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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Anim. Sci.</journal-id>
<journal-title>Frontiers in Animal Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Anim. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-6225</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fanim.2024.1469850</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Animal Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of dietary addition of mulberry leaf powder on blood metabolites and fecal microbiota composition in Hu sheep</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Guo</surname>
<given-names>Liangyong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2800361"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Shi</surname>
<given-names>Xingyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Fang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Shilei</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Qian</surname>
<given-names>Wenchun</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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<aff id="aff1">
<sup>1</sup>
<institution>Huzhou Key Laboratory of Innovation and Application of Agricultural Germplasm Resources, Huzhou Academy of Agricultural Sciences</institution>, <addr-line>Huzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Life Science, Huzhou Teachers College</institution>, <addr-line>Huzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Central Plains Environmental Protection Co. Ltd, Treatment Plant Dispatch Center</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: David L. Harmon, University of Kentucky, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Assar Ali Shah, Jiangsu University, China</p>
<p>Ravikanth Reddy Poonooru, University of Missouri, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wenchun Qian, <email xlink:href="mailto:cbb2068003@sina.com">cbb2068003@sina.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>03</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>5</volume>
<elocation-id>1469850</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Guo, Shi, Cao, Hu and Qian</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Guo, Shi, Cao, Hu and Qian</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>In livestock production, ruminant feed resources are often scarce, and numerous challenges arise during production, such as immune disorders and oxidative stress. Mulberry leaves are rich in various nutrients and exhibit significant antioxidant and immune-regulating properties. Therefore, they can be used as an unconventional feed resource in livestock production. This study investigated the effects of mulberry leaves (ML) as a feed supplement on the blood biochemical parameters and hindgut microbial structure of Hu sheep. Sixteen Hu sheep were randomly divided into two groups and fed either 0 or 60 g/d of ML. Compared to the control group, sheep fed ML showed a significant increase in AKP (<italic>P</italic> = 0.027) and GPT (<italic>P</italic> = 0.002) levels in the blood, while TP (<italic>P</italic> = 0.001) levels decreased significantly. Additionally, there was an increasing trend in GSH-Px (<italic>P</italic> = 0.082) and CAT (<italic>P</italic> = 0.058) levels. After the addition of ML, the abundance of Campylobacterota, <italic>Campylobacter</italic>, and <italic>Mailhella</italic> in the hindgut significantly increased (<italic>P</italic> &lt; 0.05), while the abundance of <italic>Alloprevotella</italic>, <italic>Roseburia</italic>, and <italic>Prevotellaceae UCG-003</italic> significantly decreased (<italic>P</italic> &lt; 0.05). Therefore, ML can serve as a natural feed supplement to regulate the immune status of animals, thereby promoting the healthy production of ruminants.</p>
</abstract>
<kwd-group>
<kwd>Hu sheep</kwd>
<kwd>mulberry leaf powder</kwd>
<kwd>blood metabolism</kwd>
<kwd>fecal microbiota</kwd>
<kwd>healthy</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="9"/>
<word-count count="4308"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Animal Nutrition</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Mulberry leaves are rich in protein, fiber, minerals, and other nutrients, making them an excellent source of feed with high biological yield, comprehensive nutritional value, good palatability, and high digestibility. They can serve as a new type of protein feed resource to address feed shortages (<xref ref-type="bibr" rid="B16">Geng et&#xa0;al., 2024</xref>). Mulberry leaves grow in regions with diverse climatic conditions worldwide, ranging from temperate to tropical areas. The annual yield of mulberry leaves can reach 25 to 30 tons per hectare, with a protein content of 18-25% (on a dry matter basis) (<xref ref-type="bibr" rid="B17">Guha et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B20">Iqbal et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Wang et&#xa0;al., 2022</xref>). Moreover, the digestibility of protein in mulberry leaves for animals can reach 75-85% (on a dry matter basis) (<xref ref-type="bibr" rid="B6">Chan et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2018</xref>). Analysis reveals that mulberry leaves possess a relatively high crude fat content and low crude fiber content, positioning them as a valuable source of high-quality protein for livestock feed. Additionally, it is also rich in protein, containing 218.6 g/kg (<xref ref-type="bibr" rid="B42">Trabi et&#xa0;al., 2017</xref>). They are rich not only in amino acid content but also in diversity. Some essential amino acids, which may be lacking in other feeds, are present in sufficient quantities in mulberry leaves, meeting the amino acid requirements of livestock and poultry and helping to balance amino acid ratios (<xref ref-type="bibr" rid="B26">Leterme et&#xa0;al., 2005</xref>). Mulberry leaves are also high in minerals, with 100 g containing 2.699% calcium and 3.101% potassium (<xref ref-type="bibr" rid="B4">Batiha et&#xa0;al., 2023</xref>). The vitamin content in mulberry leaves is also abundant, especially in B-complex and C vitamins, which are beneficial for improving the immune systems of animals (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2021</xref>). Additionally, mulberry leaves contain various physiologically active substances such as polysaccharides, flavonoids, steroids, volatile oils, and alkaloids, which play important physiological roles (<xref ref-type="bibr" rid="B29">Liu et&#xa0;al., 2001</xref>). Multiple studies have demonstrated that incorporating mulberry leaves as a feed ingredient can significantly improve the health status, productivity, meat quality, and flavor of ruminant animals. Supplementing 600 g/d of mulberry leaf feed in a rice straw-based diet can significantly increase the dry matter intake of beef cattle (<xref ref-type="bibr" rid="B41">Tan et&#xa0;al., 2012</xref>). Moreover, adding 2 g of air-dried mulberry leaves per head in the daily ration does not adversely affect the feed intake of sheep (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2015</xref>). According to <xref ref-type="bibr" rid="B29">Liu et&#xa0;al. (2001)</xref>, supplementing ammonia-treated rice straw with varying levels of mulberry leaf powder as a replacement for rapeseed meal can enhance feed intake in lambs and improve their growth performance. These findings suggest that mulberry leaf products can be added as a feed ingredient in the diets of ruminant animals.</p>
<p>In recent years, the use of unconventional plant feed ingredients has become increasingly popular, with beneficial plant-based feed ingredients being widely adopted in animal husbandry, especially in intensive farming systems (<xref ref-type="bibr" rid="B18">Hashem et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B52">Zhao et&#xa0;al., 2022a</xref>). Reports indicate that supplementing animal diets with plant feed can improve animal productivity and immune response while reducing oxidative stress and inflammation (<xref ref-type="bibr" rid="B51">Zhao et&#xa0;al., 2023a</xref>). These substances act on the gut microbiota by neutralizing free radicals and preventing their interaction with cellular DNA, while also enhancing nutrient digestion and absorption, thereby exerting immunomodulatory effects (<xref ref-type="bibr" rid="B47">Yu et&#xa0;al., 2023a</xref>). Therefore, adding feed ingredients containing natural plant nutrients such as polyphenols to animal diets is considered an optimal alternative for improving animal productivity (<xref ref-type="bibr" rid="B48">Yu et&#xa0;al., 2023b</xref>; <xref ref-type="bibr" rid="B53">Zhao et&#xa0;al., 2023b</xref>). In organic farms, a diverse grassland with high plant&#xa0;diversity ensures adequate intake of polyphenolic compounds.&#xa0;Achieving such results in intensive farming requires supplementing feed with polyphenol-rich food additives (<xref ref-type="bibr" rid="B19">Huang et&#xa0;al., 2018</xref>). This strategy has been supported by research conducted on some farms where the addition of natural plant extract antioxidants to animal feed has improved the quality of animal products (<xref ref-type="bibr" rid="B21">Ji et&#xa0;al., 2018</xref>). Additionally, these natural plant extracts play an important role in the hindgut of animals. Therefore, a comprehensive exploration of the effects of natural plant components on the blood and hindgut health of ruminant animals in intensive farming is a focal point of the modern livestock industry. Considering these factors, the aim of this study is to evaluate the effects of supplementing fattening Hu sheep with mulberry leaf powder and retrograde diets on blood parameters and hindgut microbiota.</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>Source of dried tea residue</title>
<p>Mulberry leaves purchased from Huzhou, China, were tested for their nutritional levels, yielding the following results: moisture 11.46%, crude protein 19.30%, crude fat 8.25%, crude ash 7.46%, neutral detergent fiber 34.20%, acid detergent fiber 16.38%, calcium 1.54%, phosphorus 0.10%.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Animals and treatments</title>
<p>This study selected 16 male Hu sheep with a weight of 28.96 &#xb1; 1.04 kg at three months of age. These 16 sheep were randomly divided into a control group and a treatment group, with 8 sheep in each group. The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily. The dosage of mulberry leaf powder was determined based on the results of an unpublished <italic>in vitro</italic> experiment. The basal diet chosen for the experiment (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) was a complete mixed ration, with a concentrate-to-roughage ratio of 7:3, meeting the requirements of Chinese sheep feeding standards (NY/T816-2004). The Hu sheep in the experiment were individually housed in pens and fed the basal diet twice daily (8:00 am and 5:00 pm). They had ad libitum access to feed and water throughout the experiment, which lasted for 56 days, including a 14-day adaptation period and a formal experimental period of 42 days. All experimental techniques followed the rules established by the Experimental Animal Management Committee of the Zhejiang Academy of Agricultural Sciences.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Composition and nutrient levels of the basal diet (dry matter basis %).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="2" align="left">Ingredients</th>
<th valign="middle" colspan="2" align="left">Nutrient levels<sup>2</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Corn/%</td>
<td valign="top" align="center">20.40</td>
<td valign="top" align="center">ME/(MJ/kg)</td>
<td valign="top" align="center">10.14</td>
</tr>
<tr>
<td valign="top" align="left">Wheat bran/%</td>
<td valign="top" align="center">3.56</td>
<td valign="top" align="center">CP/%</td>
<td valign="top" align="center">14.09</td>
</tr>
<tr>
<td valign="top" align="left">Soybean meal/%</td>
<td valign="top" align="center">12.80</td>
<td valign="top" align="center">EE/%</td>
<td valign="top" align="center">5.06</td>
</tr>
<tr>
<td valign="top" align="left">Corn silage/%</td>
<td valign="top" align="center">10.00</td>
<td valign="top" align="center">NDF/%</td>
<td valign="top" align="center">50.30</td>
</tr>
<tr>
<td valign="top" align="left">Peanut straw/%</td>
<td valign="top" align="center">50.00</td>
<td valign="top" align="center">ADF/%</td>
<td valign="top" align="center">22.4</td>
</tr>
<tr>
<td valign="top" align="left">NaCl/%</td>
<td valign="top" align="center">0.28</td>
<td valign="top" align="center">Ca/%</td>
<td valign="top" align="center">1.09</td>
</tr>
<tr>
<td valign="top" align="left">NaCO<sub>3</sub>/%</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">P/%</td>
<td valign="top" align="center">0.43</td>
</tr>
<tr>
<td valign="top" align="left">CaCO<sub>3</sub>/%</td>
<td valign="top" align="center">0.24</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">CaHCO<sub>3</sub>/%</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Premix<sup>1</sup>/%</td>
<td valign="top" align="center">2.00</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ME, metabolic energy; CP, crude protein; EE, ether extract, NDF, neutral detergent fiber; ADF, acid detergent fiber.</p>
</fn>
<fn>
<p>
<sup>1</sup>The premix provided the following per kilogram of the diet: Cu 16.0 mg, Fe 35.0 m, Mn 30.0 mg, Zn 80.0 mg, I 0.5 mg, Se 0.10 mg, Co 0.03 mg, VA 14400 IU, VD 4 400 IU, VE 30 mg.</p>
</fn>
<fn>
<p>
<sup>2</sup>The metabolic energy was calculated and the rest was measured.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Sample collection</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Blood sample collection</title>
<p>On the morning of the 56<sup>th</sup> day, 2 hours after feeding, blood samples were collected from the jugular vein of the Hu sheep using non-anticoagulant vacuum tubes. The samples were then centrifuged at 3,000 &#xd7; g for 15 minutes at 4&#xb0;C to collect serum. Commercial assay kits (Nanjing Jiancheng Bioengineering Institute, Nanjing, China) and a microplate reader (Multiskan FC; Thermo Fisher Scientific, Waltham, MA, USA) were used to analyze the concentrations of catalase (CAT), total superoxide dismutase (T-SOD), glutathione peroxidase (GSH-Px), malondialdehyde (MDA), total antioxidant capacity (T-AOC), free fatty acids (FFA), albumin (ALB), total protein (TP), low-density lipoprotein (LDL), high-density lipoprotein (HDL), alkaline phosphatase (AKP), acid phosphatase (ACP), glutamate pyruvate transaminase (GPT), triglycerides (TG), total cholesterol (TCH), glutamate oxaloacetate transaminase (GOT), and lactate dehydrogenase (LD). All ELISA data were recorded using a microplate reader (Multiskan FC; Thermo Fisher Scientific, Waltham, MA, USA) and analyzed according to the instructions provided by the supplier using commercial ELISA assay kits (Nanjing Jiancheng Bioengineering Institute, Nanjing, China).</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Fecal sample collection, 16S rRNA amplicon sequencing and analysis</title>
<p>On the morning of the 56<sup>th</sup> day, fecal samples were collected 2 hours after feeding and stored in liquid nitrogen until analysis. Genomic DNA was extracted from the collected fecal microbiota using the E.Z.N.A. Soil DNA Kit (Omega Bio-Tek, USA). The quantity and quality of the extracted DNA were evaluated using a ND-1000 spectrophotometer (NanoDrop, Wilmington, DE, USA), and validation was performed by running samples on a 1% agarose gel. Sequencing of the 16S rRNA gene was conducted using the Illumina MiSeq platform. For bacteria, the V3-V4 region of the 16S rRNA gene was amplified using primers 338F (5&#x2019;-barcode-ACTCCTRCGGGAGGCAGCAG-3&#x2019;) and 806R (5&#x2019;-GGACTACCVGGGTATCTAAT-3&#x2019;). PCR amplification was performed in a 25 &#x3bc;L reaction system, including 2 &#x3bc;L of DNA template, 12.5 &#x3bc;L of 2&#xd7; Taq PCR MasterMix, 2.5 &#x3bc;L of each primer, and ddH2O to adjust the final volume. PCR products were evaluated by 2% agarose gel electrophoresis and purified using the QIAquick Gel Extraction Kit (Qiagen, Hilden, Germany). Amplified products were then mixed at equimolar ratios to generate the amplicon library. Paired-end sequencing (2&#xd7;300 bp) was performed on the Illumina MiSeq sequencing system. Paired-end reads were merged using FLASH (version 1.2.11). Sequence reads were processed and analyzed using the Quantitative Insights into Microbial Ecology (QIIME) pipeline software (version 1.9.1). Operational Taxonomic Units (OTUs) were assigned to reads based on 97% similarity using average-linkage clustering. OTU raw read counts were normalized against the total number of quality-filtered reads to calculate relative abundances. Taxonomic assignments were performed for each OTU using the RDP classifier (version 2.13) against the SILVA 16S rRNA database (version 138). Alpha diversity indices, including ACE, Chao1, Shannon, and Simpson, were calculated using Mothur (version 1.30.2). Beta diversity analysis was conducted using PCoA based on weighted and unweighted UniFrac distances in QIIME. ANOSIM statistical tests were performed to identify the statistical significance of between-group beta diversity.</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Statistical analyses</title>
<p>The differences in blood biochemical parameters and microbial relative abundances observed in the experiment were analyzed using SPSS 22.0 software (SPSS Inc., Chicago, IL, USA). After conducting the Shapiro-Wilk test for normality, a two-tailed t-test was employed for analysis. A significance level of <italic>P</italic> &lt; 0.05 was considered to indicate a significant difference, 0.10 &lt; <italic>P</italic> &#x2264; 0.05 indicated a trend, and <italic>P</italic> &#x2265; 0.10 indicated no significant difference.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Serum index</title>
<p>From <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, it can be observed that the addition of ML to the diet of Hu sheep does not significantly affect the concentrations of MDA, T-AOC, and T-SOD in the blood (<italic>P</italic> &gt; 0.05). However, there is a trend of increased concentrations of GSH-Px (<italic>P</italic> = 0.082) and CAT (<italic>P</italic> = 0.058). This indicates that the addition of ML to the diet has the potential to enhance the antioxidant capacity of Hu sheep. From <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>, it can be seen that the concentration of TP in the blood significantly decreases after adding ML to the diet (<italic>P</italic> = 0.001), while the concentrations of AKP (<italic>P</italic> = 0.027) and GPT (<italic>P</italic> = 0.002) significantly increase. However, there are no significant differences in the concentrations of ALB, LD, ACP, HDL-C, LDL-C, FFA, GOT, TG, and TCH (<italic>P</italic> &gt; 0.05).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Effects of ML on the antioxidant capacity of blood in Hu sheep.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Item</th>
<th valign="middle" colspan="2" align="center">Treatments</th>
<th valign="middle" rowspan="2" align="center">SEM</th>
<th valign="middle" rowspan="2" align="center">
<italic>P</italic>-value</th>
</tr>
<tr>
<th valign="middle" align="center">CON</th>
<th valign="middle" align="center">ML</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">GSH-Px (nmol/min/mL)</td>
<td valign="middle" align="center">223.01</td>
<td valign="middle" align="center">243.70</td>
<td valign="middle" align="center">5.961</td>
<td valign="middle" align="center">0.082</td>
</tr>
<tr>
<td valign="middle" align="left">MDA (nmol/mL)</td>
<td valign="middle" align="center">3.23</td>
<td valign="middle" align="center">3.35</td>
<td valign="middle" align="center">0.080</td>
<td valign="middle" align="center">0.483</td>
</tr>
<tr>
<td valign="middle" align="left">T-AOC (&#x3bc;mol/mL)</td>
<td valign="middle" align="center">0.06</td>
<td valign="middle" align="center">0.07</td>
<td valign="middle" align="center">0.004</td>
<td valign="middle" align="center">0.738</td>
</tr>
<tr>
<td valign="middle" align="left">T-SOD (U/mL)</td>
<td valign="middle" align="center">6.02</td>
<td valign="middle" align="center">5.47</td>
<td valign="middle" align="center">0.331</td>
<td valign="middle" align="center">0.426</td>
</tr>
<tr>
<td valign="middle" align="left">CAT (&#x3bc;mol/mL)</td>
<td valign="middle" align="center">1.73</td>
<td valign="middle" align="center">1.92</td>
<td valign="middle" align="center">0.052</td>
<td valign="middle" align="center">0.058</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily. CAT, catalase; T-SOD, total superoxide dismutase; GSH-Px, glutathione peroxidase; MDA, malondialdehyde; T-AOC, total antioxidant capacity.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Effect of ML on hematological biochemical indices in Hu sheep.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Item</th>
<th valign="middle" colspan="2" align="center">Treatments</th>
<th valign="middle" rowspan="2" align="center">SEM</th>
<th valign="middle" rowspan="2" align="center">
<italic>P</italic>-value</th>
</tr>
<tr>
<th valign="middle" align="center">CON</th>
<th valign="middle" align="center">ML</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">ALB (g/L)</td>
<td valign="middle" align="center">0.17</td>
<td valign="middle" align="center">0.18</td>
<td valign="middle" align="center">0.013</td>
<td valign="middle" align="center">0.619</td>
</tr>
<tr>
<td valign="middle" align="left">TP (mg/mL)</td>
<td valign="middle" align="center">3.92</td>
<td valign="middle" align="center">3.69</td>
<td valign="middle" align="center">0.040</td>
<td valign="middle" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="left">LD (nmol/min/mL)</td>
<td valign="middle" align="center">28.70</td>
<td valign="middle" align="center">29.96</td>
<td valign="middle" align="center">0.883</td>
<td valign="middle" align="center">0.495</td>
</tr>
<tr>
<td valign="middle" align="left">ACP (&#x3bc;mol/min/mL)</td>
<td valign="middle" align="center">0.02</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">0.003</td>
<td valign="middle" align="center">0.277</td>
</tr>
<tr>
<td valign="middle" align="left">AKP (&#x3bc;mol/min/mL)</td>
<td valign="middle" align="center">0.12</td>
<td valign="middle" align="center">0.17</td>
<td valign="middle" align="center">0.011</td>
<td valign="middle" align="center">0.027</td>
</tr>
<tr>
<td valign="middle" align="left">HDL-C (mmol/L)</td>
<td valign="middle" align="center">1.34</td>
<td valign="middle" align="center">1.035</td>
<td valign="middle" align="center">0.505</td>
<td valign="middle" align="center">0.770</td>
</tr>
<tr>
<td valign="middle" align="left">LDL-C (mmol/L)</td>
<td valign="middle" align="center">1.00</td>
<td valign="middle" align="center">0.99</td>
<td valign="middle" align="center">0.017</td>
<td valign="middle" align="center">0.938</td>
</tr>
<tr>
<td valign="middle" align="left">FFA (&#x3bc;mol/L)</td>
<td valign="middle" align="center">138.50</td>
<td valign="middle" align="center">144.81</td>
<td valign="middle" align="center">4.417</td>
<td valign="middle" align="center">0.495</td>
</tr>
<tr>
<td valign="middle" align="left">GPT (nmol/min/mL)</td>
<td valign="middle" align="center">126.77</td>
<td valign="middle" align="center">127.41</td>
<td valign="middle" align="center">0.116</td>
<td valign="middle" align="center">0.002</td>
</tr>
<tr>
<td valign="middle" align="left">GOT (nmol/min/mL))</td>
<td valign="middle" align="center">29.65</td>
<td valign="middle" align="center">25.38</td>
<td valign="middle" align="center">1.294</td>
<td valign="middle" align="center">0.100</td>
</tr>
<tr>
<td valign="middle" align="left">TG (mmol/L)</td>
<td valign="middle" align="center">0.19</td>
<td valign="middle" align="center">0.21</td>
<td valign="middle" align="center">0.018</td>
<td valign="middle" align="center">0.619</td>
</tr>
<tr>
<td valign="middle" align="left">TCH (mmol/L)</td>
<td valign="middle" align="center">1.26</td>
<td valign="middle" align="center">1.20</td>
<td valign="middle" align="center">0.084</td>
<td valign="middle" align="center">0.728</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily. FFA, free fatty acids; ALB, albumin; TP, total protein; LDL, low-density lipoprotein; HDL, high-density lipoprotein; AKP, alkaline phosphatase; ACP, acid phosphatase; GPT, glutamate pyruvate transaminase; TG, triglycerides; TCH, total cholesterol; GOT, glutamate oxaloacetate transaminase; and LD, lactate dehydrogenase.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Structural changes in the gut microbiota</title>
<p>In <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, the microbial composition of the CON and ML groups is presented. As seen in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>, the dilution curves of the sequencing samples reach a plateau, indicating that the sequencing depth meets the requirements. <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref> shows the PCA scores of the two groups, indicating that there is no significant separation between them. Further analysis of the microbial composition at the phylum level reveals that both the CON and ML groups have similar compositions, primarily composed of Firmicutes, Bacteroidota, Spirochaetota, Proteobacteria, Fibrobacterota, Verrucomicrobiota, Desulfobacterota, Cyanobacteria, Actinobacteriota, and Campylobacterota (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). At the genus level, the microbial composition of both groups is also consistent, comprising <italic>Rikenellaceae RC9 gut group</italic>, <italic>UCG-005</italic>, <italic>Bacteroides</italic>, <italic>Treponema</italic>, <italic>Alistipes</italic>, <italic>Christensenellaceae R-7 group</italic>, <italic>Monoglobus</italic>, <italic>Lachnospiraceae NK4A136 group</italic>, <italic>Succinivibrio</italic>, and <italic>Prevotellaceae UCG-003</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). Additionally, according to <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>, there are no significant differences in the &#x3b1;-diversity of the microbiota (<italic>P</italic> &gt; 0.05). This suggests that the addition of ML to the diet does not have a negative impact on the composition of hindgut microbiota.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Overview of the structure and composition of gut microbiota. <bold>(A)</bold> Dilution curves of all samples. <bold>(B)</bold> PCA score plot based on unweighted analysis. <bold>(C)</bold> Composition of bacteria at the phylum level across all samples. <bold>(D)</bold> Composition of bacteria at the genus level across all samples. The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-05-1469850-g001.tif"/>
</fig>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Effects of ML on the &#x3b1; diversity of fecal bacteria in Hu sheep.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Item</th>
<th valign="middle" colspan="2" align="center">Treatments</th>
<th valign="middle" rowspan="2" align="center">SEM</th>
<th valign="middle" rowspan="2" align="center">
<italic>P</italic>-value</th>
</tr>
<tr>
<th valign="middle" align="center">CON</th>
<th valign="middle" align="center">ML</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Observed_species</td>
<td valign="middle" align="center">2418.38</td>
<td valign="middle" align="center">2460.75</td>
<td valign="middle" align="center">56.638</td>
<td valign="middle" align="center">0.722</td>
</tr>
<tr>
<td valign="middle" align="left">Chao1</td>
<td valign="middle" align="center">2897.90</td>
<td valign="middle" align="center">2941.67</td>
<td valign="middle" align="center">61.076</td>
<td valign="middle" align="center">0.733</td>
</tr>
<tr>
<td valign="middle" align="left">ACE</td>
<td valign="middle" align="center">2948.43</td>
<td valign="middle" align="center">3009.75</td>
<td valign="middle" align="center">59.821</td>
<td valign="middle" align="center">0.625</td>
</tr>
<tr>
<td valign="middle" align="left">Shannon</td>
<td valign="middle" align="center">6.41</td>
<td valign="middle" align="center">6.38</td>
<td valign="middle" align="center">0.087</td>
<td valign="middle" align="center">0.904</td>
</tr>
<tr>
<td valign="middle" align="left">Simpson</td>
<td valign="middle" align="center">0.99</td>
<td valign="middle" align="center">0.99</td>
<td valign="middle" align="center">0.002</td>
<td valign="middle" align="center">0.547</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We compared the specific microbial abundances and found that after adding ML to the diet, the abundance of Campylobacterota at the phylum level significantly increased (<italic>P</italic> &lt; 0.05). At the genus level, the abundances of <italic>Campylobacter</italic> and <italic>Mailhella</italic> significantly increased (<italic>P</italic> &lt; 0.05), while the abundances of <italic>Alloprevotella</italic>, <italic>Roseburia</italic>, and <italic>Prevotellaceae UCG-003</italic> significantly decreased (<italic>P</italic> &lt; 0.05). There was a decreasing trend in the abundances of <italic>Rikenellaceae RC9 gut group</italic> (<italic>P</italic> = 0.067) and <italic>UCG-002</italic> (<italic>P</italic> = 0.081, <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>Comparative analysis of microbial relative abundance. * denotes <italic>P</italic> &lt; 0.05, ** denotes <italic>P</italic> &lt; 0.01. Data were presented as means &#xb1; SEM (n=8 per group). The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-05-1469850-g002.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> displays the core composition of gut microbiota in the CON and ML groups. In the CON group, the significant core&#xa0;microbiota include <italic>Ruminococcaceae</italic> uncultured, <italic>Hydrogenoanaerobacterium</italic>, <italic>Succinivibrio</italic>, <italic>Acetitomaculum</italic>, <italic>Clostridia</italic> norank, <italic>UCG-009</italic>, <italic>NK4A214</italic> group, and <italic>Alloprevotella</italic>. In the ML group, the significant core microbiota consist of <italic>Lachnoclostridium</italic>, <italic>Rickettsiales</italic> norank, <italic>UCG-005</italic>, <italic>Marinbryantia</italic>, <italic>Oscillibacter</italic>, <italic>Ruminococcaceae</italic> norank, <italic>Papillibacter</italic>, <italic>Ruminiclostridium</italic>, <italic>Gastranaerophilales</italic>, <italic>Quinella</italic>, and <italic>Ruminococcus</italic>.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Overview of the composition of core microbiota network interactions. Data were presented as means &#xb1; SEM (n=8 per group). The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-05-1469850-g003.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Correlation between gut microbiota and blood indices</title>
<p>We utilized Spearman correlation analysis to examine the correlation between trending microbiota and all detected blood indices (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). We found a significant negative correlation (<italic>P</italic> &lt; 0.05, R &lt; -0.5) between <italic>Prevotellaceae UCG-003</italic> and ABL, TG, LD, and FFA. <italic>Mailhella</italic> exhibited a significant positive correlation (<italic>P</italic> &lt; 0.05, R &gt; 0.5) with LD, FFA, and ACP. <italic>UCG-002</italic> showed a significant positive correlation (<italic>P</italic> &lt; 0.05, R &gt; 0.5) with MDA and ACP, and a significant negative correlation (<italic>P</italic> &lt; 0.05, R &lt; -0.5) with T-AOC. ACP exhibited a significant positive correlation (<italic>P</italic> &lt; 0.05, R &gt; 0.5) with <italic>Campylobacter</italic> and a significant negative correlation (<italic>P</italic> &lt; 0.05, R &lt; -0.5) with <italic>Alloprevotella</italic>. <italic>Rikenellaceae RC9 gut group</italic> showed a significant positive correlation (<italic>P</italic> &lt; 0.05, R &gt; 0.5) with ALB.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Correlation analysis between blood indices and microbiota showing trends of change. * denotes <italic>P</italic> &lt; 0.05, ** denotes <italic>P</italic> &lt; 0.01, *** denotes <italic>P</italic> &lt; 0.001. The control group was fed a basal diet (CON, n=8), while the treatment group was fed with 60 g of mulberry leaf powder (ML, n=8) daily. CAT, catalase; T-SOD, total superoxide dismutase; GSH-Px, glutathione peroxidase; MDA, malondialdehyde; T-AOC, total antioxidant capacity. FFA, free fatty acids; ALB, albumin; TP, total protein; LDL, low-density lipoprotein; HDL, high-density lipoprotein; AKP, alkaline phosphatase; ACP, acid phosphatase; GPT, glutamate pyruvate transaminase; TG, triglycerides; TCH, total cholesterol; GOT, glutamate oxaloacetate transaminase, and LD, lactate dehydrogenase.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-05-1469850-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Adding food, industrial by-products, or unconventional feed products to animal diets is becoming an important approach in the development of animal husbandry today. For example, adding apple pomace (<xref ref-type="bibr" rid="B32">Maslovari&#x107; et&#xa0;al., 2017</xref>), citrus peel (<xref ref-type="bibr" rid="B54">Zhao et&#xa0;al., 2022b</xref>), and other vegetable and fruit waste to feed has become increasingly common (<xref ref-type="bibr" rid="B35">Sahoo et&#xa0;al., 2021</xref>). Previous studies have demonstrated that mulberry leaves are rich in various bioactive compounds, including flavonoids and phenolic acids, which contribute to their efficacy as a high-quality immune modulator (<xref ref-type="bibr" rid="B11">Cui X. et&#xa0;al., 2023</xref>). These bioactive components, such as flavonoids, can effectively improve the health status of the host through pathways like the PI3K-Akt signaling pathway and the AGE-RAGE pathway (<xref ref-type="bibr" rid="B30">Lv et&#xa0;al., 2022</xref>). Additionally, many studies have reported that mulberry leaves also have a certain growth-promoting effect, which will be an important focus of our future research (<xref ref-type="bibr" rid="B13">Ding et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B33">Mengistu et&#xa0;al., 2020</xref>).</p>
<p>In the animal biological system, the redox system plays a crucial role in the host&#x2019;s immune and health status. GSH-Px, MDA, T-AOC, T-SOD, and CAT are the main indicators used to evaluate the antioxidant capacity of animals. Among these, GSH-Px reduces toxic hydrogen peroxide and organic peroxides to relatively harmless water and corresponding alcohols, playing a role in clearing peroxides within cells (<xref ref-type="bibr" rid="B12">Czy&#x17c;owska et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B36">Sharma et&#xa0;al., 2021</xref>). CAT, on the other hand, is another antioxidant enzyme responsible for breaking down hydrogen peroxide (a type of oxygen free radical) into water and oxygen, thus protecting cells from oxidative stress damage, especially in tissues with active aerobic metabolism such as the liver and lungs (<xref ref-type="bibr" rid="B23">Kang et&#xa0;al., 2013</xref>). In this study, there was an increasing trend in GSH-Px and CAT after adding mulberry leaves to the diet, indicating that mulberry leaves have a positive effect on improving the immune status of sheep. This finding is consistent with previous research results (<xref ref-type="bibr" rid="B22">Jin et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B27">Li et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B38">Shi et&#xa0;al., 2022</xref>). This effect may be attributed to the various bioactive components abundant in mulberry leaves, similar to the significant antioxidant capacity reported previously for polysaccharides and flavonoids in mulberry leaves (<xref ref-type="bibr" rid="B24">Kim et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Liao et&#xa0;al., 2017</xref>). Our current research does not offer a comprehensive analysis of antioxidant indicators. While some indicators show an improving trend, this does not fully substantiate the antioxidant effects of ML. It merely suggests that ML does not negatively impact the antioxidant system of Hu sheep. The specific effects will be explored in greater detail in future studies.</p>
<p>During the growth and development of animals, the concentrations of AKP and GPT reflect the growth and remodeling of bone and muscle tissues (<xref ref-type="bibr" rid="B14">Eriksson et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B39">Sobhani et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B43">Wang et&#xa0;al., 2017</xref>). In bone tissue, AKP is primarily secreted by osteoblasts and plays a critical role in promoting the deposition of calcium and phosphate, thereby facilitating bone mineralization and formation. AKP catalyzes the hydrolysis of phosphate esters, converting organic phosphate esters into inorganic phosphate and alcohols or phenols, a process essential for bone mineralization (<xref ref-type="bibr" rid="B1">Ansari et&#xa0;al., 2022</xref>). GPT catalyzes the transamination reaction between glutamate and pyruvate, converting glutamate to &#x3b1;-ketoglutarate and pyruvate to alanine. This process is essential for amino acid metabolism and nitrogen transport (<xref ref-type="bibr" rid="B45">Wei et&#xa0;al., 2022</xref>). In this study, the addition of mulberry leaves to the animal diet resulted in increased concentrations of AKP and GPT, suggesting that mulberry leaves may influence certain blood hormones to regulate the host&#x2019;s development. However, the specific mechanisms underlying this effect warrant further investigation. The concentration of TP also reflects the metabolism within the animal&#x2019;s body. A slight decrease in TP levels may indicate metabolic adjustments within the animal&#x2019;s body (<xref ref-type="bibr" rid="B31">Mapfumo and Muchenje, 2015</xref>; <xref ref-type="bibr" rid="B34">Rogaly et&#xa0;al., 1982</xref>). In this study, the observed decrease in TP levels may be associated with the liver and kidney functions of Hu sheep. However, it remains unclear whether ML have a beneficial or detrimental effect on TP regulation. Some studies suggest that a moderate reduction in TP may be linked to immune system modulation, potentially lowering hyperactive immune responses and reducing inflammation-related damage (<xref ref-type="bibr" rid="B3">Azzini et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B15">Fuellen et&#xa0;al., 2023</xref>). Although there are indirect reports indicating that supplementing Hu sheep diets with ML may enhance protein utilization efficiency in intensive farming, the specific mechanisms underlying this effect remain unexplored and require further investigation (<xref ref-type="bibr" rid="B2">Ariyarathne et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B25">Laroche et&#xa0;al., 2022</xref>). This suggests that the addition of mulberry leaves to the diet has the potential to influence the host&#x2019;s physiological processes. However, further investigation is needed to determine whether all these effects are indeed beneficial (<xref ref-type="bibr" rid="B10">Cui W. et&#xa0;al., 2023</xref>).</p>
<p>In this study, we focused on the influence of mulberry leaves on the composition of the intestinal microbiota. At the phylum level,&#xa0;there was a significant increase in the abundance of Campylobacterota, which may be due to the relative decrease in the abundance of other phyla. At the genus level, <italic>Campylobacterin</italic> the intestine may play a role in food degradation and digestion, potentially secreting enzymes that break down complex food components and facilitate nutrient absorption in the host (<xref ref-type="bibr" rid="B5">Burnham and Hendrixson, 2018</xref>). However, most studies identify <italic>Campylobacter</italic> as a harmful pathogen responsible for animal diseases. The observed increase in abundance in this study might be linked to the host&#x2019;s nutrient metabolism. <italic>Campylobacter</italic> possesses unique metabolic pathways, primarily utilizing amino acids and organic acids as carbon and energy sources, instead of relying on carbohydrate fermentation. This adaptation enables their survival in low-oxygen environments, such as the gut and foodborne microbial niches (<xref ref-type="bibr" rid="B40">Stahl et&#xa0;al., 2012</xref>). Moreover, there are few reports regarding <italic>Mailhella</italic>, but it may contribute to maintaining the diversity and stability of the intestinal microbiota, interacting with other microbial communities to collectively maintain normal intestinal function. The significant increase in the abundance of <italic>Campylobacterota</italic>, <italic>Campylobacter</italic>, and <italic>Mailhella</italic> in this study may be related to changes in certain indicators in the blood, as demonstrated in the correlation analysis. Meanwhile, the observed decrease in the abundance of <italic>Alloprevotella</italic>, <italic>Roseburia</italic>, and <italic>Prevotellaceae UCG-003</italic> may be attributed to changes in the microbial network. Additionally, their changes are strongly correlated with immune metabolic capacity (<xref ref-type="bibr" rid="B37">Shen et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B46">Ye et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B49">Yu et al, 2023c</xref>). Finally, we observed a significant increase in the complexity of the microbial network in the hindgut following the addition of mulberry leaves to the diet. More complex microbial networks are known to possess greater resistance to adverse external factors (<xref ref-type="bibr" rid="B48">Yu et&#xa0;al., 2023b</xref>; <xref ref-type="bibr" rid="B50">Yu et&#xa0;al., 2024</xref>), further supporting the notion that mulberry leaves can modulate intestinal microbiota structure and enhance host health.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>This study offers new insights into the use of ML in ruminant production. The inclusion of ML can elevate the levels of AKP and GPT in the blood, and showing potential to enhance the host&#x2019;s antioxidant capacity and improve the hindgut microbiota structure of Hu sheep. These findings are significant for the development of alternative feed resources. ML is a promising feed ingredient that benefits both animal health and environmental sustainability. Further investigation into ML&#x2019;s impact on rumen fermentation, metabolism, and microbial communities in ruminants will support its wider adoption in ruminant production.</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 publicly available. This data can be found here: NCBI BioProject, accession PRJNA1191173.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Animal Care and Use Committee at Zhejiang Academy of Agricultural Sciences. The study was conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the owners for the participation of their animals in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>LG: Conceptualization, Data curation, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. XS: Software, Supervision, Validation, Visualization, Writing &#x2013; original draft. FC: Data curation, Methodology, Project administration, Resources, Software, Writing &#x2013; original draft. SH: Investigation, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft. WQ: Conceptualization, Formal analysis, Funding acquisition, Investigation, Supervision, Validation, Writing &#x2013; review &amp; editing.</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 work was supported by the China Agriculture Research System of MOF and MARA (CARS-18-SYZ05) and Zhejiang Province Industrial Technology Team Project (2022CSSFD08).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Author SH was employed by the company Central Plains Environmental Protection Co. Ltd.</p>
<p>The remaining 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="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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ansari</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Hofmann</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Alkaline phosphatase activity of serum affects osteogenic differentiation cultures</article-title>. <source>ACS Omega</source> <volume>7</volume>, <fpage>12724</fpage>&#x2013;<lpage>12733</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/acsomega.1c07225</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ariyarathne</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Correa-Luna</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Blair</surname> <given-names>H. T.</given-names>
</name>
<name>
<surname>Garrick</surname> <given-names>D. J.</given-names>
</name>
<name>
<surname>Lopez-Villalobos</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Identification of genomic regions associated with concentrations of milk fat, protein, urea and efficiency of crude protein utilization in grazing dairy cows</article-title>. <source>Genes</source> <volume>12</volume>, <elocation-id>456</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/genes12030456</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Azzini</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Peluso</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Intorre</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Barnaba</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Venneria</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Foddai</surname> <given-names>M. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Total and plant protein consumption: the role of inflammation and risk of non-communicable disease</article-title>. <source>Int. J. Mol. Sci.</source> <volume>23</volume>, <elocation-id>8008</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms23148008</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Batiha</surname> <given-names>G. E.</given-names>
</name>
<name>
<surname>Al-Snafi</surname> <given-names>A. E.</given-names>
</name>
<name>
<surname>Thuwaini</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Teibo</surname> <given-names>J. O.</given-names>
</name>
<name>
<surname>Shaheen</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Akomolafe</surname> <given-names>A. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Morus alba: a comprehensive phytochemical and pharmacological review</article-title>. <source>Naunyn. Schmiedebergs. Arch. Pharmacol.</source> <volume>396</volume>, <fpage>1399</fpage>&#x2013;<lpage>1413</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00210-023-02434-4</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burnham</surname> <given-names>P. M.</given-names>
</name>
<name>
<surname>Hendrixson</surname> <given-names>D. R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Campylobacter jejuni: collective components promoting a successful enteric lifestyle</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>16</volume>, <fpage>551</fpage>&#x2013;<lpage>565</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41579-018-0037-9</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chan</surname> <given-names>E. W.</given-names>
</name>
<name>
<surname>Lye</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Phytochemistry, pharmacology, and clinical trials of morus alba</article-title>. <source>Chin. J. Nat. Med.</source> <volume>14</volume>, <fpage>17</fpage>&#x2013;<lpage>30</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3724/SP.J.1009.2016.00017</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Mohamad Razali</surname> <given-names>U. H.</given-names>
</name>
<name>
<surname>Saikim</surname> <given-names>F. H.</given-names>
</name>
<name>
<surname>Mahyudin</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mohd Noor</surname> <given-names>N. Q. I.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Morus alba l. Plant: bioactive compounds and potential as a functional food ingredient</article-title>. <source>Foods</source> <volume>10</volume>, <elocation-id>689</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/foods10030689</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Tu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Lou</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Effects of mulberry leaf flavonoid and resveratrol on methane emission and nutrient digestion in sheep</article-title>. <source>Anim. Nutr.</source> <volume>1</volume>, <fpage>362</fpage>&#x2013;<lpage>367</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aninu.2015.12.008</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Hamann</surname> <given-names>M. T.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>D.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>A chemical investigation of the leaves of morus alba l</article-title>. <source>Molecules</source> <volume>23</volume>, <elocation-id>1018</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/molecules23051018</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Effect of mulberry leaf or mulberry leaf extract on glycemic traits: a systematic review and meta-analysis</article-title>. <source>Food Funct.</source> <volume>14</volume>, <fpage>1277</fpage>&#x2013;<lpage>1289</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1039/d2fo02645g</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Jiao</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Transcriptomics and metabolomics analysis reveal the anti-oxidation and immune boosting effects of mulberry leaves in growing mutton sheep</article-title>. <source>Front. Immunol.</source> <volume>13</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2022.1088850</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Czy&#x17c;owska</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sataranatarajan</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Kinter</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Tyrell</surname> <given-names>V. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Elevated phospholipid hydroperoxide glutathione peroxidase (gpx4) expression modulates oxylipin formation and inhibits age-related skeletal muscle atrophy and weakness</article-title>. <source>Redox Biol.</source> <volume>64</volume>, <elocation-id>102761</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.redox.2023.102761</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ding</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>He</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Effects of feeding fermented mulberry leaf powder on growth performance, slaughter performance, and meat quality in chicken broilers</article-title>. <source>Animals</source> <volume>11</volume>, <elocation-id>3294</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ani11113294</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eriksson</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Strandberg</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Lipcsey</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Larsson</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Evaluation of intraosseous sampling for measurements of alanine aminotransferase, alkaline phosphatase, aspartate aminotransferase, creatinine kinase, gamma-glutamyl transferase and lactate dehydrogenase</article-title>. <source>Scand. J. Clin. Lab. Invest.</source> <volume>76</volume>, <fpage>597</fpage>&#x2013;<lpage>600</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/00365513.2016.1230774</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fuellen</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Walter</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Henze</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bohmert</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Palmer</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Protein biomarkers in blood reflect the interrelationships between stroke outcome, inflammation, coagulation, adhesion, senescence and cancer</article-title>. <source>Cell. Mol. Neurobiol.</source> <volume>43</volume>, <fpage>1413</fpage>&#x2013;<lpage>1424</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10571-022-01260-1</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Geng</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Effects of dietary mulberry leaves on growth, production performance, gut microbiota, and immunological parameters in poultry and livestock: a systematic review and meta-analysis</article-title>. <source>Anim. Biosci.</source> <volume>37</volume>, <fpage>1065</fpage>&#x2013;<lpage>1076</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5713/ab.23.0449</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guha</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Sengupta</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Reddy</surname> <given-names>A. R.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Physiological optimality, allocation trade-offs and antioxidant protection linked to better leaf yield performance in drought exposed mulberry</article-title>. <source>J. Sci. Food. Agric.</source> <volume>90</volume>, <fpage>2649</fpage>&#x2013;<lpage>2659</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jsfa.4135</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hashem</surname> <given-names>N. M.</given-names>
</name>
<name>
<surname>Gonzalez-Bulnes</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Simal-Gandara</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Polyphenols in farm animals: source of reproductive gain or waste</article-title>? <source>Antioxidants</source> <volume>9</volume>, <elocation-id>1023</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/antiox9101023</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Potential and challenges of tannins as an alternative to in-feed antibiotics for farm animal production</article-title>. <source>Anim. Nutr.</source> <volume>4</volume>, <fpage>137</fpage>&#x2013;<lpage>150</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aninu.2017.09.004</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iqbal</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Younas</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Sirajuddin</surname>
</name>
<name>
<surname>Chan</surname> <given-names>K. W.</given-names>
</name>
<name>
<surname>Sarfraz</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Uddin</surname> <given-names>M. K.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Proximate composition and antioxidant potential of leaves from three varieties of mulberry (morus sp.): A comparative study</article-title>. <source>Int. J. Mol. Sci.</source> <volume>13</volume>, <fpage>6651</fpage>&#x2013;<lpage>6664</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms13066651</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname> <given-names>Z. K.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The application progress of 3d printing technology in ophthalmology</article-title>. <source>Chung-Hua Yen K&#x2019;o Tsa Chih.</source> <volume>54</volume>, <fpage>72</fpage>&#x2013;<lpage>76</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3760/cma.j.issn.0412-4081.2018.01.014</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jin</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhuo</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Characteristics of mulberry leaf powder enriched with gamma-aminobutyric acid and its antioxidant capacity as a potential functional food ingredient</article-title>. <source>Front. Nutr.</source> <volume>9</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fnut.2022.900718</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kang</surname> <given-names>M. Y.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Piao</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>K. H.</given-names>
</name>
<name>
<surname>Hyun</surname> <given-names>J. W.</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>I.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>The critical role of catalase in prooxidant and antioxidant function of p53</article-title>. <source>Cell Death Differ.</source> <volume>20</volume>, <fpage>117</fpage>&#x2013;<lpage>129</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/cdd.2012.102</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Nam</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Ju</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Choe</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Response surface methodology for optimization of process parameters and antioxidant properties of mulberry (morus alba l.) Leaves by extrusion</article-title>. <source>Molecules</source> <volume>25</volume>, <elocation-id>5231</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/molecules25225231</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laroche</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Gervais</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Lapierre</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ouellet</surname> <given-names>D. R.</given-names>
</name>
<name>
<surname>Tremblay</surname> <given-names>G. F.</given-names>
</name>
<name>
<surname>Halde</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Milk production and efficiency of utilization of nitrogen, metabolizable protein, and amino acids are affected by protein and energy supplies in dairy cows fed alfalfa-based diets</article-title>. <source>J. Dairy Sci.</source> <volume>105</volume>, <fpage>329</fpage>&#x2013;<lpage>346</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3168/jds.2021-20923</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leterme</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Londo O</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Estrada</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Souffrant</surname> <given-names>W. B.</given-names>
</name>
<name>
<surname>Buldgen</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Chemical composition, nutritive value and voluntary intake of tropical tree foliage and cocoyam in pigs</article-title>. <source>J. Sci. Food Agric.</source> <volume>85</volume>, <fpage>1725</fpage>&#x2013;<lpage>1732</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jsfa.2177</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Mulberry leaf polyphenols alleviated high-fat diet-induced obesity in mice</article-title>. <source>Front. Nutr.</source> <volume>9</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fnut.2022.979058</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liao</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Thakur</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Thermal and antioxidant properties of polysaccharides sequentially extracted from mulberry leaves (morus alba l.)</article-title>. <source>Mol. (Basel Switzerland)</source> <volume>22</volume>, <elocation-id>2271</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/molecules22122271</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>J. X.</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Yan</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>J. Q.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Z. Q.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Effects of mulberry leaves to replace rapeseed meal on performance of sheep feeding on ammoniated rice straw diet</article-title>. <source>Small Ruminant Res.</source> <volume>39</volume>, <fpage>131</fpage>&#x2013;<lpage>136</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0921-4488(00)00180-2</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lv</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Pu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Guan</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Novel active compounds and the anti-diabetic mechanism of mulberry leaves</article-title>. <source>Front. Pharmacol.</source> <volume>13</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fphar.2022.986931</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mapfumo</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Muchenje</surname> <given-names>V.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Comparative changes in monthly blood urea nitrogen, total protein concentrations, and body condition scores of nguni cows and heifers raised on sweetveld</article-title>. <source>S. Afr. J. Anim. Sci.</source> <volume>45</volume>, <fpage>96</fpage>&#x2013;<lpage>103</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4314/SAJAS.V45I1.12</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maslovari&#x107;</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Vukmirovi&#x107;</surname> <given-names>&#x110;.</given-names>
</name>
<name>
<surname>Pezo</surname> <given-names>L.</given-names>
</name>
<name>
<surname>&#x10c;olovi&#x107;</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Jovanovi&#x107;</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Spasevski</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Influence of apple pomace inclusion on the process of animal feed pelleting</article-title>. <source>Food Additives Contaminants: Part A.</source> <volume>34</volume>, <fpage>1353</fpage>&#x2013;<lpage>1363</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/19440049.2017.1303851</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mengistu</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Assefa</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Tilahun</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Noug seed (guizotia abyssinica) cake substituted with dried mulberry (morus indica) andvernonia amygdalina mixed leaves&#x2019; meal on growth performances of bonga sheep at teppi, Ethiopia</article-title>. <source>J. Nutr. Metab.</source> <volume>2020</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2020/9308761</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rogaly</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Clague</surname> <given-names>M. B.</given-names>
</name>
<name>
<surname>Carmichael</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Wright</surname> <given-names>P. D.</given-names>
</name>
<name>
<surname>Johnston</surname> <given-names>I. D. A.</given-names>
</name>
</person-group> (<year>1982</year>). <article-title>Comparison of body protein metabolism during total parenteral nutrition using glucose or glucose and fat as the energy source</article-title>. <source>Clin. Nutr.</source> <volume>1</volume>, <fpage>81</fpage>&#x2013;<lpage>90</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0261-5614(82)90008-5</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sahoo</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Sarkar</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Lal</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Kumawat</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>S.</given-names>
</name>
<name>
<surname>De</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Utilization of fruit and vegetable waste as an alternative feed resource for sustainable and eco-friendly sheep farming</article-title>. <source>Waste Manage.</source> <volume>128</volume>, <fpage>232</fpage>&#x2013;<lpage>242</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.wasman.2021.04.050</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Shin</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Nah</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Mai</surname> <given-names>H. N.</given-names>
</name>
<name>
<surname>Nguyen</surname> <given-names>B. T.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Glutathione peroxidase-1 and neuromodulation: novel potentials of an old enzyme</article-title>. <source>Food. Chem. Toxicol.</source> <volume>148</volume>, <elocation-id>111945</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fct.2020.111945</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Nie</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Roseburia intestinalis stimulates tlr5-dependent intestinal immunity against crohn&#x2019;s disease</article-title>. <source>Ebiomedicine</source> <volume>85</volume>, <elocation-id>104285</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2022.104285</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>The protective effect of mulberry leaf flavonoids on high-carbohydrate-induced liver oxidative stress, inflammatory response and intestinal microbiota disturbance in monopterus albus</article-title>. <source>Antioxidants</source> <volume>11</volume>, <elocation-id>976</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/antiox11050976</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sobhani</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Aryan</surname> <given-names>R.</given-names>
</name>
<name>
<surname>AkbariRad</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ebrahimi</surname> <given-names>M. E.</given-names>
</name>
<name>
<surname>Alinezhad-Namaghi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Sobhani</surname> <given-names>S. R.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>The association between anthropometry indices and serum concentrations of gamma-glutamyl transferase, alkaline phosphatase, alanine aminotransferase, and aspartate aminotransferase</article-title>. <source>BioMed. Res. Int.</source> <volume>2021</volume>, <elocation-id>2365399</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2021/2365399</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stahl</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Butcher</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Stintzi</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Nutrient acquisition and metabolism by campylobacter jejuni</article-title>. <source>Front. Cell. Infect. Microbiol.</source> <volume>2</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcimb.2012.00005</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>N. D.</given-names>
</name>
<name>
<surname>Wanapat</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Uriyapongson</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cherdthong</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pilajun</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Enhancing mulberry leaf meal with urea by pelleting to improve rumen fermentation in cattle</article-title>. <source>Asian Australas. J. Anim. Sci.</source> <volume>25</volume>, <fpage>452</fpage>&#x2013;<lpage>461</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5713/ajas.2011.11270</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trabi</surname> <given-names>E. B.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Shao</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Effect of glucose and lactic acid bacteria on the fermentation quality, chemical compositions effect of glucose and lactic acid bacteria on the fermentation quality, chemical compositions and in <italic>vitro</italic> digestibility of mulberry (morus alba) leaf silage</article-title>. <source>Pak. J. Zool.</source> <volume>49</volume>, <fpage>2271</fpage>&#x2013;<lpage>2277</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.17582/journal.pjz/2017.49.6.2271.2277</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Xue</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Phosphorylated peptides from antarctic krill (euphausia superba) improve fracture healing in mice with ovariectomy induced osteoporosis</article-title>. <source>J. Food Biochem.</source> <volume>41</volume>, <fpage>e12408</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jfbc.12408</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Protective application of morus and its extracts in animal production</article-title>. <source>Animals</source> <volume>12</volume>, <elocation-id>3541</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ani12243541</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Bott</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Cluntun</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>J. T.</given-names>
</name>
<name>
<surname>Cunningham</surname> <given-names>C. N.</given-names>
</name>
<name>
<surname>Schell</surname> <given-names>J. C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Mitochondrial pyruvate supports lymphoma proliferation by fueling a glutamate pyruvate transaminase 2-dependent glutaminolysis pathway</article-title>. <source>Sci. Adv.</source> <volume>8</volume>, <fpage>eabq117</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciadv.abq0117</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ye</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hou</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>The microbiota and cytokines correlation between the jejunum and colon in altay sheep</article-title>. <source>Animals</source> <volume>12</volume>, <elocation-id>1564</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ani12121564</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2023</year>a). <article-title>Citrus flavonoid extracts alter the profiling of rumen antibiotic resistance genes and virulence factors of dairy cows</article-title>. <source>Front. Microbiol.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2023.1201262</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Tu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>b). <article-title>Characterization of the dynamic changes of ruminal microbiota colonizing citrus pomace waste during rumen incubation for volatile fatty acid production</article-title>. <source>Microbiol. Spectr.</source> <volume>11</volume>, <fpage>e351722</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/spectrum.03517-22</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Tu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>c). <article-title>Dietary citrus flavonoid extract improves lactational performance through modulating rumen microbiome and metabolites in dairy cows</article-title>. <source>Food Funct.</source> <volume>14</volume>, <fpage>94</fpage>&#x2013;<lpage>111</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1039/d2fo02751h</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Flavonoids from citrus peel display potential synergistic effects on inhibiting rumen methanogenesis and ammoniagenesis: a microbiome perspective</article-title>. <source>Environ. Sci. pollut. Res.</source> <volume>31</volume>, <fpage>21208</fpage>&#x2013;<lpage>21223</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11356-024-32509-5</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>a). <article-title>Feeding citrus flavonoid extracts decreases bacterial endotoxin and systemic inflammation and improves immunometabolic status by modulating hindgut microbiome and metabolome in lactating dairy cows</article-title>. <source>Anim. Nutr.</source> <volume>13</volume>, <fpage>386</fpage>&#x2013;<lpage>400</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aninu.2023.03.007</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>a). <article-title>Microbiome-metabolomics insights into the milk of lactating dairy cows to reveal the health-promoting effects of dietary citrus peel extracts on the mammary metabolism</article-title>. <source>Foods</source> <volume>11</volume>, <elocation-id>4119</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/foods11244119</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>b). <article-title>Integrated multi-omics analysis reveals the positive leverage of citrus flavonoids on hindgut microbiota and host homeostasis by modulating sphingolipid metabolism in mid-lactation dairy cows consuming a high-starch diet</article-title>. <source>Microbiome</source> <volume>11</volume>, <fpage>236</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s40168-023-01661-4</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tu</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>b). <article-title>Lipidomic profiling using gc and lc-ms/ms revealed the improved milk quality and lipid composition in dairy cows supplemented with citrus peel extract</article-title>. <source>Food Res. Int.</source> <volume>161</volume>, <elocation-id>111767</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.foodres.2022.111767</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>