Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Molecular Characterization and Expression Profiling of Odorant-Binding Proteins in Apolygus lucorum

  • Hai-Bin Yuan ,

    Contributed equally to this work with: Hai-Bin Yuan, Yu-Xiao Ding

    Affiliations College of Agronomy, Jilin Agricultural University, Changchun, Jilin, 130118, China, State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

  • Yu-Xiao Ding ,

    Contributed equally to this work with: Hai-Bin Yuan, Yu-Xiao Ding

    Affiliations College of Agronomy, Jilin Agricultural University, Changchun, Jilin, 130118, China, State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

  • Shao-Hua Gu,

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

  • Liang Sun,

    Affiliation Key Laboratory of Tea Plants Biology and Resources Utilization of Agriculture Ministry, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, 310008, China

  • Xiao-Qiang Zhu,

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

  • Hang-Wei Liu,

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

  • Khalid Hussain Dhiloo,

    Affiliations State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China, Department of Entomology, Faculty of Crop Protection, Sindh Agriculture University Tandojam, Pakistan

  • Yong-Jun Zhang ,

    yjzhang@ippcaas.cn

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

  • Yu-Yuan Guo

    Affiliation State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China

Abstract

Apolygus lucorum (Meyer-Dür) (Hemiptera: Miridae) is one of the most important agricultural pests, with broad host range and cryptic feeding habits in China. Chemosensory behavior plays an important role in many crucial stages in the life of A. lucorum, such as the detection of sex pheromone cues during mate pursuit and fragrant odorants during flowering host plant localization. Odorant-binding proteins (OBPs) are involved in the initial biochemical recognition steps in semiochemical perception. In the present study, a transcriptomics-based approach was used to identify potential OBPs in A. lucorum. In total, 38 putative OBP genes were identified, corresponding to 26 ‘classic’ OBPs and 12 ‘Plus-C’ OBPs. Phylogenetic analysis revealed that A. lucorum OBP proteins are more closely related to the OBP proteins of other mirid bugs as the same family OBP clustering together. Quantitative real-time PCR analysis for the first reported 23 AlucOBPs revealed that the expression level of 11 AlucOBP genes were significantly higher in antennae of both sexes than in other tissues. Three of them were male antennae-biased and six were female antennae-biased, suggesting their putative roles in the detection of female sex pheromones and host plant volatiles. In addition, three, four, two and one AlucOBPs had the highest degree of enrichment in the stylet, head, leg, and in abdomen tissues, respectively. Two other OBPs were ubiquitously expressed in the main tissues, including antennae, stylets, heads, legs and wings. Most orthologs had similar expression patterns, strongly indicating that these genes have the same function in olfaction and gustation.

Introduction

The mirid bug Apolygus lucorum (Meyer-Dür) (Hemiptera: Miridae), is a dominant pest in northern China [1]. During the past decade, due to widespread planting of Bt cotton and an associated drop in the use of broad-spectrum insecticides, A. lucorum has become a serious pest of cotton and many other crops [2, 3]. A. lucorum is a polyphagous pest with a wide range of host plants including many arable crops, vegetables, stone fruits, ornamentals, and pasture plants [4]. Currently, the application of chemical insecticides is the primary strategy to control A. lucorum. However, the intensive use of insecticides leads to problems like pest resistance, pest resurgence and insecticide residues [5]. Hence, environmentally friendly, cost-effective and sustainable management tactics should be employed for the effective control of A. lucorum.

During the long-term co-evolution of plants and insects, a sensitive and specific olfactory system has contributed to the perception of semiochemicals in the environment. Insect olfactory perception has been implicated in a wide range of activities, including the detection of food sources, egg-laying substrates, mating and predating [6]. Insect antennae, the most significant sensory organs of olfaction, typically contain thousands of sensilla and associated sensory neurons. Studies on the internal structure of different types of sensilla of moths and mirid bugs suggested that sensilla trichodea and sensilla basiconica with multiple pores and neurons might have olfactory functions, while sensilla chaetica without pores and neurons might function in mechanical perception [79]. In addition, single sensillum recordings indicates that sensilla trichodea house olfactory receptor neurons responding to sex pheromones, volatiles and volatile derivatives [1012].

In insects, a variety of odor-related proteins, such as odorant-binding proteins (OBPs), chemosensory proteins (CSPs), odorant receptors (ORs), sensory neuron membrane proteins (SNMPs) and odorant degrading enzymes (ODEs), complete olfactory perception. Insect OBPs belong to a family of relatively small (130–150 amino acids, 15–17 kDa), water-soluble, globular proteins in extremely high concentrations (up to 10 mM) in the antennal sensillar lymph [13, 14]. It has been suggested that OBPs might act as molecular carriers that solubilize and transport fat-soluble odorants, which have access to the sensillar lymph via cuticular pores, across the sensillar lymph to the olfactory receptors in the olfactory neuronal membrane [13, 15, 16]. In addition, OBPs might also participate in other physiological functions, such as detoxification [17], and the discrimination of taste compounds [1821]. Most OBPs have six highly conserved Cys residues, paired in three interlocked disulfide bridges, although there is low sequence similarity among the OBPs in different insects species [22]. OBPs can be categorized into ‘classic’ OBPs (six Cys residues), ‘Plus-C’ OBPs (a Pro residue and two additional Cys residues), ‘Minus-C’ OBPs (lacking two of the six conserved Cys), ‘atypical’ OBPs (9–10 Cys residues) based on the number of conserved Cys residues and the molecular structure of the OBPs [22].

Vogt [15] identified the first insect OBP from Antheraea polyphemus male antennae. Studies have demonstrated that insect OBPs are highly expressed in antennae, which are associated with olfactory perception. In Lepidoptera, such as Helicoverpa armigera [23], and Sesamia inferens [24], OBPs showed antennae-specific expression. In Hemipteran, such as Lygus lineolaris, Adelphocoris lineolatus, Aphis gossypii, Nilaparvata lugens and Sogatella furcifera, a large proportion of identified OBP genes are highly expressed in antennae [2529]. Our previous study has identified 12 OBPs in A. lucorum, and among those, five OBPs were highly expressed in the antennae [30]. Immunohistochemical labeling and fluorescence in situ hybridization (FISH) have further defined the location of OBPs in different types of antennal sensilla. In Lepidoptera, long sensilla trichodea primarily express pheromone-binding proteins (PBPs), which are involved in the perception of sex pheromones released from female moths [31, 32], while short sensilla trichodea and sensilla basiconica primarily express general odorant-binding proteins (GOBPs), which are involved in the perception of the host plant volatiles [33, 34]. In Hemipteran, OBPs are expressed in different types of sensilla, such as AlucOBP7 was located on sensilla trichodea and sensilla basiconica [35], and AlinOBP1 was also located on sensilla trichodea and sensilla basiconica [36], but AlinOBP13 was only located on short sensilla basiconica [37]. Remarkably, subsequent studies have identified OBPs that are highly expressed not only in the antennae, but also in other tissues, such as the legs and heads. Many scholars have suggested that the OBPs that are highly expressed in these tissues might be associated with taste perception and might participate in other physiological functions [19, 21].

