Abstract
The productivity of vegetable crops is constrained by insect pests. The search for alternative insect pest control is becoming increasingly important and is including the use of plant-derived pesticides. Plant-derived pesticides are reported as effective in controlling various insect pests through natural mechanisms, with biodegradable organic materials, diverse bioactivity, and low toxicity to non-target organisms. An antifeedant approach for insect control in crop management has been comprehensively studied by many researchers, though it has only been restricted to plant-based compounds and to the laboratory level at least. Nano-delivery formulations of biopesticides offer a wide variety of benefits, including increased effectiveness and efficiency (well-dispersion, wettability, and target delivery) with the improved properties of the antifeedant. This review paper evaluates the role of the nano-delivery system in antifeedant obtained from various plant extracts. The evaluation includes the research progress of antifeedant-based nano-delivery systems and the bioactivity performances of different types of nano-carrier formulations against various insect pests. An antifeedant nano-delivery system can increase their bioactivities, such as increasing sublethal bioactivity or reducing toxicity levels in both crude extracts/essential oils (EOs) and pure compounds. However, the plant-based antifeedant requires nanotechnological development to improve the nano-delivery systems regarding properties related to the bioactive functionality and the target site of insect pests. It is highlighted that the formulation of plant extracts creates a forthcoming insight for a field-scale application of this nano-delivery antifeedant due to the possible economic production process.
1. Introduction
Global use of pesticides has continued to grow over the last few decades, with explosive growth especially in Asia and America [1]. Although the application of pesticides has shown a real impact on environmental and human health problems, it seems that farmers depend on synthetic insecticides to combat insect pests [2]. Thus, high dependency on chemicals has caused increasing insect pest resistance and high-cost crop protection [3]. Moreover, the impact of resistance triggers insect pest outbreaks that cause massive crop losses [4]. Efforts to overcome these issues have had a real impact on environmental pollution prevention due to the reduced presence of residue in food and agricultural commodities. Biopesticides are listed as eco-friendly pest control agents obtained from living organisms or natural products [5]. Biopesticides that are obtained from natural products as secondary metabolite compounds deriving from plants include alkaloids, terpenoids, phenolic, and other chemical compounds [5].
Generally, synthetic pesticides exert their effect on the nervous system of insects with acute lethal effects and can trigger insect pest resistance [6]. Contrarily, bioinsecticides with systemic bioactivity and indirect toxicity to insects can anticipate the occurrence of insect pest resistance. Therefore, bioinsecticides possess the properties of antifeedant compounds caused by deterrent insect feeding activity, repellents, attractants, developmental inhibitors, and ovipositor deterrents, which are representative of eco-friendly plant protection [7]. The advantages of antifeedants are that they are less toxic than synthetic pesticides with more specific bioactivity against certain insect pests [4,5,8].
Despite many advantages in terms of bioactivity characteristics, bioinsecticides under a field environment easily degrade and the volatile nature of their active compounds leads to inefficiency in field applications [9]. Thus, these characteristics are responsible for reducing their efficacy. To resolve those challenges, many researchers are interested in the development of efficient bioinsecticide formulations that allow effective agricultural management [9,10,11]. In this regard, the use of nanotechnological tools to resolve inefficient bioinsecticide formulations is very important for the development of beneficial and prospective biopesticide formulas [5,7,12,13].
A nano-based formulation aims to improve the properties of biopesticides [10,14]. The conventional formulation is initially developed based on simple solvent-based solutions of emulsifiable concentrates (ECs) [15,16] or a powder mix including the formula of wettable powders (WPs) [17,18]. New generation formulations can be developed through oil-in-water (EW) emulsion [19,20] and the microemulsions (MEs) formula to achieve homogeneous and isotropic dispersions of the formula [21,22]. The most recent nanoemulsions (NEs) formula involves fine oil-in-water dispersions with a droplet nano-size (1–100 nm) prepared using an appropriate surfactant that is soluble in organic compounds and water and, consequently, provides kinetic stability [23,24]. Furthermore, de Oliveira et al. [12] outline the challenges for the nano-scale formulation of botanical pesticides. The highlight of the study is the benefits of the formula’s nano-based properties to improve the efficacy, solubility, dispersity, and also wettability of the active ingredient in the water-based system [12]. Additionally emphasized is the use of organic materials as a potential carrier system supported by the active ingredients. Despite many developments on bioinsecticide with a nanoformulation, and also its extensive application, environmental issues such as pest resistance still occur. Thus, an alternative solution, such as antifeedant along with its nano-based formulation, in comparison with conventional synthetic insecticide is illustrated in Figure 1. The advantages of a nanotechnology-based formulation for antifeedant provide an alternative to prevent the negative impact of synthetic insecticides that may cause pest resistance.
Figure 1.
The negative impact of synthetic insecticides and effort of developing nanoformula-based antifeedant as an alternative to prevent pest resistance.
Therefore, the study of insect antifeedant on crop protectants has attracted many researchers [7,25,26,27,28,29]. The active compounds of antifeedant do not kill pests directly but they cause starvation or predation by their natural enemies. Thus, the affectivity of antifeedant deployment in the field with various environmental conditions requires more creative strategies [25]. A recent important review reports on antifeedant strategies involving the role of nanotechnology approaches and opportunities. Koul [29] and Isman [7] evaluated that the majority of antifeedant studies still rely on an investigation of the antifeedant’s source as being from a variety of essential oils and crude plant extracts including their bioassays due to the laboratory scale of plant extract screening. Hence, a nano-based formulation to achieve desirable properties is required in antifeedant application strategies.
The characteristics and properties of the antifeedant delivery system govern the feeding activity of phytophagous insects quantified by their insect feeding trace (consumed leaf area). Referring to a study focused on biopesticide nano-delivery formula, the pesticide loaded in colloidal or the encapsulation of botanical pesticides in nano-structured systems has emerged as an important tool to improve the quality of the formulations [11,30,31,32,33,34]. However, botanical pesticides are usually soluble in an organic solvent, thus making a formula in water solvent requires additional ingredients to facilitate suitable delivery formulation. Aqueous nanoemulsion, nanosuspension-loaded essential oil, or unsolvable solid organic compounds in micelle can increase the solubility and dispersion in aqueous solution, improving the wettability, efficiency, and stability that can enhance the bioavailability properties during application [9,32].
Generally, nanoformulation and nanoencapsulation delivery formulas aim to enhance efficacy and maintain the durability of the active ingredients through a slow-release mechanism on the targets [35,36]. There are a large number of studies revealing nano-delivery formulas of plant biopesticides [11,31,37,38]. Recently, many studies have reported efforts on the formulation of a nano-carrier of essential oils and plant extracts for antifeedant-targeted delivery against insect pests [39,40]. However, there are no review studies related to antifeedant nano-delivery-based formulas, especially regarding the active compounds obtained from plant extracts. This review discusses several recent studies focusing on pest control strategies using botanical pesticides developed in nano-delivery formulas. In particular, it discusses the improvement in properties for the effectiveness and efficiency of antifeedants in controlling insect pests. Thus, this study provides a strategy in pest control to overcome insect resistance due to the dependence on using synthetic insecticides. The review is a scoping review, which was compiled using references (last 10 years) from major databases such as Science Direct, PubMed, MDPI, ACS Database, SpringerLink, Google Scholar, Taylor Francis, and Open Knowledge Maps based on scoping areas of research in the field of nano-biopesticides delivery and antifeedant-based nanoformulation.
2. The Opportunity of Antifeedant Nano-Based Delivery Systems
2.1. Insect Pest Control Strategies Using Antifeedant Plant-Derived Pesticides: Antifeedant Management, Resources, and Reserve
The concept of pest control today has developed on the principles of integrated pest control that considers economic threshold aspects, application of biopesticides from natural products, and biocontrol using natural enemies or agencies entomopathogenic [4,41,42]. Certainly, Integrated Pest Management (IPM) is a combination of the conventional approach and the adoption of various technological developments, which plays an important role in achieving sustainable agriculture goals [43]. Bioinsecticides are part of the strategies that significantly contribute to IPM [4]. The multi-active role of plant-based bioinsecticides has been studied, which has included toxicity and growth inhibitory effects, and the role of antifeedant on preventing insect resistance [29,44]. Moreover, the environmentally friendly nature of preventive approaches such as antifeedant makes them good alternatives for insect pest control strategies.
An antifeedant received from the secondary metabolite active compounds of plants revealed phytophagous insect protection [4,45]. These active compounds belong to a group of allomones, which are interspecific compounds needed to mediate the interaction with phytophagous insects [45]. The groups of metabolite active antifeedant compounds that have been reported are limonoids, chromenes, polyacetylenes, saponins, flavonoids, quassinoids, cucurbitacins, cyclopropane acids, phenolics, alkaloids, various types of terpenes, monoterpenoids, diterpenoids, sesquiterpenes, and their derivatives [46,47,48]. There are two fundamental mechanisms of antifeedant; the first being the deterrent effect due to taste receptors, and the second being due to disruption of the midgut of the insects. The deterrent effect is due to taste receptors being stimulated by the phagostimulant compound interfering with the normal function of neurons [26,29,46]. Meanwhile, Isman [25] has stated that deterrent effect activities caused by chemicals serve to accelerate the roles of the central nervous system in preventing ingestion or absorption of substances and, subsequently, creating sublethal toxicity and disruption of the midgut.
Studies over the past 10 years on bioinsecticide antifeedant, including the reserves and preparation, the bioactive compounds, the pest control, and the insect pest targets, are summarized in Table 1. The investigations of potential antifeedants have been extensively studied in the field of crop protection. The order Lepidoptera dominates as the main insect pest on crops due to its shorter life cycle characteristic and higher fecundity capacity, among others [49]. In addition, antifeedants explore stored grain insect pest control and play a small part in oil palm plantation insect pest management. Meanwhile, the majority of grain-stored insect pests is dominated by the order Coleopteran [50], where their feeding activities on crushing grains into powder caused them to be easily contaminated by fungi and bacteria. In addition, carcasses, secretions, eggs, and fecal remains cause allergic reactions in humans. To overcome this problem, the use of synthetic insecticides and fumigation turned out to leave residues on grains that are harmful to consumers. However, these insect pests tend to be adaptable and more resistant to synthetic chemical insecticides by inheriting resistant generations. As an alternative, bioinsecticide antifeedant provides a variety of compositions of phytochemical compounds, allowing various modes of action to prevent such resistance problems from occurring [4]. Therefore, this encourages researchers to use antifeedants as prospective alternatives for crop protection and stored pest management.
Regarding plant-source bioactivity on stored grain insect pests, semiochemical repellents provide excellent performance compared to antifeedants. Thus, semiochemical repellents are more rapidly developed in stored pest control strategies [51]. On the other hand, the use of antifeedants to control oil palm pests is driven by the importance of maintaining natural enemies to prevent a resurgence due to the irresponsible overuse of synthetic insecticides [52]. The damage of oil palm plantations is due to the activity of the polyphagous insect pest that defoliates young palm plantations. Although antifeedants play an important role in controlling feeding activity and maintaining the existence of natural enemies, their role in oil palm pest control strategies seems unexplored at an intensive level.
Table 1.
The antifeedant strategies.
Table 1.
The antifeedant strategies.
| No. | Pest Control Strategies | Resources | Reserve/Formulations | Preparation Methods | Bioactive Compounds | Efficacy | Target Insect Pests | Ref. |
|---|---|---|---|---|---|---|---|---|
| 1 | Stored grain pest manage-ment | Sunflower seed (Helianthus annuus) | Crude oil of sunflower seed hulls (SSH) | Pyrolysis reactor used to produce bio-oils | Acetic acid, furfural, methoxyphenol | Higher antifeedant FDI (79.3%) ECI (87.5%) Moderate antifeedant FDI (45.8%) ECI (16.6%) | Sitophilus oryzae, Lasioderma serricorne and Tribolium castaneum | [53] |
| Mentha piperita | Essential oil | Hydrodistillation | Menthone and menthol | Antifeedant activity S. oryzae FDI (29.68%, 18.81%, and 14.34%) T. castaneum FDI (20.67%, 13.73%, and 9.19%) | Sitophilus oryzae Linn. and T. castaneum | [54] | ||
| Gaultheria procumbens | Essential oil | Hydrodistillation | Methyl salicylate (MS), citral, Z-citral | Antifeedant activity FDI 8.26% (EO) FDI 5.33% (MS) | Sitophilus oryzae and Rhyzopertha Dominica | [55] | ||
| Zanthoxylum bungeanum, Z. schinifolium, Z. armatum and Z. dissitum | Methanolic stem bark extract | Screening active fraction continued by active compound isolation | Benzophenan-thridines | Antifeedant activity FDI (41.12%) EC50 62.67 ppm (norche chelerythrine) EC50 66.97 ppm (decarine) | Tribolium castaneum | [56] | ||
| 2 | Crop protection management | Melia volkensii | Methanolic crude extracts from the bark, leaves, pulp, and nuts | Dry crude extracts dissolved in methanol and topped up with water (96% of total volume) with several concentrations used for in vivo and in vitro assay | 1α,3α-Diacetylvilasinin, 1-cinnamoyl-trichilinin, 1-tigloyltrichilinin, 1-acetyltrichilinin, salannin, 1-detigloyl-1-isobutyl-salannin, 20,30-dihydro-salannin, ohchinin3-acetate, nimbolin B, volkensin, and toosen-danin | Antifeedant activity C. Puncticollis. FDI (51%) (nut and pulp) FDI (43%) (bark) FDI (44%) (leaf) S. exigua. FDI (57%) (nut and pulp) FDI (58%) (bark) FDI (50%) (leaf) | Cylas puncticollis, Spodoptera exigua, S. Frugiperda | [57] |
| Lantana Camara | Ethyl acetate active fraction (EAF) leaves L. camara | Nanosuspension formulation by reverse emulsion with the various components of Tween 80 as a surfactant | Alkaloids, saponins, and steroids | Strong antifeedant activity SOR 11 at the LC50 0.39% (D = 8.3 ± 1.3 nm), leading to wettability improvement on the leaf surface | Crocidolomia pavonana Fab. | [58] | ||
| Annona mucosa Jacq. | Ethanolic seed extract A. mucosa and biopesticide of A. squamosa extraction (Anosom® 1 EC) | Emulsifiable concentrate formulation of ESAM | Rolliniastatin-1 (ESAM), fatty acid-derived substances contain acetoge-nins (Anosom® 1 EC) | Strong antifeedant activity Decreased foliar consumption (>90%) at LC50 = 411.55 and 312.08 mg kg−1 in 168 h (crude extract and ESAM) | Helicoverpa armigera | [59] | ||
| Panax ginseng | Methanolic stems and leaves extract | Isolated pure compounds from the methanolic crude extract determined using the HPLC method | Ginsenoside | Moderate antifeedant activities (AFC50) are 4.98 and 5.03 mg mL−1 at 24 h and 48 h (no-choice assay), and 2.74 and 4.14 mg mL−1 (choice assay) (the pure compounds) | Plutella xylostella | [60] | ||
| Pilgerodendron uviferum | Essential oil (EO), petroleum ether extract (PEE), and dichloromethane extract (DCME) | Fractioned EO and both of the extracts by column chromatography with silica gel as a stationary phase, using a different gradient elution for each extract | Sesquiterpenes (circa 60%): (−)-trans-calamenene, cadalene, (−)-cubenol, (−)-epicubenol, (−)-torreyol, (−)-15-copaenol | Antifeedant activities (EO, DCME, and the sesquiterpenes isolated pure compounds) | Hylastinus obscurus | [61] | ||
| Cyperus eragrosits | Nature and synthetic compounds of dihydro benzofurans and aurones | Organic synthesis and electrochemical oxidation | Acetophenone-type dihydro benzofurans, coumaran (aurone derivatives) | Higher antifeedant activity of natural aurones compared with synthetic compounds | Spodoptera litura and Plutella xylostella | [62] | ||
| Caesalpinia bonduc (L.) Roxb. | Chloroform extract | Screening crude extracts and fractions solvents with increasing polarity | Coumarins, flavonoids, terpenoids, phenols, and quinones | Higher antifeedant of fraction 3 of chloroform EC50 = 357.13 ppm than the crude chloroform extract that shows a minimum EC50 3.07% | Helicoverpa armigera | [63] | ||
| Millettia pachycarpa | Hexane and methanol leaves extracts | Screening active fraction | Flavonoids and isoflavonoids (mille-wanins, prenylated isoflavones, and pyra-nochal-cones) | Strong antifeedant activity AI50 = 227.12 ppm at 24 h (the hexane) Good antifeedant activity AI50 = 340.87 ppm at 24 h (the methanol extract) | Spodoptera litura | [64] | ||
| Azadirachta indica | Crude neem gum from the incised bark of A. indica | Neem gum nano formulation (NGNF) | Hexadecanoic acid, oleic acid, and ricinoleic acid | Strong antifeedant activity FDI (100%) at LC50 10.20 ppm (NGNF) | Helicoverpa armigera and Spodoptera litura | [40] | ||
| Pinus kesiya Royle., Lantana Camara Linn., Litsea cubeba Lour., Gaultheria fragrantissima Wall., Mikania micrantha Kunth., Ambrosia artemisiifolia Linn., and Eupatorium riparium Regel., the indigenous plants of Meghalaya | The methanolic crude extracts of leaves and aerial parts of plants | Extraction by Soxhlet method | Alkaloids, flavonoids phenols, phytosterols, saponins, tannins, and terpenoids | Higher antifeedant activity FDI (50.92%, 70.61%) at 0.1% and 0.5% concentrations extract of G. Fragrantissima than extract of L. cubeba Moderate antifeedant activity Extract of P. kesiya | Helicoverpa armigera | [65] | ||
| Cabralea canjerana canjerana | Fruits and seeds extracts | Fractionation (ethyl acetate and ethanolic fractionation) | Dammarane triterpene, ocotillone 7,15 diol | Higher antifeedant activity of crude extract and ethyl acetate seed active fraction compared to pure compounds | Spodoptera frugiperda | [66] | ||
| Acalypha fruticosa Forssk. | Leaves extract | Dichloromethane extraction | Triterpenoids, steroids, tannins, saponins, flavonoid alkaloids | Significant antifeedant activity of the dichloro-methane extract against L. orbonalis (77.1%), H. armigera (66.2%), S. litura (74.8%), and E. Vittella (67.2%) followed by acetone, dimethyl sulfoxide, and aqueous extracts | Leucinodes orbonalis, Helicoverpa armigera, Spodoptera litura and Earias vittella | [67] | ||
| Hexane, chloroform, and ethyl acetate leaves extracts | Screening active fraction | Terpenoids, tannins, coumarins anthraquinones, and saponins | Antifeedant activity FDI (92.8%) at 5% concentration, LC50 1.86% (the cloroform extract) FDI (84.3%) at 1000 ppm concentration, LC50 385.7 ppm (the active fraction) | Plutella xylostella | [68] | |||
| Soymida febrifuga | Methanolic leaves extract | Isolated pure limonoids compounds determined using H-NMR spectra analysis | Limonoids (phragmalin-type) | Antifeedant activity AI (76.46 µg cm−2, 66.61 µg cm−2) against A. Janata, the pure isolated compounds of fissinolide AI (61.69 µg cm−2, 51.93 µg cm−2) against S. litura (Swietenitin) | Spodoptera litura and Achaea janata | [69] | ||
| Foeniculum vulgare, Anethum graveolens, Petroselinum crispum, Cuminum cyminum | Essential oil | Hydrodistillation | Estragole, fenchon, trans-anetholes, carvone, myristicin, cumin aldehyde | Antifeedant activity FDI (99.7%) (EO P. crispum) FDI (84.7%) (EO A. graveolens fruits) FDI (92.4%) (EO trans-anethole) FDI (84.7%) (EO cumin aldehyde) | Pseudaletia unipuncta | [70] | ||
| Syzygium aromaticum L., Cinnamomum zeylanicum Blume, Lavendula latifolia L., L. angustifolia L., Mentha crispa L., M. arvensis L. and M. piperita L. | Essential oil | Screening EO and pure compounds (single mixture and active compound) | Major constituents: eugenol, (E)-cinna-maldehyde, linalool, n-carvone, menthone, menthol Minor constituents: isoeugenol, β-caryo-phyllene, ceraniol | Higher antifeedant activity (DC50 = 12.5 and 16.4 μg cm−2) C. zeylanicum and S. aromaticum EO are better than pure compounds (eugenol, isoeugenol, and mixture minor compounds) | Trichoplusia ni Hubner | [71] | ||
| 3 | Oil palm plantation pest management | Syzygium aromaticum | Essential oil-based eugenol compounds | Isolated pure eugenol compounds from clove oil extract | 4-Allyl-2-methoxy-1-(4-tri-fluoromethyl-benzyloxy)- benzene | Highest antifeedant activity FDI (64.42%) of the pure compounds | Rhyncho-phorus ferrugineus | [72] |
| Cymbopogon nardus and C. martinii grown in Colombia | Essential oil | Hydrodistillation | Geraniol | The higher antifeedant activity of EO (C. nardus and C. martinii) is better than pure compound (geraniol) and synthetic repellent IR3535 | Euprosterna elaeasa and Acharia fusca | [73] |
Note: FDI = Feeding Deterrence Index ECI = Efficiency of Conversion of Ingested, EC50 = Effective Concentration, LC50 = Lethal Concentration, D = Diameter size of particle, SOR = Surfactant–Oil/Organic-Ratio, AFC50 = Antifeedant median Concentration, EO = Essential Oil, AI = Antifeedant Index, DC = Deterrence Concentration.
Antifeedant plant resources are mainly obtained from plant extracts and essential oil compounds. These resources are investigated in various forms, such as the active fractions of crude extract or essential oil (EO), and also in further processing screening steps to obtain isolation of pure active compounds. Essential oils are usually used as antifeedant resources in the stored and palm oil pest management, while crude plant extract is used as an antifeedant resource in crop management. Active compounds are not always more effective than crude extracts or essential oils; thus, choosing antifeedant resources is determined by the specificity and characteristics of the target insect pest. The active fractions of crude extract or essential oil (EO) may provide synergistic functional activity to the target insect pest. In addition, the utilization of antifeedant from crude extracts or essential oils offers a simpler process. In contrast, the application of pure active compounds has required sophisticated and high-cost production [39,74]. Therefore, the use of crude extracts or essential oils is interesting to explore in providing antifeedant plant resources.
It is known that grain insect pests are effectively controlled by EO due to their sensitivity to volatile semiochemicals [51,75]. Thus, antifeedant from essential oils is a preferable choice in stored grain pest management compared to plant extract. Contrary to this, antifeedant from plant extract shows higher efficacy for crop pest management compared to essential oils that are targeted against phytophagous insect pests [27]. Moreover, plant extract provides the possibility to form a solid paste extract that is suitable for residual application in oral targeting, allowing a great amount of residual antifeedant substance and persisting long enough to deter feeding activities [49]. Therefore, crude plant extract preparation has more opportunities to be applied for antifeedants in crop management.
The research progress of antifeedants on improving efficacy against target insect pests includes reservation and preparation techniques from conventional methods to the latest nanoformulas, as presented in Table 1. Many studies have reported on the advanced development of EO nanoformulation applied in stored pests and oil palm pest management. In contrast, rarely reported are studies on the nanoformulation of crude plant extract applied for insect pest crop management. Generally, before formulation, crude plant extracts are isolated to obtain pure active compounds. However, this route of preparation needs sophisticated and longer steps and, consequently, a reduced economic process. Few researchers propose to prepare a nanoformulation from a crude extract. However, the majority of reported studies are still in laboratory-scale production; only a few studies have reported on pilot-scale studies and field applications. Thus, given the great potential and abundant resources, the development of a nano-based formulation is promising in accelerating the applications of antifeedant; this is in line with the recommendations from Isman [7] on the prospect of antifeedant from plant resources. Despite many determining factors, the concern of relevant stakeholders is needed for the successful implementation of an antifeedant strategy for sustainable agriculture.
2.2. The Role of Nanotechnology in Plant-Derived Pesticide Formulations
Currently, nanotechnology is the breakthrough of various innovations in the development of bioinsecticide formulas [9,36]. Biopesticide formulas established through nanotechnology improve delivery performances and enhance their application efficiencies. It is well known that the smaller size of particles serves to increase the surface of the active ingredient and, consequently, improve the solubility. Moreover, the challenges involved are preparing the synthesis of the water-based medium, formula stability, mobility, and ensuring the delivery target system [76]. A broad variety of natural materials are used in the assembly of pesticide nanoformulations. There are two types of formulations—nano-particle pesticides and nano-carrier systems—to allow delivering active compounds to the target site. The structure of the delivery system includes the encapsulation of active compounds inside, a nanoparticulate polymeric shell, adsorption onto the nanoparticle surface, attachment onto the nanoparticle core via ligands, and entrapment within the polymeric matrix [77]. The properties of these various types of nanocarrier formulations are known to enhance the efficacy and efficiency of biopesticides against insect pests, i.e., a nanoemulsion loaded with essential oil from various plants products [78,79,80], plant extracts loaded in micelle with a hydrophobic core [58] and liposome with a hydrophilic core [81], as shown in Figure 2. Recently, materials from natural polysaccharides, proteins, alginates, silica, and other types of polymers have been utilized as nanoparticle encapsulants, such as chitosan, zein, gum arabic, and silica nanoparticles [31,78,82].
Figure 2.
The types of nano-delivery biopesticide formulations.
Botanical active compounds have also been reported to be successfully loaded in a nanocapsule and being mesoporous for the slow-release system as well as being entrapped in the matrix polymer and the cross-linked nanoparticles mediated by specific ligands [83,84,85,86]. It is well known that the characteristic content of organic active compounds inherent in botanical ingredients is that they are easily degraded and, consequently, have a lower long-term potency [12]. The various types of nanocarrier systems offer the appropriate properties to improve the efficacy and efficiency performance of plant-derived nano-pesticides’ delivery (Table 2).
Table 2.
The plant-derived nano-pesticides’ delivery.
Nano-emulsified carriers are emerging as the most intensively investigated of plant-derived pesticides (Table 2). This system is suitable to be adapted to EO and crude extracts of plant-derived pesticides by applying a simple emulsification method, requiring low energy and with suitable surfactants [23,92]. Emulsion-based formulations are designed to increase dispersion or solubility of ingredients, improve stability, and increase bioactivity and efficiency, especially in controlling insect crop pests [31]. Nanoemulsion formulas are extensively investigated for EO plant-derived nano-pesticides’ delivery to obtain desired properties due to the nano-sized droplet dispersion uniformity and the stability into two liquid phases by the fundamental role of the surfactants. Thus, the engineering characteristic and the properties of the delivery system can provide a slow-release performance [23]. Micelles are ideal nanocarriers for encapsulating, especially for insoluble-organic compounds such as plant extracts [93]. This allows the nano-sized insoluble-organic suspension dispersed in the water system that enhances the wettability and bioefficacy toward targeted insect pests [9]. Liposomes are vesicular to nanoscale structures, and which consist of a lipid bilayer covering an aqueous phase in the core [93]. The preparation of a liposomal nano-carrier has emerged as a promising aspect of nano-delivery biopesticides due to separate compartments that can encapsulate both the hydrophilic and hydrophobic active compounds that are effective against targeted insect pests [81].
The encapsulation involves a vesicular composed of the biodegradable matrix/polymer that encloses the active compounds in the inner core [9]. Nanocapsule and nanoparticle encapsulation increase the targeting delivery, and shell degrades slowly by environmental conditions, thus improving the chemical stability of organic compounds, such as volatile compounds commonly containing types of EO [93]. Mesoporous nanoparticles with hollow silica were adapted for water-soluble and lipid-dispersed controlled release biopesticide delivery systems. While nanospheres are designed as dense spherical vesicular systems in which active compounds are evenly distributed via adsorption or trapping in the nano-matrix/polymer, the cross-linked nanoparticles of the entrapped active compounds are mediated by ligands that act as sensors or markers for specific receptor molecules in targeted delivery. These efficient encapsulations and smart entrapped nano-carrier systems were confirmed to load the EO or pure active compounds with quite a high loading capacity with lethal and sublethal bioactivities due to a controlled slow-release mechanism [78,84,85,86,88].
Plant-derived nano-pesticides have been tailored for desired properties, involving the use of matrix types [94]. Studies have reported carrier systems prepared by organic and inorganic matrices/polymers and suitable surfactants as a means of delivering various extracts, EO, and their active compounds [88,94]. The utilization of nature/organic matrices’ resources matter is growing rapidly to compete with the non-organic matrices, such as chitosan, gum arabic, and zein. This carrier system maintains the susceptibility of active organic compounds to degradation so that they can be persistent for a longer period. Thus, these efficiently increase toxicity, fumigants, repellency, attractants, antifeedant, growth development, and oviposition inhibition [88,95].
