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Agricultural and Environmental Chemistry
Geraniol encapsulated in chitosan/gum arabic nanoparticles: a promising system for pest management in sustainable agriculture Jhones Luiz de Oliveira, Estefania Vangelie Ramos Campos, Anderson E. S Pereira, Lucas E. S. Nunes, Camila C. L. da Silva, Tatiane Pasquoto, Renata Lima, Giovani Smaniotto, Ricardo Antonio Polanczyk, and Leonardo F. Fraceto J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.8b00331 • Publication Date (Web): 07 May 2018 Downloaded from http://pubs.acs.org on May 8, 2018
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Journal of Agricultural and Food Chemistry
Geraniol encapsulated in chitosan/gum arabic nanoparticles: a promising system for pest management in sustainable agriculture Jhones Luiz de Oliveira1, Estefânia Vangelie Ramos Campos2, Anderson E. S. Pereira2, Lucas E. S. Nunes1, Camila C. L. da Silva1, Tatiane Pasquoto3, Renata Lima3, Giovani Smaniotto4, Ricardo Antonio Polanczyk4 and Leonardo F. Fraceto*1
1
São Paulo State University (UNESP), Institute of Science and Technology, Avenida
Três de Março 511, Alto da Boa Vista, Sorocaba, São Paulo, 18087-180, Brazil 2
Department of Biochemistry and Tissue Biology, Institute of Biology, State University
of Campinas (UNICAMP), Campinas, São Paulo, 13083-862, Brazil 3
LABiToN – Laboratory for Evaluation of Bioactivity and Toxicology of
Nanomaterials, University of Sorocaba, Rodovia Raposo Tavares, km 92.5, Sorocaba, São Paulo, 18023-000, Brazil 4
São Paulo State University (UNESP), Department of Plant Protection, Faculty of
Agronomy and Veterinary Sciences, Jaboticabal, São Paulo,14884-900, Brazil
*
Corresponding author:
[email protected] (L.F.F.)
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Abstract
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The nanoencapsulation of botanical compounds (such as geraniol) is an important
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strategy that can be used to increase the stability and efficiency of these substances in
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integrated pest management. In this study, chitosan/gum arabic nanoparticles containing
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geraniol were prepared and characterized. In addition, evaluation was made of the
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biological activity of geraniol encapsulated in chitosan/gum arabic nanoparticles
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towards whitefly (Bemisia tabaci). The optimized formulation showed a high
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encapsulation efficiency (>90%) and remained stable for about 120 days. The
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formulation protected the geraniol against degradation by UV radiation, and the in vitro
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release was according to a diffusion mechanism that was influenced by temperature. An
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attraction effect was observed for Bemisia tabaci, indicating the potential of this type of
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system for use in pest management, especially in trap devices.
13 14
Keywords: Botanical active agent, environmentally friendly, toxicity.
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Introduction
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Geraniol (2E-dimethylocta-2,6-dien-1-ol) (GRL) is an acyclic monoterpene alcohol
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that presents low water solubility (100 mg/L) but is soluble in most organic solvents. It
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is exhaled from the flowers of various plant species and is also found in the tissues of
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certain herbs. It is a common component of several essential oils including ninde oil
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(~66.0%), rose oil (~44%), palmarosa oil (~53%), and citronella oil (~25%) 1. Geraniol
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is widely used as a chemical component of cosmetic fragrances and for other home
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uses. It has various biochemical and pharmacological activities, including antimicrobial
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2
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repellent and attraction properties
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concentration of the compound and the insect type 9.
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, antioxidant 3, anti-inflammatory 4, and antitumor 7,8
5,6
. Geraniol also presents insect
. These effects are mainly dependent on the
Due to their biological activities towards insects, essential oils and their main active 10,11
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components have been identified as potential agents in pest management
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advantages of these compounds of botanical origin, rather than the more commonly
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used synthetic compounds, include their low persistence in the field and that fact that
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they generally exhibit strong selectivity and complexity (which can delay the
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development of resistance in target organisms)
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compounds in agriculture is limited by their high sensitivity to light, humidity,
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temperature, and degradation by microorganisms. Hence, there is a need to develop
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formulations able to improve the stability and effectiveness of these natural compounds
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in various different applications 13.
. The
12
. However, the application of these
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One technique that has shown considerable promise is the use of nanotechnological
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carrier systems capable of protecting the active agents against premature degradation,
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while also increasing their water solubility and promoting slower release
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nanostructured systems can be produced from various matrices, including biodegradable
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polymers such as chitosan. This is a polymer derived from chitin, found in the
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exoskeletons of crustaceans, and in terms of use and distribution is considered the
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second most widespread biomaterial (after cellulose). It is obtained by the deacetylation
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of chitin in an alkaline medium 14.
10
. These
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A variety of methods have been described in the literature for the preparation of
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nanoparticles based on chitosan, the most important being ionic gelation, coacervation,
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co-precipitation, solvent evaporation, and microemulsion 15. Some of these methods use
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a crosslinking process in which interlinking of chains is induced by reaction with a
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bifunctional substance capable of generating a three-dimensional polymer network.
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Various agents can be used for ionic crosslinking of chitosan in order to produce
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polyelectrolyte
complexation
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tripolyphosphate
16
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biocompatible and biodegradable polysaccharide. The carboxyl groups present in the
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molecule are largely dissociated at neutral pH, with the molecule having an open, highly
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charged, and expanded structure. These features mean that compared to other
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polysaccharides, gum arabic presents greater quantities of interaction sites and negative
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charges capable of associating with polycationic chitosan
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described the use of such nanoparticles for the encapsulation of natural compounds 20,21.
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The aim of this study was to develop systems based on chitosan/gum arabic
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nanoparticles for loading with the botanical active agent geraniol. In addition to
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preparation and characterization of the nanoparticles, their photostability and release
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properties were evaluated in vitro at different temperatures. The biological effects of the
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formulation were investigated in whitefly (Bemisia tabaci). This study opens
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perspectives for the use of nanoparticles containing geraniol in pest management for
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sustainable agriculture.
, alginate
nanoparticles,
the
main
ones
17
being
sodium
18,19
, and different types of gums
. Gum arabic is a
19
. Several studies have
85 86
Materials and Methods
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Materials
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Chitosan (molecular weight: 27 kDa; degree of deacetylation: 75-85%) gum
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arabic (molecular weight ~25x105 Da), Tween 80 (average micellar molecular weight
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79 kDa), and the geraniol active agent were obtained from Sigma-Aldrich. Acetonitrile
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(HPLC grade) was obtained from J. T. Baker. The seeds were from ISLA Sementes and
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the substrate was from Hortaliça Mix.
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Optimization of preparation of the formulation: 23 factorial design
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The effects of the amounts of some of the components used to prepare the
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chitosan/gum arabic formulations were evaluated using a 23 factorial design performed
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with Statgraphics Plus statistical software. This approach is often adopted for
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optimization of preparation processes, since it enables evaluation of the effects of the
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variables using only a few experiments. For these nanoparticle formulations containing
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geraniol, the experimental design was expected to lead to the production of
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nanoparticles with average diameter of 200-300 nm, polydispersity index below 0.25,
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and high zeta potential, in addition to high encapsulation efficiency.
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The factors studied were the concentrations of chitosan, gum arabic, and Tween
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80, while the concentration of geraniol was kept constant at 5 mg/mL. The polymer
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concentrations were defined after initial preparation tests. The concentrations were
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studied at three levels: 0.15, 1, and 1.5% (g/g) of chitosan; 0.3, 1, and 3% (g/g) of gum
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arabic; and 0.5, 1, and 1.5% (g/g) of Tween 80. The dependent variables were the mean
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nanoparticle diameter (MD), polydispersity index (PI), zeta potential (ZP), and
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encapsulation efficiency (EE).
