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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1241324</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2023.1241324</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Antennal transcriptome analysis of odorant-binding proteins and characterization of GOBP2 in the variegated cutworm <italic>Peridroma saucia</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Dong et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2023.1241324">10.3389/fphys.2023.1241324</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Dong</surname>
<given-names>Jun-Feng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/258756/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Ke</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Ya-Lan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tian</surname>
<given-names>Cai-Hong</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2115602/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Shao-Li</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/447066/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Horticulture and Plant Protection</institution>, <institution>Henan University of Science and Technology</institution>, <addr-line>Luoyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Laboratory of Vegetable Biobreeding</institution>, <institution>Institute of Vegetables and Flowers</institution>, <institution>Chinese Academy of Agricultural Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Institute of Plant Protection</institution>, <institution>Henan Academy of Agricultural Sciences</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/487134/overview">Youssef Dewer</ext-link>, Agricultural Research Center, Egypt</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/497373/overview">Qing-Bo Tang</ext-link>, Henan Agricultural University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/525885/overview">Ke Yang</ext-link>, Chinese Academy of Sciences, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shao-Li Wang, <email>wangshaoli@caas.cn</email>; Cai-Hong Tian, <email>caihongtian@hnagri.org.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1241324</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Dong, Wang, Sun, Tian and Wang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Dong, Wang, Sun, Tian and Wang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Odorant-binding proteins (OBPs) are expressed at extremely high concentrations in the chemo-sensilla lymph of insects and have long been thought to be crucial for delivering the semiochemicals to the odorant receptors. They are represented by multiple classes: general odorant-binding proteins (GOBP1 and GOBP2) and pheromone-binding proteins. In the current study, we identified a total of 35 OBPs in the antennal transcriptome of <italic>Peridroma saucia</italic>, a worldwide pest that causes serious damage to various crops. A gene expression value (TPM, transcripts per million) analysis revealed that seven OBPs (PsauPBP1/2/3, PsauGOBP1/2, PsauOBP6, and PsauOBP8) were highly abundant in the antennae. Next, we focused on the expression and functional characterization of PsauGOBP2. Real-time quantitative-PCR analysis demonstrated that <italic>PsauGOBP2</italic> was predominantly expressed in the antennae of both sexes. Fluorescence binding assays showed that the recombinant PsauGOBP2 strongly binds to the female sex pheromone components <italic>Z</italic>11-16: Ac (K<sub>i</sub> &#x3d; 4.2&#xa0;&#x3bc;M) and <italic>Z</italic>9-14: Ac (K<sub>i</sub> &#x3d; 4.9&#xa0;&#x3bc;M) and binds moderately (6&#xa0;&#xb5;M &#x2264; K<sub>i</sub> &#x2264; 13&#xa0;&#xb5;M) to the host plant volatiles phenylethyl acetate, &#x3b2;-myrcene, and dodecanol. Further 3D structural modeling and molecular docking revealed that several crucial amino acid residues are involved in ligand binding. The results not only increase our understanding of the olfactory system of <italic>P</italic>. <italic>saucia</italic> but also provide insights into the function of PsauGOBP2 that has implications for developing sustainable approaches for <italic>P</italic>. <italic>saucia</italic> management.</p>
</abstract>
<kwd-group>
<kwd>antennal transcriptome</kwd>
<kwd>tissue expression</kwd>
<kwd>general odorant-binding protein</kwd>
<kwd>fluorescence binding assay</kwd>
<kwd>molecular docking</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Invertebrate Physiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Insects depend on olfaction system to locate oviposition sites, food sources, and mate partners, and to avoid natural enemies (<xref ref-type="bibr" rid="B27">Leal, 2013</xref>). The antennae are primary olfactory organs (<xref ref-type="bibr" rid="B39">Pelosi et al., 2006</xref>). Insect olfaction is orchestrated by the cooperation of multiple chemosensory proteins, mainly including chemosensory proteins (CSPs) (<xref ref-type="bibr" rid="B37">Pelosi et al., 2018</xref>; <xref ref-type="bibr" rid="B28">Li et al., 2021</xref>), odorant-binding proteins (OBPs) (<xref ref-type="bibr" rid="B68">Zhou, 2010</xref>; <xref ref-type="bibr" rid="B37">Pelosi et al., 2018</xref>), odorant-degrading enzymes (ODEs) (<xref ref-type="bibr" rid="B53">Vogt, 2003</xref>), odorant receptors (ORs) (<xref ref-type="bibr" rid="B63">Yang and Wang, 2000</xref>), sensory neuron membrane proteins (SNMPs) (<xref ref-type="bibr" rid="B2">Benton et al., 2007</xref>) and ionotropic receptors (IRs) (<xref ref-type="bibr" rid="B1">Benton et al., 2009</xref>).</p>
<p>Insect OBPs can bind and transport hydrophobic odorant molecules across the hydrophilic sensillum lymph to corresponding receptors on olfactory sensory neurons (<xref ref-type="bibr" rid="B37">Pelosi et al., 2018</xref>). Further, OBP-odorant complexes (or odorant itself) activate receptors (ORs or IRs) to stimulate a cascade of reaction, which converts chemical signals into electric signals and eventually lead to specific behaviors (<xref ref-type="bibr" rid="B59">Xu et al., 2005</xref>). Therefore, OBPs are essential for insects to recognize odorant molecules and can be utilized as targets for developing new behavioral disruptors/inhibitors (<xref ref-type="bibr" rid="B68">Zhou, 2010</xref>). The first insect OBP was characterized in <italic>Antheraea polyphemus</italic> in 1981 (<xref ref-type="bibr" rid="B55">Vogt and Riddiford, 1981</xref>). In the following 40 years, a plethora of OBPs have been identified in insects by molecular biology approaches especially omics techniques (<xref ref-type="bibr" rid="B52">Venthur and Zhou, 2018</xref>). Insect classic OBPs possess six conserved cysteines that constitute three disulfide bridges to form a binding cavity aligning some other amino acid residues (<xref ref-type="bibr" rid="B26">Leal et al., 1999</xref>; <xref ref-type="bibr" rid="B23">Lagarde et al., 2011</xref>). Meanwhile, OBPs with different numbers of conserved cysteines have also been found. These OBPs mainly include minus-C OBPs that have lost two conserved cysteines and plus-C OBPs with two additional conserved cysteines (<xref ref-type="bibr" rid="B38">Pelosi and Maida, 1995</xref>).</p>
<p>In Lepidoptera, general odorant-binding proteins (GOBPs) and pheromone-binding proteins (PBPs) are numerically dominant among classic OBPs (<xref ref-type="bibr" rid="B39">Pelosi et al., 2006</xref>). PBPs are expressed in long sensillum trichodea and show a male antennae-biased expression pattern. PBPs are involved in the detection of female sex pheromones (<xref ref-type="bibr" rid="B36">Maida et al., 2005</xref>; <xref ref-type="bibr" rid="B12">Guo et al., 2012</xref>). GOBPs, including GOBP1 and GOBP2, are usually distributed in sensillum basiconica. GOBPs are thought to bind general odorants such as host plant volatiles and other environmental chemical cues (<xref ref-type="bibr" rid="B56">Vogt et al., 1991</xref>; <xref ref-type="bibr" rid="B24">Laue et al., 1994</xref>). However, a few studies reported that GOBPs may also be involved in sex pheromone detection (<xref ref-type="bibr" rid="B72">Ziegelberger, 1995</xref>; <xref ref-type="bibr" rid="B69">Zhou et al., 2009</xref>; <xref ref-type="bibr" rid="B32">Liu et al., 2014</xref>; <xref ref-type="bibr" rid="B20">Khuhro et al., 2017</xref>). For example, competitive fluorescence binding assays showed that GOBPs in <italic>Spodoptera exigua</italic> (<xref ref-type="bibr" rid="B32">Liu et al., 2014</xref>) and <italic>Chilo suppressalis</italic> (<xref ref-type="bibr" rid="B20">Khuhro et al., 2017</xref>) have high binding affinities for sex pheromones. While GOBPs in <italic>Carposina sasakii</italic> showed high affinities to both host plant volatiles and sex pheromones (<xref ref-type="bibr" rid="B51">Tian et al., 2019</xref>). <italic>In situ</italic> hybridization showed that GOBP2 in <italic>Mamestra brassicae</italic> was abundantly distributed in the sensilla responsive to the sex pheromone, <italic>Z</italic>11-16: OH (<xref ref-type="bibr" rid="B17">Jacquin-Joly et al., 2000</xref>). In <italic>Plutella xylostella</italic>, both PxylGOBP1 and PxylGOBP2 strongly bind to the sex pheromone <italic>Z</italic>11-16: Ald (<xref ref-type="bibr" rid="B71">Zhu et al., 2016</xref>). On the other hand, in <italic>Athetis lepigone</italic>, AlepGOBP2 could bind to the insecticides, chlorpyrifos and phoxim (<xref ref-type="bibr" rid="B66">Zhang et al., 2021</xref>). Therefore, the exact function of GOBPs in olfaction is still a conundrum.</p>
<p>The variegated cutworm <italic>Peridroma saucia</italic> H&#xfc;bner (Lepidoptera: Noctuidae) is a polyphagous feeder on various vegetables and field crops. Generally, <italic>P. saucia</italic> larvae sporadically damage crops during the growing season and pose great problems in the mid-summer (<xref ref-type="bibr" rid="B41">Rings et al., 1976</xref>). This pest is endemic to North America and Europe (<xref ref-type="bibr" rid="B43">Struble et al., 1976</xref>; <xref ref-type="bibr" rid="B42">Simonet et al., 1981</xref>; <xref ref-type="bibr" rid="B58">Willson et al., 1981</xref>). Since the 1970s, <italic>P. saucia</italic> has invaded Korea and Japan and gradually become an important pest worldwide (<xref ref-type="bibr" rid="B16">Inomata et al., 2002</xref>; <xref ref-type="bibr" rid="B7">Choi et al., 2009</xref>). In China, the first outbreak of <italic>P</italic>. <italic>saucia</italic> was reported in Sichuan Province in 1985 (<xref ref-type="bibr" rid="B22">Kuang, 1985</xref>). It has spread to more than 13 provinces in China in recent years (<xref ref-type="bibr" rid="B30">Li et al., 2007</xref>; <xref ref-type="bibr" rid="B13">Guo et al., 2010</xref>; <xref ref-type="bibr" rid="B60">Xuan et al., 2012</xref>; <xref ref-type="bibr" rid="B45">Sun et al., 2020</xref>). The female sex pheromone components of <italic>P</italic>. <italic>saucia</italic> are <italic>Z</italic>11-16: Ac and <italic>Z</italic>9-14: Ac. The mixture of <italic>Z</italic>11-16: Ac and <italic>Z</italic>9-14: Ac (3:1) could efficiently attract male <italic>P. saucia</italic> moths in the field (<xref ref-type="bibr" rid="B16">Inomata et al., 2002</xref>; <xref ref-type="bibr" rid="B7">Choi et al., 2009</xref>). Our previous research demonstrated that PsauGOBP1 displays high binding affinities to host plant volatiles but not the sex pheromone components (<xref ref-type="bibr" rid="B46">Sun et al., 2021</xref>).</p>
<p>In the current study, we conducted a transcriptome analysis of OBPs in <italic>P</italic>. <italic>saucia</italic> to compare the abundance of candidate genes between male and female antennae. A highly abundant OBP, PsauGOBP2, was cloned and then expressed in <italic>Escherichia coli</italic>. Binding affinities of the recombinant PsauGOBP2 to host plant volatiles and female sex pheromone components were tested. Finally, 3D structural modeling and molecular docking were conducted to predict key amino acid residues for ligand binding. The results not only provide new insights into the function of lepidopteran GOBPs but also are helpful for the development of olfaction-based management approaches for <italic>P. saucia</italic>.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Insect rearing and tissue collection</title>
<p>
<italic>P</italic>. <italic>saucia</italic> larvae were collected from Luoyang, Henan Province, China, and were reared in an incubator under 16&#xa0;&#xa0;h&#xa0;L: 8&#xa0;h D cycle at 23&#xb0;C &#xb1; 1&#xb0;C and 60% relative humidity. Larvae were fed an artificial diet, and adults were provided with 10% sugar water (<xref ref-type="bibr" rid="B7">Choi et al., 2009</xref>). For transcriptome sequencing, male and female antennae were collected separately from 80 individuals of 2-3-day-old adult <italic>P</italic>. <italic>saucia</italic>. For real-time quantitative PCR (RT-qPCR), male and female antennae, mouthparts, and legs were collected separately from 50 to 80 individuals of 2-3-day-old adult <italic>P</italic>. <italic>saucia</italic>. All of the tissue samples were kept in a &#x2212;80&#xb0;C freezer until used.</p>
</sec>
<sec id="s2-2">
<title>Transcriptome sequencing</title>
<p>Total RNA from male and female antennae was extracted using Trizol reagent (Invitrogen, Carlsbad, CA, United States). The purity and quantity of the RNA were evaluated with an ND-2000 spectrophotometer (Nanodrop, Wilmington, DE, United States). The RNA integrity was further checked with a 2100 bioanalyzer (Agilent, Santa Clara, CA, United States). Genomic DNA was eliminated from the total RNA with DNase I (Takara, Beijing, China). mRNA was then isolated from &#x2265;1&#xa0;&#xb5;g (concentration &#x2265;50&#xa0;ng/&#x3bc;L) of the total RNA with Dynabeads mRNA purification kit (Invitrogen, United States). RNA-seq libraries were constructed following Illumina&#x2019;s library construction protocol and then sequenced on the Nova seq6000 platform (Illumina, United States) at Origingene, Shanghai, China. Sequence assembly was performed with a <italic>de novo</italic> method (Trinity v 2.11) as we previously described (<xref ref-type="bibr" rid="B45">Sun et al., 2020</xref>). Putative OBP transcripts were retrieved from the obtained unigenes by searching a pooled non-redundant database using BLASTX algorithm-based method (E-value &#x3c; 1e-5). Open reading frames (ORFs) of the transcripts encoding candidate PsauOBPs were predicted with ORFfinder (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/orffinder">https://www.ncbi.nlm.nih.gov/orffinder</ext-link>). To evaluate the expression abundance, TPM values (Transcripts Per Kilobase of exon model per Million mapped reads) of candidate PsauOBP transcripts were calculated with Salmon (v 1.4.0).</p>
</sec>
<sec id="s2-3">
<title>Phylogenetic analysis of OBPs</title>
<p>A neighbor-joining tree of candidate PsauOBPs and homologs from other lepidopteran species including <italic>Bombyx mori</italic>, <italic>Spodoptera litura</italic>, <italic>Helicoverpa armigera</italic>, and <italic>Agrotis ipsilon</italic> was constructed with MEGA 11. The evolutionary distance was calculated with the JTT matrix-based method (<xref ref-type="bibr" rid="B18">Jones et al., 1992</xref>). Node supports of branches were evaluated with a bootstrap method of 1,000 replicates. The constructed tree was visualized and edited in FigTree (v 1.4.2). Amino acid sequences of OBPs used in the phylogenetic analysis were listed in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>.</p>
</sec>
<sec id="s2-4">
<title>Gene cloning and RT-qPCR of PsauGOBP2</title>
<p>PCR amplification of PsauGOBP2 was carried out with Premix Taq (Takara) under the following procedure: 94&#xb0;C for 3 min; 34 cycles of 94&#xb0;C for 20 s, 55&#xb0;C for 30 s, and 72&#xb0;C for 1&#xa0;min. The crude PCR products were then ligated into a pGEM-T easy vector (Promega, Beijing, China) at a molar ratio of 5: 1 (insert: plasmid). The ligation products were used to transform <italic>E</italic>. <italic>coli</italic> Top10 cells. Positive colonies were selected by the T7 and SP6 primers. The colonies were then grown in LB liquid medium and custom sequenced at Origingene, Shanghai, China. The signal peptide of PsauGOBP2 is predicted with SignalP (v 5.0); Protein parameters including the molecular weight and the theoretical isoelectric point were predicted with ProtParam (<ext-link ext-link-type="uri" xlink:href="https://web.expasy.org/cgi-bin/protparam/protparam">https://web.expasy.org/cgi-bin/protparam/protparam</ext-link>). Gene-specific primers designed against the PsauGOBP2 cDNA were listed in <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>.</p>
<p>RT-qPCR of PsauGOBP2 in different chemosensory tissues was performed using a Roche LightCycler 480 System (F. Hoffmann-La Roche Ltd., Basel, Switzerland) with a mixture (final volume 20&#xa0;&#xb5;L) of 10&#xa0;&#x3bc;L of TB Green Fast qPCR Mix (Takara), 0.8&#xa0;&#x3bc;L (10&#xa0;&#x3bc;M) of each primer, 5&#xa0;ng of sample cDNA, and appropriate volume of sterilized ultrapure H<sub>2</sub>O. The RT-qPCR program was set as: 1 cycle of 94&#xb0;C for 30 s; 40 cycles of 94&#xb0;C for 5 s and 60&#xb0;C for 10 s; followed by 1 cycle of 95&#xb0;C for 5 s, 60&#xb0;C for 1 min, and 50&#xb0;C for 30&#xa0;s. The primers designed with Primer Premier 6.0 were listed in <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>. Expression levels of PsauGOBP2 in different tissues were normalized with the endogenous gene <italic>Psau&#x3b2;</italic>-<italic>actin</italic> (accession number QQ472022), using the 2<sup>&#x2212;&#x394;&#x394;CT</sup> method (<xref ref-type="bibr" rid="B34">Livak and Schmittgen, 2001</xref>). Three biological replications were performed for each tissue sample, and each biological replication was performed with three technical replicates. The data obtained from different samples were analyzed with a one-way analysis of variance (ANOVA) followed by the Tukey multiple comparison test.</p>
</sec>
<sec id="s2-5">
<title>Expression and purification of recombinant PsauGOBP2</title>
<p>For the expression of recombinant PsauGOBP2, pET-30b containing the sequence encoding mature PsauGOBP2 was used to transform BL21 <italic>E</italic>. <italic>coli</italic> cells. Protein expression was induced by the addition of IPTG (final concentration 0.4&#xa0;mM) when the OD<sub>600</sub> value of cell culture reached about 0.8. Cells cultured for further 2&#x2013;4&#xa0;h at 37&#xb0;C were harvested by centrifugation. PsauGOBP2 was present as inclusion bodies. 10&#xa0;mL of 8&#xa0;M urea and 1&#xa0;mM DTT in Tris buffer (50&#xa0;mM, pH 7.4) were then used to solubilise the inclusion body pellet (from 1&#xa0;L of culture). The dissolved protein was dialyzed against 1&#xa0;L of Tris buffer (50&#xa0;mM, pH 7.4). The recombinant protein was purified on the anion exchange resins QFF, following standard protocols previously adopted for other moth OBPs (<xref ref-type="bibr" rid="B48">Sun et al., 2012</xref>; <xref ref-type="bibr" rid="B46">Sun et al., 2021</xref>).</p>
</sec>
<sec id="s2-6">
<title>Fluorescence measurements</title>
<p>The fluorescence binding assays were conducted on a Hitachi F-2710 with a 1&#xa0;cm light path quartz cuvette. To measure the affinity of the fluorescent probe 1-NPN (N-phenyl-1-naphthylamine) to PsauGOBP2, a 2&#xa0;mM solution of the protein in 50&#xa0;mM Tris-HCl, pH 7.4, was titrated with aliquots of 1&#xa0;mM 1-NPN in methanol to a final concentration of 20&#xa0;&#xb5;M. The probe was excited at 337&#xa0;nm, and emission spectra were recorded between 380 and 460&#xa0;nm. The dissociation constant of 1-NPN (K<sub>1-NPN</sub>) to PsauGOBP2 was obtained by processing the data with GraphPad Prism 6.0.</p>
<p>Binding affinities of odorants to PsauGOBP2 were measured by competitive binding assays. A panel of 28 compounds (competitors) including the <italic>P</italic>. <italic>saucia</italic> female sex pheromone components <italic>Z</italic>11-16: Ac and <italic>Z</italic>9-14: Ac and 26 host plant volatiles were used in the assay. The CAS number, source, and purity of these compounds were listed in <xref ref-type="sec" rid="s10">Supplementary Table S3</xref>. A solution of PsauGOBP2 and 1-NPN, both at the concentration of 2&#xa0;mM, was titrated with 1&#xa0;mM of each competitor (dissolved in methanol) at a final concentration of 10&#xa0;&#xb5;M (sex pheromones) or 20&#xa0;&#xb5;M (host plant volatiles). The dissociation constants (K<sub>i</sub>) of competitors to PsauGOBP2 were calculated using the equation: K<sub>i</sub> &#x3d; [IC<sub>50</sub>]/(1 &#x2b; [1-NPN]/K<sub>1-NPN</sub>), where [IC<sub>50</sub>] is the concentration of the competitor halving (50%) the initial fluorescence value (100%), [1-NPN] is the free concentration of 1-NPN, and K<sub>1-NPN</sub> is the dissociation constant of the protein-1-NPN complex.</p>
</sec>
<sec id="s2-7">
<title>Structural modelling and molecular docking</title>
<p>A 3D structure of PsauGOBP2 was modeled with Alphafold2 (<xref ref-type="bibr" rid="B19">Jumper et al., 2021</xref>). The 3D structure was then evaluated by SAVES (v 6.0). Molecular docking evaluations for PsauGOBP2 with the ligands were performed with AutoDock Vina (v.1.1.2). The default parameters were set as described in the Autodock Vina manual. The top-ranked conformation which was estimated by the Vina docking score was then subjected to PyMOL (v 1.9.0) for visual analyses.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Antennal transcriptome sequencing and assembly</title>
<p>Transcriptomic data of <italic>P</italic>. <italic>saucia</italic> antennae was obtained using a Nova seq6000 platform. A total of 44.85 million and 35.53 million clean reads were produced in male and female samples, respectively. All clean reads from male and female data were then merged for <italic>de novo</italic> assembly, which generated a total of 151,541 unigenes with an N<sub>50</sub> length of 1158 bp and a mean length of 683.39 bp (<xref ref-type="sec" rid="s10">Supplementary Table S4</xref>). Moreover, 27.24% of the unigenes were longer than 1000 bp based on the size distribution analysis.</p>
</sec>
<sec id="s3-2">
<title>Identification of candidate PsauOBPs and phylogenetic analysis</title>
<p>By homologous searching with BLASTX, a total of 35 putative OBP transcripts were identified in the transcriptome of <italic>P</italic>. <italic>saucia</italic> antennae (<xref ref-type="sec" rid="s10">Supplementary Table S5</xref>). Except for PsauOBP19, PsauOBP24, PsauOBP26, and PsauOBP30, the other 31 PsauOBPs have full length ORFs based on the presence of start codons, stop codons, and the BLASTP alignment results to other homologous OBPs. Phylogenetic analysis of 156 OBPs from different lepidopteran species including <italic>P</italic>. <italic>saucia</italic> (this study), <italic>B. mori</italic>, <italic>H</italic>. <italic>armigera</italic>, <italic>S</italic>. <italic>litura</italic>, and <italic>A</italic>. <italic>ipsilon</italic> revealed several distinct clades, where three putative PsauPBPs (PsauPBP1/2/3) were clustered with PBPs from other species; PsauGOBP1 and PsauGOBP2 were grouped with other GOBP1s and GOBP2s, respectively (<xref ref-type="fig" rid="F1">Figure 1</xref>). Furthermore, we found that GOBPs share one single original lineage with PBPs (<xref ref-type="fig" rid="F1">Figure 1</xref>), consistent the reports for other lepidopteran species (<xref ref-type="bibr" rid="B54">Vogt et al., 2015</xref>). Of the 35 PsauOBPs, 23 were classic OBPs characteristic of six conserved cysteines. Six OBPs (PsauOBP2/9/19/24/27/30) with 4 conserved cysteines were clustered into the minus-C OBP clade. PsauOBP11, PsauOBP13, and PsauOBP22 possessed two extra conserved cysteines and accordingly were clustered into the plus-C OBP clade (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="sec" rid="s10">Supplementary Table S5</xref>). By contrast, PsauOBP14, PsauOBP16, and PsauOBP25 did not match any classification based on the significantly longer sequences (with 258, 337, and 244 amino acid residues, respectively) and the presence of 5 (for PsauOBP25) or 7 (for PsauOBP14 and PsauOBP16) cysteines (<xref ref-type="sec" rid="s10">Supplementary Table S5</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Neighbor-Joining tree of OBPs from <italic>P</italic>. <italic>saucia</italic> and other Lepidoptera species. Node support was estimated with 1000 replicates. The bootstrap values are indicated by the size and color of circles at the branch nodes based on the scale at the top left. The accession numbers of all OBPs used in the phylogenetic analysis are provided in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g001.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>TPM value analyses of candidate PsauOBPs</title>
<p>Transcript abundance analysis based on TPM values showed that seven OBPs, including <italic>PsauPBP1</italic>, <italic>PsauPBP2</italic>, <italic>PsauPBP3</italic>, <italic>PsauGOBP1</italic>, <italic>PsauGOBP2</italic>, <italic>PsauOBP6</italic>, and <italic>PsauOBP18</italic>, had high transcript levels in the antennae with an average TPM value of &#x3e;500 in male and female samples (<xref ref-type="fig" rid="F2">Figure 2</xref>). Of these, <italic>PsauPBP1</italic> (3191.4/55.5 TPM values for male/female, same below), <italic>PsauPBP2</italic> (9151.4/281.5), <italic>PsauPBP3</italic> (525/51.9), <italic>PsauGOBP1</italic> (1348.2/65.8), and <italic>PsauOBP18</italic> (1529.2/2.3) showed higher levels in males than in females. While <italic>PsauOBP6</italic> and <italic>PsauGOBP2</italic> showed higher TPM values in female (2437.9 and 1384.8, respectively) than in male antennae (709.7 and 702.7, respectively). Other <italic>PsauOBPs</italic> showed relatively low TPM values and their expressions were variable in male and female antennae (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>TPM values of candidate <italic>PsauOBPs</italic> in female (FA) and male (MA) antennae.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g002.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Gene cloning and sequence analysis of PsauGOBP2</title>
<p>Based on the TPM values, we focused on a highly abundant transcript in the antennae of <italic>P</italic>. <italic>saucia</italic>, PsauGOBP2. First, the full length of <italic>PsauGOBP2</italic> was amplified from the <italic>P</italic>. <italic>saucia</italic> antennae. The ORF of <italic>PsauGOBP2</italic> is 489 bp encoding 162 amino acids, and the predicted matured PsauGOBP2 contains 141 amino acids (<xref ref-type="fig" rid="F3">Figure 3A</xref>). The molecular weight of the mature protein is 16.1&#xa0;kDa with an isoelectric point of 5.06. The amino acid sequence of PsauGOBP2 has the six-cysteine signature that forms the motif C<sub>1</sub>-X<sub>25-30</sub>-C<sub>2</sub>-X<sub>3</sub>- C<sub>3</sub>-X<sub>36-42</sub>-C<sub>4</sub>-X<sub>8-14</sub>-C<sub>5</sub>-X<sub>8</sub>-C<sub>6</sub>, a typical feature of classic OBPs. Further multiple alignments revealed distinct sequence similarities between PsauGOBP2 and other lepidopteran GOBP2s (<xref ref-type="fig" rid="F3">Figure 3B</xref>). PsauGOBP2 exhibited the highest identity with SlitGOBP2 of <italic>S. litura</italic> (90.12%), followed by AipsGOBP2 of <italic>A. ipsilon</italic> (88.89%).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Sequence characterization of PsauGOBP2. <bold>(A)</bold> cDNA sequence and deduced amino acid sequence of the PsauGOBP2. The predicted signal peptide is underlined. The six conserved cysteines are circled in pink. <bold>(B)</bold> Alignment of PsauGOBP2 with orthologs from other lepidopteran species. <italic>Dendrolimus kikuchii</italic> (DkikGOBP2, AGJ83353.1); <italic>Athetis dissimilis</italic> (AdisGOBP2, ALJ93807.1); <italic>Mamestra brassicae</italic> (MbraGOBP2, AAC05703.2); <italic>Mythimna separata</italic> (MsepGOBP2, AWT22242.1); <italic>Spodoptera litura</italic> (SlitGOBP2, XP_022817877.1); <italic>Agrotis ipsilon</italic> (AipsGOBP2, AAP57462.1); <italic>Heliothis viresence</italic> (HvirGOBP2, PCG76987.1); <italic>Helicoverpa armigera</italic> (HarmGOBP2, CAC08211.1); <italic>Helicoverpa assulta</italic> (HassGOBP2, AAQ54909.1). The six conserved cysteine residues in the GOBP2s are indicated with pink triangle. Residues with similar physicochemical properties are shown with &#x201c;.&#x201d; and &#x201c;<bold>:</bold>&#x201d;; Identical residues are indicated with &#x201c;&#x2a;&#x201d;.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g003.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Expression profiling of PsauGOBP2</title>
<p>To investigate the expression profile of <italic>PsauGOBP2</italic> in <italic>P</italic>. <italic>saucia</italic>, we measured its transcript levels in different chemosensory tissues including antennae, mouthparts, and legs of both sexes. RT-qPCR results showed that the expression of <italic>PsauGOBP2</italic> was significantly higher in the antennae than in other tissues. Moreover, <italic>PsauGOBP2</italic> expression was slightly higher in female antennae than in male antennae; however, the difference was not significant (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>RT-qPCR of <italic>PsauGOBP2</italic> in different chemosensory tissues of <italic>P</italic>. <italic>saucia</italic>. MA: male antennae; MM: male mouthparts; ML: male legs; FA: female antennae; FM: female mouthparts; FL: female legs. Means (&#x2b;SE) with different letters are significantly different (<italic>p</italic> &#x3c; 0.05) according to a one-way ANOVA followed by Tukey multiple comparison test, n &#x3d; 3.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g004.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>Prokaryotic expression and purification of PsauGOBP2</title>
<p>To obtain the recombinant protein, <italic>PsauGOBP2</italic> encoding mature protein was cloned and ligated into the expression vector pET-30b. As shown in <xref ref-type="fig" rid="F5">Figure 5A</xref>, the recombinant PsauGOBP2 was abundantly expressed in the transformed <italic>E</italic>. <italic>coli</italic> BL21 cells when induced with IPTG. After purification with anion exchange resins, an expected size of the target protein was obtained (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The purified protein was then used in the fluorescence binding assays.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Preparation of the recombinant PsauGOBP2 and its affinity with the fluorescence probe 1-NPN. <bold>(A)</bold> SDS-PAGE analysis of the crude bacterial extracts before (Pre) and after (Ind) induction with IPTG, and purification of the recombinant PsauGOBP2 on the QFF column. <bold>(B)</bold> Affinity of PsauGOBP2 to 1-NPN. Analysis of the fluorescence values (means &#x2b;SE, n &#x3d; 3) with GraphPad Prism 8 software indicated the presence of a single binding site with the K<sub>1-NPN</sub> value of 3.2&#xa0;&#xb5;M.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g005.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>Ligand binding affinities of PsauGOBP2</title>
<p>First, the binding pocket of recombinant PsauGOBP2 was saturated by the fluorescent probe 1-NPN, resulting in a K<sub>1-NPN</sub> value of 3.2 &#xb1; 0.19&#xa0;&#x3bc;M (<xref ref-type="fig" rid="F5">Figure 5B</xref>). Then 28 ligands including <italic>P</italic>. <italic>saucia</italic> female sex pheromone components and host plant volatiles were used as competitors to displace the probe from the binding pocket. The results indicated that the sex pheromone components <italic>Z</italic>11-16: Ac and <italic>Z</italic>9-14: Ac were the strongest ligands, with the K<sub>i</sub> values of 4.2 &#xb1; 0.8 &#x3bc;M and 4.9 &#xb1; 0.6 &#x3bc;M, respectively (<xref ref-type="fig" rid="F6">Figure 6A</xref>; <xref ref-type="sec" rid="s10">Supplementary Table S6</xref>). Three host plant volatiles, phenylethyl acetate, &#x3b2;-myrcene, and dodecanol also showed binding affinities to PsauGOBP2, with the K<sub>i</sub> values of 6.3 &#xb1; 0.3 &#x3bc;M, 8.0 &#xb1; 0.3 &#x3bc;M, and 13.0 &#xb1; 0.4 &#x3bc;M, respectively (<xref ref-type="fig" rid="F6">Figure 6B</xref>; <xref ref-type="sec" rid="s10">Supplementary Table S6</xref>). The other tested compounds showed no affinities to PsauGOBP2 because the IC<sub>50</sub> values were higher than 30&#xa0;&#x3bc;M (<xref ref-type="sec" rid="s10">Supplementary Table S6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Competitive fluorescence binding assays of selected ligands to the recombinant PsauGOBP2. <bold>(A)</bold> <italic>P</italic>. <italic>saucia</italic> female sex pheromone components; <bold>(B)</bold> selected host plant volatiles. Affinities of the sex pheromone components of female <italic>P</italic>. <italic>saucia</italic> and 26 host plant volatiles were analyzed. Detailed information for all of the tested compounds is reported in <xref ref-type="sec" rid="s10">Supplementary Table S3, S6</xref>.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g006.tif"/>
</fig>
</sec>
<sec id="s3-8">
<title>Protein structure modeling and molecular docking</title>
<p>As the crystal structure of PsauGOBP2 has not yet been resolved, we applied a highly accurate modeling program, Alphafold2, to build a 3D structure of PsauGOBP2 (<xref ref-type="fig" rid="F7">Figure 7A</xref>). The model evaluation demonstrated that sequence identities between the residues with queries were &#x3e;80%, the pLDDT score (per-residue predicted local-distance difference test) was &#x3e;90%, and the PAE value (predicted aligned error) was approximately equal to 0&#xa0;&#xc5; (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). Further PROCHECK evaluation demonstrated that 100% of the non-glycine and non-proline residues were trapped in the allowing areas and 95.4% of the amino acid residues were located in the most favored areas (<xref ref-type="fig" rid="F7">Figure 7B</xref>). These results indicated that the predicted model of PsauGOBP2 was reliable and qualified for further analysis.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Three-dimensional structural analysis of PsauGOBP2. <bold>(A)</bold> Predicted 3D structure of the PsauGOBP2; <bold>(B)</bold> Ramachandran plot showing residue compatibilities and stereochemical rationalities of the model. A, B, L: residues in most favored regions. a, b, l, p: residues in additional allowed regions. &#x223c;a, &#x223c;b, &#x223c;l, &#x223c;p: residues in generously allowed regions.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g007.tif"/>
</fig>
<p>The structure prediction with Alphafold2 revealed that PsauGOBP2 comprised seven &#x3b1;-helixes (&#x3b1;1&#x2013;&#x3b1;7) (<xref ref-type="fig" rid="F7">Figure 7A</xref>), which is reminiscent of the structure of other moth GOBPs (<xref ref-type="bibr" rid="B69">Zhou et al., 2009</xref>; <xref ref-type="bibr" rid="B68">Zhou, 2010</xref>). Binding energy analysis showed that the docking binding energy between PsauGOBP2 and each ligand was &#x2264; &#x2212;6&#xa0;kcal.mol<sup>&#x2212;1</sup> and the distances of all potential interactive residues were &#x3c;4&#xa0;&#xc5;. Furthermore, the molecular docking analysis found several residues in PsauGOBP2 involved in the binding with more than one ligand. Four aromatic amino acid residues, i.e., Phe-12, Phe-33, Phe-36, and Phe-118, were needed for the binding to <italic>Z</italic>11-16: Ac, <italic>Z</italic>9-14: Ac, phenylethyl acetate, &#x3b2;-myrcene, and dodecanol; three nonpolar amino acid residues, Ile-52, Val-114, and Ala-115, for <italic>Z</italic>11-16: Ac, <italic>Z</italic>9-14: Ac, &#x3b2;-myrcene, and dodecanol; two polar amino acid residues, Thr-9 for <italic>Z</italic>11-16: Ac and phenylethyl acetate and Ser-56 for <italic>Z</italic>11-16: Ac, <italic>Z</italic>9-14: Ac, and phenylethyl acetate (<xref ref-type="fig" rid="F8">Figure 8</xref>, <xref ref-type="table" rid="T1">Table 1</xref>). Notably, the hydrogen bond (2.9&#xa0;&#xc5;) and conjugated bond (3.5&#xa0;&#xc5;) mediated the binding of PsauGOBP2 to dodecanol and phenylethyl acetate, respectively (<xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Molecular docking of the ligands in the binding site of PsauGOBP2.</p>
</caption>
<graphic xlink:href="fphys-14-1241324-g008.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Putative key amino acid residues in the docking of PsauGOBP2 to the ligands.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Ligand</th>
<th colspan="2" align="center">Key amino acid residues</th>
</tr>
<tr>
<td align="left"/>
<td align="center">Nonpolar</td>
<td align="center">Polar</td>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<italic>Z</italic>11-16: Ac</td>
<td align="center">Phe-12, Phe-33, Phe-36, Trp-37, Ile-52, Leu-62, Met-73, Leu-90, Ile-94, Val-114, Ala-115, Phe-118</td>
<td align="center">Thr-9, Ser-56</td>
</tr>
<tr>
<td align="center">
<italic>Z</italic>9-14: Ac</td>
<td align="center">Val-8, Phe-12, Phe-33, Phe-36, Ile-52, Leu-62, Met-73, Leu-90, Ile-94, Val-114, Ala-115, Phe-118</td>
<td align="center">Ser-56</td>
</tr>
<tr>
<td align="center">&#x3b2;-Myrcene</td>
<td align="center">Val-8, Phe-12, Phe-33, Phe-36, Ile-52, Leu-62, Met-73, Leu-90, Ile-94, Val-114, Ala-115, Phe-118</td>
<td align="center">Ser-56</td>
</tr>
<tr>
<td align="center">Phenylethyl acetate</td>
<td align="center">Met-5, Val-8, Phe-12, Phe-33, Phe-36, Trp-37, Leu-61, Met-73, Phe-118</td>
<td align="center">Thr-9, Tyr-76</td>
</tr>
<tr>
<td align="center">Dodecanol</td>
<td align="center">Phe-12, Phe-33, Phe-36, Ile-52, Val-111, Val-114, Ala-115, Phe-118</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x201c;&#x2014;&#x201d;means no candidate polar residues were found for the binding of the ligand with PsauGOBP2.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Understanding of how insects sense external chemical stimulants is important for developing effective pest management strategies. OBPs represent the first step of odorant recognition in insect chemical communication (<xref ref-type="bibr" rid="B25">Laughlin et al., 2008</xref>; <xref ref-type="bibr" rid="B5">Brito et al., 2016</xref>; <xref ref-type="bibr" rid="B40">Rihani et al., 2021</xref>; <xref ref-type="bibr" rid="B14">Han et al., 2022</xref>). In the current study, we used transcriptome sequencing to identify OBPs in the antennae of <italic>P</italic>. <italic>saucia</italic>. Then we investigated the expression profile, ligand affinity, and binding mechanism of PsauGOBP2.</p>
<p>In this study, we identified a repertoire of 35 OBPs in the antennal transcriptome of <italic>P</italic>. <italic>saucia</italic>. This number is close to that identified in the antennae of other noctuid moths such as <italic>H</italic>. <italic>armigera</italic>, <italic>Mythimna separata</italic>, <italic>S</italic>. <italic>litura</italic> and <italic>S</italic>. <italic>exigua</italic>, which have 34, 32, 38, and 45 OBPs, respectively (<xref ref-type="bibr" rid="B11">Gu et al., 2015</xref>; <xref ref-type="bibr" rid="B64">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Chang et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Du et al., 2018</xref>). Of the OBPs identified in <italic>P</italic>. <italic>saucia</italic>, 3 are plus-C OBPs and 6 are minus-C OBPs, which is in accordance with the reported 3 to 6 plus-C/minus-C OBPs in other moths (<xref ref-type="bibr" rid="B11">Gu et al., 2015</xref>; <xref ref-type="bibr" rid="B64">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Chang et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Du et al., 2018</xref>).</p>
<p>According to TPM values, PsauGOBP2 was abundantly expressed in both male and female antennae. Hence, we further explored the expression profiles and binding abilities of PsauGOBP2. According to the RT-qPCR result, the expression levels of <italic>PsauGOBP2</italic> between male and female moths are similar, albeit slightly higher in female antennae. The inconsistency between TPM values and expression levels could be explained by that TPM values are rough estimates of gene transcript levels based on the calculation of transcripts per million mapped reads. Therefore, gene expression levels in different tissues need to be validated by RT-qPCR. Similar findings were reported in <italic>S</italic>. <italic>litura</italic> where <italic>SlitGOBP2</italic> showed similar expression levels between male and female antennae (<xref ref-type="bibr" rid="B33">Liu et al., 2015</xref>). However, GOBP2 in <italic>A</italic>. <italic>ipsilon</italic> is female antennae-biased (<xref ref-type="bibr" rid="B15">Huang et al., 2018</xref>), and GOBP2s from <italic>Maruca vitrata</italic> and <italic>Chilo suppressalis</italic> show significantly higher expression levels in male antennae than in female antennae (<xref ref-type="bibr" rid="B70">Zhou et al., 2015</xref>; <xref ref-type="bibr" rid="B20">Khuhro et al., 2017</xref>). Such differences might be an adaption to species-specific chemical environments, reflecting olfaction plasticity in insects (<xref ref-type="bibr" rid="B9">Gadenne et al., 2016</xref>).</p>
<p>Lepidoptera PBPs and GOBPs form a monophyletic lineage with a single ancestral origin. They have undergone divergence by gene duplication under different selection pressures (<xref ref-type="bibr" rid="B54">Vogt et al., 2015</xref>). Numerous studies indicated that PBPs selectively bind sex pheromones and contribute to long-distance mate recognition in moths (<xref ref-type="bibr" rid="B12">Guo et al., 2012</xref>; <xref ref-type="bibr" rid="B14">Han et al., 2022</xref>; <xref ref-type="bibr" rid="B67">Zhong et al., 2022</xref>). In contrast, GOBP1s and GOBP2s are thought to bind host plant volatiles and sex pheromones, respectively (<xref ref-type="bibr" rid="B17">Jacquin-Joly et al., 2000</xref>; <xref ref-type="bibr" rid="B10">Gong et al., 2009</xref>; <xref ref-type="bibr" rid="B20">Khuhro et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B65">Zhang et al., 2020</xref>). To determine the binding abilities of PsauGOBP2, we selected 28 compounds for fluorescence binding assays. These compounds include the volatiles emitted by soybean, maize, cotton, and tobacco (<xref ref-type="bibr" rid="B21">Knudsen et al., 1993</xref>; <xref ref-type="bibr" rid="B35">Loughrin et al., 1994</xref>; <xref ref-type="bibr" rid="B4">Bou&#xe9; et al., 2003</xref>; <xref ref-type="bibr" rid="B62">Yan et al., 2005</xref>; <xref ref-type="bibr" rid="B61">Yan and Wang, 2006</xref>), and sex pheromone components (<italic>Z</italic>11-16: Ac and <italic>Z</italic>9-14: Ac) of female <italic>P</italic>. <italic>saucia</italic> (<xref ref-type="bibr" rid="B16">Inomata et al., 2002</xref>; <xref ref-type="bibr" rid="B7">Choi et al., 2009</xref>). Our results demonstrated that PsauGOBP2 has high binding affinities (K<sub>i</sub> &#x3c; 5&#xa0;&#xb5;M) with <italic>Z</italic>11-16: Ac and <italic>Z</italic>9-14: Ac and moderate binding affinities (6&#xa0;&#xb5;M &#x2264; K<sub>i</sub> &#x2264; 13&#xa0;&#xb5;M) with the host plant volatiles phenylethyl acetate, &#x3b2;-myrcene, and dodecanol. Meanwhile, our previous research validated that PsauGOBP1 can actively bind the host plant volatiles (<italic>Z</italic>)-3-hexenyl acetate (K<sub>i</sub> &#x3d; 4.0&#xa0;&#xb5;M), citral (K<sub>i</sub> &#x3d; 5.6&#xa0;&#xb5;M), farnesol (K<sub>i</sub> &#x3d; 6.4&#xa0;&#xb5;M), nonanal (K<sub>i</sub> &#x3d; 6.8&#xa0;&#xb5;M) (<italic>Z</italic>)-3-hexen-1-ol (K<sub>i</sub> &#x3d; 8.5&#xa0;&#xb5;M), and benzaldehyde (K<sub>i</sub> &#x3d; 9.4&#xa0;&#xb5;M) (<xref ref-type="bibr" rid="B46">Sun et al., 2021</xref>). Therefore, we suggested that PsauGOBP2 plays important roles in the detection of sex pheromones in <italic>P</italic>. <italic>saucia</italic>, while PsauGOBP1 mainly participates in the recognition of host plants. This inference needs to be validated with <italic>in vivo</italic> analyses, such as gene knockdown/out combined with behavioral investigation. Moreover, comparative studies of the function of PsauGOBP2 and PsauPBPs in sex pheromone detection will be an important aspect of our future studies. Notably, our results are in agreement with binding abilities of BmorGOBP1 and BmorGOBP2 in <italic>B</italic>. <italic>mori</italic>, though BmorGOBP1 also shows relatively low affinities with the sex pheromones (<xref ref-type="bibr" rid="B69">Zhou et al., 2009</xref>). Similar results were reported for GOBP1s and GOBP2s in <italic>S</italic>. <italic>litura</italic>, <italic>A</italic>. <italic>ipsilon</italic>, and <italic>A</italic>. <italic>lepigone</italic> (<xref ref-type="bibr" rid="B33">Liu et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B65">Zhang et al., 2020</xref>). Female sex pheromone components of <italic>S</italic>. <italic>litura</italic> are <italic>Z</italic>9-14: Ac, <italic>E</italic>11-14: Ac, <italic>Z</italic>9, <italic>E</italic>11&#x2013;14: Ac, and <italic>Z</italic>9, <italic>E</italic>12-14: Ac (<xref ref-type="bibr" rid="B49">Tamaki et al., 1973</xref>; <xref ref-type="bibr" rid="B44">Sun et al., 2002</xref>; <xref ref-type="bibr" rid="B57">Wei et al., 2004</xref>). Of which, <italic>Z</italic>9-14: Ac is also one of the female sex pheromone components of <italic>P</italic>. <italic>saucia</italic>. Like PsauGOBP2, SlitGOBP2 could strongly bind <italic>Z</italic>9-14: Ac with high affinities (<xref ref-type="bibr" rid="B33">Liu et al., 2015</xref>), suggesting that GOBP2 is functionally conserved in these two insect species. By contrast, in <italic>M</italic>. <italic>vitrata</italic>, GOBP2 only binds to the host plant volatiles (<xref ref-type="bibr" rid="B70">Zhou et al., 2015</xref>). Further <italic>in vivo</italic> investigation, such as the application of RNAi or CRISPR/Cas9 system, is needed for the determination of the functions of GOBP2s. Furthermore, as indicated by the RT-qPCR and the TPM values, PsauGOBP2 is highly expressed in both male and female antennae, implying that female moths may also have the ability to detect the sex pheromones released by itself or other female moths. In the future, electroantennogram (EAG) and behavioral responses of the female moths to the sex pheromone components are needed, which are useful to fully understand the functional roles of GOBP2s in moths (<xref ref-type="bibr" rid="B3">Bjostad, 1998</xref>).</p>
<p>Previous studies have demonstrated that insect OBPs bind specific ligands with polar and nonpolar residues in a hydrophobic cavity (<xref ref-type="bibr" rid="B50">Tegoni et al., 2004</xref>; <xref ref-type="bibr" rid="B47">Sun et al., 2013</xref>; <xref ref-type="bibr" rid="B31">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B29">Li et al., 2021</xref>). In molecular docking analysis, the docked binding energy between PsauGOBP2 and <italic>Z</italic>11-16: Ac, <italic>Z</italic>9-14: Ac, phenylethyl acetate, &#x3b2;-myrcene, and dodecanol was &#x2212;6.9&#xa0;kcal.mol<sup>-1</sup>, &#x2212;6.7&#xa0;kcal.mol<sup>-1</sup>, &#x2212;6.5&#xa0;kcal.mol<sup>-1</sup>, &#x2212;6.1&#xa0;kcal.mol<sup>-1</sup>, and &#x2212;6.0&#xa0;kcal.mol<sup>-1</sup>, respectively. This is in accordance with the results of the fluorescence competitive binding assay which showed that the K<sub>i</sub> value for each ligand was 4.2 &#x3bc;M, 4.9 &#x3bc;M, 6.3 &#x3bc;M, 8.0 &#x3bc;M, and 13.0 &#x3bc;M, respectively. Moreover, we found several key polar and nonpolar amino acid residues involved in the binding of PsauGOBP2 to the ligands, as reported for other insect OBPs (<xref ref-type="bibr" rid="B50">Tegoni et al., 2004</xref>; <xref ref-type="bibr" rid="B47">Sun et al., 2013</xref>; <xref ref-type="bibr" rid="B31">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B28">Li et al., 2021</xref>). Furthermore, some residues, such as Thr-9, Phe-12, Phe-33, Phe-36, Ile-52, Ser-56, Val-114, Ala-115, and Phe-118, can interact with more than one ligand, indicating that these residues might play prominent roles in the ligand recognition of PsauGOBP2. Further investigation involving site-directed mutagenesis assays is needed to validate the necessity of these residues in the binding of PsauGOBP2 to the five ligands. Of which, site-directed mutagenesis of two predicted polar residues, Thr-9 and Ser-56, is especially needed to understand the binding mechanism of PsauGOBP2 to <italic>Z</italic>11-16: Ac. Of note, we did not find putative polar residues for the binding to dodecanol. This may be due to the characteristics of the compound and/or the parameter we set for the docking analysis. If the we set potential interaction distance to be &#x3c;6&#xa0;&#xc5; (but not &#x3c;4&#xa0;&#xc5;), we could spot some polar amino acid residues that are possibly involved in the binding of PsauGOBP2 to dodecanol.</p>
<p>In summary, our studies provide the expression pattern of OBPs in the antennae of <italic>P</italic>. <italic>saucia</italic>. Among the OBPs, PsauGOBP2 is abundantly expressed in the antennae of both sexes. <italic>In vitro</italic> fluorescence binding assays demonstrated that PsauGOBP2 binds to sex pheromone components as well as some host plant volatiles. Finally, 3D structural modeling and molecular docking showed several amino acid residues in PsauGOBP2 that are involved in ligand binding. The results increase our understanding of the olfactory system of <italic>P</italic>. <italic>saucia</italic> and provide insights into the function and binding mechanism of PsauGOBP2 which would be used as a target for developing olfaction-based management of <italic>P</italic>. <italic>saucia</italic>.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>J-FD, C-HT, and S-LW conceived and designed the study. J-FD, Y-LS, and KW conducted the experiment. J-FD performed the transcriptome data analysis. KW conducted the 3D modelling and molecular docking. J-FD and KW analyzed the data. Y-LS and J-FD wrote the manuscript. C-HT and S-LW revised the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was funded by the National Natural Science Foundation of China (32001917), Science and Technology Innovation Special Project of Henan Academy of Agricultural Sciences (2022TD13), and the Beijing Agriculture Innovation Consortium (BAIC04-2023).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2023.1241324/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphys.2023.1241324/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.zip" id="SM1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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