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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2025.1525992</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Dietary supplementation of mulberry leaf oligosaccharides improves the growth, glucose and lipid metabolism, immunity, and virus resistance in largemouth bass (<italic>Micropterus salmoides</italic>)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhou</surname>
<given-names>Donglai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhong</surname>
<given-names>Wenhao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Bing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Erna</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Hao</surname>
<given-names>Le</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Qingrong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Qiong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Zou</surname>
<given-names>Yuxiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1631442"/>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Zhenxing</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2241993"/>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Fubao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liao</surname>
<given-names>Sentai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xing</surname>
<given-names>Dongxu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1687153"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Sericultural &amp; Agri-Food Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Key Laboratory of Agricultural Products Processing</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Guangdong Provincial Engineering Technology Research Center of Special Aquatic Functional Feed</institution>, <addr-line>Foshan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Food Science and Technology, Guangdong Ocean University</institution>, <addr-line>Zhanjiang</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Institute of Animal Health, Guangdong Academy of Agricultural Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Samad Rahimnejad, University of Murcia, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Omid Safari, Ferdowsi University of Mashhad, Iran</p>
<p>Hamed Ghafarifarsani, Urmia University, Iran</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Sentai Liao, <email xlink:href="mailto:liaost@163.com">liaost@163.com</email>; Dongxu Xing, <email xlink:href="mailto:dongxuxing@126.com">dongxuxing@126.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1525992</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Zhou, Zhong, Fu, Li, Hao, Li, Yang, Zou, Liu, Wang, Liao and Xing</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Zhou, Zhong, Fu, Li, Hao, Li, Yang, Zou, Liu, Wang, Liao and Xing</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>This study investigated the effects of dietary supplementation of mulberry leaf oligosaccharides (MLO) on the growth performance, serum biochemistry, glucose and lipid metabolism, antioxidant activity, liver health, and virus resistance in largemouth bass (<italic>Micropterus salmoides</italic>). The fish were fed with CK (basal diet), MLOL (basal diet supplemented with 0.5%MLO), and MLOH (basal diet supplemented with 1.0% MLO) for 80 days, and then subjected to a 21-day viral challenge experiment. The results showed that MLO supplementation had no adverse effect on the weight gain rate, specific growth rate, feed intake, and condition factor (<italic>P &gt;</italic> 0.05), but significantly decreased the feed conversion rate and viscerosomatic index (<italic>P&lt;</italic> 0.05). Moreover, the MLOL and MLOH group had significantly lower contents of triglyceride, blood glucose, and malondialdehyde and activities of serum alanine aminotransferase and aspartate aminotransferase, while significantly higher levels of serum and liver total superoxide dismutase and lower levels of glutathione than the CK group (<italic>P</italic>&lt; 0.05). MLO supplementation significantly up-regulated the relative expression of glycolytic genes <italic>gk</italic> and <italic>pfk</italic> and lipid catabolism genes <italic>ppar-&#x3b1;</italic> and <italic>cpt-1</italic>, while obviously down-regulated that of <italic>acc</italic>, <italic>fas</italic>, and <italic>dgat</italic> related to fatty acid synthesis in the liver tissue (<italic>P&lt;</italic> 0.05). In terms of liver health, MLO supplementation significantly up-regulated the relative expression of anti-inflammatory cytokines <italic>il-10</italic> and <italic>tgf-&#x3b2;</italic>, while decreased that of pro-inflammatory cytokines <italic>nf-&#x3ba;b</italic>, <italic>il-8</italic>, and <italic>tnf-&#x3b1;</italic> in the liver tissue (<italic>P&lt;</italic> 0.05). The viral challenge test showed that MLO supplementation significantly improved the survival rate of <italic>M. salmoides</italic> after largemouth bass ranavirus (LMBV) infection. Dietary MLO supplementation promoted liver glucose and lipid metabolism, and improved the immunity and resistance of <italic>M. salmoides</italic> to LMBV by regulating the PPAR signaling way and inhibiting the NF-kB signaling pathway. The appropriate addition amount of MLO to the diet was determined to be 1.0%.</p>
</abstract>
<kwd-group>
<kwd>largemouth bass</kwd>
<kwd>growth</kwd>
<kwd>serum biochemistry</kwd>
<kwd>liver metabolism</kwd>
<kwd>inflammation</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="5"/>
<equation-count count="8"/>
<ref-count count="53"/>
<page-count count="12"/>
<word-count count="5574"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Nutritional Immunology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Largemouth bass (<italic>Micropterus salmoides</italic>) is an important economic fish species in the world as well as one of the most important freshwater economic fish in China. According to statistics, the production of <italic>M. salmoides</italic> in China exceeded 700,000 tons in 2021 (<xref ref-type="bibr" rid="B1">1</xref>). Breeding of <italic>M. salmoides</italic> provides a large amount of high-quality animal protein and brings great economic benefits in China. However, with the expansion of breeding scale and continuous increase in breeding density, the breeding environment has been gradually deteriorated, and the problem of diseases has become increasingly prominent, causing huge economic losses and seriously restricting the sustainable development of the industry (<xref ref-type="bibr" rid="B2">2</xref>). In order to treat and control diseases, antibiotics and chemicals are frequently used as therapeutic agents in aquaculture, which can lead to drug residues and have adverse effects on the safety of the environment, humans, and animals (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). At present, China has banned the addition of antibiotics in feed, and &#x201c;reducing resistance to replace resistance&#x201d; has become a new trend. Therefore, development of environment-friendly and safe alternatives to antibiotics has become a hot research topic. Among them, functional additives with preventive effects such as prebiotics and plant extracts have attracted great research attention (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Prebiotics are organic substances that are not directly digested and absorbed by the host, but can selectively promote the growth or activity of a few beneficial bacteria in the colon, thereby improving the health of the host (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). With continuous progress in research on the functions and mechanisms of prebiotics, the application of oligosaccharides in aquaculture animals is becoming increasingly popular (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Previous research has demonstrated that dietary oligosaccharides can trap pathogenic bacteria and prevent their access to gut mucosa, and improve the activities of digestive enzymes and modulation of gut microbiota, so as to improve the growth and gut health of the reared fish (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Besides, oligosaccharides can act as immunostimulants in various fish species and significantly change the disease resistance (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Mulberry leaf, a component of traditional Chinese medicine rich in polysaccharides, is widely grown in China (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Mulberry leaf oligosaccharides (MLO) can be obtained through enzymatic hydrolysis of mulberry leaf polysaccharides (MLP) (<xref ref-type="bibr" rid="B17">17</xref>). <italic>In vitro</italic> experiments have shown that MLO can better promote the proliferation of <italic>Bifidobacterium</italic> and <italic>Lactobacillus</italic> than glucose or galacto-oligosaccharides. In addition, bacterial cultures inoculated with MLO have higher acetic acid and lactic acid concentrations (<xref ref-type="bibr" rid="B18">18</xref>). A recent study has revealed that dietary supplementation of MLO can effectively reduce blood glucose level in type 2 diabetic mice (<xref ref-type="bibr" rid="B19">19</xref>). However, there has been limited relevant information on aquatic species. For example, <italic>Ramulus mori</italic> oligosaccharides could increase the abundance of Fusobacterium and <italic>Cetobacterium</italic> in the intestine and improve liver morphology, thereby improving the antiviral ability of <italic>M. salmoides</italic> (<xref ref-type="bibr" rid="B20">20</xref>). However, it remains unclear whether MLO can improve the immune and antioxidant capacity and glucose/lipid utilization and metabolism of <italic>M. salmoides</italic>. Therefore, this study aims to explore the effects of MLO supplementation on the growth performance, antioxidant capacity, glucose and lipid metabolism, liver health, and antiviral ability of <italic>M. salmoides</italic>, which may help improve the health outcomes in aquaculture.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Preparation of MLO</title>
<p>MLP was isolated and extracted using the method as described previously (<xref ref-type="bibr" rid="B17">17</xref>). Briefly, defatted mulberry leaf powder was extracted with water at 80&#xb0;C for 4&#xa0;h at a ratio of 1: 30 (w/v), evaporated and concentrated at 50&#xb0;C using a rotary evaporator (EYELA N-1100, Tokyo Rikakikai Co. Ltd, Tokyo, Japan), precipitated with 4 volumes of absolute ethanol for 12&#xa0;h, and then centrifuged at 10,000&#xd7; g for 10&#xa0;min. The precipitate was collected and dissolved. The polysaccharide solution (50 mg/mL) was then mixed with Sevage reagent (1-butanol/chloroform, v/v = 1:4) at a ratio of 4: 1 (v/v). The mixture was shaken thoroughly for 30&#xa0;min and then centrifuged at 10,000&#xd7; g for 5&#xa0;min. The aqueous phase separated from the supernatant was added to a quarter of its volume of the Sevage reagent. This process was repeated until the solution presented no absorption peak at 250&#x2013;280 nm on a UV spectrophotometer (UV-1800, Shimadzu, Kyoto, Japan). The deproteinized liquid was further freeze-dried to obtain MLP and the phenol-sulfuric acid method was used to determine the purity. For production of the enzymatic hydrolysate containing MLO, the MLP was incubated with 1500 U/mL <italic>&#x3b2;</italic>-dextranase (Shanghai Ryon Biologcial Technology Co., Ltd., Shanghai, China) at 51&#xb0;C for 4&#xa0;h. Then, the hydrolysate was placed in a boiling water bath for 10&#xa0;min to terminate the reaction and then centrifuged at 4000 r/min for 10&#xa0;min to remove <italic>&#x3b2;</italic>-dextranase (the enzymatic optimization is not shown here). The supernatant was collected and freeze-dried to obtain MLO.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Molecular weight determination</title>
<p>The molecular weight (Mw) of MLO was determined by gel permeation chromatography (GPC) in a highperformance liquid chromatography system (LC-2050, Shimadzu, Japan) coupled with RID-20A differential refractive index detector, using a PL aquagel-OH MIXED-M column (7.5 &#xd7; 300&#xa0;mm, 8 &#x3bc;m, Agilent, USA). The MLO powder was prepared as a 10 mg/mL aqueous solution and filtered through a 0.22 &#x3bc;m Millipore filter. An aliquot of 20 &#x3bc;L sample solution was injected and eluted at a flow rate of 1.0 mL/min and a column temperature of 35&#xb0;C with 0.2 mol/L NaNO<sub>3</sub> as the mobile phase. PEG of 1892 Da, 5121 Da, 10057 Da, 20552 Da, and 41531 Da were used as reference substances to calculate the Mw of MLO.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Diet preparation</title>
<p>All ingredients and proximate composition of the experimental diets are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Fish meal, soybean meal, and peanut bran were the main protein sources; fish oil, soybean oil, and soybean phospholipid were the main fat sources; and wheat flour was the main carbohydrate source. Then, 0% (CK), 0.5% MLO (MLOL), and 1% MLO (MLOH) were supplemented to the basal feed to prepare three isonitrogenous and isolipidic diets. All ingredients were ground through a 250 &#x3bc;m mesh, mixed thoroughly, modulated by 102&#xb0;C water vapor for 8&#xa0;min, and then expanded at 95&#xb0;C by a twin-screw extruder (TDSP120*2-120KW, China), cut into 3&#xa0;mm (diameter), dried at 75&#xb0;C and stored at &#x2013;20&#xb0;C until use.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Ingredients and proximate composition (g/kg DM) of the experimental diets.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Item</th>
<th valign="top" colspan="3" align="left">Diets<sup>1</sup>
</th>
</tr>
<tr>
<th valign="top" align="left">CK</th>
<th valign="top" align="left">MLOL</th>
<th valign="top" align="left">MLOH</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="4" align="left">Ingredients</th>
</tr>
<tr>
<td valign="top" align="left">Fish meal</td>
<td valign="top" align="left">350.0</td>
<td valign="top" align="left">350.0</td>
<td valign="top" align="left">350.0</td>
</tr>
<tr>
<td valign="top" align="left">Soybean meal</td>
<td valign="top" align="left">151.0</td>
<td valign="top" align="left">151.0</td>
<td valign="top" align="left">151.0</td>
</tr>
<tr>
<td valign="top" align="left">Peanut bran</td>
<td valign="top" align="left">126.0</td>
<td valign="top" align="left">126.0</td>
<td valign="top" align="left">126.0</td>
</tr>
<tr>
<td valign="top" align="left">Corn gluten meal</td>
<td valign="top" align="left">80.0</td>
<td valign="top" align="left">80.0</td>
<td valign="top" align="left">80.0</td>
</tr>
<tr>
<td valign="top" align="left">Spray-dried blood cells</td>
<td valign="middle" align="left">20.0</td>
<td valign="middle" align="left">20.0</td>
<td valign="middle" align="left">20.0</td>
</tr>
<tr>
<td valign="top" align="left">Wheat flour</td>
<td valign="top" align="left">130.0</td>
<td valign="top" align="left">130.0</td>
<td valign="top" align="left">130.0</td>
</tr>
<tr>
<td valign="top" align="left">Squid paste</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
</tr>
<tr>
<td valign="top" align="left">Yeast extract</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
</tr>
<tr>
<td valign="top" align="left">Monocalcium phosphate</td>
<td valign="middle" align="left">15.0</td>
<td valign="middle" align="left">15.0</td>
<td valign="middle" align="left">15.0</td>
</tr>
<tr>
<td valign="top" align="left">Cellulose</td>
<td valign="middle" align="left">20.0</td>
<td valign="middle" align="left">15.0</td>
<td valign="middle" align="left">10.0</td>
</tr>
<tr>
<td valign="top" align="left">MLO</td>
<td valign="top" align="left">0.0</td>
<td valign="top" align="left">5.0</td>
<td valign="top" align="left">10.0</td>
</tr>
<tr>
<td valign="top" align="left">Fish oil</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
</tr>
<tr>
<td valign="top" align="left">Soybean oil</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
<td valign="top" align="left">20.0</td>
</tr>
<tr>
<td valign="top" align="left">Soybean phospholipid</td>
<td valign="middle" align="left">20.0</td>
<td valign="middle" align="left">20.0</td>
<td valign="middle" align="left">20.0</td>
</tr>
<tr>
<td valign="top" align="left">Vitamin premix<sup>2</sup>
</td>
<td valign="top" align="left">1.0</td>
<td valign="top" align="left">1.0</td>
<td valign="top" align="left">1.0</td>
</tr>
<tr>
<td valign="top" align="left">Mineral Premix<sup>3</sup>
</td>
<td valign="top" align="left">3.0</td>
<td valign="top" align="left">3.0</td>
<td valign="top" align="left">3.0</td>
</tr>
<tr>
<td valign="top" align="left">Choline chloride</td>
<td valign="top" align="left">4.0</td>
<td valign="top" align="left">4.0</td>
<td valign="top" align="left">4.0</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Nutrient levels<sup>4</sup> (air-dry basis)</th>
</tr>
<tr>
<td valign="top" align="left">Dry matter</td>
<td valign="top" align="left">908.4</td>
<td valign="top" align="left">901.8</td>
<td valign="top" align="left">898.6</td>
</tr>
<tr>
<td valign="top" align="left">Crude protein</td>
<td valign="top" align="left">485.5</td>
<td valign="top" align="left">485.0</td>
<td valign="top" align="left">486.0</td>
</tr>
<tr>
<td valign="top" align="left">Crude lipid</td>
<td valign="top" align="left">105.0</td>
<td valign="top" align="left">104.6</td>
<td valign="top" align="left">105.5</td>
</tr>
<tr>
<td valign="top" align="left">Ash</td>
<td valign="top" align="left">168.0</td>
<td valign="top" align="left">169.0</td>
<td valign="top" align="left">166.0</td>
</tr>
<tr>
<td valign="top" align="left">Crude fiber</td>
<td valign="top" align="left">7.5</td>
<td valign="top" align="left">7.3</td>
<td valign="top" align="left">7.2</td>
</tr>
<tr>
<td valign="top" align="left">Gross energy(MJ kg<sup>-1</sup>)</td>
<td valign="top" align="left">19.8</td>
<td valign="top" align="left">19.8</td>
<td valign="top" align="left">19.9</td>
</tr>
<tr>
<td valign="top" align="left">Nitrogen-free extract</td>
<td valign="top" align="left">234.0</td>
<td valign="top" align="left">234.1</td>
<td valign="top" align="left">235.3</td>
</tr>
<tr>
<td valign="top" align="left">Lysine</td>
<td valign="top" align="left">33.5</td>
<td valign="top" align="left">33.8</td>
<td valign="top" align="left">33.4</td>
</tr>
<tr>
<td valign="top" align="left">Methionine</td>
<td valign="top" align="left">11.5</td>
<td valign="top" align="left">11.3</td>
<td valign="top" align="left">11.5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>CK, basal diet; MLOL, supplemented with 0.5%MLO; MLOH, supplemented with 1.0%MLO.</p>
</fn>
<fn>
<p>
<sup>2</sup>Each kilogram of vitamin premix contains vitamin A 66,666,666.7 IU, vitamin D 400,000,000 IU, vitamin E 1&#xa0;g, vitamin K 2&#xa0;g, vitamin B<sub>1</sub> 5<sub>&#xa0;g</sub>, vitamin B<sub>2</sub> 5<sub>&#xa0;g</sub>, vitamin B<sub>6</sub> 5<sub>&#xa0;g</sub>, vitamin B<sub>12</sub> 1<sub>&#xa0;g</sub>, calcium pantothenate 20&#xa0;g, folic acid 10&#xa0;g, biotin 1&#xa0;g, niacin 20&#xa0;g, choline chloride 200&#xa0;g, defatted rice bran 700&#xa0;g.</p>
</fn>
<fn>
<p>
<sup>3</sup>Each kilogram of mineral premix contains CuCO<sub>3</sub> 4&#xa0;g, FeC<sub>6</sub>H<sub>5</sub>O<sub>7</sub> 15&#xa0;g, MgO 26&#xa0;g, MnSO<sub>4</sub> 5&#xa0;g, KCl 250&#xa0;g, ZnSO<sub>4</sub> 50&#xa0;g, NaCl 50&#xa0;g, Zeolite powder 600&#xa0;g.</p>
</fn>
<fn>
<p>
<sup>4</sup>Nutrient levels were measured values.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Experimental design and feeding trial</title>
<p>Prior to the feeding trial, fish were fed with the basal diet for two weeks to allow acclimation to diet and conditions in an indoor circulating aquaculture system of the Research Institute of Sericulture and Agricultural Product Processing, Guangdong Academy of Agricultural Sciences (Guangzhou, China). After 24&#xa0;h of fasting, a total of 450 <italic>M. salmoides</italic> (initial body weight 26.89 &#xb1; 1.16&#xa0;g) were randomly distributed into nine tanks (350 L) with 50 fish in each tank and three tanks in each group. The experiment involved a completely randomized design. Fish were fed twice a day (09: 00 and 16: 30) to achieve an apparent state of satiety, over the 80 days of experiment. The water temperature was kept at 23.0&#x2013;29.0&#xb0;C, pH = 7.0&#x2013;8.2, dissolved oxygen &gt; 6.0 mg/L, ammonia &#x2264; 0.02 mg/L and nitrite &#x2264; 0.1 mg/L. Mortality was observed daily and the dead fish were weighed and recorded. The animal husbandry and handling protocols used in this study have been approved by the Animal Care and Use Committee, Guangdong Academy of Agricultural Sciences (GDAAS 258/2019).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Sampling</title>
<p>At the end of feeding trial, the fish were starved for 24&#xa0;h before weighing. All fish were anesthetized with 40 mg/L tricaine methanesulfonate (MS-222, Sigma, USA) before sampling. Fish in each tank were counted and weighted to measure the final body weight, weight gain rate, specific growth rate, feed intake, feed conversion ratio, and condition factor. The blood of nine fish per tank was drawn from the caudal vein, kept at 25&#xb0;C, centrifuged at 3,000 rpm for 15&#xa0;min, and the supernatant was stored at &#x2013;80&#xb0;C for the analysis of serum biochemistry and antioxidant index. Afterwards, the fish were slaughtered and dissected using a sterile scalpel by cutting the belly on ice for determination of the viscerosomatic index and hepatosomatic index.</p>
<p>The livers of three fish per tank were collected and stored at &#x2013;20&#xb0;C for the analysis of antioxidant and immunity parameters. The livers of another three fish per tank were collected and immediately stored at &#x2013;80&#xb0;C for glucose and lipid metabolism, RNA extraction, and qPCR analysis.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Laboratory analyses</title>
<p>The nutrient composition and amino acids of the diets were analyzed using AOAC method (<xref ref-type="bibr" rid="B21">21</xref>) and determined by high-performance liquid chromatography (<xref ref-type="bibr" rid="B22">22</xref>), respectively.</p>
<p>The contents of blood glucose (GLU), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), total cholesterol (TC), triglycerides (TG), aspartate aminotransferase (AST), alanine aminotransferase (ALT), reduced glutathione (GSH), malondialdehyde (MDA), total antioxidant capacity (T-AOC), and total superoxide dismutase (T-SOD) in the serum or liver were determined with commercial kits (Nanjing Jiancheng Bioengineering Institute Nanjing, China).</p>
<p>The livers (0.5&#xa0;cm &#xd7; 0.5&#xa0;cm &#xd7; 0.5&#xa0;cm) of three fish per tank were sampled, rinsed by 0.65% saline (4&#xb0;C), fixed immediately in the 10% buffered formalin solution for 24&#xa0;h. The fixed liver tissue was embedded in paraffin, and paraffin sections were made and stained with hematoxylin eosin (HE) using the standard histological techniques. The slices were scanned using a panoramic slicing digital scanner (PANNORAMIC-1000, 3DHISTECH), and the CaseViewer 2.2 (3DHISTECH) software was used to capture tissue photos of the slices (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Total RNA was extracted from each liver sample using Trizol reagent (TIANGEN, China) and the RNA quality was tested using Genios plus (Synergy LX, BioTek, USA). An aliquot of 1 mg total RNA was used for reverse transcription. The cDNA was synthesized by RevertAid Reverse Transcriptase (TIANGEN, China) using random primers. The RT-qPCR was performed according to standard protocols in a quantitative thermocycler (MiniOption TM, Bio-Rad, USA). The amplification volume was 10 &#x3bc;L, containing 0.3 &#x3bc;L of the respective primers, 1 &#x3bc;L of cDNA product, 5 &#x3bc;L of SYBR green color qPCR Master Mix (TIANGEN, China), and 3.4 &#x3bc;Lof ddH<sub>2</sub>O. The specific primers used for <italic>il-8</italic>, <italic>il-10</italic>, <italic>nf-kb</italic>, <italic>tnf-&#x3b1;</italic>, <italic>tgf-&#x3b2;</italic>, <italic>gk</italic>, <italic>pfk</italic>, <italic>acc</italic>, <italic>cpt1</italic>, <italic>fas</italic>, <italic>dgat</italic>, and <italic>ppar-&#x3b1;</italic> genes have been reported previously (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>). The details of the primers and the PCR amplification conditions used for RT-qPCR are shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. After the reaction, melting curve analysis was conducted to confirm the presence of a single PCR product in the reaction. The gene expression levels were calculated by the 2<sup>-&#x394;&#x394;Ct</sup> method (<xref ref-type="bibr" rid="B28">28</xref>) with <italic>&#x3b2;-actin</italic> as the reference gene, and the experiment was performed in triplicate.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Primer sequences for RT-qPCR in the experiment.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Gene</th>
<th valign="top" align="left">Forward primer (5&#x2032;&#x2212;3&#x2032;)</th>
<th valign="top" align="left">Reverse primer (5&#x2032;&#x2212;3&#x2032;)</th>
<th valign="top" align="left">Length (bp)</th>
<th valign="top" align="left">Sources</th>
<th valign="top" align="left">Amplification efficiency (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>il-8</italic>
</td>
<td valign="top" align="left">ACTTCTCCTGGCTGCTCTG</td>
<td valign="top" align="left">ACTTCTCATTTGGTTTGACACA</td>
<td valign="top" align="left">170</td>
<td valign="top" align="left">XM_038704089.1</td>
<td valign="top" align="center">96.4</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>il-10</italic>
</td>
<td valign="top" align="left">CGGCACAGAAATCCCAGAGC</td>
<td valign="top" align="left">CAGCAGGCTCACAAAATAAACATCT</td>
<td valign="top" align="left">113</td>
<td valign="top" align="left">XM_038696252.1</td>
<td valign="top" align="center">102.5</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>nf-kb</italic>
</td>
<td valign="top" align="left">AGAAGACGACTCGGGGATGA</td>
<td valign="middle" align="left">GCTTCTGCAGGTTCTGGTCT</td>
<td valign="top" align="left">119</td>
<td valign="top" align="left">XM_038699793.1</td>
<td valign="top" align="center">96.4</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>tnf-&#x3b1;</italic>
</td>
<td valign="top" align="left">AAATAGTGATTCCTCAAGACGG</td>
<td valign="top" align="left">TGAACAGTATGGCTCAGATGG</td>
<td valign="top" align="left">126</td>
<td valign="top" align="left">XM_038723994.1</td>
<td valign="top" align="center">106.3</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>tgf-&#x3b2;</italic>
</td>
<td valign="top" align="left">GCTTCAGTTTCGGCATTT</td>
<td valign="top" align="left">TCTCCGTGGAGCGTTTT</td>
<td valign="top" align="left">186</td>
<td valign="top" align="left">XM_038693206.1</td>
<td valign="top" align="center">94.5</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>gk</italic>
</td>
<td valign="top" align="left">CTCGCTCTGCTCGTATGT</td>
<td valign="top" align="left">CTCCCTTCCTCCGACTG</td>
<td valign="top" align="left">208</td>
<td valign="top" align="left">XM_038703172.1</td>
<td valign="top" align="center">101.3</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>pfk</italic>
</td>
<td valign="top" align="left">TGGGCTATGATACAAGAGTGA</td>
<td valign="top" align="left">CCATTAGAGGCAGACGAAC</td>
<td valign="top" align="left">189</td>
<td valign="top" align="left">XM_038720351.1</td>
<td valign="top" align="center">98.6</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>acc</italic>
</td>
<td valign="top" align="left">AAGTCCAAGAGGGCACG</td>
<td valign="top" align="left">ACTGGGAGTCCGCAAAT</td>
<td valign="top" align="left">173</td>
<td valign="top" align="left">XM_038704615.1</td>
<td valign="top" align="center">102.4</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>cpt-1</italic>
</td>
<td valign="top" align="left">GATGTTTTATGACGGGCGG</td>
<td valign="top" align="left">TAGGTTTCACGAGCATTGGC</td>
<td valign="top" align="left">156</td>
<td valign="top" align="left">XM_038705335.1</td>
<td valign="top" align="center">103.1</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>ppar-&#x3b1;</italic>
</td>
<td valign="top" align="left">CCACCGCAATGGTCGATATG</td>
<td valign="top" align="left">TGCTGTTGATGGACTGGGAAA</td>
<td valign="top" align="left">144</td>
<td valign="top" align="left">XM_038705497.1</td>
<td valign="top" align="center">103.6</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>&#x3b2;-actin</italic>
</td>
<td valign="top" align="left">TTCACCACCACAGCCGAAAG</td>
<td valign="top" align="left">TCTGGGCAACGGAACCTCT</td>
<td valign="top" align="left">179</td>
<td valign="top" align="left">KJ669298.1</td>
<td valign="top" align="center">102.2</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>fas</italic>
</td>
<td valign="top" align="left">GCCCTTGACTCATTCCG</td>
<td valign="top" align="left">GCCCTTGACTCATTCCG</td>
<td valign="top" align="left">234</td>
<td valign="top" align="left">XM_038735140.1</td>
<td valign="top" align="center">102.1</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>dgat</italic>
</td>
<td valign="top" align="left">GCAACATCAAGCCGTCCGACTC</td>
<td valign="top" align="left">AGCACAGCGAGCCAGAGGTAAT</td>
<td valign="top" align="left">176</td>
<td valign="top" align="left">XM_038705876.1</td>
<td valign="top" align="center">105.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>il-8</italic>, interleukin-8; <italic>il-10</italic>, interleukin-10; <italic>nf-kb</italic>, nuclear factor-kB; <italic>tnf-&#x3b1;</italic>, tumor necrosis factor<italic>-&#x3b1;</italic>; <italic>tgf-&#x3b2;</italic>, transforming growth factor-<italic>&#x3b2;</italic>; <italic>gk</italic>, glucokinase; <italic>pfk</italic>, phosphofructokinase; <italic>acc</italic>, acetyl-CoA carboxylase; <italic>cpt-1</italic>, carnitine palmitoyl transferase 1; <italic>ppar-&#x3b1;</italic>, peroxisome proliferators-activated receptors <italic>&#x3b1;</italic>; <italic>fas, fatty acid synthetase; dgat</italic>, diacylglycerol acyltransferase.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Challenge test</title>
<p>The largemouth bass ranavirus (LMBV) was isolated from diseased largemouth bass and stored in our laboratory (Guangdong Provincial Key Laboratory of Livestock Disease Prevention, Institute of Animal Health, Guangdong Academy of Agricultural Sciences). After 80 days of feeding, 20 fish were randomly selected from each group for challenge experiment. Each fish was injected with 100 &#x3bc;L 4 &#xd7; 10<sup>5</sup> TCID<sub>50</sub>/mL of LMBV infected cell suspernatant through the intraperitoneal cavity. The virus dose was based on the results of our previous experiments (<xref ref-type="bibr" rid="B20">20</xref>). The mortality rate was recorded daily for 21 days. The relative percent survival (RPS) was calculated according to the following method.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Data calculation and statistical analysis</title>
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<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>FCR</mml:mtext>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mtr>
<mml:mtd>
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<mml:mo stretchy="false">/</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
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<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>g</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mo>&#x2013;</mml:mo>
<mml:mtext>IBW&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
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<mml:mo stretchy="false">)</mml:mo>
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<mml:math display="block" id="M5">
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
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<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>CF,&#xa0;</mml:mtext>
<mml:mo>%</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mo>=</mml:mo>
<mml:mtext>FBW&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>g</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mo stretchy="false">/</mml:mo>
<mml:mtext>final&#xa0;body&#xa0;length&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>cm</mml:mtext>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mo stretchy="false">)</mml:mo>
<mml:mo>&#xd7;</mml:mo>
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<mml:mtd>
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<mml:mo>%</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mtr>
<mml:mtd>
<mml:mo>=</mml:mo>
<mml:mtext>Hepatosoma&#xa0;weight&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>g</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mtext>body&#xa0;weight&#xa0;</mml:mtext>
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<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>g</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
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<disp-formula>
<mml:math display="block" id="M7">
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mtext>Viscerosomatic&#xa0;index&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>HVI,&#xa0;</mml:mtext>
<mml:mo>%</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mo>=</mml:mo>
<mml:mtext>visceral&#xa0;weight&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>g</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mo stretchy="false">/</mml:mo>
<mml:mtext>body&#xa0;weight&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>g</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
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<disp-formula>
<mml:math display="block" id="M8">
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mtext>Relative&#xa0;percent&#xa0;survival&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>RPS,&#xa0;</mml:mtext>
<mml:mo>%</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mo>=</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>percent&#xa0;mortality&#xa0;in&#xa0;control&#xa0;group</mml:mtext>
</mml:mtd>
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<mml:mtr>
<mml:mtd>
<mml:mo>&#x2013;</mml:mo>
<mml:mtext>percent&#xa0;mortality&#xa0;in&#xa0;the&#xa0;treatment&#xa0;group</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mo stretchy="false">/</mml:mo>
<mml:mtext>percent&#xa0;mortality&#xa0;in&#xa0;control&#xa0;group</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
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<p>The data were analyzed using one-way ANOVA with Duncan&#x2019;s method for multiple comparisons between groups. Orthogonal polynomial contrast was used to estimate the linear and quadratic effects of various amounts of MLO added. All data were analyzed using SPSS. The significance level of differences was set at <italic>P&lt;</italic> 0.05 and the results were expressed as Mean &#xb1; SE. GraphPad Prism8.0 software was used to analyze the survival curves, and Log-rank (Mantel-Cox) was used for statistical difference analysis.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Molecular weight of MLO</title>
<p>GPC analysis was conducted to determine the average molecular weight (Mw), number-average molecular weight (Mn), and polydispersity index (Mw/Mn) for the MLO. As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, the GPC profile of MLO displayed a single symmetrical and sharp peak. The values of Mw, Mw/Mn, and intrinsic viscosity [&#x3b7;] were determined to be 2174 Da, 1.20, and 1.00 mL/g, respectively.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Molecular weight distribution diagram of MLO. Mw, average molecular weight; Mn, number-average molecular weight; Mw/Mn, polydispersity index; [&#x3b7;], intrinsic viscosity.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1525992-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>MLO supplementation has no adverse effect on the growth performance of largemouth bass</title>
<p>After the feeding experiments, no pathology or abnormal phenomenon was observed in all groups. The effects of dietary MLO level on FBW, WGR, SGR, FI, FCR, CF, HVI, and HSI are shown in <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>. There was no significant difference in FBW, WGR, SGR, FI, and CF among all groups (<italic>P</italic> &gt; 0.05). However, compared with the CK group, the MLOL and MLOH group showed significant decreases in FCR and HVI (<italic>P&lt;</italic> 0.05). Moreover, the MLOH group had significantly lower HSI than the CK group (<italic>P&lt;</italic> 0.05). With increasing level of MLO added to the diet, there were significant decreases in FCR (linear or quadratic, <italic>P</italic>&lt; 0.05) and VSI and HSI (linear, <italic>P</italic>&lt; 0.05).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Growth performance of <italic>M. salmoides</italic> fed with the experimental diets.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Items<sup>2</sup>
</th>
<th valign="top" colspan="3" align="left">Diets<sup>1</sup>
</th>
<th valign="top" rowspan="2" align="left">SEM<sup>2</sup>
</th>
<th valign="top" colspan="3" align="left">
<italic>P</italic>-value</th>
</tr>
<tr>
<th valign="top" align="left">CK</th>
<th valign="top" align="left">MLOL</th>
<th valign="top" align="left">MLOH</th>
<th valign="top" align="left">ANOVA</th>
<th valign="top" align="left">Linear</th>
<th valign="top" align="left">Quadratic</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Initial body weight, g</td>
<td valign="top" align="left">28.53</td>
<td valign="top" align="left">26.00</td>
<td valign="top" align="left">26.13</td>
<td valign="top" align="left">1.97</td>
<td valign="top" align="left">0.407</td>
<td valign="top" align="left">0.269</td>
<td valign="top" align="left">0.464</td>
</tr>
<tr>
<td valign="top" align="left">Final body weight, g</td>
<td valign="top" align="left">173.54</td>
<td valign="top" align="left">166.98</td>
<td valign="top" align="left">163.15</td>
<td valign="top" align="left">5.50</td>
<td valign="top" align="left">0.241</td>
<td valign="top" align="left">0.108</td>
<td valign="top" align="left">0.785</td>
</tr>
<tr>
<td valign="top" align="left">Weight gain rate, %</td>
<td valign="top" align="left">515.78</td>
<td valign="top" align="left">543.12</td>
<td valign="top" align="left">524.61</td>
<td valign="top" align="left">25.77</td>
<td valign="top" align="left">0.585</td>
<td valign="top" align="left">0.743</td>
<td valign="top" align="left">0.344</td>
</tr>
<tr>
<td valign="top" align="left">Specific growth rate, %/d</td>
<td valign="top" align="left">3.98</td>
<td valign="top" align="left">4.12</td>
<td valign="top" align="left">4.06</td>
<td valign="top" align="left">0.11</td>
<td valign="top" align="left">0.491</td>
<td valign="top" align="left">0.498</td>
<td valign="top" align="left">0.338</td>
</tr>
<tr>
<td valign="top" align="left">Feed intake, g/fish</td>
<td valign="top" align="left">203.02</td>
<td valign="top" align="left">192.99</td>
<td valign="top" align="left">189.28</td>
<td valign="top" align="left">6.59</td>
<td valign="top" align="left">0.179</td>
<td valign="top" align="left">0.082</td>
<td valign="top" align="left">0.600</td>
</tr>
<tr>
<td valign="top" align="left">Feed conversion rate</td>
<td valign="top" align="left">0.89<sup>a</sup>
</td>
<td valign="top" align="left">0.71<sup>c</sup>
</td>
<td valign="top" align="left">0.78<sup>b</sup>
</td>
<td valign="top" align="left">0.01</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Condition factor, g/cm<sup>3</sup>
</td>
<td valign="top" align="left">2.28</td>
<td valign="top" align="left">2.27</td>
<td valign="top" align="left">2.20</td>
<td valign="top" align="left">0.06</td>
<td valign="top" align="left">0.504</td>
<td valign="top" align="left">0.296</td>
<td valign="top" align="left">0.648</td>
</tr>
<tr>
<td valign="top" align="left">Viscerosomatic index, %</td>
<td valign="top" align="left">9.14<sup>a</sup>
</td>
<td valign="top" align="left">8.68<sup>b</sup>
</td>
<td valign="top" align="left">8.41<sup>b</sup>
</td>
<td valign="top" align="left">0.12</td>
<td valign="top" align="left">0.002</td>
<td valign="top" align="left">0.001</td>
<td valign="top" align="left">0.381</td>
</tr>
<tr>
<td valign="top" align="left">Hepatosomatic index, %</td>
<td valign="top" align="left">2.24<sup>a</sup>
</td>
<td valign="top" align="left">2.14<sup>a</sup>
</td>
<td valign="top" align="left">1.87<sup>b</sup>
</td>
<td valign="top" align="left">0.05</td>
<td valign="top" align="left">0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">0.075</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>CK, basal diet; MLOL, supplemented with 0.5% MLO; MLOH, supplemented with 1.0% MLO.</p>
</fn>
<fn>
<p>
<sup>a,b,c</sup>Different letters with a row indicate significant differences (<italic>P</italic>&lt; 0.05).</p>
</fn>
<fn>
<p>
<sup>2</sup>SEM, Standard error of the mean.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>MLO improves the serum biochemical parameters of largemouth bass</title>
<p>The biochemical parameters in the serum of <italic>M. salmoides</italic> after feeding with MLO diets for 80 days are presented in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>. The MLOL and MLOH group had significantly lower TG and GLU contents as well AST and ALT activities than the CK group (<italic>P&lt;</italic> 0.05), but showed no significant change in the contents of TC, LDL-C, and HDL-C in the serum (<italic>P</italic> &gt; 0.05). With increasing level of MLO added to the diet, there were significant decreases in the serum TG content and ALT activity (linear or quadratic, <italic>P</italic>&lt; 0.05), GLU content (quadratic, <italic>P</italic>&lt; 0.05), and ALT activity (linear, <italic>P</italic>&lt; 0.05).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Serum biochemical parameters of <italic>M. salmoides</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Items<sup>3</sup>
</th>
<th valign="top" colspan="3" align="left">Diets<sup>1</sup>
</th>
<th valign="top" rowspan="2" align="left">SEM<sup>2</sup>
</th>
<th valign="top" colspan="3" align="left">
<italic>P</italic>-value</th>
</tr>
<tr>
<th valign="top" align="left">CK</th>
<th valign="top" align="left">MLOL</th>
<th valign="top" align="left">MLOH</th>
<th valign="top" align="left">ANOVA</th>
<th valign="top" align="left">Linear</th>
<th valign="top" align="left">Quadratic</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">TG (mmol/L)</td>
<td valign="top" align="left">23.68<sup>a</sup>
</td>
<td valign="top" align="left">17.03<sup>b</sup>
</td>
<td valign="top" align="left">19.05<sup>b</sup>
</td>
<td valign="top" align="left">1.16</td>
<td valign="top" align="left">0.003</td>
<td valign="top" align="left">0.007</td>
<td valign="top" align="left">0.005</td>
</tr>
<tr>
<td valign="top" align="left">TC (mmol/L)</td>
<td valign="top" align="left">14.19</td>
<td valign="top" align="left">11.07</td>
<td valign="top" align="left">12.23</td>
<td valign="top" align="left">1.28</td>
<td valign="top" align="left">0.123</td>
<td valign="top" align="left">0.176</td>
<td valign="top" align="left">0.102</td>
</tr>
<tr>
<td valign="top" align="left">GLU (mmol/L)</td>
<td valign="top" align="left">3.37<sup>a</sup>
</td>
<td valign="top" align="left">2.59<sup>b</sup>
</td>
<td valign="top" align="left">2.82<sup>b</sup>
</td>
<td valign="top" align="left">0.23</td>
<td valign="top" align="left">0.005</td>
<td valign="top" align="left">0.093</td>
<td valign="top" align="left">0.002</td>
</tr>
<tr>
<td valign="top" align="left">LDL-C (mmol/L)</td>
<td valign="top" align="left">6.39</td>
<td valign="top" align="left">5.87</td>
<td valign="top" align="left">6.41</td>
<td valign="top" align="left">0.39</td>
<td valign="top" align="left">0.362</td>
<td valign="top" align="left">0.951</td>
<td valign="top" align="left">0.171</td>
</tr>
<tr>
<td valign="top" align="left">HDL-C (mmol/L)</td>
<td valign="top" align="left">9.43</td>
<td valign="top" align="left">5.76</td>
<td valign="top" align="left">8.87</td>
<td valign="top" align="left">1.85</td>
<td valign="top" align="left">0.184</td>
<td valign="top" align="left">0.774</td>
<td valign="top" align="left">0.079</td>
</tr>
<tr>
<td valign="top" align="left">ALT (U/mL)</td>
<td valign="top" align="left">45.36<sup>a</sup>
</td>
<td valign="top" align="left">41.27<sup>b</sup>
</td>
<td valign="top" align="left">40.19<sup>b</sup>
</td>
<td valign="top" align="left">0.80</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">0.004</td>
</tr>
<tr>
<td valign="top" align="left">AST (U/mL)</td>
<td valign="top" align="left">32.33<sup>a</sup>
</td>
<td valign="top" align="left">26.10<sup>b</sup>
</td>
<td valign="top" align="left">26.11<sup>b</sup>
</td>
<td valign="top" align="left">1.00</td>
<td valign="top" align="left">0.005</td>
<td valign="top" align="left">0.002</td>
<td valign="top" align="left">0.135</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>CK, basal diet; MLOL, supplemented with 0.5%MLO; MLOH, supplemented with 1.0%MLO.</p>
</fn>
<fn>
<p>
<sup>a,b</sup>Different letters with a row indicate significant differences (<italic>P&lt;</italic> 0.05).</p>
</fn>
<fn>
<p>
<sup>2</sup>SEM, Standard error of the mean.</p>
</fn>
<fn>
<p>
<sup>3</sup>TG, triglycerides; TC, total cholesterol; GLU, blood glucose; LDL-C, low-density lipoprotein cholesterol; HDL-C, high-density lipoprotein cholesterol; ALT, alanine aminotransferase; AST, aspartate aminotransferase.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>MLO modulates glucose and lipid metabolism in the liver</title>
<p>The liver plays an important role in regulating blood glucose homeostasis (<xref ref-type="bibr" rid="B29">29</xref>). The MLOL and MLOH groups showed significant increases in the expression of genes related to glycolysis (<italic>pfk</italic> and <italic>gk</italic>) and lipid catabolism (<italic>ppar-&#x3b1;</italic> and <italic>cpt1</italic>), while significant decreases in that of genes associated with fatty acid synthesis (<italic>acc</italic>, <italic>fas</italic>, and <italic>dgat</italic>) relative to the CK group (<italic>P</italic>&lt; 0.05) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>mRNA expression of <italic>pfk</italic>, <italic>gk</italic>, <italic>acc</italic>, <italic>ppar-&#x3b1;, cpt-1, fas</italic> and <italic>dgat</italic> in the liver of <italic>M. salmoides</italic>. CK, basal diet; MLOL, supplemented with 0.5% MLO; MLOH, supplemented with 1.0% MLO. Different letters above the bars denote significant differences among diets (<italic>P</italic>&lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1525992-g002.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Feeding of MLO enhances the antioxidant capacity of largemouth bass</title>
<p>In the serum, the MLOL and MLOH group had significantly higher activities of T-SOD and GSH (<italic>P&lt;</italic> 0.05), while no significant difference in the activity of T-AOC (<italic>P</italic> &gt; 0.05) compared with the CK group. MLO feeding significantly increased the activities of T-SOD, GSH, and T-AOC in the liver, but obviously reduced the MDA content in the serum and liver compared with the CK (<italic>P&lt;</italic> 0.05) (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). With increasing level of MLO added to the diet, there were significant increases in serum and liver T-SOD and GSH activities (linear or quadratic, <italic>P</italic>&lt; 0.05), a significant decrease in serum MDA content (linear, <italic>P</italic>&lt; 0.05), a significant reduction of liver MDA content (linear or quadratic, <italic>P</italic>&lt; 0.05), and a significant increase in liver T-AOC capacity (linear, <italic>P</italic>&lt; 0.05).</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Serum and liver antioxidant parameters of <italic>M. salmoides</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Items<sup>3</sup>
</th>
<th valign="top" colspan="3" align="left">Diets<sup>1</sup>
</th>
<th valign="top" rowspan="2" align="left">SEM<sup>2</sup>
</th>
<th valign="top" colspan="3" align="left">
<italic>P</italic>-value</th>
</tr>
<tr>
<th valign="top" align="left">CK</th>
<th valign="top" align="left">MLOL</th>
<th valign="top" align="left">MLOH</th>
<th valign="top" align="left">ANOVA</th>
<th valign="top" align="left">Linear</th>
<th valign="top" align="left">Quadratic</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="8" align="left">Serum</th>
</tr>
<tr>
<td valign="top" align="left">T-SOD (U/mL)</td>
<td valign="top" align="left">49.39<sup>c</sup>
</td>
<td valign="top" align="left">53.85<sup>b</sup>
</td>
<td valign="top" align="left">64.08<sup>a</sup>
</td>
<td valign="top" align="left">0.84</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">0.008</td>
</tr>
<tr>
<td valign="top" align="left">GSH (U/mL)</td>
<td valign="top" align="left">11.93<sup>b</sup>
</td>
<td valign="top" align="left">19.88<sup>a</sup>
</td>
<td valign="top" align="left">18.18<sup>a</sup>
</td>
<td valign="top" align="left">1.91</td>
<td valign="top" align="left">0.014</td>
<td valign="top" align="left">0.017</td>
<td valign="top" align="left">0.027</td>
</tr>
<tr>
<td valign="top" align="left">T-AOC (U/mL)</td>
<td valign="top" align="left">0.45</td>
<td valign="top" align="left">0.49</td>
<td valign="top" align="left">0.52</td>
<td valign="top" align="left">0.03</td>
<td valign="top" align="left">0.157</td>
<td valign="top" align="left">0.064</td>
<td valign="top" align="left">0.909</td>
</tr>
<tr>
<td valign="top" align="left">MDA (nmol/mL)</td>
<td valign="top" align="left">22.43<sup>a</sup>
</td>
<td valign="top" align="left">16.61 <sup>b</sup>
</td>
<td valign="top" align="left">12.41<sup>b</sup>
</td>
<td valign="top" align="left">1.75</td>
<td valign="top" align="left">0.004</td>
<td valign="top" align="left">0.001</td>
<td valign="top" align="left">0.609</td>
</tr>
<tr>
<th valign="top" colspan="8" align="left">Liver</th>
</tr>
<tr>
<td valign="top" align="left">T-SOD (U/mgprot)</td>
<td valign="top" align="left">11.60<sup>c</sup>
</td>
<td valign="top" align="left">11.93<sup>b</sup>
</td>
<td valign="top" align="left">14.02<sup>a</sup>
</td>
<td valign="top" align="left">0.10</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">GSH (U/mgprot)</td>
<td valign="top" align="left">9.59<sup>b</sup>
</td>
<td valign="top" align="left">10.86<sup>a</sup>
</td>
<td valign="top" align="left">11.04<sup>a</sup>
</td>
<td valign="top" align="left">0.20</td>
<td valign="top" align="left">0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">0.019</td>
</tr>
<tr>
<td valign="top" align="left">T-AOC (U/mgprot)</td>
<td valign="top" align="left">0.04 <sup>c</sup>
</td>
<td valign="top" align="left">0.05 <sup>b</sup>
</td>
<td valign="top" align="left">0.06<sup>a</sup>
</td>
<td valign="top" align="left">0.002</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">0.642</td>
</tr>
<tr>
<td valign="top" align="left">MDA (nmol/mgprot)</td>
<td valign="top" align="left">0.85<sup>a</sup>
</td>
<td valign="top" align="left">0.50<sup>b</sup>
</td>
<td valign="top" align="left">0.54<sup>b</sup>
</td>
<td valign="top" align="left">0.02</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
<td valign="top" align="left">&lt;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>CK, basal diet; MLOL, supplemented with 0.5%MLO; MLOH, supplemented with 1.0%MLO.</p>
</fn>
<fn>
<p>
<sup>a,b,c</sup>Different letters with a row indicate significant differences (<italic>P&lt;</italic>0.05).</p>
</fn>
<fn>
<p>
<sup>2</sup>SEM, Standard error of the mean.</p>
</fn>
<fn>
<p>
<sup>3</sup>T-SOD, total superoxide dismutase; GSH, reduced glutathione; T-AOC, total antioxidant capacity; MDA, malondialdehyde.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>MLO supplementation inhibits inflammation in the liver</title>
<p>The expression levels of immune-related genes are shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>. Compared with the CK, MLO supplementation significantly up-regulated the relative expression of anti-inflammatory cytokines <italic>il-10</italic> and <italic>tgf-&#x3b2;</italic>, while down-regulated that of pro-inflammatory cytokines <italic>nf-&#x3ba;b</italic>, <italic>il-8</italic>, and <italic>tnf-&#x3b1;</italic> in the liver (<italic>P</italic>&lt; 0.05) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>mRNA expression of <italic>il-10</italic>, <italic>tgf-&#x3b2;</italic>, <italic>il-8</italic>, <italic>nf-kb</italic>, and <italic>tnf-&#x3b1;</italic> in the liver of <italic>M. salmoides</italic>. CK, basal diet; MLOL, supplemented with 0.5%MLO; MLOH, supplemented with 1.0% MLO. Different letters above the bars denote significant differences among diets (<italic>P</italic>&lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1525992-g003.tif"/>
</fig>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>MLO supplementation maintains the structural integrity of the liver</title>
<p>The liver histomorphology is shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>. The liver cells of the CK group showed obvious vacuolation and nuclear displacement, while those of MLOL and MLOH group exhibited much less obvious cell vacuolization and nuclear displacement.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Liver histomorphology (H&amp;E staining) of <italic>M. salmoides</italic>. <bold>(A, B)</bold> basal diet; <bold>(C, D)</bold> supplemented with 0.5% MLO; <bold>(E, F)</bold> supplemented with 1.0% MLO. V, cytoplasmic vacuolation; N, nucleus.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1525992-g004.tif"/>
</fig>
</sec>
<sec id="s3_8">
<label>3.8</label>
<title>MLO supplementation improves the resistance of largemouth bass to LMBV infection</title>
<p>As shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, the cumulative survival rate was calculated after 21 days of LMBV infection. Compared with the CK group, the MLO groups showed significantly delayed death time of largemouth bass. There was no significant difference in the number of deaths in each group after 14 days of infection. Among different groups, the final survival rates of the CK, MLOL, and MLOH group were 25%, 60%, and 65%, respectively, indicating that MLO supplementation can significantly improve the resistance of largemouth bass to LMBV infection and enhance the survival rate (<italic>P</italic>&lt; 0.05). Compared with that of the CK, the relative protection rate of MLOL and MLOH was 46.67% and 53.33%, respectively (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Survival rate curve analysis of <italic>M. salmoides</italic> after infection with LMBV. CK, basal diet; MLOL, supplemented with 0.5% MLO; MLOH, supplemented with 1.0% MLO (n = 25).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1525992-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Growth performance</title>
<p>To date, there have been numerous studies of the application of oligosaccharides (prebiotics) such as fructooligosaccharides, galactooligosaccharides, and isomaltooligosaccharides in aquaculture, but there has been no report about the application of MLO in aquatic animals. In the present study, diets supplemented with 0.5% and 1% MLO were found to significantly decrease the FCR and HIS, but showed no significant effect on WGR, which may be directly related to the lower feed intake of the treatment groups. Some prebiotics have also been found to have no significant effect on the growth of aquatic animals, such as short-chain fuctooligosaccharides for hybrid tilapia (<italic>Oreochromis niloticus&#xd7;O. aureus</italic>) (<xref ref-type="bibr" rid="B14">14</xref>) and chito-oligosaccharide (COS) for the same species (<xref ref-type="bibr" rid="B30">30</xref>). Previous studies have demonstrated that oligosaccharides can significantly increase the WGR and SGR while decrease the FCR of <italic>Oreochromis niloticus</italic> (<xref ref-type="bibr" rid="B31">31</xref>), hybrid catfish (<italic>Pangasianodon gigas</italic> &#xd7; <italic>Pangasianodon hypophthalmus</italic>) (<xref ref-type="bibr" rid="B32">32</xref>) and Caspian trout (<italic>Salmo trutta caspius</italic>) (<xref ref-type="bibr" rid="B33">33</xref>). Besides, another study has revealed that Grobiotic-A has an adverse effect on the growth of <italic>M. salmoides</italic> (<xref ref-type="bibr" rid="B34">34</xref>). These results indicate that prebiotics have different effects on the growth performance of different aquatic animals, which may be related to the type and dosage of the prebiotics used.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Glucose and lipid metabolism in the liver</title>
<p>Compared with herbivorous and omnivorous species, carnivorous fish have a poor ability to utilize starch as an energy source. Generally, digestible carbohydrate at levels of &#x2264;15&#x2013;25% is appropriate for marine and carnivorous fish, but the suitable carbohydrate level appears to be lower for <italic>M. salmoides</italic> (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Mulberry leaf is a Chinese medicinal component widely used to regulate blood GLU (<xref ref-type="bibr" rid="B37">37</xref>). Flavonoids are one of the main classes of active ingredients in mulberry leaves, which contribute to the potential to treat type II diabetes and maintain the glucose metabolism balance of <italic>Monopterus albus</italic> under high glucose stress (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). It has been demonstrated that <italic>M. salmoides</italic> can strengthen the glycolysis pathway to cope with the rising of blood GLU level so as to maintain GLU metabolism homeostasis (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Another study has also revealed that mannan oligosaccharides (MOS) can decrease serum glucose and liver glycogen by increasing the activities of enzymes related to glycolysis in <italic>O. niloticus</italic> (<xref ref-type="bibr" rid="B41">41</xref>). In this study, feeding of MLO diets significantly decreased the serum GLU content in <italic>M. salmoides</italic>. The liver plays an important role in regulating blood GLU homeostasis (<xref ref-type="bibr" rid="B29">29</xref>), and this regulation involves several important pathways, such as gluconeogenesis and glycolysis, where PFK, PK, and GK are limiting enzymes in the glycolysis pathway (<xref ref-type="bibr" rid="B40">40</xref>). This study showed that <italic>M. salmoides</italic> fed with MLO diets had significantly higher mRNA expression of <italic>pfk</italic> and <italic>gk</italic>, which is similar to the result reported for <italic>M. salmoides</italic> (<xref ref-type="bibr" rid="B42">42</xref>), indicating that MLO has great potential to lower GLU.</p>
<p>CPT1 and ACC are key enzymes involved in lipid catabolism and fatty acid synthesis, respectively (<xref ref-type="bibr" rid="B43">43</xref>). PPAR-&#x3b1; is a transcription factor that mediates the oxidative breakdown of liver fatty acids, upregulates the expression of fatty acid transport- and oxidation-related gene <italic>cpt-1</italic>, and promotes the transport of long-chain fatty acids in mitochondrial <italic>&#x3b2;</italic>-oxidation, thereby improving fatty acid oxidation in mitochondria and peroxisomes (<xref ref-type="bibr" rid="B44">44</xref>). It has been reported that MOS can significantly reduce the TG level of <italic>O. niloticus</italic> and <italic>M. salmoides</italic> fed with high carbohydrate diets (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B45">45</xref>). In this study, MLO diet up-regulated the expression of <italic>cpt-1</italic> and <italic>ppar-&#x3b1;</italic>, down-regulated that of fatty acid synthesis-related gene <italic>acc</italic>, and significantly reduced the content of TG in the serum, indicating that MLO may accelerate lipid metabolism by regulating the expression of liver metabolism-related genes, thereby reducing lipid deposition in the liver.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Antioxidant and immune responses</title>
<p>Oxidative stress and inflammatory response are interrelated processes with significant contribution to the body&#x2019;s response to various stresses. There were decreases in serum GLU, AST, and ALT after dietary MLO supplementation in this study, suggesting that dietary MLO has obvious positive effects on the immune function and liver health of <italic>M. salmoides</italic>, since high concentrations of serum GLU, AST, and ALT are generally related to liver damage or necrosis (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>). It is generally believed that hepatocyte is highly sensitive to the nutritional status of fish and the quality of diet. In this study, dietary MLO significantly alleviated liver vacuolization and nuclear displacement, suggesting that it can improve the liver health of <italic>M. salmoides</italic>. The concentration of MDA can directly reflect the level of lipid peroxidation and the degree of endogenous oxidative damage. GSH and T-SOD are both antioxidant enzymes that assist the maintenance of a healthy cellular antioxidant state. In particular, GSH, as a substrate for glutathione peroxidase and glutathione transferase, reacts with intracellular free radicals and peroxides under the catalysis of both enzymes to maintain the normal physiological functions of cells, making it a critical enzyme for protecting cells from oxidative damage (<xref ref-type="bibr" rid="B48">48</xref>). T-SOD is a necessary antioxidant enzyme in all oxygen-breathing organisms, playing important roles in converting superoxide into hydrogen peroxide and removing excess active oxygen (<xref ref-type="bibr" rid="B49">49</xref>). Oligosaccharides have been demonstrated to have antioxidant activities in <italic>O. niloticus</italic> (<xref ref-type="bibr" rid="B50">50</xref>). Similarly, in the present study, the increase in MLO supplementation enhanced the GSH and T-SOD activities in the serum and liver while reduced the MDA content in <italic>M. salmoides</italic>. Therefore, MLO can enhance the antioxidant capacity of <italic>M. salmoides.</italic>
</p>
<p>The inflammatory responses in animals are regulated by the NF-&#x3ba;B/TLRs signaling pathway (<xref ref-type="bibr" rid="B49">49</xref>). After activation by pro-inflammatory cytokines (such as <italic>il-8</italic>, <italic>tnf-&#x3b1;</italic>, and <italic>nf-&#x3ba;b</italic>), this signaling pathway can promote cellular immune response and up-regulate the expression of anti-inflammatory cytokines (such as <italic>il-10</italic> and <italic>tgf-&#x3b2;</italic>). This study showed that MLO supplementation remarkably up-regulated the transcription of <italic>il-10</italic> and <italic>tgf-&#x3b2;</italic> in the liver, whereas down-regulated that of <italic>il-8</italic>, <italic>tnf-&#x3b1;</italic>, and <italic>nf-&#x3ba;b</italic>. These results indicate that MLO supplementation can reduce inflammatory response by inhibiting the NF-&#x3ba;B signaling pathway.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Disease resistance</title>
<p>With the expansion of breeding scale, increase in breeding density, and deterioration of water environment, the problem of diseases is becoming increasingly prominent for <italic>M. salmoides</italic>. <italic>M. salmoides</italic> suffers from high mortality rates caused by viral diseases, particularly iridescent virus diseases, which poses serious threats to the aquaculture industry worldwide. <italic>M. salmoides</italic> infected with iridovirus generally exhibits liver and intestinal necrosis and inflammatory lesions, increased cell apoptosis, and decreased immunity (<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>In the present study, MLO supplementation significantly delayed the death time of <italic>M. salmoides</italic> infected with LMBV compared with the CK. In addition, the cumulative mortality rate significantly decreased with increasing dietary MLO, indicating that MLO can reduce the LMBV-induced mortality rate. This may be due to the combined effect of MLO induced up-regulation of anti-inflammatory cytokines and down-regulation of pro-inflammatory cytokines, inhibition of NF-&#x3ba;B signaling pathway, and enhancement of the antioxidant capacity (T-SOD and GSH) in the serum and liver. Some studies have also shown that oligosaccharides can stimulate fish tissue, induce the expression of <italic>iNOS</italic> and produce NO, thereby killing pathogens and enhancing the innate immune response of the body (<xref ref-type="bibr" rid="B53">53</xref>). However, further research is still needed to clarify the mechanisms through which these oligosaccharides improve the health and immunity of <italic>M. salmoides</italic>.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In summary, MLO supplementation can significantly reduce the feed conversion rate, enhance the antioxidant capacity and liver glucose and lipid metabolism, improve the immunity by inhibiting the NF-kB signaling pathway, and increase the survival rate of <italic>M. salmoides</italic> infected with LMBV. This study provides a practical strategy to apply MLO in the diet for improving the immune and antioxidant abilities of <italic>M. salmoides</italic>.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Collaborative Innovation Center of Aquatic Sciences, Guangdong Academy of Agricultural Sciences. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>DZ: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. WZ: Writing &#x2013; original draft, Data curation, Formal analysis, Investigation, Methodology. BF: Methodology, Writing &#x2013; original draft, Formal analysis. EL: Methodology, Writing &#x2013; original draft. LH: Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. QL: Methodology, Writing &#x2013; original draft. QY: Writing &#x2013; review &amp; editing, Methodology, Supervision. YZ: Writing &#x2013; review &amp; editing, Supervision, Validation. ZL: Methodology, Writing &#x2013; original draft. FW: Investigation, Writing &#x2013; review &amp; editing, Methodology. SL: Conceptualization, Writing &#x2013; review &amp; editing, Supervision, Validation. DX: Conceptualization, Writing &#x2013; review &amp; editing, Project administration, Supervision, Validation.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the Collaborative Innovation Center of Guangdong Academy of Agricultural Sciences (XT202304); the Basic and Applied Basic Research Foundation of Guangzhou City (202201010474); the Key Science and Technology Research Projects in Foshan City (2220001018588), and the High-level Guangdong Province Agricultural Science and Technology Demonstration City Construction Fund Project in 2023 (2320060002429); the Innovation Foundation of Guangdong Academy of Agricultural Sciences (202113); the Special Funds for 2021 Rural Revitalization Strategy (Jiangke [2021] No. 183).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<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 id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<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>
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