The evaluation of studies shows that a compatible nanocarrier adopted in crude EO can even outperform or be comparable with the effectiveness of pure active compounds [78,89]. Nanocarrier biopesticide formulas can also enhance the effectiveness of pure active compounds to be comparable or more effective than synthetic insecticides in an in vitro bioassay test [81]. The performance of nanocarrier formulas of EO and plant extract can reduce the level of toxicity, indeed enhancing sublethal bioactivities such as the impact of antifeedant and repellency, and inhibiting growth regulation [58,88,91]. The advantages of the nanocarrier formula compared to conventional or synthetic insecticide formulas are determined through increased efficiency performance, such as the solubility and dispersion, formula stability, and release control mechanism offered by the nano-delivery system. This factor has a significant impact on increasing its efficacy against target insect pests. Plant-derived pesticides from abundant plant extracts resources are the most studied pesticides in the investigation of crop pest management. However, the potential compatibility of nanocarrier formulas for application is less explored.
Furthermore, the prominent role of the nano-delivery plant-derived pesticides formula is to reduce the level of toxicity so that the antifeedant and other potent sub-lethal bioactivities can be enhanced due to nano-delivery reserves. Especially for safety products in crop management, a plant-derived pesticides formula is hindered by toxicant residues and resistance problems. The challenges are compatibility with nanocarriers and resources for appropriate bioactivity on target insect pests and cost-effective formulation to allow the filed or practical application of recent advanced technological development.
2.3. Nano-Delivery System of Antifeedant Formulation
As antifeedant is potentially received from plant-derived bioactivity, it becomes an interesting object of study as an important component of integrated pest management, especially in crop pest insect control [4,96]. Further noted is that the antifeedant mode of action is determined by a feeding mechanism, which is induced by special taste receptors in insects that stop feeding activity. Antifeedants are generally obtained from the resources of plant extracts or essential oils that contain ingredients sensitive to insect taste receptors [46,97]. The biodiversity of potentially bioactive phytochemicals is the main source in formulating nanobiopesticides. Nanobiopesticides have been shown to have a significant impact on improving plant-derived pesticide properties, including antifeedant performance [27,36]. The efficiency and effectiveness of nanobiopesticides including antifeedants are enhanced by using nanoformulation polymers, metal oxides, active particles combined with micelles, etc. [36]. The last ten years of studies on nanoformula-based antifeedant investigations, involving the types of formulas, sources, methods, composition, and the performance of formulas as well as the antifeedants’ effectiveness against many insect pests, are summarized in Table 3.
Table 3.
Antifeedant by nano-based formulation.
Nanoparticle (NP) biopesticide formulas are currently in great demand for sublethal dose testing, including for antifeedant bioactivity [105]. As an example, the biosynthesis of silver nanoparticles using plant extracts [98,99,100] produces silver nanoparticles (AgNPs) through a simple and low-energy process. In general, the research purpose for metal nanoparticles is to find safer and lower concentration levels of cost-effective toxicants. Notably, only a few studies have reported the progress of a nanobiopesticide impacting on the formula’s efficiency, which is one of the important properties in the biopesticide nano-based formulation for application. It is emphasized that among those three examples [98,99,100] of inorganic nano-carriers (AgNPS) for the delivery of crude extract, generally, a nano-sized delivery system enhances bioactivity and suppresses toxicity compared to the control.
Another antifeedant nano-based formulation relies on a slow-release control designed to entrap the EO compounds by specific polymers, such as polymeric or chitosan nanoparticles [101,102,103]. The active biopesticide-based nanoparticle generally improves the efficiency of NPs in a controlled manner and shows prolonged bioactivity. However, the controlled activity established by the encapsulated structure does not necessarily contribute to any significant feed-deterrent activity of insect pests. By the treatments of EO-bergamot and EO-geranium, it displays antifeedant activities better than EO-PEG nanoparticles where the role of PEG encapsulation can improve loading efficacy by up to 75% against Tribolium castaneum [101]. This is in line with the treatments of the encapsulated neem oil in poly(ε-caprolactone) (PCL), poly (β–hydroxy-butyrate) (PHB), and poly (methylmethacrylate) (PMMA) polymeric nanoparticles compared to the broth neem oil against Spodoptera frugiperda. The observation result shows that only neem oil still provides antifeedant activity with a phagostimulant index < 1 at 7 days after spraying [102]. This is reasonable when considering that antifeedant activity is stimulated by a series of taste receptors as an impulse input to the insect feeding regulator. The encapsulation of the active ingredient must consider a matrix or polymer that accommodates the stimulate of the antifeedant compound when the polymer-enclosed material enters the oral and insect digestive system of the insect. This can be explained through the application of the chitosan-nanoparticle cross-linking agent formula studied by Zheng et al. [104]. The degree of polymeric encapsulant swelling is determined based on the pH value corresponding to the acidity level in the digestive system of Solenopsis invicta in correlation with the consuming activities. The cross-linked structure of polymers is not only appropriate for the slow-release of NP biopesticide but also for enhancing the efficacy and efficiency of the formula. Moreover, a clear explanation of the active ingredients’ absorption mechanism has been explored and reported. Interestingly, the advantage of this smart nanobiopesticide is that it can predict the impact, including the prolonged activity of active ingredients. Unfortunately, the practicality and cost of production constrain the large-scale field application of this kind of nanobiopesticide. Thus, improving the scale-up of production to meet field application remains a challenge.
A more practical and cost-effective antifeedant role model formula was displayed by a nano-based antifeedant formulation obtained from crude plant extract nanoparticle resources [40,58]. The neem gum nanosuspension can be prepared by a simple stirring method adding TiCl4 as a stabilizing agent on a certain composition, and has even tested as having a higher 100% antifeedant activity on H. armigera and S. litura larvae at a low concentration treatment (100 ppm) [40]. The insoluble organic extracts of L. Camara ethyl acetate nano-fraction can be dispersed in a water system by a simple reverse emulsion method with the composition of Tween 80 ratios as an appropriate surfactant [58]. The results show a significantly enhanced antifeedant activity in a strong category at LC50 value 0.39% concentration treatments against Crocidolomia larvae. However, the weakness of both formulas is easily agglomerated, hence it requires handling and agitation before application.
Despite the advantageous features of non-volatile active antifeedant resources, they are usually hindered by the characteristics of plant extract antifeedants to dissolve in water [9,106]. Furthermore, not all extracts are easy to dry to obtain a desirable nanopowder. Moreover, dispersing insoluble organic plant extract into nanosuspensions in the water system by the emulsification method is a breakthrough for obtaining nanosuspensions, as shown in Figure 3. Generally, micelles are formed due to the natural assembly properties of amphiphilic blocks’ surfactant in an aqueous medium; when the hydrophilic portion of the surfactant is added to the solution over the critical micelles concentration (CMC), the inner spherical micelles are formed into water [11] (Figure 3a). Thus, insoluble compounds are trapped in the core of micelle formation, which is called spontaneous emulsification (Figure 3b). The emulsion with micelle formation, as shown in Figure 3c, is also effective as a protective system of active ingredients with a one-layer surfactant. This formation does not require time for the encapsulant to dissolve when exposed to insect pests. Therefore, it can directly induce the phagostimulant deterrent receptors of phytophagous insect pests.
Figure 3.
Dispersion of nanosuspensions in the water system by micelle formation (highlighted in blue-grey for water, yellow for oil/non-polar solvent, green for plant-extract suspension, and grey for surfactant/Tween 80): (a) water–oil (W/O) formation, (b) water–oil–water (W/O/W) formation adopted from McClements and Rao [107], and (c) oil–water (O/W) formation.
The nano-delivery-based antifeedant is aimed at increasing the effectiveness and efficiency of active ingredients that are targeted and are safe for the environment. The inversion process that occurs during emulsification with the appropriate surfactant is known to disperse nano-sized suspensions in fine emulsion droplets [106,108,109]. The nanobiopesticide, which includes the antifeedant nano-delivery system, forms a stable dispersion, improves the efficacy and efficiency, and improves the wetting and spreading on the leaf surface [9]. In addition, antifeedant nanoparticles need to deposit and spread uniformly on the foliage surface, leading to increased retention rates and decreased spraying doses (Figure 4). Moreover, it is in line with that recommended by Zhao et al. [9] and Lade et al. [36], who state that the important aspects needed in the development of nanobiopesticides, especially in antifeedant nano-delivery strategies, are: (i) development of a water-based dispersion system, (ii) leaf-targeted deposition and dose transfer mechanism of nano-delivery, (iii) increased bioavailability mechanism of nano-based formulations, (iv) natural degradation and biosafety of residues. Moreover, advances in the application of nanomaterial formulation in pesticides have indicated that utilizing nanotechnology to design and prepare targeted pesticides with an environmentally responsive controlled release via chemical modifications and compounds offers great potential for creating new formulations [110,111].
Figure 4.
Illustration of the distribution of droplets containing nano-delivery system as a result of droplet size and surface wettability of leaf against droplets (a); the image comparison of nano-micelle droplet of low wettability (left) and high wettability (high) on the leaf surface (b); and the reduction in surface tension of the droplets containing nano-sized suspension on the leaf surface (<90°) (c).
This antifeedant delivery by micelle formulation is still considered premature to accommodate the abovementioned desired properties. There are still many limitations within the study on the efficiency that need to be investigated. The challenges are how to evaluate the effectiveness of its efficiency when interacting with UV exposure, the material persistence, the stability of efficacy performance during field application, as well as the side effects on non-target organisms. However, the development of this antifeedant formula offers a bright prospect for alternative formulas received from plant extract resources. Fortunately, there are abundant available resources of plant extracts and they can be prepared with a simple method, low costs, and easy handling, creating a forthcoming insight for the field-scale application of this nano-delivery antifeedant. Considering another important aspect of integrated pest management, antifeedant bioactivity plays an important part and should be integrated with other approaches in phytophagous insect pest control. It allows the anticipation of insect resistance with multiple modes of action such as antifeedant activity, growth and development inhibition, anti-oviposition, reduced fecundity, and repellency.
3. Summary
The effectiveness of antifeedant strategies is determined by the specific active functionality of the relevant antifeedant resources to the characteristics of the target insect pest. The preparation of crude plant extract by nano-based formulation potentially enhances the efficacy and efficiency of antifeedant applications for controlling crop insect pests. Crude plant extracts are potentially more economical antifeedant resources because they require simple steps of processing and synthesis; consequently, they are potentially an important part of crop management. The structure of nano-delivery plant-derived pesticides, including nanoemulsions, micelles, liposomes, encapsulation, mesoporous nature, and cross-linking, offer enhanced efficacy and efficiency performance against insect pests, such as by displaying solubility and dispersion, formula stability, and a release control mechanism.
The antifeedant nano-delivery system can increase sublethal bioactivity in both crude extracts/EOs and pure compounds. The functional groups of antifeedant molecules in nanoformulations do not change, thus their biological activity remains as antifeedants [58]. As the formulation is a nano-sized emulsion, it provides a higher surface area, leading to enhancing the biological activity of the antifeedant molecule. The nanoemulsion could be uniformly deposited on the surface of the leaf; therefore, there is a higher possibility of the pest consuming the leaf containing the antifeedant molecule [9,58]. Fortunately, the diversity of plant extracts and their abundance become a great potential application in crop pest management. However, there remain challenges regarding formulation-related preparation and their functionalities, including the compatibility of nanocarriers with the active compound of plant extracts. Thus, it is important for the investigation of nano-delivery plant extracts to have proper bioactivity in target insect pests, cost-effective formulations, and practical applications. In the case of a micelle-structure nano-delivery system, improvement is introduced by the enhancement of antifeedant activity and improving the wettability to create a uniform distribution on the leaf surface. Moreover, this formulation provides direct induction to the phagostimulant deterrent receptors of phytophagous insects without being hindered by the degradation process, which usually occurs in another formula, polymeric encapsulant.
4. Future Direction
Antifeedant nano-based delivery systems offer the opportunity for application via the utilization of plant-derived pesticides, especially plant-extract resources, in insect crop pest management. Nanotechnology takes an important role in the development of antifeedant nano-based delivery systems. Thus, it is emphasized that the development of antifeedant nano-delivery strategies includes: (i) development of a water-based dispersion system, (ii) leaf-targeted deposition and dose transfer mechanism of nano-delivery, (iii) increased bioavailability mechanism of nano-based formulations, (iv) natural degradation and biosafety of residues. Finally, it is important to encourage antifeedant application for crop insect pest management because this provides many advantages for sustainable agriculture goals. It is concluded that the nano-delivery antifeedant from plant extracts creates a forthcoming insight for field-scale application as a result of the economic production process.
Author Contributions
Conceptualization, W.H., I.M.J., C.P., M.M. (Melanie Melanie); Writing—Original Draft Preparation, M.M. (Melanie Melanie); Writing—Review and Editing, W.H., I.M.J., C.P., M.M. (Melanie Melanie); Supervision, W.H.; I.M.J., C.P., T.H.; Project Administration, M.M. (Melanie Melanie), M.M. (Mia Miranti), H.K., D.M.M.; Funding Acquisition, W.H., C.P. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by Directorate General of Higher Education, Ministry of Education and Culture, Research and Technology, Republic of Indonesia, and Directorate of Research and Community Services of Universitas Padjadjaran for providing financial support under Penelitian Terapan Unggulan Perguruan Tinggi (PTUPT) Grant No. 5413/UN6.3.1/PT.00/2021, and partially funded under Academic Leadership Grant No. 1959/UN6.3.1/PT.00/2021.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare that they have no competing interest.
References
- FAO. Pesticides Use, Pesticides Trade and Pesticides Indicators. Global, Regional and Country Trends, 1990–2019. 2021. FAOSTAT Analytical Brief Series No. 29. Rome. Available online: https://www.fao.org/3/cb6034en/cb6034en.pdf. (accessed on 23 November 2021).
- Kilani-Morakchi, S.; Morakchi-Goudjil, H.; Sifi, K. Azadirachtin-Based Insecticide: Overview, Risk Assessments, and Future Directions. Front. Agron. 2021, 3, 32. [Google Scholar] [CrossRef]
- Karuppuchamy, P.; Venugopal, S. Integrated Pest Management; Academic Press: London, UK, 2016; pp. 651–684. ISBN 9780128032657. [Google Scholar]
- Lengai, G.M.W.; Muthomi, J.W.; Mbega, E.R. Phytochemical activity and role of botanical pesticides in pest management for sustainable agricultural crop production. Sci. Afr. 2020, 7, e00239. [Google Scholar] [CrossRef]
- Damalas, C.A.; Koutroubas, S.D. Current Status and Recent Developments in Biopesticide Use. Agriculture 2018, 8, 13. [Google Scholar] [CrossRef] [Green Version]
- Rani, L.; Thapa, K.; Kanojia, N.; Sharma, N.; Singh, S.; Grewal, A.S.; Srivastav, A.L.; Kaushal, J. An Extensive Review on the Consequences of Chemical Pesticides on Human Health and Environment. J. Clean. Prod. 2021, 283. [Google Scholar] [CrossRef]
- Isman, M.B. Botanical Insecticides in the Twenty-First Century—Fulfilling Their Promise? Annu. Rev. Èntomol. 2020, 65, 233–249. [Google Scholar] [CrossRef] [Green Version]
- Sharma, A.; Shukla, A.; Attri, K.; Kumar, M.; Kumar, P.; Suttee, A.; Singh, G.; Barnwal, R.P.; Singla, N. Global trends in pesticides: A looming threat and viable alternatives. Ecotoxicol. Environ. Saf. 2020, 201, 110812. [Google Scholar] [CrossRef]
- Zhao, X.; Cui, H.; Wang, Y.; Sun, C.; Cui, B.; Zeng, Z. Development Strategies and Prospects of Nano-based Smart Pesticide Formulation. J. Agric. Food Chem. 2018, 66, 6504–6512. [Google Scholar] [CrossRef]
- Kala, S.; Sogan, N.; Agarwal, A.; Naik, S.; Patanjali, P.; Kumar, J. Biopesticides formulations and delivery techniques. In Natural Remedies for Pest, Disease and Weed Control, 1st ed.; Egbuna, C., Sawicka, B., Eds.; Elsevier; Academic Press: London, UK, 2020; ISBN 9780128193044. [Google Scholar] [CrossRef]
- Nuruzzaman, M.; Rahman, M.M.; Liu, Y.; Naidu, R. Nanoencapsulation, Nano-guard for Pesticides: A New Window for Safe Application. J. Agric. Food Chem. 2016, 64, 1447–1483. [Google Scholar] [CrossRef]
- De Oliveira, J.L.; Campos, E.V.R.; Fraceto, L.F. Recent Developments and Challenges for Nanoscale Formulation of Botanical Pesticides for Use in Sustainable Agriculture. J. Agric. Food Chem. 2018, 66, 8898–8913. [Google Scholar] [CrossRef]
- Mittal, D.; Kaur, G.; Singh, P.; Yadav, K.; Ali, S.A. Nanoparticle-Based Sustainable Agriculture and Food Science: Recent Advances and Future Outlook. Front. Nanotechnol. 2020, 2, 1–38. [Google Scholar] [CrossRef]
- Gasic, S.; Tanovic, B. Biopesticide formulations, possibility of application and future trends. Pestic. Fitomedicina 2013, 28, 97–102. [Google Scholar] [CrossRef]
- Chin, C.-P.; Lan, C.-W.; Wu, H.-S. Application of biodiesel as carrier for insecticide emulsifiable concentrate formulation. J. Taiwan Inst. Chem. Eng. 2012, 43, 578–584. [Google Scholar] [CrossRef]
- Patzke, H.; Schieber, A. Growth-inhibitory activity of phenolic compounds applied in an emulsifiable concentrate-ferulic acid as a natural pesticide against Botrytis cinerea. Food Res. Int. 2018, 113, 18–23. [Google Scholar] [CrossRef]
- Knowles, A. Recent developments of safer formulations of agrochemicals. Environmentalist 2007, 28, 35–44. [Google Scholar] [CrossRef]
- Pirzada, T.; de Farias, B.V.; Mathew, R.; Guenther, R.H.; Byrd, M.V.; Tim, L.; Sit, T.L.; Pal, L.; Opperman, C.H.; Khan, S.A. Recent advances in biodegradable matrices for active ingredient release in crop protection: Towards attaining sustainability in agriculture. J. Colloid Interface Sci. 2020, 48, 121–136. [Google Scholar] [CrossRef]
- Waghmare, J.T.; Ware, A.M.; Momin, S.A. Neem oil as pesticide. J. Dispers. Sci. Technol. 2007, 28, 323–328. [Google Scholar] [CrossRef]
- Puripattanavong, J.; Songkram, C.; Lomlim, L.; Amnuaikit, T. Development of concentrated emulsion containing nicotiana tabacum extract for use as a pesticide. J. Appl. Pharm. Sci. 2013, 3, 16–21. [Google Scholar] [CrossRef]
- Shao, H.; Xi, N.; Zhang, Y. Microemulsion formulation of a new biopesticide to control the diamondback moth (Lepidoptera: Plutellidae). Sci. Rep. 2018, 8, 1–9. [Google Scholar] [CrossRef] [Green Version]
- Pavela, R.; Benelli, G.; Pavoni, L.; Bonacucina, G.; Cespi, M.; Cianfaglione, K.; Bajalan, I.; Morshedloo, M.R.; Lupidi, G.; Romano, D.; et al. Microemulsions for delivery of Apiaceae essential oils—Towards highly effective and eco-friendly mosquito larvicides? Ind. Crops Prod. 2019, 129, 631–640. [Google Scholar] [CrossRef]
- Pavoni, L.; Benelli, G.; Maggi, F.; Bonacucina, G. Green Nanoemulsion Interventions for Biopesticide Formulations; Elsevier BV: Amsterdam, The Netherlands, 2019; ISBN 9780128158296. [Google Scholar]
- Palermo, D.; Giunti, G.; Laudani, F.; Palmeri, V.; Campolo, O. Essential Oil-Based Nano-Biopesticides: Formulation and Bioactivity against the Confused Flour Beetle Tribolium confusum. Sustainability 2021, 13, 9746. [Google Scholar] [CrossRef]
- Isman, M. Insect antifeedants. Pestic. Outlook 2002, 13, 152–157. [Google Scholar] [CrossRef]
- Isman, M.B. Botanical insecticides, deterrents, and repellents in modern agriculture and an increasingly regulated world. Annu. Rev. Entomol. 2006, 51, 45–66. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Miresmailli, S.; Isman, M.B. Botanical insecticides inspired by plant–herbivore chemical interactions. Trends Plant Sci. 2014, 19, 29–35. [Google Scholar] [CrossRef] [PubMed]
- Koul, O. Insect Antifeedants; CRC Press: Boca Raton, FL, USA, 2005. [Google Scholar]
- Koul, O. Antifeedant Phytochemicals in Insect Management (so Close yet so Far). In Ecofriendly Pest Management for Food Security; Elsevier BV: Amsterdam, The Netherlands, 2016; pp. 525–544. ISBN 9780128032664. [Google Scholar]
- Usman, M.; Farooq, M.; Wakeel, A.; Nawaz, A.; Alam Cheema, S.A.; Rehman, H.U.; Ashraf, I.; Sanaullah, M. Nanotechnology in agriculture: Current status, challenges and future opportunities. Sci. Total. Environ. 2020, 721, 137778. [Google Scholar] [CrossRef]
- Chaud, M.; Souto, E.B.; Zielinska, A.; Severino, P.; Batain, F.; Oliveira, J., Jr.; Alves, T. Nanopesticides in agriculture: Benefits and challenge in agricultural productivity, toxicological risks to human health and environment. Toxics 2021, 9, 131. [Google Scholar] [CrossRef]
- Mustafa, I.F.; Hussein, M.Z. Synthesis and technology of nanoemulsion-based pesticide formulation. Nanomaterials 2020, 10, 1608. [Google Scholar] [CrossRef]
- Oliveira, J.L.; Campos, E.; Bakshi, M.; Abhilash, P.; Fraceto, L. Application of nanotechnology for the encapsulation of botanical insecticides for sustainable agriculture: Prospects and promises. Biotechnol. Adv. 2014, 32, 1550–1561. [Google Scholar] [CrossRef]
- Shivanandappa, T.; Rajashekar, Y. Mode of action of plant-derived natural insecticides. In Advance in Plant Biopesticides; Springer: New Delhi, India, 2014; pp. 323–345. [Google Scholar] [CrossRef]
- Kumar, S.; Nehra, M.; Dilbaghi, N.; Marrazza, G.; Hassan, A.A.; Kim, K.-H. Nano-based smart pesticide formulations: Emerging opportunities for agriculture. J. Control. Release 2019, 294, 131–153. [Google Scholar] [CrossRef]
- Lade, B.D.; Google, D.P.; Lade, D.B.; Moon, G.M.; Nandeshwar, S.B.; Kumbhare, S.D. Nanobiopesticide Formulations: Application Strategies Today and Future Perspectives; Elsevier Inc.: Amsterdam, The Netherlands, 2019; pp. 179–206. ISBN 9780128158296. [Google Scholar]
- Athanassiou, C.G.; Kavallieratos, N.G.; Benelli, G.; Losic, D.; Rani, P.U.; Desneux, N. Nanoparticles for pest control: Current status and future perspectives. J. Pest Sci. 2018, 91, 1–15. [Google Scholar] [CrossRef]
- Saini, R.K.; Patel, S.; Bajpai, J.; Bajpai, A.K. Advanced controlled nanopesticide delivery systems for managing insect pests. In Controlled Release of Pesticides for Sustainable Agriculture; Rakhimol, K.R., Thomas, S., Volova, T., Jayachandran, K., Eds.; Springer: Cham, Switzerland, 2020; pp. 155–184. [Google Scholar] [CrossRef]
- Forim, M.R.; Costa, E.S.; Silva, M.F.D.G.F.D.; Fernandes, J.B.; Mondego, J.M.; Junior, A.L.B. Development of a New Method To Prepare Nano-/microparticles Loaded with Extracts of Azadirachta indica, Their Characterization and Use in Controlling Plutella xylostella. J. Agric. Food Chem. 2013, 61, 9131–9139. [Google Scholar] [CrossRef]
- Kamaraj, C.; Gandhi, P.R.; Elango, G.; Karthi, S.; Chung, I.-M.; Rajakumar, G. Novel and environmental friendly approach; Impact of Neem (Azadirachta indica) gum nano formulation (NGNF) on Helicoverpa armigera (Hub.) and Spodoptera litura (Fab.). Int. J. Biol. Macromol. 2018, 107, 59–69. [Google Scholar] [CrossRef] [PubMed]
- Thomine, E.; Mumford, J.; Rusch, A.; Desneux, N. Using crop diversity to lower pesticide use: Socio-ecological approaches. Sci. Total Environ. 2021, 804, 150156. [Google Scholar] [CrossRef] [PubMed]
- Baker, B.P.; Green, T.A.; Loker, A.J. Biological control and integrated pest management in organic and conventional systems. Biol. Control 2020, 140, 104095. [Google Scholar] [CrossRef]
- Rezaei, R.; Safa, L.; Ganjkhanloo, M.M. Understanding farmers’ ecological conservation behavior regarding the use of integrated pest management—An application of the technology acceptance model. Glob. Ecol. Conserv. 2020, 22, e00941. [Google Scholar] [CrossRef]
- Jiang, X.; Hansen, H.C.B.; Strobel, B.W.; Cedergreen, N. What is the aquatic toxicity of saponin-rich plant extracts used as biopesticides? Environ. Pollut. 2018, 236, 416–424. [Google Scholar] [CrossRef]
- Koul, O. Phytochemicals and Insect Control: An Antifeedant Approach. Crit. Rev. Plant Sci. 2008, 27, 1–24. [Google Scholar] [CrossRef]
- Purrington, C. Antifeedant Substances in Plants. Encycl. Appl. Plant Sci. 2017, 2, 364–367. [Google Scholar] [CrossRef]
- Bruce, T.J.A.; Smart, L.E.; Birch, A.N.E.; Blok, V.C.; MacKenzie, K.; Guerrieri, E.; Cascone, P.; Luna, E.; Ton, J. Prospects for plant defence activators and biocontrol in IPM: Concepts and lessons learnt so far. J. Crop Prot. 2016, 97, 128–134. [Google Scholar] [CrossRef] [Green Version]
- Sandjo, L.P.; Kuete, V. Triterpenes and Steroids from the Medicinal Plants of Africa; Elsevier BV: Amsterdam, The Netherlands, 2013; ISBN 9780124059276. [Google Scholar]
- Suckling, D.M.; Conlong, D.E.; Carpenter, J.E.; Bloem, K.A.; Rendon, P.; Vreysen, M.J.B. Global range expansion of pest Lepidoptera requires socially acceptable solutions. Biol. Invasions 2017, 19, 1107–1119. [Google Scholar] [CrossRef] [Green Version]
- Kłyś, M.; Malejky, N.; Nowak-Chmura, M. The repellent effect of plants and their active substances against the beetle storage pests. J. Stored Prod. Res. 2017, 74, 66–77. [Google Scholar] [CrossRef]
- Lucia, A.; Guzmán, E. Emulsions containing essential oils, their components or volatile semiochemicals as promising tools for insect pest and pathogen management. Adv. Colloid Interface Sci. 2021, 287, 102330. [Google Scholar] [CrossRef]
- Stanley, V.; Hickerson, K.; Daley, M. Supermarket Supply Chains in Horticulture in India: The Novel Marketing Models, Effects and Policies. Agrotechnology 2012, S11, 1–7. [Google Scholar] [CrossRef] [Green Version]
- Urrutia, R.I.; Yeguerman, C.; Jesser, E.; Gutierrez, V.S.; Volpe, M.A.; González, J.O.W. Sunflower seed hulls waste as a novel source of insecticidal product: Pyrolysis bio-oil bioactivity on insect pests of stored grains and products. J. Clean. Prod. 2021, 287, 125000. [Google Scholar] [CrossRef]
- Rajkumar, V.; Gunasekaran, C.; Christy, I.K.; Dharmaraj, J.; Chinnaraj, P.; Paul, C.A. Toxicity, antifeedant and biochemical efficacy of Mentha piperita L. essential oil and their major constituents against stored grain pest. Pestic. Biochem. Physiol. 2019, 156, 138–144. [Google Scholar] [CrossRef] [PubMed]
- Kiran, S.; Prakash, B. Assessment of Toxicity, Antifeedant Activity, and Biochemical Responses in Stored-Grain Insects Exposed to Lethal and Sublethal Doses of Gaultheria procumbens L. Essential Oil. J. Agric. Food Chem. 2015, 63, 10518–10524. [Google Scholar] [CrossRef]
- Wang, C.-F.; You, C.-X.; Yang, K.; Guo, S.-S.; Geng, Z.-F.; Fan, L.; Du, S.-S.; Deng, Z.-W.; Wang, Y.-Y. Antifeedant activities of methanol extracts of four Zanthoxylum species and benzophenanthridines from stem bark of Zanthoxylum schinifolium against Tribolium castaneum. Ind. Crops Prod. 2015, 74, 407–411. [Google Scholar] [CrossRef]
- Jaoko, V.; Taning, C.N.T.; Backx, S.; Motti, P.; Mulatya, J.; Vandenabeele, J.; Magomere, T.; Olubayo, F.; Mangelinckx, S.; Werbrouck, S.P.O.; et al. Laboratory and Greenhouse Evaluation of Melia volkensii Extracts for Potency against African Sweet Potato Weevil, Cylas puncticollis, and Fall Armyworm, Spodoptera frugiperda. Agronomy 2021, 11, 1994. [Google Scholar] [CrossRef]
- Melanie, M.; Kosasih, F.Y.; Kasmara, H.; Malini, D.M.; Panatarani, C.; Joni, I.M.; Husodo, T.; Hermawan, W. Antifeedant activity of Lantana camara nano suspension prepared by reverse emulsion of ethyl acetate active fraction at various surfactant organic-phase ratio. Biocatal. Agric. Biotechnol. 2020, 29, 101805. [Google Scholar] [CrossRef]
- de Souza, C.M.; Baldin, E.L.L.; Ribeiro, L.D.P.; dos Santos, T.L.B.; da Silva, I.F.; Morando, R.; Vendramim, J.D. Antifeedant and growth inhibitory effects of Annonaceae derivatives on Helicoverpa armigera (Hübner). Crop Prot. 2019, 121, 45–50. [Google Scholar] [CrossRef]
- Yang, H.; Piao, X.; Zhang, L.; Song, S.; Xu, Y. Ginsenosides from the stems and leaves of Panax ginseng show antifeedant activity against Plutella xylostella (Linnaeus). Ind. Crops Prod. 2018, 124, 412–417. [Google Scholar] [CrossRef]
- Espinoza, J.; Urzua, A.; Bardehle, L.; Quiroz, A.; Echeverría, J.; González-Teuber, M. Antifeedant Effects of Essential Oil, Extracts, and Isolated Sesquiterpenes from Pilgerodendron uviferum (D. Don) Florin Heartwood on Red Clover Borer Hylastinus obscurus (Coleoptera: Curculionidae). Molecules 2018, 23, 1282. [Google Scholar] [CrossRef] [Green Version]
- Morimoto, M. Insect Antifeedant Activities and Preparation of Dihydrobenzofurans from Cyperus spp. ACS Symp. Ser. 2018, 1294, 11–21. [Google Scholar] [CrossRef]
- Baskar, K.; Maheswaran, R.; Pavunraj, M.; Packiam, S.M.; Ignacimuthu, S.; Duraipandiyan, V.; Benelli, G. Toxicity and antifeedant activity of Caesalpinia bonduc (L.) Roxb. (Caesalpiniaceae) extracts and fractions against the cotton bollworm Helicoverpa armigera Hub. (Lepidoptera: Noctuidae). Physiol. Mol. Plant Pathol. 2018, 101, 69–74. [Google Scholar] [CrossRef]
- Ningombam, A.; Ahluwalia, V.; Srivastava, C.; Walia, S. Antifeedant activity and phytochemical investigation of Millettia pachycarpa extracts against Tobacco Leaf Eating Caterpillar, Spodoptera litura (Fabricius) (Lepidoptera: Noctuidae). J. Asia-Pac. Èntomol. 2017, 20, 381–385. [Google Scholar] [CrossRef]
- Paul, D.; Choudhury, M. Larvicidal and antifeedant activity of some indigenous plants of Meghalaya against 4th instar Helicoverpa armigera (Hübner) larvae. J. Crop Prot. 2016, 5, 447–460. [Google Scholar] [CrossRef]
- Magrini, F.E.; Specht, A.; Gaio, J.; Girelli, C.P.; Migues, I.; Heinzen, H.; Saldaña, J.; Sartori, V.C.; Cesio, V. Antifeedant activity and effects of fruits and seeds extracts of Cabralea canjerana canjerana (Vell.) Mart. (Meliaceae) on the immature stages of the fall armyworm Spodoptera frugiperda (JE Smith) (Lepidoptera: Noctuidae). Ind. Crops Prod. 2015, 65, 150–158. [Google Scholar] [CrossRef]
- Manickam, P.; Kathirvelu, B.; Sundaram, J.; Munusamy, A. Bio-efficacy of crude leaf extracts of Acalypha fruticosa Forssk. against some agriculturally important insect pests. Asian Pac. J. Trop. Dis. 2014, 4, S890–S894. [Google Scholar] [CrossRef]
- Lingathurai, S.; Vendan, S.E.; Paulraj, M.G.; Ignacimuthu, S. Antifeedant and larvicidal activities of Acalypha fruticosa Forssk. (Euphorbiaceae) against Plutella xylostella L. (Lepidoptera: Yponomeutidae) larvae. J. King Saud Univ. Sci. 2011, 23, 11–16. [Google Scholar] [CrossRef] [Green Version]
- Yadav, P.A.; Suresh, G.; Rao, M.S.A.; Shankaraiah, G.; Rani, P.U.; Babu, K.S. Limonoids from the leaves of Soymida febrifuga and their insect antifeedant activities. Bioorg. Med. Chem. Lett. 2014, 24, 888–892. [Google Scholar] [CrossRef]
- Sousa, R.M.O.F.; Rosa, J.S.; Oliveira, L.; Cunha, A.; Fernandes-Ferreira, M. Activities of Apiaceae Essential Oils against Armyworm, Pseudaletia unipuncta (Lepidoptera: Noctuidae). J. Agric. Food Chem. 2013, 61, 7661–7672. [Google Scholar] [CrossRef]
- Akhtar, Y.; Pages, E.; Stevens, A.; Bradbury, R.; da Camara, C.A.G.; Isman, M.B. Effect of chemical complexity of essential oils on feeding deterrence in larvae of the cabbage looper. Physiol. Èntomol. 2012, 37, 81–91. [Google Scholar] [CrossRef]
- Yan, T.K.; Asari, A.; Abdullah, S.; Ismail, M.; Azmi, W.A. The dataset for antifeedant activity of eugenol derived compounds against red palm weevil (Rhynchophorus ferrugineus, Olivier) larvae. Data Brief 2019, 25, 104227. [Google Scholar] [CrossRef] [PubMed]
- Hernández-Lambraño, R.; Caballero-Gallardo, K.; Olivero-Verbel, J. Toxicity and antifeedant activity of essential oils from three aromatic plants grown in Colombia against Euprosterna elaeasa and Acharia fusca (Lepidoptera: Limacodidae). Asian Pac. J. Trop. Biomed. 2014, 4, 695–700. [Google Scholar] [CrossRef] [Green Version]
- Patra, J.K.; Das, G.; Lee, S.; Kang, S.-S.; Shin, H.-S. Selected commercial plants: A review of extraction and isolation of bioactive compounds and their pharmacological market value. Trends Food Sci. Technol. 2018, 82, 89–109. [Google Scholar] [CrossRef]
- Nawrot, J.; Harmatha, J. Phytochemical feeding deterrents for stored product insect pests. Phytochem. Rev. 2012, 11, 543–566. [Google Scholar] [CrossRef]
- Khandelwal, N.; Barbole, R.S.; Banerjee, S.; Chate, G.P.; Biradar, A.V.; Khandare, J.J.; Giri, A.P. Budding trends in integrated pest management using advanced micro- and nano-materials: Challenges and perspectives. J. Environ. Manag. 2016, 184, 157–169. [Google Scholar] [CrossRef]
- Kapinder; Dangi, K.; Verma, A.K. Efficient & eco-friendly smart nano-pesticides: Emerging prospects for agriculture. Mater. Today Proc. 2021, 45, 3819–3824. [Google Scholar] [CrossRef]
- Suresh, U.; Murugan, K.; Panneerselvam, C.; Aziz, A.T.; Cianfaglione, K.; Wang, L.; Maggi, F. Encapsulation of sea fennel (Crithmum maritimum) essential oil in nanoemulsion and SiO2 nanoparticles for treatment of the crop pest Spodoptera litura and the dengue vector Aedes aegypti. Ind. Crops Prod. 2020, 158, 113033. [Google Scholar] [CrossRef]
- Mohafrash, S.M.; Fallatah, S.A.; Farag, S.M.; Mossa, A.-T. Mentha spicata essential oil nanoformulation and its larvicidal application against Culex pipiens and Musca domestica. Ind. Crops Prod. 2020, 157, 112944. [Google Scholar] [CrossRef]
- Campolo, O.; Giunti, G.; Laigle, M.; Michel, T.; Palmeri, V. Essential oil-based nano-emulsions: Effect of different surfactants, sonication and plant species on physicochemical characteristics. Ind. Crops Prod. 2020, 157, 112935. [Google Scholar] [CrossRef]
- Lopes, A.I.F.; Monteiro, M.; Araújo, A.R.L.; Rodrigues, A.R.O.; Castanheira, E.M.S.; Pereira, D.M.; Olim, P.; Gil Fortes, A.; Gonçalves, M.S.T. Cytotoxic Plant Extracts towards Insect Cells: Bioactivity and Nanoencapsulation Studies for Application as Biopesticides. Molecules 2020, 25, 5855. [Google Scholar] [CrossRef] [PubMed]
- Rajkumar, V.; Gunasekaran, C.; Dharmaraj, J.; Chinnaraj, P.; Paul, C.A.; Kanithachristy, I. Structural characterization of chitosan nanoparticle loaded with Piper nigrum essential oil for biological efficacy against the stored grain pest control. Pestic. Biochem. Physiol. 2020, 166, 104566. [Google Scholar] [CrossRef] [PubMed]
- Ahmadi, Z.; Saber, M.; Bagheri, M.; Mahdavinia, G.R. Achillea millefolium essential oil and chitosan nanocapsules with enhanced activity against Tetranychus urticae. J. Pest Sci. 2018, 91, 837–848. [Google Scholar] [CrossRef]
- Yang, L.; Kaziem, A.E.; Lin, Y.; Li, C.; Tan, Y.; Huang, S.; Cheng, D.; Xu, H.; Zhang, Z. Carboxylated β-cyclodextrin anchored hollow mesoporous silica enhances insecticidal activity and reduces the toxicity of indoxacarb. Carbohydr. Polym. 2021, 266, 118150. [Google Scholar] [CrossRef]
- Pereira, K.D.C.; Quintela, E.D.; Da Silva, D.J.; Nascimento, V.A.D.; Da Rocha, D.V.M.; Silva, J.F.A.E.; Forim, M.R.; Silva, F.G.; Cazal, C.D.M. Characterization of Nanospheres Containing Zanthoxylum riedelianum Fruit Essential Oil and Their Insecticidal and Deterrent Activities against Bemisia tabaci (Hemiptera: Aleyrodidae). Molecules 2018, 23, 2052. [Google Scholar] [CrossRef] [Green Version]
- Rajkumar, V.; Gunasekaran, C.; Paul, C.A.; Dharmaraj, J. Development of encapsulated peppermint essential oil in chitosan nanoparticles: Characterization and biological efficacy against stored-grain pest control. Pestic. Biochem. Physiol. 2020, 170, 104679. [Google Scholar] [CrossRef]
- Giunti, G.; Palermo, D.; Laudani, F.; Algeri, G.M.; Campolo, O.; Palmeri, V. Repellence and acute toxicity of a nano-emulsion of sweet orange essential oil toward two major stored grain insect pests. Ind. Crops Prod. 2019, 142, 111869. [Google Scholar] [CrossRef]
- Oliveira, J.L.; Campos, E.V.R.; Pereira, A.; Nunes, L.E.S.; Da Silva, C.C.L.; Pasquoto, T.; Lima, R.; Smaniotto, G.; Polanczyk, R.A.; Fraceto, L.F. Geraniol Encapsulated in Chitosan/Gum Arabic Nanoparticles: A Promising System for Pest Management in Sustainable Agriculture. J. Agric. Food Chem. 2018, 66, 5325–5334. [Google Scholar] [CrossRef]
- Chen, H.; Chen, L.; Shen, Z.; Zhou, H.; Hao, L.; Xu, H.; Zhou, X. Synthesis of mesoporous silica post-loaded by methyl eugenol as an environment-friendly slow-release bio pesticide. Sci. Rep. 2020, 10, 1–12. [Google Scholar] [CrossRef] [Green Version]
- Attia, R.G.; Rizk, S.A.; Hussein, M.A.; Fattah, H.M.A.; Khalil, M.; Ma’Moun, S.A. Effect of cinnamon oil encapsulated with silica nanoparticles on some biological and biochemical aspects of the rice moth, Corcyra cephalonica (Staint.) (Lepidoptera: Pyralidae). Ann. Agric. Sci. 2020, 65, 1–5. [Google Scholar] [CrossRef]
- Paulraj, M.G.; Ignacimuthu, S.; Gandhi, M.R.; Shajahan, A.; Ganesan, P.; Packiam, S.M.; Al-Dhabi, N.A. Comparative studies of tripolyphosphate and glutaraldehyde cross-linked chitosan-botanical pesticide nanoparticles and their agricultural applications. Int. J. Biol. Macromol. 2017, 104, 1813–1819. [Google Scholar] [CrossRef] [PubMed]
- Zhao, X.; Zhu, Y.; Zhang, C.; Lei, J.; Ma, Y.; Du, F. Positive charge pesticide nanoemulsions prepared by the phase inversion composition method with ionic liquids. RSC Adv. 2017, 7, 48586–48596. [Google Scholar] [CrossRef]
- Nuruzzaman, M.; Liu, Y.; Rahman, M.M.; Dharmarajan, R.; Duan, L.; Uddin, A.F.M.J.; Naidu, R. Nanobiopesticides: Composition and Preparation Methods; Elsevier Inc.: Amsterdam, The Netherlands, 2019; ISBN 9780128158296. [Google Scholar]
- de Oliveira, C.; Mulinari, J.; Reichert, F.; Júnior, A. Nano-Delivery Systems of Pesticides Active Agents for Agriculture Applications—An Overview. In Ciência, Tecnologia e Inovação: Do Campo à Mesa, Proceeding of International Agribusiness Congress, Recife, Brazil, 25–27 September 2020; Editora IIDV: Recife, Brasil, 2020. [Google Scholar] [CrossRef]
- Kashyap, P.L.; Xiang, X.; Heiden, P. Chitosan nanoparticle based delivery systems for sustainable agriculture. Int. J. Biol. Macromol. 2015, 77, 36–51. [Google Scholar] [CrossRef] [PubMed]
- Pretty, J.; Bharucha, Z.P. Integrated pest management for sustainable intensification of agriculture in Asia and Africa. Insects 2015, 6, 152–182. [Google Scholar] [CrossRef] [PubMed]
- Koul, O.; Cuperus, G.W.; Elliott, N. Areawide Pest Management: Theory and Implementation; CABI: Wallingford, UK, 2008; ISBN 1845933729. [Google Scholar]
- Kamaraj, C.; Rajakumar, G.; Rahuman, A.A.; Velayutham, K.; Bagavan, A.; Zahir, A.A.; Elango, G. Feeding deterrent activity of synthesized silver nanoparticles using Manilkara zapota leaf extract against the house fly, Musca domestica (Diptera: Muscidae). Parasitol. Res. 2011, 111, 2439–2448. [Google Scholar] [CrossRef]
- Siva, C.; Kumar, M.S.; Nagar, G.; Nadu, T.; Nagar, G.; Nadu, T. Pesticidal activity of eco-friendly synthesized silver nano-particles using Aristolochia indica extract against Helicoverpa armigera Hubner (Lepidoptera: Noctuidae). Int. J. Adv. Sci. Tech. Res. 2015, 2, 197–226. [Google Scholar]
- Manimegalai, T.; Raguvaran, K.; Kalpana, M.; Maheswaran, R. Green synthesis of silver nanoparticle using Leonotis nepetifolia and their toxicity against vector mosquitoes of Aedes aegypti and Culex quinquefasciatus and agricultural pests of Spodoptera litura and Helicoverpa armigera. Environ. Sci. Pollut. Res. 2020, 27, 43103–43116. [Google Scholar] [CrossRef]
- González, J.O.W.; Gutiérrez, M.M.; Ferrero, A.A.; Band, B.F. Essential oils nanoformulations for stored-product pest control—Characterization and biological properties. Chemosphere 2014, 100, 130–138. [Google Scholar] [CrossRef]
- Giongo, A.M.M.; Vendramim, J.D.; Forim, M.R. Evaluation of neem-based nanoformulations as alternative to control fall armyworm. Ciência Agrotecnologia 2016, 40, 26–36. [Google Scholar] [CrossRef] [Green Version]
- Yeguerman, C.; Jesser, E.; Massiris, M.; Delrieux, C.; Murray, A.; González, J.W. Insecticidal application of essential oils loaded polymeric nanoparticles to control German cockroach: Design, characterization and lethal/sublethal effects. Ecotoxicol. Environ. Saf. 2020, 189, 110047. [Google Scholar] [CrossRef] [PubMed]
- Zheng, Q.; Wang, R.; Qin, D.; Yang, L.; Lin, S.; Cheng, D.; Huang, S.; Zhang, Z. Insecticidal efficacy and mechanism of nanoparticles synthesized from chitosan and carboxymethyl chitosan against Solenopsis invicta (Hymenoptera: Formicidae). Carbohydr. Polym. 2021, 260, 117839. [Google Scholar] [CrossRef] [PubMed]
- Narayanan, K.B.; Sakthivel, N. Biological synthesis of metal nanoparticles by microbes. Adv. Colloid Interface Sci. 2010, 156, 1–13. [Google Scholar] [CrossRef] [PubMed]
- Pascual-Villalobos, M.J.; Guirao, P.; Díaz-Baños, F.G.; Cantó-Tejero, M.; Villora, G. Oil in water nanoemulsion formulations of botanical active substances. In Nano-Biopesticides Today and Future Perspectives; Elsevier: Amsterdam, The Netherlands, 2019; pp. 223–247. ISBN 9780128158296. [Google Scholar]
- McClements, D.J.; Rao, J. Food-Grade Nanoemulsions: Formulation, Fabrication, Properties, Performance, Biological Fate, and Potential Toxicity. Crit. Rev. Food Sci. Nutr. 2011, 51, 285–330. [Google Scholar] [CrossRef] [PubMed]
- Ostertag, F.; Weiss, J.; McClements, D.J. Low-energy formation of edible nanoemulsions: Factors influencing droplet size produced by emulsion phase inversion. J. Colloid Interface Sci. 2012, 388, 95–102. [Google Scholar] [CrossRef]
- Solans, C.; Solé, I. Nano-emulsions: Formation by low-energy methods. Curr. Opin. Colloid Interface Sci. 2012, 17, 246–254. [Google Scholar] [CrossRef]
- An, C.; Sun, C.; Li, N.; Huang, B.; Jiang, J.; Shen, Y.; Wang, C.; Zhao, X.; Cui, B.; Wang, C.; et al. Nanomaterials and nanotechnology for the delivery of agrochemicals: Strategies towards sustainable agriculture. J. Nanobiotech. 2022, 20, 11. [Google Scholar] [CrossRef]
- Abdollahdokht, D.; Gao, Y.; Faramarz, S.; Poustforoosh, A.; Abbasi, M.; Asadikaram, G.; Nematollahi, M.H. Conventional agrochemicals towards nano-biopesticides: An overview on recent advances. Chem. Biol. Technol. Agric. 2022, 9, 13. [Google Scholar] [CrossRef]
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