The diverse expression profiles of insect OBPs make it possible for these proteins to participate in different physiological functions. At present, fluorescence competitive binding assays have been widely used to examine the binding capacity of recombinantly expressed OBPs for specific odorant ligands to assess the role of OBPs in olfaction. In Hemipteran, AlinOBP1 exhibited high binding abilities with two major putative pheromone components, ethyl butyrate and trans-2-hexenyl butyrate and six cotton volatiles, namely, octanal, nonanal, decanal, 2-ethyl-1-hexanol, β-caryo-phyllene and β-ionone [36]. AlinOBP13 showed a more specific binding preference to terpenoids [37]. Due to the limited number of ligands tested, AlucOBP7 exhibited binding affinities with plant volatiles, methylis salicylate and pheromone analogs, such as 4-oxo-(E)-2-hexenal [35].

While the molecular basis of insect olfaction has been extensively examined in holometabolous insects (e.g., Lepidopterans and Dipterans), the molecular components and mechanisms comprising the Hemipteran olfactory system have not been fully elucidated. In field experiments, the main sex pheromone components, 4-oxo-(E)-2-hexenal and trans-2-hexenyl butyrate, could attract the adult males of A. lucorum [38]. In addition, A. lucorum has a preference for flowering host plants [39]. Using coupled gas chromatography-electroantennography (GC-EAD) and gas chromatography-mass spectrometry (GC-MS), the volatiles of three preferred host plants (Artemisia argyi Lévl. et Vant., Artemisia lavandulaefolia DC. and Artemisia annua L.) including (Z)-3-hexen-1-ol, m-xylene, butyl acrylate, butyl propionate, butyl butyrate and (Z)-3-hexenyl acetate were detected [40]. However, A. lucorum OBPs that could effectively bind sex pheromone components and/or aromatic plant volatiles have not been identified.

Till now, our understandings for the molecular components comprising the A. lucorum system is even more incomplete with sequence and expression data currently limited to 15 identified A. lucorum OBP genes [20, 30]. To elucidate the molecular basis for olfactory reception of A. lucorum and to facilitate the design and implementation of novel intervention strategies against these plant bugs [41], we used an antennal transcriptomics screening approach to identify OBP genes, and subsequently examined OBP gene expression in all body tissues by using quantitative real-time PCR (qRT-PCR).

Methods and Materials

Ethics Statement

A. lucorum is a common agricultural insect pest and is not included in the “List of Endangered and Protected Animals in China”. All operations were performed according to ethical guidelines in order to minimize pain and discomfort to the insects.

Insect material and RNA extraction

A. lucorum nymphs and adults were collected from cotton fields at the Langfang Experimental Station of the Chinese Academy of Agricultural Sciences (CAAS), Hebei Province (39.53°N, 116.70°E), China. Because both Langfang Experimental Station and Institute of Plant Protection belong to Chinese Academy of Agricultural Sciences (CAAS), therefore we didn't need any specific permission to collect insect materials form this area. The A. lucorum colony was fed with fresh corn and maintained at 29 ± 1°C, 60 ± 5% relative humidity (RH), and 14:10 light: dark (L:D) in the laboratory. For transcriptome sequencing, antennae (500 each sex) were collected from 4-days-old male and female adult individuals. For qRT-PCR, different tissues were collected in three batches, each batch included 500 male antennae, 500 female antennae, 1000 male stylets, 1000 female stylets, 100 male heads without antennae and stylets, 100 female heads without antennae and stylets, 50 male thoraxes, 50 female thoraxes, 50 male abdomens, 50 female abdomens, 100 male legs, 100 female legs, 100 male wings and 100 female wings. All collected tissues were immediately frozen in liquid nitrogen, and stored at -80°C until further processing. Total RNA was extracted from the antennae and other tissues using Trizol reagent (Invitrogen, Carlsbad, CA, USA) according to the manufacturer’s instructions. The quantity of RNA samples was assessed using 1.1% agarose gel electrophoresis and a NanoDrop 2000 spectrophotometer (NanoDrop, Wilmington, DE, USA).

cDNA library construction, Illumina sequencing

The integrity of total RNA was assessed using the RNA Nano 6000 Assay Kit of the Agilent Bioanalyzer 2100 system (Agilent Technologies, CA, USA). A total of 3 μg of RNA from male and female antennae, respectively, was used as input material for the RNA sample preparations. Briefly, mRNA was purified from total RNA using poly-T oligo-attached magnetic beads. Fragmentation was accomplished using divalent cations under elevated temperature in NEBNext. First-Strand Synthesis Reaction Buffer (5×). First-strand cDNA was synthesized using random hexamer primer and M-MuLV Reverse Transcriptase (RNaseH). Second-strand cDNA synthesis was subsequently performed using DNA Polymerase I and RNaseH. The remaining overhangs were converted into blunt ends via exonuclease RNase/polymerase activities. After adenylation of the 3' ends of the DNA fragments, NEBNext Adaptor with hairpin loop structures were ligated for hybridization. To select cDNA fragments of preferentially 150–200 bp in length, the library fragments were purified using the AMPure XP system (Beckman Coulter, Beverly, USA). Subsequently, 3 μl of USER Enzyme (NEB, USA) was used with size-selected, adaptor-ligated cDNA at 37°C for 15 min followed by 5 min at 95°C. Next, PCR was performed using the Phusion High-Fidelity DNA polymerase, Universal PCR primers and Index (X) Primer. The PCR products were purified (AMPure XP system), and the library quality was assessed using an Agilent Bioanalyzer 2100 system. The clustering of the index-coded samples was performed on a cBot Cluster Generation System using a TruSeq PE Cluster Kit v3-cBot-HS (Illumina) according to the manufacturer’s instructions. After cluster generation, the library preparations were sequenced on an Illumina Hiseq 2500 platform and paired-end reads were generated. De novo assembly was performed with the short reads assembly program Trinity [42].

Screening putative OBP transcripts in the A. lucorum antennal transcriptome

The tBLASTn program was performed, using known OBP protein sequences of Hemiptera as the “query”, to screen the transcriptome database for identifying candidate unigenes that encode putative OBP genes. All putative OBP genes were manually confirmed using the BLASTx program against the NR nucleotide database of the National Center for Biotechnology Information (NCBI) with a cut-off E-value = 1.0E-5.

Gene cloning of A. lucorum OBPs

Five low abundant OBPs transcripts that were not found in the A. lucorum antennal transcriptome were obtained through gene cloning. Specific primers were designed by referring to the previously identified AlucOBP genes [20, 30] (S1 Table).

Verification of OBP genes by cloning and sequencing

All the AlucOBP nucleotide sequences obtained from the A. lucorum antennal transcriptome were confirmed by gene cloning and sequencing. The full-length AlucOBP genes were amplified with ExTaq DNA polymerase (TaKaRa, Dalian, Liaoning, China) by PCR using gene-specific primers (S2 Table). The PCR amplification conditions were set as 94°C for 4 min, followed by 35 cycles of 94°C for 30 s, 55°C for 30 s, and 72°C for 40 s, and a final 10 minutes of elongation step at 72°C. After analysis on 1.5% agarose gel, the PCR products were sub-cloned into the pGEM-T Easy vector for sequencing.

Comparative analysis of OBP transcripts between sexes

To compare the differential expression of OBP genes in the A. lucorum male and female antennal transcriptomes, the read number for each OBP gene between male and female antennae was converted to RPKM (Reads Per Kilobase per Million mapped reads) [43], using the formula: RPKM (A) = (1,000,000 × C × 1,000) / (N × L), where RPKM (A) is the expression of OBP gene A, C is the number of reads uniquely aligned to OBP gene A, N is the total number of reads uniquely aligned to all unigenes, and L is the number of bases in OBP gene A. The RPKM method eliminates the influence of gene length and sequencing depth on the calculation of gene expression. Thus, the calculated gene expression can be directly used to compare gene expression between samples.

Sequence and phylogenetic analysis

The open reading frame (ORF) of the putative OBP genes was predicted using ORF Finder (http://www.ncbi.nlm.nih.gov/gorf/gorf.html). The putative signal peptides of the amino acid sequences were predicted using the SignalIP 4.1 server (http://www.cbs.dtu.dk/services/SignalP/). The 38 OBP amino acid sequences were aligned using ClustalW [44] and edited using BioEdit Sequence Alignment Editor 7.1.3.0 [45].

A total of 192 OBP protein sequences (S3 Table) from 24 different Hemiptera insects were used for the phylogenetic analysis, including 38 A. lucorum OBPs identified in present study; seven OBPs from N. lugens, nine OBPs from S. furcifera, nine OBPs from Laodelphax striatella, one OBP from Aphis craccivora, two OBPs from Aphis fabae, nine OBPs from Aphis glycines, 11 OBPs from Acyrthosiphon pisum, eight OBPs from A. gossypi, one OBP from Brevicoryne brassicae, one OBP from Drepanosiphum platanoidis, six OBPs from Metopolophium dirhodum, five OBPs from Megoura viciae, five OBPs from Myzus persicae, four OBPs from Nasonovia ribis-nigri, five OBPs from Pterocomma salicis, three OBPs from Rhopalosiphum padi, seven OBPs from Sitobion avenae, one OBP from Tuberolachnus salignus, 14 OBPs from A. lineolatus, 32 OBPs from L. lineolaris, six OBPs from Adelphocoris suturalis, four OBPs from Rhodnius prolixus, and four OBPs from Euschistus heros [2530, 46]. Species abbreviations: Aluc—A. lucorum, Alin—A. lineolatus, Llin—L. lineolaris, Asut—A. suturalis, Rpro—R. prolixus, Eher—E. heros; Acra—A. craccivora, Afab—A. fabae, Agly—A. glycines, Agos—A. gossypii, Apis—A. pisum, Bbra—B. brassicae, Dpla—D. platanoidis, Mdir—M. dirhodum, Mvic—M. viciae, Mper—M. persicae, Nrib—N. ribis-nigr, Psal—P. salicis, Rpad—R. padi, Save—S. avenae, Tsal—T. salignus; Nlug—N. lugens, Sfur—S. furcifera, Lstr—L. striatella. A neighbor-joining tree was constructed using the MEGA 5.0 program [47] with default settings and bootstrap support based on 1000 iterations.

qRT-PCR measurement

The relative transcript abundance of odorant binding protein genes in antennae, stylets, heads without antennae and stylets, thoraxes, abdomens, legs and wings from specimens of both genders were further quantified through qRT-PCR using the ABI Prism 7500 Fast Detection System (Applied Biosystems, Carlsbad, CA, USA). The cDNA from all tissues were synthesized using the Fast Quant RT kit (TIANGEN, Beijing, China). The reference gene GAPDH (GenBank accession No. JX987672) was used for normalization. The primers of the target and reference genes were designed using the Primer 3 program (http://frodo.wi.mit.edu/) and are listed in S4 Table. The specificity of each primer set was validated using a melt-curve analysis and the efficiency was calculated after analyzing the standard curves using a five-fold cDNA dilution series. The qRT-PCR reactions were conducted in a 20 μl mixture containing 10 μl of 2 × SuperReal PreMix Plus (TianGen, Beijing, China), 0.6 μl of each primer (10 μM), 0.4 μl of 50 × Rox Reference Dye, 1 μl of sample cDNA and 7.4 μl of sterilized H2O. The qRT-PCR cycling parameters included 95°C for 15 min, followed by 40 cycles of 95°C for 10 s and 62°C for 30 s, with melt curve stages at 95°C for 15 s, 60°C for 1 min, and 95°C for 15 s. Negative controls without either template were included in each experiment. Each reaction was performed with three biological replicates and each biological replicate was assessed three times. The comparative 2-ΔΔCT method [48] was used to calculate the relative transcript levels in each tissue sample. Data were analyzed using SPSS Statistics 18.0 software (SPSS Inc., Chicago, IL, USA). ANOVA and Duncan's new multiple range test (P < 0.05) were used to compare the expression of each target gene among various tissues.

Results

Identification of A. lucorum OBPs

The tBLASTn results showed 33 unigenes encoding putative OBP genes in the A. lucorum antennal transcriptome (Table 1). Among the 33 A. lucorum OBPs (AlucOBPs), 10 OBPs (AlucOBP2-9, 11 and 12) were reported in our previous study [30]. 30 of the 33 AlucOBPs had intact ORFs with lengths ranging from 390 bp to 642 bp, all the 30 full-length AlucOBPs had signal peptide at their N-terminal (Table 1). Three AlucOBPs (AlucOBP2, 11 and 28) are partial with the N-terminal missing. The nucleotide sequences of all the 33 AlucOBPs were confirmed by cloning and sequencing. We also obtained five other AlucOBP genes by gene cloning method (AlucOBP1, 10 and 36–38) (Table 1).

All 38 complete AlucOBP sequences containing a significant portion of the characteristic OBP Cys signature were categorized into two types, ‘classic’ OBP and ‘Plus-C’ OBP. Based on the Hemipteran ‘classic’ OBP Cys motif (C1-X22-32-C2-X3-C3-X36-46-C4-X8-14-C5-X8-C6) [4951], we classified 26 AlucOBP (AlucOBP4, 5, 7–10, 13–19, 21, 22, 24, 26–28, 30 and 33–38) sequences as ‘classic’ OBPs (Fig 1). The remaining 12 AlucOBPs (AlucOBP1-3, 6, 11, 12, 20, 23, 25, 29, 31 and 32) belong to the ‘Plus-C’ OBP family, and fit to the Cys spacing pattern.

thumbnail
Fig 1. Alignment of A. lucorum ‘classic’ odorant-binding proteins (OBPs).

Sequences were aligned using the program ClustalW and further edited using BioEdit Sequence Alignment Editor 7.1.3.0. The conserved Cys residues (C1-C6) in the ‘classic’ OBP motif are indicated. Shading represents conservation of sequence identity.

https://doi.org/10.1371/journal.pone.0140562.g001

C1-X8-41-C2-X3-C3-X39-47-C4-X17-29-C4a-X9-C5-X8-C6-P-X9-11-C6a [51] (Fig 2).

thumbnail
Fig 2. Alignment of A. lucorum ‘Plus-C’ odorant-binding proteins (OBPs).

Sequences were aligned using the program ClustalW and further edited using the BioEdit Sequence Alignment Editor 7.1.3.0.The conserved residues in the ‘Plus-C’ OBP motif are indicated. Shading represents conservation of sequence identity.

https://doi.org/10.1371/journal.pone.0140562.g002

The 38 OBPs within A. lucorum shared relative low amino acid identities (3.8%–66.8%) with each other (S5 Table), but each of the AlucOBPs had a very high amino acid identity with the homologous OBPs in two closed species L. lineolaris and A. lineolatus, for example, AlucOBP21 showed as high as 97% identity with LlinOBP6 (Table 1).

Phylogenetic analysis of AlucOBP sequences

A neighbor joining tree of 192 OBPs was constructed from four plant bugs and 20 other Hemipteran species (Fig 3). The Hemipteran OBP protein family generates an expansive tree, with ‘classic’ OBP and ‘Plus-C’ OBP sequences segregating into unique clades. In the phylogenetic tree, OBPs belonging to the same family (bug, aphid and planthopper OBPs) cluster together locally in the phylogenetic tree, but the same family OBPs segregate into different central clusters, distributing equally throughout the entire phylogenetic tree. These results suggest that Hemipteran OBP proteins undergo extensive gene duplication and divergence. OBPs in same species are divergent from each other, further demonstrating the diversity of OBP gene family, consistent with previous reports regarding the lack of overall OBP sequence conservation [13, 25, 26, 46, 50, 52, 53].

thumbnail
Fig 3. Phylogenetic relationship of 192 odorant-binding proteins (OBPs) from 24 Hemipteran species.

Sequences were aligned using MAFFT and the phylogenetic tree constructed using MEGA5 with bootstrap support based on 1000 iterations (only bootstrap values > 60% are shown). Bug sequences are shown in red, AlucOBP sequences are shown in bold italic; Aphid sequences are shown in blue; Planthopper sequences are shown in green.

https://doi.org/10.1371/journal.pone.0140562.g003

There are many orthologous sequences in the A. lucorum OBPs which are largely limited to L. lineolaris OBPs with a high bootstrap value, for example AlucOBP34 and AlinOBP9 located in the same branch with the bootstrap value as high as 99. This finding suggests that these sequences originate from the same ancestors, vertically descend, and are conserved for common functions in plant bug species. However, some AlucOBPs have no orthologous sequences. This finding is somewhat different from aphids which have most orthologous sequences in different species. AlucOBP genes also have paralogs, such as AlucOBP1 with AlucOBP12 and AlucOBP9 with AlucOBP10, which potentially were horizontally duplicated from the same ancestor through natural selection to obtain an additional function.

Expression profiles of the AlucOBP genes

To further characterize the AlucOBPs, we used qRT-PCR to measure the expression profiles of the 23 AlucOBPs which were reported for the first time in different tissues such as antennae, stylets, heads (without antennae and stylets), thoraxes, abdomens, legs and wings (Fig 4). Insect OBPs are typically the most highly expressed genes in peripheral olfactory tissues including the antennae and other parts of the body [13].

thumbnail
Fig 4. Transcript abundances of A. lucorum OBP genes.

Transcription levels of OBP genes were normalized by GAPDH, and normalized transcript levels to that of male abdomen. The error bar represents standard error and the different small letters above each bar indicate significant differences in transcript abundances (p < 0.05).

https://doi.org/10.1371/journal.pone.0140562.g004

The expressions of 11 OBP genes (AlucOBP13, 14, 17, 21, 22, 24, 27–30 and 34) were significantly higher in the antennae of both sexes than in other tissues. Furthermore, among the 11 antennae-enriched AlucOBPs, three AlucOBPs (AlucOBP13, 17 and 29) are significantly male antennae-biased, and six AlucOBPs (AlucOBP14, 21, 24, 27, 28 and 34) are significantly female antennae-biased. The RPKM value analysis demonstrated a certain degree of sex-biased OBP expression in the antennae, consistent with the qRT-PCR results [43]. The OBPs were defined as highly expressed genes with RPKM values greater than 1000. RPKM measurements provide additional supporting evidence that some AlucOBPs (AlucOBP7, 8, 13, 17, 19, 21, 22, 24, 26 and 27) are highly expressed in the antennae based on RPKM values greater than 1000 (Table 1).

AlucOBP15, AlucOBP19 and AlucOBP33 showed significantly higher expression in stylets of one or both genders than in any other tissues. Both AlucOBP26 and AlucOBP35 had significantly higher expression in the legs of both genders than in any other tissues. AlucOBP20, AlucOBP25, AlucOBP31 and AlucOBP32 had significantly higher expression in the head of both sexes than in any other tissues. Interestingly, all the head-enriched OBP genes were more or less expressed in the stylets. AlucOBP16 showed relatively high expression in the abdomens. AlucOBP18 and AlucOBP23 were ubiquitously expressed in the main tissues, such as the antennae, stylets, heads, legs and wings.

Notably, AlucOBP17, AlinOBP4 and LlinOBP1, which are orthologous genes that cluster together in the clade described above, have similar expression patterns as these genes were all highly expressed in antennae [25, 26]. Not accidently, the most homologous genes (among AlucOBPs, AlinOBPs and LlinOBPs) had similar or even almost identical expression profiles in different tissues. Compared with the resemblance to the expression profile in orthologous genes, paralogous genes might have similar or different expression profiles, resulting in functional differences (AlucOBP1 with AlucOBP12) or conservation (AlucOBP9 with AlucOBP10) [25, 26].

Discussion

In the present study, we first used a transcriptomics approach to identify 38 OBP-like transcripts (including five obtained through gene cloning), 23 of which were reported for the first time. The number of OBPs in A. lucorum was significantly higher as compared to those previously reported for other Hemipteran species: 15 genes in A. pisum [46], nine genes in A. gossypii [27], 10 genes in N. lugens [28] and 11 genes in S. furcifera [29]. Multiple factors are likely responsible for the differences in the OBP numbers. Studies have demonstrated a wide range of host plants and obvious seasonal alterations in host ranges, which might lead to an increased number of OBP genes to achieve more abundant and complex functions [4, 54], either through the potential long-distance flight capability and seasonal migration [55, 56], or as a result of a complicated and heterogeneous host environment, rather than the highly specialized ecology and parasitic lifestyle observed in A. pisum [46]. Moreover, the number of OBPs in A. lucorum is equal to 33 genes in L. lineolaris, as determined through the construction of a whole-body cDNA library comprising tissues from both sexes across all the developmental stages [25], but is more than 14 genes in A. lineolatus. Broadly overlapping host ranges and the same habitat contribute to the similarity observed in A. lucorum and L. lineolaris. In addition, due to limited ESTs, some OBPs have not yet been identified in A. lineolatus [26].

Insect OBPs are a super-gene family, with a high degree of intraspecific and interspecific sequence differentiation, as the AlucOBP repertoire shares relatively low amino acid identities among these genes. However, the high degree of sequence conservation between AlucOBPs and those in other plant bugs is consistent with the interspecies sequence similarity which were observed in aphids [27, 46]. Furthermore, as AlucOBPs homologous genes are largely limited to L. lineolaris OBPs, the sequences of several AlucOBPs proteins show a high degree of similarity with L. lineolaris OBPs. In addition, the highest degree of identity in the best BLASTx hit was observed with L. lineolaris OBP protein sequences. In previous studies (unpublished data), we observed that Lygus pratenszs (Linnaeus) is widely distributed in Xinjiang cotton fields, showing OBP genes identical to those of L. lineolaris, suggesting that these insects belong to the same species despite geographic isolation. Considering the similar life style and host relationship, mirid bugs have a close relationship not only in the olfactory gene OBPs, but also in perception of semiochemicals [57, 58].

The phylogenetic analysis revealed a divergent repertoire, and a large percentage of AlucOBP genes with orthologs. The distribution of AlucOBP orthologs in other mirid bug species, suggests that these genes originated from the same ancestors to perform similar functions or acquire different functions through undergoing subfunctionalization. The OBPs from four different mirid bugs clustered into scattered family branches as orthologous groups (for example AlucOBP24, LlinOBP5, AlinOBP12 and AsutOBP12), which has also been observed in Aphid OBPs, potentially demonstrated that the orthologous OBP genes in mirid bugs diverged before speciation, although some potential OBPs in mirid bugs (as AlinOBPs, AsutOBPs) have not been identified [27, 46]. Interestingly, the orthologous OBP groups in mirid bugs are less conserved than aphid OBPs with low identities in different species. Some paralogs in AlucOBPs clustered together in the same subgroup, suggesting that these OBPs also diverged from the same ancestors. The phylogenic tree also shows higher divergence times for paralogs compared with orthologs. The 38 AlucOBPs display a clear divergence through natural selection, suggesting that these genes have undergone subfunctionalization or neofunctionalization.

The potential biological function of OBPs can be derived from the expression profile using different methods, such as microarray hybridization and qRT-PCR [25, 26]. In Hemipteran insect OBPs, a high degree of expression was observed in the antennae. A total of 21 L. lineolaris OBPs, 12 A. lineolatus OBPs, five A. gossypii OBPs, more than six N. lugens OBPs and three S. furcifera OBPs were highly expressed in the antennae [2529]. Among the AlucOBPs, 16 OBP genes were significantly more highly expressed in the antennae of female and/or male adults than in other tissues (5 previously identified AlucOBPs expression patterns referred to Ji and Hua [20, 35]). The high antennal expression of AlucOBPs is clearly correlated with a role in olfaction. Some of the AlucOBP genes showed high RPKM values, reflecting considerable abundance in antennal cDNA libraries, which is consistent with high expression in A. lucorum antennae, as confirmed through qRT-PCR. The expression profile also demonstrated a certain degree of sex-biased OBP expression in the chemosensory antennae tissue. The male-dominant expression of OBPs might function in the detection and discrimination of sex pheromones, while the female-dominant expressions of OBPs might have the preferential function of locating the host plant and detecting egg-laying substrates. Surprisingly, less sex bias was observed for almost all AlucOBPs in non-antennal tissues.

The antennal-specific protein (LAP) of the tarnished plant bug L. lineolaris was the first OBP identified in Hemipteran [59], and this protein was only detected in male and female antennae through immunoblotting [60] and in situ hybridization [54]. Subsequent studies have reported increasing evidence that OBPs not only show antennae-specific expression, but are also expressed in other tissues, such as heads, stylets, legs and wings [25, 26, 29]. In the present study, three OBP genes showed significantly higher expression in the stylets of one or both sexes. Four OBPs showed significantly higher expression in the heads of both genders, meanwhile, all these head-enriched OBPs were more or less expressed in stylets. This finding might reflect the presence of gustatory organs on the head, such as salivary glands, correlating with stylets, which participate together in taste perception. It is also possible that these AlucOBPs could be expressed in the brain, correlated with the delivery of neurotransmitters. However, further studies are required. In general, OBP expression in the gustatory organs on the head, such as the proboscis and labellum, could be associated with the gustatory response. In D. melanogaster, PBPRP2 was abundantly expressed in adult gustatory organs on the labellum and in the internal taste organs on the proboscis, potentially acting as a carrier for bitter tastants [19]. OBP49a was highly enriched in gustatory sensilla on the main taste organ, the labellum, with an unexpected role in taste and as a molecular player involved in the integration of opposing attractive and aversive gustatory inputs [21]. Similar to the gustatory aspects of the proboscis and potential gustatory organs on the head, OBP transcript expression in legs and wings may be indicative of gustatory function. In our research, some AlucOBPs were highly expressed in the legs or wings, suggesting that these genes might participate in taste functions. D. melanogaster OBPs were also expressed in gustatory organs on the wings and legs [18, 19]. In previous studies of AlucOBPs, three putative OBP genes (AlucOBP36, 37 and 38) were primarily expressed in the antennae, proboscis and legs. The high affinities with cotton secondary metabolites rather than plant volatiles, suggests roles of these OBPs in gustation rather than in olfaction [20]. Remarkably, AlucOBP38 could strongly bind with toxic cotton secondary metabolites, such as gossypol.

Enrichment in the abdomen has been associated with other physiological functions. A. aegypti OBP22 was expressed not only in sensory organs, such as the antennae and proboscis, but also in the male reproductive apparatus and transferred to the spermathecs, at the tip of the female abdomen, suggesting an additional function for this protein as a pheromone transporter. A. aegypti OBP22 was also expressed in the thorax, in the insect respiratory system [61]. AlucOBP5 was highly expressed in the female abdomen and male legs, suggesting that the female A. lucorum might use AlucOBP5 for storing and releasing chemical compounds from special glands in the abdomen, while in the male A. lucorum, AlucOBP5 might be involved in chemoreception in the sensilla of the legs [62].

Previous studies revealed that in sibling species conserved OBP genes, similar expression locations and physiological functions were observed for corresponding proteins. For example, aphid OBP3 and OBP7 mediate behavioral responses to the alarm pheromone E-β-farnesene [63]. In H. armigera and H. assulta, the conserved OBP10 also demonstrated expression in similar organs, such as antennae and reproductive organs, as a function of a carrier for the oviposition deterrent 1-dodecene [64]. In this work, most AlucOBP genes showed expression patterns similar to orthologous genes in other mirid bugs. The similar expression patterns of orthologs strongly indicate that these genes have the same or similar function. AlinOBP13 with AlucOBP13 and AlinOBP10 with AlucOBP22 have two pairs of homologous genes clustered in a branch in the phylogenetic tree with similar expression patterns, and these genes were both antennae-specific and highly expressed in the antennae. The results of a fluorescence displacement binding assay and electroantennogram recordings, showed that recombinant AlinOBP13 exhibited a more specific binding preference to terpenoids than other semiochemicals, and all of the tested terpenoids could elicit EAG responses at varying degrees in both male and female antennae [37]. The host plants of A. lineolatus, such as cotton and alfalfa, produce most of these terpenoids naturally or upon herbivore attack [65]. In addition, some terpenoids typically function as cues for some herbivores and their natural enemies to locate hosts or prey [66]. Thus, it is likely that AlucOBP13 might exhibit similar binding specificities. Furthermore, AlinOBP10 exhibited higher binding affinities not only to terpenoids but also to plant green leaf volatiles which are important signal volatiles and play key roles in insect-plant interaction [67], and 3-hexanone, an important volatile in cotton. Electroantennogram recordings and Y-tube olfactometer trials indicated that the plant green leaf volatiles (E)-2-hexenal and 1-hexanol and the cotton volatile 3-hexanone all elicited strong electrophysiological responses in the antennae of both sexes, and only 3-hexanone was significantly attractive, while (E)-2-hexenal and 1-hexanol were more repellent to A. lineolatus in behavioral trials [9].

A. lucorum adults use different types of host-related volatile and sex pheromone cues for host locations, host alterations and mating. Mirid sex pheromones could be used as potential biological agents to control plant bugs through mating disruption or mass trapping strategies [68]. Increasing evidence has shown that female mirids use sex pheromones to attract males [69]. The high expression of OBPs in male antennae might be important in the perception of sex pheromones, while the high expression of OBPs in female antennae might be implicated in the recognition of particular chemicals (such as aromatic compounds) released from flowering host plants to forage suitable hosts and oviposition sites and mediate seasonal alterations in a range of host, providing a starting point for using OBPs as targets to regulate the insect behavior of mating, feeding and oviposition and further to develop novel crop protection strategies.

Using a transcriptomics-based approach, we expanded the current understanding of the A. lucorum olfactory system, identifying 23 additional OBPs. Based on the results of the transcript expression profile, future studies will focus on the binding function of candidate OBPs with the identified sex pheromone components, such as 4-oxo-(E)-2-hexenal and trans-2-hexenyl butyrate, which have been used to trap A. lucorum adults or interfere with mating in the field and some significant aromatic plant volatiles detected from prefered host plants of A. lucorum. In addition, stylet- and head-based gestation and the role of OBPs might reflect gustatory-driven behaviors and these hypotheses require further study.

Supporting Information

S2 Table. Primers used for gene cloning and sequencing.

https://doi.org/10.1371/journal.pone.0140562.s002

(DOCX)

S3 Table. Accession numbers for amino acid sequences of OBPs in phylogenetic tree.

https://doi.org/10.1371/journal.pone.0140562.s003

(DOCX)

S5 Table. Comparison of A. lucorum OBP proteins sequences.

https://doi.org/10.1371/journal.pone.0140562.s005

(XLSX)

Acknowledgments

The authors thank XiangDong Yuan for the contributions in the use of software and Novogene for the help in the analysis of transcriptome.

Author Contributions

Conceived and designed the experiments: HBY YXD YJZ. Performed the experiments: YXD SHG YXD XQZ. Analyzed the data: HBY YXD SHG LS XQZ. Contributed reagents/materials/analysis tools: XQZ HWL KHD YYG. Wrote the paper: HBY YXD YJZ.

References

  1. 1. Lu YH, Qiu F, Feng HQ, Li HB, Yang ZC, Wyckhuys KAG, et al. Species composition and seasonal abundance of pestiferous plant bugs (Hemiptera: Miridae) on Bt cotton in China. Crop Prot. 2008; 27: 465–472.
  2. 2. Wu KM, Lu YH, Feng HQ, Jiang YY, Zhao JZ. Suppression of cotton bollworm in multiple crops in China in areas with Bt toxin-containing cotton. Science. 2008; 321: 1676–1678. pmid:18801998
  3. 3. Lu YH, Wu KM, Jiang YY, Xia B, Li P, Feng HQ, et al. Mirid bug outbreaks in multiple crops correlated with wide-scale adoption of Bt cotton in China. Science. 2010; 328: 1151–1154. pmid:000278104700042
  4. 4. Lu YH, Wu KM. Biology and control of cotton mirids. Beijing, China: Golden Shield Press; 2008.
  5. 5. Lu YH, Wu KM. Mirid bugs in China: pest status and management strategies. Outlooks on Pest Management. 2011; 22: 248–252.
  6. 6. Asahina K, Pavlenkovich V, Vosshall LB. The survival advantage of olfaction in a competitive environment. Current biology: CB. 2008; 18: 1153–1155. pmid:18674910
  7. 7. Wang GR, Guo YY, Wu KM. Observation on the ultrastructure of antennal sensilla in Helicoverpa armigera. Scientia Agricultura Sinica. 2002; 35: 1479–1482.
  8. 8. Gu SH, Zhou JJ, Wang GR, Zhang YJ, Guo YY. Sex pheromone recognition and immunolocalization of three pheromone binding proteins in the black cutworm moth Agrotis ipsilon. Insect Biochem Molec. 2013; 43: 237–251. pmid:23298680
  9. 9. Sun L, Gu SH, Xiao HJ, Zhou JJ, Guo YY, Liu ZW, et al. The preferential binding of a sensory organ specific odorant binding protein of the alfalfa plant bug Adelphocoris lineolatus AlinOBP10 to biologically active host plant volatiles. J Chem Ecol. 2013; 39: 1221–1231. pmid:23955060
  10. 10. Takanashi T, Ishikawa Y, Anderson P, Huang YP, Lofstedt C, Tatsuki S, et al. Unusual response characteristics of pheromone-specific olfactory receptor neurons in the Asian corn borer moth, Ostrinia furnacalis. J Exp Biol. 2006; 209: 4946–4956. pmid:000242490300018
  11. 11. Liu F, Chen L, Appel AG, Liu NA. Olfactory responses of the antennal trichoid sensilla to chemical repellents in the mosquito, Culex quinquefasciatus. J Insect Physiol. 2013; 59: 1169–1177. pmid:000326909400011
  12. 12. Cui X, Wu C, Zhang L. Electrophysiological response patterns of 16 olfactory neurons from the trichoid sensilla to odorant from fecal volatiles in the locust, Locusta migratoria manilensis. Arch Insect Biochem. 2011; 77: 45–57. pmid:21370252
  13. 13. Pelosi P, Zhou JJ, Ban LP, Calvello M. Soluble proteins in insect chemical communication. Cell Mol Life Sci. 2006; 63: 1658–1676. pmid:000239888400008
  14. 14. Vogt RG, Rybczynski R, Lerner MR. Molecular cloning and sequencing of general odorant-binding proteins GOBP1 and GOBP2 from the tobacco hawk moth Manduca sexta: comparisons with other insect OBPs and their signal peptides. J Neurosci. 1991; 11: 2972–2984. pmid:1719155
  15. 15. Vogt RG, Riddiford LM. Pheromone binding and inactivation by moth antennae. Nature. 1981; 293: 161–163. pmid:18074618
  16. 16. Leal WS, Choo YM, Xu PX, da Silva CSB, Ueira-Vieira C. Differential expression of olfactory genes in the southern house mosquito and insights into unique odorant receptor gene isoforms. P Natl Acad Sci USA. 2013; 110: 18704–18709. pmid:000326830900085
  17. 17. Contreras E, Rausell C, Real MD. Proteome Response of Tribolium castaneum Larvae to Bacillus thuringiensis Toxin Producing Strains. PloS one. 2013; 8: e55330. pmid:000315210400090
  18. 18. Galindo K, Smith DP. A large family of divergent drosophila odorant-binding proteins expressed in gustatory and olfactory sensilla. Genetics. 2001; 159: 1059–1072. pmid:000172665800014
  19. 19. Shanbhag SR, Park SK, Pikielny CW, Steinbrecht RA. Gustatory organs of Drosophila melanogaster: fine structure and expression of the putative odorant-binding protein PBPRP2. Cell Tissue Res. 2001; 304: 423–437. pmid:000169308900012
  20. 20. Hua JF, Zhang S, Cui JJ, Wang DJ, Wang CY, Luo JY, et al. Identification and binding characterization of three odorant binding proteins and one chemosensory protein from Apolygus lucorum (Meyer-Dur). J Chem Ecol. 2012; 38: 1163–1170. pmid:23053914.
  21. 21. Jeong YT, Shim J, Oh SR, Yoon HI, Kim CH, Moon SJ, et al. An odorant-binding protein required for suppression of sweet taste by bitter chemicals. Neuron. 2013; 79: 725–737. pmid:000323587000012
  22. 22. Zhou JJ. Odorant-binding proteins in insects. Vitam Horm. 2010; 83: 241–272. pmid:000282301000010
  23. 23. Liu Y, Gu S, Zhang Y, Guo YY, Wang GR. Candidate olfaction genes identified within the Helicoverpa armigera antennal transcriptome. PloS one. 2012; 7: e48260. pmid:23110222
  24. 24. Zhang YN, Jin JY, Jin R, Xia YH, Zhou JJ, Deng JY, et al. Differential expression patterns in chemosensory and non-chemosensory tissues of putative chemosensory genes identified by transcriptome analysis of insect pest the purple stem borer Sesamia inferens (Walker). PloS one. 2013; 8: e69715. pmid:23894529
  25. 25. Hull JJ, Perera OP, Snodgrass GL. Cloning and expression profiling of odorant-binding proteins in the tarnished plant bug, Lygus lineolaris. Insect Mol Biol. 2014; 23: 78–97. pmid:24224606
  26. 26. Gu SH, Wang SP, Zhang XY, Wu KM, Guo YY, Zhou JJ, et al. Identification and tissue distribution of odorant binding protein genes in the lucerne plant bug Adelphocoris lineolatus (Goeze). Insect Biochem Molec. 2011; 41: 254–263. pmid:21232599
  27. 27. Gu SH, Wu KM, Guo YY, Field LM, Pickett JA, Zhang YJ, et al. Identification and expression profiling of odorant binding proteins and chemosensory proteins between two wingless morphs and a winged morph of the cotton aphid Aphis gossypii glover. PloS one. 2013; 8: e73524. pmid:24073197
  28. 28. Zhou SS, Sun Z, Ma W, Chen W, Wang MQ. De novo analysis of the Nilaparvata lugens (Stal) antenna transcriptome and expression patterns of olfactory genes. Comp Biochem Phys D. 2014; 9: 31–39. pmid:24440828
  29. 29. He M, He P. Molecular characterization, expression profiling, and binding properties of odorant binding protein genes in the whitebacked planthopper, Sogatella furcifera. Comp Biochem Phys B. 2014; 174: 1–8. pmid:24815350
  30. 30. Ji P, Gu SH, Liu JT, Zhu XQ, Guo YY, Zhou JJ, et al. Identification and expression profile analysis of odorant-binding protein genes in Apolygus lucorum (Hemiptera: Miridae). Appl Entomol Zool. 2013; 48: 301–311.
  31. 31. Steinbrecht R. Functional morphology of pheromone-sensitive sensilla. In: Pheromone biochemistry. R A Academic Press Inc, 1987: 353–383.
  32. 32. Zhang SG, Maida R, Steinbrecht RA. Immunolocalization of odorant-binding proteins in noctuid moths (Insecta, Lepidoptera). Chemical senses. 2001; 26: 885–896. pmid:11555483
  33. 33. Steinbrecht RA, Laue M, Ziegelberger G. Immunolocalization of pheromone-binding protein and general odorant-binding protein in olfactory sensilla of the silk moths Antheraea and Bombyx. Cell Tissue Res. 1995; 282: 203–217. pmid:A1995TC84500002
  34. 34. Lopes O, Barata EN, Mustaparta H, Araújo J. Fine structure of antennal sensilla basiconica and their detection of plant volatiles in the eucalyptus woodborer, Phoracantha semipunctata Fabricius (Coleoptera: Cerambycidae). Arthropod Struct Dev. 2002; 31: 1–13. pmid:18088966
  35. 35. Ji P, Liu JT, Gu SH, Zhu XQ, Zhang YJ, Guo YY. Expression and binding specificity analysis of odorant binding protein AlucOBP7 from Apolygus lucorum (Hemiptera: Miridae). Acta Entomologica Sinica. 2013; 56: 575–583.
  36. 36. Gu SH, Wang WX, Wang GR, Zhang XY, Guo YY, Zhang ZD, et al. Functional characterization and immunolocalization of odorant binding protein 1 in the lucerne plant bug, Adelphocoris lineolatus (Goeze). Arch Insect Biochem. 2011; 77: 81–98. pmid:000290632500004
  37. 37. Sun L, Xiao HJ, Gu SH, Zhou JJ, Guo YY, Liu ZW, et al. The antenna-specific odorant-binding protein AlinOBP13 of the alfalfa plant bug Adelphocoris lineolatus is expressed specifically in basiconic sensilla and has high binding affinity to terpenoids. Insect Mol Biol. 2014; 23: 417–434. pmid:000339260300003
  38. 38. Zhang T. The study of the extraction, identification and application of sex pheromone produced by Apolygus lucorum. Chinese Academy of Agricultural Sciences. 2011.
  39. 39. Pan H, Lu Y, Wyckhuys KA, Wu K. Preference of a polyphagous mirid bug, Apolygus ucorum (Meyer-Dur) for flowering host plants. PloS one. 2013; 8: e68980. pmid:23874835
  40. 40. Pan HS. Chemical communication mechanism between Apolygus lucorum (Meyer-Dür) and its fall host plants of Artemisia spp. Chinese Academy of Agricultural Sciences. 2013.
  41. 41. Zhou JJ, Field LM, He XL. Insect odorant-binding proteins: do they offer an alternative pest control strategy? Outlooks on Pest Management. 2010; 21: 31–34.
  42. 42. Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, et al. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol. 2011; 29: 644–652. pmid:21572440
  43. 43. Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B. Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods. 2008; 5: 621–628. pmid:18516045
  44. 44. Thompson JD, Higgins DG, Gibson TJ. Clustal W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. Nucleic Acids Res. 1994; 22: 4673–4680. pmid:7984417
  45. 45. Hall TA. BioEdit: a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. Nucleic Acids Symposium Series. 1999; 41: 95–98.
  46. 46. Zhou JJ, Vieira FG, He XL, Smadja C, Liu R, Rozas J, et al. Genome annotation and comparative analyses of the odorant-binding proteins and chemosensory proteins in the pea aphid Acyrthosiphon pisum. Insect Mol Biol. 2010; 19: 113–122. pmid:20482644
  47. 47. Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S. MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol. 2011; 28: 2731–2739. pmid:21546353
  48. 48. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-timequantitative PCR and the 2 (-Delta Delta C(T)) Method. Methods. 2001, 25: 402–408. pmid:11846609
  49. 49. Xu YL, He P, Zhang L, Fang SQ, Dong SL, Zhang YJ, et al. Large-scale identification of odorant-binding proteins and chemosensory proteins from expressed sequence tags in insects. BMC genomics. 2009; 10: 632. pmid:20034407
  50. 50. Zhou JJ, Huang WS, Zhang GA, Pickett JA, Field LM. "Plus-C" odorant-binding protein genes in two Drosophila species and the malaria mosquito Anopheles gambiae. Gene. 2004; 327: 117–129. pmid:14960367
  51. 51. Zhou JJ, He XL, Pickett JA, Field LM. Identification of odorant binding proteins of the yellow fever mosquito Aedes aegypti: Genome annotation and comparative analyses. Insect Mol Biol. 2008; 17: 147–163. pmid:000257709500012
  52. 52. Vogt RG, Callahan FE, Rogers ME, Dickens JC. Odorant binding protein diversity and distribution among the insect orders, as indicated by LAP, an OBP-related protein of the true bug Lygus lineolaris (Hemiptera, Heteroptera). Chem Senses. 1999; 24: 481–495. pmid:000083202400003
  53. 53. Hekmat-Scafe DS, Scafe CR, McKinney AJ, Tanouye MA. Genome-wide analysis of the odorant-binding protein gene family in Drosophila melanogaster. Genome Res. 2002; 12: 1357–1369. pmid:000177964700007
  54. 54. Pan HS, Liu B, Lu YH, Wyckhuys KAG. Seasonal alterations in host range and fidelity in the polyphagous mirid bug, Apolygus lucorum (Heteroptera: Miridae). PloS one. 2015; 10: e0117153. ARTN e0117153 pmid:25692969
  55. 55. Lu Y, Wu K, Guo Y. Flight potential of Lygus lucorum (Meyer-Dur) (Heteroptera: Miridae). Environ Entomol. 2007; 36: 1007–1013. pmid:18284721
  56. 56. Fu XW, Liu YQ, Li C, Lu YH, Li YH, Wu KM. Seasonal migration of Apolygus lucorum (Hemiptera: Miridae) over the Bohai Sea in northern China. J Econ Entomol. 2014; 107: 1399–1410. pmid:000342565000014
  57. 57. Zhang J, Wang B, Dong S, Cao D, Dong J, Walker WB, et al. Antennal transcriptome analysis and comparison of chemosensory gene families in two closely related noctuidae moths, Helicoverpa armigera and H. assulta. PloS one. 2015; 10: e0117054. pmid:25659090.
  58. 58. Zhang SF, Zhang Z, Wang HB, Kong XB. Antennal transcriptome analysis and comparison of olfactory genes in two sympatric defoliators, Dendrolimus houi and Dendrolimus kikuchii (Lepidoptera: Lasiocampidae). Insect Biochem Molec. 2014; 52: 69–81. pmid:000341482300007.
  59. 59. Dickens JC, Callahan FE, Wergin WP, Erbe EF. Olfaction in a hemimetabolous insect antennal-specific protein in adult Lygus lineolaris (Heteroptera, Miridae). J Insect physiol. 1995; 41: 857–867. pmid:A1995RZ34800005
  60. 60. Dickens JC, Callahan FE, Wergin WP, Murphy CA, Vogt RG. Intergeneric distribution and immunolocalization of a putative odorant-binding protein in true bugs (Hemiptera, Heteroptera). J Exp Biol. 1998; 201: 33–41. pmid:000071687900004
  61. 61. Li S, Picimbon JF, Ji SD, Kan YC, Qiao CL, Zhou JJ, et al. Multiple functions of an odorant-binding protein in the mosquito Aedes aegypti. Biochem Biophys Res Commun. 2008; 372: 464–468. pmid:18502197
  62. 62. Hua JF, Zhang S, Cui JJ, Wang DJ, Wang CY, Luo JY, et al. Functional characterizations of one odorant binding protein and three chemosensory proteins from Apolygus lucorum (Meyer-Dur) (Hemiptera: Miridae) legs. J Insect physiol. 2013; 9: 690–696. pmid:000321176200006
  63. 63. Sun YF, De Biasio F, Qiao HL, Iovinella I, Yang SX, Ling Y, et al. Two odorant-binding proteins mediate the behavioural response of aphids to the alarm pheromone (E)-beta-arnesene and structural analogues. PloS one. 2012; 7: e32759. pmid:000302381500039
  64. 64. Sun YL, Huang LQ, Pelosi P, Wang CZ. Expression in antennae and reproductive organs suggests a dual role of an odorant-binding protein in two sibling Helicoverpa Species. PloS one. 2012; 7: e30040. pmid:000301570600011
  65. 65. Rose US, Tumlinson JH. Volatiles released from cotton plants in response to Helicoverpa zea feeding damage on cotton flower buds. Planta. 2004; 218: 824–832. pmid:14625774
  66. 66. Buchel K, Malskies S, Mayer M, Fenning TM, Gershenzon J, Hilker M, et al. How plants give early herbivore alert: Volatile terpenoids attract parasitoids to egg-infested elms. Basic Appl Ecol. 2011; 12: 403–412. pmid:000294742400003
  67. 67. Allmann S, Baldwin IT. Insects betray themselves in nature to predators by rapidisomerization of green leaf volatiles. Science. 2010; 329: 1075–1078. pmid:20798319
  68. 68. McBrien HL, Judd GJR, Borden JH. Potential for pheromone-based mating disruption of the mullein bug, Campylomma verbasci (Meyer) (Heteroptera: Miridae). Can Entomol. 1996; 128: 1057–1064. pmid:A1996WB76900007
  69. 69. Zhang QH, Aldrich JR. Sex pheromone of the plant bug, Phytocoris calli knight. J Chem Ecol. 2008; 34: 719–724. pmid:000256824300004