Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2017 Sep 20;7:11941. doi: 10.1038/s41598-017-11646-7

Identification of Genes Involved in Chemoreception in Plutella xyllostella by Antennal Transcriptome Analysis

Shiyong Yang 1, Depan Cao 2, Guirong Wang 2, Yang Liu 2,
PMCID: PMC5607341  PMID: 28931846

Abstract

Perception of environmental and habitat cues is of significance for insect survival and reproduction. Odor detection in insects is mediated by a number of proteins in antennae such as odorant receptors (ORs), ionotropic receptors (IRs), odorant binding proteins (OBPs), chemosensory proteins (CSPs), sensory neuron membrane proteins (SNMPs) and odorant degrading enzymes. In this study, we sequenced and assembled the adult male and female antennal transcriptomes of a destructive agricultural pest, the diamondback moth Plutella xyllostella. In these transcriptomes, we identified transcripts belonging to 6 chemoreception gene families related to ordor detection, including 54 ORs, 16 IRs, 7 gustatory receptors (GRs), 15 CSPs, 24 OBPs and 2 SNMPs. Semi-quantitative reverse transcription PCR analysis of expression patterns indicated that some of these ORs and IRs have clear sex-biased and tissue-specific expression patterns. Our results lay the foundation for future characterization of the functions of these P. xyllostella chemosensory receptors at the molecular level and development of novel semiochemicals for integrated control of this agricultural pest.

Introduction

Olfaction plays a pivotal role in intra- and inter-specific interactions by directing insects towards food or prey, mating partners, oviposition sites, and away predators as well as toxic compounds1. The specialized organ for olfaction in insects is the antenna, on which hair-like, multi-pore sensilla are situated and peripheral olfactory signaling events occur. Olfactory receptor neurons (ORNs) and their auxiliary structures are located at the roots of the antennae2, and the entire olfactory system is dependent to a great extent on receptors expressed at the peripheral ORNs. Starting with perception of semiochemicals and ultimately ending with the translation of olfactory signals into behavior, the entire process requires orchestration of the insect’s sophisticated olfactory system at various levels. Several types of olfactory proteins are believed to participate in the selective detection and, once they have conveyed information, the rapid inactivation of trace amount of odorants, i.e. odorant receptors (ORs), ionotropic receptors (IRs), gustatory receptors (GRs), odorant binding proteins (OBPs), chemosensory proteins (CSPs) and sensory neuron membrane proteins (SNMPs)3.

Insect ORs are seven-transmembrane domain proteins with a reversed topology compared to the G-protein coupled ORs in vertebrates4,5. ORs play a central role in converting semiochemicals into electrical signal, functioning as a heterodimer with a divergent, conventional ORx and a highly conserved noncanonical OR co-receptor Orco in fruit fly, OR2 in moths and OR7 in mosquitoes3. The OR genes are expressed in the olfactory neurons housed within the olfactory sensilla (found mainly on the antenna)6.

GRs are also seven-transmembrane domain proteins, but they are more ancient than ORs. GR genes are expressed in the gustatory neurons housed within the gustatory sensilla (found on the labia, maxillary palps, antennae, legs and genitalia)7. GRs can respond to tastants such as sugars, bitter substances, CO2 and some contact pheromones811.

IRs belong to the ionotropic glutamate receptor (iGluR)-like protein family and can be activated by small molecules like acetates and amine-like volatile compounds12,13. It has been proven that IRs are involved in chemosensation14,15 and other functions, i.e. regulation of the circadian clock in Drosophila melanogaster 16 and induction of physical defense in Daphnia pulex 17. IRs usually contain three transmembrane domains (TMDs), a bipartite ligand-binding domain with two lobes and one ion channel, and have been proposed to act as dimmers or trimers of subunits coexpressed in the same neuron12. However, they aren’t expressed in chemosensory neurons that express ORs or Orco14.

OBPs are the liaisons between external cues and ORs18, and they selectively bind hydrophobic odorant chemicals and transport them to the surface of the dendrites of ORNs1921. OBPs also function in the recognition of specific odors through activation of the ORx/Orco complex20. Another class of odorant binding proteins, CSPs, are small soluble proteins expressed predominantly in the sensilum lymph as well as in non-olfactory tissues. It is clear that CSPs bind odorant or pheromone compounds2224, but their olfactory mechanisms areas yet poorly studied.

SNMPs are insect membrane proteins that are known to associate with pheromone sensitive ORNs in Lepidoptera and Diptera25. There are two types of SNMPs, SNMP1 and SNMP225. In moth, the subtype SNMP1 is coexpressed with pheromone receptors (PRs) in pheromone-responsive neurons25, whereas the subtype SNMP2 is confined to sensilla support cells2528.

The diamondback moth, Plutella xylostella (Lepidoptera: Plutellidae), is a destructive insect pest distributed worldwide that can cause considerable damage in cruciferous crops. It is estimated that the total loss caused by P. xylostella is about US$4-5 billion annually29. Although a bioinformatics analysis of the whole-genome sequence has explained the evolutionary success of P. xylostella with regard to its expansion in gene families associated with the perception and detoxification of plant defense compounds/insecticides at the genetic and molecular levels30, the peripheral olfactory mechanisms that contribute to the fitness of this insect pest remain poorly understood. Identification of genes expressed in the antennae will supply baseline information to understand their likely function in odorant perception in P. xylostella and insects adaptation to various host plants.

In the present study, we sequenced and analyzed the antennal transcriptome of P. xylostella adults using second-generation high-throughput Illumina RNA sequencing (RNA-seq). The purpose of our study was to identify olfaction-related genes which might be targets as a part of pest control strategies of this insect pest species that devastates cruciferous vegetables. We identified 118 candidate chemosensory genes encoding 54 ORs, 16 IRs, 7 GRs, 15 CSPs, 24 OBPs and 2 SNMPs. The sex-biased and tissue-specific expression patterns of 54 ORs and 16 IRs was also determined by semi-quantitative reverse transcription PCR. We reported the protein sequences of these chemosensory genes in Supplementary Dataset File.

Results

Sequencing and unigene assembly

By using Hiseq. 2000 sequencing approach, a total of 60,041,232 and 59,753,272 raw reads were obtained from the P. xylostella female and male antennae samples, respectively. After removing low quality and adaptor reads, female and male antennae yielded 54,430,716 and 54,059,300 clean reads and 4,898,764,440 nt and 4,865,337,000 nt clean nucleotides, respectively. After initial assembly, 124,488(mean length 278 nt) and 132,190 contigs (mean length 268 nt) were obtained from the female and male antennae libraries, respectively. Next, 62,278 female (mean length 555 nt) and 63,928 male unigenes (mean length 531 nt) were generated after contig connecting. These two unigene sets were then pooled together for further clustering, which yielded a final set of 59,844unigenesconsisting of 18,570 distinct clusters and 41,274 distinct singletons. The mean length of these unigenes was 660 nt, and N50 was 979 nt (Table 1).

Table 1.

Summary of the Pluttela xylostella transcriptome assembly.

Sample Total Number Total Length (nt) Mean Length (nt) N50 (nt) Consensus Sequences Distinct Clusters Distinct Singletons
Contig Female 124,488 34,667,373 278 403
Male 132,190 35,402,665 268 369
Unigene Female 62,278 34,543,989 555 829 62,278 16,328 45,950
Male 63,928 33,941,348 531 761 63,928 15,969 47,959
All 59,844 39,492,885 660 979 59,844 18,570 41,274

Identification of candidate chemosensory receptors: ORs and GRs

All the unigenes were searched by blastx against nr database and further by tblastn using 63 ORs from B. mori as queries, 54 candidate OR genes were identified (Table 2). Of these, 23 were predicted to have full-length open reading frames (ORFs). The length of these 23 OR genes ranges from 376 to 473 amino acid residues, and the encoded proteins are estimated to have 5–7 TMDs, which is characteristic of typical insect ORs. The remaining 31 OR genes code for at least 163 amino acids and are predicted to have more than one TMD. A phylogenetic analysis was then performed using our candidate ORs and the ORs from other Lepidopteran insects including H. armigera, H. virescens and B. mori (Fig. 1).

Table 2.

Candidate olfactory receptor and gustatory receptor unigenes.

Unigene reference Name Length(bp) ORF(aa) Blastx best hit (Reference/Name/Species) E value Identity TMD (No) Status
Co-receptor
Unigene25399 PxylOR2 2187 473 dbj|BAG71421.2| olfactory receptor-2 [Plutella xylostella] 0 1 7 Complete
Pheromone receptors
CL4851.Contig2 PxylOR1 1800 422 dbj|BAG71420.1| olfactory receptor-1 [P. xylostella] 0 1 6 Complete
CL902.Contig17 PxylOR3 1650 402 dbj|BAG71425.2| olfactory receptor [P. xylostella] 0 0.99 5 Complete
CL902.Contig2 PxylOR4 1595 402 dbj|BAG71426.1| olfactory receptor [P. xylostella] 0 0.95 7 Complete
CL902.Contig3 PxylOR5 1630 404 dbj|BAG71426.1| olfactory receptor [P. xylostella] 0 0.82 6 Complete
Unigene18038 PxylOR6 1584 424 dbj|BAG71426.1| olfactory receptor [P. xylostella] 3.00E-129 0.48 7 Complete
CL3732.Contig1 PxylOR7 1415 424 dbj|BAG71425.2| olfactory receptor [P. xylostella] 5.00E-107 0.42 7 Complete
CL3275.Contig3 PxylOR8 1717 427 dbj|BAG71425.2| olfactory receptor [P. xylostella] 3.00E-129 0.63 6 Complete
CL902.Contig18 PxylOR41 580 193 dbj|BAG71426.1|olfactory receptor [P.xylostella] 1.00E-83 0.77 1 5′, 3′ lost
Unigene8020 PxylOR45 568 189 ref|NP_001036928.1| olfactory receptor 6 [Bombyx mori] 3.00E-27 0.33 3 5′, 3′ lost
Olfactory receptors
CL1915.Contig1 PxylOR9 1466 449 ref|NP_001116817.1| olfactory receptor-like [B. mori] 5.00E-145 0.59 6 Complete
CL1947.Contig5 PxylOR10 1602 428 gb|AFC91732.1| putative odorant receptor OR24 [Cydia pomonella] 4.00E-127 0.45 7 Complete
Unigene8291 PxylOR11 1369 421 ref|NP_001166621.1| olfactory receptor 64 [B. mori] 2.00E-73 0.5 6 Complete
Unigene25275 PxylOR12 1340 420 gb|AFC91725.1| putative odorant receptor OR17 [C. pomonella] 1.00E-97 0.51 6 5′ lost
CL6791.Contig2 PxylOR13 1396 415 emb|CAD31949.1| putative chemosensory receptor 8 [Heliothis virescens] 1.00E-124 0.49 7 5′ lost
CL6176.Contig1 PxylOR14 1451 412 emb|CAG38121.2| putative chemosensory receptor 20 [H. virescens] 1.00E-137 0.53 7 Complete
CL3142.Contig2 PxylOR15 1579 409 ref|NP_001091789.1| olfactory receptor 15 [B. mori] 4.00E-76 0.39 7 5′ lost
CL2401.Contig2 PxylOR16 1257 405 gb|AFC91721.1| putative odorant receptor OR12 [C. pomonella] 2.00E-166 0.58 6 Complete
Unigene19920 PxylOR17 1722 399 gb|AFC91726.1| putative odorant receptor OR18 [C. pomonella] 1.00E-120 0.45 7 Complete
Unigene3520 PxylOR18 1367 396 tpg|DAA05974.1| TPA_exp: odorant receptor 15 [B. mori] 3.00E-94 0.4 7 Complete
Unigene5731 PxylOR19 1294 395 ref|NP_001166617.1| olfactory receptor 56 [B. mori] 8.00E-145 0.53 7 Complete
CL6714.Contig1 PxylOR20 1362 393 ref|NP_001091789.1| olfactory receptor 15 [B. mori] 1.00E-80 0.37 6 Complete
CL2099.Contig4 PxylOR21 1751 393 ref|NP_001166892.1| olfactory receptor 36 [B. mori] 4.00E-34 0.24 7 Complete
CL2099.Contig5 PxylOR22 1606 393 ref|NP_001166892.1| olfactory receptor 36 [B. mori] 9.00E-39 0.26 7 Complete
CL2363.Contig1 PxylOR23 1265 392 tpg|DAA05974.1| TPA_exp: odorant receptor 15 [B. mori] 5.00E-90 0.4 7 Complete
CL918.Contig2 PxylOR24 1222 391 ref|NP_001166892.1| olfactory receptor 36 [B. mori] 5.00E-35 0.27 7 Complete
Unigene25128 PxylOR25 1219 389 ref|NP_001166892.1| olfactory receptor 36 [B. mori] 5.00E-47 0.3 6 Complete
Unigene5953 PxylOR26 1156 385 gb|EHJ78030.1| olfactory receptor 29 [Danaus plexippus] 6.00E-141 0.63 6 3′ lost
Unigene5680 PxylOR27 1314 376 gb|EHJ64733.1| olfactory receptor 18 [D. plexippus] 2.00E-136 0.55 7 Complete
CL1359.Contig2 PxylOR28 1737 359 ref|NP_001091790.1| candidate olfactory receptor [B. mori] 1.00E-71 0.33 6 5′ lost
CL6074.Contig2 PxylOR29 1214 356 emb|CAG38113.1| putative chemosensory receptor 12 [H. virescens] 9.00E-65 0.38 6 5′, 3′lost
CL2099.Contig6 PxylOR30 1140 301 ref|NP_001166892.1| olfactory receptor 36 [B. mori] 2.00E-34 0.28 5 5′ lost
Unigene14039 PxylOR31 949 279 ref|NP_001166611.1| olfactory receptor 59 [B. mori] 3.00E-56 0.38 2 5′ lost
Unigene11354 PxylOR32 835 277 gb|EHJ65925.1| olfactory receptor 12 [D. plexippus] 8.00E-62 0.45 4 5′, 3′lost
CL741.Contig1 PxylOR33 927 272 gb|AFC91717.1| putative odorant receptor OR7, partial [C. pomonella] 2.00E-41 0.4 4 5′ lost
Unigene600 PxylOR34 862 270 tpg|DAA05988.1| TPA_exp: odorant receptor 32 [B. mori] 2.00E-30 0.33 4 3′ lost
CL4545.Contig1 PxylOR35 824 269 tpg|DAA05974.1| TPA_exp: odorant receptor 15 [B. mori] 3.00E-56 0.39 5 5′ lost
Unigene17021 PxylOR36 768 252 gb|ACH69152.1| olfactory receptor 49 [B. mori] 8.00E-120 0.68 5 5′ lost
Unigene21064 PxylOR37 706 235 gb|AFC91721.1| putative odorant receptor OR12 [C. pomonella] 4.00E-32 0.39 4 5′, 3′ lost
CL7033.Contig1 PxylOR38 646 215 ref|NP_001166892.1| olfactory receptor 36 [B. mori] 1.00E-28 0.37 3 5′, 3′ lost
Unigene25541 PxylOR39 613 204 gb|AFC91719.1| putative odorant receptor OR10 [C. pomonella] 3.00E-69 0.55 3 5′, 3′ lost
Unigene3305 PxylOR40 601 200 gb|AFC91724.1| putative odorant receptor OR16 [C. pomonella] 6.00E-70 0.66 4 5′, 3′ lost
Unigene21899 PxylOR42 581 193 ref|NP_001104832.2| olfactory receptor 16 [B. mori] 5.00E-70 0.66 3 5′, 3′ lost
CL4065.Contig1 PxylOR43 578 192 tpg|DAA05974.1| TPA_exp: odorant receptor 15 [B. mori] 6.00E-24 0.36 2 5′, 3′ lost
Unigene7439 PxylOR44 570 190 gb|ACC63240.1| olfactory receptor 20, partial [Helicoverpa armigera] 8.00E-32 0.37 4 5′, 3′ lost
Unigene21835 PxylOR46 654 187 gb|EFA09245.1| odorant receptor 14 [Tribolium castaneum] 1.00E-08 0.23 2 5′ lost
Unigene9201 PxylOR47 545 181 gb|ACM18061.1| putative odorant receptor OR3 [Manduca sexta] 8.00E-21 0.36 3 5′, 3′ lost
CL764.Contig1 PxylOR48 544 180 ref|NP_001091791.1| candidate olfactory receptor [B. mori] 2.00E-12 0.27 3 5′, 3′ lost
CL3314.Contig3 PxylOR49 797 177 ref|NP_001166611.1| olfactory receptor 59 [B. mori] 1.00E-17 0.31 3 5′, 3′ lost
Unigene27391 PxylOR50 531 177 gb|EHJ78030.1| olfactory receptor 29 [Danaus plexippus] 2.00E-38 0.49 3 5′, 3′ lost
Unigene23191 PxylOR51 522 174 ref|NP_001166893.1| olfactory receptor 27 [B. mori] 4.00E-65 0.55 4 5′, 3′ lost
Unigene5685 PxylOR52 809 170 dbj|BAH66323.1| olfactory receptor [B. mori] 3.00E-34 0.55 2 5′ lost
Unigene28136 PxylOR53 491 164 gb|AEF32141.1| odorant receptor [S. exigua] 5.00E-26 0.51 3 5′, 3′ lost
Unigene11787 PxylOR54 490 163 ref|NP_001166616.1| olfactory receptor 54 [B. mori] 1.00E-30 0.47 1 5′, 3′ lost
Gustatory receptors
Unigene22668 PxylGR1 1588 392 ref|XP_001848097.1| gustatory receptor 22 [Culex quinquefasciatus] 0 0.71 7 Complete
Unigene15579 PxylGR2 958 227 dbj|BAK52798.1| gustatory receptor 66 [B. mori] 9.00E-32 0.35 4 5′ lost
CL3914.Contig2 PxylGR3 507 168 gb|ABY40622.1| gustatory receptor [T. castaneum] 2.00E-50 0.62 2 5′, 3′ lost
Unigene32005 PxylGR4 343 114 ref|NP_001233217.1| gustatory receptor 68 [B. mori] 3.00E-14 0.38 1 5′, 3′ lost
Unigene6419 PxylGR5 328 109 emb|CAD31850.1| putative chemosensory receptor 1 [H. virescens] 2.00E-21 0.48 2 5′, 3′ lost
Unigene34245 PxylGR6 264 88 dbj|BAK52798.1| gustatory receptor 66 [B. mori] 3.00E-10 0.49 0 5′, 3′ lost
Unigene19491 PxylGR7 723 240 emb|CAD31850.1| putative chemosensory receptor 1 [H. virescens] 8.00E-31 0.35 3 5′, 3′ lost

Figure 1.

Figure 1

Phylogenetic tree of candidate Lepidopteran ORs, including the PR and Orco clades. Pxyl: P. xylostella (red), Harm: Helicoverpa armigera (black), Hvir: Heliothis virescens (green), Bmor: Bombyx mori (blue). The clade shaded in blue indicates the Orco clade. The clade shaded in red indicates the PBP clade. The bootstrap value for phylogenetic tree construction is 1000.

The OR co-receptor gene was easily identified because of extremely high conservation among species compared to other chemosensory receptors. Similar to other insect ORs, most P. xylostella (Pxyl) ORs are highly divergent and share low similarity with other Lepidopteran insect ORs, including ORs from H. armigera, H. virescens and B. mori. However, nine PxylORs had 33%~100% identity to previously characterized PRs from P. xylostella and B. mori. They formed a single subgroup in a phylogenetic tree of Lepidopteran ORs (Fig. 1). Seven of these nine PxylORs (PxylOR1 andPxylOR3-8) were predicted to have full-length ORFs. Two short sequences (PxylOR41and PxylOR45) were also clustered in the PR branch. PxylOR41 has high similarity to PxylOR4, and PxylOR45 has relatively high similarity to BmorOR6. 12 of the remaining PxylORs were clustered with their Lepidopteran orthologous genes in the phylogenetic tree. But most PxylORs appeared to be distantly related to the known insect ORs (Fig. 1). We named the Orco unigene PxylOR2 and the 7full-length candidate PR unigenes PxylOR1 and PxylOR3-PxylOR8. The other 46 OR unigenes were ranked in order of decreasing ORF length and named PxylOR9-PxylOR54. We also identified 7 candidate GRs and named them as PxylGR1-PxylGR7.

Identification of candidate IRs

IR sequences in the P. xylostella antennal transcriptome were identified based on similarity to known IRs of Lepidopteran insects, B. mori, C. pomonella, H. armigera, H. virescens and S. littoralis. Sixteen candidate IRs were identified by bioinformatic analysis, and five unigenes were predicted to have a full-length ORFs. The insect IRs typically have three TMDs. Of the 16 candidates IRs, 15 are predicted to have at least one TMD (Table 3). Twelve of the 16 putative IRs are at least 48% identical to the corresponding Lepidopteran orthologous IRs in S. littoralis and C. pomonella. The remaining four unigenes have relatively low similarity to other insect IRs: CL2177.Contig2 has 35% identity with IR1 of S. littoralis, unigene13888 has 31% identity with IR75 of C. pomonella, CL4692.Contig1 has only 25% identity with IR60a of D. melanogaster, and CL5979.Contig2 has only 24% identity with IR7c of D. melanogaster (Table 3). Phylogenetic analyses suggested that the prediction of IRs was credible. In a neighbor-joining tree of insect IRs, all candidate PxylIRs were clustered in a separate clade with their Lepidopteran orthologs (Fig. 2). All of these 16 candidate IR unigenes were named based on their homology to known IRs. For example, the IR Unigene 19385 has 55% similarity withIR75q2 and CL1791. Contig1 had 64% similarity to IR75q2. So, we named Unigene 19835 PxylIR75q2.2.

Table 3.

Candidate ionotropic receptor unigenes.

Unigene reference Name Length (bp) ORF(aa) Blastx best hit (Reference/Name/Species) E value Identity TMD (No) Status
CL2177.Contig2 PxylIR1 1559 483 gb|ADR64688.1| putative chemosensory ionotropic receptor IR1 [Spodoptera littoralis] 5.00E-70 0.35 3 5′ lost
Unigene13888 PxylIR4 1133 345 gb|AFC91756.1| putative ionotropic receptor IR75, partial [Cydia pomonella] 6.00E-17 0.31 0 3′ lost
CL4692.Contig1 PxylIR7d.2 1717 504 ref|NP_611901.1| ionotropic receptor 60a [Drosophila melanogaster] 4.00E-31 0.25 3 3′ lost
CL5979.Contig2 PxylIR7d.3 1624 330 gb|AFC91764.1|ionotropic receptor 7c, isoform A [D. melanogaster] 1.00E-11 0.24 2 3′ lost
Unigene18533 PxylIR8a 3047 907 gb|AFC91764.1| putative ionotropic receptor IR8a, partial [C. pomonella] 0 0.79 4 Complete
CL721.Contig4 PxylIR21a 2576 858 gb|ADR64678.1| putative chemosensory ionotropic receptor IR21a [S. littoralis] 0 0.65 4 5′, 3′ lost
Unigene25424 PxylIR25a 3139 932 gb|AFC91757.1| putative ionotropic receptor IR25a [C. pomonella] 0 0.89 3 Complete
Unigene25124 PxylIR41a 994 330 gb|AFC91758.1| putative ionotropic receptor IR41a [C. pomonella] 3.00E-102 0.53 1 5′, 3′ lost
Unigene255 PxylIR68a 869 289 gb|ADR64682.1| putative chemosensory ionotropic receptor IR68a [S. littoralis] 4.00E-103 0.67 3 5′, 3′ lost
CL6386.Contig3 PxylIR75d 1884 593 gb|ADR64683.1| putative chemosensory ionotropic receptor IR75d [S. littoralis] 4.00E-138 0.48 3 Complete
Unigene8511 PxylIR75p 1356 287 gb|AFC91755.1| putative ionotropic receptor IR75p, partial [C. pomonella] 3.00E-127 0.79 3 5′ lost
CL1791.Contig1 PxylIR75q2 1441 410 gb|AFC91752.1| putative ionotropic receptor IR75q2 [C. pomonella] 1.00E-163 0.64 1 3′ lost
Unigene19385 PxylIR75q2.2 1806 591 gb|AFC91752.1| putative ionotropic receptor IR75q2 [C. pomonella] 0 0.55 3 5′ lost
CL3281.Contig2 PxylIR76b 1790 551 gb|AFC91765.1| putative ionotropic receptor IR76b [C. pomonella] 0 0.64 3 Complete
Unigene2044 PxylIR87a 1901 633 gb|AFC91760.1| putative ionotropic glutamate receptor 87a, partial [C. pomonella] 5.00E-167 0.73 4 5′, 3′ lost
Unigene5567 PxylIR93a 2763 878 gb|AFC91753.1| putative ionotropic receptor IR93a, partial [C. pomonella] 2.00E-174 0.74 3 Complete

Figure 2.

Figure 2

Phylogenetic tree of candidate IRs from Pluttela xylostella and other insects. Pxyl: P. xylostella (red), Harm: Helicoverpa armigera (black), Hvir: Heliothis virescens (green), Bmor: Bombyx mori (blue), Slit: Spodoptera littoralis (purple), Cpom: Cydia pomonella (cyan).The clade shaded in red indicates the IR8a/IR25a clade. The bootstrap value for phylogenetic tree construction is 1000.

Identification of putative OBPs

We identified 24 unigenes encoding OBPs from the antennal transcriptome of P. xylostella, including 3pheromone binding proteins (PBPs) and 3 general odorant binding proteins (GOBPs) (Table 4). Twenty-two of these 24 unigenes were predicted to have signal peptides, and 19 have full length ORFs. Signal peptide sequences were not detected in the remaining two putative OBPs due to incomplete N-terminal sequences. All 24 putative OBPs had high similarity to known Lepidopteran OBPs. The PBP and GOBP sequences were clustered in a separate clade in the OBP neighbor-joining tree (Fig. 3). Three candidate OBPs were classified into a PBP subgroup in the phylogenetic tree. They share 66%~100% similarity with previously characterized Lepidopteran PBPs and thus were named PBPs. We also found two GOBPs in the antennal transcriptome of P. xylostella and named them PxylGOBP1 and GOBP2. A new GOBP (PxylGOBP1.2) was identified that has 77% identity with PxylGOBP1. It was clustered in the GOBP clade and distinguished from other OBPs in the phylogenetic tree. The other 18 candidate OBPs are obviously distinct from the PBP and GOBP clades and have relatively lower similarity to OBPs from other Lepidopteran insects. Most candidate OBP sequences, such as PxylOBP2, PxylOBP3, and PxylOBP7, are closely clustered with at least one Lepidopteran ortholog, in congruence with the blastx results. Some candidate OBP sequences such as PxylOBP6, PxylOBP9, PxylOBP11 and PxylOBP17 are not clustered with OBPs from other Lepidopteran insects (Fig. 3). A possible reason may be that the orthologs of these PxylOBPs have not been identified in other Lepidopteran insects.

Table 4.

Candidate odorant binding protein unigenes.

Unigene reference Gene name Length (bp) ORF (aa) Blastx best hit (Reference/Name/Species) E value Identity Signal peptide Status
Pheromone binding protein
Unigene8499 PxylPBP1 761 164 dbj|BAG71422.1| pheromone binding protein [Plutella xylostella] 5.00E-92 0.99 Yes Complete
Unigene2096 PxylPBP2 845 172 gb|AAF06143.1|AF177661_1 pheromone binding protein [Yponomeuta cagnagellus] 3.00E-63 0.66 Yes Complete
CL3437.Contig1 PxylPBP3 1322 164 gb|ACI28451.1| pheromone binding protein 1 [P. xylostella] 3.00E-88 0.95 Yes Complete
General odorant binding protein
CL5166.Contig1 PxylGOBP1 862 168 gb|ABW05104.1| general odorant-binding protein 1 [P. xylostella] 4.00E-97 0.93 Yes Complete
CL3061.Contig1 PxylGOBP1.2 1003 166 gb|ABY71034.1| general odorant binding protein 1 [P. xylostella] 1.00E-70 0.77 Yes Complete
CL3886.Contig3 PxylGOBP2 4230 163 gb|ABY71035.2| general odorant binding protein 2 [P. xylostella] 1.00E-90 1.00 Yes Complete
Other odorant binding protein
CL6467.Contig2 PxylOBP2 811 190 gb|EHJ77172.1| odorant binding protein [Danaus plexippus] 1.00E-40 0.41 Yes Complete
Unigene10356 PxylOBP3 867 173 gb|ACF48467.1| pheromone binding protein female 1 [Loxostege sticticalis] 2.00E-37 0.66 Yes Complete
Unigene103 PxylOBP4 1894 161 gb|AFD34177.1| odorant binding protein 1 [Argyresthia conjugella] 4.00E-30 0.48 Yes Complete
Unigene6155 PxylOBP5 962 158 gb|AFD34177.1| odorant binding protein 1 [A.conjugella] 1.00E-22 0.42 Yes Complete
CL1521.Contig2 PxylOBP6 2242 153 gb|ADK47525.1| odorant binding protein [Manduca sexta] 8.00E-23 0.40 Yes Complete
Unigene25127 PxylOBP7 486 152 emb|CAS90127.1| odorant binding protein 3 precursor [Bombyx mori] 5.00E-44 0.58 Yes 3′ lost
CL5131.Contig2 PxylOBP8 531 149 gb|AER27561.1| odorant binding protein [P. xylostella] 3.00E-38 0.99 Yes Complete
CL4848.Contig1 PxylOBP9 570 148 gb|EHJ67764.1| odorant-binding protein 5 [D. plexippus] 4.00E-15 0.37 Yes Complete
CL2704.Contig3 PxylOBP10 736 143 gb|ACX53795.1| odorant binding protein [Heliothis virescens] 1.00E-14 0.33 Yes Complete
Unigene10167 PxylOBP11 582 143 gb|AFD34180.1| odorant binding protein 3 [A. conjugella] 1.00E-42 0.60 Yes Complete
CL4175.Contig1 PxylOBP12 1753 142 gb|EHJ65653.1| odorant-binding protein 1 [D. plexippus] 6.00E-51 0.77 Yes Complete
Unigene26843 PxylOBP13 1086 141 gb|AFD34173.1| odorant binding protein 5 [A. conjugella] 6.00E-64 0.77 Yes Complete
CL4228.Contig1 PxylOBP14 726 140 gb|AFD34175.1| odorant binding protein 4 [A. conjugella] 3.00E-55 0.72 Yes Complete
Unigene21533 PxylOBP15 422 140 gb|ACX53756.1| odorant binding protein [H. virescens] 1.00E-37 0.52 Yes 5′, 3′ lost
Unigene15836 PxylOBP16 742 139 gb|AFD34182.1| odorant binding protein 6 [A. conjugella] 2.00E-47 0.66 Yes Complete
CL2382.Contig4 PxylOBP17 444 129 gb|AFD34180.1| odorant binding protein 3 [A. conjugella] 9.00E-29 0.50 No 5′ lost
CL4528.Contig1 PxylOBP18 502 97 gb|AFG72998.1| odorant-binding protein 1 [Cnaphalocrocis medinalis] 2.00E-41 0.76 No 5′ lost
Unigene37282 PxylOBP19 228 64 gb|ACX53743.1| odorant binding protein [H. virescens] 2.00E-13 0.60 Yes 3′ lost

Figure 3.

Figure 3

Phylogenetic tree of candidate Lepidopteran OBPs, including the GOBP and PBP clades. Pxyl: Pluttela xylostella (red), Harm: Helicoverpa armigera (black), Hvir: Heliothis virescens (green), Bmor: Bombyx mori (blue). The clade shaded in blue indicates the PBP clade. The clade shaded in red indicates the GOBP clade. The bootstrap value for phylogenetic tree construction is 1000.

Identification of candidate CSPs

Bioinformatic analysis led to the identification of 15 different sequences encoding candidate CSPs (Table 5). All 15 unigenes were predicted to have signal peptides and 14 have a full length ORFs. Four candidate PxylCSPs (PxylCSP1-4) match the previously identified P. xylostella CSP sequences31. The other 11 candidate CSP sequences have at least 35% identity with known CSPs from other insects, and we named them according to the length of the coding region in descending order. In a neighbor-joining tree, all 15 sequences form a cluster with Lepidopteran orthologous genes (Fig. 4).

Table 5.

Candidate chemosensory protein unigenes.

Unigene reference Gene name Length (bp) ORF (aa) Blastx best hit (Reference/Name/Species) E value Identity Signal peptide Status
Unigene7305 PxylCSP1 732 152 gb|ABM67686.1| chemosensory protein CSP1 [Plutella xylostella] 3.00E-84 0.99 Yes Complete
Unigene12972 PxylCSP2 676 128 gb|ABM67687.1| chemosensory protein CSP2 [P. ylostella] 2.00E-71 0.98 Yes Complete
Unigene5262 PxylCSP3 425 122 gb|ABM92663.1| chemosensory protein CSP3 [P. ylostella] 1.00E-65 0.99 Yes 3′ lost
CL1074.Contig1 PxylCSP4 1010 126 gb|ABM92664.1| chemosensory protein CSP4 [P. ylostella] 1.00E-66 1.00 Yes Complete
Unigene1800 PxylCSP5 638 130 gb|AAK53762.1|AF368375_1 chemosensory protein [Helicoverpa armigera] 4.00E-53 0.73 Yes Complete
CL574.Contig2 PxylCSP6 1632 130 dbj|BAF91712.1| chemosensory protein [Papilio xuthus] 8.00E-60 0.87 Yes Complete
Unigene24730 PxylCSP7 552 127 dbj|BAG71921.1| chemosensory protein 13 [P. xuthus] 2.00E-43 0.69 Yes Complete
Unigene10872 PxylCSP8 520 127 gb|ABM67689.1| chemosensory protein CSP2 [Spodoptera exigua] 9.00E-43 0.63 Yes Complete
Unigene7440 PxylCSP9 657 123 gb|ACX53825.1| chemosensory protein [Heliothis virescens] 5.00E-43 0.64 Yes Complete
Unigene7557 PxylCSP10 1041 123 dbj|BAF91711.1| chemosensory protein [P. xuthus] 4.00E-44 0.70 Yes Complete
CL3090.Contig2 PxylCSP11 740 122 gb|EHJ73330.1| chemosensory protein [Danaus plexippus] 2.00E-51 0.77 Yes Complete
Unigene21123 PxylCSP12 667 122 gb|AEX07265.1| CSP2 [H. armigera] 4.00E-42 0.56 Yes Complete
CL1877.Contig3 PxylCSP13 886 120 gb|EHJ73328.1| chemosensory protein 11b [D. plexippus] 3.00E-27 0.49 Yes Complete
Unigene21118 PxylCSP14 548 111 dbj|BAF91720.1| chemosensory protein [P. xuthus] 6.00E-45 0.81 Yes Complete
CL2890.Contig2 PxylCSP15 672 110 ref|XP_001844687.1| chemosensory protein 1 [Culex quinquefasciatus] 1.00E-09 0.35 Yes Complete

Figure 4.

Figure 4

Phylogenetic tree of candidate Lepidopteran CSPs. Pxyl: Pluttela xylostella (red), Harm: Heliocoverpa armigera (black), Hvir: Hethiothis virescens (green), Bmor: Bombyx mori (blue). The bootstrap value for phylogenetic tree construction is 1000.

Identification of candidate SNMPs

SNMPs were first identified in pheromone-sensitive neurons of Lepidoptera31 and are thought to function in pheromone detection32. Two kinds of SNMPs (SNMP1 and SNMP2) have been identified in insects and transcripts corresponding to both were found in the P. xylostella transcriptome. The sequence of CL2414Contig2 is identical to the PxylSNMP1sequence published in Genbank. CL242.Contig4 has 70% identity with SNMP2 of O. furnacalis, and we annotated this sequence as P. xylostella SNMP2 (Table 6).

Table 6.

Candidate sensory neuron membrane protein unigenes.

Unigene reference Gene name Length (bp) ORF (aa) BLASTx best hit (Reference/Name/Species) E value Identity Status
CL2414.Contig2 PxylSNMP1 2408 522 gi|301153754|gb|ADK66278.1| sensory neuron membrane protein 1 [Plutella xylostella] 0 1.00 Complete
CL242.Contig4 PxylSNMP2 2196 523 gi|312306074|gb|ADQ73891.1| sensory neuron membrane protein 2 [Ostrinia furnacalis] 0 0.70 Complete

Tissue- and sex-specific expression of candidate OR and IR genes in P. xylostella

To investigate the expression profile of PxylORs and PxylIRs between sexes and tissues, we determined the expression patterns of the 54 candidate ORs and 16 candidate IRs genes in the antennae and legs of male and female adult P. xylostella by semi-quantitative reverse transcription PCR (RT-PCR) (Fig. 5). As shown in Fig. 5, all of these 54 ORs were expressed in the antennae. PxylOR2 was expressed in male and female antennae and legs. The expression of the nine candidate PRs was observed only in antennae but not in legs. And of which, seven candidate PRs (PxylOR1, 3, 4, 5, 6, 7 and 41) had male-biased or male-specific expression patterns. Different from the other lepidopteran ORs, PxylOR8, was only expressed in female antennae. PxylOR45 was expressed in both male and female at a similar level. In other 44 general ORs PxylOR54 expression was much higher in female than in male antenna and the remaining 43 ORs were expressed in both male and female antennae at a similar level. In contrast to ORs, the expression of all IRs did not differ significantly between males and females. All of these 16 PxylIRs were expressed in the male and female antennae, but PxylIR7d.3 and PxylIR25a were also expressed in legs.

Figure 5.

Figure 5

Tissue- and sex-specific expression patterns of candidate PxylORs and PxylIRs. M: male antennae, F: female antennae, L: legs. PxylRPS3 is the reference.

Discussion

In the present study, we profiled the antennal transcriptome of P. xylostella adults by RNA-seq technology and annotated 118 putative olfactory genes, including 54 putative ORs, 24 OBPs, 16 IRs, 15 CSPs, 7 GRs, and 2 SNMPs. Chemosensory genes have been identified in other Lepidopteran insects; 134 putative chemosensory unigenes were identified in the antennae of H. armigera, including 60 ORs, 34 OBPs, 19 IRs,18CSPs, 1 GR and 2 SNMPs, and 131 putative chemosensory unigenes were identified in H. assulta antennae, including 64 ORs, 19 IRs, 29 OBPs, 17 CSPs, and 2 SNMPs33. Our results are comparable with those from H. armigera and H. assulta in the number of genes identified. The identification of chemosensory genes from antennal transcriptomes was also reported for the moth M. sexta (91 genes, including 48 ORs, 18 OBPs, 21 CSPs and 4 IRs)34 and B. mori (138 genes, including 71 ORs, 20 OBPs, 16 CSPs and 31 IRs)3538 and many other insect pests.

Insects utilize three groups of chemosensory receptors, ORs, IRs and GRs, to perform a variety of essential behaviors such as foraging, mating and oviposition. ORs are the centerpiece of peripheral olfactory reception and determine the sensitivity and specificity of odorant reception3. Due to the availability of insect genome databases and progress in sequencing technology, increasing numbers of OR genes have been identified from many Lepidopteran species. To date, 68, 64, 70 ORs have been identified in the genome databases of B. mori 38, Danaus plexippus 39 and Helioconius Melpomene 40, respectively. Recently, by using next-generation sequencing technology the antennal transcriptome of M. sexta was profiled, and 48 OR genes were identified34,41. In this study, we identified 54 ORs in the antennal transcriptome of adult P. xylostella. The number of ORs identified in this paper is less than that identified by You et al.30 in the genome database of P. xylostella. We might have missed some development-related OR genes because we only identified chemosensory genes in the adult antennae. Typical insect ORs are characterized by seven TMDs. We found less than seven TMDs in PxylORs, which is also observed in other Lepidopteran insects33,42,43. This is probably caused by the limited power of the software used for TMDs finding.

All of the PxylORs identified in the antennal transcriptome are highly divergent and share low similarity with other Lepidopteran insect ORs. A study showed that the common ancestor of Lepidopterans had fewer OR genes but that there were multiple gene gains and few gene losses during the evolution of Lepidoptera. This phenomenon of gene family expansion is suggested to be associated with the adaption of Lepidopteran species to host plants44. We also identified 9 (PxylOR1, PxylOR3-8, PxylOR41 and PxylOR45) candidate PRs based on their similarity to previously characterized PRs. The antennal expression pattern of PoxylPRs is consistent with that of PRs in H. armigera 42 and S. littoralis 45. Among these 9 candidate PRs, 7 showed male-biased expression, and PxylOR5 was only expressed in male antennae. In contrast, PoxylOR8 was only expressed in female antennae. Sex and tissue-specific expression of chemosensory genes is very common among Lepidoperan pests. It was found in H. assulta 33 and H. armigera 42 that some of their antennal OR genes showed sex-biased expression pattern. The male-specific expression of PxylOR5 probably plays a role in locating females, while the female-specific expression PxylOR8 likely also has ecological significance, i.e. optimization of pheromone production and spatial dispersion of females among host plants46,47 and selection of oviposition sites.

We identified one Orco unigene, named PxylOR2, which has high similarity to HarmOR2, BmorOR2 and HvirOR2. Orco is highly conserved among all insect species3 and carries out similar functions in different insects48 by forming a ligand-gated ion channel49. Orco probably functions as a chaperone and forms a dimer with the other ORs in P. xylostella.

GRs can respond to tastants such as sugars, bitter substances, CO2 and some contact pheromones50. Thus, GRs play very important roles in food selection and feeding behaviors in insects. The first insect GRs were identified in the fruit fly, D. melanogaster 51. The number of Lepidopteran GRs varies greatly; there is one GR in Cydia pomonella 52 and H. armigera 42, 2 in M. sexta 34, 3 in Heliothis virescens 53 and 5 in Spodoptera littoralis 45,54. In the antennal transcriptome of adult P. xylostella we identified 7 GRs, which is more than those in the Lepidopteran insects mentioned above, but far less than the number found in the silkworm B. mori (65 GRs)55 and the oriental tobacco budworm H. assulta (18 GRs)56. GRs are mainly expressed in gustatory organs such as the proboscis and maxillary palps, rather than in antennae8. This is a possible reason why we identified only 7GRs in P. xylostella. Two GR genes, GR21a and GR63a have been proved to be putative CO2 receptors in the antennae of the fruit fly57,58. And in mosquitos, 3 putative CO2 receptor genes (GR22, 23 and 24) have been identified in the maxillary palps of different species5961. The PxylGR1 was closely related to the GR22 in mosquito and GR21a in the fruit fly and predicted to be a candidate CO2 receptor.

IRs belong to an ancient chemosensory receptor family, and two subfamilies of IRs have been identified recently, i.e. the conserved ‘antennal IRs’ and the species-specific ‘divergent IRs’62. The first IR was identified in the coeloconic sensilla of Drosophila 14 and most Drosophila IRs have clear orthologs within the genus of Lepidoptera34,42,63. IRs are ligand-gated ion channels that mediate chemical communication between neurons14. In this study, we identified 16 IRs in the antennal transcriptome of P. xylostella and named them based on homologous sequences from other insects. Similar numbers of IRs have been identified from other Lepidopteran insects: 19 IRs were identified in the antennal transcriptomes of H. armigera and H. assult 33, 15 IRs in C. pomonella 52, 20 IRs in Chio suppresalis 43, and 12 IRs in S. litoralis 36. All of these IRs are expressed in antennae, but PxylIR7d.3 and PxylIR25a are also expressed in legs, which is different from the expression patterns of these genes in H. assulta 33. Coincidently, HarmIR25a, HarmIR75d, HarmIR75p and HarmIR76p are also expressed in the cotton bollworm legs42. The function of leg-expressed IRs remains unknown and deserves in-depth investigation.

OBPs are believed to be directly involved in the activation of the ORx/Orco complex in the recognition of specific odors20. A total of 24 OBPs were identified in the antennal transcriptome of P. xylostella, including three GOBPs and three PBPs. The number of OBPs identified in the present study was comparable to those identified in transcriptomic analyses of H. armigera (34) and H. assulta (29)33, S. litura (21)64, S. littoralis (26)54, but fewer than those identified in B. mori (44)37. OBPs showed lineage-specific expansion and diversification; therefore, it is not surprising that there are some differences, or even big differences, in the number of OBPs. Previous studies have also shown that some insect OBPs and CSPs are expressed exclusively in non-antennae tissues or in larvae65. Therefore, different sampling and sequencing strategies may lead to different results. In a previous study, two GOBPs, GOBP1 and 2, were identified in P. xylostella antennae66. GOBPs were also found in the antennae of C. pomonella 67 and S. litura 68. The antennal P. xylostella GOBPs identified in this study have ecological significance, e.g. guiding P. xylstella to find better food69. The antennal S. litura GOBP1 can bind to plant odorants, while S. litura GOBP2 can bind to aldehyde-sex compounds and analogs68.

CSPs are a class of small soluble proteins expressed highly in the chemosensilla lymph70 and show high binding activity to odorants and pheromones71. We identified 15CSPs genes in the present study. The number of CSPs identified from P. xylostella was comparable to the number in B. mori (18)72, H. armigera (18) and H. assulta (17)33 and S. litura (18)64, but fewer than the number in M. sexta (21)34, Sesamia inferens (24)63 and S. littoralis (31) 45. Because CSPs are also expressed in tissues other than antennae73,74 and may participate in other physiological processes, it is possible that we have missed some CSPs in our antennal transcriptome analysis.

SNMPs are two-transmembrane domain proteins that share very high homology to members of the mammalian CD36 receptor family, which are thought to function in pheromone detection of Lepidopteran and Dipteran insects31. Two subtypes of SNMPs (SNMP1 and SNPM2) have been frequently identified in most insects, e.g. Helicoverpa armigera 33,42, Cnaphalocrocis medinalis 27, S. exigua75, S. litura 28, C. suppressalis 43, H. assulta 33, and in this study, P. xylostella. The expression of antennal SNMPs in P. xylostella suggests their role in pheromone detection, similar to what has been reported in D. melanogaster 32,76.

Conclusions

In summary, we identified 118 candidate olfactory genes that may function in odorant perception in the diamondback moth, P. xylostella by assembling and annotating transcriptomic sequence data. We carried out a comparative phylogenetic analysis to predict gene functions and examined the transcriptome patterns of the P. xylostella OR and IR genes. Genes with sex-biased and tissue-specific expression patterns, especially PxylOR5 and PxylOR8, are potential targets for environmentally-friendly management of this destructive insect pest. Our results lay the foundation for functional analysis of these receptors in both neurobiological and evolutionary studies.

Materials and Methods

Insect rearing

The laboratory-maintained P. xylostella was reared in the Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China. The larvae and adults were fed on Chinese cabbage and kept in cages at 27 ± 1 °C under a 16: 8 (L: D) photoperiod and 65 ± 5% relative humidity. Male and female larvae were distinguished at the last instar and placed in separate cages. Antennae of female or male adults were dissected at 1–3 days after adult emergence, immediately frozen in liquid nitrogen, and then stored at −70 °C until use.

Total RNA extraction

The frozen antennae were transferred to a liquid nitrogen-cooled mortar and ground with a pestle. One mL of TRIzol reagent was pipetted to the homogenate (Invitrogen, Carlsbad, CA, USA) and total RNA was extracted following the manufacturer’s instructions. Total RNA was resuspended in RNAse-free H2O, and RNA quantity was determined with a Nanodrop ND-2000 spectrophotometer (NanoDrop products, Wilmington, DE, USA). RNA integrity was assessed using an Agilent 2100 BioAnalyzer (Agilent Technologies, Englewood, CO, USA).

cDNA Library construction and Illumina sequencing

Tenμg of total RNA, extracted from approximately 2000 antennae of 1–3 day old adult male or female moths. The cDNA library for each sample was prepared using the NEBNext® mRNA Library Prep Reagent Set for Illumina (NEB, Ipswich, MA, USA) following the manufacturer’s instructions. Poly-A RNA for each sample was fragmented in fragmentation buffer to a length of 200 nt–700 nt. Random hexamers were used to generate first-strand cDNA, and second-strand cDNA was synthesized using RNaseH and DNA polymerase I. The double-strand cDNA (ds cDNA) samples were purified with the QIAquick PCR Purification Kit (Qiagen, Hilden, Germany) and eluted with EB buffer. The short fragments were treated with T4 DNA Polymerase and T4 Polynucleotide Kinase for end-repair and dA-tailing, then sequencing adaptors with barcodes were ligated to the dA tail of ds cDNA using T4 DNA ligase. To select insert length, ds cDNA samples were separated by agarose gel electrophoresis and bands of approximately 200 bp were excised and purified with the QIAquick Gel Extraction Kit (Qiagen, Hilden, Germany). Paired-end sequencing of the library was performed on the Illumina HiSeq™ 2000 platform (Illumina, San Diego, CA, USA) at the Beijing Genome Institute (Shenzhen, China). The read length of each end was 90 bp. The male and female libraries were sequenced in one lane, and raw reads were then sorted by barcode sequence.

Unigene generation

Raw reads were pre-processed to remove low quality reads and reads containing adapter sequences and poly-A/T tails. The publicly available program Trinity was used to perform de novo assembly of clean reads to generate a set of transcripts77. The Trinity outputs were then clustered by TGICL (TGI Clustering tools)78. The final unigene dataset consists of uniformly clustered sequences and singletons.

Gene identification and functional annotation

Unigene sequences were first searched against protein databases like nr, Swiss-Prot, KEGG and COG, using blastx with an e-value cut-off of 1e−579. To identify more OR genes, 63ORs from B. mori were used as queries in tblastn searches of P. xylostella antennal unigenes. Unigene ESTs were predicted using ESTScan80. Signal peptides in the protein sequences were predicted using SignaIP 4.081. The TMDs of annotated genes were predicted using TMHMM Server Version2.0 (http://www.cbs.dtu.dk/services/TMHMM).

Phylogenetic analyses

Phylogenetic trees were constructed based on the amino sequences of the candidate olfaction genes and genes from the collected data sets. The OR datasets contained OR sequences identified from Lepidopteran insects (36from H. armigera, 18 from H. virescens and 63 from B. mori)38,42,82,83. The IR datasets contained IR sequences from H. armigera (11), S. littoralis (11), Cydia pomonella (10), B. mori (18) and D. melanogaster (64)36,42,52,62. The OBP datasets contained sequences from H. armigera (26), H. virescens (17) and B. mori (34)37,42. The CSP data set contained sequences from H. armigera (13)42, H. virescens (9)84 and B. mori (16)70. All amino acid sequences were aligned using ClustalW285. The unrooted neighbor-joining trees were constructed by the Jones-Taylor-Thornton(JTT) method with 1,000 bootstrap replications as implemented in MEGA5 software86.

Expression analysis of the candidate receptors by semi-quantitative reverse transcription PCR

To illustrate and compare the expression patterns of candidate receptors in male and female antennae, semi-quantitative RT-PCR was performed using cDNA prepared from male antennae, female antennae and legs (male and female mixture). Legs were used as a control to confirm the antennae-enriched expression of candidate receptors. Total RNA was extracted as described above. Prior to cDNA synthesis, RNA was treated with DNase I (Fermentas, Vilnius, Lithuania) to remove trace amounts of genomic DNA. The cDNA was synthesized using the First Strand cDNA Synthesis Kit (Fermentas, Vilnius, Lithuania) and was used as a template in PCR reactions with gene-specific primers. The housekeeping gene RPS3 was used as a control87. Primers were designed using the Primer Premier 5 software (PREMIER Biosoft International), and the sequences are available in Supplementary Table S1. PCR was performed with the Veriti Thermal Cycler (Applied Biosystems, Carlsbad, CA, USA) under the following conditions: 94 °C for 2 min, 33 cycles of 94 °C for 30 s, 55–60 °C for 30 s, and 72 °C for 30 s, and 72 °C for 10 min. The cycle number was reduced to 27 and 30 for Actin and OR2 amplification because of their high expression level. The experiment was repeated three times using three independently isolated RNA samples. PCR amplification products were run on a 2% agarose gel and verified by DNA sequencing.

Electronic supplementary material

Dataset 1 (72KB, doc)
Supplementary Table S1 (39.2KB, pdf)

Acknowledgements

This work was funded by Beijing Nova Program (Z161100004916119), the National Natural Science Foundation of China (31672095&31471833) and the Ministry of Education of Anhui Province (gxbjZD2016016). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Author Contributions

S.Y., G.W. and Y.L. designed the experiments. S.Y., D.C. and Y.L. performed the experiments. S.Y., D.C. and Y.L. contributed reagents/materials/gene identification. S.Y., D.C., G.W. and Y.L. analyzed the data. S.Y., G.W. and Y.L. wrote the paper.

Competing Interests

The authors declare that they have no competing interests.

Footnotes

Electronic supplementary material

Supplementary information accompanies this paper at doi:10.1038/s41598-017-11646-7

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Sato, K. & Touhara, K. In Chemosensory Systems in Mammals, Fishes, and Insects 203–220 (Springer, 2009).
  • 2.Gao Q, Chess A. Identification of candidate Drosophila olfactory receptors from genomic DNA sequence. Genomics. 1999;60:31–39. doi: 10.1006/geno.1999.5894. [DOI] [PubMed] [Google Scholar]
  • 3.Leal WS. Odorant reception in insects: roles of receptors, binding proteins, and degrading enzymes. Annu. Rev. Entomol. 2013;58:373–391. doi: 10.1146/annurev-ento-120811-153635. [DOI] [PubMed] [Google Scholar]
  • 4.Clyne PJ, et al. A novel family of divergent seven-transmembrane proteins: candidate odorant receptors in Drosophila. Neuron. 1999;22:327–338. doi: 10.1016/S0896-6273(00)81093-4. [DOI] [PubMed] [Google Scholar]
  • 5.Benton R, Sachse S, Michnick SW, Vosshall LB. Atypical membrane topology and heteromeric function of Drosophilaodorant receptors in vivo. PLoS Biol. 2006;4:e20. doi: 10.1371/journal.pbio.0040020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Scott K, et al. A chemosensory gene family encoding cadidate gustatory and olfacotry receoptors in Drosophila. Cell. 2001;104:661–673. doi: 10.1016/S0092-8674(01)00263-X. [DOI] [PubMed] [Google Scholar]
  • 7.Chyb S. Drosophila gustatory receptors: from gene identification to functional expression. J. Insect Physiol. 2004;50:469–477. doi: 10.1016/j.jinsphys.2004.03.012. [DOI] [PubMed] [Google Scholar]
  • 8.Sparks JT, Vinyard BT, Dickens JC. Gustatory receptor expression in the labella and tarsi of Aedes aegypti. Insect Biochem.Mol.Biol. 2013;43:1161–1171. doi: 10.1016/j.ibmb.2013.10.005. [DOI] [PubMed] [Google Scholar]
  • 9.Jiang XJ, et al. A gustatory receptor tuned to D-fructose in antennal sensilla chaetica of Helicoverpa armigera. Insect Biochem. Mol. Biol. 2015;60:39–46. doi: 10.1016/j.ibmb.2015.03.002. [DOI] [PubMed] [Google Scholar]
  • 10.Mang D, et al. Expression of a sugar clade gustatory receptor, BmGr6, in the oral sensory organs, midgut, and central nervous system of larvae of the silkworm Bombyx mori. Insect Biochem. Mol. Biol. 2016;70:85–98. doi: 10.1016/j.ibmb.2015.12.008. [DOI] [PubMed] [Google Scholar]
  • 11.Ning C, Yang K, Xu M, Huang LQ, Wang CZ. Functional validation of the carbon dioxide receptor in labial palps of Helicoverpa armigera moths. Insect Biochem. Mol. Biol. 2016;73:12–19. doi: 10.1016/j.ibmb.2016.04.002. [DOI] [PubMed] [Google Scholar]
  • 12.Abuin L, et al. Functional architecture of olfactory ionotropic glutamate receptors. Neuron. 2011;69:44–60. doi: 10.1016/j.neuron.2010.11.042. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Ai MR, et al. Ionotropic glutamate receptors IR64a and IR8a form a functional odorant receptor complex in vivo in Drosophila. J. Neuroscience. 2013;33:10741–10749. doi: 10.1523/JNEUROSCI.5419-12.2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Benton R, Vannice KS, Gomez-Diaz C, Vosshall LB. Variant ionotropic glutamate receptors as chemosensory receptors in Drosophila. Cell. 2009;136:149–162. doi: 10.1016/j.cell.2008.12.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Silbering AF, et al. Complementary function and integrated wiring of the evolutionarily distinct Drosophilaolfactory subsystems. J. Neuroscience. 2011;31:13357–13375. doi: 10.1523/JNEUROSCI.2360-11.2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Chen C, et al. Drosophila ionotropic receptor 25a mediates circadian clock resetting by temperature. Nature. 2015;27:516–U238. doi: 10.1038/nature16148. [DOI] [PubMed] [Google Scholar]
  • 17.Miyakawa H, Sato M, Colbourne JK, Iguchi T. Ionotropic glutamate receptors mediate inducible defense in the water flea Daphnia pulex. Plos One. 2015;10:e0121324. doi: 10.1371/journal.pone.0121324. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Leal, W. S. Pheromone reception. In The Chemistry of Pheromones and Other Semiochemicals II 1–36 (Springer, 2005).
  • 19.Pelosi P, Zhou JJ, Ban LP, Calvello M. Soluble proteins in insect chemical communication. Cell. Mol. Life Sci. 2006;63:1658–1676. doi: 10.1007/s00018-005-5607-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Laughlin JD, Ha TS, Jones DNM, Smith DP. Activation of pheromone-sensitive neurons is mediated by conformational activation of pheromone-binding protein. Cell. 2008;133:1255–1265. doi: 10.1016/j.cell.2008.04.046. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Zhou JJ. Odorant-binding proteins in insects. Vitam Horm. 2010;83:241–272. doi: 10.1016/S0083-6729(10)83010-9. [DOI] [PubMed] [Google Scholar]
  • 22.Briand L, et al. Characterization of a chemosensory protein (ASP3c) from honeybee (Apis mellifera L.) as a brood pheromone carrier. Eur. J. Biochem. 2002;269:4586–4596. doi: 10.1046/j.1432-1033.2002.03156.x. [DOI] [PubMed] [Google Scholar]
  • 23.Yi X, et al. Involvement of a specific chemosensory protein from Bactrocera dorsalis in perceiving host plant volatiles. J. Chem. Ecol. 2014;40:267–275. doi: 10.1007/s10886-014-0406-4. [DOI] [PubMed] [Google Scholar]
  • 24.Li ZQ, et al. Expression Analysis and Binding Assays in the Chemosensory Protein Gene Family Indicate Multiple Roles in Helicoverpa armigera. J. Chem. Ecol. 2015;41:473–485. doi: 10.1007/s10886-015-0574-x. [DOI] [PubMed] [Google Scholar]
  • 25.Vogt RG, et al. The insect SNMP gene family. Insect Biochem.Mol.Biol. 2009;39:448–456. doi: 10.1016/j.ibmb.2009.03.007. [DOI] [PubMed] [Google Scholar]
  • 26.Gu SH, et al. Molecular identification and differential expression of sensory neuron membrane proteins in the antennae of the black cutworm moth Agrotis ipsilon. J. Insect Physiol. 2013;59:430–443. doi: 10.1016/j.jinsphys.2013.02.003. [DOI] [PubMed] [Google Scholar]
  • 27.Liu S, et al. Identification and characterization of two sensory neuron membrane proteins from Cnaphalocrocis medinalis (Lepidoptera: Pyralidae) Arch. Insect Biochem. 2013;82:29–42. doi: 10.1002/arch.21069. [DOI] [PubMed] [Google Scholar]
  • 28.Zhang J, Liu Y, Walker WB, Dong SL, Wang GR. Identification and localization of two sensory neuron membrane proteins from Spodoptera litura (Lepidoptera: Noctuidae) Insect Sci. 2015;22:399–408. doi: 10.1111/1744-7917.12131. [DOI] [PubMed] [Google Scholar]
  • 29.Furlong MJ, Wright DJ, Dosdall LM. Diamondback moth ecology and management: problems, progress, and prospects. Ann. Rev. Entomol. 2013;58:517–541. doi: 10.1146/annurev-ento-120811-153605. [DOI] [PubMed] [Google Scholar]
  • 30.You M, et al. A heterozygous moth genome provides insights into herbivory and detoxification. Nat. Genet. 2013;45:220–225. doi: 10.1038/ng.2524. [DOI] [PubMed] [Google Scholar]
  • 31.Rogers ME, Krieger J, Vogt RG. Antennal SNMPs (sensory neuron membrane proteins) of Lepidoptera define a unique family of invertebrate CD36-like proteins. J. Neurobiol. 2001;49:47–61. doi: 10.1002/neu.1065. [DOI] [PubMed] [Google Scholar]
  • 32.Benton R, Vannice KS, Vosshall LB. An essential role for a CD36-related receptor in pheromone detection in Drosophila. Nature. 2007;450:289–293. doi: 10.1038/nature06328. [DOI] [PubMed] [Google Scholar]
  • 33.Zhang J, 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. doi: 10.1371/journal.pone.0117054. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Grosse-Wilde E, et al. Antennal transcriptome of Manduca sexta. Proc. Natl. Acad. Sci. USA. 2011;108:7449–7454. doi: 10.1073/pnas.1017963108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Xia Q, et al. A draft sequence for the genome of the domesticated silkworm (Bombyx mori) Science. 2004;306:1937–1940. doi: 10.1126/science.1102210. [DOI] [PubMed] [Google Scholar]
  • 36.Olivier V, Monsempes C, Francois MC, Poivet E, Jacquin-Joly E. Candidate chemosensory ionotropic receptors in a. Lepidoptera. Insect. Mol. Biol. 2011;20:189–199. doi: 10.1111/j.1365-2583.2010.01057.x. [DOI] [PubMed] [Google Scholar]
  • 37.Gong DP, Zhang HJ, Zhao P, Xia QY, Xiang ZH. The odorant binding protein gene family from the genome of silkworm. Bombyx mori. BMC Genomics. 2009;10:332. doi: 10.1186/1471-2164-10-332. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Tanaka K, et al. Highly selective tuning of a silkworm olfactory receptor to a key mulberry leaf volatile. Curr.Biol. 2009;19:881–890. doi: 10.1016/j.cub.2009.04.035. [DOI] [PubMed] [Google Scholar]
  • 39.Zhan S, Merlin C, Boore JL, Reppert SM. The monarch butterfly genome yields insights into long-distance migration. Cell. 2011;147:1171–1185. doi: 10.1016/j.cell.2011.09.052. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Briscoe AD, et al. Female behaviour drives expression and evolution of gustatory receptors in butterflies. Plos Genet. 2013;9:e1003620. doi: 10.1371/journal.pgen.1003620. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Howlett N, et al. Identification of chemosensory receptor genes in Manduca sexta and knockdown by RNA interference. Bmc Genomics. 2012;13:1. doi: 10.1186/1471-2164-13-211. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Liu Y, Gu S, Zhang Y, Guo Y, Wang G. Candidate olfaction genes identified within the Helicoverpa armigeraantennal transcriptome. PloS One. 2012;7:e48260. doi: 10.1371/journal.pone.0048260. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Cao D, et al. Identification of candidate olfactory genes in Chilo suppressalis by antennal transcriptome analysis. Int. J. Biol. Sci. 2014;10:846–860. doi: 10.7150/ijbs.9297. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Engsontia P, Sangket U, Chotigeat W, Satasook C. Molecular evolution of the odorant and gustatory receptor genes in Lepidopteran insects: implications for their adaptation and speciation. J. Mol. Evol. 2014;79:21–39. doi: 10.1007/s00239-014-9633-0. [DOI] [PubMed] [Google Scholar]
  • 45.Legeai F, et al. An Expressed Sequence Tag collection from the male antennae of the Noctuid moth Spodoptera littoralis: a resource for olfactory and pheromone detection research. BMC Genomics. 2011;12:86. doi: 10.1186/1471-2164-12-86. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Palanaswamy P, Seabrook W. Behavioral responses of the female eastern spruce budwormChoristoneura fumiferana (Lepidoptera, Tortricidae) to the sex pheromone of her own species. J. Chem. Ecol. 1978;4:649–655. doi: 10.1007/BF00990275. [DOI] [Google Scholar]
  • 47.Schneider D, Schulz S, Priesner E, Ziesmann J, Francke W. Autodetection and chemistry of female and male pheromone in both sexes of the tiger moth Panaxia quadripunctaria. J Comp. Physiol. a-Sensory Neural. Behav.Physiol. 1998;182:153–161. doi: 10.1007/s003590050166. [DOI] [Google Scholar]
  • 48.Jones WD, Nguyen TA, Kloss B, Lee KJ, Vosshall LB. Functional conservation of an insect odorant receptor gene across 250 million years of evolution. Curr. Biol. 2005;15:119–121. doi: 10.1016/j.cub.2005.02.007. [DOI] [PubMed] [Google Scholar]
  • 49.Nakagawa T, Sakurai T, Nishioka T, Touhara K. Insect sex-pheromone signals mediated by specific combinations of olfactory receptors. Science’s STKE. 2005;307:1638. doi: 10.1126/science.1106267. [DOI] [PubMed] [Google Scholar]
  • 50.Montell C. A taste of the Drosophila gustatory receptors. Curr. Opin. Neurobiol. 2009;19:345–353. doi: 10.1016/j.conb.2009.07.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Clyne PJ, Warr CG, Carlson JR. Candidate taste receptors in Drosophila. Science. 2000;287:1830–1834. doi: 10.1126/science.287.5459.1830. [DOI] [PubMed] [Google Scholar]
  • 52.Bengtsson JM, et al. Putative chemosensory receptors of the codling moth, Cydia pomonella, identified by antennal transcriptome analysis. PloS One. 2012;7:e31620. doi: 10.1371/journal.pone.0031620. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Jorgensen K, Kvello P, Almaas TJ, Mustaparta H. Two closely located areas in the suboesophageal ganglion and the tritocerebrum receive projections of gustatory receptor neurons located on the antennae and the proboscis in the moth Heliothis virescens. J. Comp. Neurol. 2006;496:121–134. doi: 10.1002/cne.20908. [DOI] [PubMed] [Google Scholar]
  • 54.Jacquin-Joly E, et al. Candidate chemosensory genes in female antennae of the noctuid moth Spodoptera littoralis. Int. J. Biol. Sci. 2012;8:1036–1050. doi: 10.7150/ijbs.4469. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Wanner KW, Robertson HM. The gustatory receptor family in the silkworm moth Bombyx mori is characterized by a large expansion of a single lineage of putative bitter receptors. Insect Mol. Biol. 2008;17:621–629. doi: 10.1111/j.1365-2583.2008.00836.x. [DOI] [PubMed] [Google Scholar]
  • 56.Xu W, Papanicolaou A, Liu NY, Dong SL, Anderson A. Chemosensory receptor genes in the Oriental tobacco budworm Helicoverpa assulta. Insect Mol. Biol. 2015;24:253–263. doi: 10.1111/imb.12153. [DOI] [PubMed] [Google Scholar]
  • 57.Jones WD, Cayirlioglu P, Grunwald Kadow I, Vosshall LB. Two chemosensory receptors together mediate carbon dioxide detection in Drosophila. Nature. 2007;445:86–90. doi: 10.1038/nature05466. [DOI] [PubMed] [Google Scholar]
  • 58.Kwon JY, Dahanukar A, Weiss LA, Carlson JR. The molecular basis of CO2 reception in Drosophila. Proc. Natl. Acad. Sci. USA. 2007;104:3574–3578. doi: 10.1073/pnas.0700079104. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Lu T, et al. Odor coding in the maxillary palp of the malaria vector mosquito Anopheles gambiae. Curr. Biol. 2007;17:1533–1544. doi: 10.1016/j.cub.2007.07.062. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Robertson HM, Kent LB. Evolution of the gene lineage encoding the carbon dioxide receptor in insects. J. Insect Sci. 2009;9:14. doi: 10.1673/031.009.1901. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Kent LB, Walden KK, Robertson HM. The Gr family of candidate gustatory and olfactory receptors in the yellow-fever mosquito Aedes aegypti. Chem. Senses. 2008;33:79–93. doi: 10.1093/chemse/bjm067. [DOI] [PubMed] [Google Scholar]
  • 62.Croset V, et al. Ancient protostome origin of chemosensory ionotropic glutamate receptors and the evolution of insect taste and olfaction. PLoS Genet. 2010;6:e1001064. doi: 10.1371/journal.pgen.1001064. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Zhang YN, 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:e6971510. doi: 10.1371/journal.pone.0069715. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Feng B, et al. Transcriptome and expression profiling analysis link patterns of gene expression to antennal responses in Spodoptera litura. BMC Genomics. 2015;16:269. doi: 10.1186/s12864-015-1375-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Poivet E, et al. A comparison of the olfactory gene repertoires of adults and larvae in the noctuid moth Spodoptera littoralis. PloS one. 2013;8:e60263. doi: 10.1371/journal.pone.0060263. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Zhang ZC, Wang MQ, Lu YB, Zhang G. Molecular characterization and expression pattern of two general odorant binding proteins from the diamondback moth, Plutella xylostella. J.Chem. Ecol. 2009;35:1188–1196. doi: 10.1007/s10886-009-9697-2. [DOI] [PubMed] [Google Scholar]
  • 67.Garczynski SF, et al. Application of Cydia pomonella expressed sequence tags: Identification and expression of three general odorant binding proteins in codling moth. Insect Sci. 2013;20:559–574. doi: 10.1111/j.1744-7917.2012.01560.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Liu N-Y, et al. Two general-odorant binding proteins in Spodoptera litura are differentially tuned to sex pheromones and plant odorants. Comp Biochem PhysiolPart A: MolIntegr Physiol. 2015;180:23–31. doi: 10.1016/j.cbpa.2014.11.005. [DOI] [PubMed] [Google Scholar]
  • 69.Zhu J, et al. General odorant-binding proteins and sex pheromone guide larvae of Plutella xylostella to better food. Insect Biochem. Mol. Biol. 2016;72:10–19. doi: 10.1016/j.ibmb.2016.03.005. [DOI] [PubMed] [Google Scholar]
  • 70.Foret S, Wanner KW, Maleszka R. Chemosensory proteins in the honey bee: insights from the annotated genome, comparative analyses and expressional profiling. Insect Biochem. Mol. Biol. 2007;37:19–28. doi: 10.1016/j.ibmb.2006.09.009. [DOI] [PubMed] [Google Scholar]
  • 71.Pelosi P, Iovinella I, Felicioli A, Dani FR. Soluble proteins of chemical communication: an overview across arthropods. Front.Physiol. 2014;5:320. doi: 10.3389/fphys.2014.00320. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Gong DP, et al. Identification and expression pattern of the chemosensory protein gene family in the silkworm, Bombyx mori. Insect Biochem. Mol. Biol. 2007;37:266–277. doi: 10.1016/j.ibmb.2006.11.012. [DOI] [PubMed] [Google Scholar]
  • 73.Jacquin-Joly E, Vogt RG, Francois MC, Nagnan-Le Meillour P. Functional and expression pattern analysis of chemosensory proteins expressed in antennae and pheromonal gland of Mamestra brassicae. Chem. Senses. 2001;26:833–844. doi: 10.1093/chemse/26.7.833. [DOI] [PubMed] [Google Scholar]
  • 74.Liu YL, Guo H, Huang LQ, Pelosi P, Wang CZ. Unique function of a chemosensory protein in the proboscis of two Helicoverpa species. J. Exp. Biol. 2014;217:1821–1826. doi: 10.1242/jeb.102020. [DOI] [PubMed] [Google Scholar]
  • 75.Liu C, Zhang J, Liu Y, Wang G, Dong S. Eexpression of SNMP1 and SNMP2 genes in antennal sensilla of Spodoptera exigua (Hübner) Arch. Insect Biochem. Physiol. 2014;85:114–126. doi: 10.1002/arch.21150. [DOI] [PubMed] [Google Scholar]
  • 76.Jin X, Ha TS, Smith DP. SNMP is a signaling component required for pheromone sensitivity in Drosophila. Proc. Natl. Acad. Sci. USA. 2008;105:10996–11001. doi: 10.1073/pnas.0803309105. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Grabherr MG, et al. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nature biotechnol. 2011;29:644–652. doi: 10.1038/nbt.1883. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Pertea G, et al. TIGR Gene Indices clustering tools (TGICL): a software system for fast clustering of large EST datasets. Bioinformatics. 2003;19:651–652. doi: 10.1093/bioinformatics/btg034. [DOI] [PubMed] [Google Scholar]
  • 79.Altschul SF, et al. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 1997;25:3389–3402. doi: 10.1093/nar/25.17.3389. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Iseli, C., Jongeneel, C. V. & Bucher, P. ESTScan: a program for detecting, evaluating, and reconstructing potential coding regions in EST sequences. Proc. Int. Conf. Intell. Syst. Mol. Biol. 138–148 (1999). [PubMed]
  • 81.Petersen TN, Brunak S, von Heijne G, Nielsen H. SignalP 4.0: discriminating signal peptides from transmembrane regions. Nat. Methods. 2011;8:785–786. doi: 10.1038/nmeth.1701. [DOI] [PubMed] [Google Scholar]
  • 82.Krieger J. Genes encoding candidate pheromone receptors in a moth (Heliothis virescens) Proc. Natl. Acad. Sci. USA. 2004;101:11845–11850. doi: 10.1073/pnas.0403052101. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Krieger J, et al. A divergent gene family encoding candidate olfactory receptors of the moth Heliothis virescens. Eur. J. Neurosci. 2002;16:619–628. doi: 10.1046/j.1460-9568.2002.02109.x. [DOI] [PubMed] [Google Scholar]
  • 84.Picimbon JF, Dietrich K, Krieger J, Breer H. Identity and expression pattern of chemosensory proteins in Heliothis virescens (Lepidoptera, Noctuidae) Insect Biochem. Mol. Biol. 2001;31:1173–1181. doi: 10.1016/S0965-1748(01)00063-7. [DOI] [PubMed] [Google Scholar]
  • 85.Larkin MA, et al. Clustal W and Clustal X version 2.0. Bioinformatics. 2007;23:2947–2948. doi: 10.1093/bioinformatics/btm404. [DOI] [PubMed] [Google Scholar]
  • 86.Tamura K, et al. MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol. Biol. Evol. 2011;28:2731–2739. doi: 10.1093/molbev/msr121. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Wanner KW, et al. Female-biased expression of odourant receptor genes in the adult antennae of the silkworm, Bombyx mori. Insect Mol. Biol. 2007;16:107–119. doi: 10.1111/j.1365-2583.2007.00708.x. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Dataset 1 (72KB, doc)
Supplementary Table S1 (39.2KB, pdf)

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES