Next Article in Journal
First Evidence of Microplastic Occurrence in the Marine and Freshwater Environments in a Remote Polar Region of the Kola Peninsula and a Correlation with Human Presence
Next Article in Special Issue
Biological Fitness Cost, Demographic Growth Characteristics, and Resistance Mechanism in Alpha-Cypermethrin-Resistant Musca domestica (Diptera: Muscidae)
Previous Article in Journal
Determination of the Bacterial Community of Mustard Pickle Products and Their Microbial and Chemical Qualities
Previous Article in Special Issue
Characterization of Indoxacarb Resistance in the Fall Armyworm: Selection, Inheritance, Cross-Resistance, Possible Biochemical Mechanisms, and Fitness Costs
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Spodoptera exigua Multiple Nucleopolyhedrovirus Increases the Susceptibility to Insecticides: A Promising Efficient Way for Pest Resistance Management

1
State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Plant Protection and Microbiology, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China
2
College of Chemistry and Life Sciences, Zhejiang Normal University, Jinhua 321004, China
3
State Key Laboratory of Rice Biology & Ministry of Agriculture Key Laboratory of Agricultural Entomology, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
4
Institute of Bio-Interaction, Xianghu Laboratory, Hangzhou 311258, China
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Biology 2023, 12(2), 260; https://doi.org/10.3390/biology12020260
Submission received: 28 December 2022 / Revised: 30 January 2023 / Accepted: 2 February 2023 / Published: 6 February 2023
(This article belongs to the Special Issue Evolution of Insecticide Resistance Mechanisms in Insect Pests)

Abstract

:

Simple Summary

The beet armyworm Spodoptera exigua (Hübner) is a polyphagous pest of numerous cultivated crops including potatoes, beans, asparagus, cotton, etc., causing considerable economic losses in crop production worldwide. Currently, the use of chemical insecticides is the most commonly used method to control this pest, however, the overuse of them results in insecticide resistance, environmental pollution and toxicity to other non-target organisms. Our results indicated that S. exigua field populations had developed resistance to almost half of the eleven commonly used insecticides with different modes of action. Thus, it is extremely urgent to seek an efficient strategy for insecticide resistance management. We found that the combined application of the specific entomopathogen of S. exigua (Spodoptera exigua multiple nucleopolyhedrovirus, SeMNPV) reduced insecticide resistance or even recovered the susceptibility to insecticides and enhanced the toxicity obviously in both laboratory experiments and field trials. These findings are valuable to provide a promising efficient way for improving insecticide resistance management strategy and an environmentally friendly approach for pest management with the combined application of nucleopolyhedroviruses and insecticides.

Abstract

Spodoptera exigua is a polyphagous pest of diverse crops and causes considerable economic losses. The overuse of chemical insecticides for controlling this pest results in insecticide resistance, environmental pollution and toxicity to other non-target organisms. Therefore, a sustainable and efficient way for pest management is urgently required. In this study, laboratory bioassays of eleven commonly used insecticides, the specific entomopathogen of S. exigua (Spodoptera exigua multiple nucleopolyhedrovirus, SeMNPV), and SeMNPV-insecticide combinations against the S. exigua laboratory population and two field populations were tested. Our results indicated that the two field populations had developed resistance to almost half of the tested insecticides, while SeMNPV had good virulence in all populations. Interestingly, the combined use of SeMNPV enhanced the toxicity of the tested insecticides against all populations to a different extent and considerably reduced the insecticide resistance of S. exigua field populations or even recovered the susceptibility to above insecticides. Furthermore, the field trial showed that the combined application of SeMNPV contributed to promoting the control efficacy of emamectin benzonate and chlorfenapyr. These results provide a promising efficient way for pest resistance management and an environmentally friendly approach for controlling S. exigua with the combined application of nucleopolyhedroviruses and insecticides.

Graphical Abstract

1. Introduction

The beet armyworm Spodoptera exigua (Hübner) (Lepidoptera: Noctuidae) is a polyphagous pest of numerous cultivated crops including potatoes, tomatoes, beans, peas, asparagus, tobacco, cotton, cereals, etc. [1,2,3]. Due to its worldwide distribution and polyphagous behavior, this pest causes considerable economic losses in crop production worldwide [2,3]. Currently, the use of chemical insecticides is the most commonly used method to control this pest [3]. However, the extensive use of synthetic insecticides not only exhibits harmful effects on the environment, non-target organisms and human health but also leads to the development of insecticide resistance [4,5,6]. Once insect pests have developed a high level of resistance to different groups of insecticides, their efficacy is directly impaired [6,7,8,9,10]. It has been reported that S. exigua exhibited significant levels of resistance to many chemical insecticides, for example, chlorantraniliprole, emamectin benzoate, spinosad, tebufenozide, cypermethrin, chlorfluazuron, indoxacarb, chlorpyrifos, chlorfenapyr, methoxyfenozide, tetraniliprole, beta-cypermethrin, lambda cyhalothrin, metaflumizone, abamectin and cyantraniliprole in China [11,12,13,14,15].
To resolve chemical insecticide resistance problems, an increasing number of studies have been conducted to develop and commercialize microbial insecticides [16,17,18]. Among them, entomopathogen nucleopolyhedroviruses (NPVs) have been reported to be effective alternatives to chemical insecticides against lepidopteran pests [17,19,20,21,22].
NPV (family Baculoviridae, genus Alphabaculovirus) has been developed as an effective biological pesticide to control lepidopteran pests in agriculture, horticulture and forestry in light of the advantages of host specificity, harmlessness to the environment and non-target organisms [17,23,24,25]. Nevertheless, the slow speed of kill limits its extensive application [22,25]. Considering the fast acting of chemical insecticides, combined application of NPVs with low concentrations of chemical insecticides might be considered as an efficient approach to achieve the goal of excellent effect on killing pests, reduction in environmental pollution and protection of non-target organisms [22]. Previous studies have supported this idea: Autographa californica multiple nucleopolyhedrovirus (AcMNPV) showed a synergistic effect with emamectin or metaflumizone; the synergistic effect was also shown between S. litura nucleopolyhedrovirus (SpltNPV) and chlorantraniliprole in S. exigua [26,27]. Similarly, S. littoralis nucleopolyhedrovirus (SpliNPV) exhibited synergy with azadirachtin, emamectin and spinosad in S. littoralis [26,28]. SpltNPV in combination with emamectin benzoate, chlorantraniliprole, flubendiamide and spinosad exhibited synergistic interaction against S. litura [27,29,30,31]. Further research indicated that S. frugiperda multiple nucleopolyhedrovirus (SfMNPV) had synergy with spinosad against S. frugiperda [32]; Helicoverpa armigera nucleopolyhedrovirus (HaNPV) had synergistic effects with spinetoram or emamectin benzoate against H. armigera [33]; Bombyx mori nucleopolyhedrovirus (BmNPV) showed a synergistic interaction with phoxim in B. mori [34].
Consequently, the combined application of S. exigua multiple nucleopolyhedrovirus (SeMNPV) with insecticides might work effectively for preventing the overuse of insecticides and improving insecticide resistance management strategy. To test our hypothesis, we investigated the effect of SeMNPV, eleven commonly used chemical insecticides with different modes of action and their combined application against S. exigua in both laboratory experiments and field trials. Our study will provide a promising efficient way for insecticide resistance management and an environmentally friendly approach for pest management.

2. Materials and Methods

2.1. Insects

The Spodoptera exigua laboratory population (Lab) was provided by Henan Jiyuan Baiyun Industry Co., Ltd. (Jiyuan, China) in 2017; the population was reared on an artificial diet in a climate room (26 ± 1 °C, 50% ± 10% relative humidity and a photoperiod of 14L:10D), without exposure to any insecticides for more than 30 generations before the start of the experiments. The two field populations referred to as PH and TX populations were collected from asparagus fields of Pinghu and Tongxiang, Zhejiang Province, China during the summer of 2020, respectively, and subsequently reared under the condition mentioned above until pupation. The pupae (1 d before adult emergence) were transferred into a cylindrical container containing white filter paper for egg collection. The emerged adults were supplied with the 10% honey solution as a food source. The third instar larvae of F1 generation from the two field populations were used for subsequent experiments.

2.2. Determination of LC50 of Insecticides

The leaf-dip method was applied for the determination of LC50 of insecticides [35]. Eleven insecticides with different mode of action were selected from commonly used insecticides against S. exigua in China (Table 1). All tested insecticides were firstly dissolved by acetone to acquire 1000 mg/L stock solution, then it was serially diluted using distilled water containing 0.1% Triton X-100 to obtain insecticide dilutions with six to seven concentration gradients (treatments) for toxicity bioassays. The ones treated with distilled water containing 0.1% Triton X-100 were considered as control. Fresh leaf discs of cabbage (4 cm in diameter) were cut and dipped in each serial dilution of tested insecticide for 10 s and air dried at 25 °C for 1 h. Leaf discs after drying were placed in 6.5 cm-diameter plastic Petri dishes along with moist filter paper to prevent desiccation before insect exposure, respectively. Five larvae were transferred to the leaf disc in a Petri dish as one replicate, and ten replicates were performed for each concentration in each tested insecticide. The Petri dishes were covered and transferred into a climate chamber at 26 ± 1 °C, 50% ± 10% relative humidity and a photoperiod of 14:10 (L:D). According to the different action modes of insecticides, larval mortality was recorded at 96 h after exposure to four insect growth regulators, and 48 h after exposure to the rest seven insecticides (chlorfenapyr, indoxacarb, chlorantraniliprole, cyantraniliprole, spinosad, spinetoram and emamectin benzonate). Larval mortality was recorded with concern to those which were unable to move from a gentle stimulus with a fine brush.

2.3. Determination of LC25 and LC50 of SeMNPV

The lethal and sub lethal concentrations (LC25 and LC50) of SeMNPV were determined by the method described by Allahyari et al. [36]. SeMNPV with the concentration of 3 × 1010 OBs/mL was supplied by Henan Jiyuan Baiyun Industry Co., Ltd. Firstly, SeMNPV was serially diluted in distilled water to acquire dilutions with six to seven concentration gradients (treatments) for bioassays. Following the method mentioned in Section 2.2, the mortality of third instar larvae was recorded after 48 h, 72 h, 96 h and 120 h after exposure to SeMNPV. Leaf discs treated with distilled water were considered as control. Ten replications were used for each concentration of SeMNPV.

2.4. Toxicity of Insecticides Combining with SeMNPV

SeMNPV was diluted in distilled water containing 0.1% Triton X-100 to obtain the solution containing LC25 concentration of SeMNPV. Subsequently, the solution containing SeMNPV was used for diluting the eleven insecticides with five to seven concentration gradients for bioassays. Determination of LC50 of insecticide combined with SeMNPV followed the method described in Section 2.2. Ten replicates were performed for each concentration in each tested insecticide. The ratio of enhanced toxicity was calculated by dividing LC50 of insecticides without SeMNPV by LC50 of insecticides with SeMNPV [37].

2.5. Field Trial

In the laboratory experiment, the toxicity was enhanced most obviously between SeMNPV and emamectin benzonate or chlorfenapyr against S. exigua in the PH population. Consequently, these two insecticides were selected for the field trial to confirm the feasibility of reduction in insecticide use with the combination of SeMNPV in asparagus field in Pinghu. Chlorfenapyr (10% SC, Shandong Weifang Pesticide Co., Ltd. (Weifang, China)) and emamectin benzonate (5% WG, Huizhou Yinnong Technology Co., Ltd. (Huizhou, China)) were applied in field trial. Additionally, during the field trial, the weather was either cloudy or sunny (16 °C–27 °C). Six treatments were designed to test whether SeMNPV could enhance the efficacy of chlorfenapyr and emamectin benzonate against S. exigua (Table 2). The experiments were conducted using a randomized complete block design with four replications. The number of survival S. exigua larvae on 10 asparagus per block was investigated after 3 d, 6 d or 10 d exposure after treatments. Additionally, the field efficacy was evaluated by the mortality of larvae.

2.6. Data Analysis

The data of larval mortality in Section 2.2, Section 2.3 and Section 2.4 were subjected to probit analysis using PoloPlus software, version 1.0, LeOra Software Company (Berkeley, CA, USA) to calculate the LC50 and LC25 values [35]. The resistance ratio (RR) was determined by dividing the LC50 of the field population by the LC50 of the Lab population. Based on resistance ratios, resistance levels were classified into five levels including susceptibility (RR < 5), low resistance (5 ≦ RR < 10), moderate resistance (10 ≦ RR < 40), high resistance (40 ≦ RR < 160) and extremely high resistance (RR ≧ 160) [12]. The field efficacy was analyzed by the generalized linear model (GLM) using SPSS statistics software, version 18.0, IBM Corporation (Armonk, NY, USA).

3. Results

3.1. Determination of LC50 of Insecticides

To investigate the current status of the resistance of S. exigua to eleven commonly used insecticides in asparagus fields, the toxicity of these insecticides to two field populations (PH and TX) was determined. As shown in Table 3, compared to the Lab population, the two field populations developed different levels of resistance to almost half of the tested insecticides. To be specific, the PH population exhibited high resistance to emamectin benzonate (44.57-fold), moderate resistance to spinetoram (15.37-fold) and indoxacarb (11.38-fold), low resistance to chlorfenapyr (7.82-fold) and chlorfluazuron (6.06-fold), respectively. Similarly, the TX population displayed moderate resistance to chlorantraniliprole (22.61-fold), indoxacarb (15.94-fold) and emamectin benzonate (10.57-fold), as well as low resistance to chlorfenapyr (6.62-fold), spinetoram (6.58-fold) and chlorfluazuron (5.49-fold). Therefore, it is extremely urgent to seek strategies for reducing the resistance of S. exigua to these insecticides.

3.2. Determination of LC25 and LC50 of SeMNPV

In view of previous research about the synergy between nucleopolyhedrovirus and insecticides against pests [26,27,29,33,34], the specific entomopathogen of S. exigua, SeMNPV was selected for the further combined application. SeMNPV had good virulence against three S. exigua populations, with the highest and lowest virulence in Lab and TX populations, respectively (Table 4). Moreover, LC25 and LC50 values decreased with the increase in infection time of SeMNPV and the lab population responded faster to SeMNPV (Table 4).

