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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<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.2025.1492230</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative anti-methanogenic ability of green algae (<italic>C. reinhardtii</italic>) with/without nanoparticles: <italic>in vitro</italic> gas and methane production</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Palangi</surname> <given-names>Valiollah</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Kaya</surname> <given-names>Adem</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Macit</surname> <given-names>Muhlis</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Nadaroglu</surname> <given-names>Hayrunnisa</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>&#x00DC;nl&#x00FC;</surname> <given-names>Hayrullah Bora</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Kaya</surname> <given-names>Ali</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Fekri</surname> <given-names>Ashkan</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mammadov</surname> <given-names>Ayaz</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Lackner</surname> <given-names>Maximilian</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Animal Science, Faculty of Agriculture, Ege University</institution>, <addr-line>Izmir</addr-line>, <country>T&#x00FC;rkiye</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Animal Science, Faculty of Agriculture, Ataturk University</institution>, <addr-line>Erzurum</addr-line>, <country>T&#x00FC;rkiye</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Nano-Science and Nano-Engineering, Institute of Science and Technology, Ataturk University</institution>, <addr-line>Erzurum</addr-line>, <country>T&#x00FC;rkiye</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran</institution>, <addr-line>Alborz, Karaj</addr-line>, <country>Iran</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Life Sciences, Western Caspian University</institution>, <addr-line>Baku</addr-line>, <country>Azerbaijan</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Industrial Engineering, University of Applied Sciences Technikum Wien</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Sandeep K. Malyan, Dyal Singh Evening College, India</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Pankaj Kumar, Gurukul Kangri University, India</p>
<p>Vineet Kumar, Central University of Rajasthan, India</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Valiollah Palangi, <email>valiollah.palangi@ege.edu.tr</email></corresp>
<corresp id="c002">Maximilian Lackner, <email>maximilian.lackner@technikum-wien.at</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1492230</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Palangi, Kaya, Macit, Nadaroglu, &#x00DC;nl&#x00FC;, Kaya, Fekri, Mammadov and Lackner.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Palangi, Kaya, Macit, Nadaroglu, &#x00DC;nl&#x00FC;, Kaya, Fekri, Mammadov and Lackner</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>
<sec>
<title>Introduction</title>
<p>The purpose of this study was to investigate how in vitro gas production (GP) and ruminal fermentation characteristics were affected by increasing concentrations of green algae plant (<italic>C. reinhardtii</italic>) extracts in combination with nanoparticles MgO and MgS.</p>
</sec>
<sec>
<title>Methods</title>
<p>A solution containing 0.1 M MgCl<sub>2</sub> was prepared in 300 mL for the green production of MgCl nanoparticles. The mixture was refluxed for two hours at 85&#x00B0;C using a reflux condenser after 10 mL of pomegranate plant extract was added. The green algal plant (<italic>C. reinhardtii</italic>), which has many non-toxic antioxidants, was used as a carbon source to produce carbon quantum dots (CQD). Chemical analysis was conducted in accordance with AOAC (2005) recommendations. Rumen fluid from recently slaughtered calves is used to produce <italic>in vitro</italic> gas immediately following slaughter. Analysis of variance (ANOVA) was performed on the obtained data from the <italic>in vitro</italic> study in a completely randomized design using the mixed model of SAS (version 9.4; Inc., Cary NC, USA).</p>
</sec>
<sec>
<title>Results and Discussion</title>
<p>The variance analysis results and the average values of the chemical compositions were significantly influenced by the extracts (all <italic>p </italic>&#x003C; 0.0001). In this line, the values of net gas, pH, OMD, ME, NEl, and ME were found to be the highest for Algae + 50 MgO and the lowest for Algae + 50 MgS, respectively (all <italic>p</italic> &#x003C; 0.0001). These promising results imply that extracts from <italic>C. Reinhardtii</italic> may be able to mitigate the adverse consequences of rumen fermentation. To precisely ascertain the impact particular Rhodophyta on greenhouse gas emissions, additional investigation is needed.</p>
</sec>
</abstract>
<kwd-group>
<kwd>gas production</kwd>
<kwd>nanoparticles</kwd>
<kwd>methane emission</kwd>
<kwd><italic>in vitro</italic></kwd>
<kwd>green algae</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="71"/>
<page-count count="9"/>
<word-count count="7070"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Animal Nutrition and Metabolism</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>In response to the increasing population and the need to provide animal protein, along with the lack of animal feed resources, humans and animals have competed for agricultural resources (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Thus, Sustainability of livestock production is currently a research priority due to the increasing demand for food by the growing world population. It has been predicted that green algae (<italic>Chlamydomonas reinhardtii</italic>) can provide biomass and animal feed in the future (<xref ref-type="bibr" rid="ref3">3</xref>). Green algae are substantially more productive in terms of biomass than other photosynthetic organisms, and more crucially, growing microalgae does not compete with food crops on arable ground (<xref ref-type="bibr" rid="ref4">4</xref>). It is possible to use the algae as a non-traditional alternative feed source owing to their efficacy in converting solar energy, independence from external environmental conditions, and high production rate compared to conventional crops (<xref ref-type="bibr" rid="ref4">4</xref>).</p>
