Next Article in Journal
Neonatal Urine Metabolic Signature Reflects Multisystemic Adaptations Linked to Preterm Birth
Previous Article in Journal
2-Azidobenzaldehyde-Enabled Construction of Quinazoline Derivatives: A Review
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Genome-Wide Identification and Expression Analyses of Odorant-Binding Proteins in Hoverfly Eupeodes corollae

1
State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
2
Xianghu Lab, Hangzhou 311258, China
3
Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Int. J. Mol. Sci. 2025, 26(18), 8956; https://doi.org/10.3390/ijms26188956
Submission received: 30 July 2025 / Revised: 9 September 2025 / Accepted: 12 September 2025 / Published: 14 September 2025
(This article belongs to the Section Molecular Biology)

Abstract

Chemosensory systems are fundamental for insects to regulate behaviors such as prey detection, oviposition, and pollination. Despite their importance, the molecular mechanisms underlying chemosensation remain poorly understood in many insect groups. Hoverflies (Syrphidae), whose larvae are efficient aphid predators and adults act as pollinators, represent a functionally important but understudied lineage. Building on the genome of Eupeodes corollae that we recently published, we selected this dominant and widespread species as a representative model and performed a genome-wide identification and analysis of odorant-binding proteins (OBPs) to provide a molecular foundation for understanding chemosensory recognition mechanisms. Accordingly, a total of 47 OBPs were identified and classified into Classic, Minus-C, and Plus-C subfamilies, with conserved motifs and structural features observed within each group. Next, phylogenetic analysis revealed that several EcorOBPs are homologous to functionally characterized OBPs in other Diptera, suggesting conserved evolutionary roles. Moreover, chromosomal mapping showed that Minus-C EcorOBPs cluster on chromosome 2, and Ka/Ks analysis indicated strong purifying selection, reflecting evolutionary stability. In addition, synteny analysis demonstrated that E. corollae shares more collinear OBP gene pairs with predatory hoverflies (Episyrphus balteatus and Scaeva pyrastri) than with the saprophagous species Eristalis tenax, consistent with ecological divergence. Finally, transcriptomic profiling revealed tissue-specific expression patterns, including antennal-biased EcorOBP1 linked to olfaction and reproductive tissue-biased EcorOBP11 linked to reproduction, highlighting candidate genes for functional studies. Together, these findings provide a comprehensive characterization of OBPs in E. corollae and offer molecular insights into chemosensory mechanisms that support both pest control and pollination services.

1. Introduction

Olfaction is one of the most important sensory modalities in insects, enabling them to locate food, identify mates, select oviposition sites, and avoid natural enemies. These behaviors are largely mediated by the detection of chemical cues from the environment, and understanding the molecular basis of insect olfaction is therefore essential for elucidating their ecological adaptations and interactions. Chemosensory proteins play central roles in this process, among which odorant-binding proteins (OBPs) are particularly important because they transport hydrophobic odor molecules through the aqueous sensillar lymph to the olfactory receptors [1,2,3].
Among chemosensory proteins, odorant-binding proteins (OBPs) play a pivotal role. OBPs are small (ca. 120–150 amino acids), water-soluble proteins with a hydrophobic pocket that transports odorant molecules to olfactory receptors [1,2,3]. They are widespread across insect orders, including Lepidoptera, Diptera, Coleoptera, and Hemiptera [4,5,6,7,8], with considerable variability in gene number among species—from fewer than ten in some parasitoids to more than one hundred in mosquitoes [7]. Advances in genome and transcriptome sequencing have greatly facilitated the identification of OBP repertoires. Based on conserved cysteine patterns, OBPs are classified into Classic, Minus-C, Plus-C, Dimer, and Atypical groups [9,10,11,12,13]. Such structural variation allows OBPs to bind diverse ligands and thereby mediate a wide spectrum of physiological and ecological functions.
In model Diptera such as Drosophila melanogaster and mosquitoes, OBPs have been functionally characterized in processes including host seeking, oviposition, and insecticide resistance [14,15,16,17,18,19,20,21,22,23]. In contrast, studies on other dipteran groups remain limited, and the molecular basis of olfaction in hoverflies (Diptera: Syrphidae) is still poorly understood. Hoverflies are of particular interest because their larvae are voracious aphid predators, while adults serve as important pollinators [24,25]. These dual ecological roles depend strongly on chemical communication, yet only fragmentary information is available on their OBP repertoires. Previous work has identified OBPs in Eupeodes corollae and Episyrphus balteatus [26,27,28,29], but the reported number of OBPs in E. corollae (28) was markedly smaller than in E. balteatus (45), raising questions about annotation completeness and highlighting the need for genome-based re-evaluation.
Building on the genome of E. corollae that we recently published, this study performed a genome-wide identification and comparative analysis of OBPs in this species. We examined their phylogenetic relationships, conserved motifs and domains, gene structures, and evolutionary patterns. We further compared collinear OBPs with other hoverfly species and analyzed their tissue-specific expression profiles using transcriptomic data. These analyses provide the first comprehensive characterization of OBPs in E. corollae, establishing a molecular foundation for future functional studies and offering new insights into the chemosensory mechanisms that underpin the ecological services of hoverflies.

2. Results

2.1. Identification of OBP Genes in E. corollae

This study used transcriptomic data from different tissues of adults E. corollae and annotated 47 OBPs, in which 25 new OBPs had never been described before. Then, we amplified the cDNA sequences of the remaining 25 OBP genes using PCR. We successfully amplified 25 OBPs, which were numbered 5, 14, 19, 21, 23, and 35–54 in the present study (Table 1). EcorOBP48 had the longest Open reading frame (ORF), which was 1209 bp. The remaining 46 OBP genes in E. corollae contained ORFs ranging from 351 bp to 759 bp. The identified 25 OBPs sequences were deposited in GenBank under accession numbers PQ284629–PQ284652, and PQ846003.
Physicochemical properties: MW, isoelectric points, and signal peptides were identified and are listed in Table 1. Sequence analysis categorized 25 EcorOBPs into three subgroups: classic, plus-C, and minus-C OBPs, based on the number and pattern of cysteines. Eighteen OBPs (EcorOBP5, 14, 19, 21, 23, 35–38, 40, 42–44, 47–48, and 52–54) have six conserved Cys residues in the classic subgroups. EcorOBP46, with eight conserved Cys, was classified as plus-C OBPs, and EcorOBP49, 50, and 51, with four conserved Cys, as minus-OBPs. The remaining three OBPs (EcorOBP39, 41, and 45) did not have the conserved six or four Cys, but, according to the conserved C2 and C5, these three OBPs were found to be classic OBPs (Table 1, Figure 1).

2.2. Motif Compositions and Gene Structure of EcorOBP Genes

A maximum likelihood tree was constructed using the amino acid sequences of 47 EcorOBPs in E. corollae. Plus-C OBPs were found to be clustered into one clade, including EcorOBP2, 3, 4, and 46. Similar motif compositions and conserved domains were observed in the four plus-C OBPs (Figure 2). Motif 5 was present in the four plus-C OBPs and absent in the other EcorOBPs except for EcorOBP45. No conserved domains were found in the four OBPs. Notably, EcorOBP45 was clustered together with the four plus-C OBPs, displaying similar conserved motif compositions and domains. Conversely, sequence alignments revealed that EcorOBP45 exhibited only four conserved cysteines, inconsistent with the signature of plus-C OBPs (eight conserved cysteines and one conserved proline).
For minus-C OBPs, seven EcorOBPs were clustered into a large clade, exhibiting similar conserved domains and intron–exon distribution. Each gene displayed 3–5 motifs. All seven minus-C OBPs displayed motifs 1 and 2. Minus-C OBPs exhibited typical PBP-GOBP subfamily structures and contained one intron (Figure 2).
The largest number of members (36/47) belonged to classic OBPs with a distinct number of conserved motifs and intron–exon distribution. Classic OBPs contained 2–6 motifs. Most OBPs (24/36) displayed motifs 4, 3, 1, and 2. EcorOBP21 and 23 contained motif 6, motifs 8 and 10 were observed in EcorOBP5 and 14, and motif 9 was seen in EcorOBP12 and 15. Most members of classic OBPs (31/36) contained one conserved domain, GOBP, according to the conserved domain analysis. The “PhBP” domain was found in EcorOBP52. EcorOBP48 and 19 share the domain “PBP-GOBP superfamily.” Intron–exon organization demonstrated that classic OBPs contained 1–5 introns (EcorOBP20), varying in size (Figure 2). Six OBPs, EcorOBP8, 9, 12, 16, 42, and 44, displayed relatively longer introns. However, the exon sizes of EcorOBPs were relatively conserved.

2.3. Evolutionary Analyses of OBP Family

Phylogenetic clustering of genes suggested their close relationships. To infer the functions of OBPs in E. corollae, we compared OBPs in E. corollae with seven important insect species by phylogenetic analysis. The phylogenetic tree clustered OBP family into several clear clades, revealing 21 homologous subgroups between E. corollae (EcorOBP1, 2–5, 9–14, 15–18, 20, 22, 28, 30–31, 38, 40–42, 44, 46, 51) and Bactrocera dorsalis or D. melanogaster (i.e., LUSH, OBP8a, OBP19a, OBP19b, OBP19c, OBP28a, OBP44a, OBP47b, OBP50e, OBP56a, OBP56g, OBP59a, OBP69a, OBP73a, OBP83a, OBP83b, OBP83ef, OBP84a, OBP99b, OBP99c, OBP99d) (Figure 3). OBPs homologs in one subgroup might evolve from a common ancestor and have close relationships.

2.4. Chromosomal Locations

Analysis of the chromosomal distribution of EcorOBP genes found that 47 EcorOBPs genes were distributed across three of four chromosomes based on the E. corollae genome assembly (Figure 4). Moreover, 31 EcorOBPs, 15 EcorOBPs, and one gene (EcorOBP9) were distributed in chromosomes 1, 2, and 3, respectively. No OBPs were found on chromosome 4. Classic OBPs were dispersed on chromosomes 1, 2, and 3. Plus-c OBPs were situated on chromosome 1, while minus-c OBPs were closely spaced apart on chromosome 2, which were clustered in the interval of 143 kb. Several OBPs clusters were also observed (Figure 4). For example, OBP22, OBP26, OBP28, OBP31, and OBP35-OBP39 were clustered in the interval of 71 kb. OBP2 and OBP3 were clustered in the interval of 154 bp. However, the OBP gene clusters showed low amino acid sequence identity, suggesting they were not a recent gene duplication event.

2.5. Evolution Analysis of OBP Orthologs

The Ka, Ks, and Ka/Ks values were calculated based on gene sequences from E. corollae and E. balteatus to explore the selection pressure on EcorOBP genes. Synteny analysis of E. corollae and E. balteatus was carried out to compare homologous OBP genes, identifying gene pairs. The Ka/Ks values of all OBP genes were less than one, ranging from 0 to 0.6, indicating that genes were subjected to purifying selection (Table 2).

2.6. Synteny Analysis of OBP Genes in E. corollae and Other Hoverfly Species

To better understand the evolution of the OBPs gene family in E. corollae, we compared the genome sequences of E. corollae with other hoverflies species, including two predatory hoverflies, Scaeva pyrastri and E. balteatus, and one saprophagous hoverfly, Eristalis tenax. The synteny analysis demonstrated that E. corollae and E. balteatus shared 31 orthologous OBP genes, E. corollae and S. pyrastri shared 25 collinear OBP genes, and E. corollae and E. tenax shared 15 OBPs (Figure 5, Table S3), indicating that there are more orthologous genes between species with close relationships. E. corollae contained 23 syntenic orthologs as compared to the two predatory hoverflies, including EcorOBP1, EcorOBP2, EcorOBP4, EcorOBP5, EcorOBP7, EcorOBP9, EcorOBP10, EcorOBP13, EcorOBP15, EcorOBP16, EcorOBP18, EcorOBP19, EcorOBP21, EcorOBP30, EcorOBP40, EcorOBP41, EcorOBP42, EcorOBP44, EcorOBP46, EcorOBP48, EcorOBP50, EcorOBP51, and EcorOBP53 (Table S3), in which 14 orthologous genes were present in E. corollae when compared to the three hoverflies.

2.7. Expression Profiles of EcorOBPs

The different expression profiles may be attributed to the distinct roles of the genes. The expression patterns of 47 EcorOBPs genes based on the FPKM values in different tissues of E. corollae adults were illustrated through a heat map (Figure 6, Table S4). Antennae serve as the primary olfactory organs in recognizing and perceiving chemical signals in the environment. Twelve EcorOBPs genes (EcorOBP1, 9, 12, 15–17, 20, 31, 37, 39, 40, and 46) exhibited higher expression levels in the antennae of adult females and males compared to the other tissues. Eight OBPs (EcorOBP1, 9, 12, 16, 17, 20, 40, and 46) were enriched explicitly in the antennae of both sexes. In insects, proboscises and legs are two important taste organs that may also contribute to gustation. The highest expression levels were displayed by the five OBPs (EcorOBP4, 23, 34, 44, and 47) in proboscises, followed by legs. EcorOBP26 and 43 were exclusively enriched in proboscises. EcorOBP7, 18, and 49 expression levels were higher in heads (without antennae or proboscises) than in the other tissues. EcorOBP10, 11, 13, 30, 21, 50, and 51 displayed higher expression in the abdomens, where the reproductive organs were located, suggesting their physiological roles beyond chemoreception. EcorOBP2 and 28 exhibited abundant expressions among the examined tissues, which might affect a variety of fundamental physiological processes.

