- Open Access
Temporal and spatial expression of cuticular proteins of Anopheles gambiae implicated in insecticide resistance or differentiation of M/S incipient species
© Vannini et al.; licensee BioMed Central Ltd. 2014
Received: 4 December 2013
Accepted: 9 January 2014
Published: 15 January 2014
Published data revealed that two of the 243 structural cuticular proteins of Anopheles gambiae, CPLCG3 and CPLCG4, are implicated in insecticide resistance and a third, CPF3, has far higher transcript levels in M than in S incipient species. We studied the distribution of transcripts for these three genes in the tissues of An. gambiae and the location of the proteins in the cuticle itself to gain information about how these cuticular proteins contribute to their important roles. Our data are consistent with CPLCG3/4 contributing to a thicker cuticle thus slowing penetration of insecticides and CPF3 possibly having a role in the greater desiccation tolerance of the M form.
Using RT-qPCR, we established the temporal expression of the genes and by in situ hybridization we revealed the main tissues where their mRNAs are found. Electron microscopy immunolocalization, using secondary antibodies labeled with colloidal gold, allowed us to localize these proteins within different regions of the cuticle.
The temporal expression of these genes overlaps, albeit with higher levels of transcripts from CPF3 in pharate adults and both CPLCG3 and CPLCG4 are higher in animals immediately after adult eclosion. The main location of mRNAs for all three genes is in appendages and genitalia. In contrast, the location of their proteins within the cuticle is completely different. CPF3 is found exclusively in exocuticle and CPLCG3/4 is restricted to the endocuticle. The other CPF gene expressed at the same times, CPF4, in addition to appendages, has message in pharate adult sclerites.
The temporal and spatial differences in transcript abundance and protein localization help to account for An. gambiae devoting about 2% of its protein coding genes to structural cuticular proteins. The location of CPLCG3/4 in the endocuticle may contribute to the thickness of the cuticle, one of the recently appreciated components of insecticide resistance, while the location of CPF3 might be related to the greater desiccation resistance of the M form.
Structural cuticular proteins (CPs), chitin and lipids are the major components of the insect cuticle, the exoskeleton, as well as the cuticle that lines some internal structures such as the foregut, hindgut, tracheal system and apodemes. The 243 CPs that have been annotated for Anopheles gambiae comprise close to 2% of all its protein coding genes. They have been classified into a dozen distinct protein families [1, 2]. Sequence domains, homology models and experimental work revealed that members of some CP families contribute to the cuticle by binding chitin; the function of others is not known. Three CPs deserve particular attention because of reported differential expression in adults in important comparisons: AgamCPF3, AgamCPLCG3 and AgamCPLCG4. Hereafter, since we will only be discussing CPs from An. gambiae, the Agam prefix will not be used. These genes belong to two different CP families. The CPF family has four members, two of which (CPF3 and CPF4) are only expressed in pharate adults and adults . (The pharate stage begins when the epidermis has retracted from the old cuticle and has started forming the new cuticle of the next stage.) CPF1 and CPF2 are primarily expressed in larvae and pharate pupae . The CPLCG3 family has 27 members with different members expressed at different times during development .
CPF3 has the greatest difference in mRNA levels of transcripts in M and S incipient species of An. gambiae based on microarray data and confirmed with RT-qPCR on 3-d-old virgin females . These incipient species are forms that only hybridize in a limited region of their range . Of the five genes that were selected for RT-qPCR analysis, CPF3 was the only one with more abundant transcripts in M than in S, and the difference first found in laboratory strains was confirmed with three distinct natural populations. In these, the difference was only about 3-fold compared to the 27-fold difference in the laboratory strains . Recombinant CPF3 does not bind chitin , and a homology model shows that the Drosophila pheromone 7,11-HD (7(Z), 11(Z)-heptacosadiene) would fit its binding pocket . This information led to the suggestion that CPF3 might be localized in the epicuticle where it could present a contact pheromone [5, 7].
Our published studies with RT-qPCR showed that CPF3 has significant expression first seen in pharate adults and persisting into young adults . CPLCG3 and CPLCG4 also have highest transcript levels at those times, although the levels in young adults are higher than in pharate pupae . Here we report that CPLCG3/4 are also similar to CPF3 in the tissues in which transcripts are found, even though they have been implicated in serving distinct roles in Anopheles. The amino acid sequence of CPF3 is not at all similar to CPLCG3 or CPLCG4 (Figure 1A, B). We also examined CPF4, while not implicated in insecticide resistance or M/S differences, it has sequence regions (Figure 1C) and temporal patterns of expression similar to that of CPF3, unlike the other two members of the CPF family that have transcripts primarily in pharate and young pupae .
While data are accumulating on the spatial distribution of individual CPs across the insect body, there is little information on localization within the cuticle itself. Electron microscopic (EM) immunolocalization has been carried out, but the proteins against which the antibodies, both polyclonal and monoclonal, had been raised were either extracts of the whole cuticle or isolated electrophoretic bands without sequence information (reviewed in ). We have begun to remedy this deficiency by using secondary antibodies, labeled with colloidal gold, to detect antibodies raised against specific cuticular proteins. Our focus has been on CPF3 and CPLCG3 and CPLCG4 given the importance of these specific CPs. First, we confirmed the temporal expression patterns of the selected CPs with RT-qPCR and then learned their spatial localization in tissues via in situ hybridization. Finally, we examined their localization in the cuticle itself using immunolocalization on EM sections.
The data we obtained provide insight into the precise roles these proteins may serve, as well as why An. gambiae devotes so many genes to structural cuticular proteins.
The colony of An. gambiae (G3 strain, reported to be of the S form) was maintained at 27°C in a 14/10hL/D photoperiod (except for those used for Additional file 2 where conditions are given in the legend). Larvae were fed ground Koi food (Foster and Smith Aquatics), and adults had access to an 8% fructose solution. To obtain developmentally synchronized animals, pupae were collected at hourly intervals, separated by sex and maintained in small groups until they reached the desired age. Adults were collected on the morning after emergence (d 0) and kept in cages in a humidified insectary until used.
In situ hybridization
In situ hybridization was carried out on 4 μm sections of paraformaldehyde-treated mosquitoes processed by the Histology Laboratory at the University of Georgia, College of Veterinary Medicine. The original probe for CPLCG3 is likely to hybridize to CPLCG4, so we designed additional probes in the 3′UTR for each of these genes (see Additional file 1B). No differences were seen in hybridization patterns among these three probes. Probes for CPF3 and CPF4 should be unique (see Additional file 1A). Details on probe construction are in . Probes were labeled with dig (digoxigenin) and visualized after a 2–48 h exposure to NBT (nitro-blue tetrazolium chloride) and BCIP (5-bromo-4-chloro-3′- indolyphosphate p-toluidine). The procedure followed was a slightly simplified version of an EXIQON protocol (http://www.exiqon.com/ls/documents/scientific/edc-based-ish-protocol.pdf) and is described in detail in . We carried out a limited number of hybridizations with sense probes, and found no hybridization. Also, treatment of sections with RNase prior to probe hybridization abolished hybridization to tissue but not the artifactual hybridization to the lens and cast pupal cuticle .
We added some additional data to that already published [3, 4] following their procedures with primers described in those papers that had been checked for efficiency and verified to amplify only a single gene (see Additional file 3). We used Bio-Rad’s MyiQ Real-Time PCR Detection System. All reactions were carried out in triplicate (technical replicates) in a 20 μl reaction containing 5 μl of 1/100 diluted cDNAs (equivalent to starting with 7.5ng of total RNA), 250 nM of each primer, and 10 μl iQ SYBR® Green Supermix (Bio-Rad). PCR conditions were 95°C for 3 min followed by 40 cycles of 95°C for 15s and 57°C for 1 min. We used 5 biological replicates (groups of three animals or three parts) for cDNA preparations. Data were normalized to RpS7 [VectorBase: AGAP010592]. Different conditions and the Bio-Rad’s CFX Connect Real Time System were used for Additional file 2 and are described in the legend.
Antigenic peptides were identified in our laboratory using Abie Pro 3.0 (http://www.changbioscience.com/abie/abie.html). Peptide synthesis and polyclonal antibody production were carried out by GenScript. The colloidal-gold conjugated secondary antibodies (Sigma) were 10 nm goat-anti-mouse and 5 nm goat-anti-rabbit.
The peptide against which the rabbit antibodies were raised for CPLCG3 differs only in the last amino acid from CPLCG4 (L in CPLCG3, I in CPLCG4) (Figure 1B). Hence we assume it is detecting both proteins. The peptide used for CPF3 (Figure 1A, C) was unique for that protein and the antibody was raised in mice.
It is unlikely that the antibodies will react with other cuticular proteins based on sequence differences or because the corresponding transcript is absent at the time the proteins would be secreted. The one exception is CPLCG5 that might be detected by the CPLCG3/4 antibody, although its single aa difference is inside the peptide. In situ hybridization revealed that it is expressed in the same tissues as CPLCG3 and CPLCG4 . Details on sequence and expression of potential off-target sequences are in Additional file 4.
Proteins from homogenized whole bodies of mosquitoes (8-d-old) and legs (3-d-old) were extracted in 8M urea, 0.1M NaCl, 0.01M Tris, pH8.0, with protease inhibitors (cOmplete, Mini, Roche). Proteins were separated on 4-20% SDS-PAGE (Bio-Rad) with a Tris-glycine running buffer (2M glycine, 0.25 mM Tris, 1% SDS) and transferred to polyvinylidene fluoride (PVDF) (Millipore) filters. Filters were blocked with 3% bovine serum albumin (BSA) in PBST (PBS+0.1% Tween-20) for 30 min at room temperature and then incubated with anti-CPF3 (1:1,000 dilution) or anti-CPLCG3/4 (1:30,000 dilution) antibodies in PBST−1% BSA for 1 h at room temperature. After four washes with PBST (15 min at room temperature), filters were incubated with anti-mouse or anti-rabbit secondary antibodies that were conjugated to peroxidase at a dilution of 1:20,000 in PBST−1% BSA for 30 min at room temperature. Finally, filters were developed with the Western blot Chemiluminescence Reagent Plus Kit (Renaissance) and exposed to X-ray films. As controls, blots were processed in the same way without the primary antibody incubation step. Anti-CPF3 was used with proteins extracted from legs because of the unexplained high background that this antibody showed on proteins extracted from the whole body.
The legs of pharate adults (24 h after pupation, a few hours before eclosion) and 1-d-old and 8-d-old adults were dissected. The fixation, dehydration and embedding steps were performed following , introducing some modifications for better integrity of mosquito cuticle. Tissues were fixed in 4% formaldehyde, 0.3% glutaraldehyde+4% sucrose in phosphate buffer 1X (PBS) (pH7.4) overnight at 4°C. Samples were rinsed three times in PBS+4% sucrose (5 min). All the subsequent steps were performed with continuous shaking at room temperature. The samples were dehydrated in a graded ethanol series: 30% ethanol-4% sucrose, 50%, 70% and 95% ethanol (10 min, each). Samples were infiltrated in 1:1 (v:v) and 1:2 (v:v) 95% ethanol:LR White resin (Electron Microscopy Sciences) and then kept in pure LR White (2 h, each), followed by an overnight change and a final change (2 h) of the resin. Samples were embedded in polyethylene capsules (that had been dried at 50°C) and covered with fresh resin. We used bottle-neck capsules, size 00 with a narrow chamber at the bottom (Polysciences) and inserted the legs vertically. Polymerization was carried out without shaking at 55°C for two d in N2. (This was done in a Modular Incubator Chamber, Billups-Rothenberg). Ultrathin sections (~50 nm) were cut using a diamond knife (Diatome) with a MTX ultramicrotome (Boeckeler) and placed on 200 mesh nickel grids. The sections were examined in a JEM-1210 transmission electron microscope (JEOL USA) at 120kV. The images were captured with an XR41C Bottom-Mount CCD Camera (Advanced Microscopy Techniques).
We used results from in situ hybridization and RT-qPCR [3, 4] to select the tissues for EM immunolocalization. Thus, the distribution of CPF3 and CPLCG3/4 was evaluated in legs of pharate adults and 1-d, and 8-d-old adults. Antibodies were diluted in 0.5M NaCl, 0.1% BSA, 0.05% TWEEN 20 and 5% FBS as follows: CPF3 (1:500), CPLCG3/4 (1:20,000), and the colloidal-gold conjugated secondary antibodies (1:50). As a negative control, sections were incubated with the pre-immune serum from the same animals from which the GenScript antibodies had been obtained. All treatments were carried out in 30 μl drops placed on parafilm in a covered Petri dish (150x15 mm). The grids with sections were incubated face down on drops of PBS (5 min), block solution (5% BSA, 2% goat serum in PBS) (30 min), primary antibody (overnight), PBS (10 min, 3X), block solution (30 min), secondary antibody (1h), PBS (10 min, 2X) and deionized water (10 min, 2X). All steps were performed at room temperature except the incubation of the primary antibody/pre-immune serum that was performed at 4°C.
