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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">859965</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2022.859965</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of Luteinizing Hormone Releasing Hormone A2 on Gonad Development in Juvenile Amur Sturgeon, Acipenser schrenckii, Revealed by Transcriptome Profiling Analysis</article-title>
<alt-title alt-title-type="left-running-head">Lv et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Effects of LH-A2 on Development</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lv</surname>
<given-names>Weihua</given-names>
</name>
<xref ref-type="fn" rid="FN1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jin</surname>
<given-names>Shubo</given-names>
</name>
<xref ref-type="fn" rid="FN1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Dingchen</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Nianmin</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jin</surname>
<given-names>Xing</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1404187/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>Key Open Laboratory of Cold Water Fish Germplasm Resources and Breeding of Heilongjiang Province</institution>, <institution>Heilongjiang River Fisheries Research Institute</institution>, <institution>Chinese Academy of Fishery Sciences</institution>, <addr-line>Harbin</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/1432070/overview">Hongtuo Fu</ext-link>, Freshwater Fisheries Research Center (CAFS), China</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/1648513/overview">Hua Wen</ext-link>, Yangtze River Fisheries Research Institute (CAFS), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/785852/overview">Huan Ye</ext-link>, Ministry of Agriculture, Yangtze River Fisheries Research Institute, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/449355/overview">Jinping Chen</ext-link>, Guangdong Academy of Science (CAS), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xing Jin, <email>jinshubo054@sina.com.cn</email>; Ying Zhang, <email>juletzhang@hotmail.com</email>
</corresp>
<fn fn-type="equal" id="FN1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work.</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Livestock Genomics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>859965</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Lv, Jin, Cao, Wang, Jin and Zhang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Lv, Jin, Cao, Wang, Jin and Zhang</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Acipenser schrenckii</italic> is an economically important aquatic species whose gonads require particularly long times to reach sexual maturity. Luteinizing hormone plays important roles in gonad development, and luteinizing hormone releasing hormone A2 (LH-A2) is used as an oxytocin to promote ovulation in aquaculture of <italic>A. schrenckii</italic>. In this study, we aimed to determine the effects of LH-A2 on gonad development in juvenile <italic>A. schrenckii</italic> through transcriptome profiling analysis of the pituitary and gonads after LH-A2 treatment at a dose of 3&#xa0;&#x3bc;g/kg. The 17&#x3b2;-estradiol (E2) levels gradually increased with LH-A2 treatment time, and significantly differed from those of the control group on days 5 and 7 (<italic>p</italic>&#x20;&#x3c; 0.01). However, the content of testosterone (Testo) gradually decreased with LH-A2 treatment time and showed significant differences on day 3 (<italic>p</italic>&#x20;&#x3c; 0.05), and on days 5 and 7 (<italic>p</italic>&#x20;&#x3c; 0.01), compared to those in the control group. Thus, LH-A2 promotes the secretion of E2 and inhibits the secretion of Testo. Transcriptome profiling analysis revealed a total of 2,883 and 8,476 differentially expressed genes (DEGs) in the pituitary and gonads, respectively, thus indicating that LH-A2 has more regulatory effects on the gonads than the pituitary in <italic>A. schrenckii</italic>. Signal transduction, global and overview maps, immune system, endocrine system and lipid metabolism were the main enriched metabolic pathways in both the pituitary and gonads. Sixteen important genes were selected from these metabolic pathways. Seven genes were co-DEGs enriched in both signal transduction and endocrine system metabolic pathways. The other co-DEGs were selected from the immune system and lipid metabolism metabolic pathways, and showed mRNA expression changes of &#x3e;7.0. The expression of five DEGs throughout LH-A2 treatment was verified to show the same patterns of change as those observed with RNA-seq, indicating the accuracy of the RNA-seq in this study. Our findings provide valuable evidence of the regulation of gonad development of juvenile <italic>A. schrenckii</italic> by LH-A2 and may enable the establishment of artificial techniques to regulate gonad development in this species.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Acipenser</italic> schrenckii</kwd>
<kwd>LH-A2</kwd>
<kwd>transcriptome</kwd>
<kwd>pituitary</kwd>
<kwd>gonad</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The Amur sturgeon (<italic>Acipenser schrenckii</italic>) is an important aquatic species providing substantial economic benefits in China. In 2019, the annual production of <italic>A</italic>. <italic>schrenckii</italic> reached 15,317 tons, accounting for approximately 15% of the total sturgeon aquaculture production (<xref ref-type="bibr" rid="B69">Zhang et&#x20;al., 2020</xref>). The optimum aquaculture temperature of <italic>A. schrenckii</italic> is 18&#x2013;22&#xb0;C. The main distributed regions of <italic>A. schrenckii</italic> are in the Amur, Songhua and Heilongjiang Rivers (<xref ref-type="bibr" rid="B35">Li et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2020</xref>), while the main aquaculture regions include Yunnan, Guizhou, Shandong and Hebei Provinces (<xref ref-type="bibr" rid="B69">Zhang et&#x20;al., 2020</xref>). Sturgeon eggs are highly valuable and consequently are sometimes called &#x201c;black gold.&#x201d; Female sturgeons are therefore preferred in the sturgeon aquaculture industry. However, the long period required for <italic>A. schrenckii</italic> to reach sexual maturity poses a severe problem in the sustainable development of the artificial aquaculture industry for this species. The gonadal primordia of <italic>A. schrenckii</italic> are first observed at 60&#xa0;days after hatching, and the gonads begin to differentiate at 170&#xa0;days after hatching, on the basis of histological observations (<xref ref-type="bibr" rid="B71">Zhang et&#x20;al., 2012</xref>). However, the time required for gonad maturity in <italic>A. schrenckii</italic> is 5&#x2013;7&#xa0;years for testis development and 9&#x2013;12&#xa0;years for ovary development under artificial aquaculture conditions (<xref ref-type="bibr" rid="B52">Qu et&#x20;al., 2010</xref>). Therefore, the mechanisms of sex determination and reproduction of <italic>A</italic>. <italic>schrenckii</italic> must urgently be fully understood to establish artificial techniques to regulate ovarian development. Previous studies have identified many reproductive genes in <italic>A</italic>. <italic>schrenckii</italic>, and determined their potential functions in the sex-determination and reproduction mechanisms (<xref ref-type="bibr" rid="B29">Jin et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B39">Lv et&#x20;al., 2021</xref>). However, more studies must be performed.</p>
<p>The hypothalamus&#x2013;pituitary&#x2013;gonad (HPG) axis in vertebrates regulates gonad maturity (<xref ref-type="bibr" rid="B47">Nagahama 2005</xref>; <xref ref-type="bibr" rid="B31">Kim et&#x20;al., 2014</xref>). Gonadotropin-releasing hormone (GnRH) is secreted by the hypothalamus under normal conditions. GnRH promotes ovarian development through stimulating the secretion of follicle stimulating hormone and luteinizing hormone (LH) (<xref ref-type="bibr" rid="B6">Coccia and Rizzello 2008</xref>; <xref ref-type="bibr" rid="B16">Gr&#xfc;ndker and Emons 2021</xref>). LH is secreted by the anterior pituitary gonadotrophs and is classified as a gonadotropin promoting gonad development. LH binds specific transmembrane receptors localized primarily in the ovarian cells and subsequently promotes ovarian development. In the ovaries, LH is required to promote and mediate ovulation through regulating the synthesis of androgens in follicular theca cells. LH then helps maintain the secretion of progesterone after ovulation and is required for blastocyst implantation in the uterus (<xref ref-type="bibr" rid="B50">Paoli et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B17">Guo et&#x20;al., 2021</xref>). LH is also used in infertility treatment in women (<xref ref-type="bibr" rid="B59">Soleimanifar et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B49">Orlova et&#x20;al., 2017</xref>). LH was reported to be involved in the process of ovarian development in salmonid fish (<xref ref-type="bibr" rid="B30">Josep et&#x20;al., 2000</xref>) and <italic>Ictalurus punctatus</italic> (<xref ref-type="bibr" rid="B33">Kristanto et&#x20;al., 2009</xref>), while caused the sex reversal in <italic>Monopterus albus</italic> (<xref ref-type="bibr" rid="B60">Tang et&#x20;al., 1974</xref>). The cDNA sequences of luteinizing hormone <italic>&#x3b2;</italic> were cloned from <italic>Kryptolebias marmoratus</italic> (<xref ref-type="bibr" rid="B54">Rhee et&#x20;al., 2009</xref>), <italic>Anguilla dieffenbachia</italic> (<xref ref-type="bibr" rid="B55">Saito et&#x20;al., 2003</xref>), and <italic>Engraulis japonicus</italic> (<xref ref-type="bibr" rid="B48">Ohkubo et&#x20;al., 2010</xref>), and proven to be involved in the ovarian development. In sturgeon artificial aquaculture, luteinizing hormone releasing hormone A2 (LH-A2) is used as an oxytocin to promote ovulation in sturgeons. Previous studies have identified the essential regulatory roles of KiSS1 and gonadotropin-releasing hormone analogue (GnRH-a) in the regulation of the HPG axis, thus affecting ovarian development in <italic>A</italic>. <italic>schrenckii</italic> (<xref ref-type="bibr" rid="B29">Jin et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B39">Lv et&#x20;al., 2021</xref>). However, the effects of LH-A2 in promoting ovarian development and ovulation remain unclear. The genes regulated by LH-A2 treatment must be determined. Understanding the effects of LH-A2 is essential for establishing artificial techniques to shorten ovarian development in <italic>A</italic>. <italic>schrenckii</italic>.</p>
<p>In this study, LH-A2 was injected into juvenile <italic>A</italic>. <italic>schrenckii</italic> at 60&#xa0;days after hatching. The important metabolic pathways and genes regulated by treatment with LH-A2 at 3&#xa0;&#x3bc;g/kg were identified through transcriptome profiling analysis of the gonads and pituitary. To assess the effects of LH-A2 on gonad development, we analysed the crucial differentially expressed genes (DEGs) throughout LH-A2 treatment by using quantitative real-time PCR (qPCR). The combined results provide valuable evidence for regulating gonad development in juvenile <italic>A. schrenckii</italic>.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Ethics Approval</title>
<p>All fish handling and experimental procedures involved in this study were approved by the Animal Care and Use Committee of the Heilongjiang River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Harbin, on the basis of the relevant guidelines and regulations.</p>
</sec>
<sec id="s2-2">
<title>Sample Collection</title>
<p>The <italic>A</italic>. <italic>schrenckii</italic> in this study were hatched from a full-sibling population, and fed at the Amur Sturgeon Breeding and Engineering Centre, Heilongjiang River Fisheries Research Institute, Chinese Academy of Fishery Sciences. The new hatching fishes were maintained in the aerated water at 16&#xb0;C with a dissolved oxygen content of &#x2265;6&#xa0;mg/L, and were fed sturgeon commercial fodder purchased from Shandong Shengsuo Feed Technology Co., Ltd. Each day, fish were fed twice with 2% of their total weight. A total of 200 fishes with body weights of 41.29&#x2013;44.19&#xa0;g were collected from the full-sibling population at 60&#xa0;days after hatching and randomly divided into two groups. The gonad differentiation and development sensitive period has been shown to begin 60&#xa0;days after hatching (<xref ref-type="bibr" rid="B71">Zhang et&#x20;al., 2012</xref>). LH-A2 was purchased from Ningbo Sansheng Pharmaceutical Co., Ltd. The control group was injected with the 0.9% physiological saline; the experimental group was injected with LH-A2 at a dose of 3&#xa0;&#x3bc;g/kg, which is commonly used in our <italic>A</italic>. <italic>schrenckii</italic> aquaculture program to promote ovulation (<xref ref-type="bibr" rid="B12">Gao et&#x20;al., 2020</xref>). LH-A2 was dissolved to 3&#xa0;&#x3bc;g/&#x3bc;L in 0.9% physiological saline, then injected into the muscle through the first dorsal bone plate, according to the body weight of each fish. The amount of injected 0.9% physiological saline was also determined, on the basis of the body weight of each fish. Blood samples from 15 individuals of <italic>A</italic>. <italic>schrenckii</italic> were collected from the control group and LH-A2 group at 0, 1, 3, 5 and 7&#xa0;days after injection for the measurement of testosterone (Testo) and 17&#x3b2;-estradiol (E2) content. A blood sample was drawn from the tail vein of each <italic>A</italic>. <italic>schrenckii</italic>. The blood samples from five individual <italic>A</italic>. <italic>schrenckii</italic> were pooled to form a biological replicate, and three replicates were examined. The pituitaries and gonads sample (<italic>n</italic>&#x20;&#x3d; 15) were collected from the control group and LH-A2 group at day 7 after injection, and transcriptome profiling analysis of the pituitary and gonads was performed between the control group and LH-A2 group. Five tissue samples were pooled to form one biological replicate, and three biological replicates were examined. Gonads and pituitaries of another 15 individuals were collected from the control group and LH-A2 group at 0, 1, 3, 5 and 7&#xa0;days after injection, then subjected to qPCR analysis. Pituitary and gonads from five different <italic>A</italic>. <italic>schrenckii</italic> were pooled to form a biological replicate, and three biological replicates were analysed. The collected tissues were immediately frozen in liquid nitrogen until RNA extraction, to prevent RNA degradation.</p>
</sec>
<sec id="s2-3">
<title>Measurement of Steroid Hormone</title>
<p>The pooled blood samples of <italic>A</italic>. <italic>schrenckii</italic> from days 1, 3, 5 and 7 after LH-A2 and 0.9% physiological saline injection were kept at 4&#xb0;C for 4&#xa0;h, and then centrifuged at 3,000&#xa0;rpm/min for 5&#xa0;min to extract serum. E2 and Testo were then extracted from the serum with 5&#xa0;ml 100% methyl alcohol. The content of E2 and Testo was measured with a BECKMAN ACESS II T Kit on a Beckman Coulter Access two instrument (Kraemer Boulevard Brea, CA, United&#x20;States), according to the manufacturer&#x2019;s protocol (<xref ref-type="bibr" rid="B28">Jin et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B39">Lv et&#x20;al., 2021</xref>). All samples were run in triplicate.</p>
</sec>
<sec id="s2-4">
<title>Transcriptome Profiling Analysis</title>
<p>The DEGs regulated by LH-A2 treatment were identified through transcriptome profiling analysis of the pituitary and gonads in <italic>A</italic>. <italic>schrenckii</italic>. The Illumina High-seq 2500 sequencing platform, which is widely used in transcriptome studies, was used to perform transcriptome profiling analysis. Previous studies have described the detailed procedures for RNA-seq and analysis (<xref ref-type="bibr" rid="B27">Jin et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B26">Jin et&#x20;al., 2021</xref>). The Trinity program (version: trinityrnaseq_r20131110) was used to assemble the clean data into non-redundant transcripts (<xref ref-type="bibr" rid="B15">Grabherr et&#x20;al., 2011</xref>). Gene annotation was then performed in the non-redundant (Nr) database, and the Gene Ontology (GO) (<xref ref-type="bibr" rid="B2">Ashburner et&#x20;al., 2000</xref>), Cluster of Orthologous Groups (COG) (<xref ref-type="bibr" rid="B62">Tatusov et&#x20;al., 2003</xref>) and Kyoto Encyclopaedia of Genes and Genomes (KEGG) databases (<xref ref-type="bibr" rid="B45">Minoru et&#x20;al., 2008</xref>), with an E-value of 10<sup>&#x2013;5</sup> (<xref ref-type="bibr" rid="B27">Jin et&#x20;al., 2013</xref>). The EB-seq algorithm was used to filter the differentially expressed genes, according to the criterion of false discovery rate &#x3c;0.05 (<xref ref-type="bibr" rid="B3">Benjamini et&#x20;al., 2001</xref>). The transcriptome raw reads were annotated in the <italic>Acipenser ruthenus</italic> genome by using Cufflinks (<xref ref-type="bibr" rid="B64">Trapnell et&#x20;al., 2010</xref>).</p>
</sec>
<sec id="s2-5">
<title>qPCR Analysis</title>
<p>qPCR analysis was used to verify the reliability of the RNA-seq data of selected DEGs, regulated by LH-A2. Previously published studies have described the detailed procedures of qPCR analysis (<xref ref-type="bibr" rid="B70">Zhang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Jin et&#x20;al., 2019</xref>). Briefly, total RNA was extracted from each tissue, using the UNlQ-10 Column Trizol Total RNA Isolation Kit (Sangon, Shanghai, China) following the manufacturer&#x2019;s protocol. A total of 1&#xa0;&#x3bc;g total RNA from each tissue was used to synthesize the cDNA template by using the PrimeScript&#x2122; RT reagent Kit (Takara Bio Inc., Japan). The expression level of each tissue was determined using the UltraSYBR Mixture (CWBIO, Beijing, China). The qPCR analysis was performed on a Bio-Rad iCycler iQ5&#x20;Real-Time PCR System (Bio-Rad), and SYBR Green RT-qPCR assays were used. The primers for qPCR analysis are listed in <xref ref-type="table" rid="T1">Table&#x20;1</xref> <italic>&#x3b2;</italic>-actin was used as the reference gene in this study (<xref ref-type="bibr" rid="B58">Shi et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B67">Wu et&#x20;al., 2020</xref>). The qPCR reaction was 95&#xb0;C for 10&#x20;min, followed by 40 cycles of 95&#xb0;C for 15&#xa0;s and 60&#xb0;C for 1&#xa0;min. DEPC-water was used as a negative control instead of the template. The relative expression levels were measured with the 2<sup>&#x2212;&#x394;&#x394;CT</sup> method (<xref ref-type="bibr" rid="B38">Livak and Schmittgen 2001</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Primers used in this&#x20;study.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Gene</th>
<th align="center">Sequence</th>
<th align="center">Melt temperature (&#xb0;C)</th>
<th align="center">Efficiency (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">PKC</td>
<td align="center">F: GGA&#x200b;GAA&#x200b;CAT&#x200b;CAT&#x200b;CCT&#x200b;GGC&#x200b;CA</td>
<td rowspan="2" align="center">60</td>
<td rowspan="2" align="char" char=".">97.9</td>
</tr>
<tr>
<td align="center">R: TCC&#x200b;TTG&#x200b;AGG&#x200b;CTG&#x200b;TCG&#x200b;TTG&#x200b;TG</td>
</tr>
<tr>
<td rowspan="2" align="left">Src</td>
<td align="center">F: AGT&#x200b;ACC&#x200b;ACA&#x200b;GCA&#x200b;AGG&#x200b;TCA&#x200b;GC</td>
<td rowspan="2" align="center">60</td>
<td rowspan="2" align="char" char=".">98.2</td>
</tr>
<tr>
<td align="center">R: AGA&#x200b;ACC&#x200b;AAT&#x200b;GTC&#x200b;GCT&#x200b;CTG&#x200b;GG</td>
</tr>
<tr>
<td rowspan="2" align="left">Trx</td>
<td align="center">F: AAC&#x200b;AAG&#x200b;ATC&#x200b;AAG&#x200b;ACG&#x200b;GGC&#x200b;GA</td>
<td rowspan="2" align="center">60</td>
<td rowspan="2" align="char" char=".">99.1</td>
</tr>
<tr>
<td align="center">R: AAC&#x200b;CGC&#x200b;TCC&#x200b;ATG&#x200b;TCG&#x200b;ATC&#x200b;AA</td>
</tr>
<tr>
<td rowspan="2" align="left">Claudin 4</td>
<td align="center">F: TGT&#x200b;GAC&#x200b;AGT&#x200b;GGC&#x200b;TGT&#x200b;ACG&#x200b;TT</td>
<td rowspan="2" align="center">60</td>
<td rowspan="2" align="char" char=".">98.8</td>
</tr>
<tr>
<td align="center">R: AAC&#x200b;CGC&#x200b;CTG&#x200b;GAT&#x200b;GAT&#x200b;GAA&#x200b;CA</td>
</tr>
<tr>
<td rowspan="2" align="left">ADH3</td>
<td align="center">F: ATG&#x200b;AAT&#x200b;CAC&#x200b;TAC&#x200b;TGG&#x200b;CGC&#x200b;GA</td>
<td rowspan="2" align="center">60</td>
<td rowspan="2" align="char" char=".">98.5</td>
</tr>
<tr>
<td align="center">R: CAG&#x200b;GTT&#x200b;GTC&#x200b;TTG&#x200b;GAA&#x200b;ACG&#x200b;CA</td>
</tr>
<tr>
<td rowspan="2" align="left">&#x3b2;-actin</td>
<td align="center">F: ATC&#x200b;GCC&#x200b;GCA&#x200b;CTG&#x200b;GTT&#x200b;GTT&#x200b;GA</td>
<td rowspan="2" align="center">60</td>
<td rowspan="2" align="char" char=".">97.6</td>
</tr>
<tr>
<td align="center">R: ATG&#x200b;CCG&#x200b;TGC&#x200b;TCG&#x200b;ATG&#x200b;GGA&#x200b;TA</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-6">
<title>Statistical Analysis</title>
<p>All statistics were measured in SPSS Statistics 23.0. Quantitative data are expressed as the mean&#x20;&#xb1; SD. Statistical differences were estimated by one-way ANOVA followed by LSD and Duncan&#x2019;s multiple range test for qPCR analysis in different mature tissues. The statistical significance of differences in Testo and E2 on the same day between the control group and experimental group, and verification of RNA-seq data were determined with paired t-tests. A probability level of 0.05 was considered to indicate significance (<italic>p</italic>&#x20;&#x3c;&#x20;0.05).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Measurement of Steroid Hormone</title>
<p>The effects of LH-A2 on the secretion of E2 and Testo in the serum in juvenile <italic>A</italic>. <italic>schrenckii</italic> are shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. The content of E2 gradually increased with LH-A2 treatment time at a dose of 3&#xa0;&#x3bc;g/kg. The content of E2 reached a peak at 7&#xa0;days after LH-A2 treatment, and was different from that at the other tested time points except 5&#xa0;days (<italic>p</italic>&#x20;&#x3c; 0.05). The contents of E2 at days 5 and 7 after LH-A2 treatment showed significant difference with those of the control group on the same day (<italic>p</italic>&#x20;&#x3c; 0.01) (<xref ref-type="fig" rid="F1">Figures 1A</xref>). However, the changes in Testo showed an opposite secretion pattern from that of E2, revealing a gradual decrease with LH-A2 treatment time. The highest content of Testo was observed at 0&#xa0;days. The content of Testo was different from that in the control group at 3, 5 and 7&#xa0;days after LH-A2 treatment (<italic>p</italic>&#x20;&#x3c; 0.05) (<xref ref-type="fig" rid="F1">Figures&#x20;1B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The content of E2 and Testo level at different time points after the treatment of LH-A2 at the dose of 3&#xa0;&#x3bc;g/kg. Lowercases indicated the signifcant difference between different time points in the same treated group, and capital letters indicated the significant difference between control group and LH-A2 group on the same day (<italic>p</italic>&#x20;&#x3c; 0.05). <bold>(A)</bold> The content of E2; <bold>(B)</bold> The content of Testo.</p>
</caption>
<graphic xlink:href="fgene-13-859965-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Length Distribution</title>
<p>Illumina Hiseq2500 was used to produce reads for clustering and <italic>de novo</italic> assembly. A total of 66.5&#xa0;Gb raw reads were generated. Approximately 63.4&#xa0;Gb clean reads remained after elimination of adapter sequences and filtering out low-quality reads (the number of bases in each read was less than 25&#xa0;bp). The De novo program was used to assemble the <italic>A. schrenckii</italic> transcriptome. A total of 140,769 unigenes were assembled with a mean length of 967&#xa0;bp. Most unigenes (34.2%) were 300&#x2013;400&#xa0;bp in length, followed by 400&#x2013;500&#xa0;bp (12.6%) and &#x3e;3,000&#xa0;bp (8.8%).</p>
</sec>
<sec id="s3-3">
<title>Functional Annotation</title>
<p>All assembled unigenes were compared with the non-redundant protein database and nucleotide sequences in NCBI to identify their putative functions, by using Blastp and Blastx at an E-value of &#x3c;10<sup>&#x2013;5</sup>. A total of 140,769 unigenes were assembled in this study, 54,590 of which were annotated in the Nr database. Approximate 70% of the raw reads were highly matched with the <italic>A. ruthenus</italic> genome. A total of 13,736 unigenes were finally annotated in the <italic>A. ruthenus</italic> genome. The other unannotated unigenes maybe caused by the analysis without reference genome whose functions have not yet been identified. The functions of these unannotated transcripts require further investigation.</p>
<p>Additional functional analysis of these unigenes was performed with the GO, COG and KEGG pathway databases. GO and COG provide a structured, controlled vocabulary for describing the functions of gene products. A total of 29,622 unigenes (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) and 44,515 unigenes (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>) matched known proteins in the GO database and COG database, respectively. A total of 50,177 unigenes matched known proteins in the KEGG database and were divided into 258 metabolic pathways.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Gene ontology (GO) analysis of all unigenes identified by the transcriptome analysis. The left <italic>y</italic>-axis indicates the percentage of a specific category of proteins existed in the main category, whereas the right <italic>y</italic>-axis indicates the number of a specific category of proteins existed in main category. The matched unigenes were divided into three categories, including biological process (62,493), cellular component (67,146), and molecular function (32,643). The matched unigenes were comprised of 61 functional groups, in which the number of unigenes in each functional group ranged from 1 to 14,996. Binding; Cellular process, Cell, Cell part and membrane represent the top five functional groups.</p>
</caption>
<graphic xlink:href="fgene-13-859965-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Cluster of orthologous groups (COG) classification of all unigenes identified by the transcriptome analysis. The matched unigenes were classified functionally into 25 functional categories in the COG database. The number of unigenes in each functional category ranged from 257 to&#x20;11782.</p>
</caption>
<graphic xlink:href="fgene-13-859965-g003.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Identification of Differentially Expressed Genes</title>
<p>Transcriptome profiling analysis of the gonads and pituitary was performed between 0.9% physiological saline treated <italic>A. schrenckii</italic> and LH-A2 treated <italic>A. schrenckii</italic>, to select the genes and metabolic pathways involved in gonad development in juvenile <italic>A. schrenckii</italic>. A total of 2,883 genes were differentially expressed in the pituitary, including 1,612 upregulated genes and 1,271 downregulated genes in LH-A2 treated <italic>A. schrenckii</italic> (criteria of &#x3e;2.0 for upregulation and &#x3c;0.50 for downregulation, and <italic>p</italic>-value &#x3c; 0.01) (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). The DEGs were then blasted against the GO and KEGG database. A total of 1,005 DEGs were assigned to the GO database, comprising 49 functional groups. Binding, cellular process, cell, cell part and membrane represented the main functional groups, in which the number of DEGs exceeded 350. A total of 1,009 DEGs matched the known proteins in the KEGG database and were divided into 44 metabolic pathways. Signal transduction, global and overview maps, infectious diseases: viral, immune system and endocrine&#x20;system were the most enriched metabolic pathways in the&#x20;gonad.</p>
<p>A total of 8,476 DEGs were identified in the gonads, including 3,748 that were upregulated and 4,728 that were downregulated in LH-A2 treated <italic>A. schrenckii</italic>, according to the same criteria as those for the pituitary (<xref ref-type="sec" rid="s10">Supplementary Table S2</xref>). Among these 8,476 DEGs, 2,417 were assigned to the GO database. These DEGs comprised 55 functional groups, and the number of DEGs in each functional group ranged from 1 to 1,115. Binding, cellular process, catalytic activity, membrane, cell and cell part were the main functional groups, in which the number of DEGs exceeded 850. A total of 2,540&#xa0;DEGs matched the known protein in KEGG database and were divided into 43 metabolic pathways. Signal transduction, global and overview maps, immune system, endocrine system and lipid metabolism were the main enriched metabolic pathways in the pituitary.</p>
</sec>
<sec id="s3-5">
<title>Identification of Genes for Gonad Development</title>
<p>The strong candidate genes potentially involved in gonad development of <italic>A</italic>. <italic>schrenckii</italic> are listed in <xref ref-type="table" rid="T2">Table&#x20;2</xref>. These genes were selected from the main enriched metabolic pathways of DEGs in both pituitary and gonad. The co-DEGs were identified as the genes differentially expressed in both the pituitary and gonads. Seven co-DEGs were enriched in both signal transduction and endocrine system metabolic pathways, four of which were upregulated and three of which were downregulated after LH-A2 treatment. The other co-DEGs were identified from the immune system and lipid metabolism metabolic pathways, and the upregulated expression changes were &#x3e;7.0.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Selected DEGs involved in the gonad development of <italic>A</italic>. <italic>schrenckii</italic>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Gene</th>
<th rowspan="2" align="center">
<italic>p</italic>-value</th>
<th rowspan="2" align="center">Accession number</th>
<th rowspan="2" align="center">Metabolic pathway</th>
<th colspan="2" align="center">Folder change (LH-A2 vs Control)</th>
</tr>
<tr>
<th align="center">Pituitary</th>
<th align="center">Gonad</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Proto-oncogene tyrosine-protein kinase Src</td>
<td align="center">3.65E-12</td>
<td align="center">XP_014023654.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">7.16</td>
<td align="char" char=".">6.32</td>
</tr>
<tr>
<td align="left">Protein kinase C</td>
<td align="center">1.74E-05</td>
<td align="center">XP_006633404.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">4.31</td>
<td align="char" char=".">6.32</td>
</tr>
<tr>
<td align="left">Nuclear receptor subfamily 4</td>
<td align="center">2.47E-42</td>
<td align="center">XP_018616202.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">2.36</td>
<td align="char" char=".">3.52</td>
</tr>
<tr>
<td align="left">HRAS-like suppressor 3</td>
<td align="center">6.43E-202</td>
<td align="center">XP_015218238.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">3.69</td>
<td align="char" char=".">2.79</td>
</tr>
<tr>
<td align="left">Collagen alpha-1</td>
<td align="center">3.57E-05</td>
<td align="center">EMP35428.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">&#x2212;2.36</td>
<td align="char" char=".">&#x2212;2.11</td>
</tr>
<tr>
<td align="left">Transcription factor 7</td>
<td align="center">4.56E-30</td>
<td align="center">XP_006630833.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">&#x2212;2.15</td>
<td align="char" char=".">&#x2212;2.83</td>
</tr>
<tr>
<td align="left">Ficolin-1</td>
<td align="center">1.71E-05</td>
<td align="center">EMP28399.1</td>
<td align="left">Signal transduction; Endocrine system</td>
<td align="char" char=".">&#x2212;2.13</td>
<td align="char" char=".">&#x2212;2.79</td>
</tr>
<tr>
<td align="left">Alcohol dehydrogenase class-3</td>
<td align="center">5.51E-25</td>
<td align="center">XP_006629873.1</td>
<td align="left">Lipid metabolism</td>
<td align="char" char=".">8.12</td>
<td align="char" char=".">10.15</td>
</tr>
<tr>
<td align="left">Prostaglandin f synthase</td>
<td align="center">2.06E-08</td>
<td align="center">ORC86208.1</td>
<td align="left">Lipid metabolism</td>
<td align="char" char=".">7.08</td>
<td align="char" char=".">7.56</td>
</tr>
<tr>
<td align="left">Beta domain protein</td>
<td align="center">2.46E-05</td>
<td align="center">KHJ90253.1</td>
<td align="left">Lipid metabolism</td>
<td align="char" char=".">7.04</td>
<td align="char" char=".">8.51</td>
</tr>
<tr>
<td align="left">Pol protein</td>
<td align="center">1.55E-05</td>
<td align="center">AAC16764.1</td>
<td align="left">Lipid metabolism</td>
<td align="char" char=".">8.37</td>
<td align="char" char=".">10.82</td>
</tr>
<tr>
<td align="left">Thioredoxin</td>
<td align="center">4.10E-07</td>
<td align="center">XP_012248332.1</td>
<td align="left">Immune system</td>
<td align="char" char=".">9.34</td>
<td align="char" char=".">8.21</td>
</tr>
<tr>
<td align="left">Foldase protein</td>
<td align="center">2.46E-05</td>
<td align="center">XP_017036539.1</td>
<td align="left">Immune system</td>
<td align="char" char=".">11.37</td>
<td align="char" char=".">7.21</td>
</tr>
<tr>
<td align="left">Microtubule-associated protein</td>
<td align="center">1.48E-16</td>
<td align="center">XP_016837448.1</td>
<td align="left">Immune system</td>
<td align="char" char=".">7.21</td>
<td align="char" char=".">7.89</td>
</tr>
<tr>
<td align="left">DNA-directed RNA polymerase</td>
<td align="center">4.39E-29</td>
<td align="center">CDW59665.1</td>
<td align="left">Immune system</td>
<td align="char" char=".">11.36</td>
<td align="char" char=".">8.69</td>
</tr>
<tr>
<td align="left">Claudin-4</td>
<td align="center">5.46E-12</td>
<td align="center">XP_006640934.1</td>
<td align="left">Immune system</td>
<td align="char" char=".">8.31</td>
<td align="char" char=".">11.42</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-6">
<title>qPCR Analysis</title>
<p>Five DEGs were selected for qPCR analysis throughout LH-A2 treatment: Protein kinase C (PKC), Proto-oncogene tyrosine-protein kinase Src (Src), Thioredoxin (Trx), Claudin-4 and Alcohol dehydrogenase class-3 (ADH-3). The expression of these five tested DEGs generally remained stable at various time points after the treatment with 0.9% saline in the pituitary, as compared with the changes under LH-A2 treatment. The expression of <italic>As-Src</italic> and As-Claudin4 gradually increased with LH-A2 treatment time. The expression of As-PKC and As-ADH3 slightly decreased 1&#xa0;day after LH-A2 treatment, then significantly increased and reached a peak after 7&#xa0;days of LH-A2 treatment. However, the expression of As-Trx significantly increased from 0 to 3&#xa0;days after LH-A2 treatment, and then gradually decreased by 7&#xa0;days. The expressions of these five tested DEGs at day 5 and day 7 were significantly lower in the 0.9% saline group than the LH-A2 group (<italic>p</italic>&#x20;&#x3c; 0.05), in agreement with the RNA-seq results (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Expression characterization of five DEGs in pituitary at different time points after the LH-A2 treatment. The amount of five DEGs mRNA was normalized to the <italic>&#x3b2;</italic>-actin transcript level. Data are shown as mean&#x20;&#xb1; SD (standard <italic>deviation</italic>) of tissues from three biological replicates. Lowercases indicated the signifcant difference between different time points in the same treated group, and capital letters indicated the significant difference between control group and LH-A2 group on the same day (<italic>p</italic>&#x20;&#x3c; 0.05). <bold>(A)</bold> Expression characterization of As-PKC; <bold>(B)</bold> Expression characterization of <italic>As-Src</italic>; <bold>(C)</bold> Expression characterization of As-Trx; <bold>(D)</bold> Expression characterization of As-Claudin4; <bold>(E)</bold> Expression characterization of As-ADH3.</p>
</caption>
<graphic xlink:href="fgene-13-859965-g004.tif"/>
</fig>
<p>In gonads, the expression of As-PKC, <italic>As-Src</italic>, As-Trx and As-Claudin4 gradually increased with LH-A2 treatment time, whereas the expression of As-ADH3 slightly decreased at 1&#xa0;day after LH-A2 treatment, then significantly increased and reached a peak at 7&#xa0;days after LH-A2 treatment. The expression changes in these five DEGs in the gonads were similar to those in the pituitary, showing significantly lower expression in the 0.9% saline group than the LH-A2 group at days 5 and 7 (<italic>p</italic>&#x20;&#x3c; 0.05), in agreement with the RNA-seq results (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Expression characterization of five DEGs in gonad at different time points after the LH-A2 treatment. The amount of five DEGs mRNA was normalized to the <italic>&#x3b2;</italic>-actin transcript level. Data are shown as mean&#x20;&#xb1; SD (standard <italic>deviation</italic>) of tissues from three biological replicates. Lowercases indicated the signifcant difference between different time points in the same treated group, and capital letters indicated&#x20;the significant difference between control group and LH-A2 group on the&#x20;same day (<italic>p</italic>&#x20;&#x3c; 0.05). <bold>(A)</bold> Expression characterization of As-PKC; <bold>(B)</bold> Expression characterization of <italic>As-Src</italic>; <bold>(C)</bold> Expression characterization of As-Trx; <bold>(D)</bold> Expression characterization of As-Claudin4; <bold>(E)</bold> Expression characterization of As-ADH3.</p>
</caption>
<graphic xlink:href="fgene-13-859965-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In the present study, through transcriptome profiling analysis, we aimed to select the important genes and metabolic pathways in the gonads and pituitary regulated by LH-A2, which is widely used in sturgeon aquaculture to promote ovulation. LH has been proven to be involved in the process of gonad development and ovulation in many aquaculture species (<xref ref-type="bibr" rid="B60">Tang et&#x20;al., 1974</xref>; <xref ref-type="bibr" rid="B30">Josep et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B33">Kristanto et&#x20;al., 2009</xref>). Our previous study identified the important regulatory roles of KiSS1 in the HPG axis (<xref ref-type="bibr" rid="B29">Jin et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B39">Lv et&#x20;al., 2021</xref>). However, the regulatory roles of LH-A2 in <italic>A. schrenckii</italic> remained unclear. The biological functions of genes regulated by LH-A2 treatment must be further investigated, especially those of the up-regulated genes. There genes may play essential roles in the ovarian maturity and development of <italic>A</italic>. <italic>schrenckii</italic> and thus may support the development of artificial techniques to regulate gonad development in this species.</p>
<p>In the present study, the content of E2 increased with LH-A2 treatment time at a dose of 3&#xa0;&#x3bc;g/kg, whereas the content of Testo decreased. LH is required for ovarian maturity and ovulation in vertebrates. LH-A2 is widely used as an oxytocin to promote ovulation in sturgeon aquaculture programs. E2, which is produced and secreted by the granulosa cells of the ovarian follicles, promotes female differentiation and sexual development (<xref ref-type="bibr" rid="B20">Hodgin et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B40">Maggiolini et&#x20;al., 2004</xref>). Testosterone is a major sex differentiation hormone in vertebrates, and is commonly detected in the haemolymph and testis. Testosterone is essential for sexual development in males (<xref ref-type="bibr" rid="B57">Shalender and Stuart 2019</xref>; <xref ref-type="bibr" rid="B22">Huang et&#x20;al., 2021</xref>). The dose of LH-A2 at 3&#xa0;&#x3bc;g/kg stimulated the secretion of E2 in <italic>A</italic>. <italic>schrenckii</italic> and inhibited the secretion of Testo, thus indicating that LH-A2 is involved in ovarian maturity in <italic>A</italic>. <italic>schrenckii</italic>.</p>
<p>A total of 140,769 unigenes were assembled, substantially more than in previous studies; therefore, this study provides valuable information for the analysis of gonad development in <italic>A. schrenckii</italic> (<xref ref-type="bibr" rid="B29">Jin et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B39">Lv et&#x20;al., 2021</xref>). Approximate 70% raw reads were highly matched with the <italic>Acipenser ruthenus</italic> genome, and a total of 13,736 unigenes were finally annotated in the <italic>A. ruthenus</italic> genome, indicating <italic>A. schrenckii</italic> has close evolutionary relationship with <italic>A. ruthenus</italic> (<xref ref-type="bibr" rid="B5">Cheng et&#x20;al., 2019</xref>). A total of 2,883 DEGs and 8,476 DEGs were identified in the pituitary and gonads, respectively, after the injection of LH-A2. Therefore, LH-A2 has more regulatory roles in the gonads than the pituitary. GO analysis of DEGs revealed that binding, cellular process, catalytic activity, membrane, cell and cell part were the main functional groups regulated by LH-A2, according to transcriptome profiling analysis of both the pituitary and gonads. Consequently, the genes involved in gonad development in <italic>A. schrenckii</italic> were mainly enriched in these functional groups.</p>
<p>KEGG analysis of DEGs revealed a total of 187 and 74 DEGs in the gonads and pituitary, respectively, which were involved in the most enriched metabolic pathways in the transcriptome profiling analysis of the pituitary and gonads. Thus, signal transduction and endocrine system metabolic pathways may play essential roles in gonad development in juvenile <italic>A</italic>. <italic>schrenckii</italic>, as well as the DEGs in these metabolic pathways. The endocrine system includes various endocrine glands, including the hypothalamus, pituitary, pineal, thyroid, parathyroid, adrenal, pancreas, ovaries and testes. These glands can secrete nitrogen-containing hormones and steroid hormones (<xref ref-type="bibr" rid="B13">Garcia-Reyero 2018</xref>; <xref ref-type="bibr" rid="B68">Yuan et&#x20;al., 2021</xref>). The bloodstream carries hormones from the organs where they are produced to the organs that they affect. Each hormone influences an organ or a type of cells within an organ, which is known as the target organ or target cell (<xref ref-type="bibr" rid="B13">Garcia-Reyero 2018</xref>). Signal transduction involves numerous elements, all playing essential roles in target cells in the recognition of their specific hormones (<xref ref-type="bibr" rid="B42">McIlwraith and Belsham 2020</xref>). Organs transfer chemical signals through blood-borne transmission. The target cells have receptors that specifically bind the corresponding hormones and exert effects after hormones binding. A reasonable explanation for this is that the metabolic pathways work together to recognise the specific hormone, in order to promote the ovarian development and ovulation in <italic>A</italic>. <italic>schrenckii</italic>. We selected seven co-DEGs enriched in the signal transduction and endocrine system metabolic pathways in both the gonads and pituitary. Among these DEGs, four were upregulated in the gonads and pituitary, whereas the other three were downregulated. The expressions of PKC and Src were up-regulated after LH-A2 treatment, which may affect the ovarian development and ovulation in <italic>A</italic>. <italic>schrenckii</italic>. PKC activation plays an important role in controlling the functions of other proteins in multiple signal transduction cascades. PKC was initially defined as a participant in the regulation of hyperglycaemia (<xref ref-type="bibr" rid="B14">Gopalakrishna and Jaken 2000</xref>; <xref ref-type="bibr" rid="B24">Inoguchi et&#x20;al., 2000</xref>). PKC activation was further identified to regulate several biological processes, including the inhibition of eNOS expression in endothelial cells (<xref ref-type="bibr" rid="B34">Kuboki et&#x20;al., 2000</xref>), the stimulation of VEGF expression in vascular smooth muscle cells (<xref ref-type="bibr" rid="B66">Williams et&#x20;al., 1997</xref>), a decrease in NO production in smooth muscle cells (<xref ref-type="bibr" rid="B11">Ganz and Seftel 2000</xref>) and the activation of NF-&#x3ba;B (<xref ref-type="bibr" rid="B18">Ha et&#x20;al., 2002</xref>). Src has been identified to be an important factor with a wide range of biological functions, including cell proliferation, adhesion, angiogenesis, organisation of the cell skeleton, cell division and cell death (<xref ref-type="bibr" rid="B9">Dunant and Ballmer-Hofer 1997</xref>; <xref ref-type="bibr" rid="B51">Parsons and Parsons 2004</xref>; <xref ref-type="bibr" rid="B23">Ingley 2008</xref>; <xref ref-type="bibr" rid="B63">Tegtmeyer and Backert 2011</xref>; <xref ref-type="bibr" rid="B32">Kinsey 2014</xref>). Src has also been reported to participate in the treatment of ILT herpesvirus (<xref ref-type="bibr" rid="B36">Li et&#x20;al., 2016</xref>) and macrophage-myofibroblast transition-driven fibrotic diseases (<xref ref-type="bibr" rid="B61">Tang et&#x20;al., 2018</xref>).</p>
<p>The immune system and lipid metabolism were two major metabolic pathways enriched in both the pituitary and gonads. The immune system involves complex mechanisms of defence responses, and is found in humans and other advanced <ext-link ext-link-type="uri" xlink:href="https://www.britannica.com/animal/vertebrate">vertebrates</ext-link>, in which it promotes stress resistance. The nonspecific defence system (innate immunity) and specific defence system (acquired immunity) work together in organisms to prevent microorganisms from entering and proliferating within the body. Nonspecific protective mechanisms target&#x20;all microorganisms equally, whereas specific immune responses are tailored to particular types of invaders. These immune mechanisms also help eliminate abnormal <ext-link ext-link-type="uri" xlink:href="https://www.britannica.com/science/cell-biology">cells</ext-link> in the body (<xref ref-type="bibr" rid="B1">Ader et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B10">Estrada et&#x20;al., 2021</xref>). A reasonable explanation for the enrichment of the immune system is that LH-A2 treatment might be involved in gonad development. Thus, aged or abnormal cells must be digested, to adapt the LH-A2 treatment. A total of 24&#x20;co-DEGs were selected, five of which were upregulated in the LH-A2 treated group, with an expression change &#x3e;7.0. Tight junctions, the main apical component of intercellular junctional complexes, play essential roles in establishing cell polarity and paracellular permeability (<xref ref-type="bibr" rid="B65">Tsukita and Furuse 2000</xref>). The Claudin family forms integral constituents of tight junctions (<xref ref-type="bibr" rid="B46">Morita et&#x20;al., 1999</xref>), consisting of at least 20 transmembrane proteins, and are a major factor in establishing the intercellular barrier (<xref ref-type="bibr" rid="B19">Heiskala et&#x20;al., 2001</xref>). Claudin-4 is an integral constituent of tight junctions and is overexpressed in pancreatic cancer (<xref ref-type="bibr" rid="B44">Michl et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B43">Michl et&#x20;al., 2003</xref>) and ovarian cancer (<xref ref-type="bibr" rid="B53">Rangel et&#x20;al., 2003</xref>). Overexpression of Claudin-4 has also been reported to regulate the levels of Claudin-1, -2, or -3, occludin or ZO-1 (<xref ref-type="bibr" rid="B25">Itallie et&#x20;al., 2001</xref>). Trx is a ubiquitous disulfide reductase responsible for maintaining proteins in their reduced state (<xref ref-type="bibr" rid="B21">Holmgren 1985</xref>). Trx is a negative regulator of Apoptosis signal-regulating kinase 1 (<xref ref-type="bibr" rid="B56">Saitoh et&#x20;al., 1998</xref>). In addition, thioredoxin-interacting protein is associated with oxidative stress and participates in the pathogenesis of type 2 diabetes (<xref ref-type="bibr" rid="B72">Zhou et&#x20;al., 2010</xref>).</p>
<p>Lipid metabolism is another important metabolic pathway enriched in both the pituitary and gonads. Lipid metabolism is a complicated process regulating lipid synthesis and degradation. It is controlled by many bioregulators from the pituitary, liver, endocrine pancreas, adipose tissue and the gut microbiome. Lipid metabolism is regulated by several hormones, as well as the presence of cancer or pregnancy. Leptin affects lipid metabolism through regulating the mRNA levels and concentrations of enzymes such as acetyl-CoA carboxylase in adipocytes (<xref ref-type="bibr" rid="B7">Dahl et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B41">Markevich et&#x20;al., 2021</xref>). A reasonable explanation for this is that lipid metabolism provided energy for ovarian development after the treatment of <italic>LH-A2</italic> in <italic>A</italic>. <italic>schrenckii</italic>. A total of co-13 DEGs were selected, four of which were upregulated in the LH-A2 treated group, with an expression change &#x3e;7.0. Alcohol dehydrogenase (ADH) is a principal enzyme participating in the oxidation of ingested ethanol in humans (<xref ref-type="bibr" rid="B4">Ca&#xf1;estro et&#x20;al., 2010</xref>). ADH3 has been found to be involved in the synthesis of retinoic acid in chordates (<xref ref-type="bibr" rid="B8">Dong et&#x20;al., 1996</xref>).</p>
<p>Five DEGs from these main enriched metabolic pathways were selected for qPCR verification throughout LH-A2 treatment. This study reports the first analysis of the expression of these five genes under regulation by LH-A2 treatment. qPCR analysis revealed that the expression of <italic>As-Src</italic> and As-Claudin4 gradually increased with LH-A2 treatment time in the pituitary, whereas As-PKC and As-ADH3 required several days to respond to the regulation by LH-A2. Interestingly, LH-A2 upregulated the expression of As-Trx for only several days. In gonads, only As-ADH3 required several days to respond to regulation by LH-A2, whereas the expression of the other four DEGs gradually increased with LH-A2 treatment time. This finding also indicated that LH-A2 has more essential regulatory roles in the gonads than the pituitary in <italic>A. schrenckii</italic>.</p>
<p>In conclusion, the measurements of the content of E2 and Testo after LH-A2 treatment revealed that LH-A2 stimulates the secretion of E2 while inhibiting the secretion of Testo in <italic>A. schrenckii</italic>. These results are consistent with findings from aquaculture indicating that LH-A2 promotes ovulation in <italic>A. schrenckii</italic>. Transcriptome profiling analysis revealed a total of 2,883 and 8,476 in the pituitary and gonads, respectively, indicating that LH-A2 has more regulatory effects on the gonads than the pituitary. Transcriptome profiling analysis also revealed that the metabolic pathways of signal transduction, global and overview maps, immune system, endocrine system and lipid metabolism, and their enriched upregulated co-DEGs, may play essential roles in ovarian development in <italic>A. schrenckii</italic>. qPCR analysis revealed that LH-A2 stimulated the expression of these tested co-DEGs at 7&#xa0;days after treatment in the pituitary and gonads, findings consistent with those of RNA-seq, whereas differences were observed in the regulatory processes. The genes, which were rapidly responded to the LH-A2 treatment, may play essential regulatory roles in gonad development in <italic>A. schrenckii</italic>. The biological functions of these genes need further investigation in <italic>A. schrenckii</italic>. The artificial technique to regulate the process of ovarian development maybe established in <italic>A. schrenckii</italic> through affecting the expressions of these selected genes. This study identified the effects of LH-A2 in <italic>A. schrenckii</italic>, thus providing valuable evidence for establishing artificial techniques to regulate gonad development in <italic>A. schrenckii</italic>.</p>
</sec>
</body>
<back>
<sec 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>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Animal Care and Use Committee of the Heilongjiang River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Harbin. Written informed consent was obtained from the owners for the participation of their animals in this&#x20;study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>WL measured the steroid hormone. SJ wrote the manuscript. DC provided the experimental fish. NW performed the qPCR analysis. XJ analysed the transcriptome. YZ supervised the experiment.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This research was supported by grants from the Natural fund of Heilongjiang Province (YQ 2020C026); the China Agriculture Research System of MOF and MARA (CARS-46).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s11">
<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/fgene.2022.859965/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2022.859965/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.XLS" id="SM1" mimetype="application/XLS" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table2.XLS" id="SM2" mimetype="application/XLS" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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