Skip to main content
PLOS One logoLink to PLOS One
. 2015 Dec 11;10(12):e0144267. doi: 10.1371/journal.pone.0144267

Identification and Comparative Expression Profiles of Chemoreception Genes Revealed from Major Chemoreception Organs of the Rice Leaf Folder, Cnaphalocrocis medinalis (Lepidoptera: Pyralidae)

Fang-Fang Zeng 1, Zhen-Fei Zhao 1, Miao-Jun Yan 1, Wen Zhou 1, Zan Zhang 1, Aijun Zhang 2, Zhong-Xian Lu 3, Man-Qun Wang 1,*
Editor: J Joe Hull4
PMCID: PMC4676629  PMID: 26657286

Abstract

To better understand the olfactory mechanisms in the rice leaf folder, Cnaphalocrocis medinalis (Guenée), a serious pest of rice in Asia, we established six partial transcriptomes from antennae, protarsus, and reproductive organs of male and female adults. A total of 102 transcripts were identified, including 29 odorant receptors (ORs), 15 ionotropic receptors (IRs), 30 odorant-binding proteins (OBPs), 26 chemosensory proteins (CSPs), and 2 sensory neuron membrane proteins (SNMPs). The expression patterns of these genes were calculated by fragments per kilobase of exon per million fragments mapped (FPKM) and validated by real-time quantitative PCR (RT-qPCR). Some transcripts were exclusively expressed in specific organs, such as female protarsus, whereas others were universally expressed, this varied expression profile may provide insights into the specific functions mediated by chemoreception proteins in insects. To the best of our knowledge, among the 102 identified transcripts, 81 are novel and have never been reported before. In addition, it also is the first time that ORs and IRs are identified in C. medinalis. Our findings significantly enhance the currently limited understanding olfactory mechanisms of the olfactory mechanisms underlying the chemoreception system in C. medinalis.

Introduction

The leaf folder, Cnaphalocrocis medinalis (Guenée) is a migratory rice pest in humid tropical and temperate regions of Oceania, Africa, and Asia [1]. The larvae can damage plants by folding the leaves and scraping the green leaf tissues within the fold, this activity reduces photosynthetic activity and causes yield losses [2]. Because of the cryptic feeding habits of larvae, chemical treatments are often impracticable. Chemical sensing mediates key behaviors in herbivorous insects, including seeking host plants, finding mating partners, selecting oviposition sites, and facilitating the detection of predators and toxic compounds [3]. Given this critical role in insect survival, regulating chemoreception as a means to control target insect pests is a potential safe and effective pest management measure.

Compared with vertebrates, insects have independent receptors localized in specific tissues, such as antennae, mouthparts, legs, wings, and ovipositor [4]. It is speculated that olfactory sensors mainly exist in antennae, whereas gustatory sensors can be found in legs [5], especially on the ventral surfaces of the tarsi (feet), where they come into contact with whatever they are walking on. Additionally, in some species, similar receptors are scattered over the surface of the body and may also be present on the egg-laying apparatus [4].

Chemosensation is orchestrated at various levels, starting with reception of semiochemicals at the periphery, processing of those signals at the antennal lobes, integration of olfactory and other sensory modalities in the higher processing centers of the brain, and ultimately translation of chemical signals into internal physiology and other external cues and signals [6]. During the peripheral process, diverse genes are utilized, including odorant binding proteins (OBPs), chemosensory proteins (CSPs), and chemosensory receptors [7, 8]. It is thought that external chemicals enter the chemosensilla at which point odorants or non-volatile chemicals are captured by odorant-binding proteins (OBPs) and/or chemosensory proteins (CSPs) [9], and then transported through the aquaeous sensillar lymph to the olfactory receptors. There the chemical messages are converted into electrical signals carrying information about the external world to the brain [10]. In addition, other chemosensory proteins have also been proposed to play a role in insect olfaction. Two critical classes are sensory neuron membrane proteins (SNMPs) [11, 12] and ionotropic receptors (IRs). OBPs and CSPs are both small water-soluble extra-cellular proteins containing a hydrophobic pocket [9, 13]. In Lepidoptera, most insect OBPs share six conserved cysteines (C1-X25-30-C2-X3-C3-X36-42-C4-X8-14-C5-X8-C6), whereas CSPs shares four (C1-X6-C2-X18-C3-X2-C4) [14]. It is now well accepted that OBPs and CSPs solubilize ligands, help transport hydrophobic molecules (towards odorants and pheromones) through the aqueous environment of the sensillar lymph, and contribute to the sensitivity of the insect olfactory system [15, 16]. However, besides this, OBPs and CSPs can also participate in physiological processes that extend beyond chemoreception [17, 18].

Chemosensory receptors (both olfactory and gustatory receptors) are trans-membrane proteins located in the dendrite membrane of receptor neurons. They play central roles as bio-transducers [7, 19]. The classical odorant receptors (ORs), similar to gustatory receptors (GRs), are extremely divergent seven-transmembrane domain (7TM) proteins, sharing as little as 8% amino acid identity within the same species [19]. In Drosophila, a novel OR sub-family, the odorant receptor co-receptor (Orco) was discovered, which is a single, atypical receptor that is co-expressed with conventional ORs in nearly all olfactory neurons [20]. Orco is highly conserved, sharing up to 94% sequence identity with orthologues amongst insect species [21]. It has been postulated that an olfactory receptor neuron (ORN) expresses one to three ligand-binding ORs with the conserved ubiquitous Orco [22]. The OR/Orco makes up a stand-alone heteromeric structure that functions as a ligand-gated ion channel to trigger the signal transduction cascade [21]. In Lepidopterans, numerous ORs specialized in the detection of sex pheromones, so-called pheromone receptors (PRs), have also been functionally characterized [2327].

Recently, a new family of chemosensory receptors—the ionotropic receptor (IR) family was identified in Drosophila melanogaster by bioinformatic analyses [28]. IRs comprise a recently discovered ionotropic glutamate receptor (iGluR)—like protein family, involved in chemo-sensation [28]. Insect IRs contain structural regions that are conserved in iGluRs, including three trans-membrane domains, a two-way ligand-binding domain with two lobes, and one ion channel pore. However, the conserved iGluR glutamate-binding residues in the two lobes are not retained in IRs, indicating their atypical binding characters [28]. Unlike ORs, two or three IR genes appear to be always co-expressed with one or both of the conserved IR8a and IR25a genes in an IR-expressing neuron [29]. In Drosophila, IR64a and IR8a formed a functional ion channel that allowed ligand-evoked cation currents indicating that IR8a is a subunit that forms a functional olfactory receptor with IR64a in vivo to mediate odor detection [30]. Furthermore, IRs can be classified into two distinct subfamilies. One is the conserved ‘antennal IRs’, which have been proposed to be derived from an animal iGluR ancestor and thus represent the first olfactory receptor family in insects. The other is the species-specific ‘divergent IRs’, which have been implicated in taste and are derived from ‘antennal IR’ ancestors [31]. Additionally, sensory neuron membrane proteins (SNMPs) of which there are two sub-types of SNMP proteins, SNMP1 and SNMP2 in different insects [32], might also participate in chemoreception.

Identification of chemosensory genes is a prerequisite for functional characterization of olfactory genes. With the development of next generation sequencing (NGS) techniques, numerous chemoreception genes have been identified from various insect species, such as Manduca sexta [33], Cydia pomonella [26], Aphis gossypii [34], Helicoverpa armigera [35], Sesamia inferens [36], Chilo suppressalis [37], and Spodoptera littoralis [18, 38]. Although numerous chemosensory genes have been molecularly identified based on sequence similarity to reported genes in almost all insect orders, their exact functions are largely unknown. The expression profiles, particularly the tissue distribution, could provide important information on the functions of the chemosensory genes [3941].

Previously, we reported sequencing and analyses of a C. medinalis antennal cDNA library and identified a subset of chemosensory genes corresponding to 5 OBPs and 3 CSPs [42]. Herein, to extend our view of the C. medinalis transcriptome and significantly increase the number of annotated olfactory genes, samples of the major olfactory organs, including antennae, protarsus, and reproductive organs from both male and female were analyzed. Our new analysis resulted in a total of 67,357 unigenes gene ontology (GO) annotations of which revealed enrichment in binding and catalytic activities. These data allowed us to identify novel C. medinalis olfactory genes, including binding proteins and chemosensory receptors. Furthermore, fragments per kilobase of exon per million fragments mapped (FPKM) calculations were performed to represent the expression levels, and real-time quantitative PCR (RT-qPCR) experiments were conducted on eight selected genes to validate our results.

Materials and Methods

Insect resources

C. medinalis larvae or pupae were collected from rice field in Wuxue, a county of Hubei Province in China (115°45′E; 30°00′N). The properties were not privately owned or protected in any way, and this field study did not involve endangered or protected species. The larvae were reared in buckets in the laboratory until pupation. Pupae were sexed and maintained separately inside glass tubes until moths emerged. Immediately after emergence, female and male adults were provided a 10% sucrose solution. To obtain mated females, newly emerged male and female moths were paired in plastic-screen cages (20 × 20 × 10 cm). Antennal (At), Protarsus (P), and reproductive organs (Ro) were isolated from mixed population adults 1–5 days after eclosion and kept separately in a freezer (- 80°C) until use.

RNA preparation and cDNA library construction and sequencing

Frozen samples were individually crushed in a liquid nitrogen-cooled vitreous homogenizer and total RNA from each sample (~200 adult male or female moths) was extracted using TRIzol reagent (Invitrogen, Carlsbad, CA, USA) following the manufacturer’s instructions. Residual genomic DNA was removed using DNase I (Promega, Madison, WI, USA). Total RNA was dissolved in RNase-free water and RNA integrity was verified by gel electrophoresis. The RNA quantity was determined on a Nanodrop ND-2000 spectrophotometer (NanoDrop products, Wilmington, DE, USA).

Poly-A RNA was isolated from about 10–20 μg of the total RNA of different tissue samples was extracted using oligo (dT) magnetic beads. Then, poly-A RNA for each sample was digested into short fragments in a fragmentation buffer. Random hexamers were used for first-strand cDNA, followed by second-strand cDNA synthesis using RNase H and DNA polymerase I. These dual-strand DNA samples were treated with T4 DNA Polymerase and T4 Polynucleotide Kinase for end-repair and dA-tailing, followed by adaptor ligation to the dsDNA dA tail using T4 DNA ligase. Products corresponding to insert length ~200 bp were collected by 2% agarose gel electrophoresis and purified with a Takara quick Gel Extraction Kit (Takara, Hilden, Germany) and used as templates for PCR amplification to create a cDNA library. The library was pair-end sequenced using a PE90 strategy (paired-end reads of 90 base pairs per read) on an Illumina HiSeq 2000 (Illumina, San Diego, CA, USA) at the Beijing Genome Institute (Wuhan, China). Different libraries were sequenced in one lane; raw-reads were sorted by barcodes in the sequencing adaptor.

Assembly and functional annotation

The clean-read dataset was generated from raw-reads by the following steps. First, reads with adaptors or those containing more than 5% unknown nucleotides (Ns) were directly removed. Second, low quality reads containing more than 20% suspect-nucleotides with a Phred Quality Score less than 10 were filtered out. Finally, both ends of the reads were evaluated to trim unreliable ends containing more than 3 successive suspect-nucleotides. Each clean-read dataset of all of the male and female tissues were separately de novo assembly using a paired-reads mode and default parameters in Trinity r2012-06-08 [43]. The Trinity outputs were clustered using TGICL [44]. Consensus cluster sequences and singletons made up the unigene dataset.

Those unigenes larger than 150 bp were first aligned using BLASTx to protein databases, including Nr, Nt, Swiss-Prot, KEGG, COG, and GO (e-value<1e-5). Proteins with the highest sequence similarity with the given unigenes along with their protein functional annotations were subsequently retrieved. BLAST results were then imported into Blast2GO pipeline [45] for GO Annotation. Protein coding region prediction was performed using OrfPredictor according to the BLAST results. Blast2GO was used to retrieve GO annotations of the unigenes with GO functional classification obtained using WEGO software. Then the best hit sequences were searched by BlastX in NCBI.

Expression abundance analysis of unigenes

The expression abundance of the unigenes was calculated by the FPKM method [46] using the formula with software program: FPKM (A) = 106×C/ (N×L/103). In this formula, FPKM (A) is the expression abundance of unigene A; C is the number of fragments that uniquely aligned to gene A by SOAP [47]; N is the total number of fragments that uniquely aligned to all genes; and L is the total number of bases in gene A. The FPKM method can eliminate the influence of different gene lengths and sequencing discrepancy on the calculation of expression abundance. These results can be directly used to compare expression differences in samples.

Phylogenetic analyses

The open reading frames (ORFs) of the putative chemosensory genes were predicted using ORF finder (http://www.ncbi.nlm.nih.gov/gorf/gorf.html). Putative N-terminal signal peptides of OBPs and CSPs were predicted using SignalP 4.1 Server (http://www.cbs.dtu.dk/services/SignalP/). The TMDs (Trans-Membrane Domains) of ORs and IRs were predicted using TMHMM Server Version 2.0 (http://www.cbs.dtu.dk/services/TMHMM). Amino acid sequence alignments were generated using WebLogo (http://weblogo.berkeley.edu/logo.cgi). Sequences were initially aligned using ClustalW and phylogenetic trees were constructed using the neighbor-joining method [48], with the Jones—Taylor—Thornton (JTT) amino acid substitution model as implemented in MEGA5.2 software (http://www.megasoftware.net/). Node support was assessed using a bootstrap procedure of 1000 replicates and uniform rates with pairwise deletion of data gaps.

Quantitative real-time PCR validation

Total RNA was extracted from tissue samples according to the methods above. First-strand cDNA was synthesized according to the protocol provided with the One Step SYBR® PrimeScript® RT-PCR kit (Takara Code: DRR066A). The eight tested genes were selected and PCR primers were designed with the NCBI primer design tool Primer-BLAST (S1 Table). Tissue expression profiling of adults was carried out by a Bio-Rad IQ5 real-time qPCR system. Product sizes of ~100–160 bp were used to measure increased fluorescence of SYBR green. Real-time qPCR was conducted in 20 μl reactions that contained 10 μl 2× SYBR Green PCR Master Mix, 0.8 μl of each primer (10 mM), 2 μl sample cDNA, and 6.4 μl sterilized ultrapure H2O (Millipore). To properly assess the efficiency of PCR amplification, all the primers were tested by at least five orders of magnitude in multiples (5logs) consecutive dilutions of template concentration with at least 3 times parallel repeated. Then the efficiency can be controlled >90%. To assess reproducibility, test samples and endogenous controls were carried out in triplicate. Cycling parameters were as follows: 94°C for 2 min, 40 cycles at 95°C for 10 s, and 60°C for 30 s. Products were analyzed by agarose gel electrophoresis, sequencing, and melt curve analysis, which indicated that the respective reactions did not yield non-specific amplification products. CmedActin was used as an endogenous control to normalize the expression of target genes in olfactory tissues [42]. Female antennae of 0d old adults were used as a calibrator to calculate ΔΔCt values between tissues (ΔCt male antennae or female legs or other tissues at any time point– ΔCt female antennae of 0 d). Moreover, relative quantification was performed using the comparative 2-ΔΔCt method [49] to identify differences in mRNA expression levels in different tissues and sexes of adults data indicate means ± SE (n = 3). One-way ANOVO statistical analysis was used to measure the different expression levels in tissues.

Results and Discussion

Assembly

Transcriptomic sequence data were generated using Illumina HiSeqTM2000/MiSeq technology. Approximately, 83.6, 90.2, 85.2, 84.5, 86.2, and 85.7 million raw-reads were obtained from libraries constructed from female and male antenna, tarsus, and reproductive organs, respectively. Additionally, 77.0, 83.3, 77.1, 76.7, 79.1, and 78.4 million respective clean-reads were obtained after filtering, followed by merging and clustering. A final transcript dataset with consisting of 67,357 unigenes was obtained. The dataset was 50.63 megabases with a mean length of 857 nt and an N50 of 1405 nt. There were 18,943 unigenes longer than 1000 nt, which accounted for 28.12% of the transcriptome assembly (Table 1).

Table 1. Data summary.

Sample Counts(total nb) Total length Mean length N50 Consensus Sequeces Distinct Clusters Distinct Singletons
Female Antennae 135,749 38,145,858 281 389 _ _ _
Female ovipositorFe 140,371 36,913,097 263 354 _ _ _
Male tarsus 121,628 32,420,687 267 357 _ _ _
Contig Male antennae 120,037 42,510,286 354 627 _ _ _
Male reproductive organs 126,108 34,488,011 273 364 _ _ _
Male tarsus 127457 32,729,371 257 329 _ _ _
Female Antennae 73,996 35,682,190 482 656 73,996 11,590 62,406
Female ovipositor 69,100 33,135,277 480 696 69,100 12,464 56,636
Female tarsus 62,338 28,960,889 465 654 62,338 9,778 52,560
Unigene Male antennae 71,058 43,759,881 616 987 71,058 12,412 57,646
Male reproductive organs 68,047 31,559,480 464 618 68,047 10,184 57,863
Male tarsus 66827 29,066,891 435 548 66,827 9,189 57,638
Merge 67,357 57,697,863 857 1405 67,357 21,666 45,691

Homology analysis and gene ontology annotation

Among the 67,357 unigenes, 36,966 (54.8%) were matched using a BLASTX homology search to entries in the NCBI non-redundant (nr) protein database with a cut-off E-value of 10–5. The highest percentage of matched sequences (refers to only the best match for each unigene to a sequence in the blast database) was to Danaus plexippus (54.0%), followed by Bombyx mori (6.6%), Tribolium castaneum (4.2%), Papilio xuthus (2.9%), Silurana tropicalis (1.9%), Papilio polytes (1.1%), and Acyrthosiphon pisum (1.1%). The remaining 28.3% sequences were matched to other insect species (Fig 1A).

Fig 1. Annotation summary of C. medinalis antenna unigenes.

Fig 1

(A) Species distribution of unigenes’ best-hit annotation term in the nr database (B) Gene ontology classifications of the C. medinalis unigenes.

Gene Ontology (GO) annotations were used to classify the 67,357 unigenes into different functional groups by BLAST2GO. Based on sequence homology, 15,748 unigenes (23.37%) could be annotated with each unigene classified into one or more functional groups of the three biological processes (Fig 1B). In the molecular function category, genes expressed in the antennae were mostly enriched in molecular binding activity (e.g., nucleotide, ion, and odorant binding) and catalytic activity (e.g., hydrolase and oxidoreductase). Among the biological process terms, cellular and metabolic processes were the most frequently represented, and in the cellular component terms, cell, cell part, and organelle were the most abundant (Fig 1B). These results are comparable to the reported Chilo suppressalis transcriptional profile [37].

Identification of chemosensory receptor candidates

The unigenes related to chemosensory receptor candidates were identified by keyword searches of BLASTx annotations. To identify additional OR candidates, the predicted protein sequences of the unigenes were further searched by PSI-blastp with known lepidopteran chemosensory receptors (Tables 2 and 3). We identified 29 distinct unigenes that were candidates for OR genes and no GR gene like sequences longer than 200bp were identified in any tissue even tarsus. Among the OR genes, four sequences were full length ORs because they had an intact open reading frame with a general length of 1200 bp and 4 to 7 predicted transmembrane domains, which are characteristic of typical insect ORs. Based on typical OR lengths (around 400 amino acids), over 60% of the sequences identified represented fragments with missing 5’ ends and only seven contained a deduced protein longer than 200 amino acids. Similar results have been reported in the transcriptomes of other species, such as S. Inferens [36], C. suppressalis, and H. armigera.

Table 2. Unigenes of candidates for olfactory receptors.

Gene name Accession number Unigene reference ORF(aa) Status TMD Evalue Blastx best hit
CmedPR1 KP975162 Cl195 375 complete 4 2e-76 gb|AGK43827.1| odorant receptor 5 [Plutella xylostella]
CmedPR2 KP975163 Cl1885 434 complete 6 6e-95 gb|ADB89183.1| odorant receptor 6 [Ostrinia nubilalis]
CmedPR3 KP97514 Unigene2572 290 5’, 3’ missing 2 3e-76 gb|AGG91650.1| odorant receptor [Ostrinia furnacalis]
CmedPR4 KP975165 unigene7146 159 5’ missing 2 3e-18 dbj|BAI66624.1| odorant receptor [Ostrinia nubilalis]
CmedOrco KP975160 Unigene8047 473 complete 7 0.0 gb|AGS41440.1|Odorant receptor co-receptor [Agrotis segetum]
CmedOR1 KP975136 Unigene5798 448 complete 6 0.0 gb|AIT72007.1| olfactory receptor 47, partial [Ctenopseustis obliquana]
CmedOR2 KP975137 Unigene8211 407 complete 7 3e-101 NP_001091792.1Candidate olfactory receptor[Bombyx mori]
CmedOR3 KP975138 Cl4164 230 3’ missing 4 1e-81 gb|AIG51891.1| odorant receptor, partial [Helicoverpa armigera]
CmedOR4 KP975139 Unigene33571 216 5’, 3’ missing 3 9e-75 gb|AFL70813.1| odorant receptor 50, partial [Manduca sexta]
CmedOR5 KP975140 unigene2989 214 5’ missing 4 1e-62 NP_001157210.1| olfactory receptor 17 [Bombyx mori]
CmedOR6 KP975141 unigene14729 211 3’ missing 3 1e-24 gb|AII01081.1| odorant receptors [Dendrolimus kikuchii]
CmedOR7 KP975142 cl1990 207 5’ missing 4 5e-88 gb|AIG51891.1| odorant receptor, partial [Helicoverpa armigera]
CmedOR8 KP975143 cl7710 201 5’ missing 3 4e-70 gb|AII01102.1| odorant receptors [Dendrolimus kikuchii]
CmedOR9 KP975144 cl282 192 5’ missing 1 7e-52 gb|AFL70813.1| odorant receptor 50, partial [Manduca sexta]
CmedOR10 KP975145 unigene11382 179 5’ missing 2 6e-97 |gb|AIG51892.1| odorant receptor [Helicoverpa armigera]
CmedOR11 KP975146 unigene7039 172 5’ missing 2 2e-67 gb|AIG51899.1| odorant receptor [Helicoverpa armigera]
CmedOR12 KP975147 unigene20786 169 5’ missing 2 2e-75 gb|AIG51873.1| odorant receptor [Helicoverpa armigera]
CmedOR13 KP975148 unigene30983 167 5’ missing 2 2e-75 gb|ACM18061.1| putative odorant receptor OR3 [Manduca sexta]
CmedOR14 KP975149 unigene35520 164 5’, 3’ missing 1 2e-76 gb|AII01061.1| odorant receptors [Dendrolimus houi]
CmedOR15 KP975150 unigene14982 163 5’, 3’ missing 2 2e-11 gb|AIT72018.1| olfactory receptor 67 [Ctenopseustis obliquana]
CmedOR16 KP975151 unigene17854 163 5’ missing 2 2e-66 gb|AIG51883.1| odorant receptor, partial [Helicoverpa armigera]
CmedOR17 KP975152 unigene14624 162 5’, 3’ missing 3 3e-46 gb|AIT71986.1| olfactory receptor 12 [Ctenopseustis obliquana]
CmedOR18 KP975153 unigene3174 150 5’, 3’ missing 3 1e-44 gb|AIT69895.1| olfactory receptor 46, partial [Ctenopseustis herana]
CmedOR19 KP975154 unigene18118 139 5’, 3’ missing 2 8e-67 gb|AFC91721.1| putative odorant receptor OR12 [Cydia pomonella]
CmedOR20 KP975155 unigene24580 118 5’, 3’ missing 2 5e-67 gi|669092426|gb|AII01085.1| odorant receptors [Dendrolimus kikuchii]
CmedOR21 KP975156 unigene7667 118 5’ missing 1 1e-58 gb|AIG51873.1| odorant receptor [Helicoverpa armigera]

Table 3. Unigenes of candidates for olfactory receptors.

Gene name Accession number Unigene reference ORF(aa) Status TMD Evalue Blastx best hit
CmedOR22 KP975157 unigene2843 115 5’ missing 1 4e-35 gb|AII01110.1| odorant receptors [Dendrolimus kikuchii]
CmedOR23 KP975158 unigene18065 99 3’ missing 1 4e-26 gb|AIT69911.1| olfactory receptor 71 [Ctenopseustis herana]
CmedOR24 KP975159 unigene35280 84 5’ 3’ missing 1 7e-40 gb|AIG51878.1| odorant receptor, partial [Helicoverpa armigera]

In the phylogenetic analyses, lepidopteran putative pheromone receptors clustered in a subgroup (Fig 2). These four OR candidates were named “CmedPRx” (x = 1 through 4) to more clearly indicate putative function; this nomenclature was adopted to more clearly differentiate lepidopteran pheromone receptors from general odorant receptors, which generally have been poorly classified. The C. medinalis Orco orthologue, termed-CmedOrco, had a high degree of identity with other insect co-receptors. Almost all CmedOR candidates clustered with at least one putative lepidopteran orthologous in the phylogenetic tree.

Fig 2. Phylogenetic tree of candidate CmedORs with known OR sequences of other species.

Fig 2

Harm: H. armigera; Hvir: H. virescens; Bmor: B. mori; Pxyl: P. xylostella; Cpom: Cydia pomonella, Hass: H. assulta; Msex: Manduca sexta, Slit: Spodoptera littoralis; Dkik: Dendrolimus kikuchii; Dhou: Dendrolimus houi; Cobl: Ctenopseustis obliquana; Dple: Danaus plexippus; Alin: Adelphocoris lineolatus; Afas: Adelphocoris fasciaticollis; Asut: Adelphocoris suturalis; Lpra: Lygus pratensis; Llin: Lygus lineolaris; Aluc: Apolygus lucorum; Tmol: Tenebrio molitor; Ccin: Cephus cinctus; Mdom: Musca domestica; Cruf: Chrysomya rufifacies; Aalb: Aedes albopictus; Ldis: Lymantria disparasiatica; Cpun: Conogethes punctiferalis; Aseg: Agrotis segetum; The clades in blue and in green indicate the pheromone receptor gene clade and the co-receptor gene clade respectively.

Compared to genome-based identification the number of ORs identified in transcriptome analyses is typically limited. The number of ORs identified in the genomes of D. melanogaster, A. gambiae, and B. mori are 62, 79 and 72, respectively, while in antennal transcriptomes 47 were identified in M. sexta [33], 43 in C. Pomonella [26] and 47 in H. armigera [35]. In the European corn borer (Ostrinia nubilalis), a neuroanatomical study suggested 64 glomeruli in the antennal lobe of both genders [19], and in H. virescens, the total number of glomeruli, including dimorphic and isomorphic units, consisted of 64 in males and 62 in female [50]. It is believed that that one olfactory receptor type is expressed in the OSN and axonal projects of different OSNs express the same olfactory receptor, which converges on the same antennal lobe glomeruli. Indeed, some glomeruli can also be activated by OSNs that express other classes of chemoreceptors, such as ionotropic receptors [29]. Although there has been no reports on the number of glomeruli in C. medinalis, our dataset of 29 OR sequences is somewhat smaller than those of other insects [36, 37] even though the sequencing depth of our transcriptome was greater than others. There are several possible explanations to address this potential discrepancy. First, according to the sequence reads, the expression level of ORs in the C. medinalis antenna is very low, suggesting low transcript numbers (S1 Fig), resulting in lower detection metrics, which suggests that there is a high chance to identify additional low expression C. medinalis chemosensory genes that were missed in our assembly. Second, it is possible that the remaining OR and GR genes are either exclusively expressed in other olfactory organs such as maxillary palp (especially OR) or are temporally restricted to the developmental period (embryonic, larval, or pupal).

Identification of candidates for sensory neuron membrane proteins and ionotropic receptors

Sensory neuron membrane proteins (SNMPs), which are located in the dendritic membrane of primarily pheromone-specific OSNs, are thought to trigger ligand delivery to the receptor [32]. The two ‘discovered’ SNMPs share 100% sequence similarity with those reported previously [51].

The putative IR genes in the C. medinalis antennal transcriptome can be represented according to their similarity to known insect IRs. Bioinformatics analysis led to the identification of 15 IR candidates, in which three sequences contained a full-length ORF, and the remaining 12 sequences were fragments. Insect IRs have three trans-membrane domains, and TMHMM2.0 predicted the six candidates C. medinalis IR also have three trans-membrane domains (Table 4). For phylogenetic analysis, 13 of the putative C. medinalis IRs were aligned with orthologous IRs from D. plexippus, B. mori, S. Littoralis, and D. melanogaster, the remaining two C. medinalis IR sequences were too short to align successfully. From the phylogenetic tree, we detected clear segregation between the different subfamilies, such as iGluR, IR75q, IR41a, and IR93a. In this phylogenetic tree, the most of C. medinalis IR candidates clustered with orthologous ionotropic receptors into separate clades (Fig 3). Based on their positions in the phylogenetic tree and strong bootstrap support, 12 of the 13 analyzed C. medinalis IRs candidates clustered with the IR8a, IR75p, IR75q, IR21a, IR41a, IR68a, IR76b, IR87a, and IR93a groups, which formed small expansions with other putative genes. Similar to previous reports [28, 31], IRs and iGluRs clustered phylogenetically into separate clades, with the exception of the IR8a and IR25a lineages, which clustered with the iGluRs. Unexpectedly, an orthologe of co-receptor IR25a, which is typically among the highest expressed IR transcripts in other insect antennae, was not found in our transcriptome.

Table 4. Unigenes of candidates for ionotropic receptors.

Gene name Accession number Unigene reference ORF(aa) Status TMD Evalue Blastx best hit
CmedIR93a KP975113 Cl8524 874 Complete 4 0.0 XP_004925511.1 glutamate receptor 2-like [Bombyx mori]
CmedIR8a KP975100 Unigene29958 849 5’ missing 3 0.0 gb|AII01121.1| ionotropic receptors [Dendrolimus kikuchii]
CmedIR76b KP975099 Cl4160 552 Complete 3 0.0 XP_004927780.1 glutamate receptor ionotropic, delta-2-like isoform X1 [Bombyx mori]
CmedIR75p.2 KP975109 Cl8802 465 5’, 3’missing 3 0.0 |gb|ADR64684.1| putative chemosensory ionotropic receptor IR75p [Spodoptera littoralis]
CmedIR75q.2 KP975110 Unigene842 434 5’, 3’ missing 3 0.0 gb|AFC91752.1| putative ionotropic receptor IR75q2 [Cydia pomonella]
CmedIR87a KP975112 Unigene11123 430 Complete 3 0.0 gb|AFC91760.1| putative ionotropic glutamate receptor 87a, partial [Cydia pomonella]
CmedIR75q.1 KP975108 Cl4222 400 5’ lost 3 2e-117 |gb|ADR64685.1| putative chemosensory ionotropic receptor IR75.2 [Spodoptera littoralis]
CmedIR21a.1 KP975104 Unigene15010 362 5’ lost 2 4e-154 gb|AII01123.1| ionotropic receptors [Dendrolimus kikuchii]
CmedIR75p KP975101 Cl5125 324 5’, 3’ missing 1 4e-119 gb|AII01128.1| ionotropic receptors [Dendrolimus kikuchii]
CmedIR21a.2 KP975105 Unigene34047 317 5’, 3’ missing 1 0.0 gb|AII01123.1| ionotropic receptors [Dendrolimus kikuchii]
CmedIR1 KP975111 Unigene843 188 5’, 3’ missing 1 3e-109 gb|AII01119.1| ionotropic receptors [Dendrolimus houi]
CmedIR68a KP975107 Unigene21319 149 5’, 3’ missing 1 6e-70 gb|AIG51921.1| ionotropic receptor, partial [Helicoverpa armigera]
CmedIR3 KP975102 Unigene11279 114 5’, 3’ missing 1 2e-40 gb|AII01118.1| ionotropic receptors, partial [Dendrolimus houi]
CmedIR41a KP975106 Unigene42566 80 5’, 3’ missing 1 9e-33 gb|ADR64681.1| putative chemosensory ionotropic receptor IR41a [Spodoptera littoralis]
CmedIR4 KP975103 Unigene18142 78 5’missing 1 3e-37 gb|AIG51921.1| ionotropic receptor, partial [Helicoverpa armigera]
CmedSNMP1 AFG73002 Cl7052 525 complete 2 0.0 gi|383215100|gb|AFG73002.1| sensory neuron membrane protein 1 [Cnaphalocrocis medinalis]
CmedSNMP2 AFG73003 Unigene4172 520 complete 1 0.0 gi|383215102|gb|AFG73003.1| sensory neuron membrane protein 2 [Cnaphalocrocis medinalis]

Fig 3. Phylogenetic tree of candidate CmedIRs with known IR sequences of other species.

Fig 3

Harm: H. armigera; Hvir: Bmor: B. mori; Slit: Spodoptera littoralis, Dmel: Drosophila melanogaster.

This is the first report of IRs in C. medinalis and sequence alignments showed that the IRs are more highly conserved across species and orders than the ORs are. In our database, we identified fragments of putative IRs, which were specifically and highly expressed in the antennae of both sexes. Data for these genes, including unigene reference numbers, length, and best BLASTx hit for all the 15 IRs, are listed in Table 4. The sequences of all 15 IRs are listed in S1 File.

Identification of putative odorant-binding proteins and chemosensory proteins

In addition to a keyword searching and PSI-Blast, we also used a motif scan for the conserved 6 cysteine residue pattern (C1-X5-39-C2-X3-C3-X21-44-C4-X7-12-C5-X8-C6) characteristic of odorant-binding proteins [52]. In our transcriptome data set, we identified 30 sequences that potentially encode odorant-binding proteins, including six previously annotated OBPs. Among these 30 sequences, 22 had an intact ORF detected, six unigenes lacked signal peptides and the other two were missing the 5’ sequence. Sequence alignment showed that 15 of the 22 putative intact OBPs had the classic cysteine motif (Fig 4). The number of CmedOBPs candidate identified was far less than the 46 annotated OBPs found in the B. mori genome [53], but was more than the 18 putative OBPs identified in M. sexta [33]. In the phylogenetic tree, the PBP and GOBP sequences were clustered into the PBP and GOBP clades, respectively, as expected (Fig 5). All candidates for OBP sequences were clustered with at least one lepidopteran ortholog. By comparing our putative OBPs with the NCBI records for C. medinalis, we identified six previously annotated “genes”, GOBP1, GOBP2, GOBP3, PBP4, OBP1, and OBP2. All of the previously annotated sequences had >99% amino acid identity with their most similar NCBI records. Therefore, we named these candidates GOBPs and PBPs based on their existing NCBI records, and named the other OBP candidates “CmedOBP” followed by a number in descending order of their coding lengths (Tables 5 and 6).

Fig 4. CmedOBPs sequence logo.

Fig 4

Degree of amino acid sequence conservation along the primary sequence axis of C. medinalis odorant-binding proteins (OBPs). Depicted amino acid character size correlates to relative conservation across aligned sequences. Green asterisks indicate the conserved six cysteine motifs characteristic of OBPs.

Fig 5. Phylogenetic tree of candidate CmedOBPs with known OBP sequences of other species.

Fig 5

Harm: H. armigera; Hvir: H. virescens; Bmor: B. mori; Pxyl: P. xylostella; Hass: H. assulta; Msex: Manduca sexta, Sexi: Spodoptera exigua; Slit: Spodoptera littoralis; Dkik: Dendrolimus kikuchii; Dhou: Dendrolimus houi; Dple: Danaus plexippus; Csup: Chilo suppressalis.

Table 5. Unigenes of candidates for odorant binding proteins.

Gene name Accession number Unigene reference ORF(aa) status Signal peptide E-value BLASTx best hit
CmedGOBP1 AFG72996 Cl3280.coontig1 163 complete 19 5e-102 gi|383215088|gb|AFG72996.1| general odorant binding protein 1 [Cnaphalocrocis medinalis]
CmedGOBP2 KC507183 Cl9173.contig3 161 complete 22 1e-108 gi|472271932|gb|AGI37366.1| general odorant-binding protein 2 [Cnaphalocrocis medinalis]
CmedGOBP3 KC507179 Unigene23178 173 complete N 1e-97 gi|472271924|gb|AGI37362.1| general odorant-binding protein 3 [Cnaphalocrocis medinalis]
CmedPBP4 KC507185 Unigene4439 163 complete N 3e-101 gi|472271936|gb|AGI37368.1| pheromone binding protein 4 [Cnaphalocrocis medinalis]
CmedPBP5 KP975161 Unigene25298 169 complete 26 1e-53 gb|ACX47891.1| pheromone-binding protein 2 F102 precursor [Amyelois transitella]
CmedOBP1 AFG72998 Unigene26852 147 complete 26 5e-99 gi|383215092|gb|AFG72998.1| odorant-binding protein 1 [Cnaphalocrocis medinalis]
CmedOBP2 AFG73000 Unigene33027 129 complete 18 1e-93 gi|383215096|gb|AFG73000.1| odorant-binding protein 2 [Cnaphalocrocis medinalis]
CmedOBP3 KP975114 Unigene2099 256 complete N 1e-74 ref|NP_001153663.1| odorant binding protein LOC100301495 precursor [Bombyx mori]
CmedOBP4 KP975115 Unigene4118 254 complete N 4e-134 gb|ADD71058.1| odorant-binding protein [Chilo suppressalis]
CmedOBP5 KP975116 Unigene29539 240 complete 18 5e-77 ref|NP_001157372.1| odorant binding protein fmxg18C17 precursor [Bombyx mori]
CmedOBP6 KP975117 Unigene19679 231 complete 24 8e-75 |gb|AII00994.1| odorant binding protein [Dendrolimus kikuchii]
CmedOBP7 KP975118 Cl1968 223 5’, 3’ missing 2e-68 gb|EHJ70925.1| odorant binding protein fmxg18C17 [Danaus plexippus]
CmedOBP8 KP975119 Unigene44356 219 complete 17 8e-70 gb|AIL54057.1| odorant-binding protein 21, partial [Chilo suppressalis]
CmedOBP9 KP975120 Unigene44227 204 5’ missing 3e-111 gb|AGK24579.1| odorant-binding protein 3 [Chilo suppressalis]
CmedOBP10 KP975121 Unigene6269 187 complete 20 5e-51 gb|AII01008.1| odorant binding protein [Dendrolimus kikuchii]
CmedOBP11 KP975122 Cl8457 171 complete N 7e-72 gb|AGK24580.1| odorant-binding protein 4 [Chilo suppressalis]
CmedOBP12 KP975123 Cl3709 158 5’, 3’ missing 6e-38 ref|NP_001140188.1| odorant-binding protein 4 [Bombyx mori]
CmedOBP13 KP975124 Cl4036 152 complete 22 1e-63 gb|AER27567.1| odorant binding protein [Chilo suppressalis]
CmedOBP14 KP975125 Unigene36228 149 complete 25 2e-08 gb|AEB54582.1| OBP3 [Helicoverpa armigera]
CmedOBP15 KP975126 Unigene22885 148 complete 20 2e-15 |gb|AAR28762.1| odorant-binding protein [Spodoptera frugiperda]
CmedOBP16 KP975127 Unigene11126 146 complete 19 6e-50 gb|AGH70102.1| odorant binding protein 6 [Spodoptera exigua]
CmedOBP17 KP975128 Unigene33680 140 complete 16 6e-08 gb|AFD34177.1| odorant binding protein 1 [Argyresthia conjugella]
CmedOBP18 KP975129 Unigene33154 137 complete 18 2e-48 gb|AII00979.1| odorant binding protein [Dendrolimus houi]
CmedOBP19 KP975130 Unigene34044 130 3’ missing 20 4e-26 gb|AGP03455.1| SexiOBP9 [Spodoptera exigua]

Table 6. Unigenes of candidates for odorant binding proteins.

Gene name Accession number Unigene reference ORF(aa) status Signal peptide E-value BLASTx best hit
CmedOBP20 KP975131 Cl2821 123 complete 16 9e-74 gb|AGK24578.1| odorant-binding protein 2 [Chilo suppressalis]
CmedOBP21 KP975132 Unigene11641 114 complete N 1e-62 ref|XP_004928230.1| PREDICTED: pheromone-binding protein-related protein 2-like [Bombyx mori]
CmedOBP22 KP975133 Unigene24577 110 5’, 3’ missing 9e-24 |ref|NP_001157372.1| odorant binding protein fmxg18C17 precursor [Bombyx mori]
CmedOBP23 KP975134 Unigene36708 106 5’ missing 4e-21 ref|NP_001157372.1| odorant binding protein fmxg18C17 precursor [Bombyx mori]
CmedOBP24 KP975135 Unigene43762 99 5’ missing 3e-57 gb|EHJ74351.1| odorant-binding protein 2 [Danaus plexippus]
CmedOBP25 KP987795 Unigene37903 93 5’ missing 4e-06 gb|AGC92789.1| odorant-binding protein 9 [Helicoverpa assulta]

Bioinformatics analysis led to the identification of 26 sequences that encoded CSPs candidates (Fig 6). Among them, 20 sequences had full-length ORFs and signal peptides, which were found by using the SignalP test, except for CmedCSP15. Neighbor-joining tree analysis showed that all 26 sequences clustered with orthologous Lepidopteran genes (Fig 7). These CSP candidates were named “CmedCSPx” followed by a number in descending order of the length of the coding region. Information of the CSPs is presented in Table 7. The CSP sequences are listed in S1 File.

Fig 6. CmedCSPs sequence logo.

Fig 6

Degree of amino acid sequence conservation along the primary sequence axis of C. medinalis chemosensory proteins (CSPs). Depicted amino acid character size correlates to relative conservation across aligned sequences. Green asterisks indicate the conserved four cysteine motifs characteristic of CSPs.

Fig 7. Phylogenetic tree of candidater CmedCSPs with known CSP sequences of other species.

Fig 7

Harm: H. armigera; Hvir: H. virescens; Bmor: B. mori; Pxyl: P. xylostella; Hass: H. assulta; Hzea: Helicoverpa zea; Msex: Manduca sexta, Mbra: Mamestra brassicae; Slit: Spodoptera littoralis; Sexi: Spodoptera exigua; Dkik: Dendrolimus kikuchii; Dhou: Dendrolimus houi; Dple: Danaus plexippus; Apis: Agrotis ipsilon; Sinf: Sesamia inferens; Csup: Chilo suppressalis; Caur: Chilo auricilius; Cfum: Choristoneura fumiferana; Trni: Trichoplusia ni; Ayam: Antheraea yamamai; Ppol: Papilio polytes.

Table 7. Unigenes of candidates for chemosensory proteins.

Gene name Accession number Unigene reference ORF(aa) Status Signal peptide E-value BLASTx best hit
CmedCSP2 KC507180 Unigene26762 124aa complete 16 6e-72 gi|472271926|gb|AGI37363.1| chemosensory protein 2 [Cnaphalocrocis medinalis]
CmedCSP3 KC507182 Cl2512.contig2 123aa complete 17 4e-66 gi|472271930|gb|AGI37365.1| chemosensory protein 3 [Cnaphalocrocis medinalis]
CmedCSP4 KM365188 Unigene4140 131aa complete 18 5e-75 gi|723592548|gb|AIX97823.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP6 KM365190 Unigene16713 129aa complete 18 1e-80 gi|723592548|gb|AIX97825.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP7 KM365191 Unigene29759 123aa complete 19 6e-69 gi|723592548|gb|AIX97826.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP10 KM365194 Unigene7213 121aa complete 17 2e-75 gi|723592548|gb|AIX97829.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP12 KM365196 Unigene11453 105aa complete 18 5e-54 gi|723592548|gb|AIX97831.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP13 KM365197 Cl270.coontig1 120aa complete 16 3e-60 gi|723592548|gb|AIX97832.1| chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP15 AIX97837 Unigene22875 120aa complete No 2e-72 gi|723592548|gb|AIX97837.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP14 KM365198 CL1055.Contig1 108aa complete 18 2e-47 gi|669092282|gb|AII01013.1| chemosensory proteins [Dendrolimus houi]
CmedCSP16 KM365200 Unigene26507 144a complete 19 1e-79 gi|723592548|gb|AIX97835.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP17 KM365201 Cl5537 157aa complete 18 7e-69 gi|723592548|gb|AIX97836.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP21 KM365205 Unigene22979 128aa complete 18 2e-77 gi|723592548|gb|AIX97840.1chemosensory protein [Cnaphalocrocis medinalis]
CmedCSP23 KP975086 Unigene34455 128aa complete 18 5e-56 gi|524903053|gb|AGR39573.1| chemosensory protein 3 [Agrotis ipsilon]
CmedCSP24 KP975087 Unigene36321 127aa complete 16 2e-71 gi|82792665|gb|ABB91378.1| chemosensory protein [Helicoverpa assulta]
CmedCSP25 KP975088 Unigene38001 127aa complete 18 6e-59 gi|552955226|gb|AGY49267.1|putative chemosensory protein [Sesamia inferens]
CmedCSP26 KP975089 Unigene36705 124aa 3’ missing 18 3e-40 gi|122894082|gb|ABM67687.1| chemosensory protein CSP2 [Plutella xylostella]
CmedCSP27 KP975090 Unigene37675 124aa 3’ missing 16 5e-44 gi|122894086|gb|ABM67689.1| chemosensory protein CSP2 [Spodoptera exigua]
CmedCSP28 KP975091 CL5373.Contig1 124aa complete 18 2e-54 gi|712120529|gb|AIW65099.1| chemosensory protein [Helicoverpa armigera]
CmedCSP29 KP975092 Unigene10982 123aa complete 19 3e-44 gi|158962509|dbj|BAF91715.1| chemosensory protein [Papilio xuthus]
CmedCSP30 KP975093 Unigene38015 123aa 3’ missing 18 2e-53 gi|524903217|gb|AGR39578.1| chemosensory protein 8 [Agrotis ipsilon]
CmedCSP31 KP975094 Unigene37928 121aa complete 16 7e-62 gi|365919036|gb|AEX07265.1| CSP2 [Helicoverpa armigera]
CmedCSP32 KP975095 cl3683.contig2_ 120aa 3’ missing 16 1e-73 ref|NP_001140188.1| odorant-binding protein 4 [Bombyx mori]
CmedCSP33 KP975096 cl1009.contig2 120aa complete 16 6e-51 gi|564969460|gb|AHC05672.1|chemosensory protein, partial [Chilo suppressalis]
CmedCSP34 KP975097 Unigene37060 112aa 3’ missing 16 4e-50 gi|365919040|gb|AEX07267.1| CSP6 [Helicoverpa armigera]
CmedCSP35 KP975098 Unigene36273 99aa 3’ missing 16 2e-29 gi|405117272|gb|AFR92092.1| chemosensory protein 8 [Helicoverpa armigera]

Validation of tissue- and sex-specific expression of candidate chemosensory genes

In C. medinalis, all 29 ORs were expressed in antennae, 12 of which showed sex differentiation, with the expression level of CmedOR7, CmedOR14, CmedOR15 and CmedOR21 higher in female antennae than in male. Female-biased OR expression, as quantified using RNA-seq data, has also been reported for ORs expressed in the antennae of the adult mosquito, Anopheles gambiae [54] and other lepidopterans [55]. Three putative ORs were also expressed in legs and reproductive organs, respectively (Fig 8A), and CmedOrco was specifically expressed in adult antennae. Functional characterization of these male- and female-biased ORs, as well as members of the PR clade, remains to be conducted.

Fig 8. Comparison of OBP, OR, CSPs, SNMPs, and IRs expression based on FPKM values in male and female adult C. medinalis chemosensory tissues.

Fig 8

(A) The common set of ORs expressed in each tissue in both males and females. (B) The common set of OBPs expressed in each tissue in both males and females. (C) The common set of CSPs expressed in each tissue in both males and females. (D) The common set of ORs expressed in each tissue in both males and females. The antennal libraries included both antennae, the protarsus libraries included the tarsus of six legs, and the reproductive organ included the last three abdominal sections.

Unlike ORs, the expression of the IRs appeared to be similar between male and female (Fig 8D). We observed that some CmedIRs transcripts were not specific to chemosensory tissues, as 13 of the 15 candidate IRs showed exclusive expression in male and female antennae. Similar results were also observed in S. littoralis IRs [56]. The relatively high sequence conservation and expression of IRs implies a probable functional conservation. The antennal IRs are a novel group of chemosensory receptors. Additionally, CmedIR4 and CmedIR68a showed considerable expression in the male and female tarsus, respectively. In D. melanogaster, most of the 15 antennal IRs were found to be expressed only in antennae, two were also expressed in other tissues, such as the proboscis [29]. And CsupIR3 and CsupIR64a have considerable expression in leg [37]. Thus, the chemosensory function of ORs and IRs might not be restricted to antennae (Fig 8B). In Lepidoptera, legs and ovipositors are known to carry contact chemosensory sensilla. For example, the ovipositor of the moth H. virescens has OR-expressing sensilla [57]. Taken together, these observations suggest that, although classified as antennal IRs, some IRs might be involved in functions other than chemoreception [56].

Compared with the chemoreception genes of C. medinalis previously submitted to NCBI, most of those sequences were found in our data and the expression patterns of these genes in different tissues were nearly identical. In addition, we identified 13 new CSP genes, 11 of which were only expressed in the female protarsus, the remaining two were also expressed in the male protarsus and one was expressed in the male reproductive organs (Fig 9C). In total, 12 OBP genes were exclusively expressed in antennae and four in the female tarsus. In addition, CmedOBP6 and CmedOBP12 were also expressed in the male reproductive organs; and CmedOBP16 and CmedOBP24 showed sex differentiation (Fig 9B). The high expression levels in male antenna could help male moths to identify sex pheromones emitted by female moths. In many species, soluble PBPs in the sensillum lymph surrounding the dendrites are thought to transfer the usually hydrophobic pheromone molecules to the dendrite membrane of the sensory neurons [58], and are male biased in expression [59, 60]. Several studies supported the role of PBP in pheromone detection, since female moths release a blend of sex pheromones to attract males over long distances, and males detect the released pheromones with extreme sensitivity and selectivity [61], PBPs though are not the only protein that can bind sex pheromones, OBPs and CSPs also function in this. Labeling was observed in antennae sensilla chaetica, but not in olfactory sensilla or sensilla coeloconica, leading to the suggestion that in Orthoptera, CSPs are involved in contact chemoreception. This may also apply to Lepidotera as BmorCSP4 was higher expressed in contact organs (antennae, legs, and wings) than non-contact organs (head, thorax and abdomen); many insects have high expression levels in antennae, legs and wings but lower levels in the abdomen, thorax and head for both sexes [62]. Furthermore, among insects many adult females do not automatically oviposit once they have reached the spawning place, initial determination of host suitability may occur through the tarsal sensilla [63]. In C. medinalis, four OBPs and 12 CSPs were identified that were expressed exclusively in female protarsus, which may function in host plant discrimination. We speculate that prior to oviposition, females assess the suitability of leaf surfaces with their legs. This behavior may help to characterize the function of these proteins in future research. In the Mediterranean fruit fly, Ceratitis capitata, CcapOBP99d is abundant in the antennae, but also present in tarsi, wings and male abdomen [61].

Fig 9. Expression levels of eight selected genes based on qPCR in different tissues.

Fig 9

F: female; M: male; At: antennae; P: protarsus; Ro: reproductive organ. Different letters above bars indicate significant differences in expression levels between tissues.

To validate the expression patterns of candidate genes, eight genes including two OBPs, two CSPs, and four ORs were selected and analyzed by qRT-PCR. The qRT-PCR amplicons were sequenced directly after amplification and show ≧99% identical at the nucleic acid level with the corresponding sequences from the transcriptome, indicating that the assembly of the transcripts was reliable. The expression levels were consistent with the initial FPKM calculation (Fig 8), which further supported the validity of our data.

Conclusion

The main objective of this study was to investigate the transcriptome of the major chemosensory organs in the rice leaf folder C. medinalis. Using RNA-sequencing, we annotated a total of 30 candidate OBPs, 14 CSPs, 36 ORs, 15 IRs, and 2 SNMPs in the antennae of C. medinalis. Most of the previously annotated C. medinalis chemosensory genes available in NCBI were also found in our dataset. Prior to this study, members of the major chemosensory genes had only been identified in the antennae of C. medinalis, and no ORs or IRs were identified. This strategy is particularly relevant for the identification of new insect chemosensory receptors in species for which no genomic data is available. The availability of our large antennal transcriptome represents a valuable resource for further studies on insect olfaction in this species as well as other leptidopterans.

Although the generation of gender-specific transcriptomes did not highlight strong differences between sexes, we found evidence for female-enriched ORs. A comparison of the transcriptomes in major chemosensory organs from males and females that have encountered diverse experiences might lead to the identification of more regulated genes, such as candidates for genes involved in gender-specific behaviors and make it possible for further research into the C. medinalis olfactory system at the molecular level. These studies can also provide information for comparative and functional genomic analyses of related species.

Supporting Information

S1 Fig. The FPKM of candidate chemoreception proteins in different tissues.

(TIF)

S1 File. Amino acid sequences of C. medinalis olfactory genes.

(DOC)

S1 Table. Primers used in the quantitative real-time PCR analysis.

(DOCX)

Data Availability

The clean reads of the C. medinalis transcriptome were stored in the NCBI SRA database, under the accession number of SRS839585, SRS839595, SRS839603, SRS839604, SRS839605 and SRS839606.

Funding Statement

This study was supported and funded by the National High Technology Research and Development Program of China (863 Program) (No. 2014AA10A605), the China Agriculture Research System (Grant No. CARS-01-17) and the Fundamental Research Funds for the Central Universities (2013PY046). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1. Khan Z, Barrion A, Litsinger J, Castilla N, Joshi R. Mini review. A bibliography of rice leaffolders (Lepidoptera: Pyralidae). Insect Sci Appl. 1988;9(2):129–74. [Google Scholar]
  • 2. Padmavathi C, Katti G, Padmakumari A, Voleti S, Subba Rao L. The effect of leaffolder Cnaphalocrocis medinalis (Guenee)[Lepidoptera: Pyralidae] injury on the plant physiology and yield loss in rice. Journal of Applied Entomology. 2013;137(4):249–56. [Google Scholar]
  • 3. Sato K, Touhara K. Insect olfaction: receptors, signal transduction, and behavior Chemosensory systems in mammals, fishes, and insects: Springer; 2009. p. 203–20. [DOI] [PubMed] [Google Scholar]
  • 4. Morita H, Shiraishi A. Chemoreception physiology. Comprehensive insect physiology, biochemistry and pharmacology. 1985;6:133–70. [Google Scholar]
  • 5. Wanner K, Robertson H. 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 molecular biology. 2008;17(6):621–9. 10.1111/j.1365-2583.2008.00836.x [DOI] [PubMed] [Google Scholar]
  • 6. Leal WS. Odorant reception in insects: roles of receptors, binding proteins, and degrading enzymes. Annual review of entomology. 2013;58:373–91. 10.1146/annurev-ento-120811-153635 [DOI] [PubMed] [Google Scholar]
  • 7. Hallem EA, Dahanukar A, Carlson JR. Insect odor and taste receptors. Annu Rev Entomol. 2006;51:113–35. [DOI] [PubMed] [Google Scholar]
  • 8. Korsching S. Olfactory maps and odor images. Current opinion in neurobiology. 2002;12(4):387–92. [DOI] [PubMed] [Google Scholar]
  • 9. Pelosi P, Zhou J-J, Ban L, Calvello M. Soluble proteins in insect chemical communication. Cellular and Molecular Life Sciences CMLS. 2006;63(14):1658–76. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Jacquin-Joly E, Merlin C. Insect olfactory receptors: contributions of molecular biology to chemical ecology. Journal of chemical ecology. 2004;30(12):2359–97. [DOI] [PubMed] [Google Scholar]
  • 11. Rogers ME, Sun M, Lerner MR, Vogt RG. Snmp-1, a novel membrane protein of olfactory neurons of the silk moth Antheraea polyphemus with homology to the CD36 family of membrane proteins. Journal of Biological Chemistry. 1997;272(23):14792–9. [DOI] [PubMed] [Google Scholar]
  • 12. Vogt RG, Miller NE, Litvack R, Fandino RA, Sparks J, Staples J, et al. The insect SNMP gene family. Insect biochemistry and molecular biology. 2009;39(7):448–56. 10.1016/j.ibmb.2009.03.007 [DOI] [PubMed] [Google Scholar]
  • 13. Calvello M, Brandazza A, Navarrini A, Dani F, Turillazzi S, Felicioli A, et al. Expression of odorant-binding proteins and chemosensory proteins in some Hymenoptera . Insect biochemistry and molecular biology. 2005;35(4):297–307. [DOI] [PubMed] [Google Scholar]
  • 14. Xu Y-L, He P, Zhang L, Fang S-Q, Dong S-L, Zhang Y-J, et al. Large-scale identification of odorant-binding proteins and chemosensory proteins from expressed sequence tags in insects. BMC genomics. 2009;10(1):632. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Jacquin-Joly E, Vogt RG, François M-C, Nagnan-Le Meillour P. Functional and expression pattern analysis of chemosensory proteins expressed in antennae and pheromonal gland of Mamestra brassicae . Chemical Senses. 2001;26(7):833–44. [DOI] [PubMed] [Google Scholar]
  • 16. Briand L, Swasdipan N, Nespoulous C, Bézirard V, Blon F, Huet JC, et al. Characterization of a chemosensory protein (ASP3c) from honeybee (Apis mellifera L.) as a brood pheromone carrier. European Journal of Biochemistry. 2002;269(18):4586–96. [DOI] [PubMed] [Google Scholar]
  • 17. Kitabayashi AN, Arai T, Kubo T, Natori S. Molecular cloning of cDNA for p10, a novel protein that increases in the regenerating legs of Periplaneta americana (American cockroach). Insect biochemistry and molecular biology. 1998;28(10):785–90. [DOI] [PubMed] [Google Scholar]
  • 18. Gong L, Luo Q, Rizwan-ul-Haq M, Hu M-Y. Cloning and characterization of three chemosensory proteins from Spodoptera exigua and effects of gene silencing on female survival and reproduction. Bulletin of entomological research. 2012;102(05):600–9. [DOI] [PubMed] [Google Scholar]
  • 19. Mombaerts P. Seven-transmembrane proteins as odorant and chemosensory receptors. Science. 1999;286(5440):707–11. [DOI] [PubMed] [Google Scholar]
  • 20. Larsson MC, Domingos AI, Jones WD, Chiappe ME, Amrein H, Vosshall LB. Or83b encodes a broadly expressed odorant receptor essential for Drosophila olfaction. Neuron. 2004;43(5):703–14. [DOI] [PubMed] [Google Scholar]
  • 21. Benton R, Sachse S, Michnick SW, Vosshall LB. Atypical membrane topology and heteromeric function of Drosophila odorant receptors in vivo. PLoS biology. 2006;4(2):e20 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22. Krieger J, Klink O, Mohl C, Raming K, Breer H. A candidate olfactory receptor subtype highly conserved across different insect orders. Journal of Comparative Physiology A. 2003;189(7):519–26. [DOI] [PubMed] [Google Scholar]
  • 23. Sun M, Liu Y, Walker WB, Liu C, Lin K, Gu S, et al. Identification and characterization of pheromone receptors and interplay between receptors and pheromone binding proteins in the diamondback moth, Plutella xyllostella. 2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. Zhang D-D, Zhu KY, Wang C-Z. Sequencing and characterization of six cDNAs putatively encoding three pairs of pheromone receptors in two sibling species, Helicoverpa armigera and Helicoverpa assulta . Journal of insect physiology. 2010;56(6):586–93. 10.1016/j.jinsphys.2009.12.002 [DOI] [PubMed] [Google Scholar]
  • 25. Montagné N, Chertemps T, Brigaud I, François A, François MC, De Fouchier A, et al. Functional characterization of a sex pheromone receptor in the pest moth Spodoptera littoralis by heterologous expression in Drosophila . European Journal of Neuroscience. 2012;36(5):2588–96. 10.1111/j.1460-9568.2012.08183.x [DOI] [PubMed] [Google Scholar]
  • 26. Bengtsson JM, Trona F, Montagné N, Anfora G, Ignell R, Witzgall P, et al. Putative chemosensory receptors of the codling moth, Cydia pomonella, identified by antennal transcriptome analysis. PloS one. 2012;7(2):e31620 10.1371/journal.pone.0031620 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Liu C, Liu Y, Walker WB, Dong S, Wang G. Identification and functional characterization of sex pheromone receptors in beet armyworm Spodoptera exigua (Hübner). Insect biochemistry and molecular biology. 2013;43(8):747–54. 10.1016/j.ibmb.2013.05.009 [DOI] [PubMed] [Google Scholar]
  • 28. Benton R. Evolution and revolution in odor detection. Science. 2009;326(5951):382–3. 10.1126/science.1181998 [DOI] [PubMed] [Google Scholar]
  • 29. Benton R, Vannice KS, Gomez-Diaz C, Vosshall LB. Variant ionotropic glutamate receptors as chemosensory receptors in Drosophila . Cell. 2009;136(1):149–62. 10.1016/j.cell.2008.12.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30. Ai M, Blais S, Park J-Y, Min S, Neubert TA, Suh GS. Ionotropic glutamate receptors IR64a and IR8a form a functional odorant receptor complex in vivo in Drosophila . The Journal of Neuroscience. 2013;33(26):10741–9. 10.1523/JNEUROSCI.5419-12.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. Croset V, Rytz R, Cummins SF, Budd A, Brawand D, Kaessmann H, et al. Ancient protostome origin of chemosensory ionotropic glutamate receptors and the evolution of insect taste and olfaction. PLoS genetics. 2010;6(8):e1001064 10.1371/journal.pgen.1001064 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32. Nichols Z, Vogt RG. The SNMP/CD36 gene family in Diptera, Hymenoptera and Coleoptera: Drosophila melanogaster, D. pseudoobscura, Anopheles gambiae, Aedes aegypti, Apis mellifera, and Tribolium castaneum . Insect biochemistry and molecular biology. 2008;38(4):398–415. 10.1016/j.ibmb.2007.11.003 [DOI] [PubMed] [Google Scholar]
  • 33. Grosse-Wilde E, Kuebler LS, Bucks S, Vogel H, Wicher D, Hansson BS. Antennal transcriptome of Manduca sexta . Proceedings of the National Academy of Sciences. 2011;108(18):7449–54. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Sakurai T, Nakagawa T, Mitsuno H, Mori H, Endo Y, Tanoue S, et al. Identification and functional characterization of a sex pheromone receptor in the silkmoth Bombyx mori . Proceedings of the National Academy of Sciences of the United States of America. 2004;101(47):16653–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Liu Y, Gu S, Zhang Y, Guo Y, Wang G. Candidate olfaction genes identified within the Helicoverpa armigera antennal transcriptome. PloS one. 2012;7(10):e48260 10.1371/journal.pone.0048260 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36. Zhang Y-N, Jin J-Y, Jin R, Xia Y-H, Zhou J-J, Deng J-Y, 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(7):e69715 10.1371/journal.pone.0069715 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37. Depan Cao YL, Wei J, Liao X, Walker WB, Li J, Wang G. Identification of Candidate Olfactory Genes in Chilo suppressalis by Antennal Transcriptome Analysis. International journal of biological sciences. 2014;10(8):846 10.7150/ijbs.9297 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Jacquin-Joly E, Legeai F, Montagné N, Monsempes C, François M-C, Poulain J, et al. Candidate chemosensory genes in female antennae of the noctuid moth Spodoptera littoralis . International journal of biological sciences. 2012;8(7):1036 10.7150/ijbs.4469 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39. Gong D-P, Zhang H-J, Zhao P, Xia Q-Y, Xiang Z-H. The odorant binding protein gene family from the genome of silkworm, Bombyx mori . BMC genomics. 2009;10(1):332. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40. Pelletier J, Leal WS. Characterization of olfactory genes in the antennae of the Southern house mosquito, Culex quinquefasciatus . Journal of insect physiology. 2011;57(7):915–29. 10.1016/j.jinsphys.2011.04.003 [DOI] [PubMed] [Google Scholar]
  • 41. Forêt S, Maleszka R. Function and evolution of a gene family encoding odorant binding-like proteins in a social insect, the honey bee (Apis mellifera). Genome research. 2006;16(11):1404–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42. Zeng F-F, Sun X, Dong H-B, Wang M-Q. Analysis of a cDNA library from the antenna of Cnaphalocrocis medinalis and the expression pattern of olfactory genes. Biochemical and biophysical research communications. 2013;433(4):463–9. 10.1016/j.bbrc.2013.03.038 [DOI] [PubMed] [Google Scholar]
  • 43. 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. Nature biotechnology. 2011;29(7):644–52. 10.1038/nbt.1883 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44. Pertea G, Huang X, Liang F, Antonescu V, Sultana R, Karamycheva S, et al. TIGR Gene Indices clustering tools (TGICL): a software system for fast clustering of large EST datasets. Bioinformatics. 2003;19(5):651–2. [DOI] [PubMed] [Google Scholar]
  • 45. Conesa A, Götz S, García-Gómez JM, Terol J, Talón M, Robles M. Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics. 2005;21(18):3674–6. [DOI] [PubMed] [Google Scholar]
  • 46. Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, et al. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nature biotechnology. 2010;28(5):511–5. 10.1038/nbt.1621 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47. Li R, Yu C, Li Y, Lam T-W, Yiu S-M, Kristiansen K, et al. SOAP2: an improved ultrafast tool for short read alignment. Bioinformatics. 2009;25(15):1966–7. 10.1093/bioinformatics/btp336 [DOI] [PubMed] [Google Scholar]
  • 48. Atteson K. The performance of neighbor-joining methods of phylogenetic reconstruction. Algorithmica. 1999;25(2–3):251–78. [Google Scholar]
  • 49. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2− ΔΔCT method. methods. 2001;25(4):402–8. [DOI] [PubMed] [Google Scholar]
  • 50. Berg BG, Galizia CG, Brandt R, Mustaparta H. Digital atlases of the antennal lobe in two species of tobacco budworm moths, the oriental Helicoverpa assulta (male) and the American Heliothis virescens (male and female). Journal of Comparative Neurology. 2002;446(2):123–34. [DOI] [PubMed] [Google Scholar]
  • 51. Liu S, Zhang YR, Zhou WW, Liang QM, Yuan X, Cheng J, et al. Identification and characterization of two sensory neuron membrane proteins from Cnaphalocrocis medinalis (Lepidoptera: Pyralidae). Archives of insect biochemistry and physiology. 2013;82(1):29–42. 10.1002/arch.21069 [DOI] [PubMed] [Google Scholar]
  • 52. Zhou JJ, He XL, Pickett J, Field L. Identification of odorant-binding proteins of the yellow fever mosquito Aedes aegypti: genome annotation and comparative analyses. Insect molecular biology. 2008;17(2):147–63. 10.1111/j.1365-2583.2007.00789.x [DOI] [PubMed] [Google Scholar]
  • 53. Adams MD, Celniker SE, Holt RA, Evans CA, Gocayne JD, Amanatides PG, et al. The genome sequence of Drosophila melanogaster . Science. 2000;287(5461):2185–95. [DOI] [PubMed] [Google Scholar]
  • 54. Pitts RJ, Rinker DC, Jones PL, Rokas A, Zwiebel LJ. Transcriptome profiling of chemosensory appendages in the malaria vector Anopheles gambiae reveals tissue-and sex-specific signatures of odor coding. BMC genomics. 2011;12(1):271. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55. Corcoran JA, Jordan MD, Thrimawithana AH, Crowhurst RN, Newcomb RD. The Peripheral Olfactory Repertoire of the Lightbrown Apple Moth, Epiphyas postvittana. 2015. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56. Olivier V, Monsempes C, François MC, Poivet E, Jacquin-Joly E. Candidate chemosensory ionotropic receptors in a Lepidoptera. Insect molecular biology. 2011;20(2):189–99. 10.1111/j.1365-2583.2010.01057.x [DOI] [PubMed] [Google Scholar]
  • 57. Leal WS, Zhang J, Wang B, Dong S, Cao D, Dong 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(2):e0117054 10.1371/journal.pone.0117054 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58. Forstner M, Gohl T, Breer H, Krieger J. Candidate pheromone binding proteins of the silkmoth Bombyx mori . Invertebrate Neuroscience. 2006;6(4):177–87. [DOI] [PubMed] [Google Scholar]
  • 59. Vogt RG, Riddiford LM. Pheromone binding and inactivation by moth antennae. 1981. [DOI] [PubMed] [Google Scholar]
  • 60. Xiu W-M, Dong S-L. Molecular characterization of two pheromone binding proteins and quantitative analysis of their expression in the beet armyworm, Spodoptera exigua Hübner . Journal of chemical ecology. 2007;33(5):947–61. [DOI] [PubMed] [Google Scholar]
  • 61. Siciliano P, Scolari F, Gomulski LM, Falchetto M, Manni M, Gabrieli P, et al. Sniffing out chemosensory genes from the Mediterranean fruit fly, Ceratitis capitata. 2014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62. Gong D-P, Zhang H-j, Zhao P, Lin Y, Xia Q-Y, Xiang Z-H. Identification and expression pattern of the chemosensory protein gene family in the silkworm, Bombyx mori . Insect biochemistry and molecular biology. 2007;37(3):266–77. [DOI] [PubMed] [Google Scholar]
  • 63. Matthews RW, Matthews JR. Insect behavior: Springer Science & Business Media; 2009. [Google Scholar]

Associated Data

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

Supplementary Materials

S1 Fig. The FPKM of candidate chemoreception proteins in different tissues.

(TIF)

S1 File. Amino acid sequences of C. medinalis olfactory genes.

(DOC)

S1 Table. Primers used in the quantitative real-time PCR analysis.

(DOCX)

Data Availability Statement

The clean reads of the C. medinalis transcriptome were stored in the NCBI SRA database, under the accession number of SRS839585, SRS839595, SRS839603, SRS839604, SRS839605 and SRS839606.


Articles from PLoS ONE are provided here courtesy of PLOS

RESOURCES