3. Discussion

With the increasing availability of genomic data, genome-wide mining, identification, and characterization of novel genes have become more efficient, providing valuable resources for evolutionary and functional studies of OBPs. Genomic sequencing identified numerous OBP genes from more than 100 insect species [30]. The number of OBPs varies among species. For Diptera, the number of OBPs ranges from 41 to 62 in Drosophila species, exceeding 100 in several mosquitoes, such as A. aegypti (111) and Culex quinquefasciatus (109) [3,12,31]. This study performed a genome-scale identification of OBP genes (47) in E. corollae based on its reference genome, which was more than the number (28) identified by transcriptomes [26,28]. The number of OBPs was equivalent to that in hoverfly E. balteatus (44) and comparable to those in Drosophila [27].
The characteristic features of OBPs, including sequence models, conserved motifs and domains, and gene structures, were analyzed to further explore OBP genes in E. corollae. In total, 33 members of the OBP gene family displayed a typical six-cysteine pattern, referred to as classic OBPs. The remaining three OBPs (EcorOBP39, 41, and 45) also belong to classic OBPs according to the conserved C2 and C5. Moreover, 11 OBPs were classified into two subgroups: minus-C OBPs with four cysteines and plus-C OBPs with two additional cysteines. Regarding the same subfamily, motif compositions were comparable. Plus-C OBPs displayed motif 5, absent in other OBPs except for EcorOBP45. However, different classes presented different gene structures, implying their distinct evolution histories.
The evolution of OBPs in E. corollae was further examined using phylogenetic analysis, Ka/Ks calculation, and synteny relationships among different hoverfly species. Minus-C OBPs depicted a more conserved evolution than the two other classes. The members of the minus-C OBPs were clustered into one clade. Chromosome distribution found that the members were closely located on the same chromosome (Chr2), indicating close relationships of genes and their evolution from the same ancestral gene, consistent with the plus-C evolution in D. melanogaster [13]. Ka/Ks calculation demonstrated that OBP genes of E. corollae were subjected to purifying selection, consistent with prior findings in E. balteatus [27]. Collinearity relationships were analyzed to investigate gene evolution among different hoverfly species. A greater number of collinear gene pairs were identified between E. corollae and two predatory hoverflies, E. balteatus and S. pyrastri, than between E. corollae and the saprophagous hoverfly, E. tenax. The differences in the number of collinear gene pairs could be attributed to evolutionary divergence and phylogenetic relationships. We also observed that the homologous OBP gene pairs are distributed on different chromosomes among species, which might be caused by genome rearrangements, such as duplication and translocation, which are common in hoverflies and other insect species [32,33].
To a certain degree, the expression patterns of genes acquired through transcriptomic sequencing could be used to realize their functions [3,6]. OBP genes expressed in olfactory organs are involved in chemosensory functions [14,34]. OBPs in non-sensory tissues are essential in physiological processes such as oviposition, development, and insecticide [18,35,36]. This study revealed broad tissue expression patterns of OBPs in adults E. corollae. Nine OBPs that were specifically expressed in the antennae of E. corollae indicate their involvement in olfaction. Seven OBPs highly expressed in the abdomen that contains reproductive organs may be implicated in oviposition behavior [3,7]. Volatiles from flowering plants are important indicators of pollination behavior. This study found that eight EcorOBPs, which were highly expressed on taste organs (legs or mouthparts), might be involved in gustatory recognition and detection of plant nectars or pollens, like AcerOBP15 and PregOBP56a [37,38]. Tissue-specific expression of OBPs is reported per each subfamily in Manduca sexta [9]. For example, classic OBPs were more restricted to olfactory tissues such as antennae, while plus-C and minus-C OBPs were expressed on many tissues. Similarly, the findings of this study revealed that 11 out of 12 highly expressed OBPs in antennae were classic OBPs, two of seven minus-C OBPs were highly expressed in adult heads, and five minus-C OBPs in abdomens. This study provides evidence for the functional characterization of the OBP gene family.
Volatile compounds are vital chemical cues in the plant–insect–natural enemy interactions, including plant, herbivore-induced plant, and insect volatiles [39]. The perception of chemical signals is crucial for insects in mating, oviposition, and locating prey and host plants. In many aphid species, EBF is an alarm pheromone acting as a warning signal, attracting natural enemies to forage, and serving as an oviposition stimulant for E. corollae [40,41]. Reportedly, some OBPs in aphids and aphid predators could bind to EBF, such as ApisOBP3, ApisOBP7, HaxyOBP15, HvarOBP5, and MperOBP3, indicating their important role in locating prey [14,42,43,44]. There is limited data on the function of EcorOBPs except for EcorOBP15 [29]. This study offers cues for inferring the functions of other OBPs in E. corollae through phylogenetic analysis, synteny analysis, and expression patterns of OBPs in various tissues of adults. Among the homologous OBPs in E. corollae identified by phylogenetic analysis, EcorOBP12, EcorOBP15, EcorOBP17, EcorOBP20, and EcorOBP40, which were mainly expressed on the antennae of E. corollae, might be involved in pheromone and phytochemicals perception. Indeed, EcorOBP15 was confirmed in mediating attraction to EBF produced by plants and aphids [29]. In addition, antennae-rich EcorOBP1 clustered together with DmelOBP59a, which was involved in humidity sensing [45]. In addition, EcorOBP11 clustered with DmelOBP8a, which was related to oviposition [46,47]. Considering that EcorOBP11 was highly expressed in the abdomen of E. corollae, which houses reproductive organs, we speculated that EcorOBP11 might be involved in the reproductive behavior of E. corollae. However, further experimental investigations are needed to explore EcorOBPs’ functions in the prey location, pollination, and reproductive behaviors of E. corollae.

4. Materials and Methods

4.1. Transcriptomic Analysis

A TransZol UP Plus RNA Kit (TransGen Biotech, Beijing, China) was used to extract total RNA from adult E. corollae following the recommended protocols. The RNA integrity was evaluated via gel electrophoresis, and RNA purity was evaluated via a spectrophotometer (Thermo Scientific, Waltham, MA, USA). Furthermore, cDNA was synthesized from 1 μg of total RNA by a HiScript Ⅱ 1st Strand cDNA Synthesis Kit (Vazyme, Nanjing, China) and used as a template for amplifying OBP genes.
For transcriptomic sequencing, cDNA libraries were constructed using high-quality RNA from each tissue and sequenced with a PE150 strategy employing the Illumina Novaseq 6000 system at Shanghai Majorbio Biotech Corporation (Shanghai, China). TopHat2 (v2.1.1) was used to map the clean reads to the E. corollae reference genome [48,49]. Cufflinks (v2.2.1) were used to assemble mapped reads into transcripts [50]. RSEM (RNA-Seq by Expectation-Maximization) (v1.3.3) was used to normalize the expression levels of transcripts to Fragments Per Kilobases per Millionreads (FPKM) [51]. DESeq2 (v1.10.1) [52] was used to obtain differentially expressed genes with a cut-off of |log2FC| ≥ 1 and padjust < 0.05. The data of different tissues transcriptomes of E. corollae in this study are available at NCBI as BioProject PRJNA1160340. The transcriptome sequencing data have been deposited in the NCBI SRA under accession number SRS22641170-SRS22641193.

4.2. Identification and Physicochemical Properties of OBPs

A prior study identified 46 OBP genes from E. corollae genome assembly [48]. In this study, the transcriptomic data from different tissues of E. corollae adults were blasted against the reference genome to improve or refine the OBP gene family in E. corollae. Then, we manually annotated all the OBPs in E. corollae using BlastP against the NCBI non-redundant (nr) protein sequence database with e-value cutoff of 10−5 and obtained the best hit.
Jia et al. [26] identified EcorOBPs, while other candidate genes encoding EcorOBPs were verified using PCR amplification. The specific primers of open reading frame sequences of OBPs are provided in Table S1. The Super Pfx MasterMix (Cwbio, Taizhou, China) was used to carry out the PCR reaction under the following conditions: 98 °C for 3 min, 35 cycles of 98 °C for 10 s, 55 °C for 30 s, 72 °C for 30 s, and 72 °C for 10 min. The PCR products were purified, cloned into the pEasy-T3 vector (TransGen, Beijing, China), and sequenced.
The SignaIP 5.0 server (http://www.cbs.dtu.dk/services/SignalP/ (accessed on 20 August 2024)) was used to predict the putative N-terminal signal peptides and cleavage sites [53]. ExPASy ProtParam (https://web.expasy.org/protparam/ (accessed on 20 August 2024)), an online tool, was employed to compute the following parameters: molecular weights (MW) and theoretical pI. Multiple sequence alignments of OBP amino acid sequences without signal peptides were conducted using MUSCLE, which was implemented in MEGA 11.0 software. The results were edited using GeneDoc 2.7. The phylogenetic tree of E. corollae OBP genes was generated through MEGA 11.0 using the maximum likelihood approach [54]. The reliability of the tree was tested by bootstrap analysis with 1000 replications.

4.3. Gene Structure and Conserved Motif Analysis

MEME suite 5.5.6 (https://meme-suite.org/meme/tools/meme (accessed on 20 August 2024)) was employed to foretell the conserved motifs of EcorOBPs. The number of motifs was set to 10, with other parameters as default. NCBI conserved domain database (https://www.ncbi.nlm.nih.gov/Structure/bwrpsb/bwrpsb.cgi (accessed on 25 August 2024)) was searched to identify conserved structural domains. The exon–intron structure of the EcorOBP genes was acquired from its genome database. TBtools (v2.337) was used to visualize the results [55].

4.4. Evolutionary Analyses of OBP Genes

The amino acid sequences of predicted OBPs from E. corollae and two Dipteran speices (D. melanogaster and B. dorsalis) were aligned with ClustalW. Two OBPs (ApisOBP1 and ApisOBP2) from the aphid (A. pisum) were used as outgroups. Then, a maximum likelihood tree was built using MEGA 11.0 with default settings. The unrooted tree was viewed and edited using the itol tool (v7) (http://itol.embl.de (accessed on 20 June 2025)).

4.5. Chromosomal Localization and Synteny Analysis

Genome-wide gene density in E. corollae was calculated using the genome database. All OBP genes were mapped to the E. corollae reference genome using BLAST v2.3.0+ searches to illustrate their physical locations on chromosomes. Chromosomal distribution and the relative position of the OBP gene family were visualized through TBtools (v2.337) [55]. The genomic information of three hoverfly species, including S. pyrastri, E. balteatus, and E. tenax, was acquired from NCBI (Table S2) [32]. Gene synteny and collinearity between E. corollae and other hoverfly species were analyzed using MCScanX software [56]. Those homologous OBP genes between E. corollae and other species were represented in red. The mapping of comparable gene pairs was realized via TBtools (v2.337) [55].

4.6. Ka/Ks Calculation

The whole-genome synteny analysis above identified orthologous gene pairs between E. corollae and E. balteatus, two common predatory hoverflies. To explore the evolutionary dynamics of OBPs, Ka and Ks substitution rates and ratio (Ka/Ks) were calculated based on protein-coding sequences of the identified orthologous OBPs using the KaKs_Calculator 3.0 with NG model [57]. The input sequences were generated using ParaAT (v2.0) with default settings [58].

4.7. Insect Rearing and Tissue Collection

In 2015, adult E. corollae were collected from wheat fields in Langfang city, Hebei Province, China. The laboratory culture was established and reared at a 23 ± 1 °C temperature and a photoperiod consisting of 14 h of light and 10 h of darkness. Aphids on bean plantlets were fed to the larvae, and adult E. corollae were given pollen and 10% (v/v) honey–water solution. For tissue collection, adult females and males were split following eclosion.
Antennae were dissected from newly emerged adult females and males (n = 100), along with other tissues, including proboscises, heads (without antennae and proboscises), thoraxes, abdomens, legs, and wings (n = 30) of mixed sexes (male:female = 1:1), and collected for transcriptomic sequencing. Each tissue sample was subjected to three replicates. Liquid nitrogen was used to freeze the tissue samples immediately, which were then stored at –80 °C until RNA isolation. These tissue samples were prepared for subsequent transcriptome sequencing.

5. Conclusions

Genome-wide identification and refinement of OBP genes in E. corollae were conducted in this study. A total of 47 OBPs were identified and classified into three subgroups: classic, plus-C, and minus-C OBPs. OBP genes in each subgroup exhibited similar motif compositions, conserved domains, and gene structures. Chromosomal mapping and Ka/Ks analysis indicated the evolutionary stability of EcorOBPs. Synteny analysis among hoverflies revealed that EcorOBPs have undergone genetic divergence. Phylogenetic analysis revealed several homologous OBPs to those in other Diptera species, and tissue-specific expression patterns of EcorOBPs indicated their functional diversity, which provided candidate genes for functional studies. For example, EcorOBP1 might be involved in humidity sensing, and EcorOBP11 might be involved in oviposition. This study offers a solid foundation to explore the molecular mechanisms and potential functions of OBPs in the prey location and pollination of E. corollae, aiding in the pest control of natural enemies and plant biodiversity conservation.

Supplementary Materials

The supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms26188956/s1.

Author Contributions

All the authors contributed to research design and manuscript preparation. Conceptualization, H.Y., H.J., and K.W.; Methodology, H.Y., X.Z., and C.W.; Software, H.Y. and C.W.; Validation, H.Y., H.J., and K.W.; Formal Analysis, H.Y., H.J., and K.W.; Investigation, H.Y. and H.J.; Resources, H.Y. and H.L.; Data Curation, H.Y. and C.W.; Writing—Original Draft Preparation, H.Y.; Writing—Review and Editing, H.Y., H.J., and K.W.; Visualization, H.Y.; Supervision, H.Y. and K.W.; Project Administration, H.Y., H.J., and K.W.; Funding Acquisition, K.W. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Modern Agricultural Industry Technology System Construction Fund of China (CARS-02), the Science and Technology Innovation Program of the Chinese Academy of Agricultural Sciences, and the Postdoctoral Fellowship Program (Grade C) of China Postdoctoral Science Foundation (Grant No. GZC20241954).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data is provided within the manuscript or supplementary information files. The data of different tissues transcriptomes of E. corollae in this study are available at the website (https://www.ncbi.nlm.nih.gov/bioproject/PRJNA1160340, accessed on 13 September 2024).

Acknowledgments

We thank Yu Gao for help in collecting insect samples.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Brito, N.F.; Oliveira, D.S.; Santos, T.C.; Moreira, M.F.; Melo, A.C.A. Current and potential biotechnological applications of odorant-binding proteins. Appl. Microbiol. Biotechnol. 2020, 104, 8631–8648. [Google Scholar] [CrossRef]
  2. de Bruyne, M.; Foster, K.; Carlson, J.R. Odor coding in the Drosophila antenna. Neuron 2001, 30, 537–552. [Google Scholar] [CrossRef]
  3. Pelosi, P.; Iovinella, I.; Zhu, J.; Wang, G.; Dani, F.R. Beyond chemoreception: Diverse tasks of soluble olfactory proteins in insects. Biol. Rev. Camb. Philos. Soc. 2018, 93, 184–200. [Google Scholar] [CrossRef]
  4. Hansson, B.S.; Stensmyr, M.C. Evolution of insect olfaction. Neuron 2011, 72, 698–711. [Google Scholar] [CrossRef]
  5. Larter, N.K.; Sun, J.S.; Carlson, J.R. Organization and function of Drosophila odorant binding proteins. eLife 2016, 5, e20242. [Google Scholar] [CrossRef]
  6. Leal, W.S. Odorant reception in insects: Roles of receptors, binding proteins, and degrading enzymes. Annu. Rev. Entomol. 2013, 58, 373–391. [Google Scholar] [CrossRef] [PubMed]
  7. Pelosi, P.; Iovinella, I.; Felicioli, A.; Dani, F.R. Soluble proteins of chemical communication: An overview across arthropods. Front. Physiol. 2014, 5, 320. [Google Scholar] [CrossRef] [PubMed]
  8. Zhou, J.J. Odorant-binding proteins in insects. Vitam. Horm. 2010, 83, 241–272. [Google Scholar]
  9. Vogt, R.G.; Große-Wilde, E.; Zhou, J.J. The Lepidoptera odorant binding protein gene family: Gene gain and loss within the GOBP/PBP complex of moths and butterflies. Insect Biochem. Mol. Biol. 2015, 62, 142–153. [Google Scholar] [CrossRef] [PubMed]
  10. Gouda, M.N.R.; Naga, K.C.; Nebapure, S.M.; Subramanian, S. Unravelling the genomic landscape reveals the presence of six novel odorant-binding proteins in whitefly Bemisia tabaci Asia II-1. Int. J. Biol. Macromol. 2024, 279 Pt 1, 135140. [Google Scholar] [CrossRef]
  11. Pelosi, P.; Zhou, J.J.; Ban, L.P.; Calvello, M. Soluble proteins in insect chemical communication. Cell. Mol. Life Sci. 2006, 63, 1658–1676. [Google Scholar] [CrossRef]
  12. Rihani, K.; Ferveur, J.F.; Briand, L. The 40-year mystery of insect odorant-binding proteins. Biomolecules 2021, 11, 509. [Google Scholar] [CrossRef]
  13. Zhou, J.J.; Huang, W.; Zhang, G.A.; Pickett, J.A.; Field, L.M. “Plus-C” odorant-binding protein genes in two Drosophila species and the malaria mosquito Anopheles gambiae. Gene 2004, 327, 117–129. [Google Scholar] [CrossRef] [PubMed]
  14. Tang, H.; Xie, J.; Liu, J.; Khashaveh, A.; Liu, X.; Yi, C.; Zhao, D.; He, L.; Sun, Y.; Zhang, Y. Odorant-binding protein HvarOBP5 in ladybird Hippodamia variegata regulates the perception of semiochemicals from preys and habitat plants. J. Agric. Food Chem. 2023, 71, 1067–1076. [Google Scholar] [CrossRef]
  15. Vogt, R.G.; Riddiford, L.M. Pheromone binding and inactivation by moth antennae. Nature 1981, 293, 161–163. [Google Scholar] [CrossRef]
  16. Yin, N.N.; Yang, A.J.; Wu, C.; Xiao, H.Y.; Guo, Y.R.; Liu, N.Y. Genome-wide analysis of odorant-binding proteins in Papilio xuthus with focus on the perception of two PxutGOBPs to host odorants and insecticides. J. Agric. Food Chem. 2022, 70, 10747–10761. [Google Scholar] [CrossRef] [PubMed]
  17. Zhu, J.; Arena, S.; Spinelli, S.; Liu, D.; Zhang, G.; Wei, R.; Cambillau, C.; Scaloni, A.; Wang, G.; Pelosi, P. Reverse chemical ecology: Olfactory proteins from the giant panda and their interactions with putative pheromones and bamboo volatiles. Proc. Natl. Acad. Sci. USA 2017, 114, E9802–E9810. [Google Scholar] [CrossRef]
  18. Dong, S.; Ye, Z.; Tikhe, C.V.; Tu, Z.J.; Zwiebel, L.J.; Dimopoulos, G. Pleiotropic odorant-binding proteins promote Aedes aegypti reproduction and flavivirus transmission. mBio 2021, 12, e0253121. [Google Scholar] [CrossRef] [PubMed]
  19. Li, R.; Shan, S.; Song, X.; Khashaveh, A.; Wang, S.; Yin, Z.; Lu, Z.; Dhiloo, K.H.; Zhang, Y. Plant volatile ligands for male-biased MmedOBP14 stimulate orientation behavior of the parasitoid wasp Microplitis mediator. Int. J. Biol. Macromol. 2022, 223 Pt A, 1521–1529. [Google Scholar] [CrossRef]
  20. Sun, Z.; Wang, R.; Du, Y.; Gao, B.; Gui, F.; Lu, K. Olfactory perception of herbicide butachlor by GOBP2 elicits ecdysone biosynthesis and detoxification enzyme responsible for chlorpyrifos tolerance in Spodoptera litura. Environ. Pollut. 2021, 285, 117409. [Google Scholar] [CrossRef]
  21. Wang, S.; Minter, M.; Homem, R.A.; Michaelson, L.V.; Venthur, H.; Lim, K.S.; Withers, A.; Xi, J.; Jones, C.M.; Zhou, J.J. Odorant binding proteins promote flight activity in the migratory insect, Helicoverpa armigera. Mol. Ecol. 2020, 29, 3795–3808. [Google Scholar] [CrossRef]
  22. Zhang, J.; Mao, K.; Ren, Z.; Jin, R.; Zhang, Y.; Cai, T.; He, S.; Li, J.; Wan, H. Odorant binding protein 3 is associated with nitenpyram and sulfoxaflor resistance in Nilaparvata lugens. Int. J. Biol. Macromol. 2022, 209 Pt A, 1352–1358. [Google Scholar] [CrossRef] [PubMed]
  23. Zhang, Y.N.; Zhang, X.C.; Zhu, R.; Yao, W.C.; Xu, J.W.; Wang, M.; Ren, J.Y.; Xu, C.Z.; Huang, Z.R.; Zhang, X.W.; et al. Computational and experimental approaches to decipher the binding mechanism of general odorant-binding protein 2 from Athetis lepigone to chlorpyrifos and phoxim. J. Agric. Food Chem. 2021, 69, 88–100. [Google Scholar] [CrossRef]
  24. Dunn, L.; Lequerica, M.; Reid, C.R.; Latty, T. Dual ecosystem services of syrphid flies (Diptera: Syrphidae): Pollinators and biological control agents. Pest Manag. Sci. 2020, 76, 1973–1979. [Google Scholar] [CrossRef]
  25. Wotton, K.R.; Gao, B.; Menz, M.H.M.; Morris, R.K.A.; Ball, S.G.; Lim, K.S.; Reynolds, D.R.; Hu, G.; Chapman, J.W. Mass seasonal migrations of hoverflies provide extensive pollination and crop protection services. Curr. Biol. 2019, 29, 2167–2173.e5. [Google Scholar] [CrossRef] [PubMed]
  26. Jia, H.R.; Sun, Y.F.; Luo, S.P.; Wu, K.M. Characterization of antennal chemosensilla and associated odorant binding as well as chemosensory proteins in the Eupeodes corollae (Diptera: Syrphidae). J. Insect Physiol. 2019, 113, 49–58. [Google Scholar] [CrossRef]
  27. Jia, H.R.; Niu, L.L.; Sun, Y.F.; Liu, Y.Q.; Wu, K.M. Odorant binding proteins and chemosensory proteins in Episyrphus balteatus (Diptera: Syrphidae): Molecular cloning, expression profiling, and gene evolution. J. Insect Sci. 2020, 20, 15. [Google Scholar] [CrossRef]
  28. Wang, B.; Liu, Y.; Wang, G.R. Chemosensory genes in the antennal transcriptome of two syrphid species, Episyrphus balteatus and Eupeodes corollae (Diptera: Syrphidae). BMC Genom. 2017, 18, 586. [Google Scholar] [CrossRef]
  29. Wang, B.; Dong, W.; Li, H.; D’Onofrio, C.; Bai, P.; Chen, R.; Yang, L.; Wu, J.; Wang, X.; Wang, B.; et al. Molecular basis of (E)-β-farnesene-mediated aphid location in the predator Eupeodes corollae. Curr. Biol. 2022, 32, 951–962.e7. [Google Scholar] [CrossRef] [PubMed]
  30. Shukla, S.; Nakano-Baker, O.; Godin, D.; MacKenzie, D.; Sarikaya, M. iOBPdb A database for experimentally determined functional characterization of insect odorant binding proteins. Sci. Data 2023, 10, 295. [Google Scholar] [CrossRef] [PubMed]
  31. Hekmat-Scafe, D.S.; Scafe, C.R.; McKinney, A.J.; Tanouye, M.A. Genome-wide analysis of the odorant-binding protein gene family in Drosophila melanogaster. Genome Res. 2002, 12, 1357–1369. [Google Scholar] [CrossRef]
  32. Ji, J.; Gao, Y.; Xu, C.; Zhang, K.; Li, D.; Li, B.; Chen, L.; Gao, M.; Huangfu, N.; Elumalai, P.; et al. Chromosome-level genome assembly of marmalade hoverfly Episyrphus balteatus (Diptera: Syrphidae). Sci. Data 2024, 11, 844. [Google Scholar] [CrossRef] [PubMed]
  33. Zhu, X.; Yang, Y.; Li, Q.; Li, J.; Du, L.; Zhou, Y.; Jin, H.; Song, L.; Chen, Q.; Ren, B. An expanded odorant-binding protein mediates host cue detection in the parasitic wasp Baryscapus dioryctriae basis of the chromosome-level genome assembly analysis. BMC Biol. 2024, 22, 196. [Google Scholar] [CrossRef]
  34. Liu, H.; Duan, H.; Wang, Q.; Xiao, Y.; Wang, Q.; Xiao, Q.; Sun, L.; Zhang, Y. Key amino residues determining binding activities of the odorant binding protein AlucOBP22 to two host plant terpenoids of Apolygus lucorum. J. Agric. Food Chem. 2019, 67, 5949–5956. [Google Scholar] [CrossRef]
  35. Qiu, Y.L.; Wu, F.; Zhang, L.; Jiang, H.Q.; Chen, J.T.; Pan, Y.J.; Li, H.L. A sublethal dose of neonicotinoid imidacloprid precisely sensed and detoxified by a C-minus odorant-binding protein 17 highly expressed in the legs of Apis cerana. Sci. Total Environ. 2023, 885, 163762. [Google Scholar] [CrossRef] [PubMed]
  36. Xiao, H.Y.; Li, G.C.; Wang, Z.Q.; Guo, Y.R.; Liu, N.Y. Combined transcriptomic, proteomic and genomic analysis identifies reproductive-related proteins and potential modulators of female behaviors in Spodoptera litura. Genomics 2021, 113, 1876–1894. [Google Scholar] [CrossRef] [PubMed]
  37. Du, Y.; Xu, K.; Ma, W.; Su, W.; Tai, M.; Zhao, H.; Jiang, Y.; Li, X. Contact chemosensory genes identified in leg transcriptome of Apis cerana cerana (Hymenoptera: Apidae). J. Econ. Entomol. 2019, 112, 2015–2029. [Google Scholar] [CrossRef]
  38. Ishida, Y.; Ishibashi, J.; Leal, W.S. Fatty acid solubilizer from the oral disk of the blowfly. PLoS ONE 2013, 8, e51779. [Google Scholar] [CrossRef]
  39. Frerot, B.; Leppik, E.; Groot, A.T.; Unbehend, M.; Holopainen, J.K. Chemical signatures in plant: Insect interactions. Adv. Bot. Res. 2016, 81, 139–177. [Google Scholar]
  40. Basu, S.; Clark, R.E.; Fu, Z.; Lee, B.W.; Crowder, D.W. Insect alarm pheromones in response to predators: Ecological trade-offs and molecular mechanisms. Insect Biochem. Mol. Biol. 2021, 128, 103514. [Google Scholar] [CrossRef]
  41. Sun, C.X.; Li, Z.X. Biosynthesis of aphid alarm pheromone is modulated in response to starvation stress under regulation by the insulin, glycolysis and isoprenoid pathways. J. Insect Physiol. 2021, 128, 104174. [Google Scholar] [CrossRef] [PubMed]
  42. Sun, Y.F.; De Biasio, F.; Qiao, H.L.; Iovinella, I.; Yang, S.X.; Ling, Y.; Riviello, L.; Battaglia, D.; Falabella, P.; Yang, X.L.; et al. Two odorant-binding proteins mediate the behavioural response of aphids to the alarm pheromone (E)-ß-farnesene and structural analogues. PLoS ONE 2012, 7, e32759. [Google Scholar] [CrossRef] [PubMed]
  43. Qu, C.; Yang, Z.K.; Wang, S.; Zhao, H.P.; Li, F.Q.; Yang, X.L.; Luo, C. Binding affinity characterization of four antennae-enriched odorant-binding proteins from Harmonia axyridis (Coleoptera: Coccinellidae). Front. Physiol. 2022, 13, 829766. [Google Scholar] [CrossRef]
  44. Wang, Q.; Liu, J.T.; Zhang, Y.J.; Chen, J.L.; Li, X.C.; Liang, P.; Gao, X.W.; Zhou, J.J.; Gu, S.H. Coordinative mediation of the response to alarm pheromones by three odorant binding proteins in the green peach aphid Myzus persicae. Insect Biochem. Mol. Biol. 2021, 130, 103528. [Google Scholar] [CrossRef]
  45. Sun, J.S.; Larter, N.K.; Chahda, J.S.; Rioux, D.; Gumaste, A.; Carlson, J.R. Humidity response depends on the small soluble protein Obp59a in Drosophila. eLife 2018, 7, e39249. [Google Scholar] [CrossRef]
  46. Arya, G.H.; Weber, A.L.; Wang, P.; Magwire, M.M.; Negron, Y.L.; Mackay, T.F.; Anholt, R.R. Natural variation, functional pleiotropy and transcriptional contexts of odorant binding protein genes in Drosophila melanogaster. Genetics 2010, 186, 1475–1485. [Google Scholar] [CrossRef]
  47. Brown, N.C.; Gordon, B.; McDonough-Goldstein, C.E.; Misra, S.; Findlay, G.D.; Clark, A.G.; Wolfner, M.F. The seminal odorant binding protein Obp56g is required for mating plug formation and male fertility in Drosophila melanogaster. eLife 2023, 12, e86409. [Google Scholar] [CrossRef] [PubMed]
  48. Yuan, H.; Gao, B.; Wu, C.; Zhang, L.; Li, H.; Xiao, Y.; Wu, K. Genome of the hoverfly Eupeodes corollae provides insights into the evolution of predation and pollination in insects. BMC Biol. 2022, 20, 157. [Google Scholar] [CrossRef]
  49. Kim, D.; Pertea, G.; Trapnell, C.; Pimentel, H.; Kelley, R.; Salzberg, S.L. TopHat2: Accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions. Genome Biol. 2013, 14, R36. [Google Scholar] [CrossRef]
  50. Trapnell, C.; Williams, B.A.; Pertea, G.; Mortazavi, A.; Kwan, G.; van Baren, M.J.; Salzberg, S.L.; Wold, B.J.; Pachter, L. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat. Biotechnol. 2010, 28, 511–515. [Google Scholar] [CrossRef]
  51. Li, B.; Dewey, C.N. RSEM: Accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinform. 2011, 12, 323. [Google Scholar] [CrossRef]
  52. Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef] [PubMed]
  53. Petersen, T.N.; Brunak, S.; von Heijne, G.; Nielsen, H. SignalP 4.0: Discriminating signal peptides from transmembrane regions. Nat. Methods 2011, 8, 785–786. [Google Scholar] [CrossRef]
  54. Tamura, K.; Stecher, G.; Kumar, S. MEGA11: Molecular evolutionary genetics analysis Version 11. Mol. Biol. Evol. 2021, 38, 3022–3027. [Google Scholar] [CrossRef]
  55. Chen, C.; Chen, H.; Zhang, Y.; Thomas, H.R.; Frank, M.H.; He, Y.; Xia, R. TBtools: An integrative toolkit developed for interactive analyses of big biological data. Mol. Plant 2020, 13, 1194–1202. [Google Scholar] [CrossRef]
  56. Wang, Y.; Tang, H.; Debarry, J.D.; Tan, X.; Li, J.; Wang, X.; Lee, T.H.; Jin, H.; Marler, B.; Guo, H.; et al. MCScanX: A toolkit for detection and evolutionary analysis of gene synteny and collinearity. Nucleic Acids Res. 2012, 40, e49. [Google Scholar] [CrossRef] [PubMed]
  57. Zhang, Z.; Li, J.; Zhao, X.Q.; Wang, J.; Wong, G.K.; Yu, J. KaKs_Calculator: Calculating Ka and Ks through model selection and model averaging. Genom. Proteom. Bioinform. 2006, 4, 259–263. [Google Scholar] [CrossRef] [PubMed]
  58. Zhang, Z.; Xiao, J.; Wu, J.; Zhang, H.; Liu, G.; Wang, X.; Dai, L. ParaAT: A parallel tool for constructing multiple protein-coding DNA alignments. Biochem. Biophys. Res. Commun. 2012, 419, 779–781. [Google Scholar] [CrossRef]
Figure 1. Alignment of full-length amino acid sequences of OBPs in E. corollae. The conserved Cys residues (C1–C6) are indicated in green color. (A) Alignment of classic and minus-C EcorOBPs. (B) Plus-C EcorOBPs.
Figure 1. Alignment of full-length amino acid sequences of OBPs in E. corollae. The conserved Cys residues (C1–C6) are indicated in green color. (A) Alignment of classic and minus-C EcorOBPs. (B) Plus-C EcorOBPs.
Ijms 26 08956 g001
Figure 2. Phylogenetic tree, motif, conserved domain, and gene structure of the EcorOBP family in E. corollae. The phylogenetic tree of the OBP proteins was constructed using the maximum likelihood (ML) method by MEGA11 with 1000 bootstrap replicates. The yellow background represents minus-C OBPs, and the purple background represents plus-C OBPs.
Figure 2. Phylogenetic tree, motif, conserved domain, and gene structure of the EcorOBP family in E. corollae. The phylogenetic tree of the OBP proteins was constructed using the maximum likelihood (ML) method by MEGA11 with 1000 bootstrap replicates. The yellow background represents minus-C OBPs, and the purple background represents plus-C OBPs.
Ijms 26 08956 g002
Figure 3. Maximum likelihood tree of putative OBPs in E. corollae with other insect species. Ecor: E. corollae; Dmel: D. melanogaster; Bdor: B. dorsalis; Apis: Acyrthosiphon pisum.
Figure 3. Maximum likelihood tree of putative OBPs in E. corollae with other insect species. Ecor: E. corollae; Dmel: D. melanogaster; Bdor: B. dorsalis; Apis: Acyrthosiphon pisum.
Ijms 26 08956 g003
Figure 4. The genomic positions of EcorOBPs genes. OBPs in red indicate plus-C OBPs. OBPs in blue indicate minus-C OBPs, and black represents classic OBPs.
Figure 4. The genomic positions of EcorOBPs genes. OBPs in red indicate plus-C OBPs. OBPs in blue indicate minus-C OBPs, and black represents classic OBPs.
Ijms 26 08956 g004
Figure 5. Collinearity analysis of OBP proteins in E. corollae among species. The species include S. pyrastri, E. balteatus, and E. tenax. The gray line indicates the collinear block between hoverfly genomes, and the red line indicates the homologous OBP gene pairs.
Figure 5. Collinearity analysis of OBP proteins in E. corollae among species. The species include S. pyrastri, E. balteatus, and E. tenax. The gray line indicates the collinear block between hoverfly genomes, and the red line indicates the homologous OBP gene pairs.
Ijms 26 08956 g005
Figure 6. Expression heatmap of EcorOBPs in different tissues of adults in E. corollae. FAn, female antennae; MAn, male antennae; Head, heads without antennae or proboscises. Blue color indicates down-regulated expression of genes. Red color indicates up-regulated expression of genes; the hotter (redder) the color, the higher the gene expression level.
Figure 6. Expression heatmap of EcorOBPs in different tissues of adults in E. corollae. FAn, female antennae; MAn, male antennae; Head, heads without antennae or proboscises. Blue color indicates down-regulated expression of genes. Red color indicates up-regulated expression of genes; the hotter (redder) the color, the higher the gene expression level.
Ijms 26 08956 g006
Table 1. List of 47 OBPs identified in E. corollae in this study.
Table 1. List of 47 OBPs identified in E. corollae in this study.
Accession NumberORF (bp)SP (aa)MM (kDa)pIClassBest Blastp Hit
Gene AnnotationE-ValueIdentity %
EcorOBP1MT5853163511–1914.027.66ClassicEcorOBP10.099.63
EcorOBP2MT5853177591–1828.947.86Plus-CEcorOBP20.096.83
EcorOBP3MT585318570––21.146.6Plus-CEcorOBP36 × 10−13198.19
EcorOBP4MT5853196121–2322.616.23Plus-CEcorOBP46 × 10−14899.51
EcorOBP5  nPQ2846294681–1917.188.45Classicuncharacterized protein LOC129943204 [Eupeodes corollae]1 × 10−10697.42
EcorOBP7MT5853214681–1618.445.59Minus-CEcorOBP72 × 10−10898.71
EcorOBP8MT5853224561–1917.465.73ClassicEcorOBP86 × 10−9292.31
EcorOBP9MT5853234501–1816.534.88ClassicEcorOBP93 × 10−10499.33
EcorOBP10MT5853244471–1616.946.09Minus-CEcorOBP108 × 10−105100
EcorOBP11MT5853254441–1816.405.07Minus-CEcorOBP117 × 10−102100
EcorOBP12MT5853264411–2016.495.52ClassicEcorOBP127 × 10−104100
EcorOBP13MT5853274411–1616.616.32Minus-CEcorOBP133 × 10−101100
EcorOBP14  nPQ2846303991–1914.695.67Classicgeneral odorant-binding protein 57c [Eupeodes corollae]1 × 10−91100
EcorOBP15MT5853284381–2116.785.44ClassicEcorOBP152 × 10−10299.31
EcorOBP16MT5853294381–2316.287.5ClassicEcorOBP163 × 10−9997.93
EcorOBP17MT5853304321–2415.405.2ClassicEcorOBP173 × 10−97100
EcorOBP18MT5853314291–1816.669.11ClassicEcorOBP186 × 10−98100
EcorOBP19  nPQ2846513991–2115.214.71Classicuncharacterized protein LOC129919207 [Episyrphus balteatus]7 × 10−4858.02
EcorOBP20MT5853324111–2115.805.13ClassicEcorOBP201 × 10−9699.28
EcorOBP21  nPQ2846314051–2014.874.04Classicgeneral odorant-binding protein 56h-like [Eupeodes corollae]2 × 10−8999.25
EcorOBP22MT5853334111–2015.375.53ClassicEcorOBP222 × 10−93100
EcorOBP23  nPQ2846324081–2015.134.14Classicuncharacterized protein LOC129939419 [Eupeodes corollae]8 × 10−91100
EcorOBP26MT5853364051–1915.125.54ClassicEcorOBP269 × 10−8694.78
EcorOBP28MT5853383991–1814.715.83ClassicEcorOBP285 × 10−8999.24
EcorOBP30MT5853403931–2014.635.12ClassicEcorOBP301 × 10−8698.46
EcorOBP31MT5853413931–1814.795.96ClassicEcorOBP311 × 10−8999.23
EcorOBP34MT5853443901–1814.594.51ClassicEcorOBP342 × 10−8699.22
EcorOBP35  nPQ2846334141–2115.978.12Classicgeneral odorant-binding protein 56a-like [Eupeodes corollae]3 × 10−3944.85
EcorOBP36  nPQ2846344411–2316.894.98Classicuncharacterized protein LOC129940025 [Eupeodes corollae]8 × 10−9696.58
EcorOBP37  nPQ2846354321–2516.465.13Classicuncharacterized protein LOC129939358 [Eupeodes corollae]7 × 10−9799.30
EcorOBP38  nPQ2846364411–1916.504.65Classicuncharacterized protein LOC129940488 [Eupeodes corollae]3 × 10−101100
EcorOBP39  nPQ2846374291–2216.765.03Classicuncharacterized protein LOC129938798 [Eupeodes corollae]1 × 10−9097.18
EcorOBP40  nPQ2846383665′missing13.718.18Classicgeneral odorant-binding protein lush [Eupeodes corollae]4 × 10−84100
EcorOBP41  nPQ2846395581–2021.057.59Classicuncharacterized protein LOC129946411 [Eupeodes corollae]8 × 10−12897.30
EcorOBP42  nPQ2846406601–1925.275.91Classicgeneral odorant-binding protein 70 [Eupeodes corollae]1 × 10−162100
EcorOBP43  nPQ2846413841–1914.684.91Classicgeneral odorant-binding protein 56d-like [Eupeodes corollae]3 × 10−8798.43
EcorOBP44  nPQ2846424381–2016.404.55Classicuncharacterized protein LOC129939463 [Eupeodes corollae]3 × 10−102100
EcorOBP45  nPQ284652561––21.079.34Classicuncharacterized protein LOC129952676 [Eupeodes corollae]4 × 10−13398.39
EcorOBP46  nPQ2846436031–2922.476.70Plus-Cuncharacterized protein LOC129952205 [Eupeodes corollae]2 × 10−14799.50
EcorOBP47  nPQ2846444651–2017.844.45Classicuncharacterized protein LOC129939928 [Eupeodes corollae]5 × 10−10697.40
EcorOBP48  nPQ8460031209––45.967.47Classicuncharacterized protein LOC129942694 [Eupeodes corollae]0.098.76
EcorOBP49  nPQ2846453991–1915.945.62Minus-CEcorOBP61 × 10−8088.64
EcorOBP50  nPQ2846464291–1516.616.38Minus-Cgeneral odorant-binding protein 99a-like [Eupeodes corollae]4 × 10−9599.30
EcorOBP51  nPQ2846474291–1916.214.65Minus-Cuncharacterized protein LOC129942711 [Eupeodes corollae]7 × 10−9697.18
EcorOBP52  nPQ2846485041–1919.255.18Classicgeneral odorant-binding protein 99a-like [Eupeodes corollae]5 × 10−11697.61
EcorOBP53  nPQ2846494471–2216.765.22Classicuncharacterized protein LOC129940557 [Eupeodes corollae]9 × 10−10299.32
EcorOBP54  nPQ2846504111–1915.635.01Classicuncharacterized protein LOC129941715 [Eupeodes corollae]1 × 10−9399.26
n OBPs were newly identified and successfully amplified in this study.
Table 2. Ka, Ks, and Ka/Ks values of orthologous OBP genes from E. corollae and E. balteatus.
Table 2. Ka, Ks, and Ka/Ks values of orthologous OBP genes from E. corollae and E. balteatus.
Gene Pair ComparedKaKsPairwise Ka/Ks
EcorOBP1-EbalOBP20.101311.059180.09565
EcorOBP2-EbalOBP10.242401.192530.20327
EcorOBP4-EbalOBP30.236830.957300.24740
EcorOBP7-EbalOBP180.347411.070760.32445
EcorOBP8-EbalOBP260.615461.445000.42592
EcorOBP9-EbalOBP130.095680.682990.14009
EcorOBP10-EbalOBP120.202240.708340.28552
EcorOBP11-EbalOBP140.293200.804860.36429
EcorOBP12-EbalOBP200.008770.264380.03320
EcorOBP13-EbalOBP210.212471.113370.19083
EcorOBP15-EbalOBP230.029580.290250.10191
EcorOBP16-EbalOBP220.032741.464900.02235
EcorOBP17-EbalOBP240.197240.903570.21829
EcorOBP18-EbalOBP250.031520.627740.05021
EcorOBP20-EbalOBP310.062630.903990.06928
EcorOBP23-EbalOBP320.310540.705580.44013
EcorOBP37-EbalOBP290.267581.122270.23843
EcorOBP40-EbalOBP170.094511.085600.08705
EcorOBP44-EbalOBP190.193490.950050.20366
EcorOBP46-EbalOBP40.127870.862760.14822
EcorOBP48-EbalOBP260.895902.201380.40697
EcorOBP49-EbalOBP80.344130.852560.40364
EcorOBP52-EbalOBP450.660461.062550.62157
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Yuan, H.; Jia, H.; Zhou, X.; Li, H.; Wu, C.; Wu, K. Genome-Wide Identification and Expression Analyses of Odorant-Binding Proteins in Hoverfly Eupeodes corollae. Int. J. Mol. Sci. 2025, 26, 8956. https://doi.org/10.3390/ijms26188956

AMA Style

Yuan H, Jia H, Zhou X, Li H, Wu C, Wu K. Genome-Wide Identification and Expression Analyses of Odorant-Binding Proteins in Hoverfly Eupeodes corollae. International Journal of Molecular Sciences. 2025; 26(18):8956. https://doi.org/10.3390/ijms26188956

Chicago/Turabian Style

Yuan, He, Huiru Jia, Xianyong Zhou, Hui Li, Chao Wu, and Kongming Wu. 2025. "Genome-Wide Identification and Expression Analyses of Odorant-Binding Proteins in Hoverfly Eupeodes corollae" International Journal of Molecular Sciences 26, no. 18: 8956. https://doi.org/10.3390/ijms26188956

APA Style

Yuan, H., Jia, H., Zhou, X., Li, H., Wu, C., & Wu, K. (2025). Genome-Wide Identification and Expression Analyses of Odorant-Binding Proteins in Hoverfly Eupeodes corollae. International Journal of Molecular Sciences, 26(18), 8956. https://doi.org/10.3390/ijms26188956

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop