Abstract
Target-site mutations and changes in insect metabolism or behavior are common mechanisms in insecticide-resistant insects. The co-occurrence of such mechanisms in a pest strain is a prominent threat to their management, particularly when alternative compounds are scarce. Pyrethroid resistance among stored grain weevils (i.e., Sitophilus spp.) is an example of a long-standing concern, for which reports of resistance generally focus on a single mechanism in a single species. Here, we investigated pyrethroid resistance in maize and rice weevils (i.e., Sitophilus zeamais and S. oryzae), exploring potential knockdown resistance (kdr) mutations in their sodium channels (primary site for pyrethroid actions) and potential changes in their detoxification and walking processes. Resistance in pyrethroid-resistant rice weevils was associated with the combination of a kdr mutation (L1014F) and increases in walking and detoxification activities, while another kdr mutation (T929I) combined with increases in walking activity were the primary pyrethroid resistance mechanisms in maize weevils. Our results suggest that the selection of pyrethroid-resistant individuals in these weevil species may result from multiple and differential mechanisms because the L1014F mutation was only detected in Latin American rice weevils (e.g., Brazil, Argentina and Uruguay), not in Australian and Turkish rice weevils or Brazilian maize weevils.
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Introduction
The overuse of dichlorodiphenyltrichloroethane (i.e., DDT) up to the 1980’s and more recently of other synthetic insecticides (e.g., pyrethroids) for controlling stored product insect pests has contributed to the selection of insecticide-resistant strains, leading to severe economic losses in storage facilities worldwide. Regarding the pyrethroid insecticides, the resistance management is complicated because resistance occurs in a variety of forms, including reduced insecticide penetration, metabolic resistance (through detoxification enzymes), behavioral resistance and target-site alterations1,2. Although the pyrethroid insecticides exert their toxicity primarily by disrupting the function of the voltage-gated sodium channels in excitable cells3,4,5,6,7,8, these compounds also have secondary action targets (e.g., ionic imbalance and osmoregulatory dysfunction) that contribute to their activity9,10,11.
Multiple and distinct pyrethroid resistance mechanisms have been investigated in toxicological studies with focus on the contribution of the major mechanism, which includes target-site mutations (known as knockdown “kdr” resistance) and/or metabolic-based resistance12,13,14,15,16,17. The co-occurrence of distinct and multiple pyrethroid resistance mechanisms threatens resistance management strategies, with the threat particularly acute when alternative compounds are scarce, as is the case with stored grain weevils. Thus, it is essential to evaluate the potential of other classes of insecticides such as neonicotinoids, oxidiazines and spinosyns to control resistance populations of stored grain weevils.
Most of the losses in stored grains are caused by insect pests among which the grain weevils of the genus Sitophilus (e.g., the maize weevil Sitophilus zeamais Motsch. and the rice weevil Sitophilus oryzae L.) are particularly destructive18,19. The maize weevils, Sitophilus zeamais Motsch., and the rice weevil, Sitophilus oryzae L., are cosmopolitan and a major concern in tropical and subtropical regions, conditions that also occur in the Neotropical region20,21. Despite the economic importance of insecticide resistance in stored grain insect pests in general and grain weevils in particular22,23, studies on insecticide resistance are relatively limited for grain weevil species and do not usually explore the underlying molecular basis of the phenomenon24,25,26.
The mechanisms of pyrethroid resistance in the maize weevil S. zeamais as well as the fitness cost associated with it have been investigated20,25,27,28 but not those of the rice weevil. These studies with the maize weevil suggest that the primary resistance mechanism involves a single mutation in sodium channels (i.e., the kdr mutation T929I) that reduces the susceptibility to pyrethroids27, with secondary involvement of increased detoxification by glutathione-S-transferases28. However, this single mutation alone does not explain the high levels of resistance observed in maize weevil strains, and therefore, additional effort is required to understand the molecular basis of the resistance mechanisms involved in this species. The rice weevil is the subject of even greater neglect but also deserves attention because of the importance as a pest species and the relatively close phylogenetic relationship with the maize weevil29,30,31. Besides the resistance to insecticides resulting from the target site and metabolic alterations, other mechanisms associated with behavioral modification such as change in locomotory parameters have been reported in aphids32 and Sitophilus spp.33,34 but still need confirmation.
Thus, the present study was conducted to assess the physiological (e.g., occurrence of mutations in the sodium channel gene and activities of metabolic enzymes) and behavioral mechanisms (e.g., changes in walking patterns) of pyrethroid resistance in the maize and rice weevils (S. zeamais and S. oryzae, respectively). A series of toxicity, enzymatic, molecular and behavioral bioassays were conducted with a diverse and representative set of populations from both weevil species to achieve this objective. Our findings clearly demonstrated diversity and convergence of mechanisms involved in the pyrethroid resistance among strains of both species of grain weevils.
Results
Concentration-mortality bioassays
The probit model satisfactorily described the concentration-mortality data (goodness-of-fit tests exhibited low χ2-values [<9.5] and high P-values [>0.05]). The resistance ratios were estimated relative to the LD50 for the most susceptible strain for each insecticide (Tables 1 and 2). Based on the LD50 values obtained for the 14 maize weevil strains, the pyrethroid lambda-cyhalothrin and the neonicotinoid thiamethoxam were the most potent (i.e. lowest LD50 values) insecticides followed by the neonicotinoid imidacloprid and the spynosin spinosad (Table 1). Furthermore, the most susceptible maize weevil strain varied with insecticide. Individuals from E. S. Pinhal-SP were the most susceptible to both neonicotinoid insecticides (i.e., thiamethoxam and imidacloprid); while individuals from Teresina-PI (for the pyrethroid lambda-cyhalothrin) and Cristalina-GO (for the spynosin spinosad) were the most susceptible to other insecticides (Table 1). Regarding the pyrethroid insecticide lambda-cyhalothrin, and based on the 95% confidence intervals for resistance ratios (RR), five strains (total of 14) exhibited moderate to high resistance (i.e., RR > 5.0; Table 1). No resistance was found for spinosad, with the resistance ratios (RR) all below 2.8. Regarding the neonicotinoid insecticides, only three populations (Amambai-MS, Piracicaba-SP and Sao João-PR) exhibited (low) resistance levels to imidacloprid with resistance ratios (RR) between 2.7 and 3.6, while six populations (Amambai-MS, Balsas-MA, Ipojuca-PE, Jacarezinho-PR, Juiz de Fora-MG and Piracicaba-SP) exhibited low levels of thiamethoxam resistance (RR between 2.5 and 3.8). Generally, resistance to both neonicotinoids was either absent or very low among the strains tested.
The comparisons of the pyrethroid susceptibilities between the rice weevil strains (i.e., SoPyrTol and SoPyrR) revealed differential susceptibilities to deltamethrin (RR = 2.7 [2.2–3.3]-fold) and lambda-cyhalothrin (RR = 14.5 [10.2–20.6]-fold). When these levels of pyrethroid susceptibility in rice weevils were compared with that of the SzSusc strain (i.e., the S. zeamais strain that is pyrethroid susceptibility pattern), their differential susceptibility to pyrethroids was more evident (Table 2). Furthermore, the pyrethroid-selected strain of maize weevils (SzPyrSel: RR = 9.5 [7.8–11.5]) and of rice weevils (SoPyrTol: RR = 7.6 [6.3–9.6] and SoPyrR: RR = 3.9 [3.2–4.8]) exhibited moderately high resistance ratios to indoxacarb. Both neonicotinoid (i.e., thiamethoxam and imidacloprid) and spinosad insecticides exhibited high toxicity to the four strains, regardless of their pyrethroid resistance status.
knock-down (kdr) mutations conferring pyrethroids resistance
The use of degenerate primers designed against conserved regions of para sodium channel gene sequences of different insects species, followed by the use of specific primers designed based on the obtained sequences, allowed the amplification and cloning of total fragments of 6129 and 6024 bp of the para sodium channel genes of the maize and rice weevils, respectively (GenBank accession: S. zeamais: MG813771; S. oryzae: MG813770). The encoded amino acid sequences of these fragments are available in Supplementary Fig. 1. The analysis of sequence homology using the BLAST interface (NCBI) showed the total sequenced fragments had high similarity (over 90% direct amino acid identity) to other insects particularly among coleopterans, including the red flour beetle Tribolium castaneum, the mountain pine beetle Dendroctonus ponderosae and the pollen beetle Meligethes aeneus.
The sequenced fragments from both grain weevil species contained features that are characteristic of voltage gated sodium channels, including four homologous domains with each domain containing six transmembrane segments: (1) the voltage sensor region S4 of each domain has four to seven basic amino acid residues, arginine or lysine, separated by two neutral amino acid residues35; (2) four conserved amino acid residues (DEKA) located in loops between S5 and S6 of domains I, II, III and IV, respectively, and known to be critical for sodium selectivity36; and (3) the conserved motif (MFM) found at the linker between domains III and IV of sodium channels and playing a critical role in the fast inactivation of the channel37. The examination of the cDNA sequences from pooled individuals revealed the existence of only two mutations within the domain II region that were previously associated with kdr resistance in several other insect species (Fig. 1). One point mutation resulting from a leucine to phenylalanine (L1014F) amino acid substitution was found at the IIS6 region for S. oryzae, and one point mutation within the same region that resulted in a threonine to isoleucine mutation (T929I) was found within IIS5 for S. zeamais (numbering is based on the housefly Musca domestica sequence).
Specific primers (SZ2 and SZ3) were used in the analysis of genomic DNA of fifteen individual insects from each population to screen for the existence/absence of the mutations found in the populations used (Table 3). The results showed that the T929I mutation was present and homozygous in all fifteen individuals sequenced from the SzPyrSel strain, whereas the mutation was present as heterozygous in lower frequencies only in the two other Brazilian strains of S. zeamais (i.e., SzPyrR1 and SzPyrR1). The mutation T929I was not found in the other strains of S. zeamais screened in our study. The L1014F mutation was present in all strains of S. oryzae from Brazil, Argentina and Uruguay but was not detected in the strains of either Australia or Turkey (Table 3). This mutation was homozygous in only two strains (Viçosa1-MG and São Borja-RS).
Metabolic resistance to pyrethroid in rice but not in maize weevils
The bioassays with synergists (i.e., PBO, TPP, and DEM) revealed distinct involvement of the detoxification enzymes among the weevil strains (i.e., SzPyrSel, SoPyrR and SoPyrTol) that expressed a kdr mutation (Fig. 2). The mortality recorded for the synergists alone (at 1 mg/mL) was never higher than 3%, not differing from the negative control (i.e., insects not exposed to any insecticide or synergists). For the maize weevil strain highly resistant to pyrethroids SzPyrSel (i.e., expressing the kdr mutation T929I), the mortality levels obtained for the synergized insecticides were never higher than 25%, even at pyrethroid concentrations 100-fold higher than the LD50 for the maize weevil susceptible strain (SzSusc) (Fig. 2A). However, it is worth to note that the synergists DEM and TPP significantly increased (F = 5.78; df = 6; P = 0.001) the mortality caused by lambda-cyhalothrin while TPP significantly reduced (F = 4.63; df = 6; P = 0.0023) the mortality by deltamethrin in SzPyrSel (Fig. 2A).
Regarding the pyrethroid-resistant rice weevil strains, while PBO and TPP synergists significantly increased the mortality caused by deltamethrin (F = 25.14; df = 6; P = 0.0002) and lambda-cyhalothrin (F = 16.9; df = 6; P = 0.003) in the SoPyrR strain (Fig. 2B), the mortality levels of SoPyrTol increased when both pyrethroids (i.e., deltamethrin [F = 125.21; df = 6; P = 0.0001] and lambda-cyhalothrin [F = 44.94; df = 6; P = 0.0001]) were synergized with TPP (Fig. 2C). Furthermore, high mortality was also recorded for SoPyrTol individuals when deltamethrin was synergized by PBO and when lambda-cyhalothrin was synergized by DEM (Fig. 2C). However, even with synergist use, the complete suppression of pyrethroid resistance was not achieved (i.e., 100% mortality was not reached).
Enhanced detoxification in pyrethroid resistant rice weevils but not in resistant maize weevils
The oxidase (df = 3; F = 9.8; P = 0.005) and GST (df = 3; F = 0.7; P = 0.04) activities only exhibited significant differences between weevil species (i.e., S. zeamais and S. oryzae) (Fig. 3A,B). However, when the activities of these enzymes were compared between strains of the same species (i.e., between SzSusc and SzPyrSel for maize weevils and between SoPyrTol and SoPyrR for rice weevils), no significant differences were observed (Fig. 3A,B). Furthermore, no significant differences were observed for the activity of general esterases (df = 3; F = 1.8; P = 0.22; Fig. 3C).
Altered and divergent walking activity in pyrethroid resistant weevil species
Multivariate analysis of variance for the walking parameters recorded for the four weevil strains (i.e., the maize weevil strains SzPyrSel and SzSusc and the rice weevil strains SoPyrR and SoPyrTol) revealed significant differences only for the strains (dfnum/den = 24/782; Wilks’ lambda = 0.7848; F = 2.34; P < 0.0003) and the interactions between strains and insecticides (dfnum/den = 12/592; Wilks’ lambda = 0.6637; F = 8.28; P < 0.001). Significant locomotory alterations induced by the insecticide treatments were found for walked distance (df = 3; F = 2.46; P = 0.025) and walking time (df = 3; F = 5.49; P < 0.001; Fig. 4). Insects from SzPyrSel and SoPyrTol strains walked longer distances (Fig. 4A) and faster (Fig. 4B) when challenged by the pyrethroid exposure. However, insects from the SoPyrR strain walked slower and for shorter distances when challenged with either insecticide (e.g., deltamethrin or lambda-cyhalothrin) (Fig. 4A,B). The pyrethroid-susceptible standard strain of maize weevil (i.e., SzSusc) did not exhibit any significant modification in walking parameters with insecticide exposure (P > 0.05).
Discussion
The frequent and indiscriminate use of synthetic insecticides for the control of stored product insect pests contributes to the selection of stored grain weevils (i.e., Sitophilus spp.) exhibiting high levels of pyrethroid resistance. Here, by completely sequencing and characterizing the para-orthologous sodium channel gene and by performing biochemical (e.g., synergism and detoxification enzymes) and behavioral (e.g., walking activities) assays with strains of rice and maize weevils, we recognized multiple and distinct mechanisms that conferred pyrethroid resistance in both species. The present investigation demonstrated for the first time the contribution of a kdr mutation (e.g., L1014F) to pyrethroid resistance among strains of the rice weevil. The L1014F mutation was not detected in Australian or Turkish rice weevil strains or in 14 Brazilian strains of maize weevil surveyed. By contrast, high pyrethroid resistance was detected in Brazilian strains of the maize weevil with the associated occurrence of another (super) kdr mutation (i.e., T929I), which apparently is a primary pyrethroid resistance mechanism among these strains.
Target-site insensitivity, increased (enzymatic) detoxification and behavioral changes are prominent mechanisms in insect resistance to pyrethroids. In terms of target-site insensitivity, drastic reductions in the sodium channel sensitivity to pyrethroids are often related to one or a few kdr mutations in the sodium channel gene38,39,40,41. These mutations and the associated pyrethroid resistance profoundly affect the management not only of human disease vectors (e.g., mosquitoes) but also of several important insect pests of agriculture and stored products, including grain weevils. The presence of the kdr mutation L1014F in all investigated Latin American strains of rice weevil (i.e., Brazil, Argentina and Uruguay) and the absence in strains from Turkey and Australia might be due to high selection pressure exerted by DDT (up to the 1980’s) and pyrethroid insecticide applications since the 1980’s in Latin America42,43. However, the absence of the L1014F mutation among Brazilian maize weevils is intriguing. Although both weevil species have overlapping distributions in southern part of Brazil and are subjected to similar selection pressures29, their evolutive and demographic histories are independents as the two weevil species split around 8.5 million years ago30,31, suggesting that the mutations based resistance in the Sitophilus species was generated by independent evolution events.
Lending more complexity to the management of maize weevils in the Brazilian scenario, the full-length molecular characterization of the laboratory-selected pyrethroid-resistant and the two other originally field-collected strains with pyrethroid resistance revealed only the occurrence of the T929I mutation, which is considered a more potent form of resistance (i.e., super-kdr) by affecting interactions of both DDT and pyrethroids with the insect sodium channels12,40,44. Although the T929I mutation in pyrethroid-resistant insects has generally been reported in association with other kdr mutations45,46,47,48,49, the mutation is also reported alone in several pyrethroid-resistant insect species27,50,51,52,53. The T929I has previously been detected in low frequency in Brazilian field-collected strains of maize weevil27, but our results with the laboratory-selected pyrethroid resistant strain (i.e., SzPyrSel) indicated that the T929I mutation can be selected independently of other more common mutations (e.g., L1014F), causing an increased level (i.e., higher than 2500-fold) of pyrethroid resistance without causing any functional impairment to the sodium channel, as was initially proposed45.
Thus, our findings for the laboratory-selected pyrethroid-resistant maize weevil strain SzPyrSel confirm the high resistance levels conferred by the T929I mutation and support the results of previous electrophysiological studies demonstrating that this substitution in the sodium channel confers high insensitivity to DDT and several type I and type II pyrethroids8,54,55. Therefore, as the T929I mutation increases in frequency in Brazilian maize weevil strains, the management of this pest will be seriously compromised in the country. However, the decrease in pyrethroid resistance levels recorded for the Brazilian maize weevil strains (i.e., SzPyrR1 and SzPyrR2) after a few years of laboratory rearing without insecticide exposure raises questions about the costs and fixation of such a mutation under natural selection conditions.
In the present investigation, the rice weevil strains also exhibited metabolic-based resistance confirmed by the synergism bioassays and due to increased detoxification by cytochrome P450 and GST. Increased activity of detoxification enzymes, in the presence or absence of target-site alterations, is a well-known biochemical mechanism of insecticide resistance56 and the three enzyme groups investigated in our study are the most commonly involved in resistance to several insecticides in different insect species. In fact, increases in GST levels can attenuate pesticide-mediated oxidative stress57 and play an important role in insecticide resistance58. The involvement of monooxygenases in pyrethroid resistance has been clearly demonstrated59. The role of detoxification enzymes in pyrethroid resistance has not been previously investigated in the rice weevil; however, increased detoxification as a resistance mechanism has been explored among Brazilian strains of the maize weevil20,25,33,60 and increases in glutathione-S-transferase activity are associated with pyrethroid resistance. However, this resistance mechanism is apparently of secondary importance to altered target-site sensitivity58, which is consistent with our results for the maize weevil strain SzPyrSel, which did not exhibit increased detoxification activity.
Behavioral resistance to pyrethroids may also occur in addition to target site and metabolic resistance mechanisms. As an example, changes in locomotory activity are reported in the maize weevil61,62,63,64. Here, we detected that pyrethroid exposure led to an increase in walking activity in the two weevil strains (i.e., the S. zeamais SzPyrSel and the S. oryzae SoPyrTol). Similar increases in walking activities were previously described for the maize weevil strains SzPyrR1 and SzPyrR2 when exposed to the pyrethroid cypermethrin65. By increasing walking activity, insects may quickly evade contaminated areas, which is a common strategy to minimize exposure to natural and synthetic insecticides33,34,61,64,66,67. Indeed, reductions in walking activities were recorded for individuals of the pyrethroid-resistant rice weevil strain (SoPyrR) when exposed to pyrethroids, suggesting distinct contributions of such behavioral mechanisms to pyrethroid resistance among stored grain weevil species.
Our results confirmed the resistance to pyrethroids in Brazilian strains of the maize weevil, as previously reported20,68 and identified pyrethroid resistance among strains of the rice weevil. Indoxacarb resistance is also reportedly associated with pyrethroid resistance in maize weevils, suggesting potential metabolic-based cross-resistance between these compounds33 because the mutations found here are not part of the indoxacarb binding site on sodium channels69,70,71. Furthermore, the moderate levels of resistance to neonicotinoids detected in the maize weevil strains were not expected because these two compounds are not used as grain protectants in Brazil, although they are reported in stored product pest insects72. Although in the initial stages, the resistance to other groups of insecticides adds to the justified concern with the phenomenon among stored grain pest species (and in grain weevils in particular), further highlighting the requirement for alternative management approaches in storage facilities.
In summary, our results provide evidence of multiple mechanisms of pyrethroid resistance among Brazilian strains of maize and rice weevils with the prevalence of altered target-site sensitivity. Emerging resistance to different groups of insecticides, even to those compounds not used in stored products and therefore likely from field use, is an additional challenge for the sustainable management of these pest species in the future. Nonetheless, more effort is required to recognize the broad patterns of co-occurrence of resistance mechanisms among grain weevils and other economically important stored products pests.
Materials and Methods
Insect populations
Strains of the maize weevil S. zeamais were collected from representative maize producing regions in Brazil (Table S1). Additionally, we also used three laboratory strains with levels of pyrethroid resistance previously described elsewhere20,25,60,73,74. We used the laboratory strain originally collected from the Maize and Sorghum Research Center of the Brazilian Agriculture Research Corporation (EMBRAPA Milho & Sorgo, Sete Lagoas, state of Minas Gerais, Brazil), which is a standard pyrethroid-susceptible strain (named hereafter SzSusc), and two DDT and pyrethroid-resistant populations from the regions of Jacarezinho-PR (SzPyrR1) and Juiz de Fora-MG (SzPyrR2). All strains were reared in glass containers under controlled conditions (25 ± 2 °C, 70 ± 10% relative humidity, 14:10 h lighting regime [D:L]) on insecticide-free maize grains. Furthermore, we also used a laboratory strain that was selected for pyrethroid resistance (SzPyrSel), which was obtained from at least 50 live, unsexed individuals from each of the above mentioned strains (i.e., for a total of 1000 live insects) that were submitted to insecticide selection pressure for 15 generations using the pyrethroid insecticide deltamethrin. After this selection pressure, the resistance of the SzPyrSel strain to pyrethroids increased more than 2500-fold compared with that of the susceptible standard strain (i.e., SzSusc).
For the rice weevils, we used one strain that was originally collected in a rice storage facility from the county of Cascavel (state of Paraná, Brazil) and another one collected at the harbor of Santos (county of Santos, state of São Paulo, Brazil) in rice carriers containing grains originally produced in Argentinian rice fields. Because the individuals of the Cascavel strain were more susceptible to pyrethroids than those of the Argentinian strain, they are hereafter termed SoPyrTol (Cascavel) and SoPyrR (Argentina) strains. Additionally, for the molecular characterization, we also used rice weevil strains field-collected from 12 locations around the globe (i.e., Brazil [5], Australia [4], Turkey [2] and Uruguay [1]). Once collected, these materials were kept in 95% ethanol at −20 °C until used.
All the insect populations used were subjected to identification using molecular identification with species-specific primers designed in the cytochrome oxidase subunit I as described in29.
Concentration-mortality bioassays
Concentration-mortality bioassays were performed with the maize and rice weevil strains using six insecticide formulations as follow: the pyrethroids deltamethrin (Decis, 25 g/L, Bayer CropScience, Belford Roxo-RJ, Brazil) and lambda-cyhalothrin (Karate Zeon, 50 g/L, Syngenta Proteção de Cultivos Ltda, Paulínia–SP, Brazil); the neonicotinoids imidacloprid (Evidence, 700 g/kg, Bayer CropScience, Belford Roxo-RJ, Brazil) and thiamethoxam (Actara, 250 g/kg, Syngenta Proteção de Cultivos Ltda, Paulínia–SP, Brazil); the spynosin spinosad (Tracer, 480 g/L, Dow Agro Sciences Industrial Ltda, Guaíra–SP, Brazil); and the oxadiazine indoxacarb (Rumo, 300 g a.i./L, DuPont do Brasil S.A., Barueri-SP, Brazil). The bioassays were conducted in a completely randomized design following previously described methods33,75. Briefly, the insecticide solutions (with distilled and deionized water as the solvent) were sprayed at a rate of 1 mL (insecticide) of emulsion on 200 g of maize grains placed in a rotary stainless steel container to homogenize the grains during the application. An artist’s airbrush (Sagyma SW440A; Yamar Brazil, São Paulo, SP, Brazil) coupled with an air pump (Prismatec 131A Tipo 2VC; Itu, SP, Brazil) was used for spraying the insecticide solutions at a pressure of 0.7 kgf/cm2. The grains were allowed to dry in the container for one h. Control grains were treated only with distilled and deionized water. Five replicates were used, each consisting of 20 g of insecticide-treated maize grains (placed in 20-mL glass vials) and 20 non-sexed adult weevils (<one-week-old). After 24 h of exposure, the mortality was recorded. Insects were considered dead when unable to walk when prodded with a fine hairbrush. At least six different insecticide concentrations were used to estimate each concentration-mortality curve.
Synergism bioassays
The synergism bioassays were performed with the maize (i.e., SzPyrSel) and rice weevil (i.e., SoPyrR and SoPyrTol) strains that exhibited the highest pyrethroid resistance level in the concentration-mortality bioassays. In these synergism bioassays, we used the pyrethroid insecticides deltamethrin and lambda-cyhalothrin. The two insecticides were synergized following methods described by Ribeiro, et al.20 using three different compounds: triphenyl phosphate (an esterase inhibitor), diethyl maleate (a glutathione S-transferase inhibitor) and piperonyl butoxide (an inhibitor of cytochrome P450-dependent monooxygenases and esterases). Acetone was used to dissolve the synergists, and 1 mL of the synergist solutions (1 mg/mL) was applied to the inner walls of 20-mL vials and left to dry by rotation. Twenty unsexed adults were transferred to each vial and left in contact with the synergist for one hour before exposing the insects to insecticide-treated maize grains as described before. Because the mortality results obtained for individuals from the SzPyrSel strain did not allow any concentration-response curve (because of the high resistance level), we exposed the individuals of this strain to a pyrethroid concentration of 68 mg/kg for deltamethrin and 71 mg/kg for lambda-cyhalothrin, corresponding to 100-fold increases in the LD50 obtained for the pyrethroid susceptible standard strain (i.e., SzSusc).
Cloning of sequences encoding the para-orthologous sodium channel gene
Total RNA was extracted from pools of 20–35 adult individuals (either maize or rice weevils) using Trizol (Thermo Fisher Scientific Inc., Waltham, MA, USA) and following the manufacturer’s instructions. Extracted RNA was further purified using DNA-free DNase treatment and removal reagent (Ambion) to remove genomic DNA. The quality and quantity of RNA pools were assessed by running an aliquot on a 1.2% agarose gel and also by spectrophotometry (NanodropTechnologies). The RNA, 5 μg, was then used for first strand cDNA synthesis using Superscript III and oligo(dT) (Invitrogen) according to the manufacturer’s instructions. The prepared cDNA was subsequently used in polymerase chain reaction (PCR) initially using degenerate primers designed against conserved regions of sequences of the para sodium channel gene from different insect species (Musca domestica AY834743; Drosophila melanogaster M32078.1; Brassicogethes aeneus KJ699123.1; Tribolium castaneum XM962937 and XM962927.2; Leptinotarsa decemlineata AF114489.1; Dendroctonus ponderosae XM_019909635.1 and Blattella germanica BGU73584). Subsequent PCR was performed using specific primers designed based on the fragments sequenced (Fig. 1A and Table 4). Amplification of cDNA fragments by PCR was performed in a 25 μL mixture including 1 μL of template DNA, 1 μL of each primer (10 μM), 12.5 μL of GreenTaq (Fermentas) and 9.5 μL of sterile distilled water. PCR cycling consisted of an initial denaturation at 94 °C for 90 s, followed by 35 cycles of 94 °C for 30 s, 48–58 °C for 45 s and 72 °C for 90–120 s and a final cycle of 7–10 min at 72 °C.
PCR products were separated by agarose gel (1.2%) electrophoresis in 1× TBE buffer. The desired DNA fragments were recovered from gel slices using the Wizard SV gel and PCR clean up System from Promega. The isolated fragments were cloned using StellarTM Competent Cells (Clontech, SP, Brazil) according to the manufacturer’s instructions. Plasmid DNA was sent to Macrogen Inc. (Macrogen Inc., Seoul, S. Korea) for sequencing using standard T3/T7 primers. To amplify the region IIS4-IIS6 of the fragment encompassing the L1014F and T929I mutations, individual genomic DNA was used in a two-step nested PCR with the specific primers SZ1 and SZ3 used in primary PCR and SZ2 and SZ4 used in secondary PCR and 15–20 individuals from each population were used to determine the frequency of each mutation.
Biochemical assays
Biochemical assays for general esterases, glutathione-S-transferase (GST) and cytochrome P450 were conducted following Hemingway, et al.76 with some modifications. Five replicates of 20 adult insects each were used for these assays. The insects were homogenized in 3.0 mL of phosphate buffer (0.1 M, pH 7.5) and Triton-X100 (0.3%). The homogenates were centrifuged at 10,000 rpm and 4 °C for 15 min and the resulting supernatant was used as the enzyme source. General esterase activity was determined in 96-well microplates using α-naphthyl acetate as substrate77. Three aliquots of 50 µL of enzyme preparations were pipetted into separate wells. The reaction started with the addition of α-naphthyl acetate 0.3 mM solution. After 15 min of incubation at 30 °C, 50 µL of dizablue laurylsulfate of sodium (DBLS) solution was added to each well to stop the reaction. The mixture was left for 15 min at room temperature, and the enzyme activity was read at 600 nm. Absorbance levels were compared with a standard curve of absorbance for known concentrations of α-naphthol. GST activity was measured using 1-chloro-2,4-dinitrobenzene (CDNB) (Sigma Aldrich) as the substrate78 by adding into a 2.5 mL quartz cuvette 1760 µL of phosphate buffer (0.1 M, pH 7.5), 200 µL of enzyme solution, 20 µL of 150 mM CDNB solution, and 20 µL of 150 mM GSH solution. Absorbance was measured continuously every 30 s during 90 s at 340 nm using a spectrophotometer (UV 1800; Shimadzu Corp., Kyoto, Japan).
The cytochrome P450 activity was measured using the haem-peroxidase assay, which is an indirect measure of cytochrome P45079. The haem content of the weevil samples was measured by transferring three aliquots of 20 µL of enzyme preparations into separate wells and adding 60 µL of potassium phosphate buffer (1M, pH 7.2), 200 µL of TMBZ solution, and 25 µL of hydrogen peroxide (3%). The mixture was left for 30 min at room temperature. Absorbance was read at 650 nm, and the content values were determined via standard curve of absorbance for known concentrations of cytochrome C.
Behavioral bioassays
Behavioral bioassays were conducted in arenas fully treated with insecticide (deltamethrin and lambda-cyhalothrin), as previously described elsewhere for other insecticides33,68,74,80. Control treatments consisted of acetone only. Briefly, filter papers were impregnated with 1 mL of insecticide solution at a concentration corresponding to the determined LD50 of the susceptible standard strain (i.e., SzSusc or SoPyrTol) and after drying for 20 min were placed in Petri dishes (90 mm in diameter). The inner walls of each Petri dish were coated with Teflon PTFE (DuPont, Wilmington, DE) to prevent insect escape. The movement of each insect within the arena was recorded for 10 min using an automated video tracking system equipped with a charge-coupled device (CCD) camera (ViewPoint Life Sciences Inc., Montreal, CA). The parameters recorded were walked distance (cm), velocity (cm/s), and time spent walking (s) in the arena. Twenty insects were used for each population and insecticidal treatment. In each trial or replicate, the filter paper was replaced. The side of the arena on which the insect was released was randomly chosen in each trial.
Statistical analyses
Concentration-mortality data were subjected to probit analysis81, and 95% confidence intervals for resistance ratios were estimated following Robertson, et al.82 and considered significant when not including the value 1. Differences between synergized and unsynergized insecticides for a given population were analyzed using one way ANOVA followed by Tukey’s post hoc test. The overall results for walking activities were subjected to a two-way (insecticide treatment x population) multivariate analysis of variance (PROC GLM with MANOVA statement)81. The individual walking traits were subsequently subjected to a two-way (univariate) analysis of variance and Tukey’s honestly significant difference (HSD) test (P < 0.05) when appropriate (PROC GLM)81. The assumptions of normality and homoscedasticity were checked (PROC UNIVARIATE)81 and no data transformation was necessary.
Ethical approval
All applicable international, national, and institutional guidelines for the care and use of animals were considered in the present investigation.
Informed consent
All the authors of this manuscript accepted that the paper is submitted for publication in the Scientific Reports journal, and report that this paper has not been published or accepted for publication in another journal, and it is not under consideration at another journal.
Data Availability Statement
All data generated or analysed during this study are included in this published article (and its Supplementary Information files).
References
McKenzie, J. The biochemical and molecular bases of resistance: Application to ecological and evolutionary questions. Ecological and evolutionary aspects of insecticide resistance. Academic Press, Texas, USA [Links], 123–147 (1996).
McCaffery, A. R. Resistance to insecticides in heliothine Lepidoptera: a global view. Insecticide resistance: From mechanisms to management, 59–74 (1999).
Lund, A. E. Pyrethroid modification of sodium channel: current concepts. Pestic. Biochem. Physiol. 22, 161–168 (1984).
Vijverberg, H. P. & vanden Bercken, J. Neurotoxicological effects and the mode of action of pyrethroid insecticides. Crit. Rev. Toxicol. 21, 105–126 (1990).
Narahashi, T., Ginsburg, K., Nagata, K., Song, J.-H. & Tatebayashi, H. Ion channels as targets for insecticides. Neurotoxicology 19, 581–590 (1998).
Zlotkin, E. The insect voltage-gated sodium channel as target of insecticides. Annu. Rev. Entomol. 44, 429–455 (1999).
Smith, T. & Soderlund, D. Action of the pyrethroid insecticide cypermethrin on rat brain IIa sodium channels expressed in xenopus oocytes. Neurotoxicology 19, 823–832 (1998).
Vais, H., Williamson, M. S., Devonshire, A. L. & Usherwood, P. N. R. The molecular interactions of pyrethroid insecticides with insect and mammalian sodium channels. Pest management science 57, 877–888 (2001).
Clark, J. M. & Matsumura, F. Two different types of inhibitory effects of pyrethroids on nerve Ca− and Ca+ Mg-ATPase activity in the squid. Loligo pealei. Pestic. Biochem. Physiol. 18, 180–190 (1982).
Symonik, D. M., Coats, J. R., Bradbury, S. P., Atchison, G. J. & Clark, J. M. Effect of fenvalerate on metabolic ion dynamics in the fathead minnow (Pimephales promelas) and bluegill (Lepomis macrochirus). Bull. Environ. Contam. Toxicol. 42, 821–828 (1989).
Gutiérrez, Y., Santos, H. P., Serrão, J. E. & Oliveira, E. E. Deltamethrin-mediated toxicity and cytomorphological changes in the midgut and nervous system of the mayfly Callibaetis radiatus. PloS One 11, e0152383 (2016).
Davies, T., Field, L., Usherwood, P. & Williamson, M. A comparative study of voltage‐gated sodium channels in the Insecta: implications for pyrethroid resistance in Anopheline and other Neopteran species. Insect Molecular Biology 16, 361–375 (2007).
Hemingway, J., Hawkes, N. J., McCarroll, L. & Ranson, H. The molecular basis of insecticide resistance in mosquitoes. Insect biochemistry and molecular biology 34, 653–665 (2004).
O’Reilly, A. O. et al. Modelling insecticide-binding sites in the voltage-gated sodium channel. Biochemical Journal 396, 255–263 (2006).
Feyereisen, R. In Comprehensive Molecular Insect Science Vol. 4 (ed.Gilbert. et al.) 1–77 (Elsevier, 2005).
Li, X., Schuler, M. A. & Berenbaum, M. R. Molecular mechanisms of metabolic resistance to synthetic and natural xenobiotics. Annu. Rev. Entomol. 52, 231–253 (2007).
Kostaropoulos, I., Papadopoulos, A. I., Metaxakis, A., Boukouvala, E. & Papadopoulou-Mourkidou, E. Glutathione S–transferase in the defence against pyrethroids in insects. Insect biochemistry and molecular biology 31, 313–319 (2001).
Danho, M., Gaspar, C. & Haubruge, E. The impact of grain quantity on the biology of Sitophilus zeamais Motschulsky (Coleoptera: Curculionidae): oviposition, distribution of eggs, adult emergence, body weight and sex ratio. Journal of Stored Products Research 38, 259–266 (2002).
Rees, D. P. In Integrated Management of Insects in Stored Products (eds B.H. Subramanyam & D.W. Hagstrum) 1–40 (1996).
Ribeiro, B. M., Guedes, R. N. C., Oliveira, E. E. & Santos, J. P. Insecticide resistance and synergism in Brazilian populations of Sitophilus zeamais (Coleoptera: Curculionidae). Journal of Stored Products Research 39, 21–31 (2003).
Rossetto, C. J. The complex of Sitophilus spp (Coleoptera Curculionidae) in the State of São Paulo. Bragantia 28, 127–148 (1969).
Knight, A. L. & Norton, G. W. Economics of agricultural pesticide resistance in arthropods. Annu. Rev. Entomol. 34, 293–313 (1989).
Cowns, P. Management of resistance to insecticides in stored grain: Resistance risk and impact assessment. (1990).
Dyte, C. In 10. Session of the FAO Working Party of Experts on Pest Resistance to Pesticides, Rome (Italy), 23 Oct 1974. (FAO).
Guedes, R. N. C., Lima, J. G., Santos, J. P. & Cruz, C. D. Resistance to DDT and pyrethroids in Brazilian populations of Sitophilus zeamais Motsch. (Coleoptera: Curculionidae). Journal of Stored Products Research 31, 145–150 (1995).
Perez-Mendoza, J. Survey of insecticide resistance in Mexican populations of maize weevil, Sitophilus zeamais Motschulsky (Coleoptera: Curculionidae). Journal of Stored Products Research 35, 107–115 (1999).
Araujo, R. A., Williamson, M. S., Bass, C., Field, L. M. & Duce, I. R. Pyrethroid resistance in Sitophilus zeamais is associated with a mutation (T929I) in the voltage-gated sodium channel. Insect Molecular Miology 20, 437–445, https://doi.org/10.1111/j.1365-2583.2011.01079.x (2011).
Fragoso, D. B., Guedes, R. N. C. & Goreti A. Oliveira, M. Partial characterization of glutathione S-transferases in pyrethroid-resistant and -susceptible populations of the maize weevil. Sitophilus zeamais. Journal of Stored Products Research 43, 167–170, https://doi.org/10.1016/j.jspr.2006.04.002 (2007).
Corrêa, A. S., O de Oliveira, L., Braga, L. S. & Guedes, R. N. C. Distribution of the related weevil species Sitophilus oryzae and S. zeamais in Brazil. Insect Science 20, 763–770, https://doi.org/10.1111/j.1744-7917.2012.01559.x (2013).
Corrêa, A., Vinson, C., Braga, L., Guedes, R. & de Oliveira, L. Ancient origin and recent range expansion of the maize weevil Sitophilus zeamais, and its genealogical relationship to the rice weevil S. oryzae. Bulletin of Entomological Research 107, 9–20 (2017).
Silva, A. A. et al. Comparative cytogenetics and derived phylogenic relationship among Sitophilus grain weevils (Coleoptera, Curculionidae, Dryophthorinae). Comparative Cytogenetics 12, 223 (2018).
Fray, L. M. et al. Behavioural avoidance and enhanced dispersal in neonicotinoid‐resistant Myzus persicae (Sulzer). Pest Management Science 70, 88–96 (2014).
Haddi, K., Mendonça, L. P., Santos, M. F., Guedes, R. N. C. & Oliveira, E. E. Metabolic and behavioral mechanisms of indoxacarb resistance in the maize weevil Sitophilus zeamais. Journal of Economic Entomology 362–369 (2015).
Correa, Y. D. C. G., Faroni, L. R., Haddi, K., Oliveira, E. E. & Pereira, E. J. G. Locomotory and physiological responses induced by clove and cinnamon essential oils in the maize weevil Sitophilus zeamais. Pestic. Biochem. Physiol. 125, 31–37 (2015).
Catterall, W. A. Cellular and molecular biology of voltage-gated sodium channels. Physiological Reviews 72, S15–S48 (1992).
Zhou, W., Chung, I., Liu, Z., Goldin, A. L. & Dong, K. A voltage-gated calcium-selective channel encoded by a sodium channel-like gene. Neuron 42, 101–112 (2004).
Catterall, W. A. From ionic currents to molecular mechanisms: the structure and function of voltage-gated sodium channels. Neuron 26, 13–25 (2000).
Soderlund, D. M. Molecular mechanisms of pyrethroid insecticide neurotoxicity: recent advances. Archives of Toxicology 86, 165–181 (2012).
Silver, K. S. et al. In Advances in Insect Physiology Vol. 46 (ed. Cohen Ephraim) 389–433 (Academic Press, 2014).
Field, L. M., Davies, T. E., O’Reilly, A. O., Williamson, M. S. & Wallace, B. A. Voltage-gated sodium channels as targets for pyrethroid insecticides. Eur. Biophys. J. 46, 675–679 (2017).
Rinkevich, F. D., Du, Y. & Dong, K. Diversity and convergence of sodium channel mutations involved in resistance to pyrethroids. Pestic. Biochem. Physiol. 106, 93–100 (2013).
Murray, D. L. Cultivating crisis: The human cost of pesticides in Latin America. (University of Texas Press, 1994).
Nicholls, C. I. & Altieri, M. A. Conventional agricultural development models and the persistence of the pesticide treadmill in Latin America. Int. J. Sust. Dev. World 4, 93–111 (1997).
Zhorov, B. S. & Dong, K. Elucidation of pyrethroid and DDT receptor sites in the voltage-gated sodium channel. NeuroToxicology, https://doi.org/10.1016/j.neuro.2016.08.013 (2016).
Schuler, T. H. et al. Toxicological, electrophysiological, and molecular characterisation of knockdown resistance to pyrethroid insecticides in the diamondback moth, Plutella xylostella (L.). Pestic. Biochem. Physiol. 59, 169–182 (1998).
Lee, S. H. et al. Molecular analysis of kdr-like resistance in permethrin-resistant strains of head lice. Pediculus capitis. Pestic. Biochem. Physiol. 66, 130–143 (2000).
Forcioli, D., Frey, B. & Frey, J. High nucleotide diversity in the para-like voltage-sensitive sodium channel gene sequence in the western flower thrips (Thysanoptera: Thripidae). Journal of Economic Entomology 95, 838–848 (2002).
Bass, C., Schroeder, I., Turberg, A., Field, L. M. & Williamson, M. S. Identification of mutations associated with pyrethroid resistance in the para-type sodium channel of the cat flea, Ctenocephalides felis. Insect Biochemistry and Molecular Biology 34, 1305–1313 (2004).
Haddi, K. et al. Identification of mutations associated with pyrethroid resistance in the voltage-gated sodium channel of the tomato leaf miner (Tuta absoluta). Insect Biochemistry and Molecular Biology 42, 506–513, https://doi.org/10.1016/j.ibmb.2012.03.008 (2012).
Toda, S. & Morishita, M. Identification of three point mutations on the sodium channel gene in pyrethroid-resistant Thrips tabaci (Thysanoptera: Thripidae). Journal of economic entomology 102, 2296–2300 (2009).
Karatolos, N., Gorman, K., Williamson, M. S. & Denholm, I. Mutations in the sodium channel associated with pyrethroid resistance in the greenhouse whitefly. Trialeurodes vaporariorum. Pest Management Science 68, 834–838 (2012).
Bao, W. X. & Sonoda, S. Resistance to cypermethrin in melon thrips, Thrips palmi (Thysanoptera: Thripidae), is conferred by reduced sensitivity of the sodium channel and CYP450-mediated detoxification. Applied entomology and zoology 47, 443–448 (2012).
Rinkevich, F. D. et al. Multiple evolutionary origins of knockdown resistance (kdr) in pyrethroid-resistant Colorado potato beetle. Leptinotarsa decemlineata. Pestic. Biochem. Physiol. 104, 192–200 (2012).
Vais, H. et al. Mutations of the para sodium channel of Drosophila melanogaster identify putative binding sites for pyrethroids. Molecular Pharmacology 64, 914–922 (2003).
Usherwood, P. et al. Mutations in DIIS5 and the DIIS4–S5 linker of Drosophila melanogaster sodium channel define binding domains for pyrethroids and DDT. Febs Letters 581, 5485–5492 (2007).
Feyereisen, R., Dermauw, W. & Van Leeuwen, T. Genotype to phenotype, the molecular and physiological dimensions of resistance in arthropods. Pestic. Biochem. Physiol. 121, 61–77 (2015).
Vontas, J. G., Graham, J. & Hemingway, J. Glutathione S-transferases as antioxidant defence agents confer pyrethroid resistance in Nilaparvata lugens. Biochemical Journal 357, 65–72 (2001).
Boyer, S., Zhang, H. & Lempérière, G. A review of control methods and resistance mechanisms in stored-product insects. Bulletin of Entomological Research 102, 213–229 (2012).
Zimmer, C. T. & Nauen, R. Cytochrome P450 mediated pyrethroid resistance in European populations of Meligethes aeneus (Coleoptera: Nitidulidae). Pestic. Biochem. Physiol. 100, 264–272 (2011).
Fragoso, D. B., Guedes, R. N. C. & Rezende, S. T. Glutathione S-transferase detoxification as a potential pyrethroid resistance mechanism in the maize weevil. Sitophilus zeamais. Entomologia Experimentalis et Applicata 109, 21–29, https://doi.org/10.1046/j.1570-7458.2003.00085.x (2003).
Freitas, R. C. P., Faroni, L. R. D. A., Haddi, K., Jumbo, L. O. V. & Oliveira, E. E. Allyl isothiocyanate actions on populations of Sitophilus zeamais resistant to phosphine: Toxicity, emergence inhibition and repellency. Journal of Stored Products Research 69, 257–264 (2016).
Guedes, N. M. P., Guedes, R. N. C., Silva, L. B. & Cordeiro, E. M. G. Deltamethrin-induced feeding plasticity in pyrethroid-susceptible and -resistant strains of the maize weevil. Sitophilus zeamais. Journal of Applied Entomology 133, 524–532, https://doi.org/10.1111/j.1439-0418.2009.01391.x (2009).
Guedes, R. N. C., Oliveira, E. E., Guedes, N. M. P., Ribeiro, B. & Serrão, J. E. Cost and mitigation of insecticide resistance in the maize weevil. Sitophilus zeamais. Physiological Entomology 31, 30–38, https://doi.org/10.1111/j.1365-3032.2005.00479.x (2006).
Haddi, K., Oliveira, E. E., Faroni, L. R., Guedes, D. C. & Miranda, N. N. Sublethal Exposure to Clove and Cinnamon Essential Oils Induces Hormetic-Like Responses and Disturbs Behavioral and Respiratory Responses in Sitophilus zeamais (Coleoptera: Curculionidae). Journal of economic entomology, tov255 (2015).
Santos Veloso, R., Pereira, E. J. G., Guedes, R. N. C. & Oliveira, M. G. A. Does cypermethrin affect enzyme activity, respiration rate and walking behavior of the maize weevil (Sitophilus zeamais)? Insect science 20, 358–366 (2013).
Morales, J. A., Cardoso, D. G., Della Lucia2, T. C. & Guedes, R. N. C. Weevil x Insecticide: Does ‘Personality’ Matter? PLoS One 8, https://doi.org/10.1371/journal.pone.0067283 (2013).
Gutiérrez, Y., Tomé, H. V., Guedes, R. N. & Oliveira, E. E. Deltamethrin toxicity and impaired swimming behavior of two backswimmer species. Environ. Toxicol. Chem. 36, 1235–1242 (2017).
Corrêa, A., Pereira, E., Cordeiro, E., Braga, L. & Guedes, R. Insecticide resistance, mixture potentiation and fitness in populations of the maize weevil (Sitophilus zeamais). Crop Protection 30, 1655–1666 (2011).
Wang, X. L. et al. Two novel sodium channel mutations associated with resistance to indoxacarb and metaflumizone in the diamondback moth. Plutella xylostella. Insect science 23, 50–58 (2016).
Silver, K. S., Song, W., Nomura, Y., Salgado, V. L. & Dong, K. Mechanism of action of sodium channel blocker insecticides (SCBIs) on insect sodium channels. Pest. Bioch. Physiol. 97, 87–92, https://doi.org/10.1016/j.pestbp.2009.09.001 (2010).
Jiang, D. et al. Mutations in the transmembrane helix S6 of domain IV confer cockroach sodium channel resistance to sodium channel blocker insecticides and local anesthetics. Insect Biochemistry and Molecular Biology 66, 88–95, https://doi.org/10.1016/j.ibmb.2015.09.011 (2015).
Rumbos, C. I., Dutton, A. C. & Athanassiou, C. G. Insecticidal effect of spinetoram and thiamethoxam applied alone or in combination for the control of major stored-product beetle species. Journal of Stored Products Research 75, 56–63, https://doi.org/10.1016/j.jspr.2017.10.004 (2018).
Oliveira, E. E., Guedes, R. N., Totola, M. R. & De Marco, P. Jr. Competition between insecticide-susceptible and -resistant populations of the maize weevil, Sitophilus zeamais. Chemosphere 69, 17–24, doi:10.1016/j.chemosphere.2007.04.077 (2007).
Pereira, C. J. et al. Organophosphate resistance in the maize weevil Sitophilus zeamais: Magnitude and behavior. Crop Protection 28, 168–173, https://doi.org/10.1016/j.cropro.2008.10.001 (2009).
Cordeiro, E. M. G., Corrêa, A. S., Venzon, M. & Guedes, R. N. C. Insecticide survival and behavioral avoidance in the lacewings Chrysoperla externa and Ceraeochrysa cubana. Chemosphere 81, 1352–1357, https://doi.org/10.1016/j.chemosphere.2010.08.021 (2010).
Hemingway, J., Miller, J. & Mumcuoglu, K. Pyrethroid resistance mechanisms in the head louse Pediculus capitis from Israel: implications for control. Medical and Veterinary Entomology 13, 89–96 (1999).
Van Asperen, K. A study of housefly esterases by means of a sensitive colorimetric method. Journal of Insect Physiology 8, 401–414, IN403, 415–416 (1962).
Habig, W. & Jakoby, W. Assay for differentiation of GST. Method Enzymol 77, 735–740 (1981).
Brogdon, W. G., McAllister, J. C. & Vulule, J. Heme peroxidase activity measured in single mosquitoes identifies individuals expressing an elevated oxidase for insecticide resistance. J. Am. Mosq. Control Assoc. 13, 233–237 (1997).
Guedes, N., Guedes, R., Ferreira, G. & Silva, L. Flight take-off and walking behavior of insecticide-susceptible and–resistant strains of Sitophilus zeamais exposed to deltamethrin. Bulletin of entomological research 99, 393–400 (2009).
SAS Institute. SAS/STAT User’s Guide. (2008).
Robertson, J. L., Russel, R. M., Preisler, H. K. & Savin, N. E. Pesticide Bioassays with Arthopods. (2007).
Acknowledgements
This work was supported by grants from the CAPES Foundation, the National Council of Scientific and Technological Development (CNPq), the Minas Gerais State Foundation for Research Aid (FAPEMIG), and the Secretaria Nacional de Educación Superior Ciencia y Tecnologia of Ecuador (SENESCYT-Ecuador). We also thank Dr. Nazife Eroglu Yalçin from TUBITAK Marmara Research Center (Turkey) and Dr. Pat Collins and Dr. Hervoika Pavic from Crop and Food Science, Agri-Sciences Queensland (Australia) for collecting and sending insect samples. We also thank the Engenheiro Agrônomo Francisco Laface Netto (Companhia de Entrepostos e Armazéns Gerais de São Paulo-CEAGESP) and Dr. Marcos Potenza (Instituto Biológico de São Paulo) for kindly providing the Argentinian and Uruguayan weevil strains.
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E.E.O., K.H., L.O.de.O. and R.N.C.G conceived/designed the research. K.H., L.O.V.J. and W.R.V. conducted the experiments. K.H., R.N.C.G., L.O.V.J., L.O.de.O. and E.E.O. contributed new reagents and/or analytical tools. E.E.O., K.H., L.O.V.J., W.R.V., R.N.C.G. and L.O.de.O. analyzed the data. E.E.O., K.H., W.R.V. and R.N.C.G. wrote the manuscript. All authors read, corrected and approved the manuscript.
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Haddi, K., Valbon, W.R., Viteri Jumbo, L.O. et al. Diversity and convergence of mechanisms involved in pyrethroid resistance in the stored grain weevils, Sitophilus spp.. Sci Rep 8, 16361 (2018). https://doi.org/10.1038/s41598-018-34513-5
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DOI: https://doi.org/10.1038/s41598-018-34513-5
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