3.3. Toxicity of Insecticides Combining with SeMNPV against S. exigua

Results showed that the LC50 of insecticides decreased to a different extent among different S. exigua populations (Figure 1). Specifically, for the Lab population, the toxicity of seven insecticides (chlorfluazuron, methoxyfenozide, hexaflumuron, chlorfenapyr, spinetoram, cyantraniliprole and lufenuron) was enhanced by SeMNPV infection. The highest ratio of enhanced toxicity was observed in chlorfluazuron, where the efficacy exhibited 5.04-fold in comparison to a single insecticide application (Figure 1H). For the TX population, except for lufenuron, the toxicity of the rest ten insecticides was increased by combined use of SeMNPV, with indoxacarb showing the greatest enhancement by SeMNPV at 3.43-fold (Figure 1B). For the PH population, SeMNPV enhanced the toxicity of all the eleven insecticides, with the efficacy elevated over 10 times for emamectin benzonate and chlorfenapyr, exhibiting 15.69- and 13.16-fold higher compared with single insecticide, respectively (Figure 1A,G). Increased toxicity of insecticides was observed more obviously in the two field populations compared to the Lab population. Interestingly, the insecticide resistance of two field populations was dramatically decreased by SeMNPV (Table 5). After exposure to SeMNPV, the PH population exhibited susceptibility to all the tested insecticides and the TX population showed susceptibility to nine of them, except for chlorantraniliporle and emamectin benzonate, whose resistance ratio was decreased from 22.61 to 9.03 and from 10.57 to 8.61, respectively (Table 5). Therefore, SeMNPV might be a promising efficient way for the insecticide resistance management of S. exigua, thus resulting in a reduction in insecticide use.

3.4. Field Trial

Among the eleven insecticides, the greatest reduction in LC50 occurred in emamectin benzonate and chlorfenapyr in the PH population when combined with SeMNPV (Figure 1); therefore, these two insecticides were selected for field trial. After 3 days post-treatment (dpt), the treatment significantly affected the field efficacy of emamectin benzonate (Wald = 14.082, p = 0.007) and chlorfenapyr (Wald = 12.522, p = 0.014). The field efficacy of emamectin benzonate and chlorfenapyr was 26.61 ± 13.76% and 38.33 ± 2.60%, respectively (Figure 2). Surprisingly, combined application of SeMNPV (LC25 and LC50) with emamectin benzonate exhibited 1.77- and 2.43-fold higher field efficacy of single emamectin benzonate, moreover, significant difference was found between emamectin benzonate and combination of LC50 SeMNPV with emamectin benzonate (Wald = 8.731, p = 0.003) (Figure 2A). Similarly, the field efficacy of the combined use of chlorfenapyr and SeMNPV (LC25 or LC50) was enhanced 1.26- and 1.62-fold as compared with the application of sole chlorfenapyr; furthermore, there was a significant difference between chlorfenapyr and combination of LC50 SeMNPV with chlorfenapyr (Wald = 10.416, p = 0.001) (Figure 2B). Moreover, it is interesting that even if the reduction in the use of these two insecticides reached up to 50%, the field efficacy was unaffected or even improved in the condition of combined use of SeMNPV. At 6 dpt and 10 dpt, the same trend was observed; however, there was no significant difference between the treatment and field efficacy of emamectin benzonate (Wald = 4.931, p = 0.294; Wald = 5.732, p = 0.220) and chlorfenapyr (Wald = 8.245, p = 0.083; Wald = 5.434, p = 0.246) (Figure 2). In conclusion, the combined application of SeMNPV enhanced the field efficacy of emamectin benzonate and chlorfenapyr against S. exigua, thus providing a promising way for reducing the use of these two chemical insecticides.

4. Discussion

In this study, we found that S. exigua field populations have developed resistance to almost half of eleven insecticides with different modes of action, but SeMNPV still had good virulence against these populations. Additionally, SeMNPV application in combination with chemical insecticides reduced insecticide resistance against S. exigua and increased the efficacy of the insecticides.
Numerous studies have reported that the resistance of this pest to chlorantraniliprole, indoxacarb, spinosad, chlorfenapyr, abamectin, emamectin benzoate, methoxyfenozide, chlorfluazuron, chlorpyrifos, beta-cypermethrin, hexaflumuron and cyantraniliprole presented a rising trend in the field [12,15,38,39,40]. Likewise, our results demonstrated that the PH and TX field populations of S. exigua have developed significant resistances to emamectin benzonate, chlorantraniliprole, spinetoram, indoxacarb, chlorfenapyr and chlorfluazuron (Table 3), due to the indiscriminate of these insecticides in the field.
According to previous studies, the application of NPVs in combination with insecticides revealed a synergistic effect against many pests [26,27,29,33,34], which enlightened us on the reduction in insecticide resistance by SeMNPV in S. exigua. Other investigations have found that when S. exigua is infected with SeMNPV, occlusion bodies (OBs) degrade in an alkaline environment and release occlusion-derived virus (ODV) virions to infect midgut cells, followed by the formation of budded virions (BVs) and the OBs of further cells and make S. exigua larvae liquefy [23,41,42]. It is a complicated process of SeMNPV infection, which takes a long time. Therefore, the virulence of SeMNPV increased with increasing infection time. The lab population reared without exposure to any insecticides or SeMNPV in laboratory conditions was more sensitive to SeMNPV compared to the two field populations with long-term exposure to various insecticides (including SeMNPV) in asparagus fields, which leads to faster responses to SeMNPV in the lab population. In addition, temperature, food and other environmental factors are different from the lab condition and field condition, which may lead to some physiological differences related with the resistance to SeMNPV and insecticides between the laboratory population and field population; thereby, increased susceptibility to SeMNPV and insecticides was observed in laboratory population. Our results indicated that SeMNPV had good virulence to all three S. exigua populations, however, the intensity of virulence was different among the three populations (Table 4). The difference among different populations was supported by earlier reports: both median lethal dose and time-mortality curves were different between two S. exigua colonies, which may be due to the different genetic backgrounds of these populations [43,44]. Because of SeMNPV’s high virulence against S. exigua, it was used in our study to reduce insecticide resistance and consumption.
Furthermore, our results demonstrated that the combined application of SeMNPV increased the susceptibility to all the eleven insecticides in the PH population, ten of them in the TX population and seven of them in the Lab population (Figure 1). Moreover, the insecticide resistance of the two field populations was considerably decreased after SeMNPV infection (Table 5). The synergistic effect between other lepidopteran NPVs and numerous insecticides was uncovered, for example, SpltNPV and chlorantraniliprole in S. exigua [27], SpliNPV and spinosad in S. littoralis [28], SfMNPV and spinosad in S. frugiperda [32], SpltNPV and emamectin benzoate, chlorantraniliprole or spinosad in S. litura [27,29,31], HaNPV and spinetoram or emamectin benzoate in H. armigera [33], AcMNPV and emamectin or metaflumizone in S. exigua [26], SpliNPV and azadirachtin or emamectin in S. littoralis [26], SfMNPV and azadirachtin in S. frugiperda [45], SpltNPV and flubendiamide or azadirachtin in S. litura [30,46], and BmNPV and phoxim in B. mori [34]. The synergy may be responsible for our results, however, it needs to be further verified in the future. In previous research, it has been reported that SeMNPV infection enhanced the permeability of peritrophic matrix (PM) by changing the expression of PM-related genes such as up-regulated expression of chitin deacetylases, and suppressed the immune system by the down-regulated expression of detoxification and certain antiviral-related genes in the midgut of S. exigua larvae [47,48]. It is well known that cuticle and detoxification enzymes in the midgut play a pivotal role in the development of insecticide resistance [49,50,51,52,53]. However, the biological explanation for these interactions is unknown and the mechanism should be explored in the future. In contrast, the antagonistic effect was observed between NPVs and insecticides in some cases, for example, HaNPV with a certain dose of spinosad, spinetoram or emamectin benzoate in H. armigera [33,54], and SfMNPV and spinosad with a certain concentration in S. frugiperda [32]. Therefore, concentration could be considered as an important factor in the interaction effect between NPVs and insecticides, which may account for no obvious enhanced toxicity of some insecticides combining with SeMNPV in the Lab population and TX population in this study. Meanwhile, it is interesting that the ratio of enhanced toxicity varied among the three populations in our research (Figure 1). A previous study carried out by Ahmad et al. supported this result, who suggested that SpltNPV exhibited different interaction effects between spinosad on the larval mortality of three different geographical populations of S. litura [31]. The different degrees of enhanced toxicity between SeMNPV and the same insecticide in three populations may be due to their different sensitivity to SeMNPV.
Our field trial showed that the combined application of SeMNPV enhanced the field efficacy of emamectin benzonate and chlorfenapyr against S. exigua (Figure 2), which was in line with the above laboratory experiment (Figure 1). Likewise, previous studies are in agreement with our results, suggesting the enhanced field efficacy of NPV-insecticide mixtures against lepidopteran pests in the field, for example, SpltNPV and spinosad against S. litura in cotton [55]; SpltNPV and flubendiamide or Bacillus thuringiensis against S. litura on cauliflower [56]; HaNPV and spintoram or emamectin benzoate against H. armigera in cotton field [57]; SeMNPV and B. thuringiensis against S. exigua on tomato [58]. Even if the reduction in the use of insecticides reached up to 50%, the field efficacy was unaffected when combining the use of SeMNPV (Figure 2), which provides a promising way for reducing the use of insecticides. An SeMNPV infection-induced increase in the susceptibility of the S. exigua field population may be responsible for this result. Confirming the field efficacy of NPV-insecticide mixtures is essential in improving the insecticide resistance management strategy; therefore, more field trials should be carried out.

5. Conclusions

Our results demonstrated that the combined application of SeMNPV considerably reduced insecticide resistance or even recovered the susceptibility to insecticides and improved the efficacy of insecticide against S. exigua in both laboratory experiments and field trials. Hence, the combined use of NPVs and insecticides provides a promising efficient way for pest resistance management and a more environmentally friendly approach for controlling pests with less consumption of chemical pesticides in the field.

Author Contributions

Conceptualization, S.Z., J.Z. and Y.L. (Yaobin Lu); methodology, S.Z., J.Z., Y.L. (Ya Lin) and M.L.; software, S.Z. and J.H.; validation, S.Z., J.Z. and X.L.; formal analysis, S.Z. and Z.Z.; investigation, S.Z., Y.L. (Ya Lin) and M.L.; resources, J.Z. and Y.L. (Yaobin Lu); data curation, J.Z. and Y.L. (Yaobin Lu); Writing—Original draft preparation, S.Z., J.Z., L.C. and X.R.; Writing—Review and editing, S.Z., J.Z., X.L. and M.H.; visualization, S.Z., M.H. and W.D.; supervision, J.Z. and Y.L. (Yaobin Lu); project administration, J.Z. and Y.L. (Yaobin Lu); funding acquisition, J.Z. and Y.L. (Yaobin Lu). All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the “Pioneer” and “Leading Goose” R&D Program of Zhejiang (2022C02030), Zhejiang Provincial “Three Agriculture and Six Units” science and technology cooperation project (2020SNLF023).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Acknowledgments

We thank Henan Jiyuan Baiyun Industry Co., Ltd. for their supply of Spodoptera exigua laboratory population and SeMNPV.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Richardson, E.B.; Troczka, B.J.; Gutbrod, O.; Davies, T.G.E.; Nauen, R. Diamide resistance: 10 years of lessons from lepidopteran pests. J. Pest Sci. 2020, 93, 911–928. [Google Scholar] [CrossRef]
  2. Guerrero, A.; Malo, E.A.; Coll, J.; Quero, C. Semiochemical and natural product-based approaches to control Spodoptera spp. (Lepidoptera: Noctuidae). J. Pest Sci. 2014, 87, 231–247. [Google Scholar] [CrossRef]
  3. Hafeez, M.; Ullah, F.; Khan, M.M.; Li, X.; Zhang, Z.; Shah, S.; Imran, M.; Assiri, M.A.; Fernández-Grandon, G.M.; Desneux, N.; et al. Metabolic-based insecticide resistance mechanism and ecofriendly approaches for controlling of beet armyworm Spodoptera exigua: A review. Environ. Sci. Pollut. Res. 2021, 29, 1746–1762. [Google Scholar] [CrossRef] [PubMed]
  4. Devine, G.J.; Furlong, M.J. Insecticide use: Contexts and ecological consequences. Agric. Hum. Values 2007, 24, 281–306. [Google Scholar] [CrossRef]
  5. Köhler, H.-R.; Triebskorn, R.; Meierbachtol, T.; Harper, J.; Humphrey, N. Wildlife ecotoxicology of pesticides: Can we track effects to the population level and beyond? Science 2013, 341, 759–765. [Google Scholar] [CrossRef]
  6. Rezende-Teixeira, P.; Dusi, R.G.; Jimenez, P.C.; Espindola, L.S.; Costa-Lotufo, L.V. What can we learn from commercial insecticides? Efficacy, toxicity, environmental impacts, and future developments. Environ. Pollut. 2022, 300, 118983. [Google Scholar] [CrossRef]
  7. Dermauw, W.; Wybouw, N.; Rombauts, S.; Menten, B.; Vontas, J.; Grbić, M.; Clark, R.M.; Feyereisen, R.; Van Leeuwen, T. A link between host plant adaptation and pesticide resistance in the polyphagous spider mite Tetranychus urticae. Proc. Natl. Acad. Sci. USA 2013, 110, E113–E122. [Google Scholar] [CrossRef]
  8. Hafeez, M.; Liu, S.; Jan, S.; Shi, L.; Fernández-Grandon, G.M.; Gulzar, A.; Ali, B.; Rehman, M.; Wang, M. Knock-down of gossypol-inducing cytochrome P450 genes reduced deltamethrin sensitivity in Spodoptera exigua (Hübner). Int. J. Mol. Sci. 2019, 20, 2248. [Google Scholar] [CrossRef]
  9. Zhu, F.; LaVine, L.; O’Neal, S.; LaVine, M.; Foss, C.; Walsh, D. Insecticide resistance and management strategies in urban ecosystems. Insects 2016, 7, 2. [Google Scholar] [CrossRef]
  10. Berg, J.V.D.; Greyvenstein, B.; du Plessis, H. Insect resistance management facing African smallholder farmers under climate change. Curr. Opin. Insect Sci. 2022, 50, 100894. [Google Scholar] [CrossRef]
  11. Che, W.; Shi, T.; Wu, Y.; Yang, Y. Insecticide resistance status of field populations of Spodoptera exigua (Lepidoptera: Noctuidae) from China. J. Econ. Èntomol. 2013, 106, 1855–1862. [Google Scholar] [CrossRef]
  12. Wang, P.; Yang, F.; Wang, Y.; Zhou, L.-L.; Luo, H.-B.; Zhang, S.; Si, S.-Y. Monitoring the resistance of the beet armyworm (Lepidoptera: Noctuidae) to four insecticides in southern China from 2014 to 2018. J. Econ. Èntomol. 2021, 114, 332–338. [Google Scholar] [CrossRef]
  13. Huang, J.-M.; Zhao, Y.-X.; Sun, H.; Ni, H.; Liu, C.; Wang, X.; Gao, C.-F.; Wu, S.-F. Monitoring and mechanisms of insecticide resistance in Spodoptera exigua (Lepidoptera: Noctuidae), with special reference to diamides. Pestic. Biochem. Physiol. 2021, 174, 104831. [Google Scholar] [CrossRef]
  14. Su, J.; Sun, X.-X. High level of metaflumizone resistance and multiple insecticide resistance in field populations of Spodoptera exigua (Lepidoptera: Noctuidae) in Guangdong Province, China. Crop. Prot. 2014, 61, 58–63. [Google Scholar] [CrossRef]
  15. Wang, X.; Xiang, X.; Yu, H.; Liu, S.; Yin, Y.; Cui, P.; Wu, Y.; Yang, J.; Jiang, C.; Yang, Q. Monitoring and biochemical characterization of beta-cypermethrin resistance in Spodoptera exigua (Lepidoptera: Noctuidae) in Sichuan Province, China. Pestic. Biochem. Physiol. 2018, 146, 71–79. [Google Scholar] [CrossRef]
  16. Haase, S.; Sciocco-Cap, A.; Romanowski, V. Baculovirus insecticides in Latin America: Historical overview, current status and future perspectives. Viruses 2015, 7, 2230–2267. [Google Scholar] [CrossRef]
  17. Sun, X. History and current status of development and use of viral insecticides in China. Viruses 2015, 7, 306–319. [Google Scholar] [CrossRef]
  18. Williams, T.; López-Ferber, M.; Caballero, P. Nucleopolyhedrovirus coocclusion technology: A new concept in the development of biological insecticides. Front. Microbiol. 2022, 12, 810026. [Google Scholar] [CrossRef]
  19. Glare, T.; Caradus, J.; Gelernter, W.; Jackson, T.; Keyhani, N.; Köhl, J.; Marrone, P.; Morin, L.; Stewart, A. Have biopesticides come of age? Trends Biotechnol. 2012, 30, 250–258. [Google Scholar] [CrossRef]
  20. Lacey, L.A.; Shapiro-Ilan, D.I. Microbial control of insect pests in temperate orchard systems: Potential for incorporation into IPM. Annu. Rev. Èntomol. 2008, 53, 121–144. [Google Scholar] [CrossRef] [Green Version]
  21. Arthurs, S.; Dara, S.K. Microbial biopesticides for invertebrate pests and their markets in the United States. J. Invertebr. Pathol. 2019, 165, 13–21. [Google Scholar] [CrossRef] [PubMed]
  22. Lacey, L.A.; Grzywacz, D.; Shapiro-Ilan, D.I.; Frutos, R.; Brownbridge, M.; Goettel, M.S. Insect pathogens as biological control agents: Back to the future. J. Invertebr. Pathol. 2015, 132, 1–41. [Google Scholar] [CrossRef]
  23. Blissard, G.W.; Theilmann, D.A. Baculovirus entry and egress from insect cells. Annu. Rev. Virol. 2018, 5, 113–139. [Google Scholar] [CrossRef] [PubMed]
  24. Rosell, G.; Quero, C.; Coll, J.; Guerrero, A. Biorational insecticides in pest management. J. Pestic. Sci. 2008, 33, 103–121. [Google Scholar] [CrossRef]
  25. Srinivasan, R.; Sevgan, S.; Ekesi, S.; Tamò, M. Biopesticide based sustainable pest management for safer production of vegetable legumes and brassicas in Asia and Africa. Pest Manag. Sci. 2019, 75, 2446–2454. [Google Scholar] [CrossRef] [PubMed]
  26. Dáder, B.; Aguirre, E.; Caballero, P.; Medina, P. Synergy of lepidopteran nucleopolyhedroviruses AcMNPV and SpliNPV with insecticides. Insects 2020, 11, 316. [Google Scholar] [CrossRef]
  27. Sarwar, G.; Maan, N.A.; Ayub, M.A.; Shahid, M.R.; Malik, M.A.; Farooq, M. Evaluation of indigenous the nucleopolyhedrovirus (NPV) of Spodoptera litura (Fabricius) (Lepidoptera: Noctuidae) in combination with chlorantraniliprole against Spodoptera species. Egypt. J. Biol. Pest Control. 2021, 31, 58. [Google Scholar] [CrossRef]
  28. Radmanesh, M. The combined and isolated effect of spinosad and nuclear polyhedrosis virus on the Mediterranean brocade Spodoptera littoralis in laboratory conditions. Biosci. Biotechnol. Res. Commun. 2021, 14, 692–696. [Google Scholar] [CrossRef]
  29. Yasin, M.; Qazi, M.S.; Wakil, W.; Qayyum, M.A. Evaluation of nuclear polyhedrosis virus (NPV) and emamectin benzoate against Spodoptera litura (F.) (Lepidoptera: Noctuidae). Egypt. J. Biol. Pest Control. 2020, 30, 88. [Google Scholar] [CrossRef]
  30. Maqsood, S.; Afzal, M.; Aqueel, M.A.; Raza, A.B.M.; Wakil, W.; Babar, M.H. Efficacy of nuclear polyhedrosis virus and flubendiamide alone and in combination against Spodoptera litura F. Pak. J. Zool. 2017, 49, 1783–1788. [Google Scholar] [CrossRef]
  31. Ahmad, J.N.; Mushtaq, R.; Ahmad, S.J.N.; Malik, M.A.; Manzoor, M.; Tahir, M.; Aslam, Z.; Maqsood, S.; Ahuja, I.; Bones, A.M. Sub-lethal dose reponses of native polyhydroviruses and spinosad for economical and sustainable management of Spodoptera litura in Pakistan. Pak. J. Zool. 2020, 52, 989–999. [Google Scholar] [CrossRef]
  32. Méndez, W.A.; Valle, J.; Ibarra, J.E.; Cisneros, J.; I Penagos, D.; Williams, T. Spinosad and nucleopolyhedrovirus mixtures for control of Spodoptera frugiperda (Lepidoptera: Noctuidae) in maize. Biol. Control 2002, 25, 195–206. [Google Scholar] [CrossRef]
  33. Abid, A.D.; Saeed, S.; Zaka, S.M.; Ali, M.; Shahzad, M.S.; Iqbal, M.; Shahzad, U.; Iqbal, N.; Alghanem, S.M. Interaction of HaNPVs with two novel insecticides against Helicoverpa armigera Hubner (Noctuidae: Lepidoptera). Saudi J. Biol. Sci. 2020, 27, 2124–2128. [Google Scholar] [CrossRef]
  34. Gu, Z.; Li, F.; Hu, J.; Ding, C.; Wang, C.; Tian, J.; Xue, B.; Xu, K.; Shen, W.; Li, B. Sublethal dose of phoxim and Bombyx mori nucleopolyhedrovirus interact to elevate silkworm mortality. Pest Manag. Sci. 2017, 73, 554–561. [Google Scholar] [CrossRef]
  35. Rabelo, M.M.; Paula-Moraes, S.V.; Pereira, E.J.G.; Siegfried, B.D. Contrasting susceptibility of lepidopteran pests to diamide and pyrethroid insecticides in a region of overwintering and migratory intersection. Pest Manag. Sci. 2020, 76, 4240–4247. [Google Scholar] [CrossRef]
  36. Allahyari, R.; Aramideh, S.; Michaud, J.P.; Safaralizadeh, M.H.; Rezapanah, M.R. Negative life history impacts for Habrobracon hebetor (Hymneoptera: Braconidae) that develop in bollworm larvae inoculated with Helicoverpa armigera Nucleopolyhedrovirus. J. Econ. Èntomol. 2020, 113, 1648–1655. [Google Scholar] [CrossRef]
  37. Wang, L.; Cui, L.; Wang, Q.; Chang, Y.; Huang, W.; Rui, C. Sulfoxaflor resistance in Aphis gossypii: Resistance mechanism, feeding behavior and life history changes. J. Pest Sci. 2021, 95, 811–825. [Google Scholar] [CrossRef]
  38. Ahmad, M.; Farid, A.; Saeed, M. Resistance to new insecticides and their synergism in Spodoptera exigua (Lepidoptera: Noctuidae) from Pakistan. Crop. Prot. 2018, 107, 79–86. [Google Scholar] [CrossRef]
  39. Zhou, C.; Liu, Y.; Yu, W.; Deng, Z.; Gao, M.; Liu, F.; Mu, W. Resistance of Spodoptera exigua to ten insecticides in Shandong, China. Phytoparasitica 2011, 39, 315–324. [Google Scholar] [CrossRef]
  40. Tang, T.; Hu, F.; Wang, P.; Fu, W.; Liu, X. Broflanilide effectively controls Helicoverpa armigera and Spodoptera exigua exhibiting diverse susceptibilities to chlorantraniliprole and emamectin benzoate. Pest Manag. Sci. 2020, 77, 1262–1272. [Google Scholar] [CrossRef]
  41. Williams, T.; Virto, C.; Murillo, R.; Caballero, P. Covert infection of insects by baculoviruses. Front. Microbiol. 2017, 8, 1337. [Google Scholar] [CrossRef] [PubMed]
  42. Gasque, S.N.; van Oers, M.M.; Ros, V.I. Where the baculoviruses lead, the caterpillars follow: Baculovirus-induced alterations in caterpillar behaviour. Curr. Opin. Insect Sci. 2019, 33, 30–36. [Google Scholar] [CrossRef] [PubMed]
  43. Zamora-Avilés, N.; Murillo, R.; Lasa, R.; Pineda, S.; Figueroa, J.I.; Bravo-Patiño, A.; Díaz, O.; Corrales, J.L.; Martínez, A.M. Genetic and biological characterization of four nucleopolyhedrovirus isolates collected in Mexico for the control of Spodoptera exigua (Lepidoptera: Noctuidae). J. Econ. Èntomol. 2017, 110, 1465–1475. [Google Scholar] [CrossRef] [PubMed]
  44. Cabodevilla, O.; Ibañez, I.; Simón, O.; Murillo, R.; Caballero, P.; Williams, T. Occlusion body pathogenicity, virulence and productivity traits vary with transmission strategy in a nucleopolyhedrovirus. Biol. Control. 2011, 56, 184–192. [Google Scholar] [CrossRef]
  45. Zamora-Avilés, N.; Alonso-Vargas, J.; Pineda, S.; Isaac-Figueroa, J.; Lobit, P.; Martínez-Castillo, A.M. Effects of a nucleopolyhedrovirus in mixtures with azadirachtin on Spodoptera frugiperda (J. E. Smith) (Lepidoptera: Noctuidae) larvae and viral occlusion body production. Biocontrol Sci. Technol. 2013, 23, 521–534. [Google Scholar] [CrossRef]
  46. Nathan, S.S.; Kalaivani, K. Combined effects of azadirachtin and nucleopolyhedrovirus (SpltNPV) on Spodoptera litura Fabricius (Lepidoptera: Noctuidae) larvae. Biol. Control 2006, 39, 96–104. [Google Scholar] [CrossRef]
  47. Chen, Y.; Guo, L.; Wan, N.; Ji, X.; Zhang, H.; Jiang, J. Transcriptomic analysis of the interactions between the Spodoptera exigua midgut and nucleopolyhedrovirus. Pestic. Biochem. Physiol. 2019, 163, 241–253. [Google Scholar] [CrossRef]
  48. Jakubowska, A.K.; Vogel, H.; Herrero, S. Increase in gut microbiota after immune suppression in baculovirus-infected larvae. PLoS Pathog. 2013, 9, e1003379. [Google Scholar] [CrossRef]
  49. Balabanidou, V.; Grigoraki, L.; Vontas, J. Insect cuticle: A critical determinant of insecticide resistance. Curr. Opin. Insect Sci. 2018, 27, 68–74. [Google Scholar] [CrossRef]
  50. Li, X.; Schuler, M.A.; Berenbaum, M.R. Molecular mechanisms of metabolic resistance to synthetic and natural xenobiotics. Annu. Rev. Èntomol. 2007, 52, 231–253. [Google Scholar] [CrossRef]
  51. Hilliou, F.; Chertemps, T.; Maïbèche, M.; Le Goff, G. Resistance in the genus Spodoptera: Key insect detoxification genes. Insects 2021, 12, 544. [Google Scholar] [CrossRef]
  52. Guedes, R.N.C.; Walse, S.S.; Throne, J.E. Sublethal exposure, insecticide resistance, and community stress. Curr. Opin. Insect Sci. 2017, 21, 47–53. [Google Scholar] [CrossRef]
  53. Hafeez, M.; Li, X.; Zhang, Z.; Huang, J.; Wang, L.; Zhang, J.; Shah, S.; Khan, M.; Xu, F.; Fernández-Grandon, G.; et al. De novo transcriptomic analyses revealed some detoxification genes and related pathways responsive to Noposion Yihaogong® 5% EC (Lambda-Cyhalothrin 5%) exposure in Spodoptera frugiperda third-instar larvae. Insects 2021, 12, 132. [Google Scholar] [CrossRef]
  54. Nawaz, A.; Ali, H.; Sufyan, M.; Gogi, M.D.; Arif, M.J.; Ranjha, M.H.; Arshid, M.; Waseem, M.; Mustafa, T.; Qasim, M.; et al. Comparative bio-efficacy of nuclear polyhedrosis virus (NPV) and Spinosad against American bollwormm, Helicoverpa armigera (Hubner). Rev. Bras. Èntomol. 2019, 63, 277–282. [Google Scholar] [CrossRef]
  55. Ayyub, M.B.; Nawaz, A.; Arif, M.J.; Amrao, L. Individual and combined impact of nuclear polyhedrosis virus and spinosad to control the tropical armyworm, Spodoptera litura (Fabricius) (Lepidoptera: Noctuidae), in cotton in Pakistan. Egypt. J. Biol. Pest Control 2019, 29, 67. [Google Scholar] [CrossRef]
  56. Maqsood, S.; Afzal, M.; Aqueel, M.A.; Wakil, W.; Khan, H.A.A. Comparative evaluation of selected biorational insecticides against Spodoptera litura (Fabricius) on cauliflower. Pak. J. Zool. 2018, 50, 1645–1652. [Google Scholar] [CrossRef]
  57. Abid, A.D.; Saeed, S.; Zaka, S.M.; Shahzad, S.; Ali, M.; Iqbal, M.; Iqbal, N.; Jamal, Z.A. Field evaluation of nucleopolyhedrosis virus and some biorational insecticides against Helicoverpa armigera Hubner (Noctuidae: Lepidoptera). Saudi J. Biol. Sci. 2020, 27, 2106–2110. [Google Scholar] [CrossRef]
  58. Landwehr, A. Benefits of baculovirus use in IPM strategies for open field and protected vegetables. Front. Sustain. Food Syst. 2021, 4, 593796. [Google Scholar] [CrossRef]
Figure 1. SeMNPV enhanced the toxicity of insecticides against S. exigua. LC50 of chlorfenapyr (A), indoxacarb (B), chlorantraniliprole (C), cyantraniliprole (D), spinosad (E), spinetoram (F), emamectin benzonate (G), chlorfluazuron (H), lufenuron (I), hexaflumuron (J), methoxyfenozide (K) against three S. exigua population (Lab, PH and TX) with or without SeMNPV infection. The numbers in the above bars represent the ratio of enhanced toxicity.
Figure 1. SeMNPV enhanced the toxicity of insecticides against S. exigua. LC50 of chlorfenapyr (A), indoxacarb (B), chlorantraniliprole (C), cyantraniliprole (D), spinosad (E), spinetoram (F), emamectin benzonate (G), chlorfluazuron (H), lufenuron (I), hexaflumuron (J), methoxyfenozide (K) against three S. exigua population (Lab, PH and TX) with or without SeMNPV infection. The numbers in the above bars represent the ratio of enhanced toxicity.
Biology 12 00260 g001
Figure 2. SeMNPV enhanced the field efficacy of emamectin benzonate and chlorfenapyr against S. exigua. The control efficacy of emamectin benzonate (A) and chlorfenapyr (B) with or without SeMNPV against S. exigua. Emamectin benzonate (100%) and emamectin benzonate (50%) represented 100% and 50% recommended dosage of emamectin benzonate. Chlorfenapyr (100%) and chlorfenapyr (50%) represented 100% and 50% recommended dosage of chlorfenapyr.
Figure 2. SeMNPV enhanced the field efficacy of emamectin benzonate and chlorfenapyr against S. exigua. The control efficacy of emamectin benzonate (A) and chlorfenapyr (B) with or without SeMNPV against S. exigua. Emamectin benzonate (100%) and emamectin benzonate (50%) represented 100% and 50% recommended dosage of emamectin benzonate. Chlorfenapyr (100%) and chlorfenapyr (50%) represented 100% and 50% recommended dosage of chlorfenapyr.
Biology 12 00260 g002
Table 1. Insecticides used for experiments.
Table 1. Insecticides used for experiments.
TypeCommon NameActive Ingredient ContentSupplier
PyrrolesChlorfenapyr98%Hangzhou Lancheng Technology Co., Ltd. (Hangzhou, China)
OxadiazineIndoxacarb97%
AmidesChlorantraniliprole96%
Cyantraniliprole94%
MacrolidesSpinosad90%
Spinetoram94%
Emamectin benzonate70%
Insect growth regulatorsChlorfluazuron96%
Lufenuron97%
Hexaflumuron97.6%
Methoxyfenozide98%
Table 2. Treatments designed for the field trial.
Table 2. Treatments designed for the field trial.
InsecticideTreatment
Chlorfenapyr and SeMNPVWater (control)
Chlorfenapyr (1800 mL/hm2, recommended dose)
SeMNPV (8.58 × 106 OBs/mL) + chlorfenapyr (900 mL/hm2)
SeMNPV (1.91 × 107 OBs/mL) + chlorfenapyr (900 mL/hm2)
SeMNPV (8.58 × 106 OBs/mL) + chlorfenapyr (1800 mL/hm2)
SeMNPV (1.91 × 107 OBs/mL) + chlorfenapyr (1800 mL/hm2)
Emamectin benzonate and SeMNPVWater (control)
Emamectin benzonate (900 g/hm2, recommended dose)
SeMNPV (8.58 × 106 OBs/mL) + emamectin benzonate (450 g/hm2)
SeMNPV (1.91 × 107 OBs/mL) + emamectin benzonate (450 g/hm2)
SeMNPV (8.58 × 106 OBs/mL) + emamectin benzonate (900 g/hm2)
SeMNPV (1.91 × 107 OBs/mL) + emamectin benzonate (900 g/hm2)
Table 3. Resistance of two field populations of Spodoptera exigua against eleven insecticides.
Table 3. Resistance of two field populations of Spodoptera exigua against eleven insecticides.
InsecticidePopulationLC50 (mg/L) (95% CI) Slope ± SEχ2 (df)RR
ChlorfenapyrLab0.537 (0.389–0.728) b1.139 ± 0.1371.445 (5)
PH4.198 (3.422–5.189) a1.878 ± 0.1902.062 (4)7.82
TX3.554 (2.469–5.152) a1.713 ± 0.1994.076 (4)6.62
IndoxacarbLab0.124 (0.056–0.198) c1.261 ± 0.2253.354 (4)
PH1.411 (1.129–1.732) b1.934 ± 0.1851.936 (5)11.38
TX1.977 (1.394–2.860) a2.224 ± 0.2395.545 (4)15.94
ChlorantraniliproleLab0.118 (0.031–0.226) c1.145 ± 0.1737.336 (5)
PH0.464 (0.347–0.592) b1.556 ± 0.1820.622 (4)3.93
TX2.668 (2.188–3.300) a1.739 ± 0.1763.014 (4)22.61
CyantraniliproleLab1.189 (0.465–1.991) ab0.889 ± 0.1923.227 (4)
PH2.571 (2.149–3.410) a1.968 ± 0.1984.756 (4)2.16
TX1.018 (0.829–1.233) b2.470 ± 0.2720.860 (4)0.86
SpinosadLab0.555 (0.232–0.898) a1.570 ± 0.2315.136 (4)
PH0.669 (0.541–0.821) a1.869 ± 0.1883.578 (4)1.21
TX0.693 (0.552–0.864) a1.770 ± 0.1812.835 (4)1.25
SpinetoramLab0.057 (0.015–0.106) c1.220 ± 0.2452.676 (4)
PH0.876 (0.686–1.082) a1.853 ± 0.1881.939 (5)15.37
TX0.375 (0.175–0.557) b2.158 ± 0.3314.763 (4)6.58
Emamectin benzonateLab0.044 (0.027–0.061) c1.440 ± 0.1861.798 (5)
PH1.961 (1.639–2.335) a2.528 ± 0.2561.303 (4)44.57
TX0.465 (0.370–0.569) b1.962 ± 0.2043.627 (4)10.57
ChlorfluazuronLab0.247 (0.132–0.384) b0.816 ± 0.1344.808 (5)
PH1.496 (1.180–1.863) a1.703 ± 0.1641.546 (5)6.06
TX1.355 (1.074–1.651) a2.176 ± 0.2401.923 (4)5.49
LufenuronLab0.383 (0.233–0.572) b0.888 ± 0.1394.156 (5)
PH1.722 (1.175–2.322) a1.281 ± 0.1752.055 (4)4.50
TX0.511 (0.336–0.683) b2.238 ± 0.2684.333 (4)1.33
HexaflumuronLab0.273 (0.163–0.401) b0.962 ± 0.1423.630 (5)
PH0.353 (0.271–0.441) b1.920 ± 0.2171.949 (4)1.29
TX0.568 (0.415–0.757) a2.053 ± 0.2014.378 (4)2.08
MethoxyfenozideLab0.473 (0.271–0.742) b1.382 ± 0.1677.451 (5)
PH0.896 (0.591–1.242) a1.798 ± 0.2024.191 (4)1.89
TX0.890 (0.651–1.153) a1.427 ± 0.1751.230 (4)1.88
Different letters in each insecticide indicate significant differences among different populations.
Table 4. Virulence of Spodoptera exigua multiple nucleopolyhedrovirus (SeMNPV) against three populations of S. exigua.
Table 4. Virulence of Spodoptera exigua multiple nucleopolyhedrovirus (SeMNPV) against three populations of S. exigua.
TimePopulationLC25 (×106 OBs/mL) (95% CI) LC50 (×106 OBs/mL) (95% CI)Slope ± SEχ2 (df)
48 hLab1.790 (0.583–3.097)4.602 (2.528–7.453)1.645 ± 0.1788.627 (4)
PH8.578 (6.570–10.642)19.107 (15.645–23.676)1.939 ± 0.1962.944 (4)
TX----
72 hLab1.563 (0.537–2.691)4.314 (2.449–6.725)1.530 ± 0.1776.446 (4)
PH4.349 (2.189–6.603)11.461 (7.729–16.755)1.603 ± 0.1755.023 (4)
TX23.643 (15.976–34.291)138.900 (85.311–297.972)0.877 ± 0.1244.474 (5)
96 hLab0.571 (0.022–1.502)2.057 (0.410–4.008)1.212 ± 0.1758.547 (4)
PH0.535 (0.131–1.120)1.929 (0.849–3.082)1.211 ± 0.2042.760 (4)
TX2.358 (1.053–3.960)14.952 (10.293–21.208)0.841 ± 0.1113.804 (5)
120 hLab0.182 (0.030–0.441)0.717 (0.244–1.262)1.135 ± 0.2081.318 (4)
PH0.229 (0.022–0.660)0.979 (0.229–1.942)1.070 ± 0.2161.217 (4)
TX1.966 (1.162–2.859)6.312 (4.642–8.142)1.331 ± 0.1363.238 (5)
No larval mortality was observed in the population TX at 48 h.
Table 5. Resistance of S. exigua against eleven insecticides combining with SeMNPV.
Table 5. Resistance of S. exigua against eleven insecticides combining with SeMNPV.
InsecticidePopulationLC50 (mg/L) (95% CI)Slope ± SEχ2 (df)RR aFold b
Chlorfenapyr
+ SeMNPV (LC25)
Lab0.319 (0.254–0.392)1.808 ± 0.1714.046 (5)0.590.59
PH0.319 (0.220–0.424)1.391 ± 0.1622.432 (5)0.590.08
TX2.204 (1.889–2.575)2.607 ± 0.2162.396 (5)4.100.62
Indoxacarb
+ SeMNPV (LC25)
Lab0.239 (0.182–0.323)1.345 ± 0.1733.189 (4)1.931.93
PH0.488 (0.358–0.659)1.630 ± 0.1535.319 (5)3.940.35
TX0.577 (0.491–0.677)2.240 ± 0.1754.433 (5)4.650.29
Chlorantraniliprole
+ SeMNPV (LC25)
Lab0.334 (0.258–0.420)1.591 ± 0.1604.333 (5)2.832.83
PH0.048 (0.027–0.071)1.242 ± 0.1704.273 (5)0.410.10
TX1.065 (0.791–1.437)1.818 ± 0.1467.389 (5)9.030.40
Cyantraniliprole
+ SeMNPV (LC25)
Lab1.107 (0.839–1.520)1.208 ± 0.1351.971 (5)0.930.93
PH0.381 (0.274–0.514)1.742 ± 0.1695.575 (5)0.320.15
TX0.572 (0.435–0.734)1.278 ± 0.1471.904 (4)0.480.56
Spinosad
+ SeMNPV (LC25)
Lab0.699 (0.516–1.022)1.183 ± 0.1404.620 (5)1.261.26
PH0.557 (0.432–0.740)1.354 ± 0.1412.798 (5)1.000.83
TX0.465 (0.358–0.599)1.180 ± 0.1204.339 (5)0.840.67
Spinetoram
+ SeMNPV (LC25)
Lab0.035 (0.019–0.051)1.277 ± 0.1773.374 (5)0.610.61
PH0.270 (0.215–0.332)1.826 ± 0.1781.841 (5)4.740.31
TX0.142 (0.109–0.175)1.890 ± 0.2001.327 (5)2.490.38
Emamectin benzonate
+ SeMNPV (LC25)
Lab0.094 (0.044–0.174)0.525 ± 0.1170.905 (5)2.142.14
PH0.125 (0.086–0.166)1.562 ± 0.1870.976 (5)2.840.06
TX0.379 (0.306–0.458)1.936 ± 0.1840.669 (5)8.610.81
Chlorfluazuron
+ SeMNPV (LC25)
Lab0.049 (0.021–0.082)0.797 ± 0.1312.381 (5)0.200.20
PH0.237 (0.177–0.303)1.602 ± 0.1693.559 (5)0.960.16
TX1.080 (0.715–1.625)2.168 ± 0.2347.577 (4)4.370.80
Lufenuron
+ SeMNPV (LC25)
Lab0.361 (0.218–0.634)1.102 ± 0.1377.050 (5)0.940.94
PH0.367 (0.240–0.506)1.221 ± 0.1492.862 (5)0.960.21
TX1.099 (0.856–1.436)1.391 ± 0.1463.014 (5)2.872.16
Hexaflumuron
+ SeMNPV (LC25)
Lab0.145 (0.088–0.217)0.823 ± 0.1272.456 (5)0.530.53
PH0.130 (0.087–0.176)1.508 ± 0.1861.393 (5)0.480.37
TX0.415 (0.297–0.570)1.880 ± 0.1924.703 (4)1.520.73
Methoxyfenozide
+ SeMNPV (LC25)
Lab0.171 (0.138–0.209)2.071 ± 0.2062.946 (5)0.360.36
PH0.141 (0.085–0.203)1.159 ± 0.1534.133 (5)0.300.16
TX0.739 (0.617–0.883)2.376 ± 0.2172.938 (5)1.560.83
a RR = resistance ratio (LC50 of the insecticide against three populations with SeMNPV infection/LC50 of the insecticide against the Lab population without SeMNPV infection), b Fold = RR of the insecticide combining with SeMNPV/RR of the insecticide.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Zhou, S.; Zhang, J.; Lin, Y.; Li, X.; Liu, M.; Hafeez, M.; Huang, J.; Zhang, Z.; Chen, L.; Ren, X.; et al. Spodoptera exigua Multiple Nucleopolyhedrovirus Increases the Susceptibility to Insecticides: A Promising Efficient Way for Pest Resistance Management. Biology 2023, 12, 260. https://doi.org/10.3390/biology12020260