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The nanoparticles were prepared based on the method described previously
22
,
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with some modifications. The procedure consisted of two main steps: emulsification,
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followed by a process of ionic gelation between the positive charges of the chitosan (pH
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3) and the negative charges of the gum arabic (pH 7). The low pH of the chitosan
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solution was due the solubilization in acid solution (acetic acid 0.5%). Firstly, solutions
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of chitosan and gum arabic were prepared at different concentrations, under agitation
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overnight at ambient temperature, with the chitosan diluted in 0.5% acetic acid solution.
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The solutions were filtered through a 0.45 µm syringe filter (Millipore) and the final
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concentrations were checked after filtration (pH 3 for chitosan and pH 7 for gum
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arabic). In the next step, the geraniol active agent and the Tween 80 surfactant were
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added to 16 mL of the chitosan solution, which was stirred at 10,000 rpm (UltraTurrax)
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for 5 min. The emulsion formed was then agitated slowly for around 10 min, followed
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by slow dropwise addition of 6 mL of the aqueous gum arabic solution to the chitosan
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solution. The formulation was stirred for a further 10 min and stored at 25 ºC.
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Characterization of the nanoparticles
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Mean diameter (using dynamic light scattering and nanoparticle tracking analysis)
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and zeta potential
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Dynamic light scattering (DLS) and nanoparticle tracking analysis (NTA) are
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complementary techniques that provide important information about the mean particle
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diameter of nanoparticle formulations, as well as the particle concentration. In this
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study, it was decided to submit the samples to analysis by the two techniques, in order
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to improve the accuracy of information about the nanoparticle formation process and the
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stability of the suspension. DLS and microelectrophoresis (zeta potential) analyses were
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performed using a ZetaSizer Nano ZS90 particle analyzer (Malvern Instruments) at a
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fixed angle of 90º and temperature of 25 ºC. For the NTA measurements, the data were
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collected using a NanoSight LM 10 cell (532 nm laser) and a sCMOS camera,
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controlled by NanoSight v. 2.3 software. The nanoparticle stability was investigated
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over 120 days. The stability evaluation over time is performed in order to observe
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eventual changes in formulations physical-chemical parameters over the storage time.
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Also, this is important in special for market issues as well as the shelf life of the
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product.
143 144
Quantification of geraniol and determination of encapsulation efficiency
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Geraniol was quantified by high performance liquid chromatography, using an
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UltiMate 300 system (Thermo Scientific) controlled with Chromeleon v. 7.2 software.
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The chromatographic conditions are described in the Supplementary Material.
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Concentrations from 5 to 10 µg/mL were used to obtain the analytical curve. The
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samples were diluted in the mobile phase (acetonitrile:water, 60:40, v/v). Geraniol
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encapsulated in the chitosan/gum arabic nanoparticles was quantified by an
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ultrafiltration/centrifugation method employing regenerated cellulose ultrafiltration
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devices (Microcon 10 kDa, Millipore). This enabled quantification of the amount of
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non-encapsulated active agent, so the encapsulation efficiency (EE) could be
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determined by difference, considering the total amount added. The total amounts of
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geraniol (100%) present in the formulations were calculated taking into account the total
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amount added, as well as the losses during the preparation process.
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Evaluation of interaction of geraniol with the nanoparticles using infrared
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spectroscopy (FTIR) and differential scanning calorimetry (DSC)
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FTIR and DSC analyses were used to investigate possible interactions between
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geraniol and the chitosan/gum arabic nanoparticles 23. Sample pellets were obtained by
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centrifugation at 8000 x g for 15 min. The FTIR analyses employed an Agilent
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spectrophotometer equipped with an attenuated total reflectance (ATR) accessory and
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operated in the range from 400 to 4000 cm-1, with 64 scans and 8 cm-1 resolution. The
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DSC analyses were performed using a DSC Q20 system (TA Instruments), under a flow
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of nitrogen at 50 mL/min, with heating from 0 to 300 °C at a rate of 10 °C/min.
