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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2026.1766777</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of dietary berberine hydrochloride on growth, immunity, meat quality, and fecal microbiota in broiler chickens</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Juan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3368734"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Lv</surname>
<given-names>Changxu</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Tan</surname>
<given-names>Mingyang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1981748"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Desheng</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2162939"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Zhaoquan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yaping</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zou</surname>
<given-names>Qiangqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2046087"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
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</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Health &#x0026; Medical Sciences College, Yantai Nanshan University</institution>, <city>Yantai</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>School of Medical and Health Care, Shandong Cultural Industry Vocational College</institution>, <city>Qingdao</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>College of Animal Husbandry and Veterinary Medicine, Jinzhou Medical University</institution>, <city>Jinzhou</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Qiangqiang Zou, <email xlink:href="mailto:zq1122113@163.com">zq1122113@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-18">
<day>18</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1766777</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>26</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Chen, Lv, Tan, Li, Fu, Wang and Zou.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Chen, Lv, Tan, Li, Fu, Wang and Zou</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-18">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>This study aimed to explore the impact of dietary berberine hydrochloride (BBH) on 600 one-day-old AA+ broilers. The broilers were randomly allocated into five groups: a control group (TR) and four experimental groups supplemented with 25, 50, 100, or 200&#x202F;mg/kg of BBH (designated as Ber25, Ber50, Ber100, and Ber200, respectively). The 42-day experiment consisted of six replicates per group. The results indicated that from 1 to 21&#x202F;days of age, BBH had no significant influence on growth parameters such as body weight gain (BWG), feed intake (FI), and feed conversion ratio (FCR). However, during 22&#x2013;42&#x202F;days and 1&#x2013;42&#x202F;days, 50-mg/kg BBH (Ber50) significantly increased BWG and FI, showing a quadratic effect. BBH linearly enhanced the spleen and bursa indices, with the spleen index in the Ber200 group higher than that in the Ber25 group. In 42-day-old broilers, the Ber200 group had the highest levels of antibodies against Newcastle disease and avian influenza H9, presenting both linear and quadratic effects. The Ber100 treatment maximized the pectoralis CIE <italic>L</italic>&#x002A; value, and the Ber200 treatment increased the shear force. BBH decreased fecal <italic>Salmonella</italic> counts, demonstrating linear and quadratic effects, and it had a linear impact on <italic>Lactobacillus</italic> counts, although no inter-group differences were observed. In conclusion, 50&#x202F;mg/kg of BBH improved broiler growth performance, while higher doses such as 200&#x202F;mg/kg enhanced immunity, reduced <italic>Salmonella</italic> levels, but also increased meat shear force.</p>
</abstract>
<kwd-group>
<kwd>AA+ broilers</kwd>
<kwd>berberine hydrochloride</kwd>
<kwd>fecal microbiota</kwd>
<kwd>growth performance</kwd>
<kwd>meat quality</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was funded by the Young Backbone Talents Project of Jinzhou Medical University (25110105056).</funding-statement>
</funding-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="31"/>
<page-count count="9"/>
<word-count count="5751"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Animal Nutrition and Metabolism</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>In modern broiler production, antibiotics have been extensively utilized for their growth-promoting and intestinal disease-preventing properties to meet the escalating demand for animal protein (<xref ref-type="bibr" rid="ref1">1</xref>). However, their long-term and irrational application has led to various issues, including antibiotic residues, bacterial resistance, and environmental pollution, thereby posing a substantial threat to public health (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>). Consequently, the development of safe and efficacious alternatives to antibiotics has become a critical imperative. Natural plant extracts, particularly traditional Chinese medicinal herbs, have emerged as promising substitute candidates owing to their natural origin, low residue levels, and