AMA Style

Zhou S, Zhang J, Lin Y, Li X, Liu M, Hafeez M, Huang J, Zhang Z, Chen L, Ren X, et al. Spodoptera exigua Multiple Nucleopolyhedrovirus Increases the Susceptibility to Insecticides: A Promising Efficient Way for Pest Resistance Management. Biology. 2023; 12(2):260. https://doi.org/10.3390/biology12020260

Chicago/Turabian Style

Zhou, Shuxing, Jinming Zhang, Ya Lin, Xiaowei Li, Min Liu, Muhammad Hafeez, Jun Huang, Zhijun Zhang, Limin Chen, Xiaoyun Ren, and et al. 2023. "Spodoptera exigua Multiple Nucleopolyhedrovirus Increases the Susceptibility to Insecticides: A Promising Efficient Way for Pest Resistance Management" Biology 12, no. 2: 260. https://doi.org/10.3390/biology12020260

APA Style

Zhou, S., Zhang, J., Lin, Y., Li, X., Liu, M., Hafeez, M., Huang, J., Zhang, Z., Chen, L., Ren, X., Dong, W., & Lu, Y. (2023). Spodoptera exigua Multiple Nucleopolyhedrovirus Increases the Susceptibility to Insecticides: A Promising Efficient Way for Pest Resistance Management. Biology, 12(2), 260. https://doi.org/10.3390/biology12020260

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop