Olfaction is crucial in many insects for critical behaviors, including those regulating survival and reproduction. Insect odorant-binding proteins (OBPs) function in the first step of the olfactory system and play an essential role in the perception of odorants, such as pheromones and host chemicals. The oriental fruit fly, Bactrocera dorsalis, is a destructive fruit-eating pest, due to its wide host range of up to 250 different types of fruits and vegetables, and this fly causes severe economic damage to the fruit and vegetable industry. However, OBP genes have not been largely identified in B. dorsalis. Based on our previously constructed B. dorsalis cDNA library, ten OBP genes were identified in B. dorsalis for the first time. A phylogenetic tree was generated to show the relationships among the 10 OBPs of B. dorsalis to OBP sequences of two other Dipteran species, including Drosophila melanogaster and the mosquito Anopheles gambiae. The expression profiles of the ten OBPs in different tissues (heads, thoraxes, abdomens, legs, wings, male antennae and female antenna) of the mated adults were analyzed by real-time PCR. The results showed that nine of them are highly expressed in the antenna of both sexes, except BdorOBP7. Four OBPs (BdorOBP1, BdorOBP4, BdorOBP8, and BdorOBP10) are also enriched in the abdomen, and BdorOBP7 is specifically expressed in leg, indicating that it may function in other biological processes. This work will provide insight into the roles of OBPs in chemoreception and help develop new pest-control strategies.
Olfaction is crucial in many insects for critical behaviors, including those regulating survival and reproduction. Insect odorant-binding proteins (OBPs) function in the first step of the olfactory system and play an essential role in the perception of odorants, such as pheromones and host chemicals. The oriental fruit fly, Bactrocera dorsalis, is a destructive fruit-eating pest, due to its wide host range of up to 250 different types of fruits and vegetables, and this fly causes severe economic damage to the fruit and vegetable industry. However, OBP genes have not been largely identified in B. dorsalis. Based on our previously constructed B. dorsalis cDNA library, ten OBP genes were identified in B. dorsalis for the first time. A phylogenetic tree was generated to show the relationships among the 10 OBPs of B. dorsalis to OBP sequences of two other Dipteran species, including Drosophila melanogaster and the mosquito Anopheles gambiae. The expression profiles of the ten OBPs in different tissues (heads, thoraxes, abdomens, legs, wings, male antennae and female antenna) of the mated adults were analyzed by real-time PCR. The results showed that nine of them are highly expressed in the antenna of both sexes, except BdorOBP7. Four OBPs (BdorOBP1, BdorOBP4, BdorOBP8, and BdorOBP10) are also enriched in the abdomen, and BdorOBP7 is specifically expressed in leg, indicating that it may function in other biological processes. This work will provide insight into the roles of OBPs in chemoreception and help develop new pest-control strategies.
Olfaction is essential for insects in the location of hosts and the detection of pheromones during the recognition and location of mates. The olfactory system in insects consists of three main types of proteins: odorant binding proteins (OBPs), odorant receptors (ORs) and odorant-degrading esterases (ODEs) [1]. Of these proteins, OBPs often function in the first step of odor perception.Insect OBPs are water-soluble proteins that often consist of 120–150 amino acids present in the chemosensory organs of insects. These proteins are able to bind various hydrophobic odorant molecules in the environment and transport them through the hemolymph to the ORs at the dendrite membrane of the olfactory sensory neurons with antennae. Then the olfactory signal transduction system is induced [2-4]. OBPs often contain six highly conversed cysteine residues, which have been used for its genome-wide identification and annotation in a range of insect species [5-9]. Based on the number of cysteine residues they contain, OBPs are now classified as “Classic”, “Minus-C”, “Plus-C”, “Dimer”, and “Atypical” OBPs [7,10,11].Substantial evidence has shown that OBPs are critical in odorant recognition, rather than merely serving as passive odorant shuttles [12-18]. Response to the odorants ethanol or benzaldehyde was damaged in Drosophila that lacked the “LUSH” OBP [12,13]. Additionally, it has been reported that Drosophilalush mutants have a complete loss of sensitivity to the pheromone 11-cis vaccenyl acetate and the “LUSH” OBP is required for activity of pheromone-sensitive neurons [14]. Knock down of OBP1 in mosquitoes Culex quinquefasciatus reduced antennal response to several oviposition attractants, as measured by electrophysiological analyses [16]. A. gambiae OBP1 was demonstrated by RNAi to play an essential role in mediating indole recognition in the antennae of female mosquitoes [17]. Additionally, it has been demonstrated that different OBPs display distinct odorant-binding specificity in a single moth species [15,19,20]. All of these studies revealed that OBPs play significant roles in insect olfactory systems. Therefore, it is of great importance in the study of OBPs to understand the molecular basis of olfaction in insects and to develop environmentally friendly strategies for pest control.Due to genome annotation and transcriptome sequencing, OBPs have been widely identified in many insect species, including the Dipteran species Drosophila melanogaster [7,10], the onion flyDelia antiqua [21], Aedes aegypti [8], Culex pipiens quinquefasciatus [22], Anopheles funestus [23], Lepidopteran Bombyx mori [24], Manduca sexta [25], Hymenopteran Solenopsis invicta [26], and Hemipteran Adelphocoris lineolatus [27]. However, OBPs have not been largely reported in Tephritid pest species that are of major economic importance in agriculture, except several partial sequences of the Mediterranean fruit fly, Ceratitis capitata [28].The oriental fruit fly, B. dorsalis (Diptera: Tephritidae), is a highly invasive agricultural pest in Asian countries. Due to its wide host range of up to 250 different types of fruits and vegetables, this species causes severe economic losses every year. However, at present, there is only one cDNA sequence of B. dorsalisOBP in Genbank (accession number: EU564816). Therefore, it is of great importance to identify more OBPs that may be involved in host location and ovipositing in B. dorsalis.In the present study, ten OBPs were identified from the B. dorsalis cDNA library we had previously constructed [29]. Sequence alignment and phylogenetic tree analysis was performed to characterize these molecules. A tissue distribution expression pattern of the mated adults was then inferred by quantitative RT-PCR. This work presents for the first time a study of the OBPs of the invasive agricultural pest B. dorsalis, which may provide more molecular targets for B. dorsalis control and insight into insect olfaction research, thus providing an essential foundation for the development of efficient, simple, green and sustainable pest control strategies.
2. Results and Discussion
2.1. Identification of OBPs in B. dorsalis
Nearly 20 OBPs were identified from our previously constructed B. dorsalis transcriptome [29], but only the full-length cDNAs encoding B. dorsalis OBPs were presented in this study (Table 1). These 10 OBPs all contain one conserved PBP-GOBP domain, which is the typical characteristic of the insect OBPs [27]. Similarly, OBPs have been largely identified in the sequenced Dipteran genomes [30]. For example, there are 51 OBPs in D. melanogaster and 66 OBPs in A. gambiae, respectively.
Table 1
Oriental fruit fly assembled sequences with best-hit matches to D. melanogaster odorant binding protein genes.
Gene name
Accession number
Length
Drosophila gene
Subject ID
E-value
Identity (%)
BdorOBP1
KC559112
159
OBP8a
ACY92783
1 × 10−14
33
BdorOBP2
KC559113
138
OBP56d
NP_611444
2 × 10−21
45
BdorOBP3
KC559114
146
OBP56d
NP_611444
8 × 10−22
47
BdorOBP4
KC559115
136
OBP56d
NP_611444
1 ×10−19
44
BdorOBP5
KC559116
130
OBP56g
NP_611447
3 ×10−14
34
BdorOBP6
KC559117
104 *
OBP56h
ABW78079
1 × 10−11
36
BdorOBP7
KC559118
142
OBP83g
AAN13232
2 × 10−54
63
BdorOBP8
KC559119
274
OBP83ef
AAF51918
1 × 10−69
47
BdorOBP9
KC559120
148
OBP99a
ACT22143
2 × 10−56
56
BdorOBP10
KC559121
149
OBP99c
ACT22281
3 × 10−46
54
Length, number of amino acids including signal peptide region;
partial sequence in the 3′ terminal.
All of the identified BdorOBPs share high sequence homology with their D. melanogaster counterparts. The relative identities of BdorOBP7, BdorOBP8, BdorOBP9, and BdorOBP10 compared to DmelOBP83g, DmelOBP83ef, DmelOBP99a, DmelOBP99c were 63%, 47%, 56%, and 54%, respectively. The identities between BdorOBP1, BdorOBP5, BdorOBP6 (cDNA sequence missing 3′ stop code but containing the complete PBP-GOBP domain) and their homologous counterparts of D. melanogasterDmelOBP8a, DmelOBP56g, DmelOBP56h, are less than 40%. Notably, BdorOBP2, BdorOBP3 and BdorOBP4 share high identities (83%), and the identities for each pair were 77% (BdorOBP2 and BdorOBP3), 79% (BdorOBP2 and BdorOBP4), 74% (BdorOBP3 and BdorOBP4) (Figure 1). The three OBPs all show the highest identity with DmelOBP56d, with identities of 45%, 47%, 44%, respectively (Table 1). Proteins in the DmelOBP56d group are highly conserved from the signal peptides in the N-terminal region to the C-terminal region, except for some substitution (Figure 1). Among them, BdorOBP2 has seven additional amino acids in the C-terminal region.
Figure 1
Alignments of the OBP56d group of B. dorsalis odorant-binding proteins (OBPs). Amino acid numbering is provided on the right of the alignment. The numbers above the alignment indicate amino acid position in the alignment. All identical and similar amino acid residues are shaded. Yellow boxes show conserved cysteine residues. The letters below the alignment indicate identical residues.
These data revealed that the sequence identity between B. dorsalis OBPs and their D. melanogaster OBPs counterparts varies from 33% to 63%. This is consistent with the level of sequence identity of the previously identified OBPs from other species. The sequence identity between most identified A. lineolatus OBPs and their counterparts in other bugs varies from 31% to 53% [27]. Notably, amino acid identity between identified Culex pipiens quinquefasciatus OBPs and their mosquito counterparts varies from 17% to 94% [22]. The wide range of amino acid identity could be attributed to the different divergence times between these species (Supplement Figure S1). All of these reports indicate that insect OBPs are divergent proteins among different species.
2.2. Homology Alignments of B. dorsalis OBPs
The analysis of the derived amino acid sequences showed that they belong to three distinct subgroups: Classical OBPs, Minus-C OBPs and “Dimer” OBPs [7]. The classical OBPs include BdorOBP1, BdorOBP2, BdorOBP3, BdorOBP4, BdorOBP5, BdorOBP7 and BdorOBP9, which have only one six-cysteine motif (Figure 2). BdorOBP10 lacks one cysteine, so belongs to Minus-C OBPs (Figure 2). The BdorOBP6 miss two cysteines due to the partial sequences in the 3′ terminus. BdorOBP8 appears to have one additional six-cysteine motif, and two conserved prolines immediately before the third and the ninth cysteine, respectively, thus belonging to the “Dimer” OBPs (Supplement Figure S2). This is rather similar to some other Dipteran OBPs, including DmelOBP83cd, DmelOBP83ef, GmorOBP3 and GmorOBP7, all of which belong to “Dimer” OBPs group.
Figure 2
Alignment of the identified B. dorsalis OBPs. The classical OBPs: BdorOBP1, BdorOBP2, BdorOBP3, BdorOBP4, BdorOBP5, BdorOBP7, BdorOBP9. “Dimer” OBP: BdorOBP8. The Minus-C OBPs: BdorOBP10. Full-length amino acid sequences of BdorOBPs are aligned by ClustalX 1.83 (Multiple sequence alignment program, Thompson JD, IllkirchCedex, France) and edited using GeneDoc (Sequence analysis program, Karl Nicholas, San Francisco, CA, USA). Accession numbers of the 10 OBPs are listed in Table 1.
2.3. Phylogenetic Analysis of Dipteran OBPs
A phylogenetic tree was generated to show the relationships among the 10 OBPs of B. dorsalis to 108 OBP sequences of other 2 Dipteran species, including D. melanogaster and the mosquito A. gambiae (Figure 3). These BdorOBPs belong to different groups of orthologous proteins (Figure 3). BdorOBP1, BdorOBP7 and BdorOBP9 are clustered in one group with their D. melanogaster counterparts DmelOBP8a, DmelOBP83g, DmelOBP99a, respectively. The other three classic OBPs (BdorOBP2, BdorOBP3 and BdorOBP4) are clustered in a branch with DmelOBP56d, DmelOBP56a and DmelOBP56e, which is consistent with the high amino acid identity observed among them (Table 1). In addition, this phylogenetic analysis supports the high amino acid identity (79%) among these three proteins (BdorOBP2, BdorOBP3 and BdorOBP4). Notably, BdorOBP8 is clustered with other Dipteran “Dimer” OBPs, including DmelOBP83cd and DmelOBP83ef, suggesting that they may have conserved common functions in fly species.
Figure 3
Phylogenetic analysis of BdorOBPs. The sequences used for the analysis included B. dorsalis and two other Dipteran species with full genome sequenced: D. melanogaster and A. gambiae. The highly divergent signal peptide sequences at the N-terminus were removed and the neighbor-joining tree was constructed using MEGA 4 with the pair-wise deletion option under the JTT empirical amino acid substitution model. Only bootstrap values above 50 were set to be shown.
2.4. Tissue Expression Pattern of the OBP Genes
OBPs from Tephritid fruit flies have not been largely reported, except some partial sequences of C. capitata [28]. We report for the first time the large identification and tissue distribution of OBPs in Tephritid fruit flies. qRT-PCR revealed that each of the ten OBPs had abundant expression in antenna, except BdorOBP7, suggesting that the B. dorsalisOBP genes identified in the current study may play an important part in insect olfaction (Figure 4). Among these genes, the expression levels of five classic OBP genes (BdorOBP2, BdorOBP3, BdorOBP4, BdorOBP5, and BdorOBP9) were much higher in male antenna than female antenna, while three OBP genes (BdorOBP1, BdorOBP8, BdorOBP10) were expressed much more abundantly in female antenna. The transcript levels of BdorOBP2, BdorOBP3, BdorOBP4, BdorOBP5, BdorOBP9 were 4.4, 6, 2.8, 7.2 and 3.4 times higher in the male antennae, respectively, than in female antennae. There was no significant difference in the expression level of the other two classic OBPs (BdorOBP6 and BdorOBP7) in antenna of both sexes.
Figure 4
Tissue distribution of the ten identified OBPs. qRT-PCR to analyze OBP transcript levels in different tissues of mature adults during the oviposition period, including head, thorax, abdomen, leg, wing, male antennae, and female antennae. Relative transcript levels are calculated using β-actin as the standard. Different letters indicate significant differences in the expression level of OBPs (p < 0.05, Duncan’s test). Three biological replicates were performed.
This result is consistent with previous reports indicating that many olfactory sensory neurons are located in the antennae [31], as is also reported in other insect species. Among 14 identified AlinOBPs, 9 OBP genes were expressed much higher in both male and female antenna than in other tissues [27]. The transcript levels of A. funestus OBPs were much higher in antenna than other tissues [23]. This result is also observed in Cx. quinquefasciatus, in which most of the OBPs are mainly expressed in antennae [22]. Three of the B. dorsalis OBPs (BdorOBP1, BdorOBP8, and BdorOBP10) have much higher expression in the female antenna than male antenna, revealing that these OBPs may be involved in female specific behaviors, such as host location and oviposition. Five B. dorsalis OBPs were expressed much more highly in male antenna than female antenna, suggesting that they are possibly necessary for males to be able to mate for courtship.Additionally, BdorOBP4 and BdorOBP10 were also highly present in the heads. Take BdorOBP4 for example: there was no significant difference between the expression level in the heads and that observed in the female antenna.Interestingly, four OBPs (BdorOBP1, BdorOBP4, BdorOBP8, and BdorOBP10) were also expressed highly in the abdomen, where the reproductive organs are located, indicating that these OBPs may have a role in both olfaction and oviposition. The abdomen transcript levels of BdorOBP8 were much higher than in other tissues. Similarly, abdomen expression was also detected in Cx. quinquefasciatus and A. funestus [22,23]. Furthermore, it has been reported in two sibling Lepidopteran species Helicoverpa armigera and H. assulta that OBP10 is highly abundant in seminal fluid, which is transferred to females during mating and eventually found on the surface of fertilized eggs, suggesting that OBP10 could be a carrier for oviposition deterrents [32]. Our finding is consistent with the fact that B. dorsalis tissues were collected during the oviposition period. Whether or not these four BdorOBPs are involved in oviposition deterrence needs further research.Notably, BdorOBP7 was specifically expressed in leg, which is another olfactory tissue. Leg expression of OBPs has also been reported in other insects, such as Cx. quinquefasciatus [22], A. funestus [23], A. lineolatus [27], and D. antiqua [21]. These OBPs expressed in the taste sensilla on the legs may be involved in the perception of non-volatile host chemicals and warrant further study.
3. Experimental Section
3.1. Insect Rearing
The orientalfruit flies were cultured in our laboratory at 28 °C under a photoperiod of 14 h light/10 h dark. Adult flies were reared on artificial diets described previously, and hatched larvae were maintained in bananas [33].
3.2. Identification of the OBP Genes and Sequence Analysis
OBP genes were first identified using BLASTN and BLASTX results from our B. dorsalis cDNA library [29], which was established from three samples: larvae of three instars, pupae from different stages, newly emerged adults and sex matured adults before and after copulation (the sex ratio was 1:1). At least ten insects were collected for each stage. The 10 ESTs showing homology to odorant-binding protein (OBP) family genes were compared to one another and the sequences that include the complete opening reading frame, several conserved cysteines, and the signal peptides in N terminus were chosen for further study. Homology analysis was performed with BLASTX [34]. The OBP genes were translated, and the characteristics of the obtained proteins were predicted using the Expert Protein Analysis System [35]. Sequence alignment was conducted using the ClustalW and GENDOC computer programs [36,37]. The putative N-terminal signal peptides were predicted by Simple Modular Architecture Research Tool [38].
3.3. Phylogenetic Analysis
Amino acid sequences of ten putative OBP genes identified in this study along with the OBPs from two other Dipteran species (D. melanogaster and A. gambiae) were used to construct a phylogenetic tree using MEGA4.0 (Molecular Evolutionary Genetics Analysis, Version 4.0, Sudhir Kumar, AZ, USA) with the pair-wise deletion option under the JTT empirical amino acid substitution model [30]. The highly divergent signal peptides in the N terminal were removed. Branch support was assessed by bootstrap analysis with 1000 replicates. A species phylogenetic tree was also generated using Interactive Tree Of Life (iTOL) web tool [39] (http://itol.embl.de) to show the relationships between B. dorsalis and other mentioned species, including C. capitata, D. melanogaster, Glossina morsitans morsitans, D. antiqua, A. gambiae, A. funestus, Aedes albopictus, and Cx. quinquefasciatus.
3.4. Total RNA Isolation and cDNA Synthesis
Total RNA was extracted from different tissues of the mature adult during the oviposition period, including head, thorax, abdomen, leg, wing, male antennae, and female antennae, according to methods previously described by Zheng et al. [40]. Matings were obtained by placing 100 mature males and 100 mature females (two weeks old) into 60 cm × 60 cm × 60 cm boxes (20 flies for each sex per box) 2 h before dusk. The boxes were then checked 1 h later under dim light, and mating pairs were gently coaxed into another new boxes. The following morning, all unmated orientalfruit flies were discarded. The tissue samples were dissected from 40 individuals of each sex. Two micrograms of total RNA was reverse transcribed into cDNA using M-MLV Reverse Transcriptase (FirstStrand cDNA Synthesis Kit, Takara, Japan) with the primer oligo-anchor R (5′-GACCACGCGTATCGATGTCGACT16 (A/C/G)-3′). The integrity of the total RNA was examined using 1% agarose electrophoresis, and the purity was determined by the ratio of A260/A280 measured by a spectrophotometer. To eliminate contamination from genomic DNA, a genomic DNA elimination column that could efficiently remove genomic DNA was used after total RNA extraction.
3.5. Expression Pattern Analysis of OBPs by Quantitative Real-time PCR
The gene-specific primers (Table 2) were used to conduct qRT-PCR to detect the tissue distribution of OBPs using a SYBR Premix ExTaq kit (Takara, Dalian, China) following the manufacturer’s instructions with a real-time thermal cycler (Bio-Rad, Hercules, CA, USA). β-Actin was amplified for internal standardization. The PCR efficiency of the genes was validated before gene expression analysis. The qRT-PCR was performed in a volume of 20 μL containing 10 μL of 2× SYBR Premix ExTaq™, 2 μL cDNA (1:100 diluted), 2 μL each of forward and reverse primers (1 μmol/L), and 2 μL nuclease free H2O. The qRT-PCR program was as follows: 94 °C for 3 min followed by 40 cycles at 94 °C for 15 s, 60 °C for 30 s, and 72 °C for 20 s. At the end of each PCR reaction, the melting curve was analyzed for the PCR products to confirm the presence of a single fragment of amplification. The expression level of each OBP was then calculated by 2−ΔCT using the comparative CT method in which the discrepancy between the CT for the OBP and β-actin (ΔCT) was calculated to normalize the variation in the amount of cDNA in each reaction. Three biological replicates were performed.
Table 2
Primers used for gene expression detection of BdorOBPs by qRT-PCR.
Primer name
(5′→3′) Nucleotide sequence
BdorOBP1RTF
GGCGAGCGTTGTTTCCAG
BdorOBP1RTR
ATCGGCACCAGCACTTCC
BdorOBP2RTF
TTCTTCGCTGTTGCTGTTTTGC
BdorOBP2RTR
AGAAGCATTTGACTTTGCCATC
BdorOBP3RTF
TTGACCGAGGAGCAGAAAC
BdorOBP3RTR
TTGACTTTGCCATCGACTT
BdorOBP4RTF
GAACTTCTTCGCTGTTGCTG
BdorOBP4RTR
CTTGACTGTCATCGCCTTTG
BdorOBP5RTF
CCACGACTTCATTGAGGGTA
BdorOBP5RTR
CCACAGCAGCAACTAATTTATC
BdorOBP6RTF
ACGAAGCCAAAGTCACGG
BdorOBP6RTR
GCATCAAAGACGCCATCC
BdorOBP7RTF
GTTGCAGGCAAATTCCAGAT
BdorOBP7RTR
AGAGTCCCATTCGCTCCACA
BdorOBP8RTF
CGAAGTCGGCAGCAAAGA
BdorOBP8RTR
TCGTCCGCATCGAACCAG
BdorOBP9RTF
GCGATGCCGACCATGATGAC
BdorOBP9RTR
ACCACCACGATAAGCCCACT
BdorOBP10RTF
GTGTCTTCTGCGAACATGAGG
BdorOBP10RTR
CACTTGTGACCACGATAGGC
β-actinRTF
CTCGTCCAACCGTTCATACC
β-actinRTR
CTGACCTGCCCACTGAAGTT
3.6. Statistical Analysis
All the results from experimental replicates were analyzed by one-way analysis of variance (ANOVA) and Duncan’s test using SPSS 16.0 (IBM Corporation, Somers, NY, USA).
4. Conclusions
This work presents for the first time a study on the OBPs in Tephritid fruit flies, which are of major economic importance in agriculture. Despite some advances during the past few decades, no new approaches to Tephritid fruit flies control have been widely and effectively used. Transcriptome sequencing has provided insights into an approach to identify functional genes in important biological processes, such as development and reproduction [29,41]. In our study, 10 OBP genes were identified from B. dorsalis for the first time. Tissue distribution of the OBP genes showed that most of them are highly expressed in the antenna of both sexes. BdorOBP7 is specifically expressed in leg, and four OBPs (BdorOBP1, BdorOBP4, BdorOBP8, and BdorOBP10) are also enriched in the abdomen, indicating that they may function in other biological processes. Large-scale functional and structural characterization of these OBPs will be the objectives of our further research.
Authors: Ewald Grosse-Wilde; Linda S Kuebler; Sascha Bucks; Heiko Vogel; Dieter Wicher; Bill S Hansson Journal: Proc Natl Acad Sci U S A Date: 2011-04-15 Impact factor: 11.205
Authors: Stefan Dippel; Georg Oberhofer; Jörg Kahnt; Lizzy Gerischer; Lennart Opitz; Joachim Schachtner; Mario Stanke; Stefan Schütz; Ernst A Wimmer; Sergio Angeli Journal: BMC Genomics Date: 2014-12-18 Impact factor: 3.969
Authors: Paolo Siciliano; Francesca Scolari; Ludvik M Gomulski; Marco Falchetto; Mosè Manni; Paolo Gabrieli; Linda M Field; Jing-Jiang Zhou; Giuliano Gasperi; Anna R Malacrida Journal: PLoS One Date: 2014-01-08 Impact factor: 3.240
Authors: P Siciliano; X L He; C Woodcock; J A Pickett; L M Field; M A Birkett; B Kalinova; L M Gomulski; F Scolari; G Gasperi; A R Malacrida; J J Zhou Journal: Insect Biochem Mol Biol Date: 2014-03-07 Impact factor: 4.714