minimal risk of inducing bacterial resistance (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Berberine hydrochloride (BBH) is a natural isoquinoline alkaloid extracted from medicinal herbs such as <italic>Coptis chinensis</italic> and <italic>Phellodendron amurense</italic> (<xref ref-type="bibr" rid="ref6">6</xref>). Studies have demonstrated that BBH possesses a diverse array of biological activities, including antibacterial effects against intestinal pathogens such as <italic>Salmonella</italic> and <italic>Escherichia coli</italic> (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>), improvement of intestinal health via the regulation of intestinal barrier function and gut microbiota structure (<xref ref-type="bibr" rid="ref9">9</xref>), and participation in host immune modulation to promote immune organ development and antibody production (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Furthermore, BBH may also influence the utilization efficiency of nutrients by regulating metabolic processes (<xref ref-type="bibr" rid="ref11">11</xref>). These properties endow BBH with substantial potential value as a green feed additive in livestock and poultry production.</p>
<p>In broiler production, preliminary studies have investigated the effects of BBH on growth performance and health (<xref ref-type="bibr" rid="ref12 ref13 ref14">12&#x2013;14</xref>). However, the majority of existing studies have focused on a single dose or a limited set of indicators, and the evaluation of the multi-dose, systematic effects of BBH in AA+ broilers remains incomplete. In particular, systematic research on the comprehensive impacts of BBH on growth performance, immune response, meat quality, and fecal microbiota is still lacking; its optimal supplemental dose and the potential adverse effects of high doses on meat quality remain to be elucidated. Furthermore, the majority of studies have not performed correlative analyses between immune enhancement and changes in production indicators (e.g., growth and meat quality), which hinders the development of precision application strategies that balance production efficiency and product quality in commercial production.</p>
<p>Against this background, the present study was conducted using 1-day-old AA+ broilers as experimental animals, aiming to systematically investigate the effects of dietary supplementation with different levels of berberine hydrochloride (BBH; 25, 50, 100, and 200&#x202F;mg/kg) on growth performance, immune organ indices, specific antibody levels, key meat quality indicators, and the abundance of specific bacteria in feces. By clarifying the dose&#x2013;response relationship of BBH, this study seeks to determine its optimal supplemental level in AA+ broiler production and to provide a scientific basis for BBH as a green feed additive that can synergistically improve growth, immunity, and intestinal health.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Animals and experimental design</title>
<p>In this study, 600 one-day-old AA+ white-feather broilers (a mixture of male and female chickens) were selected as research objects. These broilers were randomly allocated into 5 groups, with each group consisting of 6 replicate pens, and each pen housing 20 broilers. The control group was fed a basal diet (designated as TR). In contrast, for the four experimental groups, namely Ber25, Ber50, Ber100, and Ber200, 25, 50, 100, and 200&#x202F;mg/kg of BBH (berberine hydrochloride) was added to the basal diet, respectively.</p>
<p>The trial spanned 42&#x202F;days and was divided into 2 stages: the 1&#x2013;21-day-old stage and the 22&#x2013;42-day-old stage. This study aimed to explore the effects of different BBH addition levels on the diet. Berberine hydrochloride (BBH) used in this study has a chemical formula of C&#x2082;&#x2080;H&#x2081;&#x2088;ClNO&#x2084; and a molecular weight of 371.81&#x202F;g/mol. It appeared as a yellow crystalline powder with an active ingredient content of 98.5% and was purchased from Liaoning Kaiwei Biotechnology Co., Ltd. (Liaoning Province, China).</p>
</sec>
<sec id="sec4">
<title>Animal feeding management</title>
<p>All birds were housed in pens in an experimentally controlled room. The temperature in the room started at 33&#x202F;&#x00B0;C and decreased by 3&#x202F;&#x00B0;C every week until it reached 22&#x202F;&#x00B0;C, with a relative humidity of 65%. During the experiment, the birds had free access to feed and water. The diets were formulated to meet the nutrient requirements recommended by the NRC (<xref ref-type="bibr" rid="ref15">15</xref>) and were provided in mashed form (<xref ref-type="table" rid="tab1">Table 1</xref>). The broilers were vaccinated against Newcastle disease and avian influenza on the seventh day after hatching. On the 21st day after hatching, the vaccine against Newcastle disease was administered through water.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Composition and nutrient levels of the experimental basal diet (%, as-fed basis).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Ingredients<sup>1</sup>, %</th>
<th align="center" valign="top">Days 1&#x2013;21</th>
<th align="center" valign="top">Days 22&#x2013;42</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Corn</td>
<td align="center" valign="top">59.05</td>
<td align="center" valign="top">57.75</td>
</tr>
<tr>
<td align="left" valign="middle">Soybean oil</td>
<td align="center" valign="top">2.00</td>
<td align="center" valign="top">6.00</td>
</tr>
<tr>
<td align="left" valign="middle">Corn gluten meal (60%, CP)</td>
<td align="center" valign="top">4.00</td>
<td align="center" valign="top">4.00</td>
</tr>
<tr>
<td align="left" valign="middle">Soybean meal (45%, CP)</td>
<td align="center" valign="top">30.5</td>
<td align="center" valign="top">28.50</td>
</tr>
<tr>
<td align="left" valign="middle">Limestone</td>
<td align="center" valign="top">1.40</td>
<td align="center" valign="top">1.00</td>
</tr>
<tr>
<td align="left" valign="middle">Dicalcium phosphate</td>
<td align="center" valign="top">1.30</td>
<td align="center" valign="top">1.00</td>
</tr>
<tr>
<td align="left" valign="middle">Salt</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">0.25</td>
</tr>
<tr>
<td align="left" valign="middle">Premix</td>
<td align="center" valign="top">1.50</td>
<td align="center" valign="top">1.50</td>
</tr>
<tr>
<td align="left" valign="middle">Total</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Analyzed composition, %</td>
</tr>
<tr>
<td align="left" valign="middle">Metabolizable energy (Kcal/kg)</td>
<td align="center" valign="top">2,900</td>
<td align="center" valign="top">3,100</td>
</tr>
<tr>
<td align="left" valign="middle">Crude protein</td>
<td align="center" valign="top">23.00</td>
<td align="center" valign="top">21.00</td>
</tr>
<tr>
<td align="left" valign="middle">Calcium</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.75</td>
</tr>
<tr>
<td align="left" valign="middle">Total phosphorus</td>
<td align="center" valign="top">0.60</td>
<td align="center" valign="top">0.50</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>1</sup>Provided per kg of complete diet: VA 10,000 IU; VD&#x2083; 4,000&#x202F;IU; VE 40&#x202F;IU; VK 4&#x202F;mg; VB&#x2081; 5&#x202F;mg; VB&#x2082; 8&#x202F;mg; niacin 65&#x202F;mg; pantothenic acid 20&#x202F;mg; VB&#x2086; 5&#x202F;mg; biotin 0.5&#x202F;mg; folic acid 2&#x202F;mg; VB&#x2081;&#x2082; 0.02&#x202F;mg; Cu 9&#x202F;mg; Fe 85&#x202F;mg; Zn 78&#x202F;mg; Mn 0.6&#x202F;mg; I 0.6&#x202F;mg.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec5">
<title>Sampling and measurements</title>
<sec id="sec6">
<title>Growth performance</title>
<p>Before weighing on days 21 and 42, the broilers were fasted for 12&#x202F;h. Daily feed intake was measured in duplicate and recorded. For each broiler, body weight gain (BWG), feed intake (FI), and feed conversion ratio (FCR) were calculated.</p>
</sec>
</sec>
<sec id="sec7">
<title>Organ index</title>
<p>Upon conclusion of the 42-day trial, one broiler was randomly selected from each replicate pen, amounting to a total of six broilers (three male and three female broilers). Following a 12-h fasting period, their live body weights were measured. Subsequently, the selected broilers were humanely euthanized. Euthanasia was carried out by inhaling 100% CO<sub>2</sub> for 5&#x202F;min followed by cervical artery bleeding. Blood was then collected from the carotid artery for serum preparation. Immediately after the blood collection, the spleen, thymus, and bursa of Fabricius were carefully dissected. The surface blood of these organs was blotted dry using filter paper, and any surface fat and connective tissues were meticulously removed before weighing. Finally, the organ indices were calculated.</p>
</sec>
<sec id="sec8">
<title>Blood indicators</title>
<p>Blood samples collected from 42-day-old broilers were left at room temperature for 30&#x202F;min and centrifuged at 1200&#x202F;r/min for 15&#x202F;min to extract the supernatant. The potency of serum antibodies to Newcastle disease and avian influenza H9 is determined by a hemagglutination inhibition test (<xref ref-type="bibr" rid="ref16">16</xref>). Specifically, the hemagglutination (HA) assay was first performed to determine the hemagglutination titer of the antigen, based on which the viral antigen with four hemagglutination units (4HAU) was prepared. Subsequently, the hemagglutination inhibition (HI) assay was conducted for detection: sample sera were added to U-bottom hemagglutination plates and subjected to 2-fold serial dilution. The prepared 4HAU viral antigen was then added, followed by incubation at 37&#x202F;&#x00B0;C for 30&#x202F;min. After this process, 1% chicken red blood cell suspension was added, and incubation was continued for 20&#x2013;30&#x202F;min before observing the results. Through this process, specific antibodies against Newcastle disease virus (NDV) and avian influenza virus subtype H9 (H9 AIV) in the samples were determined.</p>
</sec>
<sec id="sec9">
<title>Meat quality</title>
<p>Upon euthanasia of the broilers at 42&#x202F;days of age, specimens of their pectoralis major muscles were collected for meat quality assessment. The values of CIE <italic>L</italic>&#x002A;, CIE <italic>a</italic>&#x002A;, CIE <italic>b</italic>&#x002A;, pH, and shear force of the broilers&#x2019; pectoralis major muscles were measured in accordance with the methodology proposed by Lee et al. (<xref ref-type="bibr" rid="ref17">17</xref>).</p>
