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Agricultural and Environmental Chemistry
Preparation and Characterization of Size-Controlled Nanoparticles for HighLoading Lambda-Cyhalothrin Delivery through Flash Nanoprecipitation Kai Chen, Zhinan Fu, Mingwei Wang, Yin Lv, Chunxin Wang, Yue Shen, Yan Wang, Haixin Cui, and Xuhong Guo J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.8b02851 • Publication Date (Web): 17 Jul 2018 Downloaded from http://pubs.acs.org on July 18, 2018
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Journal of Agricultural and Food Chemistry
Preparation and Characterization of Size-Controlled Nanoparticles for High-Loading Lambda-Cyhalothrin Delivery through Flash Nanoprecipitation
Kai Chen1,2, Zhinan Fu1, Mingwei Wang1, Yin Lv2, Chunxin, Wang3, Yue Shen3, Yan Wang3*, Haixin Cui3*, Xuhong Guo1,2*
1
State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, P. R. China
2
School of Chemistry and Chemical Engineering/ Engineering Research Center of Materials Chemical Engineering of Xinjiang Bingtuan, Shihezi University, Shihezi 832000, P. R. China
3
Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China
*
To whom correspondence should be addressed. E-mail:
[email protected] (Yan
Wang),
[email protected] (Haixin Cui), or
[email protected] (Xuhong Guo)
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ABSTRACT: Environmental concerns and low efficacy pose a challenge for
2
application of traditional insecticide formulations. In this study, a series of
3
lambda-cyhalothrin (LC) loaded nanoparticles (NPs) were produced by flash
4
nanoprecipitation (FNP), and the parameters that influence the nanoparticle size
5
were systematically studied. The narrow distribution and size-controllable NPs
6
formed stable suspensions in aqueous solution without organic solvents.
7
Amphiphilic block polymer PEG-PDLLA played an important role as a drug carrier,
8
and the encapsulation content was as high as 99%. The obtained NPs with high
9
loading of LC exhibited comparable toxicity with two commercial formulations at
10
low doses. It confirms that FNP technology is a promising and scalable method for
11
agrochemical delivery.
12 13
KEYWORDS: Flash nanoprecipitation, Nanosuspension, Lambda-cyhalothrin,
14
Block polymer
15 16
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INTRODUCTION
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Conventional pesticide formulations are responsible for low efficiency,
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continued use of harmful organic solvents and indiscriminate applications causing
20
environmental pollution.1-2 Nanotechnology can create pesticide formulations with
21
large surface area, easy attachment and fast mass transfer, showing significant
22
potential for developing efficacious and environmentally friendly pesticide
23
formulations. A series of smart nano delivery systems, such as pesticide delivery,
24
controllable release and response to environmental triggers have been developed for
25
agrochemicals in recent years.3-5 However, the complex preparation of nanoparticles
26
(NPs) has plagued many fabrication processes and developing scalable technology
27
from the lab to the industrial level while maintaining precise control of the final
28
product remains a significant challenge for the field of agrochemical formulation
29
development.
30
The “flash nanoprecipitation (FNP)” process has been proven as a rapid,
31
scalable,
and continuous bottom-up approach to produce monodispersed
32
nanoparticles (NPs) with tunable particle size.6-7 FNP involves a molecularly
33
dissolved hydrophobic active ingredient and amphiphilic block copolymer in
34
water-miscible organic solvent being impinged against two aqueous anti-solvent
35
streams rapidly in a confined four-jet multi-inlet vortex mixer (MIVM), producing
36
high levels of supersaturation on a millisecond time scale.8 Using this process, both
37
the drug and hydrophobic part of the diblock polymer are precipitated with a tunable,
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narrow size distribution. Meanwhile, the hydrophilic block, typically poly(ethylene
39
glycol) (PEG), protects the particle surface against growth and aggregation.9 The
40
active ingredients were thus encapsulated in the core under the hydrophobic
41
interactions
42
poly(ε-caprolactone) (PCL) and poly(D,L-lactide) (PDLLA), using the block
43
polymer’s self-assembling ability. These amphiphilic block polymers are widely
44
used as environmentally beneficial surfactants, because of their attractive properties:
45
it is biodegradable and environmentally friendly; it protects the drug from premature
46
degradation and evaporation; and it has the possibility to provide better interaction
47
with leaves by surface modification.10-13
with
the
hydrophobic
block,
such
as
polystyrene
(PS),
48
In recent years, the demands of lambda-cyhalothrin (LC), a widely used broad
49
spectrum hydrophobic pyrethroid insecticide, have increased rapidly due to its high
50
biological activity at low application dose.14 Although LC is considered safer than
51
other insecticides, potential hazards for non-target organisms and health risks for
52
humans are still possible.15 To reduce the environmental pollution and public health
53
risks associated with LC use, it is necessary to develop environmentally friendly and
54
highly efficient pesticide formulations. Among various formulation types,
55
water-based nanosuspensions have received the most attention for crop protection,
56
which provide uniform dispersion of hydrophobic active ingredients in aqueous
57
solutions and reduce the use of organic solvents, thus they are potentially useful for
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diminishing environmental pollution.
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Inspired by these features of FNP and challenges of developing stable
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water-based pesticide formulations, here we employed an FNP platform as a new
61
scalable process to produce nanosuspensions with narrow distributions for pesticide
62
delivery. In this study, we choose PEG-PDLLA as the drug carrier and prepared a
63
series LC-loaded nanosuspensions using FNP. A key objective of this work was
64
screening for suitable parameters of the LC-loaded NP formulations manufactured
65
by FNP. The particle size, distribution and stability of the nanosuspension were
66
investigated by dynamic light scattering (DLS). The morphology of NPs was
67
characterized by Transmission Electron Microscopy (TEM). An assessment of the
68
potency of the NPs is provided by the bioassay studies which determined the LC50 of
69
LC-loaded suspension versus two commercial LC formulations against Aphis
70
craccivora.
71 72 73
EXPERIMENTS
74
Materials
75
Lambda–cyhalothrin (LC) was provided by Yangnong Chemical Co., Ltd.
76
(Yangzhou,
China).
mPoly(ethyleneglycol)-b-poly(D,L-lactide)
77
PEG-PDLLA), was purchased from Daigang Biomaterial Co., Ltd (Shandong,
78
China). Tetrahydrofuran (THF) was purchased from Tianlian Fine Chemical Co., Ltd
79
(Shanghai, China). The water used in all experiments was obtained using a Milli-Q
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water purification system. Other reagents and solvents were purchased from Beijing
81
Chemical Works (Beijing, China) and used as received.
82 83
Preparation of the LC-loaded nanoparticles
84
In the present study, LC-loaded NPs were prepared by FNP technology (Figure
85
1). A representative preparation of LC-loaded NPs via FNP is as follows. LC and
86
PEG-PDLLA were dissolved in THF and loaded into two syringes. The
87
concentration of PEG-PDLLA was fixed at 1 wt% (stream 1), and LC was dissolved
88
in THF (stream 2) with the mass ratio of LC to PEG-PDLLA at 0.5:1, 1:1, 3:1 and
89
5:1. The organic solution (fixed at 12 mL/min, stream 1 and stream 2) was fed,
90
along with Milli-Q water (stream 3 and stream 4), into a four inlet MIVM using two
91
digitally controlled syringe pumps (Harvard Apparatus, PHD2000). Samples were
92
further dialyzed against Milli-Q water (1 L milli-Q water per 10 ml NP suspension)
93
for 24 h to remove remaining organic solvent and free LC using a dialysis bag with
94
MWCO of 10 kDa membrane (Viskase) and stored at room temperature.
95 96
(INSERT Figure 1)
97 98
The flow pattern of fluids was described using the Reynolds number (Re).
99
Overall Re of the FNP system is expressed as the sum of four individual streams as
100
follows:
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= ∑ = ∑
(1)
103 104
where d is the stream inlet diameter of the mixer (1.1×10-3 m), s the cross sectional
105
areal of inlet (1.65×10-3 m2) and the four inlet have the same d and s. is the fluid
106
density (kg/m3), the fluid viscosity (kg/m s), and the steam flow rate
107
(m3/s).16 At 20 °C, is 1.0×103 kg/m3 and is 8.89×102 kg/m3. is 5.5×
108
10-4 Pa s for THF and 1.0×10-3 Pa s for water.
109 110
Characterization of the LC-loaded nanoparticles
111
The average diameter and polydispersity index (PDI) of the NPs were
112
measured with a Zetasizer Nano ZS90 (Malvern instruments, UK) at a scattering
113
angle of 90°. Samples were measured without further dilution at room temperature.
114
Nanoparticle morphologies of NPs were observed on a Hitachi HT7700
115
transmission electron microscope (Japan) at an acceleration voltage of 80 kV. One
116
drop of the NP suspension was deposited onto a standard copper grid and dried at
117
room temperature before observation.
118 119
Encapsulation efficiency and pesticide loading content
120
To study the encapsulation efficiency and drug loading content of the
121
encapsulated LC from the NPs, the concentration of LC in NPs was calculated based
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on the absorption at 278 nm using a UV-vis spectrophotometer (UV-2550). The
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unknown concentration of encapsulated LC in NPs was determined from the linear
124
regression fit of absorbance versus concentration for LC standard solutions.
125
The encapsulation efficiency was determined as the difference between the
126
amount of pesticide in the nanoparticle suspension and the total amount of added LC
127
(eq. 2).
128 129
!"#$% &&$$'(%* =
+,-. -/ 01 .2 34 -2 ,-. -/ 34
× 100% (2)
130 131 132
The pesticide loading (PL) % was defined as the ratio of encapsulated LC in NPs to the total mass of the NPs (eq.3).
133 134
8 #$$9 "%9$:(%* =
-2 ,-. -/ 01 .2 34 -2 ,-. -/ -102
× 100% (3)
135 136
Stability test
137
To assess the stability of PEG-PDLLA/LC nanoparticles in the formulation, the
138
particle size and PDI of dialyzed suspensions were monitored at 0 °C and 25 °C for
139
14 days. LC loading content in nanoparticles was also studied by analyzing the
140
remaining LC with a UV-vis spectrophotometer.
141 142
Contact angle measurement on cucumber leaf
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The contact angles (CA) of nanosuspension droplets on hydrophilic foliage
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surface were studied using live cucumber leaves. Two aqueous commercial LC
145
formulations (wettable powder (WP) and capsule suspension (CS)) were set as
146
control. Droplets (5 µL) were injected onto the target cucumber leaves and the
147
contact images were taken immediately using a contact angle tester (JC2000D2M,
148
Zhongchen Digital Technology Apparatus, Shanghai, China).
149 150
Biological assay
151
The toxicity of high concentration LC-loaded nanosuspension against Aphis
152
craccivora was evaluated using the leaf-dip method. The nanosuspensions were
153
diluted in Milli-Q water containing 0.1% Triton X-100 and the respective treatment
154
concentrations were prepared (5.00, 2.50, 1.25, 0.62, 0.31, 0.15 and 0.08 ppm). An
155
empty control check sample was also set according to statistical requirements. Discs
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6 cm in diameter were punched from fresh soybean leaves and immersed in the
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dilutions for 10 s, air-dried, and then placed upside down on the agar bed in Petri
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dishes (6 cm diameter) with filter paper. The target insects could be exposed to lethal
159
LC concentrations when feeding on treated soybean leaf. Twenty apterous adults of
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A. craccivora were assigned to the treated leaves in each Petri dish to determine
161
mortalities after 48 h. Aphis craccivora were cultured in a closed incubator at
162
25±1 °C with a photoperiod of 16L:8D and a relative humidity of 60±10%. Four
163
replicate batches of aphids were used. Two commercial LC formulations (emulsion
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in water (EW) and microemulsion (ME)) were used as control samples following the
165
same procedure described above to test their toxicity. The toxicity regression
166
equations, LC50 and confidence limits were calculated using SPSS software (version
167
22.0, IBM).
168 169 170
RESULTS AND DISCUSSION
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Effects of Reynolds numbers on nanoparticle size
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In FNP, adequate and rapid turbulent mixing of solvent and antisolvent is a
173
prerequisite for the formation of nanoparticles. Effect of Reynolds numbers (Re) on
174
particle size was shown in Figure 2. Holding the water/THF ratio at 2:1, the
175
corresponding Re number increased from 856 to 1369 according to eq. 1 by
176
changing the flow rates of two syringe pumps.
177 178
(INSERT Figure 2)
179 180
For abbreviation, the PEG-PDLLA1/LC0.5 represents the initial mass
181
concentration of PEG-PDLLA and LC is 1 wt% and 0.5 wt%, respectively.
182
Nanoparticle sizes of both PEG-PDLLA1/LC0.5 and PEG-PDLLA1/LC1 decreased
183
with the increase of Re (Table S1). The competitive kinetics of PEG-PDLLA
184
aggregation and LC nucleation controlled particle size and distribution.17 A higher
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Re number represents more homogenous and effective mixing. Therefore, the
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homogenous dispersion of sufficient PEG-PDLLA around higher Re number
187
terminated the growth of LC more rapidly and resulted in smaller particle size. The
188
influence of dialysis of NPs was also explored for constructing a successful
189
water-based formulation. As shown in Figure 3, we also noticed that the average
190
diameter of NPs decreased while PDI increased slightly after dialysis for 24 h.
191 192
(INSERT Figure 3)
193 194
Effect of water to THF ratio and mass ratio on nanoparticle size
195
The volume of antisolvent-to-solvent ratio is another key factor for forming and
196
controlling nanoparticles. In this section, the velocity of stream 1 (PEG-PDLLA
197
dissolved in THF) and stream 2 (LC dissolved in THF) were fixed at 12 mL/min.
198
The velocity of stream 3 and stream 4 (Milli-Q water) ranged from 12 to 96 mL/min,
199
and the corresponding final ratio of water to THF in the mixed solvents were
200
increased from 2:1 to 8:1 v/v.
201
Figure 4 shows the effect of different antisolvent-to-solvent ratios on particle
202
size and PDI (Table S2). As shown in Figure 4a and b, the size of NPs yielding
203
under different flow rate ratios followed a bell-shaped trend as flow rate ratios
204
increased. At low volume ratio of water to THF, the particle size increased first from
205
123 nm to 411 nm. This phenomenon could be explained by the fact that with an
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increased volume of antisolvent, the dissolved LC may be more likely to participate
207
and aggregate to form larger particles.11 When the water/THF ratio further increased
208
to more than 4:1, the particle size showed a continuous decline to 258 nm. The
209
increased water/THF ratio represents a significant increase in flow rates. At a higher
210
water/THF ratio, the solvent streams were condensed and mixed more intensely,
211
thus the mass transfer of polymer stabilizer was more rapid in the confined chamber.
212
Therefore, the growth of particles was arrested in a shorter time and resulted in
213
decreased particle size. In addition, the formation of particles with low PDI is
214
because the mixing time (10-100 ms) is shorter than the particle formation time.18
215 216
(INSERT Figure 4)
217 218
The mass concentration ratio of PEG-PDLLA to LC will directly influence the
219
size and stability of the drug loading particle. In the case of forming uniform and
220
stable nanoparticles, lower mass ratio of PEG-PDLLA/LC means lower cost, which
221
is also an important factor studied in this experiment. The concentration of
222
PEG-PDLLA was held at 1 wt% (10 mg/ml) and the concentrations of LC were set
223
at 0.5, 1, 3 and 5 wt%. When the mass ratio of LC to PEG-PDLLA increased from
224
0.5:1 to 1:1, all samples exhibited a narrow distribution from 0.05 to 0.1 and the
225
particle size could be tuned in a large range by simply changing the
226
antisolvent-to-solvent ratio.
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When the mass ratio of LC to PEG-PDLLA increased above 3:1, the NPs with
228
a narrow distribution were only produced under higher speed flow rates (Figure 4c
229
and d). We hypothesized that when mixing under the relatively low speed condition
230
in MIVM, only a portion of LC cores were able to interact with stabilizers due to the
231
insufficient amount of PEG-PDLLA and less uniform flow with slow mass transfer.
232
As the flow rate increased significantly (water: THF=8:1, stream 1, 12 ml/min;
233
stream 2, 12 ml/min; stream 3, 96 ml/min; and stream 4, 96 ml/min), for higher Re
234
values and shorter mixing times, flow became more chaotic, ensuring enhanced
235
local mixing over the volume of the chamber. As a result, the rapid and intensive
236
turbulent-like mixing pattern assured homogeneous dispersion of the amphiphilic
237
polymer, and even the growth of excessive amounts of LC nuclei was arrested by the
238
absorption of PEG-PDLLA. However, the grafting density of PEG may decrease
239
from brush regime to mushroom regime with the increased mass concentration of
240
LC.19-20 The precipitate was observed on the bottom of the PEG-PDLLA1/LC5
241
nanosuspension after a few hours, which means the amphiphilic stabilizer failed to
242
prevent leakage of the encapsulated compound. With insufficient stabilizer, though it
243
arrested the growth of NPs, the tenuous corona of the hydrophilic stabilizing layer
244
could not maintain the stability of NPs from aggregating by providing steric
245
stabilization.21
246
High loading contents are preferred to reduce the cost of insecticide
247
formulations. Meanwhile, small particles were expected to embed between the veins
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of target leaves for reduced rolling and improving the utilization rate of active
249
ingredients. Thus, the optimal formulation, 1 wt% (10 mg/ml) LC-loaded
250
nanosuspension with 1 wt% (10 mg/ml) PEG-PDLLA, was prepared by the FNP
251
method and used after dialysis in all remaining experiments.
252 253
Morphology of the nanosuspension
254
The appearance of the nanosuspension, shown in Figure 5a, was mainly related
255
to the concentration of LC. At a low concentration of LC, the appearance was clear
256
and colorless. As LC concentration increased, the system became a white, milky
257
liquid.
258
Transmission electron microscopy (TEM) was performed to investigate the
259
morphology of LC-loaded NPs. The optimized LC-loaded NP was prepared via FNP
260
using flow rates of 12, 12, 24, and 24 ml/min (mass ratio of LC: PEG-PDLLA= 1: 1).
261
The gibbous moon-like shape of particles (Figure 5b) observed without dialysis after
262
FNP proved that the residue THF in the solvent swelling the NPs and magnifying the
263
irregular morphology of core. According to previous studies, organic solvent should
264
be removed as rapidly as possible because its presence either has toxicological
265
consequences or may reduce particle stability.22 The dialyzed sample (Figure 5d)
266
exhibited more regular in shape and dispersed uniformly with a clear background.
267
The average sizes of LC-loaded nanoparticles (Figure 5c) measured from DLS were
268
generally consistent with those revealed on TEM images.
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(INSERT Figure 5)
271 272
Encapsulation efficiency and drug loading content
273
LC encapsulation efficiency (EE) of PEG-PDLLA protected NPs is estimated
274
about 99% on the basis of UV calibration at 278nm (Figure S1). This indicates that
275
almost all LC was encapsulated by PEG-PDLLA upon precipitation at the
276
millisecond scale. The high encapsulation efficiency (EE) could be attributed to the
277
extremely low solubility (5 × 10−6 g/L at 25 °C) of hydrophobic LC in water. When
278
mixed with the antisolvents, all solute precipitated and the trace amount of LC
279
dissolved in water could be disregarded. After all organic solvents were removed
280
from the system by dialysis, the surrounding water further restricted the highly
281
hydrophobic LC in the core of the NPs. Meanwhile the corresponding pesticide
282
loading (49.7%) was calculated using eq. 2. Results indicated that FNP was indeed
283
an effective method for encapsulating hydrophobic active ingredients and
284
PEG-PDLLA served as a proper vehicle.
285 286
Stability of nanosuspension
287
Temperature was the key parameter for the stability of PEG-PDLLA
288
encapsulated LC nanosuspension. Therefore, to evaluate the stability of NPs, the
289
changes of particle size, PDI and drug loading were monitored via DLS and UV-vis
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in 14 days at 0 °C and 25 °C.
291 292
(INSERT Figure 6)
293 294
As shown in Figure 6a, the average size of NPs remained almost unchanged at
295
both 0 °C and 25 °C for up to half a mouth, with no aggregation. During storage, the
296
limited variation of PDI around 0.2 also demonstrated the robust storage stability of
297
LC-loaded NPs at room temperature in suspension form. The superior stability of
298
NPs in aqueous could be attributed to the tight binding between the highly
299
hydrophobic LC core and amphiphilic polymer. For lipophilic drugs with a log P
300
value above 6, FNP works well for forming highly stable NPs as an antisolvent
301
precipitation technique.23 Figure 6b shows that LC content in the nanosuspension
302
remained almost unchanged at 0 °C and decreased with very limited mass loss at
303
25 °C over 14 days. These results show that the nanosuspension exhibits a stable
304
state during storage, and relatively low temperature storage is more favorable for
305
maintaining stability.
306 307
Contact angle of NP suspension on cucumber leaf
308
The contact angle (CA) reflects the wettability of the solution on the target
309
surface, which is the key factor affecting the use of pesticide formulations. As shown
310
in Figure 7, the CA of NP suspension on cucumber leaf was 45.6°, smaller than the
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other two aqueous formulation (54.7° for commercial capsule suspension and 95.4°
312
for commercial wettable powder). With smaller CA, the NP suspension had better
313
infiltration on the hydrophilic leaf interface and was more likely to have better
314
adhesion and distribution performance on the target surface, which is highly
315
desirable to minimize the proportion of pesticides lost to the environment.
316 317
(INSERT Figure 7)
318 319
Biological efficacy evaluation
320
To further verify the feasibility of the PEG-PDLLA/LC nanosuspension via
321
FNP, bioactivity of PEG-PDLLA/LC was tested against Aphis craccivora using
322
dose-mortality bioassays (Figure 8). LC-loaded NPs with average size of 150 nm
323
(PDI=0.18) were prepared via FNP (PEG-PDLLA: 1 wt%, LC: 1 wt%, velocity of
324
four streams: 12, 12, 24, and 24 ml/min).
325 326
(INSERT Figure 8)
327 328
The bioassay results, summarized in Table 1, indicated that all three LC
329
formulations exhibited high activity against A. craccivora. There was no significant
330
difference in the susceptibility level between the commercial emulsion in water (EW)
331
(LC50=0.2664 ppm) and PEG-PDLLA/LC (LC50=0.2602 ppm); the LC50 value of
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commercial microemulsion (ME) was slightly lower at 0.1924 ppm. The equivalent
333
of LC50 values in the same order of magnitude itself is interesting, since the values
334
of LC50 were always reduced in encapsulated systems due to containment of active
335
ingredients inside the NPs. In addition, a common critique of ME and EW
336
formulation is that acute toxicity and high rate of penetration cause potential risk to
337
non-target organisms and human health.24 Even with protective measures, organic
338
solvents can easily penetrate through the skin.25-26 Thus, workers who handle
339
pesticides are exposed to potentially acute chemical damage. In contrast, the solid
340
LC cores are protected by PEG-PDLLA in LC-loaded nanosuspension. The
341
hydrophilic block of PEG-PDLLA imparts uniform dispersion in aqueous
342
environments without organic solvents and prevents penetration of LC into the skin,
343
effectively reducing the exposure risk for farmers.
344
This paper demonstrated that FNP, a rapid and scalable method of assembling
345
solid-core block copolymer nanoparticles, can be used to develop water-based
346
formulations with hydrophobic active ingredients. Our results suggest that matching
347
the mass ratio of LC to PEG-PDLLA with turbulent mixing conditions during FNP
348
could produce stable and monodispersed LC nanosuspensions. We have also found
349
that FNP can effectively load hydrophobic LC, and the bioassay demonstrated that
350
PEG-PDLLA/LC exhibited the same toxicity level as commercial ME and EW
351
formulations.
352
The controllable particle size, high biological activity, and stability of NPs over
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time demonstrate the attractiveness of FNP to produce LC formulations, which
354
would both be efficacious and environmentally friendly. These findings significantly
355
expand the capabilities of FNP and provide new routes for the development of
356
agrochemical formulations.
357 358
Supporting Information
359
UV-vis absorbance spectra and calibration curve of LC at 278 nm.
360
Particle size and PDI at different Re.
361
Particle size and PDI at different water/THF ratio and PEG-PDLLA/LC mass ratio.
362 363
Notes
364
The authors declare no competing financial interests.
365 366
Acknowledgement
367
We are grateful for financial support from the National Natural Science
368
Foundation of China (21476143, 51773061, 31701825 and 5171101370), the Major
369
National Scientific Research Program of China (2014CB932200), the National Key
370
Research and Development Program of China (2016YFD0200500) and the Open
371
Project of Key Laboratory of Materials-Oriented Chemical Engineering of Xinjiang
372
Uygur Autonomous Region (No. 2016BTRC006).
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ABBREVIATIONS USED
375
LC, Lambda-Cyhalothrin; FNP, flash nanoprecipitation; NPs, nanoparticles; MIVM,
376
multi-inlet vortex mixer; PEG-PDLLA, mPoly(ethyleneglycol)-b-Poly(D,L-lactide);
377
DLS, dynamic light scattering; TEM, transmission electron microscopy; THF,
378
tetrahydrofuran; Re, Reynolds number; PDI, polydispersity index; CA, contact angle;
379
WP, wettable powder; CS, capsule suspension; EW, Emulsion in Water; ME,
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Microemulsion
381 382 383
REFERENCES
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Integrative, Spatially Explicit Modeling Approach. J. Agr. Food. Chem. 2016,
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Figure captions
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Figure 1. Schematic illustrating the FNP process for preparing PEG-PDLLA/LC
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nanosuspension and bioassay.
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Figure 2. Effect of Re on the average particle sizes and PDI of LC-loaded
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nanoparticles for (a) PEG-PDLLA1/LC0.5 and (b) PEG-PDLLA1/LC1.
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Figure 3. Effect of dialysis on the average particle sizes and PDI of LC-loaded
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nanoparticles PEG-PDLLA1/LC1 obtained before (black curve) and after (red curve)
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dialysis.
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Figure 4. Effect of water/THF ratio and mass ratio on the average particle sizes and
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PDI of LC-loaded nanoparticles; water/THF ratio ranged from 2:1 to 8:1;
471
concentration of PEG-PDLLA was fixed at 1 wt%, mass ratio of PEG-PDLLA/LC is
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(a) 1:0.5, (b) 1:1, (c) 1:3 and (d) 1:5.
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Figure 5. (a) Appearance of LC-loaded NPs with 1 wt% (left) and 0.1 wt% (right)
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initial LC concentration. (b)TEM images of LC-loaded NPs without dialysis, (c) size
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distribution and (d) morphology of PEG-PDLLA1/LC1 after dialysis.
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Figure 6. The stability of LC-loaded NPs over 14 days. (a) Average particle size and
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PDI variation and (b) LC contents in nanoparticles before and after 0 °C and 25 °C
478
for 14 days.
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Figure 7. Contact angle of (a) commercial capsule suspension, (b) commercial
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wettable powder and (c) NP suspension on cucumber leaf.
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Figure 8. Mortality rate of A. craccivora as a function of selected concentration of
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LC loaded nanoparticles and two commercial formulations.
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Table 1. Bioassay results of LC-loaded nanosuspension and two commercial
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formulations against Aphis craccivora. Toxicity Regression
Correlation
LC50a
Confidence Limit 95%
Equation
Coefficient
(ppm)
(ppm)
PEG-PDLLA/LC
y=5.4869+0.8337x
0.9471
0.2606
0.1598-0.3750
Commercial EW
y=5.4702+0.8184x
0.9822
0.2664
0.1628-0.3848
Commercial ME
y=5.6188+0.8646x
0.9354
0.1924
0.1082-0.2871
Formulation
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a
LC50 = Lethal concentration cause 50% mortality
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Figure 1. Schematic illustrating the FNP process for preparing PEG-PDLLA/LC
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nanosuspension and bioassay.
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Figure 2. Effect of Re on the average particle sizes and PDI of LC-loaded
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nanoparticles for (a) PEG-PDLLA1/LC0.5 and (b) PEG-PDLLA1/LC1.
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Figure 3. Effect of dialysis on the average particle sizes and PDI of LC-loaded
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nanoparticles PEG-PDLLA1/LC1 obtained before (black curve) and after (red curve)
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dialysis.
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Figure 4. Effect of water/THF ratio and mass ratio on the average particle sizes and
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PDI of LC-loaded nanoparticles; water/THF ratio ranged from 2:1 to 8:1;
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concentration of PEG-PDLLA was fixed at 1 wt%, mass ratio of PEG-PDLLA/LC is
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(a) 1:0.5, (b) 1:1, (c) 1:3 and (d) 1:5.
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Figure 5. (a) Appearance of LC-loaded NPs with 1 wt% (left) and 0.1 wt% (right)
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initial LC concentration. (b)TEM images of LC-loaded NPs without dialysis, (c) size
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distribution and (d) morphology of PEG-PDLLA1/LC1 after dialysis.
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Figure 6. The stability of LC-loaded NPs over 14 days. (a) Average particle size and
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PDI variation and (b) LC contents in nanoparticles before and after 0 °C and 25 °C
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for 14 days.
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Figure 7. Contact angle of (a) commercial capsule suspension, (b) commercial
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wettable powder and (c) NP suspension on cucumber leaf.
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Figure 8. Mortality rate of A. craccivora as a function of selected concentration of
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LC loaded nanoparticles and two commercial formulations.
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Table of Contents Graphic:
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