Results and discussion
The presence of CPLCG3 and CPLCG4 in limbs is in accord with their role in insecticide resistance because those are the areas of the body that come in contact with insecticides that had been applied to surfaces. Likewise, the presence of CPF3 in the genitalia might reflect a role in mating. But, the fact that the two CPLCG s were present in genitalia and both CPF s were present in limbs, complicates a simplistic story. Rather these results seem to suggest that CPF3/4 and CPLCG3/4 play complementary roles in formation of appendage cuticles.
Togawa et al.  used the same assay that had been used to demonstrate chitin-binding by members of the CPR family [14, 15] to learn if the CPF family had chitin binding properties. Neither recombinant CPF1 nor CPF3 bound chitin, although CPR21 tested at the same time did. Based on this result and the aggregation observed with the recombinant protein, they speculated that CPF3 might be located in the epicuticle, the layer of the insect cuticle that lacks in chitin . A homology model of CPF3 indicated the presence of a pocket in a β-barrel structure . Unlike a somewhat similar homology model for some CPR proteins , chitin could not be computationally docked in this pocket. Cassone et al. had suggested that CPF3 might serve as a courtship modulator, thus explaining its different transcript levels in M and S incipient species. Papandreou et al. thus computationally tested a Drosophila sex pheromone, 7(Z), 11(Z)-heptacosadiene and learned that it could be docked in the CPF3 pocket. Lacking any Anopheles pheromone to test, all this really revealed was that hydrocarbons could fit. Our data reveal that CPF3 is localized only in the exocuticle and thus is not well positioned to present a contact pheromone. So perhaps, CPF3 is just one of those cuticular proteins that fill spaces between the chitin binding proteins as suggested in a model of Andersen . But an exciting possibility is that CPF3 holds hydrocarbons in the cuticle and its higher levels (if high transcript=high protein) in M than S, correlates provocatively with the greater desiccation resistance found in adults of the M form . Indeed, the large differences in transcript levels between M and S fit better with a model where they are used for something less subtle than pheromone presentation, especially in a species where, to date, there is no evidence for a courtship pheromone.
The predominant presence of CPLCG3 and CPLCG4 mRNAs in limbs and the abundance of the protein in limb cuticle correlates nicely with the >2-fold increased abundance of their transcript in pyrethroid resistance An. gambiae. Furthermore, an earlier study found, with both microarray and RT-qPCR, that the CPLCG3 ortholog in An. stephensi was among the small number of transcripts that were more abundant in the insecticide-resistant form of that species . Given that adult mosquitoes contact insecticides through their limbs, this would be a perfect site to have more abundant cuticular proteins underwriting a thicker cuticle. Wood et al.  have shown that pyrethroid resistant An. funestus do indeed have a thicker cuticle on their legs than sensitive forms and suggested that this might slow down penetration of the insecticide allowing more time for detoxification mechanisms to act. Higher levels of transcripts of CPs have been correlated with insecticide resistance in studies in other insects [20–22]. The older literature has examples of decreased penetration of labeled insecticides in resistant insects [23, 24].
These data provide additional information on why An. gambiae devotes almost 2% of its protein coding genes to structural cuticular proteins. Although CPF3/4 and CPLCG3/4 have overlapping periods of transcript expression and predominant transcript localization in the same tissues, appendages, their proteins are completely segregated in the cuticle. CPF3 is restricted to exocuticle and CPLCG3/4 is only found in the endocuticle. The presence of CPLCG3/4 in limbs correlates nicely with its role in insecticide resistance. The higher level of CPF3 transcripts in M than in S incipient species was once suggested to play a role in pheromone display. We now know that wing beat frequency is the major player in mate recognition , and while contact pheromones have not been ruled out, the localization of CPF3 in exo- and not epi-cuticle suggests that it is unlikely to be playing a role in mate recognition. But there remains a possibility that CPF3 contributes to the greater resistance to desiccation of the M form. The specific localization of CPs within the cuticle and the areas where CPF4 but not CPF3 probes hybridize in pharate adults are further indications that the multiplicity of CP genes must be, at least in part, because they are serving specific, but in some cases, overlapping functions.
We thank Dr. Scott Cornman and Dr. Hitoshi Tsujimoto for designing and making some of the in situ probes and Chase Naples for help with processing some in situs. Dr. Reben Rahman helped with the Western blots. We also thank Dr. Mark R. Brown and Anne Robertson for maintaining the mosquito facility from which these animals were obtained, Dr. Michael Strand for access to his Leica photomicroscope and Dr. Yihong Zhou for comments on the MS. Dr. John Shields from the UGA Center for Ultrastructural Research provided training in preparing EM sections. Special thanks are due to Mary B. Ard of the UGA Electron Microscopy Laboratory in the College of Veterinary Medicine for training and consulting with the EM component. An anonymous reviewer provided insightful suggestions. This research was funded by a grant from the U.S. National Institutes of Health R01AI55624.
- Willis JH: Structural cuticular proteins from arthropods: annotation, nomenclature, and sequence characteristics in the genomics era. Insect Biochem Mol Biol. 2010, 40: 189-204. 10.1016/j.ibmb.2010.02.001.PubMed CentralView ArticlePubMedGoogle Scholar
- Willis JH, Papandreou NC, Iconomidou VA, Hamodrakas SJ: Cuticular proteins. Insect Molecular Biology and Biochemistry. Edited by: Gilbert LI. 2012, Chapel Hill (NC): Academic, 134-166.View ArticleGoogle Scholar
- Togawa T, Dunn WA, Emmons AC, Willis JH: CPF and CPFL, two related gene families encoding cuticular proteins of Anopheles gambiae and other insects. Insect Biochem Mol Biol. 2007, 37: 675-688. 10.1016/j.ibmb.2007.03.011.View ArticlePubMedGoogle Scholar
- Cornman RS, Willis JH: Annotation and analysis of low-complexity protein families of Anopheles gambiae that are associated with cuticle. Insect Mol Biol. 2009, 18: 607-622. 10.1111/j.1365-2583.2009.00902.x.PubMed CentralView ArticlePubMedGoogle Scholar
- Cassone BJ, Mouline K, Hahn MW, White BJ, Pombi M, Simard F, Costantini C, Besansky NJ: Differential gene expression in incipient species of Anopheles gambiae. Mol Ecol. 2008, 17: 2491-2504. 10.1111/j.1365-294X.2008.03774.x.PubMed CentralView ArticlePubMedGoogle Scholar
- della Torre A, Fanello C, Akogbeto M, Dossou-Yovo J, Favia G, Petrarca V, Coluzzi M: Molecular evidence of incipient speciation within Anopheles gambiae s.s. in West Africa. Insect Mol Biol. 2001, 10: 9-18. 10.1046/j.1365-2583.2001.00235.x.View ArticlePubMedGoogle Scholar
- Papandreou NC, Iconomidou VA, Willis JH, Hamodrakas SJ: A possible structure model of members of the CPF family of cuticular proteins implicating binding to components other than chitin. J Insect Physiol. 2010, 56: 1420-1426. 10.1016/j.jinsphys.2010.04.002.PubMed CentralView ArticlePubMedGoogle Scholar
- Vontas J, David JP, Nikou D, Hemingway J, Christophides GK, Louis C, Ranson H: Transcriptional analysis of insecticide resistance in Anopheles stephensi using cross-species microarray hybridization. Insect Mol Biol. 2007, 16: 315-324. 10.1111/j.1365-2583.2007.00728.x.View ArticlePubMedGoogle Scholar
- Awolola TS, Oduola OA, Strode C, Koekemoer LL, Brooke B, Ranson H: Evidence of multiple pyrethroid resistance mechanisms in the malaria vector Anopheles gambiae sensu stricto from Nigeria. Trans R Soc Trop Med Hyg. 2009, 103: 1139-1145. 10.1016/j.trstmh.2008.08.021.View ArticlePubMedGoogle Scholar
- Ranson H, N’Guessan R, Lines J, Moiroux N, Nkuni Z, Corbel V: Pyrethroid resistance in African anopheline mosquitoes: what are the implications for malaria control?. Trends Parasitol. 2011, 27: 91-98. 10.1016/j.pt.2010.08.004.View ArticlePubMedGoogle Scholar
- Vannini L, Dunn WA, Reed TW, Willis JH: Changes in transcript abundance for cuticular proteins and other genes three hours after a blood meal in Anopheles gambiae. Insect Biochem Mol Biol. 2014, 44: 33-43.PubMed CentralView ArticlePubMedGoogle Scholar
- Lan Q, Massey RJ: Subcellular localization of mosquito sterol carrier protein-2 and sterol carrier protein-x. J Lipid Res. 2004, 45: 1468-1474. 10.1194/jlr.M400003-JLR200.View ArticlePubMedGoogle Scholar
- Cox DL, Willis JH: Analysis of the cuticular proteins of Hyalophora cecropia with two dimensional electrophoresis. Insect Biochem. 1987, 17: 457-468. 10.1016/0020-1790(87)90006-0.View ArticleGoogle Scholar
- Rebers JE, Willis JH: A conserved domain in arthropod cuticular proteins binds chitin. Insect Biochem Mol Biol. 2001, 31: 1083-1093. 10.1016/S0965-1748(01)00056-X.View ArticlePubMedGoogle Scholar
- Togawa T, Nakato H, Izumi S: Analysis of the chitin recognition mechanism of cuticle proteins from the soft cuticle of the silkworm, Bombyx mori. Insect Biochem Mol Biol. 2004, 34: 1059-1067. 10.1016/j.ibmb.2004.06.008.View ArticlePubMedGoogle Scholar
- Iconomidou VA, Willis JH, Hamodrakas SJ: Unique features of the structural model of ‘hard’ cuticle proteins: implications for chitin-protein interactions and cross-linking in cuticle. Insect Biochem Mol Biol. 2005, 35: 553-560. 10.1016/j.ibmb.2005.01.017.View ArticlePubMedGoogle Scholar
- Andersen SO: Studies on proteins in post-ecdysial nymphal cuticle of locust, Locusta migratoria, and cockroach, Blaberus craniifer. Insect Biochem Mol Biol. 2000, 30: 569-577. 10.1016/S0965-1748(00)00029-1.View ArticlePubMedGoogle Scholar
- Lee Y, Meneses CR, Fofana A, Lanzaro GC: Desiccation resistance among subpopulations of Anopheles gambiae s.s. from Selinkenyi, Mali. J Med Entomol. 2009, 46: 316-320. 10.1603/033.046.0216.View ArticlePubMedGoogle Scholar
- Wood O, Hanrahan S, Coetzee M, Koekemoer L, Brooke B: Cuticle thickening associated with pyrethroid resistance in the major malaria vector Anopheles funestus. Parasit Vectors. 2010, 3: 67-10.1186/1756-3305-3-67.PubMed CentralView ArticlePubMedGoogle Scholar
- Mamidala P, Wijeratne AJ, Wijeratne S, Kornacker K, Sudhamalla B, Rivera-Vega LJ, Hoelmer A, Meulia T, Jones SC, Mittapalli O: RNA-Seq and molecular docking reveal multi-level pesticide resistance in the bed bug. BMC Genomics. 2012, 13: 6-10.1186/1471-2164-13-6.PubMed CentralView ArticlePubMedGoogle Scholar
- Zhu F, Gujar H, Gordon JR, Haynes KF, Potter MF, Palli SR: Bed bugs evolved unique adaptive strategy to resist pyrethroid insecticides. Sci Rep. 2013, 3: 1456-PubMed CentralPubMedGoogle Scholar
- Koganemaru R, Miller DM, Adelman ZN: Robust cuticular penetration resistance in the common bed bug (Cimex lectularius L.) correlates with increased steady-state transcript levels of CPR-type cuticle protein genes. Pestic Biochem Physiol. 2013, 106: 190-197. 10.1016/j.pestbp.2013.01.001.View ArticleGoogle Scholar
- DeVries DH, Georghiou GP: Decreased nerve sensitivity and decreased cuticular penetration as mechanisms of resistance to pyrethroids in a (1R)-trans-permethrin-selected strain of the housefly. Pestic Biochem Physiol. 1981, 15: 231-234.Google Scholar
- Wu D, Scharf ME, Neal JJ, Suiter DR, Bennett GW: Mechanisms of fenvalerate resistance in the German cockroach, Blattella germanica (L). Pestic Biochem Physiol. 1998, 61: 53-62. 10.1006/pest.1998.2343.View ArticleGoogle Scholar
- Pennetier C, Warren B, Dabire KR, Russel IJ, Gibson G: “Singing on the wing” as a mechanism for species recognition in the malarial mosquito Anopheles gambiae. Curr Biol. 2010, 20: 131-136. 10.1016/j.cub.2009.11.040.View ArticlePubMedGoogle Scholar
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