</sec>
<sec id="sec10">
<title>Fecal bacterial counts</title>
<p>A 1&#x202F;g sample of broiler manure from each replicate was collected weekly and transported on ice to the laboratory following the method described by Dang et al. (<xref ref-type="bibr" rid="ref18">18</xref>). Each replicate of the 1&#x202F;g fecal sample was diluted and mixed with 9&#x202F;mL of 1% peptone broth. The viable counts of <italic>E. coli</italic>, <italic>Lactobacillus,</italic> and <italic>Salmonella</italic> in fecal samples were determined on McConkey agar plates, MRS agar plates, and BS agar plates (in 10&#x202F;g/L of peptide solution) in a biosafety cabinet. The microbial count is ultimately expressed as log<sub>10</sub> colony-forming units per gram of feces.</p>
</sec>
<sec id="sec11">
<title>Data analysis</title>
<p>The experimental data were arranged in a completely randomized grouping design. Each replicate pen served as an experimental unit. For the means showing significant differences, multiple comparisons were carried out using the one-way ANOVA LSD method in SPSS 25.0, and visualization was achieved using GraphPad Prism 10. Data are presented as mean &#x00B1; SD (standard deviation). A <italic>p</italic>-value less than 0.05 was considered to indicate a significant difference. Additionally, analysis was conducted using linear and quadratic terms in contrast.</p>
<p>The results of the correlation analysis were obtained and presented using R (V4.5.1). For the 42-day indicators, Pearson&#x2019;s correlation analysis was performed using the corrplot, ggplot2, and GGally packages in R (V4.5.1). A significant correlation was determined when <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 and either <italic>R</italic>&#x202F;&#x003E;&#x202F;0.6 or <italic>R</italic>&#x202F;&#x003C;&#x202F;&#x2212; 0.6.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<title>Results</title>
<sec id="sec13">
<title>Growth performance</title>
<p>As depicted in <xref ref-type="fig" rid="fig1">Figure 1</xref>, from 1 to 21&#x202F;days, supplementation of various dosages of berberine hydrochloride (BBH) in the diet exerted no significant impacts on the body weight gain (BWG), feed intake (FI), and feed conversion ratio (FCR) of broilers (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). From 22 to 42&#x202F;days, compared with the control group (TR), inclusion of 50&#x202F;mg/kg BBH (Ber50) in the diet led to a significant elevation in both BWG and FI of broilers, with a quadratic effect evident (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Over the entire 1&#x2013;42-day period, dietary BBH supplementation manifested a quadratic effect on broiler BWG, with the Ber50 group showing the highest value (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Furthermore, the FI of broilers in the Ber200 group was significantly lower than that in the Ber50 group (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Impact of BBH on the growth performance of AA+ broilers. <bold>(A)</bold> Body weight gain, <bold>(B)</bold> feed intake, and <bold>(C)</bold> feed conversion ratio. <sup>a&#x2013;c</sup>Different superscripts in different groups indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). # indicates a significant quadratic effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). No &#x201C;a&#x2013;c&#x201D; or &#x201C;#&#x201D; indicates that the difference is not significant (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The pen was considered the experimental unit for all analyses (<italic>n</italic>&#x202F;=&#x202F;6).</p>
</caption>
<graphic xlink:href="fvets-13-1766777-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Grouped bar charts labeled A, B, and C compare five treatments&#x2014;TR, Ber25, Ber50, Ber100, Ber200&#x2014;across three periods, measuring body weight gain, feed intake, and feed conversion ratio in grams per day, with statistical annotations.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec14">
<title>Organ index</title>
<p>As depicted in <xref ref-type="fig" rid="fig2">Figure 2</xref>, dietary supplementation of varying dosages of BBH linearly enhanced the spleen index and bursa index in broilers (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Nevertheless, the inter-group differences in the bursa index did not attain a significant level (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). As for the spleen index, a significant disparity was observed between the Ber200 group and the Ber25 group (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Impact of BBH on the organ index of AA+ broilers. <bold>(A)</bold> Thymus index, <bold>(B)</bold> spleen index, and <bold>(C)</bold> bursa index. <sup>a,b</sup>Different superscripts in different groups indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;&#x002A;&#x201D;indicates a significant linear effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). No &#x201C;a,b&#x201D; or &#x201C;&#x002A;&#x201D; indicates that the difference is not significant (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The pen was considered the experimental unit for all analyses (<italic>n</italic>&#x202F;=&#x202F;6).</p>
</caption>
<graphic xlink:href="fvets-13-1766777-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar chart with three panels labeled A, B, and C shows immune organ indices in five colored groups: TR, Ber25, Ber50, Ber100, and Ber200. Panel A presents thymus index, Panel B displays spleen index with statistical groupings marked as a and b, and Panel C shows bursa index with asterisks indicating significant differences. Error bars represent standard deviation.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<title>Blood indicators</title>
<p>As depicted in <xref ref-type="fig" rid="fig3">Figure 3</xref>, dietary supplementation of varying dosages of BBH induced both linear and quadratic effects on Newcastle disease and avian H9 antibody levels in the serum of 42-day-old broilers (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Specifically, the Ber200 broilers exhibited the highest antibody levels in their serum.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Impact of BBH on the blood indicators of AA+ broilers. Antibody levels in serum at 42&#x202F;days. <sup>a,b</sup>Different superscripts in different groups indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;&#x002A;&#x201D; indicates a significant linear effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;#&#x201D; indicates a significant quadratic effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). No &#x201C;a,b,&#x201D; &#x201C;&#x002A;,&#x201D; or &#x201C;#&#x201D; indicates that the difference is not significant (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The pen was considered the experimental unit for all analyses (<italic>n</italic>&#x202F;=&#x202F;6).</p>
</caption>
<graphic xlink:href="fvets-13-1766777-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar chart compares log2 values on day forty-two for Newcastle and Avian H9 under five treatments: TR, Ber25, Ber50, Ber100, and Ber200. Ber200 shows the highest values for both viruses. Error bars and statistical annotations are included.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec16">
<title>Meat quality</title>
<p>As depicted in <xref ref-type="fig" rid="fig4">Figure 4</xref>, dietary supplementation with BBH significantly elevated the CIE <italic>L</italic>&#x002A; value of broiler breast muscle. Among all groups, the Ber100 group exhibited the maximum CIE <italic>L</italic>&#x002A; value (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Moreover, BBH supplementation induced both linear and quadratic effects on the shear force of broiler breast muscle. Notably, the shear force value of the Ber200 group was significantly higher compared to that of the control group (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Impact of BBH on the meat quality of AA+ broilers. <bold>(A)</bold> CIE <italic>L</italic>&#x002A;, <bold>(B)</bold> CIE <italic>a</italic>&#x002A;, <bold>(C)</bold> CIE <italic>b</italic>&#x002A;, <bold>(D)</bold> pH, and <bold>(E)</bold> shear force. <sup>a,b</sup>Different superscripts in different groups indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;&#x002A;&#x201D; indicates a significant linear effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;#&#x201D; indicates a significant quadratic effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). No &#x201C;a,b,&#x201D; &#x201C;&#x002A;,&#x201D; or &#x201C;#&#x201D; indicates that the difference is not significant (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The pen was considered the experimental unit for all analyses (<italic>n</italic>&#x202F;=&#x202F;6).</p>
</caption>
<graphic xlink:href="fvets-13-1766777-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Grouped bar graphs labeled A to E compare different treatments (TR, Ber25, Ber50, Ber100, Ber200) across five measurements: CIE L&#x002A; (A), CIE a&#x002A; (B), CIE b&#x002A; (C), pH (D), and Shear force in Newtons (E). Each graph shows mean values with error bars, and significant differences are indicated with letters above bars.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec17">
<title>Fecal bacterial counts</title>
<p>As depicted in <xref ref-type="fig" rid="fig5">Figure 5</xref>, dietary supplementation of varying dosages of BBH led to a significant reduction in the quantity of <italic>Salmonella</italic> in broiler feces. Moreover, both linear and quadratic effects were evident (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Regarding the number of <italic>Lactobacillus</italic> in broiler feces, a linear influence was present (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), but the differences among the groups failed to reach statistical significance (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Impact of BBH on the fecal microbiota of AA+ broilers. <bold>(A)</bold> <italic>E. coli</italic>, <bold>(B)</bold> <italic>Salmonella</italic>, and <bold>(C)</bold> <italic>Lactobacillus</italic>. <sup>a,b</sup>Different superscripts in different groups indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;&#x002A;&#x201D; indicates a significant linear effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;#&#x201D; indicates a significant quadratic effect among these groups (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). No &#x201C;a, b,&#x201D; &#x201C;&#x002A;,&#x201D; or &#x201C;#&#x201D; indicates that the difference is not significant (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The pen was considered the experimental unit for all analyses (<italic>n&#x202F;=&#x202F;6</italic>).</p>
</caption>
<graphic xlink:href="fvets-13-1766777-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three grouped bar charts display bacterial counts. Panel A shows E. coli counts with similar heights across all five treatments (TR, Ber25, Ber50, Ber100, Ber200). Panel B shows Salmonella counts, where Ber100 and Ber200 have significantly lower bars compared to the other treatments, indicated by different letters above the bars. Panel C shows Lactobacillus counts, with all treatments at comparable levels and marked with asterisks to denote statistical significance. Error bars represent standard deviation.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec18">
<title>Correlation analysis</title>
<p><xref ref-type="fig" rid="fig6">Figure 6</xref> depicts the correlation analysis of the test indicators that exhibit significant differences among the various broiler groups at 42&#x202F;days of age. The findings indicate that the BWG from 1 to 42&#x202F;days is highly significantly positively correlated with the FI from 1 to 42&#x202F;days (<italic>r</italic>&#x202F;=&#x202F;0.903, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Specifically, the Newcastle level in the serum demonstrates a highly significant positive correlation with both the avian H9 level (<italic>r</italic>&#x202F;=&#x202F;0.615) and the spleen index (<italic>r</italic>&#x202F;=&#x202F;0.468) (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), while it shows a highly significant negative correlation with the quantity of <italic>Salmonella</italic> in the feces (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.535, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Additionally, the avian H9 level in the serum is significantly positively correlated with the spleen index (<italic>r</italic>&#x202F;=&#x202F;0.365, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) and significantly negatively correlated with the quantity of <italic>Salmonella</italic> in the feces (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.424, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Moreover, the quantity of <italic>Salmonella</italic> in the feces is significantly negatively correlated with the CIE <italic>L</italic>&#x002A; value of the broiler breast muscle (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.421, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Joint <italic>t</italic> analysis chart of correlations and distributions of growth, immunity, pathogen, and meat quality indicators in AA+ broilers. &#x201C;&#x002A;&#x201D; indicates a significant difference (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). &#x201C;&#x002A;&#x002A;&#x201D; indicates an extremely significant difference (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</caption>
<graphic xlink:href="fvets-13-1766777-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Scatterplot matrix visualizing relationships among nine variables, including statistical correlation coefficients for each pair in the upper triangle and univariate distributions on the diagonal. Orange dots represent individual data points, with statistically significant correlations indicated by asterisks.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec19">
<title>Discussion</title>
<sec id="sec20">
<title>Growth performance: stage-specific effects and dose&#x2013;response relationships</title>
<p>The present study demonstrated that berberine hydrochloride (BBH) exerted no significant effects on growth parameters in broilers during the early growth phase (1&#x2013;21&#x202F;days of age) but significantly increased body weight gain (BWG) and feed intake (FI) in the late growth phase (22&#x2013;42&#x202F;days of age) and over the entire experimental period. Moreover, the optimal growth-promoting effect was observed at a dose of 50&#x202F;mg/kg BBH, displaying a typical quadratic response. This stage-specific effect is consistent with the report by Liu et al. (<xref ref-type="bibr" rid="ref19">19</xref>) on the growth-promoting effects of plant extracts in broilers during the late growth phase and also aligns with the finding that low-dose berberine in piglets requires intestinal maturation to exert its biological effects (<xref ref-type="bibr" rid="ref20">20</xref>). The lack of significant effects in the early phase may be attributed to the incomplete development of intestinal morphology and function in young broilers, including low villus height, crypt depth, and digestive enzyme activities (<xref ref-type="bibr" rid="ref21">21</xref>), as well as an unstable intestinal microbiota (<xref ref-type="bibr" rid="ref11">11</xref>), which limits the promoting effect of BBH on nutrient utilization. As the intestinal tract matures, BBH may exert its growth-promoting effects by improving intestinal barrier function, regulating the expression of genes related to energy metabolism (<xref ref-type="bibr" rid="ref22">22</xref>), or enhancing nutrient absorption efficiency.</p>
<p>Conversely, the growth-promoting effect was reduced in the high-dose (200&#x202F;mg/kg) group, suggesting the possible occurrence of hormesis or increased metabolic burden. This finding is consistent with the report by Rad et al. (<xref ref-type="bibr" rid="ref23">23</xref>) that high-dose berberine may interfere with cellular metabolism and exert toxic effects, and it also agrees with studies showing that other alkaloid-based additives inhibit animal growth at high doses (<xref ref-type="bibr" rid="ref24">24</xref>). Notably, despite the significant increases in FI and BWG, the feed conversion ratio (FCR) remained unchanged, indicating that BBH improved growth performance without compromising feed utilization efficiency. This provides support for the feasibility of BBH as a growth promoter in broiler production.</p>
</sec>
<sec id="sec21">
<title>Immune-enhancing effects and their underlying mechanisms</title>
<p>Dietary supplementation with berberine hydrochloride (BBH) linearly increased spleen and bursa of Fabricius indices, indicating a promoting effect on the development of central immune organs. At 42&#x202F;days of age, Newcastle disease and avian influenza H9 antibody levels rose with increasing BBH dosage, peaking in the 200&#x202F;mg/kg group. This finding is consistent with the study by Yang et al. (<xref ref-type="bibr" rid="ref25">25</xref>), reporting that berberine enhances immune responses in broilers via the NF-&#x03BA;B signaling pathway, and it also aligns with the conclusion of Yang et al. (<xref ref-type="bibr" rid="ref14">14</xref>) that berberine activates B-cell receptor signaling and promotes antibody production in a <italic>Salmonella</italic> infection model.</p>
<p>Although the magnitude of the increase in antibody levels was moderate, it still reflects a positive regulatory effect of BBH on humoral immunity, which may be associated with mechanisms such as regulating T-cell differentiation and modulating cytokine balance (<xref ref-type="bibr" rid="ref6">6</xref>). Notably, antibody levels in the present study were negatively correlated with fecal Salmonella counts, suggesting that BBH may indirectly inhibit intestinal pathogen colonization by enhancing systemic immune responses. This effect is consistent with the findings of Xiao et al. (<xref ref-type="bibr" rid="ref7">7</xref>), who demonstrated that BBH enhances host defense function via the p38 MAPK pathway, thereby promoting pathogen clearance. However, it must be emphasized that the antibodies measured in the present study are only indicative markers of immune responses and do not directly equate to protective efficacy against virulent wild-type virus challenge. Further studies are required to validate its immune-protective efficacy in combination with challenge trials.</p>
</sec>
<sec id="sec22">
<title>Dual effects on meat quality: increased lightness and decreased tenderness</title>
<p>Dietary supplementation with berberine hydrochloride (BBH) significantly increased the lightness (CIE <italic>L&#x002A;</italic> value) of broiler breast muscle, with the most pronounced effect observed in the 100&#x202F;mg/kg group. The improvement in meat color may be attributed to reduced intestinal pathogenic bacteria (<xref ref-type="bibr" rid="ref7">7</xref>), decreased oxidative stress (<xref ref-type="bibr" rid="ref26">26</xref>), and enhanced stability of muscle pH, which is consistent with the findings of Gao et al. (<xref ref-type="bibr" rid="ref27">27</xref>) that improved intestinal health can positively influence meat quality.</p>
<p>However, high-dose BBH (200&#x202F;mg/kg) resulted in a significant increase in shear force, indicating decreased muscle tenderness. This negative effect may be associated with increased cross-linking of muscle collagen, inhibited protease activity, or redistribution of energy metabolism&#x2014;previous studies have confirmed that the reprogramming of energy and protein metabolism directly affects meat quality (<xref ref-type="bibr" rid="ref28">28</xref>). Although limited literature is currently available on the direct effects of berberine on broiler muscle structure, Zhu et al. (<xref ref-type="bibr" rid="ref29">29</xref>) found that berberine can regulate plasma protein metabolism indices, suggesting that it may indirectly affect muscle protein turnover and structural composition by modulating protein metabolism. Meanwhile, high-dose alkaloid compounds may disturb the balance of protein metabolism and impair myofibrillar degradation (consistent with the metabolic regulatory role of berberine), which also indirectly supports this hypothesis. Nevertheless, this association still requires further validation with direct detection data in muscle tissue. Therefore, although BBH can improve meat color overall, its dose-dependent negative effect on tenderness determines that excessively high doses (e.g., 200&#x202F;mg/kg) are not advisable for practical application. Moderate-to-low doses (50&#x2013;100&#x202F;mg/kg) can better maintain the eating quality of meat while promoting growth and enhancing immunity.</p>
</sec>
<sec id="sec23">
<title>Selective modulation of the intestinal microbiota</title>
<p>Dietary supplementation with berberine hydrochloride (BBH) linearly and quadratically decreased fecal <italic>Salmonella</italic> counts, while exerting no significant inhibitory effect on <italic>Lactobacillus</italic> counts. Some studies have reported that BBH may slightly increase <italic>Lactobacillus</italic> abundance (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref29">29</xref>), and this discrepancy may be associated with BBH dosage, experimental duration, or the physiological status of broilers. Overall, BBH exhibited a selective modulatory property characterized by &#x201C;suppressing pathogens while preserving beneficial bacteria&#x201D;. Not only is this property consistent with the finding that berberine exerts a specific disruptive effect on the cell membranes of Gram-negative bacteria (<xref ref-type="bibr" rid="ref30">30</xref>), but it can also be explained by the molecular mechanism whereby BBH activates innate immunity via the p38 MAPK pathway and targets the inhibition of pathogenic bacterial colonization (<xref ref-type="bibr" rid="ref7">7</xref>). Meanwhile, it aligns with the core mechanism of BBH as an antibiotic alternative&#x2014;exerting effects by regulating intestinal microbiota balance rather than through broad-spectrum bacteriostasis (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref31">31</xref>).</p>
<p>However, it should be noted that the present study only performed culture-based counting for three bacterial species, which failed to comprehensively reflect the overall structural and functional changes of the intestinal microbiota. Previous studies using 16S rRNA gene sequencing have confirmed that berberine-related compounds can significantly alter the cecal microbiota composition of broilers (e.g., increasing the abundance of phylum <italic>Bacteroidetes</italic> and genus <italic>Lactobacillus</italic>, and reducing the proportion of harmful bacteria) and regulate microbial metabolic functions (<xref ref-type="bibr" rid="ref29">29</xref>). Future studies are warranted using 16S rRNA gene sequencing or metagenomic approaches to systematically elucidate the effects of BBH on intestinal microbiota diversity, core microbiota interactions, and functional pathways in broilers, providing more comprehensive microbiota-level evidence for its application as an antibiotic alternative.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec24">
<title>Conclusion</title>
<p>This study examined the effects of dietary berberine hydrochloride (BBH, 25/50/100/200&#x202F;mg/kg) on 1-day-old AA+ broilers over 42&#x202F;days, with the 50&#x202F;mg/kg BBH group (Ber50) showing the best comprehensive performance. In terms of growth, Ber50 did not affect 1&#x2013;21-day performance but significantly boosted body weight gain and feed intake during 22&#x2013;42&#x202F;days and the full period (quadratic effect), outperforming other groups. Immune and microbiota indicators: BBH improved immune organ indices and reduced fecal <italic>Salmonella</italic> levels, while Ber50 avoided the toughness associated with 200&#x202F;mg/kg BBH and the limited growth promotion of lower doses. In conclusion, a dosage of 50&#x202F;mg/kg BBH balances growth performance, intestinal health, and meat quality, making it the optimal dose for AA+ broiler production, providing strong support for the use of BBH as a green feed additive.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec25">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec26">
<title>Ethics statement</title>
<p>The animal study was approved by Animal Care and Use Committee of Jinzhou Medical University (No. 25206-5). The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec27">
<title>Author contributions</title>
<p>JC: Writing &#x2013; original draft, Project administration. CL: Conceptualization, Writing &#x2013; original draft. MT: Writing &#x2013; review &#x0026; editing, Supervision. DL: Writing &#x2013; original draft, Resources. ZF: Methodology, Writing &#x2013; original draft. YW: Formal analysis, Writing &#x2013; original draft, Investigation. QZ: Writing &#x2013; original draft, Investigation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We also acknowledge Liaoning Kaiwei Biotechnology Co., Ltd., Yantai Nanshan University, and Jinzhou Medical University for their assistance with this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec28">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec29">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec30">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1244930/overview">Victoria Anthony Uyanga</ext-link>, Lincoln University, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2743041/overview">Gulbeena Saleem</ext-link>, University of Veterinary and Animal Sciences, Pakistan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3171102/overview">Md Shariful Islam</ext-link>, University of Rajshahi, Bangladesh</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3344519/overview">Dipankar Sardar</ext-link>, Popular Pharmaceuticals Ltd., Bangladesh</p>
</fn>
</fn-group>
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</article>