Insects rely on olfaction to locate food, mates, and suitable oviposition sites for successful completion of their life cycle. Agrilus planipennis Fairmaire (emerald ash borer) is a serious invasive insect pest that has killed tens of millions of North American ash (Fraxinus spp) trees and threatens the very existence of the genus Fraxinus. Adult A. planipennis are attracted to host volatiles and conspecifics; however, to date no molecular knowledge exists on olfaction in A. planipennis. Hence, we undertook an antennae-specific transcriptomic study to identify the repertoire of odor processing genes involved in A. planipennis olfaction.
Methodology and Principal Findings
We acquired 139,085 Roche/454 GS FLX transcriptomic reads that were assembled into 30,615 high quality expressed sequence tags (ESTs), including 3,249 isotigs and 27,366 non-isotigs (contigs and singletons). Intriguingly, the majority of the A. planipennis antennal transcripts (59.72%) did not show similarity with sequences deposited in the non-redundant database of GenBank, potentially representing novel genes. Functional annotation and KEGG analysis revealed pathways associated with signaling and detoxification. Several odor processing genes (9 odorant binding proteins, 2 odorant receptors, 1 sensory neuron membrane protein and 134 odorant/xenobiotic degradation enzymes, including cytochrome P450s, glutathione-S-transferases; esterases, etc.) putatively involved in olfaction processes were identified. Quantitative PCR of candidate genes in male and female A. planipennis in different developmental stages revealed developmental- and sex-biased expression patterns.
Conclusions and Significance
The antennal ESTs derived from A. planipennis constitute a rich molecular resource for the identification of genes potentially involved in the olfaction process of A. planipennis. These findings should help in understanding the processing of antennally-active compounds (e.g. 7-epi-sesquithujene) previously identified in this serious invasive pest.
Citation: Mamidala P, Wijeratne AJ, Wijeratne S, Poland T, Qazi SS, Doucet D, et al. (2013) Identification of Odor-Processing Genes in the Emerald Ash Borer, Agrilus planipennis. PLoS ONE 8(2): e56555. https://doi.org/10.1371/journal.pone.0056555
Editor: Frederic Marion-Poll, AgroParisTech, France
Received: April 18, 2012; Accepted: January 15, 2013; Published: February 12, 2013
Copyright: © 2013 Mamidala et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This research was supported by a grant from the USDA APHIS (GRT00011769/60016270)/USDA Forest Service Accelerated Emerald Ash Borer Research Program, by State and Federal funds appropriated to the Ohio Agricultural Research and Development Center, The Ohio State University and by a Genomic Research and Development Initiative grant from Natural Resources Canada. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Olfaction is the primary sensory perception modality in insects, guiding them to locate food (host cues), conspecifics (mating), suitable oviposition sites (access to nutritious and digestible food for off-spring), and to detect predators and toxic compounds –. Antennae are the principal biosensors for insect olfaction, where odorant messages (host plant volatiles, pheromones and predator odors) are translated into physiological signals (chemical and electric) that ultimately affect the insect's behavior . Insect antennae are mobile, segmented and paired appendages with a basal scape, distal pedicel and flagellomeres that house sensilla or sensory hairs.
The majority of the insect sensilla contain 1–4 olfactory receptor neurons (ORNs) surrounded by accessory cells . The ORNs act as biological transducers that convert ecologically relevant volatile chemicals into a sensory input. A number of perireceptor proteins and surface receptors have been identified as having roles in olfaction, depending on the odor context and ORNs involved. These include the odorant binding proteins (OBPs), odorant receptors (ORs), the sensory neuron membrane protein 1 (Snmp1), chemosensory proteins (CSPs), gustatory receptors (GRs) and ionotropic receptors (IRs).
OBPs are small, hydrophilic proteins that are secreted by the accessory cells and accumulate in the sensillum lymph. The function of OBPs in coleopteran insect communication is starting to be unraveled, with several OBPs having been isolated in moths, dipterans and hemipterans and displaying affinities to host plant volatile compounds or pheromones –. As their name implies, OBPs uptake volatile odors that enter the sensillum pore, bind physiologically relevant molecules and transport their cargo to the surface of ORNs . OBPs serve as the liaison between the external environment and the odorant receptors (ORs) located on ORNs dendrites . CSPs, like OBPs, are small molecular weight soluble proteins, some of which are expressed at high levels in the sensillum lymph and in other non-olfactory tissues. Though the role of CSPs in mediating chemoreception is unclear, their tissue-specific expression, ligand binding kinetics, and their binding affinity towards pheromones supports their putative role in insect olfaction .
Insect ORs have seven transmembrane domains with inverted membrane topology, a unique pattern found in insects compared with that of higher animals . The OR family is extremely diverse, with the beetle Tribolium castaneum encoding up to 300 different OR genes , . Studies in Drosophila have revealed the requirement of two ORs to transduce odor-evoked signals: an olfactory receptor coreceptor (Orco, previously known as OR83b , and a specific OR, which varies according to ORN type ). Orco is widely conserved across insects and is required for the trafficking and functioning of co-expressed ORs . Snmp1 is a homolog of the mammalian CD36 and has been shown to be required for pheromone-evoked signaling in Drosophila , . Snmp1 appears to play a role that is specific to pheromone perception, as it is dispensable in general odorant-evoked signaling .
Finally, the transmembrane IRs have been recently identified as receptors in odor-mediated signaling in Drosophila. Work in this insect model system by Benton et al. 2009  showed that several IRs are expressed at the ciliated endings of some antennal receptor neurons. Furthermore, the ectopic expression of some IRs in specific sensilla triggers novel odor-evoked responses, implying a functional connection between IRs and odor perception.
Invasive insect pests represent a category of animals that have been successful in invading unoccupied ecological niches worldwide. The emerald ash borer (Agrilus planipennis Fairmaire) represents one such species at the present time. The accidental introduction of A. planipennis into North America in 2002 has so far resulted in the mortality of tens of millions of North American ash trees (Fraxinus spp.) and its spread continues, making the entire ash resource highly vulnerable to its attack –. Despite attaining “high alert” pest status, and considerable effort to develop traps and lures for early detection and implementation of management tactics that could help contain the spread of A. planipennis, to date little information exists on how this insect pest may perceive host volatiles and mate cues. Adult A. planipennis are attracted to host volatiles ,  and to conspecifics –, but discrepancies have been observed between the activity of certain volatiles, as measured by electroantennography or behavioral tests e.g. the bark volatile 7-epi-sesquithujene . Identifying the antennal pathways that participate in volatile compound binding, transport and olfactory neuron response may help us understand why certain compounds elicit, or fail to elicit, behavioral activity in a laboratory or field setting.
With the advent of next generation sequencing methods (viz., 454 pyrosequencing and Illumina platforms), considerable progress in insect genomics has been achieved in the recent past –. For example, our recent study on tissue-specific (midgut and fat body) transcriptomics on A. planipennis using 454 pyrosequencing revealed a plethora of candidate genes involved in detoxification and provided insights into transcriptionally driven physiological adjustments . For the present study, we applied 454 pyrosequencing to decipher the antennal transcriptome of A. planipennis. This effort should allow us to identify genes of A. planipennis that are potentially involved in recognizing host and mate cues leading to an increased understanding of A. planipennis olfaction.
Results and Discussion
Sequencing of the A. planipennis antennal transcriptome resulted in a total of 37,399,265 bases and 139,085 reads. Contig assembly using Newbler and CAP3 assemblers generated a total of 30,615 high quality expressed sequence tags (ESTs). These ESTs included 3,249 isotigs and 27,366 non-isotigs (terms explained in Material and Methods), which were used for further analyses (Figure 1). The isotigs sequences ranged from 84 bp to 5,289 bp, with an average length of 828 bp and total length of 2,692,017 bp; whereas the non-isotigs ranged from 50 bp to 1,691 bp with an average length of 289 bp and total length of 7,929,112 (Table S1).
Among the A. planipennis antennal ESTs obtained (30,615), a majority (18,284 sequences, 59.72%) (Table S2) did not show any similarity with proteins deposited in the non-redundant database of GenBank, potentially representing novel genes, as observed with the Manduca sexta antennal transcriptome . The top BLAST hits of the A. planipennis ESTs showed high similarity with proteins from insects (94.28%) and other eukaryotes (5.14%), followed by proteins from bacteria (0.25%), fungi (0.27%) and viruses (0.03%) (Figure 2, Table S3). We then compared the A. planipennis antennal transcripts with the genomes of model insects (Acyrthosiphon pisum Harris, Anopheles gambiae Giles, Drosophila melanogaster Meigen, Tribolium castaneum Hebst); A. planipennis proteins revealed high sequence similarity (39.45%) with those of T. castaneum, the only beetle genome sequence available to-date (Figure 3) . An approximately equal percentage of sequences showed similarity (27.96% A. gambiae, 27.86% D. melanogaster and 26.76% A. pisum) with the other three species compared (Figure 3). We also compared the current antennal ESTs with our previous A. planipennis midgut and fat body transcriptomic databases to examine tissue-specificity among the ESTs. This comparison revealed a higher percentage of transcripts similar to midgut transcripts (37.16%) than to fat body transcripts (23.75%) while 39.1% of transcripts were antennae-specific (Figure S1; Table S4). Results of this tissue-specific comparison of A. planipennis antennal sequences are in agreement with findings reported for the M. sexta antennal transcriptome .
Gene ontology, Protein domains and KEGG analysis
Gene ontology (GO) assignments and Kyoto Encyclopedia of Genes and Genomes (KEGG) classifications were applied to the predicted antennal proteins. From the A. planipennis antennal ESTs obtained, a total of 5,486 antennal ESTs were assigned to various GO terms (3,350 Biological Process, 1,177 Cellular Component and 959 Molecular Function; Table S5). The major GO terms associated with Molecular Function were catalytic (48.80%), binding (25.34%), and transporter activity (14.91%), which potentially reflects the metabolic nature of the antennal tissue (Figure 4). The majority of the Biological Process and Cellular Component terms were associated with cellular process (53.46%) and cellular components (36.24%). Similar GO categories were also obtained for the midgut and fat body transcriptome of A. planipennis and antennal transcriptome of M. sexta , .
GO terms assigned to biological process (blue), cellular component (green), and molecular function (red).
The Pfam domain search yielded 6,524 domains for 3826 transcripts (Table S6). Among the top 20 domains, immunoglobulin domains were the most abundant (314). Immunoglobulin's (Ig) are the largest category of cell surface proteins in insects, which assist in neuronal guidance and play important roles in insect immunity , . A prominent example of the importance of such domain in insects can be found in the Drosophila Ig-containing receptor Dscam (Down syndrome cell adhesion molecule). Dscam can be spliced into 18,000 isoforms that direct neurite self-avoidance, but that are also involved in immune recognition , . Next to immunoglobulin domains, we found a high number C2H2 Zinc finger proteins (ZFPs, 305) and WD40/YVTN (298) domains. While ZFPs represent the largest group of DNA/RNA binding proteins in eukaryotes, the WD40 repeats play a vital role in RNA processing, signal transduction and cytoskeleton assembly , . Recent studies using RNA interference (RNAi) to reveal the function of the abrupt gene coding for ZFP in T. castaneum resulted in fusion of adjacent articles throughout the antenna . We also identified Armadillo domains (201) in the current database which are thought to be involved in signal transduction and embryonic development . The abundance of Major Facilitator Superfamily (MFS) domains (123) in the A. planipennis antennal transcriptome is in agreement with recent RNA-Seq studies on chemosensory tissues of A. gambiae . The high occurrence of NAD(P) binding domain (89) might be involved in the biotransformation of odorant/toxic compounds . Lastly, we found a high number of tetratricopeptides (TPP, 54) and Ankyrin repeat-containing domains (47) which are thought to be involved in several protein-protein interactions –.
The KEGG analysis for the assigned sequences (2,270) resulted in 61 metabolic pathways with predominant sequences involved in purine metabolism (543), thiamine metabolism (435) and secondary metabolites (70) (Table S7). Similar trends in the KEGG assignment was found for midgut and fat body transcriptomes of A. planipennis .
Genes of interest
We focused on gene families associated with odor processing and odor/xenobiotic degradation (Table 1). The retrieved number of odor reception ESTs (9 OBPs; 2 ORs; 1Snmp; 6 IRs; 6 Ionotropic Glutamate Receptors, IGluRs; 2 GRs; and 4 CSPs) in the derived A. planipennis antennal transcriptome reflects the depth of our sequencing, using one-quarter picotitre plate. Future genomic studies may provide the actual/entire complement set of genes involved in A. planipennis olfaction. The recent genome projects of the pea aphid (A. pisum) and body louse (Pediculus humanus) revealed a comparatively lower number of OBPs (15 and 5) and ORs (79 and 10) than in T. castaneum , –. These observations could reflect their mode of feeding and/or host specialization i.e., phloem feeding specialization (pea aphid) or obligate parasitism (body louse). On the other hand, T. castaneum has a large repertoire of olfactory genes (265 ORs; 49 OBPs; 19 CSPs) , . From these observations, it is evident that the number of odor processing genes is highly variable among insect species and that this genomic diversity is linked to specific life history features, reproduction and mode of survival , –.
The deduced ApOBP1, ApOBP3 and ApOBP4 proteins showed 6 α-helices (Figure 5A–5C) with a calculated molecular mass of 14 kDa (pI 4.60), 14.1 kDa (pI 4.84) and 14 kDa (pI 7.51), respectively that are within the expected range for insect OBPs , . Further, all the OBPs identified in this study revealed a signal peptide in the amino terminus (ApOBP1: first 18 amino acids; ApOBP3: first 22 amino acids and ApOBP4: first 19 amino acids), which supports the fact that OBPs are secreted into the sensillary lymph surrounding the ORNs . The amino acid alignment of ApOBP1, ApOBP3 and ApOBP4 with several other insect OBPs revealed both the conserved and defined spacing of 6 cysteine residues (C1-X15-39-C2-X3-C3-X21-44-C4-X7-12-C5-X8-C6) (Figure 6) thought to form disulfide bonds that stabilize the three-dimensional structure of the OBP .
The start and stop codons are highlighted in dark gray. The putative signal peptide is underlined. The 5 predicted alpha helices are shaded in gray (the signal peptide sequence was removed before identifying alpha helical regions of the protein).
Analyses included OBPs and pheromone binding proteins (PBPs) and antennal binding proteins (ABPs) of Tribolium castaneum OBP7 (EFA04593), Anomala cuprea PBP (BAC06496.1), Phyllopertha diversa OBP1 (BAA88061) Anomala octiescostata PBP (BAC06497.1), Popillia japonica PBP (AAC63436.1), Exomala orientalis PBP (BAB70711.1), Heptophylla picea OBP1 (BAC07270), Tribolium castaneum OBP6 (EFA04594), Rhynchophorus palmarum OBP4 (AAQ96921), Heliothis virescens ABP (CAA05508), Agrotis ipsilon ABP1 (AAP57463.1), Bombyx mori ABP (NP_001037500.1), Anomoala rufocuprea PBP (BAF79995.1), Lygus lineolaris ABP (AAC43033), Manduca sexta ABP3 (AF393488_1), and Agrilus planipennis OBPs (ApOBP1, ApOBP3, ApOBP4). Identical residues among all the sequences are shaded in grey.
We also compared all 9 predicted OBPs of A. planipennis with 61 coleopteran OBPs in order to reveal their diversity within the insect order (Figure 7). Homology modeling of the ApOBPs revealed close matches with existing insect OBP structures (Table S8), including a conserved number and positions of cysteines involved in disulfide bond formation. Among the 9 OBPs of A. planipennis, ApOBP4 and ApOBP7 are the only ones that were identified as potential orthologs of known OBPs, namely TcOBP15 and TcOBP9, respectively (Figure 7). These observations are in agreement with the diversity of insect OBPs such as in the lucerne plant bug (Adelphocoris lineolatus) , suggesting the hypothesis of evolution of OBP genes from the same ancestral gene and then divergence by gene duplication after specialization. Since insect behavior is associated with unique odorants (host-specific odorants and pheromones), different species have apparently been under distinct selective pressures, leading to considerable diversification among the OBP members –.
The signal peptides were removed from each OBPs prior to analysis. All accession numbers are given in parenthesis beside each OBP name. The phylogenetic tree was constructed using MEGA5, using a 70% cut-off bootstrap value.
The gene expression levels of odor perception genes (ApOBP1 and ApOBP2) revealed sex- and development-specific patterns (Figure 8, Table S9). ApOBP1and ApOBP2 exhibited significantly higher expression (p<0.01) in females compared to all developmental stages of males (Figure 8A, 8B). Further, ApOBP2 showed an increasing trend in mRNA levels from virgins to post-oviposition females (Figure 8B). Higher transcript levels of ApOBP1and ApOBP2 in females may indicate a perception response to host and/or sex-attractants (aggregation pheromones) as reported in several other insect species , . Male-produced sex attractant aggregation pheromones are found most commonly in Coleopterans, and are thought to be important for mate recognition and as short-range pheromones, increasing the chances for mating . Although aggregation pheromones have not been reported in A. planipennis, future studies on ApOBP1 and ApOBP2 may help in deciphering their role in host and mate cues (dual perception) as observed with BmGOBP2 of Bombyx mori .
mRNA levels of odor binding proteins, ApOBP1 (A), ApOBP2 (B), odorant receptor, Apla\Orco (C), sensory neuron membrane protein, ApSNMP (D), cytochrome P450s - ApCYP6 and (E) ApCYP9 (F) in male (black bars) and female (grey bars) antennae of mid-mature, mature, post-mated and post-oviposit samples of A. planipennis. The newly eclosed virgin-male and -female antenna were taken as calibrator to calculate fold change using comparative CT method. Elongation factor-1α of A. planipennis was used as an internal control. Standard error of the mean for three technical replicates is represented by the error bars. Single and double asterisks indicate significant differences from the control group at P values of <0.01 and <0.05, respectively.
A similarity search for the 2 retrieved ORs (Apla\Orco and ApOR64 ) against the non-redundant nucleotide (nr) database at NCBI using BLASTp, revealed 65% identity with OR83b of Holotrichia parallela (AEG88961.1,4e−134) and 40% identity with OR64 of T. castaneum (EFA10800.1, 1e−26 ) at the amino acid level. Phylogenetic analysis of Apla\Orco and ApOR64 with other insects revealed a wide divergence (Figure S2) which is in agreement with findings for several insect ORs . We further examined the expression profiles of Apla\Orco, an odorant receptor that is highly conserved among insect species . The gene expression profiles for Apla\Orco were found to be significantly higher (p<0.05) in antennal samples from female A. planipennis compared to males (Figure 8C). The higher expression Apla\Orco in females suggests that it is an important receptor for detecting host cues (i.e. locating suitable oviposit sites) or in response to male-produced pheromones, as observed in other insect species . Or83b is known to be required for the function of all heteromeric ORs and the latter are responsible for the initial steps of chemosensation in the ORNs of antennae –.
IRs are transmembrane proteins closely related to the Ionotropic Glutamate Receptors (IGluRs) involved in neuronal cell-cell communication. All IRs identified to date include in their basic domain architecture a non-contiguous ligand-binding domain (LBD, made of S1 and S2 domains) flanking an ion channel domain . Two single IRs, IR8a and IR25a, also include an amino terminal extension termed the Amino Terminal Domain typical of IGluRs (ATD) . Our sequencing efforts have allowed us to discover 6 antennal IRs, including two with higher sequence similarity to IR8a/IR25a orthologs (ApIR25a and a sequence, ApG3QO8C00JMTAX, which could not be clearly assigned to either the IR8a or IR25a subgroup, Figure 9). The four other IRs of A. planipennis include an ortholog of IR41a, IR76b and two orthologs of IR64a (ApIR41a, ApIR76b, ApIR64a-1, and ApIR64a-2). IR41a, IR76b and IR64a are representatives of the repertoire of “antennal IRs” that is conserved among insects, in contrast to a subset of “divergent IRs” that is mostly species-specific . Although the full length sequences of these ApIRs remain to be obtained (none were complete, with the longest contig encoding a 314 aa receptor fragment), IR signature domains were identified in most of the sequences. We also identified 6 ApIGluRs (ligand-gated ion channels) which are thought to mediate chemical communication between neurons at synapses in insects . The conspicuous underrepresentation of gustatory receptors (2 ApGRs, Table 1) is in agreement with several other recent antennal transcriptomic studies –. As their names imply, GRs are expressed mostly in gustatory organs such as the mouthparts (labial palps, glossa, etc.) compared to antennal tissue . In Drosophila, a sizable number of GRs are involved in bitter tasting . Future RNA-Seq sensory studies of A. planipennis (including the head and/or maxillary palps of both sexes) combined with the genome annotation may better reveal the actual number and sex-biased expression profiles of ApGRs as per other studies , .
The tree was constructed using ClustalW including 23 putative Tribolium castaneum antennal IRs. Dots indicate A. planipennis IRs and the sub-clade of IRs containing an Amino Terminal Domain (ATD) is indicated in green.
The other non-receptor olfactory gene family members found in the current antennal transcriptome were CSPs (4) and sensory neuron membrane proteins, SNMP (1) (Table 1). Among the 4 CSPs obtained in the current study, we were able to retrieve the full-length sequence for only one CSP (ApCSP4), which had a signal peptide at the amino terminus and revealed the conserved cysteine pattern of C1-X6-8-C2-X18-C3-X2-C4 as observed in other coleopteran insect species (Figure S3) . CSPs are small soluble proteins found in the sensillum lymph of insects, and play a crucial role in binding with odorants and pheromones ,  and are thought to function to a lesser extent in host seeking behavior , . The expression profile of ApSNMP was very intriguing, as the transcript levels decreased from newly eclosed virgins to post-mated males. On the other hand, the transcript levels of ApSNMP increased from newly eclosed virgins to oviposition females (Figure 8D). SNMPs are important signaling components of odor detection, wherein combination with other ORs detect specific pheromones from spurious environmental stimuli . These are homologs of CD36, a scavenger receptor important for lipoprotein binding and uptake of cholesterol and lipids in vertebrates, and under-studied in insects , . The high expression of ApSNMP in post-oviposition A. planipennis females might explain its putative role in host cue detection (Figure 8D). However, future functional studies (RNA interference) will be required to ascertain the actual role of ApSNMP in A. planipennis olfaction.
The female-biased expression of odor reception genes in A. planipennis may be attested to its duration on the host plant. Females tend to spend more time compared to males (Poland, personal observations), which is supported with predominant (76%) female A. planipennis on ash trunks . Immature and sexually mature females predominantly feed and rest on leaves. On the other hand, males do spend some time feeding, but then hover in the air around the canopy of trees looking for females to land on. After mating, the males zip off and begin hovering again, whereas the females continue to feed on the host and move down onto the trunk to oviposit (Poland, personal observations). These observations are in agreement with olfactometer assays wherein virgin female A. planipennis beetles were most attracted towards beetle damaged or MeJa-exposed ash trees . On the other hand, male A. planipennis do not show such responses to insect damaged foliage or MeJa-treated volatiles . Sexual dimorphism is also observed in A. planipennis, wherein females tend to be larger and have more rounded abdomens, whereas males are smaller with tapered abdomens . The size dimorphism is likely related to egg production by females. Sensilla on the sternum of males may aid in contact with the female when mounted during copulation. Further, a study on fine structure of antennal sensilla in A. planipennis revealed that males seem to have noticeably more uniporous gustatory/taste sensilla than females, suggesting short range/contact cues are important for mate recognition, particularly by males . Therefore, at the current time we are unable to correlate sexual dimorphism with sex-biased expression of odor-reception genes performed in the current study.
The higher number of odor/xenobiotic degrading ESTs (193) compared to odor reception suggests their putative role in odor degradation and detoxification as observed in other insect species , . Among the odorant/xenobiotic degrading enzymes, we found a high number of ESTs (83) encoding cytochrome P450s (Table 1), which are thought to participate in detoxification (dietary and insecticides), odor processing (pheromone synthesis and odor degradation), and neuro/developmental functions in insects –. Quantitative expression profiles of putative CYP3 clan members (CYP6 and CYP9) indicated female-biased expression (Figure 8E and 8F) . Both the P450s revealed a constitutive pattern of expression in all the antennal samples of male A. planipennis. However, in females, the P450s assayed displayed an increasing pattern from newly eclosed virgins to sexually mature individuals followed by a decline in post-mated insects and then a peak expression in post-oviposition females (p<0.05) (Figure 8E and 8F). This female-biased expression of P450s in A. planipennis supports the observation that females frequently encounter host allelochemicals, thus potentially requiring elevated levels of cytochrome P450s.
Besides P450 proteins, the most abundant odorant/xenobiotic degrading ESTs represented esterase's (56), which are thought to function in metabolic resistance and odor degradation in several insect species –. Esterases are also well known for their hydrolytic action on esters during pheromone synthesis and degradation . We also predicted the presence of other important odorant/xenobiotic degrading proteins such as glutathione S-transferases (GSTs, 13), aldehyde dehydrogenase (31), epoxide hydrolases (9) and several other antioxidants (Table 1) that have been reported to be involved in odor/xenobiotic degradation . The antennae-specific expression of insect GSTs in moths is thought to play dual roles involving signal termination and protection from toxic compounds . Taken together, these putatively identified odorant/xenobiotic degrading proteins of the current study could play protective roles in the antennal tissue of A. planipennis.
This is the first study of genes involved in the reception, processing and degradation of volatiles in the invasive insect pest A. planipennis. The number of odor reception and odor degradation genes identified provides insights into the olfactory processes of A. planipennis in detecting host- and mate-cues. The female-biased expression of candidate odorant reception genes will help understand the host- and courtship-cues deployed by female A. planipennis. Future studies using homology modeling and molecular docking of the predicted odor reception proteins in combination with RNA interference (RNAi) experiments could reveal critical molecular targets of compounds known to be active toward A. planipennis (e.g. host green leaf volatile, (3Z)-hexenol; and the bark volatile 7-epi-sesquithujene).
Materials and Methods
All necessary permits were obtained for the described field studies. Rearing logs were cut at Fox Memorial Park in Potterville, Eaton County, Michigan. We obtained permission to cut the logs from Dan Patton, Director of Eaton County Parks. We also had a permit from the Michigan Department of Natural Resources and Environment (Land Use Permit number WD-FRM-2011-001). It was issued by Don Avers, DNR Wildlife Division.
Naturally infested ash trees were felled at the end of 2010 and early 2011 in Eaton County, MI and cut into 55-cm long logs. Logs were held in cold storage at 4°C until needed, then placed in rearing tubes at room temperature to allow beetles to emerge. Emerging beetles were collected daily, separated by sex, and kept in 295 ml plastic beverage containers with an evergreen ash, F. uhdei (Wenzig) Linglesh, leaf in a vial of water for feeding. Up to 5 beetles of the same sex were held in each container and were stored in growth chambers at 25°C with a photoperiod of 14L:10D, and >70% relative humidity. Leaves were replaced three times a week. Newly eclosed virgin beetles (15 of each sex) were sampled between 2 to 3 days after emergence. Mature virgin beetles (15 of each sex) were sampled between 10–12 days after emergence. A. planipennis adults require 7–10 days of feeding before becoming sexually mature. An additional 56 sexually mature A. planipennis adults of each sex (12–14 days old) were paired for mating on 26 July 2011 and held as individual pairs in separate petri dishes (100 mm diam) with a piece of evergreen ash leaf. Petri dishes were arranged on the laboratory bench in a single layer and each pair was observed every 30 minutes for mating. Pairs that mated and remained in copula for at least two successive observation periods were considered to have mated successfully with sperm transfer. After mating was observed, the pair was placed in a plastic beverage container with an evergreen ash leaf and returned to the growth chamber. Twenty mated beetles of each sex were sampled within 2 days after mating. The remaining pairs of beetles were maintained as individual pairs in plastic beverage containers with fresh evergreen ash foliage and an ash stick (approx. 1 cm diam and 12 cm long) wrapped with curling ribbon as an oviposition substrate for females. Containers containing beetles were held in growth chambers as described above. Leaves were replaced three times a week and ash sticks were checked daily for the presence of A. planipennis eggs under the curling ribbon. When eggs were found, females were sampled as post-oviposition females. A total of 10 post-oviposition females were sampled.
Dissections and RNA isolation
In total 100 antennal pairs (50 male and 50 female adults) from adult A. planipennis (newly eclosed virgins, sexually mature virgins, post-mated males and females and post-oviposition females) were cut off and transferred to 2 ml eppendorf tubes for total RNA extraction using TRIzol method. The samples were subjected to QC using the Nanodrop 2000c (Thermo Scientific) before shipping them to Purdue Genomics Core Facility (West Lafayette, IN) for 454 pyrosequencing.
Assembly, annotation, comparative genomics and sequence analysis
Primary assembly of the 454 sequences of A. planinpennis antennae was done using Newbler Assembler (version 2.5). This assembly generated three files: Isotigs (assembled contigs that are possible transcripts), contigs that were not assembled into isotigs and singletons that were not assembled. According to Newbler assembly, contigs with overlapping ends are assembled into contig graphs and branches within these graphs represent possible alternative splicing. Therefore, isotigs, which represent each possible path through graphs, could be considered as transcripts and all the possible paths within one contig graph are called isogroup. Isogroup could be considered as individual gene and isotigs within an isoform are potential alternative splice events of a gene. Contigs and in some cases, singletons could represent exons.
The singletons that were not assembled were reassembled using CAP3 to reduce redundancy with ‘-z’ option set to 1. To avoid redundancy and make as single sequence file, Isotigs, contigs that were not assembled into isotigs, CAP3-contigs and CAP3- singleton were combined using CD-hits . Non-isotigs were defined as all the above sequences except isotigs. For annotation, all the derived sequences were searched against Swiss-Prot (https://www.uniprot.org) and the sequences that did not have matches were searched against National Center for Biotechnology Information (NCBI) non-redundant (nr) database using BLASTx (BLAST 2.2.23+, E-value < e−5) . The BLAST results were imported into the Blast2GO suite  for annotation of each EST. Blast2GO was used to find conserved protein domains using InterProScan (IPS) . The domain information found using IPS search was merged with GO annotations. The GO terms were exported and categorized using a web-based tool, CateGOrizer with “Aqua” tool ,  To find similarities of the assembled sequences with other species with complete genome sequence, BLASTx searches (E value < e−3) were carried out against protein sequences of A. gambiae, A. pisum, D. melanogaster and T. castaneum. In addition, the assembled sequences were compared with previously assembled sequences from mid-gut and fat-body transcriptomic sequences with E value < e−6 and percentage of identical matches above 96% . The secondary structure for all the OBPs were predicted using online tool PSIPRED protein structure prediction server (http://bioinf.cs.ucl.ac.uk/psipred/). Multiple sequence alignment was performed using Clustal W software (http://www.ebi.ac.uk/Tools/clustalw/). Signal peptides were identified using SignalP 4.0 (http://www.cbs.dtu.dk/services/SignalP/)  and removed from all OBPs used in the phylogenetic analysis due to their highly diversified nature. A phylogenetic tree was constructed using the neighbor joining method as implemented in MEGA 5.0 .
To obtain the full length sequences of ApOBP3 and ApOBP4, 5'- and 3'- (Rapid Amplification of Complementary Ends (RACE) - PCR was performed by the PCR suppression and step-out procedure as per Matz et al. 2003 , using nested primers. In brief, cDNA template (prepared from 500 ng RNA of A. planipennis adult head), 5prox adapter, 3prox adapter and gene specific primers (Table S9) were used for the first step 5'- and 3'- RACE reactions [1 mM MgSO4, 0.3 mM dNTPs, 0.05µM primers, 1µl of diluted cDNA (1:25) with TM buffer (TM buffer: 10 mM Tris-HCl, pH 8.0; 1 mM MgCl2) and 1 U of AccuPrimeTM Pfx DNA polymerase, Invitrogen].The cycling regime of the first stage RACE was: denaturation at 95°C for 3 min, followed by 35 cycles at 95°C for 15 sec, annealing at 55°C for 30 sec and extension at 68° C for 5 min. Final extension was performed at 68° C for 5 min. For the second (nested) step PCR reactions, 5′- and 3′-RACE was performed by paring with universal Udist primers and gene specific forward and reverse primers respectively (Table S10). The second step RACE reaction setup included: 0.1µM of primers, 1.5 mM MgCl2, 200µM dNTPs, 1µl of diluted first stage amplified product (1:50 fold diluted 5′- or 3′-RACE product in MilliQ water), and 1 U of Taq DNA polymerase (New England Biolabs). The PCR cycling conditions were: denaturation at 95°C for 3 min, 20 cycles of denaturation at 95°C for 1 min, annealing at 55°C for 1 min and extension at 68°C for 2 min. The final extension step was at 68°C for 10 min. RACE products were resolved on 1.5% agarose gel and purified from the agarose gel as described in Sambrook et al. 1989 . The purified PCR products were cloned into pGEMT easy vector (Promega, Madison) and sequenced at Eurofins MWG Operon facility (Huntsville, AL).
Quantitative Real-Time Polymerase Chain Reaction
Fifteen pairs of antennae per sample (newly eclosed virgins, sexually mature virgins, post-mated males and females and post-oviposition females) were dissected and transferred immediately into ice-cold Trizol and stored at −80°C until further processed. These samples were homogenized individually in 2.0 ml eppendorf tubes and total RNA was isolated using TRIzol (Invitrogen) following the manufacturer's protocol. Following extraction, all the RNA samples were treated with TURBO DNaseTM (Ambion, Inc., Austin, TX) to eliminate potential genomic DNA contamination. The Super ScriptTM (Superscript III) First-Strand synthesis kit was utilized for cDNA synthesis using 200 ng of total RNA from each sample. All primer sequences used for expression analysis of candidate genes in the current study were designed using Beacon Designer 7 software (Table S9). Standard PCR was performed for all of the primers, and their products were run on agarose gel electrophoresis to ensure single bands. To confirm the tissue-specific expression of all the selected candidate genes (ApOBP1, ApOBP2, Apla/Orco, ApSNMP, ApCYP6 and ApCYP9), a routine PCR was performed using pooled antennal cDNA and midgut cDNA as templates (Figure S4). The cycling parameters were 95°C for 5 min followed by 39 cycles of 95°C for 10 s and 60°C for 30 s ending with a melting curve analysis (65°C to 95°C in increments of 0.5°C every 5 s) to check for nonspecific product amplification. A standard curve was done for each set of primers to check for primer efficiency. The curve consisted of 5-fold dilutions over four points. An elongation factor 1-α (ApEF-1 α) was used as internal control gene, which showed stable expression in A. planipennis . Fold change in gene expression among male and female antennal samples of A. planipennis were derived by the 2−δδCT method by taking newly eclosed virgin samples (male and female) as calibrator .
The Roche 454 pyrosequencing reads of A. planipennis antenna were submitted to NCBI Sequence Read Archive under the accession number of SRA048250.1 and Isotigs and contigs that are above 200 nt were also deposited in Transcriptome Shotgun Assembly (TSA) database under the submission number of SUB121675.
Comparison of antennal expressed sequence tags (ESTs) with midgut and fat body ESTs of Agrilus planipennis .
Phylogenetic relationship of A. planipennis odorant receptors with other coleopteran odorant receptors. The numbers near branches indicate bootstrap values.
Schematic drawing of Agrilus planipennis chemosensory protein (ApCSP4). Predicted signal peptide is illustrated with an underline. Four highly conserved cysteine residues were shown in grey color.
Tissue specific expression of antennal genes in pooled antennal (top panel) and midgut (bottom panel) samples. Genes validated include Elongation Factor 1α (1), odor binding proteins, ApOBP1 (2), ApOBP2 (3), odorant receptor, Apla\Orco (4), sensory neuron membrane protein, ApSNMP (5), cytochrome P450s - ApCYP6 and (6) ApCYP9 (7).
Length distribution of contigs and singletons obtained in Agrilus planipennis antennal transcriptome.
Comparative genomics of assembled transcripts of Agrilus planipennis transcriptomic sequences with protein sequences of Acyrthosiphon pisum, Anopheles gambiae, Drosophila melanogaster and Tribolium castaneum.
Top BLAST hits in the NCBI nr database for each unique contig of Agrilus planipennis antennal transcriptome.
Comparison of A.planipennis antennal transcripts with midgut and fatbody expressed sequence tags of Agrilus planipennis .
Gene ontology of Agrilus planipennis antennal transcriptome.
Summary of top ten protein domains based on occurrence in antennal transcriptome of Agrilus planipennis.
KEGG Summary of Agrilus planipennis antennal transcriptome.
Transcript and amino acid fasta files of the chemosensory genes profiled in the current study.
Detailed analysis of A. planipennis odorant binding proteins.
Thanks to Debbie Miller, Tina Ciaramitaro, and Kailash Brodeur for assistance with insect rearing and to Swapna Priya Rajarapu for help with dissections. Canadian Government Laboratory Visiting Fellowship to SSQ through National Science and Engineering Research Council of Canada (NSERC) is gratefully acknowledged.
Conceived and designed the experiments: PM OM DD MC. Performed the experiments: PM TP SSQ CB. Analyzed the data: PM AJW SW SSQ OM CB. Contributed reagents/materials/analysis tools: OM AJW SW TP DD MC. Wrote the paper: PM AJW TP OM DD MC CB SSQ.
- 1. Sato K, Touhara K (2009) Insect olfaction: receptors, signal transduction, and behavior. Results Probl Cell Differ 47: 121–138.
- 2. Touhara K, Vosshall LB (2009) Sensing odorants and pheromones with chemosensory receptors. Annu Rev Physiol 71: 307–332.
- 3. Jacquin-Joly E, Merlin C (2004) Insect olfactory receptors: contributions of molecular biology to chemical ecology. J Chem Ecol 30: 2359–2397.
- 4. Gao Q, Chess A (1999) Identification of candidate Drosophila olfactory receptors from genomic DNA sequence. Genomics 60: 31–39.
- 5. Harada E, Nakagawa J, Asano T, Taoka M, Sorimachi H, et al. (2012) Functional evolution of duplicated odorant-binding protein genes, Obp57d and Obp57e, in Drosophila. PLoS ONE 7: e29710.
- 6. Yin J, Feng H, Sun H, Xi J, Cao Y, et al. (2012) Functional Analysis of General Odorant Binding Protein 2 from the Meadow Moth, Loxostege sticticalis L. (Lepidoptera: Pyralidae). PLoS ONE 7: e33589.
- 7. He P, Zhang J, Liu N-Y, Zhang Y-N, Yang K, et al. (2011) Distinct Expression Profiles and Different Functions of Odorant Binding Proteins in Nilaparvata lugens Stål. PLoS ONE 6: e28921.
- 8. Leal WS (2005) Molecular basis of pheromone reception and signal inactivation in moths and beetles.: In: Tellez RJ,, Petroski MR, Behle RW, editors. Semiochemicals in Pest and Weed Control. Washington DC pp. 45–57.
- 9. Briand L, Swasdipan N, Nespoulous C, Bezirard V, Blon F, et al. (2002) Characterization of a chemosensory protein (ASP3c) from honeybee (Apis mellifera L.) as a brood pheromone carrier. Eur J Biochem 269: 4586–4596.
- 10. Benton R, Sachse S, Michnick SW, Vosshall LB (2006) Atypical Membrane Topology and Heteromeric Function of Drosophila Odorant Receptors In Vivo. PLoS Biol 4: e20.
- 11. Engsontia P, Sanderson AP, Cobb M, Walden KK, Robertson HM, et al. (2008) The red flour beetle's large nose: An expanded odorant receptor gene family in Tribolium castaneum.. Insect Biochem Mol Biol 38: 387–397.
- 12. Nei M, Niimura Y, Nozawa M (2008) The evolution of animal chemosensory receptor gene repertoires: roles of chance and necessity. Nat Rev Genet. 9: 951–963.
- 13. Vosshall LB, Hansson BS (2011) A unified nomenclature system for the insect olfactory coreceptor. Chem Senses 36: 497–498.
- 14. Larsson MC, Domingos AI, Jones WD, Chiappe ME, Amrein H, et al. (2004) Or83b encodes a broadly expressed odorant receptor essential for Drosophila olfaction. Neuron 43: 703–714.
- 15. Benton R, Sachse S, Michnick SW, Vosshall LB (2006) Atypical membrane topology and heteromeric function of Drosophila odorant receptors In Vivo. PLoS Biol 4: e20.
- 16. Benton R, Vannice KS, Vosshall LB (2007) An essential role for a CD36-related receptor in pheromone detection in Drosophila. Nature 450: 289–293.
- 17. Rogers ME, Sun M, Lerner MR, Vogt RG (1997) Snmp-1, a novel membrane protein of olfactory neurons of the silk moth Antheraea polyphemus with homology to the CD36 family of membrane proteins. J Biol Chem 272: 14792–14804.
- 18. Jin X, Ha TS, Smith DP (2008) SNMP is a signaling component required for pheromone sensitivity in Drosophila. Proc Natl Acad Sci U S A 105: 10996–11001.
- 19. Benton R, Vannice KS, Gomez-Diaz C, Vosshall LB (2009) Variant ionotropic glutamate receptors as chemosensory receptors in Drosophila. Cell 136: 149–162.
- 20. Cappaert D, McCullough DG, Poland TM, Siegert NW (2005) Emerald ash borer in North America: a research and regulatory challenge. Am Entomol 51: 152–163.
- 21. Poland T, McCullough D (2006) Emerald ash borer: invasion of the urban forest and the threat to North America's ash resource. J Forestry 104: 118–124.
- 22. Anulewicz AC, McCullough DG, Cappeart DL (2007) Emerald ash borer (Agrilus planipennis) density and canopy dieback in three North American ash species. Arbor Urban For 33: 338–349.
- 23. Smith A (2006) Effects of community structure on forest susceptibility and response to the emerald ash borer invasion of the Huron River Watershed in southeastern Michigan. The Ohio State University 122.
- 24. Crook D, Khrimian A, Francese JA, Fraser I, Poland TM, et al. (2008) Development of a host-based semiochemical lure for trapping emerald ash borer, Agrilus planipennis (Coleoptera: Buprestidae). Environ Entomol 37: 356–365.
- 25. de Groot P, Grant GG, Poland TM, Scharbach R, Buchan L, et al. (2008) Electrophysiological response and attraction of emerald ash borer to green leaf volatiles (GLVs) emitted by host foliage. J Chem Ecol 34: 1170–1179.
- 26. Pureswaran DS, Poland TM (2009) The role of olfactory cues in short-range mate finding by the emerald ash borer, Agrilus planipennis Fairmaire (Coleoptera: Buprestidae). J Insect Behav 22: 205–216.
- 27. Lelito JP, Böröczky K, Jones TH, Fraser I, Mastro VC, et al. (2009) Behavioral Evidence for a Contact Sex Pheromone Componentof the Emerald Ash Borer, Agrilus planipennis Fairmaire. J Chem Ecol 35: 104–110.
- 28. Silk PJ, Ryall K, Lyons DB, Sweeney J, Wu J (2009) A contact sex pheromone componenet of the emerald ash borer, Agrilus planipennis Fairmaire (Coleoptera: Buprestidae). Naturwiss 96: 601–608.
- 29. Ryall KL, Silk PJ, Mayo P, Crook D, Khrimian A, et al. (2012) Attraction of Agrilus planipennis (coleoptera: Buprestidae) to a volatile pheromone: Effects of release rate, host volatile, and trap placement. Env Entomol 41: 648–656.
- 30. Mittapalli O, Bai X, Mamidala P, Rajarapu SP, Bonello P, et al. (2010) Tissue specific transcriptomics of the exotic invasive insect pest Emerald Ash Borer. PLoS ONE 5: e13708.
- 31. Bai X, Mamidala P, Rajarapu SP, Jones SC, Mittapalli O (2011) Transcriptomics of the bed bug (Cimex lectularius). PLoS ONE 6: e16336.
- 32. Mamidala P, Asela JW, Saranga W, Kornacker K, Babu S, et al. (2012) RNA-Seq and molecular docking reveal multi-level pesticide resistance in the bed bug. BMC Genomics 13: 6.
- 33. Karatolos N, Pauchet Y, Wilkinson P, Chauhan R, Denholm I, et al. (2011) Pyrosequencing the transcriptome of the greenhouse whitefly, Trialeurodes vaporariorum reveals multiple transcripts encoding insecticide targets and detoxifying enzymes. BMC Genomics 12: 56.
- 34. Pitts RJ, Rinker DC, Jones PL, Rokas A, Zwiebel LJ (2011) Transcriptome profiling of chemosensory appendages in the malaria vector Anopheles gambiae reveals tissue and sex-specific signatures of odor coding. BMC Genomics 27: 271.
- 35. Grossee-Wilde E, Kuebler LS, Bucks S, Vogel H, Wicher D, et al. (2011) Antennal transcriptome of Manduca sexta. Proc Natl Acad Sci U S A 108: 7449–7454.
- 36. Richards S, Gibbs RA, Weinstock GM, Brown SJ, Denell R, et al. (2008) The genome of the model beetle and pest Tribolium castaneum. Nature 452: 949–955.
- 37. Seaver EC, Carpenter EM, Bastiani MJ (1996) REGA-1 is a GPI-linked member of the immunoglobulin superfamily present on restricted regions of sheath cell processes in grasshopper. Development 122: 567–578.
- 38. Watson FL, Puttmann-Holgado R, Thomas F, Lamar DL, Hughes M, et al. (2005) Extensive diversity of Ig-superfamily proteins in the immune system of insects. Science 309: 1874–78.
- 39. Hattori D, Chen Y, Matthews BJ, Salwinsky L, Sabatti C, et al. (2009) Robust discrimination between self and non-self neurites requires thousands of Dscam1 isoforms. Nature 461: 644–648.
- 40. Chung HR, Lohr U, Jackle H (2007) Lineage-specific expansion of the zinc finger associated domain ZAD. Mol Biol Evol 24: 1934–1943.
- 41. Smith TF, Gaitatzes C, Saxena K, Neer EJ (1999) The WD repeat: a common architecture for diverse functions. Trends Biochem Sci 24: 181–185.
- 42. Angelini DR, Kikuchi M, Jockusch EL (2009) Genetic patterning in the adult capitate antenna of the Tribolium castaneum. Dev Biol 327: 240–251.
- 43. Hatzfeld M (1999) The armadillo family of structural proteins. Intl Rev Cytol 186: 179–224.
- 44. Wang Q, Hasan G, Pikielny W (1999) Preferential expression of biotransformation enzymes in the olfactory organs of Drosophila melanogaster, the antennae. J Biol Chem 274: 10309–10315.
- 45. Das AK, Cohen PW, Barford D (1998) The structure of the tetratricopeptide repeats of protein phosphatase 5: implications for TPR-mediated protein-protein interactions. EMBO J 17: 1192–1199.
- 46. Blatch GL, Lassle M (1999) The tetratricopeptide repeat: a structural motif mediating protein-protein interactions. Bioessays 21: 932–939.
- 47. Chinkers M (2001) Protein phosphatase 5 in signal transduction. Trends Endocrinol Metab 12: 28–32.
- 48. Sedgwick SG, Smerdon SJ (1999) The ankyrin repeat: a diversity of interactions on a common structural framework. Trends Biochem Sci 24: 311–316.
- 49. TIAGC (2010) The International Aphid Genomics Consortium: Genome sequence of the pea aphid Acyrthosiphon pisum. PLoS Biol 8: e1000313.
- 50. Kirkness EF, Haas BJ, Sun W, Braig HR, Perotti MA, et al. (2010) Genome sequences of the human body louse and its primary endosymbiont provides insights into the permanent parasitic lifestyle. Proc Natl Acad Sci U S A 107: 12168–12173.
- 51. Zhou JJ, Vieira FG, He X-L, Smadja C, Liu R, et al. (2010) Genome annotation and comparative analyses of the odorant-binding proteins and chemosensory proteins in the pea aphid, Acyrthosiphon pisum. Insect Mol Biol 19: 2113–122.
- 52. Vieira FG, Rozas J (2011) Comparative genomics of the odorant-binding and chemosensory protein gene families across the arthropoda: origin and evolutionary history of the chemosensory system. Genome Biol Evol 3: 476–490.
- 53. Leal WS, Nikonova L, Peng G (1999) Disulfide structure of the pheromone binding protein from the silkworm moth, Bombyx mori.. FEBS Lett 464: 85–90.
- 54. Tegoni M, Campanacci V, Cambillau C (2004) Structural aspects of sexual attraction and chemical communication in insects. Trends Biochem Sci 29: 257–264.
- 55. Gu S, Wang S, Zhang X, Wu K, Guo Y, et al. (2011) Identification and tissue distribution of odorant binding protein genes in the lucerne plant bug Adelphocoris lineolatus (Goeze). Insect Biochem Mol Biol 4: 254–263.
- 56. Vogt RG, Rogers ME, Franco MD, Sun M (2002) A comparative study of odorant binding protein genes: differential expression of the PBP1-GOBP2 gene cluster in Manduca sexta (Lepidoptera) and the organization of OBP genes in Drosophila melanogaster (Diptera). J Exp Biol 205: 719–744.
- 57. Robertson HM, Martos R, Sears CR, Todres EZ, Walden KK, et al. (1999) Diversity of odourant binding proteins revealed by an expressed sequence tag project on male Manduca sexta moth antennae. Insect Mol Biol 8: 501–518.
- 58. Landolt JP (1997) Sex attractant and aggregation pheromones of male phytophagous insects. American Entomol 43: 12–22.
- 59. Smyth RR, Hoffmann MP (2003) A male-produced aggregation pheromone facilitating Acalymma vittatum [F.] (Coleoptera: Chysomelidae) early season host plant colonization. J Ins Behavior 16: 347–359.
- 60. Zhou JJ, Robertson G, He X, Dufour S, Hooper AM, et al. (2009) Characterisation of Bombyx mori Odorant-binding proteins reveals that a general odorant-binding protein discriminates between sex pheromone components. J Mol Biol 389: 529–545.
- 61. Voshall (2003) Diversity and expression of odorant receptors in Drosophila. In: Blomquist G, Vogt R, editors. Insect Pheromone Biochemistry and Molecular Biology, Elsevier Academic Press pp. 567–591.
- 62. Jones WD, Nguyen TA, Kloss B, Lee KJ, Voshall LB (2005) Functional conservation of an insect odorant receptor gene across 250 million years of evolution. Curr Biol 15: R119–R121.
- 63. Jian-Mei S, Li-Ming H, Shu-Ying B, Jin-Tian L (2011) Cloning and expression profiling of an olfactory receptor gene in Bactrocera cucurbitae (Coquillett) (Diptera: Tephritidae). Acta Entomol Sinica 54: 265–271.
- 64. Voshall LB (2001) The molecular logic of olfaction in Drosophila.. Chem Senses 26: 207–213.
- 65. Hallem EA, Carlson JR (2004) The odor coding system of Drosophila.. Trends in Genetics 20: 453–459.
- 66. Krieger J, Raming K, Dewer YM, Bette S, Conzelmann S, et al. (2002) A divergent gene family encoding candidate olfactory receptors of the moth Heliothis virescens.. Eur J Neurosci 16: 619–628.
- 67. Croset V, Rytz R, Cummins SF, Budd A, Brawand D, et al. (2010) Ancient protostome origin of chemosensory ionotropic glutamate receptors and the evolution of insect taste and olfaction. PLoS Genet 6: e1001064.
- 68. Abuin L, Bargeton B, Ulbrich MH, Isacoff EY, Kellenberger S, et al. (2011) Functional Architecture of Olfactory Ionotropic Glutamate Receptors. Neuron 69: 44–60.
- 69. Bengtsson JM, Trona F, Montagne N, Anfora G, Ignell R, et al. (2012) Putative Chemosensory Receptors of the Codling Moth, Cydia pomonella, Identified by Antennal Transcriptome Analysis. PLoS ONE 7: e31620.
- 70. Jacquin-Joly E, Legeai F, Montagne N, Monsempes C, Francois M, et al. (2012) Candidate chemosensory Genes in Female Antennae of the Noctuid Moth Spodoptera littoralis. Int J Biol Sci. 8: 1036–1050.
- 71. Liu Y, Gu S, Zhang Y, Guo Y, Wang G (2012) Candidate Olfaction Genes Identified within the Helicoverpa armigera Antennal Transcriptome. PLoS ONE 7: e48260.
- 72. Robertson HM, Wanner KW (2006) The chemoreceptor superfamily in the honey bee, Apis mellifera: Expansion of the odorant, but not gustatory, receptor family. Genome Res 16: 1395–1403.
- 73. Weiss LA, Dahanukar A, Kwon JY, Banerjee D, Carlson JR (2011) The molecular and cellular basis of bitter taste in Drosophila. Neuron 69: 258–272.
- 74. Zhu JY, Zhao N, Yang B (2012) Global Transcriptional Analysis of Olfactory Genes in the Head of Pine Shoot Beetle, Tomicus yunnanensis. Comp Functional Genomics
- 75. Xu YL, He P, Zhang L, Fang SQ, Dong SL, et al. (2009) Large-scale identification of odorant-binding proteins and chemosensory proteins from expressed sequence tags in insects. BMC Genomics 10: 632.
- 76. Dani FR, Iovinella I, Felicioli A, Niccolini A, Calvello MA, et al. (2010) Mapping the expression of soluble olfactory proteins in the honeybee. J Proteome Res 9: 1822–33.
- 77. Pelosi P, Zhou JJ, Ban LP, Calvello M (2006) Soluble proteins in insect chemical communication. Cell Mol Life Sci 63: 1658–76.
- 78. Liu R, He X, Lehane S, Lehane M, Hertz-Fowler C, et al. (2012) Expression of chemosensory proteins in the tsetse fly Glossina morsitans morsitans is related to female host-seeking behaviour. Insect Mol Biol 21: 41–48.
- 79. Jin X, Ha TS, Smith DP (2008) SNMP is a signaling component required for pheromone sensitivity in Drosophila.. Proc Natl Acad Sci U S A 105: 10996–11001.
- 80. Nichols Z, Vogt RG (2008) The SNMP/CD36 gene family in Diptera, Hymenoptera and Coleoptera: Drosophila melanogaster, D. pseudoobscura, Anopheles gambiae, Aedes aegypti, Apis mellifera, and Triboloium castaneum.. Insect Biochem Mol Biol 38: 398–415.
- 81. Vogt RG, Miller NE, Litvack R, Fandino RA, Sparks J, et al. (2009) The insect SNMP gene family. Insect Biochem Mol Biol 39: 448–456.
- 82. Lelito JP, Fraser I, Mastro VC, Tumlinson JH, Boroczky K, et al. (2007) Visually mediated paratrooper copulations in the mating behavior of Agrilus planipennis (Coleoptera: Buprestidae), a highly destructive invasive pest of North American ash trees. J Insect Behav. 20: 537–552.
- 83. Rodriguez-Saona CR, Miller JR, Poland TM, Kuhn TM, Otis GW, et al. (2007) Behaviours of adult emerald ash borer, Agrilus planipennis (Coleoptera: Buprestidae). The Great Lakes Entomologist 40: 1–16.
- 84. Rodriguez-Saona C, Poland TM, Miller JR, Stelinski LL, Grant GG, et al. (2006) Behavioral and electrophysiological responses of the emerald ash borer, Agrilus planipennis, to induced plant volatiles of Manchurian ash, Fraxinus mandshurica. Chemoecology 16: 75–86.
- 85. Crook DJ, Kerr LM, Mastro VC (2008) Distribution and fine structure of antennal sensilla in emerald ash borer (Coleoptera: Buprestidae). Ann Entomol Soc Am 101: 1103–1111.
- 86. Maibeche-Coisne M, Nikonov AA, Ishida Y, Jacquin-Joly E, Leal WS (2004) Pheromone anosmia in a scarab beetle induced by in vivo inhibition of a pheromone-degrading enzyme. Proc Natl Acad Sci USA 101: 11459–11464.
- 87. Oakeshott JG, Johnson RM, Berenbaum MR, Ranson H, Cristino AS, et al. (2010) Metabolic enzymes associated with xenobiotic and chemosensory responses in Nasonia vitripennis. Insect Mol Biol 19: 147–163.
- 88. Wojtasek H, Leal WS (1999) Degradation of an alkaloid pheromone from the pale-brown chafer, Phyllopertha diversa (Coleoptera: Scarabaeidae), by an insect olfactory cytochrome P450. FEBS Lett 458: 333–336.
- 89. Niwa R, Matsuda T, Yoshiyama T, Namiki T, Mita K, et al. (2004) CYP306A1, a cytochrome P450 enzyme, is essential for ecdysteroid biosynthesis in the prothoracic glands of Bombyx and Drosophila. J Biol Chem 279: 35942–35949.
- 90. Warren JT, Petryk A, Marqués G, Parvy JP, Shinoda T, et al. (2004) Phantom encodes the 25-hydroxylase of Drosophila melanogaster and Bombyx mori: a P450 enzyme critical in ecdysone biosynthesis. Insect Biochem Mol Biol 34: 991–1010.
- 91. Petryk A, Warren JT, Marques G, Jarcho MP, Gilbert LI, et al. (2003) Shade is the Drosophila P450 enzyme that mediates the hydroxylation of ecdysone to the steroid insect molting hormone 20-hydroxyecdysone. Proc Natl Acad Sci U S A 100: 13773–13778.
- 92. Huber DPW, Erickson ML, Leutenegger CM, Bohlmann J, Seybold SJ (2007) Isolation and extreme sex-specific expression of cytochrome P450 genes in the bark beetle, Ips paraconfusus, following feeding on the phloem of host ponderosa pine, Pinus ponderosa. Insect Mol Biol 16: 335–349.
- 93. Small G, Hemingway J (2000) Molecular characterization of the amplified carboxylesterase gene associated with organophosphorus insecticide resistance in the brown planthopper, Nilaparvata lugens. Insect Mol Biol 9: 647–653.
- 94. Vogt RG, Riddiford LM (1981) Pheromone binding and inactivation by moth antennae. Nature 293: 161–163.
- 95. Ishida Y, Leal WS (2002) Cloning of putative odorant-degrading enzyme and integumental esterase cDNAs from the wild silkmoth, Antheraea polyphemus. Insect Biochem Mol Biol 32: 1775–1780.
- 96. Ishida Y, Leal WS (2008) Chiral discrimination of the Japanese beetle sex pheromone and a behavioral antagonist by a pheromone-degrading enzyme. Proc Natl Acad Sci U S A 105: 9076–9080.
- 97. Vogt RG, Riddiford LM, Prestwich GD (1985) Kinetic properties of a sex pheromone-degrading enzyme: the sensillar esterase of Antheraea polyphemus. Proc Natl Acad Sci U S A 82: 8827–8831.
- 98. Durand N, Carot-Sans G, Chertemps T, Bozzolan F, Party V, et al. (2010) Characterization of an antennal carboxylesterase from the pest moth Spodoptera littoralis degrading a host plant odorant. PLoS ONE 5: e15026.
- 99. Vogel H, Heidel AJ, Heckel DG, Groot AT (2010) Transcriptome analysis of the sex pheromone gland of the noctuid moth Heliothis virescens. BMC Genomics 29: 11.
- 100. Rogers M, Jani M, Vogt R (1999) An olfactory-specific gluthanione S-transferase in the sphinx moth Manduca sexta. J Exp Biol 202: 1625–1637.
- 101. Niu B, Fu L, Sun S, Li W (2010) Artificial and natural duplicates in pyrosequencing reads of metagenomic data. BMC Bioinformatics 11: 187.
- 102. Camacho C, Coulouris G, Avagyan V, Ma N, Papadopoulos J, et al. (2009) BLAST+: architecture and applications. BMC Bioinformatics 10: 421.
- 103. Conesa A, Gotz S, Garcia-Gomez JM, Terol J, Talon M, et al. (2005) Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21: 3674–3676.
- 104. Zdobnov EM, Apweiler R (2001) InterProScan: An integration platform for the signature-recognition methods in InterPro. Bioinformatics 17: 847–848.
- 105. Zhi-Liang H, Bao J, Reecy JM (2007) A Gene Ontology (GO) Terms Classifications Counter. Plant & Animal Genome XV Conference, San Diego, CA, January 13-17, 2007.
- 106. Zhi-Liang H, Bao J, Reecy JM (2008) CateGOrizer: A Web-Based Program to Batch Analyze Gene Ontology Classification Categories. Online Journal of Bioinformatics 9: 108–112.
- 107. Bendtsen JD, Nielsen H, Heijne GV, Brunak S (2004) Improved prediction of signal peptides: SignalP 3.0. J Mol Biol 340: 783–795.
- 108. Tamura K, Peterson D, Peterson N, Stecher G, Nei M, et al. (2011) MEGA5: Molecular Evolutionary Genetics Analysis using Maximum Likelihood, Evolutionary Distance, and Maximum Parsimony Methods. Mol Biol Evol 28: 2731–2739.
- 109. Matz MV, Alieva NO, Chenchik A, Lukyanov S (2003) Amplification of cDNA ends using PCR suppression effect and step-out PCR. Methods Mol Biol 221: 41–49.
- 110. Sambrook J, Fritsch EF, Maniatis T (1989) Molecular Cloning: a laboratory manual, 2nd edition. Cold Spring Harbor Laboratory, Cold Spring harbor, N.Y.
- 111. Rajarapu SP, Mamidala P, Mittapalli O (2012) Validation of reference genes for gene expression studies in emerald ash borer (Agrilus planipennis). Insect Science19: 41–46.
- 112. Schmittgen TD, Livak KJ (2008) Analyzing real-time PCR data by the comparative C(T) method. Nat Protocols 3: 1101–1118.