunately, if the surface of AuNPs is conjugated with proteins, its peroxidase-like
84
activity is decreased or almost inhibited [30,31]. However, the catalytic activity can be
85
recovered by several strategies such as the formation of an amalgam with Hg2, which
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stimulates the peroxidase-like activity of AuNPs graphene oxide (AuNPs-GO) hybrids for
87
respiratory syncytial virus (RSV) detection based on colorimetric immunoassay [31].
88
Moreover, the gold enhancement solution has been used to initiate the catalytic activity of
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AuNPs with conjugated proteins because the surface of AuNPs is coated with gold growth
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solution, similar to the seed-mediated nucleation of AuNPs synthesis [30,32,33]. Previous
91
reports suggest that biomolecules such as ATP, ADP can enhance the peroxidase-like activity
92
of AuNPs via the stabilization of oxidized TMB [19,28]. The peroxidase-like activity of
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AuNPs is dependent on pH, temperature, H2O2 concentration, size, shape and surface charge
94
[26,28,34,35]. For example, increasing the H2O2 concentration strongly enhanced the
95
intrinsic peroxidase-like activity of AuNPs [35]. AuNPs have been utilized in the signal
96
amplification of ELISA-like assays. Their catalytic activity showed a good linear relationship
97
in the range of 0.7-100 ng mL-1 and LOD of 0.3 ng mL-1 in the IgM analytical model, which
98
is better than HRP using the conventional sandwich ELISA [14]. The peroxidase-like activity
99
of AuNPs may be utilized to solve some of the shortcomings of the traditional ELISA for Ov
100
detection.
101
In this work, we proposed a new strategy to detect the OvAg in urine samples by
102
improving the drawbacks of the traditional ELISA. The enzyme HRP, which always used in
103
the color developing step of the traditional ELISA, was replaced by the peroxidase-like
104
activity of the AuNPs probe. The improvement of the peroxidase-like activity of the AuNPs
105
probe was demonstrated by using gold enhancing solution and the addition of ATP. The
106
parameters that may affect to the detection sensitivity of the proposed assay were studied and
107
optimized. In order to demonstrate the applicability of the proposed assay, real urine samples
108
from the participants in an endemic area for liver fluke infection in the Pak Ngum district of
109
Lao PDR were analyzed and compared with the traditional ELISA. The proposed assay will
110
provide an effective tool for the diagnosis control and elimination of human opisthorchiasis.
111
2. Materials and methods
112
2.1. Materials
113
Crude O. viverrini adult excretory secretory antigen (OvAg) and a protein A purified
114
rabbit IgG against crude OvAg (IgG pAb) were supplied by Prof. Paiboon Sithithaworn.
115
Streptavidin horseradish peroxidase (HRP) conjugate was purchased from GE Healthcare
116
(UK). Orthophenylenediamine hydrochloride (OPD), adenosine triphosphate disodium salt
117
(ATP), chloroauric acid (HAuCl4•3H2O) and hydroxylammonium chloride (NH2OH•HCl)
118
were purchased from Sigma (USA). Sulfuric acid (H2SO4), sodium hydrogen carbonate
119
(NaHCO3), sodium chloride (NaCl), disodium hydrogen phosphate (Na2HPO4), sodium
120
hydroxide (NaOH) and citric acid monohydrate (C6H8O7•H2O) were purchased from RCI
121
Labscan Ltd.(USA). Goat F(ab’)2 anti-rabbit IgG HL (10 nm Gold) was purchased from
122
Abcam (UK). 3, 3′, 5, 5′-Tetramethylbenzidine (TMB) solution (1X), biotin conjugate,
123
sodium carbonate anhydrous (Na2CO3) and tween-20 were purchased from Thermo Fisher
124
Scientific (USA). Hydrogen peroxide (30% H2O2) was purchased from Merck (Germany).
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Sodium dihydrogen phosphate dihydrate (NaH2PO4•2H2O) and sodium dihydrogen
126
phosphate monohydrate (NaH2PO4•H2O) were purchased from QRec (New Zealand). SKM
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growth powder was purchased from HiMedia Laboratories Pvt. Ltd. (India). All reagents
128
were of analytical grade.
129
The buffers used in this study were: 50 mM bicarbonate buffer pH 9.6, containing
130
Na2CO3 and NaHCO3 used as coating buffer; incubating buffer, 0.05% Tween 20 in
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phosphate buffered saline (PBST), pH 7.4 containing NaCl, Na2HPO4, NaH2PO4•2H2O and
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Tween 20; blocking buffer, 5% (w/v) SKM in PBST pH 7.4; washing buffer mixing 1%
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Tween 20 with PBS buffer pH 7.4 and citrate phosphate buffer pH 5.0 containing
134
C6H8O7•H2O and NaH2PO4•2H2O.
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2.2. Monoclonal antibody
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The monoclonal antibody (IgM mAb, clone KKU505) was previously established
137
[14]. The cloned KKU505 myeloma cell line was cultured in Roswell Park Memorial
138
Institute (RPMI) in 1640 medium with L-glutamine (Corning, USA) supplemented with 100
139
U mL-1 penicillin and 0.1 mg mL-1 streptomycin at 37°C in 5% CO2. The culture medium was
140
collected every 24 h. The secreted mAb in the medium was concentrated by Macrosep
141
Advance centifugal filters 3K (Pall, USA) at 5,000 x g and 4°C for 1 h. Monoclonal antibody
142
was kept frozen at -20 °C until used.
143 144 145 146
2.3. Optimization of ELISA conditions using the AuNPs probe as the signal amplifier 2.3.1. The effect of the enhancing solution on AuNPs probe activity in the ELISA assay
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Goat F(ab’)2 anti-rabbit IgG HL (10 nm Gold) was used as the AuNPs probe’s
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signal amplifier in the ELISA system instead of the HRP system [14]. Monoclonal antibody
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(mAb, IgM, clone KKU505) was diluted with 50 mM bicarbonate buffer, pH 9.6 to 10 µg
150
mL-1 mAb and 100 µL was added to flat-bottom 96-well microtiter plates (NUNC, Roskilde,
151
Denmark). The sealed plates were incubated at 4 oC overnight. Then, the coated plates were
152
washed with washing buffer 3 times on the shaker at 700 rpm for 30 s/time. Next, 200 µL of
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blocking buffer were added to each well and kept for 1 hr at 37oC after which the plates were
154
washed for 3 times. Next, 100 µL of PBS diluted crude OvAg (12 µg mL-1) was added to the
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wells in duplicates, and incubated at 37 oC for 2 hrs. After washing 5 times, 100 µL of 7 µg
156
mL-1 IgG pAb in 2%SKM incubating buffer was added to the wells which were kept for 1 hr
157
at 37 oC. After washing 3 times, 10 systems using the signal enhancing step were optimized:
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100 µL of goat F(ab’)2 anti-rabbit IgG HL (10nm gold) (Abcam, UK) as AuNPs probe were
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added to each well for all systems, except 9 and 10, with 100 µL/well of deionized water (DI)
160
and incubated at 37oC for 1 hr. The plates were washed 3 times and the color development
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observed: System 1: neither chemical was added, but TMB-H2O2 solution was pipetted into
162
wells, system 2: only 1X TMB solution was added, system 3: only H2O2 was added, system
163
4: both chemicals mixed with TMB-H2O2 were added. In systems 5-8 100 µL Au enhancing
164
solution 1:1 (v:v) mixture of 5 mM HAuCl4•3H2O : 10 mM NH2OH•HCl) was added to the
165
wells and incubated for 20 min at room temperature using the method of Kim et al. [14,32].
166
This was followed by washing 5 times with distilled water. The color developing step was not
167
added to system 5 whereas the TMB chromogenic substrate only was added to system 6.
168
Only H2O2 was added to the system 7. The both chemicals were added to the wells of system
169
8. Au enhancing solution was added to system 9 but not to system 10. Both of these systems
170
included the TMB chromogenic substrate. After adding TMB chromogenic substrate, the
171
plates were incubated at 37oC in the dark for 15 min. The blue color appeared and changed to
172
yellow by adding 50 µL of 4N sulfuric acid. This was measured by using an Agilent HP 8453
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UV-vis spectrophotometer (Waldbronn, Germany), which scanned wavelengths from 300 and
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800 nm.
175 176
2.3.2. AuNPs probe and H2O2 concentration effects the signal enhancement of AuNPs-LISA
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The AuNPs probe was diluted with DI water to 1:480, 1:240, 1:120, 1:60 and
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1:30 dilutions. In brief, after IgG pAb was added, 100 µL of each AuNPs probe concentration
179
was added to wells and incubated at 37 oC for 1 hr. After washing 3 times, 100 µL of the Au
180
enhancing solution (1:1, 5 mM HAuCl4•3H2O : 10 mM NH2OH•HCl, v:v) was added to the
181
wells and incubated at room temperature for 20 min. After washing 5 times with DW, 150 µL
182
of the mixed TMB-H2O2 solution was added to the plates and incubated at 37 oC for 15 min.
183
The blue color changed to yellow by adding 50 µL of 4N sulfuric acid, and the optical
184
density (OD) was measured at 450 nm using a Tecan sunrise microplate reader (Tecan,
185
Crailsheim, Germany).
186
For the next step, H2O2 concentrations were optimized (0.8, 1.5, 3, 6 and 12%
187
H2O2) in the mixed TMB chromogenic substrate. After adding the enhancing solution and
188
washing 5 times, the mixed TMB chromogenic substrate with different H2O2 concentrations
189
was added to wells and kept for 15 min at 37oC. Then, 50 µL of 4N sulfuric acid was added
190
and the OD measured as described above.
191
2.3.3. The effect of ATP on signal enhancement in the AuNPs-LISA assay
192
ATP solution was prepared using the Shah and Singh method [28]. Briefly, 5
193
mM ATP solution was freshly prepared before using 0.1275 g ATP dissolved in 50 ml DI
194
water. ATP solution was used to increase the colorimetric TMB signal of the AuNPs-LISA.
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This step was optimized. For the 4 systems containing a colorimetric TMB step, 150 µL of
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mixed 1X TMB containing H2O2 with the volume adjusted using DI water was added to
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system 1, 50 µL of 5 mM ATP and 150 µL of mixed TMB-H2O2 solution were added to
198
system 3. After the Au enhancing solution step, 150 µL of mixed TMB-H2O2 solution was
199
added to wells of system 2 and the volume adjusted with DI water, while for system 4 50 µL
200
of 5 mM ATP and 150 µL of mixed TMB-H2O2 solution were added. After incubation for 15
201
min at 37 oC, the blue color appeared and changed to yellow after adding 50 µL of 4N
202
sulfuric acid. The OD was measured at 450 nm using a Tecan sunrise microplate reader
203
(Tecan, Crailsheim, Germany) in the presence and absence of ATP. The ∆OD ([OD at 450
204
nm in the presence of ATP] - [OD at 450 nm in the absence of ATP]) was plotted as a
205
function of the concentration of ATP.
206
For further optimization, the ATP concentration was serially diluted to 0.078,
207
0.156, 0.313, 0.625, 1.25 and 2.5 nm ATP in DI water. Following this, 50 µL of diluted ATP
208
was added to the wells, followed by 150 µL of mixed TMB-H2O2 solution and incubated for
209
15 min at 37 oC. The OD was measured as described above.
210
2.4. The Limit of Detection (LOD)
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OvAg was added to phosphate buffered saline (PBS), pH 7.4, and serially diluted to
212
12,000, 6,000, 3,000, 1,500, 750, 375, 187.5, 93.8, 46.9, 23.4, 11.7 and 5.9 ng mL-1. The
213
plates were coated, washed, blocked and washed again as described in Section 2.3.1. The
214
diluted OvAg was added to the wells and incubated for 2 hr at 37 oC. Then the plates were
215
carefully washed 5 times with washing buffer and 100 µL of IgG pAb were carefully added
216
to the wells which were ten kept at 37 oC for 1 hr before being washed 3 times.
217
For the traditional ELISA method [14], 100 µL of 1:2,000 diluted conjugated-biotins
218
in incubating buffer were added to the wells and kept at 37 oC for 1 hr. 100 µL of diluted
219
1:2,500 conjugated-HRP in incubating buffer were added after washing 3 times and kept at
220
37oC for 1 hr. The substrate solution, OPD with 0.03% H2O2, was added to the wells which
221
were kept in the dark at room temperature for 15 min. Following this, 100 µL of 4N sulfuric
222
acid were added to the wells to stop the reaction and the OD was measured at 492 nm.
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For the AuNPs-LISA assay, 100 µL of 1:60 diluted AuNPs probe in incubating
224
buffer were added to the AuNPs-LISA assay plate and kept at 37oC for 1 hr. Following this,
225
100 µL of Au enhancing solution were added to wells after washing 3 times and the plate was
226
kept at room temperature for 20 min. This was followed by washing 5 times with DW after
227
which 50 µL of 5mM ATP in DI water and 150 µL of mixed TMB-H2O2 solution were added
228
to the wells and kept at 37oC for 20 min. The OD was measured as described in Section 2.3.3.
229
Thus, the AuNPs-LISA assay for OvAg detection in the urine sample was conducted using
230
the AuNPs probe instead of the HRP system.
231
2.5. Sample collection
232
Three hundred and ninety urine samples were corrected from the participants in an
233
endemic area for liver fluke infection in the Pak Ngum district of Lao PDR. These were all
234
enrolled in the project “Combating Cholangiocarcinoma in Lao PDR” operated under
235
collaboration between the Cholangiocarnima Research Institute (CARI), Khon Kean
236
University, Thailand and Lao Tropical and Public Health Institute, Lao PDR. First morning
237
mid-stream urine samples were collected in plastic containers and kept at 4–8°C in a cool box
238
during transport to the laboratory. This occurred within 24 hours of sample collection to
239
ensure timely processing. Urine samples were centrifuged at 1,500 rpm at 4°C for 15 min and
240
200 µL of clarified supernatant were aliquoted into 96-well microplates, sealed and stored at -
241
20°C until used in the ELISA assay [14].
242 243
2.6. Traditional ELISA method and AuNPs-LISA for OvAg detection in urine samples
244
The plates were coated, washed, blocked and washed again as described in Section
245
2.3.1. The urine samples from Section 2.5 were centrifuged at 1500 rpm for 5 min at 4oC.
246
Following this, the samples were added to the wells, 100 µL/well in duplicate with PBS.
247
Negative Ov urine served as negative controls while positive Ov urine and OvAg were
248
positive controls. After washing 5 times, 100 µl of 7 µg mL-1 IgG pAb in 2%SKM in
249
incubating buffer were added to the wells that were then kept for 1 hr at 37 oC. Following
250
this, the method described in Section 2.4 for the AuNPs-LISA assay was followed. The OD
251
values of the samples were transformed to a ratio between the OD of samples and the OD of
252
the positive control [14]. The diagnostic performance of the AuNPs-LISA assay was
253
evaluated. An Area under the Curve (AUC) of the Receiver Operating Characteristic (ROC)
254
curve was used to determine the probability of correctly detecting Ov infection between the
255
traditional ELISA method and the AuNPs-LISA assay [14,36]. ROC curve analysis and the
256
Yoden index were established to evaluate diagnostic sensitivity, specificity and the cut-off
257
value of the AuNPs-LISA assay. These values from the ROC analysis were used to further
258
characterize the assay’s performance as follows: the Positive Predictive Value (PPV),
259
Negative Predictive Value (NPV), diagnostic accuracy, Positive Likelihood Ratio (PLR),
260
Negative Likelihood Ratio (NLR) and Disease prevalence (DP) were used to compare the
261
performance of AuNPs-LISA assay with the traditional ELISA method.
262
2.7. Ethical statement
263
Ethical approval was obtained from the National Ethics Committee for Health
264
Research, Ministry of Health (MoH) of Lao PDR (reference no. 098/NECHR). Permission
265
for fieldwork was obtained from the Ministry of Health, the Vientiane Capital Health Office
266
and the Pagneum District Health Office. Before enrolment, a meeting was held with the local
267
authorities. The participants were given detailed explanations about the objectives,
268
procedures, potential risks, and benefits of the study. The written information sheet in Lao
269
language was read to all participants and their questions were answered. Informed consent
270
approval was obtained from all study participants prior to the initiation of the sample
271
collection. Study participants positive for intestinal parasitic infections in the final assessment
272
were treated according to national treatment guidelines (reference: MOH. Diagnosis and
273
treatment at the district hospital. A diagnosis and treatment guideline for the district hospital
274
in Lao PDR. Vientiane: Ministry of Health. 2004).
275
2.8. Data analysis and statistical methods
276
All data were analyzed using SPSS 21 (IBM, Chicago, IL, USA) and MedCal (Med-
277
Calc Software, Ostend, Belgium). Descriptive statistics, e,g., frequency and mean were used
278
to summarise the sample distribution. Likelihood ratio test was applied to examine the
279
association of prevalence of Ov in patients. Sensitivity value, specificity value, positive
280
predictive value and negative predictive value were used to describe the diagnostic accuracy
281
of the AuNPs-LISA. Statistical significance was defined with a P-value < 0.05.
282
3. Results and discussion
283
3.1 Gold-enhanced peroxidase-like activity of the AuNPs probe
284
Basically, the HRP system is used in the traditional ELISA method for OvAg
285
detection in urine [14]. However, this system consists of incubation and washing steps, which
286
take approximately 2 hrs [14]. In order to improve the traditional assay, the HRP system was
287
replaced by the goat F(ab’)2 anti-rabbit IgG HL conjugated with 10 nm gold (AuNPs probe)
288
as shown in Fig. 1. Thus, the color development step was shorted because AuNPs can act as
289
the HRP function. However, when AuNPs are modified with proteins, they may exhibit low
290
peroxidase-like activity [30] due to the protein covering the active surface area of the ultra
291
small AuNPs. To solve this problem, Wang et al. suggested that a gold growth solution be
292
used to recover the peroxidase-like activity of AuNPs [30]. An AuNPs prepared gold-
293
enhanced AuNPs probe can catalyze TMB oxidation in the presence of H2O2 based on the
294
peroxidase-like activity of AuNPs [14,19,26,27,29]. In order to prove this concept, the
295
peroxidase like activity of the AuNPs probe was modified with gold enhancing solution
296
(HAuCl4 and NH2OH) and the AuNPs probe without gold enhancing solution for comparison
297
in the color developing assay in the presence of H2O2 and TMB. The results in Fig. 2A show
298
that the yellow color can be formed only in the system with the AuNPs probe modified with
299
gold enhancing solution in the presence of H2O2 and TMB, for which in Fig 2B shows the
300
reproducibility of system 8. On the other hand, the system consisting of the AuNPs probe and
301
other related systems did not exhibit the peroxidase-like activity of AuNPs. The UV-
302
absorbance spectra of system 8 showed high absorbance at A450 nm. Systems 1-4 confirmed
303
that the peroxidase-like activity of the AuNPs probe was almost completely inhibited when
304
the surface of the AuNPs was conjugated with proteins [30,31]. The enhancing solution could
305
be used to recover the peroxidase-like activity of the AuNPs probe which catalyzed H2O2 to
306
convert the chromogenic substrate TMB to oxTMB with a blue color [30,32] that converted
307
to a yellow color after the addition of acid. The catalytic reaction of peroxidase-like activity
308
on the surface of AuNPs could adsorbed H2O2 and break the O-O bond to generate radicals,
309
which further catalyzed the chromogenic substrate TMB [19,26,27,29,30]. The enhancing
310
solution worked similarly to the seed-mediated synthesis of AuNPs because the surface of
311
AuNP was coated to form a new shell resulting in an increase in the AuNPs’ diameter
312
[30,32,33]. The TEM images of the AuNPs after reaction with gold enhancing solution were
313
examined as the results showed in Fig. S1 (ESI). It was clearly seen that the size of the
314
AuNPs probe were significantly increased after reaction with gold enhancing solution.
315
Therefore, the results from this experiment confirm that the AuNPs probe modified with gold
316
enhancing solution can potentially be used instead of the HRP system of traditional ELISA.
317
Insert Fig. 1 here.
318
Insert Fig. 2 here.
319 320
3.2 The parameters affecting the detection sensitivity of the AuNPs-LISA assay and their optimization
321
To investigate the effect of the AuNPs probe, H2O2 and ATP were used in the
322
proposed AuNPs-LISA assay (with the gold enhancing step). Figure 3A shows the OD values
323
for the reaction solution at A450 nm with different concentrations in the AuNP probe. The
324
OD values in the reaction solution increased gradually according to the increasing
325
concentration of the AuNPs probe until a 1:60 dilution was reached. This result indicates that
326
the peroxidase-like activity of the AuNPs probe in the AuNPs-LISA assay depends on the
327
AuNPs probe concentration [28]. This observation is supported by the result of UV-vis
328
absorbance spectra of the reaction solution that increased to a visually deeper yellow color
329
change (Fig. 3B).
330
Insert Fig. 3 here.
331
As shown in Fig. 3C, the OD values for the reaction solution corresponded with
332
increasing H2O2 concentration up to 6% H2O2 (Fig. 3C), as did the UV-vis absorbance
333
spectra (Fig. 3D). This result indicates that increasing the H2O2 concentration to the reaction
334
to more than 6% H2O2 does not lead to increasing peroxidase-like activity [35]. However, the
335
signal was still of low quality. Therefore, we further studied the effects of other molecules on
336
the peroxidase-like activity of the AuNP probe. There have been reports that the peroxidase-
337
like activity of AuNPs can be enhanced in the presence of ATP [19,28]. As shown in Fig. 4A,
338
the UV-vis absorbance spectra of signal enhancement of AuNPs-LISA in the presence of
339
ATP (blue line) showed a higher absorbance than in the absence of ATP (red line). ATP acts
340
as the linkage between AuNPs and chromogenic TMB that promotes the interaction between
341
hydroxyl free radicals and TMB to generate oxTMB, showing enhanced peroxidase activity
342
[19,28]. It has been reported that the peroxidase-like activity of the AuNPs probe could
343
catalyze the oxidation of the TMB chromogenic substrate by H2O2 as an electron acceptor to
344
develop a blue color [30]. It seems that high concentrations of ATP do not influence the
345
stability of oxidized TMB as show in Fig. 4B. The OD value of the reaction solution was
346
decreased when the ATP concentration was increased by more than 1.25 mM in the AuNPs-
347
LISA assay. The results from this experiment strongly confirm that the peroxidase-like
348
activity of the gold enhanced-AuNPs probe can be enhanced by the simple addition of ATP.
349
Thus, in order to obtain the best detection sensitivity, ATP is then added to the detection
350
assay to the concentration of 1.25 mM. Although the concentration of ATP at 0.625 mM
351
provided a comparative sensitivity to 1.25 mM ATP, some of the ATP may partially degrade
352
at room temperature. Therefore, the ATP concentration at 1.25 mM was used in order to
353
obtain the best detection sensitivity. Thus in order to make sure that the ATP is sufficient to
354
provide the highest catalytic activity, the concentration of ATP at 1.25 mM was chosen.
355
356
Insert Fig. 4 here. 3.3 Analytical merits of the AuNPs-LISA assay
357
In order to compare the detection sensitivity of the AuNPs-LISA assay with the
358
traditional ELISA assay, the detection limits (LOD) of both systems are determined by
359
measuring the OD of the solution assay when the concentration of OvAg is decreased as the
360
results show in Fig. 5. The LOD of the AuNPs-LISA assay was 23.4 ng mL-1 which is
361
substantially better than the traditional ELISA with an LOD of 93.8 ng mL-1. The obtained
362
results indicate that the AuNPs-LISA assay can detect low levels of OvAg utilizing the
363
peroxidase-like activity of the AuNP probe. The peroxidase-like activity of AuNP has been
364
successfully used to detect human IgG (H-IgG) as an analytical model for a naked-eye
365
sensitive ELISA-like assay with a low LOD [30]. Thus, the proposed AuNPs-LISA assay is
366
a feasible method for OvAg detection in urine samples. It should be noted that not only a
367
lower LOD can be obtained from the proposed AuNPs-LISA, but also that the operation time
368
is also reduced due to the omission of the incubation step of the conjugated-biotins as
369
compared to the traditional ELISA. Insert Fig. 5 here.
370
371
3.4 Field application of AuNPs-LISA for OvAg detection in urine samples
372
Further studies are required to evaluate the practical feasibility for the field
373
application of this method. Therefore, we tested the method using urine samples collected
374
from individuals in an endemic area for Ov. As shown in Table 1, the 390 samples were
375
separated into 130 from males and 260 from females. We found 54 cases Ov positive samples
376
in males (42%), the 76 female cases (29%). The mean age of the subject group was 53±11.47
377
years. We then separated the ages into 3 groups. There were 231 individuals aged more than
378
50 years, followed by 106 cases of 41-50 years old and the 53 cases of 31-40 years old. We
379
found that 89 Ov positive cases fell within the >50 years group (39%), while 33 cases were
380
Ov positive in the 41-50 years group (31% of its interval) and 8 cases were found in the 31-
381
40 years old group (15% of its interval).
382
Insert Table 1 here.
383
Insert Fig. 6 here.
384
ROC curve analysis was established to compare to the traditional ELISA method
385
and the AuNP assay, as show in Fig. 6. The AuNPs-LISA assay showed a high AUC of
386
0.997. This result indicates that the AuNPs-LISA assay is potentiality a method to correctly
387
classify Ov positive individuals (a True Positive) and Ov negative individuals (a True
388
Negative) at least as well as those determined by traditional ELISA. A diagnostic cut-off (OD
389
value as 0.639) was obtained from ROC curve analysis and the diagnostic sensitivity and
390
specificity values were 93.81 and 91.34%, respectively (Table 2). The accuracy value of
391
AuNPs-LISA assay was 92.05% compared to traditional ELISA method (Table 2). To further
392
characterize the assay performance the following were calculated: positive predictive value
393
(PPV), negative predictive value (NPV), positive likelihood ratio (PLR), negative likelihood
394
ratio (NLR), and disease prevalence (DP): 81.54%, 97.31%, 10.83, 0.07, and 28.98%,
395
respectively (Table 2). Therefore, we have determined that the AuNPs-LISA assay is an
396
effective method for the diagnosis Ov infection in urine samples for the control and
397
elimination of human opisthorchiasis. Insert Table 2 here.
398
399
4. Conclusions and future outlook
400
The AuNPs-LISA assay was successfully tested using an AuNPs probe instead of the
401
usual HRP system of signal enhancement of the traditional ELISA for OvAg detection in
402
urine. The peroxidase-like activity of the AuNPs probe was induced by utilizing gold
403
enhancing solution, a set concentration of the AuNPs probe and H2O2. In addition, oxidized
404
TMB could be stabilized by ATP, which increased the signal from the AuNPs-LISA assay.
405
This model could decrease the number of steps and the time required for the traditional
406
ELISA method. It exhibits high diagnosis sensitivity and specificity. The AuNPs-LISA assay
407
showed excellent potential for the diagnosis of OvAg in urine samples from an endemic area.
408
Therefore, AuNPs-LISA is an effective method for OvAg detection in urine for the control
409
and elimination of opisthorchiasis in the Mekong River Basin region of Southeast Asia.
410
Acknowledgements
411
This work was supported by Cholangiocarcinoma Screening and Care Program
412
(CASCAP), Cholangiocarcinoma Research Institute (CARI) Khon Kaen University (grant
413
number
414
(IRN62W0002). We thank Professor Trevor N. Petney for editing the MS via the Publication
415
Clinic KKU, Thailand.
416
Conflict of interest
417
CASCAP-23),
the
Thailand
Science
Research
and
Innovation
(TSRI)
The authors have declared that do not have any conflict of interest.
418
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Figure captions Fig. 1 Schematic representation of the traditional ELISA method using the HRP system as the enhancing signal and the new AuNPs-LISA assay using an AuNP probe. Fig. 2 (A.)UV-vis absorbance spectra of the signal enhancing system containing (1) AuNPs probe only, (2) AuNPs probe + TMB, (3) AuNPs probe +H2O2, (4) AuNPs probe + TMB + H2O2, (5) AuNPs probe + gold enhancing solution, (6) AuNPs probe + gold enhancing solution + TMB, (7) AuNPs probe + gold enhancing solution + H2O2, (8) AuNPs probe + gold enhancing solution + TMB + H2O2, (9) gold enhancing solution + TMB + H2O2, (10) TMB + H2O2. The yellow reaction color was particularly pronounced in system 8 with peroxidase-like activity of the AuNPs probe. (B.)
The
three independent photographs of the signal enhancing system to validate the reproducibility of the proposed assay. Fig. 3 (A.) OD value at A450 nm for the different AuNPs probe dilutions (1:480, 1:240, 1:120, 1:60, and 1:30 dilution) (B.) UV-vis absorbance spectra for the different AuNPs probe concentrations and the corresponding color change (C.) OD value at A450 nm in presence of different H2O2 concentrations (0.8, 1.5, 3, 6, and 12%) (D.) UV-vis absorbance spectra and the corresponding color change against the different H2O2 concentrations. Fig. 4 (A.) UV-vis absorbance spectra of the signal enhancing system of AuNPs-LISA (1) absence of the enhancing solution and ATP, (2) absence of ATP, (3) absence of the gold enhancing solution, and (4) in presence of both the enhancing solution and ATP. (B.) ∆OD value at A450 nm and the corresponding color change for the signal enhancing system in the presence of the different ATP concentrations (0.078, 0.156, 0.313, 0.626, 1.25, and 2.5 mM) in the AuNPs-LISA assay.
Fig. 5 OD value at A450 nm and the changed reaction color for LOD detection at the different OvAg concentrations (12000, 6000, 3000, 1500, 750, 375, 187.5, 93.8, 46.9, 23.4, 11.7, and 5.9 ng mL-1) of (A.) the AuNPs-LISA assay was 23.4 ng mL-1 and (B.) traditional ELISA method was 93.8 ng mL-1. Fig. 6 Receiver operating characteristic (ROC) curves comparing the AuNPs-LISA assay to the traditional ELISA method (n = 390). Area under the curve of this model was 0.977.
Table 1 Characteristics of samples from the endemic area in the Lao People's Democratic Republic (n= 390) Sex N
390
Age
Male
Female
(Ov positive, %)
(Ov positive, %)
130 (54, 41.54)
260 (76, 29.23)
Mean±SD
53±11.47
Interval of Age 31-40
41-50
>50
(Ov positive, %)
(Ov positive, %)
(Ov positive, %)
53 (8, 15.09)
106 (33, 31.31)
231 (89, 38.53)
Table 2 Diagnostic performance of OvAg detection by the AuNPs-LISA assay compared to the traditional ELISA method in field-collected samples from the Lao People's Democratic Republic (n = 390). Diagnosis performance of AuNPs-LISA Comparator
AOC
cut-off
Traditional ELISA
0.977
0.639
*Note
PPV, Positive Predictive Value NLR, Negative Likelihood Ratio
Sensitivity
Specificity
Accuracy
PPV*
NPV*
(%)
(%)
(%)
(%)
(%)
93.81
91.34
92.05
81.54
97.31
NPV, Negative Predictive Value DP, Disease prevalence
PLR, Positive Likelihood Ratio
PLR*
NLR*
10.83
0.07
DP* (%) 28.98
Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Highlights: •
The enzyme system of the traditional ELISA was replaced by an AuNPs probe
•
The gold enhancing solution and the addition of ATP can improve the peroxidase-like activity of the AuNPs probe
•
The proposed AuNPs-LISA can detect a low level for OvAg
•
AuNPs-LISA has high sensitivity and specificity to detect OvAg in urine
•
AuNPs-LISA can be used in the diagnosis of opisthorchiasis in real urine samples
Conflict of interest The authors have declared that do not have any conflict of interest.