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Morphological analysis of the nanoparticles
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Atomic force microscopy (AFM) was used to analyze the morphology of the
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chitosan/gum arabic nanoparticles containing the geraniol active ingredient. For this, an
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Easyscan 2 microscope (Nanosurf, Switzerland) was operated in contactless mode, with
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TapAl-G cantilevers (BudgetSensors, Bulgaria), at a scan rate of 90 Hz. Gwyddion
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software was used to produce images in TIFF format (256 x 256 pixels).
174 175 176
Release assays and release mechanisms The release assays were performed as described previously
20
, with some
177
modifications. The nanoparticles containing geraniol were placed in dialysis membrane
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bags (1 kDa exclusion pore size, Spectra/Pore) and immersed in 5% (w/v) Tween 80
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solution. Aliquots were periodically collected and the compound was quantified as
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described above. In order to avoid any losses by evaporation, the vessels were closed
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and were only opened during sampling (performed in triplicate). The release assays
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were performed at different temperatures (20, 25, and 30 °C) in order to investigate the
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influence of this parameter on the profile of release of geraniol from the chitosan/gum
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arabic nanoparticles. The release data were evaluated using the zero order, first order,
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Higuchi, and Korsmeyer-Peppas models 34.
186 187
Photostability assays
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The photostability assays were performed as described previously 24, with some
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modifications. The formulations were subjected to ultraviolet light (365 nm) in a dark
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chamber and aliquots were periodically collected for determination of the amount of
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geraniol present in the solution. The nanoparticle formulations (100 µL) were extracted
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using acetonitrile (400 µL), followed by quantification of the compound using HPLC.
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The zero order, first order, pseudo-first order, and pseudo-second order kinetic models
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were applied to the photodegradation curves in order to obtain further information about
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the geraniol degradation process.
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Biological effect on whitefly
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The biological activity assays were performed with whitefly (Bemisia tabaci). The
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insects were reared on tomato plants (Solanum lycopersicum) in a greenhouse. For the
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bioassays, the insects were collected using a manual sucker. The attraction/repellency
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tests were conducted with a four-way olfactometer, similar to the one described
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previously 25, which enabled recording of the insect responses to different odors, offered
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simultaneously. The insects were exposed to the four fields, two with only filtered air,
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and two with nanoparticle formulations and/or the botanical active agent. The
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treatments (odors) were positioned randomly in the olfactometer fields and the insects
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were individually introduced into the central arena of the olfactometer, where the odors
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derived from the four fields were mixed and the insects could move freely. The air
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flows passing through the odor fields were controlled at 200 mL/min with four
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flowmeters. For each treatment, 10 insects (repetitions) were observed during 10 min.
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The nanoparticles containing geraniol and geraniol emulsified with Tween 80 were
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tested at a geraniol concentration of 5 mg/mL. A response to the formulation was
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considered when the insect crossed the dotted line in the center of the arena, noting the
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time that it remained in such a position. This was performed every time that the insect
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moved to a different region. After each repetition, the olfactometer was rotated by 90°
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in order to avoid conditioning the insects to the laboratory environment.
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Results and Discussion
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Preparation and optimization
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From the experimental design, it was expected to obtain a formulation with
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nanoparticles with size in the range 200-300 nm, polydispersity index below 0.25, high
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absolute zeta potential, and high efficiency of encapsulation of the botanical active
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ingredient. A total of 9 formulations were performed, based on the 23 factorial design.
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The effects of three factors were evaluated: chitosan concentration (X1), gum arabic
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concentration (X2), and Tween 80 concentration (X3), each at three different levels
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(coded as -1, 0, and +1). The dependent variables were the mean nanoparticle size
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(MD), polydispersity index (PI), zeta potential (ZP), and encapsulation efficiency (EE).
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Table 1 provides the absolute results obtained with the factorial design applied to
229
preparation of the chitosan/gum arabic nanoparticles containing geraniol. The ranges of
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values obtained were 140 - 750 nm (MD), 0.21 - 0.78 (PI), -21 - 35 mV (ZP), and 91-
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98% (EE).
232 233
[Table 1]
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Pareto charts (Figure 1) were used to identify the factors that significantly (p*
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