<p>Besides contributing to greenhouse gas emissions, methane loss is one of the greatest negative factors in ruminant production (<xref ref-type="bibr" rid="ref5 ref6 ref7">5&#x2013;7</xref>). Although causing energy loss in the rumen, CH<sub>4</sub> production reduces rumen acidity and keeps the rumen environment below normal via using H<sup>+</sup> ions by methanogenic bacteria (<xref ref-type="bibr" rid="ref8">8</xref>). The concentration of dihydrogen in the rumen depends on factors such as methanogen growth and the rate of feed fermentation. Methane generation and volatile fatty acid production are determined by the equilibrium between pathways that create and combine metabolic hydrogen (<xref ref-type="bibr" rid="ref9">9</xref>). A variety of methane inhibitors can prevent methane-related energy losses in ruminants and provide economic and ecological benefits (<xref ref-type="bibr" rid="ref10">10</xref>).</p>
<p>Numerous resources have focused on the reduction of CH<sub>4</sub> generation, especially energy loss from methane production. In addition, studies on the transformation of fermentation products into chemicals useful for animals have been accompanied in the recent years. Accordingly, to reduce enteric methane production, unsaturated fatty acids (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>), lysozyme (<xref ref-type="bibr" rid="ref13">13</xref>), organic acid salts (<xref ref-type="bibr" rid="ref14">14</xref>), <italic>S. cerevisiae</italic> (<xref ref-type="bibr" rid="ref15">15</xref>), enzymes (<xref ref-type="bibr" rid="ref15">15</xref>), and ethyl acetate (<xref ref-type="bibr" rid="ref16">16</xref>) are added to ruminant diets. Unlike specific CH<sub>4</sub> inhibitors, these compounds generally affect and suppress microorganism growth (<xref ref-type="bibr" rid="ref17">17</xref>). Consequently, the feed value is reduced due to adverse effects on rumen fermentation. Many researchers suggest that, instead of adding additives that are thought to affect the rumen microbiome, the use of carbon quantum dots (CQD), magnesium sulfide (MgS) and magnesium oxide (MgO) nanoparticles, which are known as hydrogen receptors, is an appropriate alternative (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21">18&#x2013;21</xref>). However, there is a lack of information about the evaluating anti-methanogenic capabilities of nanoparticles of <italic>C. reinhardtii</italic> in <italic>in vitro</italic> system. Thus, this study assessed, using an <italic>in vitro</italic> gas and methane generation approach, the green algal (<italic>C. reinhardtii</italic>) anti-methanogenic capabilities with and without nanoparticles.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Green synthesis and structural characterization of CQD, MgS and MgO NPs</title>
<sec id="sec4">
<title>Preparation of algae extract</title>
<p>For the green synthesis of MgCl NPs, 300&#x202F;mL of a solution containing 0.1&#x202F;M MgCl<sub>2</sub> was prepared. 10&#x202F;mL of pomegranate algae extract was added to the solution and refluxed for 2&#x202F;h at 85&#x00B0;C under a reflux condenser. It was then placed in a reactor via Teflon tube. Hydrothermal reactions were performed at 180&#x2013;195&#x00B0;C for 4&#x202F;h to reduce nano-particle (NP) size. The precipitated MgO NPs were washed first via pure water and ethyl alcohol. They were preserved in an atmosphere free of moisture after being dried for 48&#x202F;h at 60&#x00B0;C in an oven. MgS NPs were synthesized using the same procedure. 1&#x202F;mol of Na<sub>2</sub>S was added to the synthesis medium and the same process was repeated to synthesize MgS NPs. In the synthesis of CQD, the green algae (<italic>C. reinhardtii</italic>), known for its high non-toxic antioxidant content, was used as a carbon source. For this purpose, the algae extract was placed in a reactor containing sodium citrate as a reducing agent. CQD was synthesized by incubating at 180&#x2013;195&#x00B0;C for 8&#x202F;h.</p>
</sec>
<sec id="sec5">
<title>Characterization of CQD, MgS and MgO NPs</title>
<p>Green-synthesised CQD, MgS and MgO NPs were characterized at the High Technology Application and Research Center of Eastern Anatolia (DAYTAM) at Atat&#x00FC;rk University. X-ray microscopy (XRD) and FTIR analyses were performed for the characterization of CQD, MgS, and MgO NPs. The synthesized CQD, MgS, and MgO nanoparticles were characterized, including their size and morphology.</p>
</sec>
<sec id="sec6">
<title>Chemical analyses</title>
<p>AOAC (<xref ref-type="bibr" rid="ref71">71</xref>) guidelines were followed for chemical analyses. Kjeldahl was used to determine N content (AOAC, <xref ref-type="bibr" rid="ref71">71</xref>, Method 984.13). For the determination of Acid Detergent Fiber (ADF) and Neutral Detergent Fiber (NDF), Van Soest et al. (<xref ref-type="bibr" rid="ref22">22</xref>) were used.</p>
</sec>
<sec id="sec7">
<title><italic>In vitro</italic> gas production</title>
<p><italic>In vitro</italic> gas production is performed by taking rumen fluid from newly slaughtered cattle (as soon as they are slaughtered), as mentioned by Palangi et al. (<xref ref-type="bibr" rid="ref10">10</xref>). Using a method validated by Menke and Steingass (<xref ref-type="bibr" rid="ref23">23</xref>), it was found that 0.2&#x202F;g of treated (CQD, MgS, and MgO nanoparticles at levels of 0.50, 100&#x202F;ppm) and ground (1&#x202F;mm) green algae (<italic>C. reinhardtii</italic>) samples were incubated in rumen fluid via 100&#x202F;mL standardized glass syringes to measure <italic>in vitro</italic> gas production. Methane and gas volumes of feed samples were measured 24&#x202F;h after incubation.</p>
</sec>
<sec id="sec8">
<title>Statistical analysis</title>
<p>The mixed model of SAS version 9.4 (SAS Institute, Inc., Cary, NC, United States) was used in a completely randomized design to examine the data gathered from the <italic>in vitro</italic> study. The following model was used to statistically analyze the experiment:</p><disp-formula id="E1">
<mml:math id="M1">
<mml:msub>
<mml:mi mathvariant="normal">Y</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>&#x03BC;</mml:mi>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>.</mml:mtext>
</mml:math>
</disp-formula>
<p>where &#x03BC; is the overall mean for each parameter, T<sub>i</sub> is the effect of treatment, and E<sub>ij</sub> is residual error. Differences among sample means with <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 were accepted as statistically significant.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<title>Results</title>
<sec id="sec10">
<title>Characterization of CQD, MgS, and MgO nanoparticles</title>
<sec id="sec11">
<title>XRD analysis</title>
<p>The fundamental method for examining crystal size, phase purity, and crystal structure is X-ray diffraction (XRD) examination. As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>, the XRD pattern of the synthesized MgO exhibits various peaks corresponding to the (111), (200), (220), (311), and (222) reflection planes.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>XRD patterns of MgO.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g001.tif"/>
</fig>
<p>The particle size of the synthesized MgO NPs was determined from the Debye&#x2013;Scherrer equation: D&#x202F;=&#x202F;K/cos (<italic>&#x03B8;</italic>).</p>
<p>The MgO NPs&#x2019; median dimension and d-spacing values have been determined to be 20&#x202F;nm and 0.25&#x202F;nm, correspondingly.</p>
<p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows the XRD pattern of CNPs. The XRD pattern exhibited an intense peak at 2&#x03B8;&#x202F;=&#x202F;22.90&#x00B0; and a weak peak at 2&#x03B8;&#x202F;=&#x202F;41.60&#x00B0;, corresponding to the (022) and (101) diffraction patterns of graphite carbon, respectively.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>XRD patterns of CQD.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g002.tif"/>
</fig>
</sec>
<sec id="sec12">
<title>FTIR analysis</title>
<p>MgO NPs are characterized using the FTIR spectrum (<xref ref-type="fig" rid="fig3">Figure 3</xref>). In ambient settings, the spectra were captured at wavelengths ranging from 400 to 4,000&#x202F;cm<sup>&#x2212;1</sup>. The peak at 651.94&#x202F;cm<sup>&#x2212;1</sup> indicates the stretching peak vibration of Mg-O bond, confirming that the obtained product is magnesium oxide. Moreover, H<sub>2</sub>O adsorption on the metal surface is indicated by the peaks at 1552.0&#x202F;cm<sup>&#x2212;1</sup> and 3520.0&#x202F;cm<sup>&#x2212;1</sup>.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>FTIR spectra of MgO NPs.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g003.tif"/>
</fig>
<p>The potential biomolecules in charge of the reduction of MgS NPs by green synthesis were found using Fourier transform infrared spectroscopy (FTIR) analysis. The FTIR spectra of MgS NPs made using Na<sub>2</sub>S and pomegranate algae extract are displayed in <xref ref-type="fig" rid="fig4">Figure 4</xref>. In the spectrum, bands were observed at 3603.5, 1,725, 1,550, 1,232, 972 and 613&#x202F;cm<sup>&#x2212;1</sup>. Particularly, the sharp band at 1,725&#x202F;cm<sup>&#x2212;1</sup> represents the C=O vibrations specific to the structure of flavonoids that can be found in pomegranate extract.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>FTIR spectra of MgS NPs.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g004.tif"/>
</fig>
</sec>
<sec id="sec13">
<title>TEM analysis</title>
<p>The characterisation of MgO NP production using pomegranate extract is depicted in <xref ref-type="fig" rid="fig5">Figure 5A</xref>, which is an image captured using a transmission electron microscope (TEM). Here, the scale bars are 500 and 200&#x202F;nm. The images of TEM analysis of MgS NPs were taken and show the structures of MgS NPs (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). The shape of these NPs was a small layer formation with a nearly spherical arrangement on a smooth surface. They had diameters ranging from 20&#x2013;60&#x202F;&#x00B1;&#x202F;1.6&#x202F;nm and an average diameter of 55&#x202F;&#x00B1;&#x202F;3.8&#x202F;nm.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>TEM images of <bold>(A)</bold>: MgO NP, <bold>(B)</bold>: MgS and <bold>(C)</bold>: CQD NPs.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g005.tif"/>
</fig>
</sec>
<sec id="sec14">
<title>Chemical composition</title>
<p>The nutrient composition and relative feed value of algal at various concentrations are indicated in <xref ref-type="table" rid="tab1">Table 1</xref>. The extracts impacted significantly the chemical compositions (all <italic>p</italic> &#x003C;&#x202F;0.0001). Regarding fiber fractions such as ADF and NDF, the highest values were recorded for Algae +100 MgS. In contrast, in related to the CP and EE fractions, Algae +50 Mgs had the highest values (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Chemical nutrient composition and relative feed value of increasing doses of Algae at different levels of nanoparticles.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Items</th>
<th align="center" valign="top" colspan="7">Treatment</th>
<th align="center" valign="top">SEM</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">Algae Control</th>
<th align="center" valign="top">Algae +50 Carbon</th>
<th align="center" valign="top">Algae +100 Carbon</th>
<th align="center" valign="top">Algae +50 Mgo</th>
<th align="center" valign="top">Algae +100 Mgo</th>
<th align="center" valign="top">Algae +50 MgS</th>
<th align="center" valign="top">Algae +100 MgS</th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">CP, %</td>
<td align="center" valign="top">34.17<sup>ab</sup></td>
<td align="center" valign="top">34.68<sup>ab</sup></td>
<td align="center" valign="top">32.65<sup>b</sup></td>
<td align="center" valign="top">35.98<sup>ab</sup></td>
<td align="center" valign="top">32.25<sup>b</sup></td>
<td align="center" valign="top">37.23<sup>a</sup></td>
<td align="center" valign="top">37.08<sup>a</sup></td>
<td align="center" valign="top">1.49</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">DM, %</td>
<td align="center" valign="top">95.26<sup>ab</sup></td>
<td align="center" valign="top">95.86<sup>ab</sup></td>
<td align="center" valign="top">93.31<sup>b</sup></td>
<td align="center" valign="top">95.97<sup>ab</sup></td>
<td align="center" valign="top">96.80<sup>a</sup></td>
<td align="center" valign="top">95.22<sup>ab</sup></td>
<td align="center" valign="top">94.69<sup>ab</sup></td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">Ash, %</td>
<td align="center" valign="top">28.40<sup>abc</sup></td>
<td align="center" valign="top">29.69<sup>a</sup></td>
<td align="center" valign="top">29.43<sup>ab</sup></td>
<td align="center" valign="top">27.87<sup>bc</sup></td>
<td align="center" valign="top">28.77<sup>abc</sup></td>
<td align="center" valign="top">27.46<sup>c</sup></td>
<td align="center" valign="top">28.51<sup>abc</sup></td>
<td align="center" valign="top">0.59</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">EE, %</td>
<td align="center" valign="top">1.25<sup>b</sup></td>
<td align="center" valign="top">1.78<sup>b</sup></td>
<td align="center" valign="top">1.42<sup>b</sup></td>
<td align="center" valign="top">1.17<sup>b</sup></td>
<td align="center" valign="top">1.48<sup>b</sup></td>
<td align="center" valign="top">2.82<sup>a</sup></td>
<td align="center" valign="top">1.68<sup>b</sup></td>
<td align="center" valign="top">0.31</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">NDF, %</td>
<td align="center" valign="top">31.98<sup>abc</sup></td>
<td align="center" valign="top">32.92<sup>ab</sup></td>
<td align="center" valign="top">32.67<sup>ab</sup></td>
<td align="center" valign="top">33.28<sup>ab</sup></td>
<td align="center" valign="top">28.94<sup>c</sup></td>
<td align="center" valign="top">30.09<sup>bc</sup></td>
<td align="center" valign="top">34.15<sup>a</sup></td>
<td align="center" valign="top">1.22</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">ADF, %</td>
<td align="center" valign="top">21.79<sup>a</sup></td>
<td align="center" valign="top">20.97<sup>ab</sup></td>
<td align="center" valign="top">21.45<sup>ab</sup></td>
<td align="center" valign="top">21.90<sup>ab</sup></td>
<td align="center" valign="top">20.96<sup>ab</sup></td>
<td align="center" valign="top">20.62<sup>b</sup></td>
<td align="center" valign="top">21.04<sup>ab</sup></td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">ADL, %</td>
<td align="center" valign="top">11.54</td>
<td align="center" valign="top">11.69</td>
<td align="center" valign="top">11.88</td>
<td align="center" valign="top">11.96</td>
<td align="center" valign="top">10.57</td>
<td align="center" valign="top">10.40</td>
<td align="center" valign="top">12.14</td>
<td align="center" valign="top">0.73</td>
<td align="center" valign="top">0.069</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CP, Crude protein; DM, Dry matter; Ash, ash; EE, Ether extract; NDF, Neutral detergent fiber; ADF, Acid detergent fiber; ADL, Acid detergent lignin. a-c, means within the column with unlike superscript differ significantly (<italic>P</italic> &#x003C; 0.01).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec15">
<title><italic>In vitro</italic> fermentation and gas production</title>
<p>The effects of algae extracts on <italic>in vitro</italic> rumen fermentation profiles are shown in <xref ref-type="table" rid="tab2">Table 2</xref>. The parameters of gas production, pH, and OMD have influenced significantly by the different extracts (all <italic>p</italic> &#x003C;&#x202F;0.0001); the highest and lowest values regarding net gas, pH, OMD, ME, and NE<sub>l</sub> were observed for Algae +50 MgO and Algae +50 MgS, respectively. The converse mentioned trend was observed for Algae +50 MgO and Algae +50 MgS in related to CH<sub>4</sub> production (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001). Totally, not only measured total gas volume but also most of the measured parameters from the Algae-based rumen fluid were significantly influenced by the different nanoparticles (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Effects of nanoparticles on <italic>in vitro</italic> gas, methane production quantities, and rumen fermentation variables of algae.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Item</th>
<th align="center" valign="top" colspan="7">Treatment</th>
<th/>
<th/>
</tr>
<tr>
<th/>
<th align="center" valign="top">Algae Control</th>
<th align="center" valign="top">Algae +50 Carbon</th>
<th align="center" valign="top">Algae +100 Carbon</th>
<th align="center" valign="top">Algae +50 MgO</th>
<th align="center" valign="top">Algae +100 MgO</th>
<th align="center" valign="top">Algae +50 MgS</th>
<th align="center" valign="top">Algae +100 MgS</th>
<th align="center" valign="top">SEM</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">pH</td>
<td align="center" valign="top">6.77</td>
<td align="center" valign="top">6.79</td>
<td align="center" valign="top">6.76</td>
<td align="center" valign="top">6.78</td>
<td align="center" valign="top">6.77</td>
<td align="center" valign="top">6.75</td>
<td align="center" valign="top">6.79</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.074</td>
</tr>
<tr>
<td align="left" valign="top">CH<sub>4</sub>, %</td>
<td align="center" valign="top">18.18<sup>bc</sup></td>
<td align="center" valign="top">17.14<sup>bc</sup></td>
<td align="center" valign="top">19.12<sup>bc</sup></td>
<td align="center" valign="top">16.11<sup>c</sup></td>
<td align="center" valign="top">20.77<sup>b</sup></td>
<td align="center" valign="top">28.98<sup>a</sup></td>
<td align="center" valign="top">25.93<sup>ab</sup></td>
<td align="center" valign="top">1.23</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">CH<sub>4</sub>, mL</td>
<td align="center" valign="top">5.87</td>
<td align="center" valign="top">5.27</td>
<td align="center" valign="top">6.09</td>
<td align="center" valign="top">5.11</td>
<td align="center" valign="top">5.92</td>
<td align="center" valign="top">6.30</td>
<td align="center" valign="top">5.71</td>
<td align="center" valign="top">0.57</td>
<td align="center" valign="top">0.152</td>
</tr>
<tr>
<td align="left" valign="top">Gas, mL</td>
<td align="center" valign="top">32.32<sup>a</sup></td>
<td align="center" valign="top">30.64<sup>a</sup></td>
<td align="center" valign="top">31.67<sup>a</sup></td>
<td align="center" valign="top">32.04<sup>a</sup></td>
<td align="center" valign="top">28.59<sup>a</sup></td>
<td align="center" valign="top">21.81<sup>b</sup></td>
<td align="center" valign="top">21.99<sup>b</sup></td>
<td align="center" valign="top">1.94</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">TDMA, mg</td>
<td align="center" valign="top">364.7</td>
<td align="center" valign="top">389.17</td>
<td align="center" valign="top">355.83</td>
<td align="center" valign="top">370.2</td>
<td align="center" valign="top">395.4</td>
<td align="center" valign="top">390.41</td>
<td align="center" valign="top">365.88</td>
<td align="center" valign="top">13.52</td>
<td align="center" valign="top">2.672</td>
</tr>
<tr>
<td align="left" valign="top">ME, mj/kg KM</td>
<td align="center" valign="top">5.91<sup>ab</sup></td>
<td align="center" valign="top">5.85<sup>ab</sup></td>
<td align="center" valign="top">5.79<sup>ab</sup></td>
<td align="center" valign="top">5.99<sup>a</sup></td>
<td align="center" valign="top">5.59<sup>ab</sup></td>
<td align="center" valign="top">5.53<sup>b</sup></td>
<td align="center" valign="top">5.52<sup>b</sup></td>
<td align="center" valign="top">0.14</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">MPSE, mg</td>
<td align="center" valign="top">83.10<sup>c</sup></td>
<td align="center" valign="top">84.88<sup>ab</sup></td>
<td align="center" valign="top">83.69<sup>b</sup></td>
<td align="center" valign="top">83.36<sup>b</sup></td>
<td align="center" valign="top">86.45<sup>ab</sup></td>
<td align="center" valign="top">89.29<sup>a</sup></td>
<td align="center" valign="top">88.75<sup>a</sup></td>
<td align="center" valign="top">1.04</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">NEL, mj/kg KM</td>
<td align="center" valign="top">3.19</td>
<td align="center" valign="top">3.21</td>
<td align="center" valign="top">3.10</td>
<td align="center" valign="top">3.26</td>
<td align="center" valign="top">2.96</td>
<td align="center" valign="top">3.09</td>
<td align="center" valign="top">2.97</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.065</td>
</tr>
<tr>
<td align="left" valign="top">OMD, %</td>
<td align="center" valign="top">30.26<sup>a</sup></td>
<td align="center" valign="top">29.81<sup>a</sup></td>
<td align="center" valign="top">30.01<sup>a</sup></td>
<td align="center" valign="top">30.23<sup>a</sup></td>
<td align="center" valign="top">28.91<sup>a</sup></td>
<td align="center" valign="top">26.82<sup>b</sup></td>
<td align="center" valign="top">26.94<sup>b</sup></td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
<tr>
<td align="left" valign="top">PF, mg/mL</td>
<td align="center" valign="top">364.7</td>
<td align="center" valign="top">389.17</td>
<td align="center" valign="top">355.83</td>
<td align="center" valign="top">370.2</td>
<td align="center" valign="top">395.4</td>
<td align="center" valign="top">390.41</td>
<td align="center" valign="top">365.89</td>
<td align="center" valign="top">13.52</td>
<td align="center" valign="top">1.281</td>
</tr>
<tr>
<td align="left" valign="top">TDD, %</td>
<td align="center" valign="top">70.25<sup>b</sup></td>
<td align="center" valign="top">75.00<sup>ab</sup></td>
<td align="center" valign="top">69.86<sup>b</sup></td>
<td align="center" valign="top">71.23<sup>b</sup></td>
<td align="center" valign="top">78.89<sup>a</sup></td>
<td align="center" valign="top">75.98<sup>ab</sup></td>
<td align="center" valign="top">71.48<sup>b</sup></td>
<td align="center" valign="top">2.43</td>
<td align="center" valign="top">&#x003C;0.0001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>a&#x2013;c, means within the column with unlike superscript differ significantly (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). TDMA, true digested matter amount; ME, metabolizable energy; MPSE, Microbial protein synthesis efficiency; NEL, net energy lactation; OMD, organic matter digestion; PF, Partition factor; TDD, true digestion degree; SEM, standard error of means.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<title>VFA parameters</title>
<p><xref ref-type="table" rid="tab2">Table 2</xref> shows the volatile fatty acid (VFA) composition of rumen fluid. The effects of extracts on total VFA (TVFA) were substantial (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), with the highest value found in the &#x201C;Algae +100 MgS&#x201D; group (163.12&#x202F;mM) and the lowest in the CON group (139.59&#x202F;mM). For the individual VFA, extracts have resulted in fluctuated amounts between treatments, in which the treatments influenced the individual VFA significantly (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<title>Discussion</title>
<sec id="sec18">
<title>Characterization of CQD, MgS, and MgO nanoparticles</title>
<sec id="sec19">
<title>XRD analysis</title>
<p>The observed peaks demonstrate the cubic structure of MgO and assign it to the pure phase of periclase MgO. In the spectra of other phases, no additional peaks could be seen. It confirmed that the prepared MgO was crystallized and was free of impurities. In addition, the presented peaks exhibit higher intensity and narrower spectral widths, indicating the product is in good condition. The XRD graph obtained for the crystallographic analysis of synthesized MgS nanomaterials is given in <xref ref-type="fig" rid="fig6">Figure 6</xref>. The 2&#x03B8; values for MgS NPs peak at 37.94&#x00B0; (200), 45.42 (220) and 58.71&#x00B0; (221) at 200, 210 and 222. The characteristic peaks of the XRD spectrum at 2&#x03B8;&#x202F;=&#x202F;45.45&#x00B0; can be indexed at (220). Literature-based findings are consistent with the results obtained (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>XRD patterns of MgS.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g006.tif"/>
</fig>
</sec>
<sec id="sec20">
<title>FTIR analysis</title>
<p>This is defined as OH stretching and bending, respectively. The metal-oxygen frequencies for the respective metal oxides published in the literature and observed frequencies coincide reasonably well. Using this method, MgO NPs can be analyzed for their chemical composition and surface properties (<xref ref-type="bibr" rid="ref25">25</xref>). The -C-H bending vibrations in the aromatic amine groups of the flavonoid structure are linked to the absorption band at 550&#x202F;cm<sup>&#x2212;1</sup>. Additionally, the peak at 972&#x202F;cm<sup>&#x2212;1</sup> shows the existence of MgS NPs as well as the distinctive C-S bond structure peaks. Under the aliphatic chain structure, the observed 613.4&#x202F;cm-1 peak is part of the &#x2013;CH2 group. The pomegranate algae extract&#x2019;s bioactive components were verified using FTIR spectrum (<xref ref-type="bibr" rid="ref26">26</xref>). Using this analysis, it is possible to determine the biomolecules involved in the synthesis of MgS NP. <xref ref-type="fig" rid="fig7">Figure 7</xref> displays the carbon quantum dots of NP according to FTIR spectra. The band at around 3,242&#x202F;cm<sup>&#x2212;1</sup> is indicative of OH stretching vibration, which may arise from either the hydroxyl groups found in C black NP or water absorption. The peak recorded at 1,652&#x202F;cm<sup>&#x2212;1</sup> was exclusively found in pure CB and was ascribed to the material&#x2019;s C=C stretching vibration. Peaks at 2,040, 2,166, and 2,015&#x202F;cm<sup>&#x2212;1</sup> are ascribed to the nanocarbon structure&#x2019;s carbonyl group and C&#x2013;O stretching (<xref ref-type="bibr" rid="ref27">27</xref>).</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>FTIR spectra of CQD NPs.</p>
</caption>
<graphic xlink:href="fvets-12-1492230-g007.tif"/>
</fig>
</sec>
<sec id="sec21">
<title>TEM analysis</title>
<p>TEM analysis is a very critical methodology to describe the particle size distribution, average particle size and shape of NPs. The produced MgO nanoparticles are less than 10&#x202F;nm in size and spherical, as confirmed by TEM examination, despite being aggregated (<xref ref-type="bibr" rid="ref28">28</xref>). The current green synthesis method approach has enabled the use of a simple and low-cost reducing agent for single-phase MgS NPs. This approach offers an effective method to synthesize MgS NPs in a non-toxic manner (<xref ref-type="bibr" rid="ref24">24</xref>). Transmission electron microscopy (TEM) evaluated the morphology of pure carbon NP samples. These NPs are the samples showing the highest level of modification and are shown in <xref ref-type="fig" rid="fig5">Figure 5C</xref>. The TEM image shows semi-spherical primary particles with an average size ranging from 15 to 65&#x202F;nm. These primary particles were formed and held together by agglomeration, resulting in agglomerates. The results corroborate other published studies in the literature, and the conclusions are consistent with current literature (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
</sec>
<sec id="sec22">
<title>Chemical composition</title>
<p>The present results on the chemical composition of macroalgae were in line with previous reports (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). In disagreement with our findings, a recent meta-analysis of 47 published papers containing a broad variety of macroalgae was conducted and demonstrated that the average content of CP, NDF, ADF, and organic matter (OM) was 734.2, 189.2, 321.3, and 208.5&#x202F;g/kg DM, respectively (<xref ref-type="bibr" rid="ref32">32</xref>). Additionally, to confirm our findings Min et al. (<xref ref-type="bibr" rid="ref33">33</xref>) published the different levels of CP (7.8 to 38.1% DM), NDF (16.6 to 43.1% DM), ADF (6.6 to 13.1% DM), and EE (0.3 to 3.9% DM) across eight macroalgae species. It&#x2019;s important to note that the chemical composition and bioactive content of macroalgae are impacted by their taxonomic classification (brown, green, or red), and vary across genera and species. Seasonal fluctuations may also impact their composition during the growing and harvesting periods (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref34">34</xref>). All algae and nanoparticles tested in our study had acceptable chemical compositions, particularly as a protein source; however, they should be included in a TMR ration to determine their potential advantages.</p>
<p>The current study&#x2019;s findings about NDF and ADF were congruent with those of Mahmood Ameen (<xref ref-type="bibr" rid="ref35">35</xref>). Feeds typically comprise 100&#x2013;120 g/kg DM of ash. The crude ash levels of the feeds were comparable to those reported by Kamalak et al. (<xref ref-type="bibr" rid="ref36">36</xref>) and Karabulut et al. (<xref ref-type="bibr" rid="ref37">37</xref>). Differences in nutrient composition of feeds between studies may be qualified to numerous elements, such as climate, fertilization, species and type, harvesting time, feed storage conditions, and vegetative phase (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). Also, it has been stated that the <italic>in vitro</italic> gas production level is affected by the nutrient composition of feedstuff, the presence of compounds inhibiting (such as tannins) gas production, the microflora and microfauna content of the rumen fluid (donor animal&#x2019;s diet), and the quality of fermentation provided (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref38">38</xref>).</p>
<p>Microalgae have mass balances ranging from 630 to 1,170&#x202F;g&#x202F;kg<sup>&#x2212;1</sup>, although proximate analysis seldom provides 100% (<xref ref-type="bibr" rid="ref39">39</xref>). Our investigation&#x2019;s findings regarding the mass balance deficit suggest that other soluble components such as B vitamins, nonprotein nitrogen, chlorophyll, and soluble carbohydrates may be responsible. Microalgae fiber is low in hemicellulose and lacks lignin, even though it has a high fiber content (50&#x2013;55% of total carbohydrate) (<xref ref-type="bibr" rid="ref40">40</xref>). This enhances the probability that the protein will be readily available due to its lack of lignin complexation. In addition, the cell wall fraction in microalgae is highly digestible (<xref ref-type="bibr" rid="ref41">41</xref>). Drewery et al. (<xref ref-type="bibr" rid="ref42">42</xref>) found that supplementing post-extraction algal residue (CP&#x202F;=&#x202F;179 g&#x202F;kg<sup>&#x2212;1</sup> DM) increased OM digestibility in steers fed oat straw (CP; 45&#x202F;g&#x202F;kg<sup>&#x2212;1</sup> DM). Similarly, Tetracystis sp., <italic>N. bacillaris</italic>, and <italic>C. vulgaris</italic> have a higher lipid content, which improves the calorie density of the diet. It has been widely shown that lipids frequently diminish enteric CH<sub>4</sub> emissions from ruminants (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>).</p>
</sec>
<sec id="sec23">
<title><italic>In vitro</italic> fermentation and gas production</title>
<p>The post-fermentation pH ranged from 6.75 to 7.79 among algal-extract treatments, demonstrating that algae supplementation promotes a more alkaline environment during microbial fermentation. Carbohydrates are the primary source of substrate for the creation of acetate and butyrate during ruminal fermentation, and as byproducts, CO<sub>2</sub> and hydrogen (H<sub>2</sub>), are used by methanogenic archaea to produce CH4 (<xref ref-type="bibr" rid="ref9">9</xref>). Furthermore, according to Kholif et al. (<xref ref-type="bibr" rid="ref45">45</xref>), microalgae promote carbohydrate fermentation by rumen microbes, which is consistent with what was observed with the addition of microalgae and was attributed to the microalgae&#x2019;s fulvic acids, which can provide carbon to ruminal microorganisms (<xref ref-type="bibr" rid="ref46">46</xref>) and thus favor microbial growth and increase DMD. In turn, the increased degradability resulted in higher production of SCFA and ME, ascribed to enhanced carbohydrate degradation (<xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>Although not investigated in the current study, the increase in SFCA and ME with microalgae might be due to increased activity of the fibrolytic bacteria (<xref ref-type="bibr" rid="ref47">47</xref>) and increased propionate production. In contrast, decrease of SFCA and ME are attributed to a reduction in other SCFAs, such as acetate (<xref ref-type="bibr" rid="ref48">48</xref>). In the meantime, the effects on DMD and SCFA associated with the content and degradability of feed carbohydrates may be reflected in the computed variations in CH<sub>4</sub> per unit of SCFA, ME, and OM (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>Biogas production (BG) is intimately related to feed degradability and, as a result, the availability of highly-fermented nutrients for rumen microbial activity and growth (<xref ref-type="bibr" rid="ref15">15</xref>). Although their production is predominantly reliant on the fermentation of carbohydrates to SCFA and proteins, and BG is mostly made up of CO<sub>2</sub> and CH<sub>4</sub>, their contribution to BG is negligible in comparison to that of carbohydrates (<xref ref-type="bibr" rid="ref50">50</xref>). Furthermore, the production of acetate and butyrate during rumen fermentation produces more gas than the formation of propionate, accounting for the majority of the BG (<xref ref-type="bibr" rid="ref51">51</xref>).</p>
<p>Natural compounds of microalgae have been proposed as potential methods for controlling rumen fermentation, contributing to CH<sub>4</sub> generation (<xref ref-type="bibr" rid="ref52">52</xref>, <xref ref-type="bibr" rid="ref53">53</xref>). A previous <italic>in vitro</italic> investigation (<xref ref-type="bibr" rid="ref54">54</xref>) demonstrated that Schizochytrium spp. inhibited CH<sub>4</sub>. Furthermore, several research (<xref ref-type="bibr" rid="ref55">55</xref>, <xref ref-type="bibr" rid="ref56">56</xref>) found an increase in CH<sub>4</sub>-producing bacteria and protozoa, demonstrating that not all microalgae have CH<sub>4</sub>-reducing properties.</p>
<p>The anti-methanogenic effect observed in this study has been reported in studies involving other microalgae (Spirulina platensis, <italic>Chlorella vulgaris</italic>, and Schizochytrium spp.). The studies attribute this effect to the presence of docosahexaenoic acid (C22:6 n&#x202F;&#x2212;&#x202F;3) and eicosapentaenoic acid (C20:5 n&#x202F;&#x2212;&#x202F;3), polyunsaturated acids that decrease the concentration of acetate and increase propionate, which results in reduction the abundance of methanogenic archaea, the primary microorganisms producing CH<sub>4</sub> (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref52">52</xref>). Likewise, Sheng et al. (<xref ref-type="bibr" rid="ref57">57</xref>) found that humic compounds, including fulvic and humic acids, can lower CH<sub>4</sub> production in ruminants. They ascribed this to a decrease of the molar proportion of protozoa and acetate populations (<xref ref-type="bibr" rid="ref58">58</xref>), which minimizes the amount of H<sub>2</sub> available for CH<sub>4</sub> production (<xref ref-type="bibr" rid="ref59">59</xref>).</p>
<p>The addition of the microalgae reduced BG production in the current study, which is in line with Elghandour et al. (<xref ref-type="bibr" rid="ref15">15</xref>), who observed that the BG decreased with the addition of the microalgae Schizochytrium spp. and associated it with the antimicrobial and cytotoxic effects of the compounds of the microalgae (<xref ref-type="bibr" rid="ref60">60</xref>), as well as the long-chain fatty acid profile (<xref ref-type="bibr" rid="ref48">48</xref>). Also, it is likely that the microalgae have modified the structure of the microbial community during fermentation which is caused variations in the final fermentation products, including the SCFA profile (<xref ref-type="bibr" rid="ref61">61</xref>).</p>
<p>Among the treatments, the highest amount of gas produced was observed for the MgS nanoparticles group. Additionally, the MgO treatments demonstrated a notable decrease in the production of methane, which indicate the ability of MgO nanoparticles to meet the needs of rumen bacteria during the incubation period (<xref ref-type="bibr" rid="ref62">62</xref>). The two main sources of <italic>in vitro</italic> gas generation are carbon dioxide and methane, which are derived directly from microbial fermentation, and carbon dioxide released from a bicarbonate buffer, obtained indirectly by buffering short-chain fatty acids. Menke and Steingass (<xref ref-type="bibr" rid="ref23">23</xref>) affirm that the only variables influencing gas generation are the feed&#x2019;s physical and chemical composition. The fermentation rate, however, could be impacted by modifications in ruminal microbial activity.</p>
</sec>
<sec id="sec24">
<title>VFA parameters</title>
<p>Volatile fatty acids (VFAs) have been considered one of the most significant factors in achieving anaerobic fermentation. According to Makkar (<xref ref-type="bibr" rid="ref63">63</xref>), fluctuations in gas production might alter the amounts or ratios of VFA produced. VFAs&#x2019; hydrophobic qualities enable them to penetrate the bilayer structure of the bacterial cell&#x2019;s plasma membrane (<xref ref-type="bibr" rid="ref64">64</xref>). Therefore, by changing the membrane structure and increasing its flowability and permeability, they can lower the rate of bacterial growth (<xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>Previous research has shown that adding red algae (<italic>Asparagopsis taxiformis</italic>) and lipid-extracted microalgae to forage diets dramatically boosted propionate and butyrate levels in the rumen (<xref ref-type="bibr" rid="ref66">66</xref>). This is deemed advantageous since previous research demonstrated that the energy from propionate was used more efficiently than energy from acetate (<xref ref-type="bibr" rid="ref67">67</xref>, <xref ref-type="bibr" rid="ref68">68</xref>). Lodge-Ivey et al. (<xref ref-type="bibr" rid="ref68">68</xref>) found that adding lipid-extracted algae (Chlorella or Nannochloropsis) to the diet increased total rumen VFA content, which is in consistent with our findings. In contrast to our findings, it has been proposed that the high lipid content of Chlorella may suppress cellulolytic bacteria in the rumen and finally reduction of total VFA (<xref ref-type="bibr" rid="ref53">53</xref>). Furthermore, adding algae to a corn silage-based diet raised ruminal pH and reduced total VFA by up to 18% after 19&#x202F;days (<xref ref-type="bibr" rid="ref69">69</xref>). Other <italic>in vitro</italic> investigations (<xref ref-type="bibr" rid="ref53 ref54 ref55">53&#x2013;55</xref>, <xref ref-type="bibr" rid="ref70">70</xref>) found that supplementation with DHA-rich microalgae or marine algae increased ruminal propionate while decreasing overall VFA and CH<sub>4</sub> synthesis. The differences could be attributed to variances in supplementation levels and oil extraction.</p>
</sec>
</sec>
</sec>
<sec sec-type="conclusions" id="sec25">
<title>Conclusion</title>
<p>The results of our study indicate that the use of Algae+50 Mgo nano-particles, viable feed additive, highest in CP and EE, can reduce methane emission and gas production. Furthermore, all the treatments containing Algae decreased <italic>in vitro</italic> gas production. Also, addition of the Algae+50 Mgo nano-particles improved fermentation kinetics, VFAs, and nutrients&#x2019; degradability compared to the other experimental treatments. These results are promising and suggest that the applied extracts could mitigate undesirable outcomes of rumen fermentation. Although more research is necessary to clarify the exact effects of the extracts on the aforementioned indices.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec26">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec sec-type="author-contributions" id="sec27">
<title>Author contributions</title>
<p>VP: Conceptualization, Data curation, Project administration, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AdK: Methodology, Data curation, Writing &#x2013; original draft. MM: Supervision, Data curation, Writing &#x2013; original draft. HN: Methodology, Data curation, Writing &#x2013; original draft. H&#x00DC;: Methodology, Data curation, Writing &#x2013; original draft. AlK: Methodology, Data curation, Writing &#x2013; original draft. AF: Methodology, Data curation, Writing &#x2013; original draft. AM: Methodology, Data curation, Writing &#x2013; original draft. ML: Writing &#x2013; review &#x0026; editing, Funding acquisition.</p>
</sec>
<sec sec-type="funding-information" id="sec28">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This study was supported by Scientific and Technological Research Council of T&#x00FC;rkiye (TUBITAK) under Grant Number 123R066.</p>
</sec>
<ack>
<p>The authors thank TUBITAK for their support.</p>
</ack>
<sec sec-type="COI-statement" id="sec29">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</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>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Byerly</surname> <given-names>T</given-names></name></person-group>. <article-title>Competition between animals and man for agricultural resources</article-title>. In: <source>New protein foods: animal protein supplies, Altschul AM. Academy Press, Inc. A Subsidiary of Harcourt Brace Jovanovich, vol. 3</source> (<year>2013</year>). <fpage>72</fpage>.</citation></ref>
<ref id="ref2"><label>2.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Weber</surname> <given-names>GM</given-names></name> <name><surname>Windisch</surname> <given-names>W</given-names></name></person-group>. <article-title>Producing sufficient animal-source protein for the growing world population</article-title> In: <publisher-loc>Springer, Cham</publisher-loc>: <source>Sustainable Nutrition in a Changing World</source> (<year>2017</year>). <fpage>321</fpage>&#x2013;<lpage>34</lpage>.</citation></ref>
<ref id="ref3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vanthoor-Koopmans</surname> <given-names>M</given-names></name> <name><surname>Wijffels</surname> <given-names>RH</given-names></name> <name><surname>Barbosa</surname> <given-names>MJ</given-names></name> <name><surname>Eppink</surname> <given-names>MH</given-names></name></person-group>. <article-title>Biorefinery of microalgae for food and fuel</article-title>. <source>Bioresour Technol</source>. (<year>2013</year>) <volume>135</volume>:<fpage>142</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biortech.2012.10.135</pub-id>, PMID: <pub-id pub-id-type="pmid">23186688</pub-id></citation></ref>
<ref id="ref4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moheimani</surname> <given-names>NR</given-names></name> <name><surname>Vadiveloo</surname> <given-names>A</given-names></name> <name><surname>Ayre</surname> <given-names>JM</given-names></name> <name><surname>Pluske</surname> <given-names>JR</given-names></name></person-group>. <article-title>Nutritional profile and in vitro digestibility of microalgae grown in anaerobically digested piggery effluent</article-title>. <source>Algal Res</source>. (<year>2018</year>) <volume>35</volume>:<fpage>362</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.algal.2018.09.007</pub-id></citation></ref>
<ref id="ref5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bowen</surname> <given-names>JM</given-names></name> <name><surname>Cormican</surname> <given-names>P</given-names></name> <name><surname>Lister</surname> <given-names>SJ</given-names></name> <name><surname>McCabe</surname> <given-names>MS</given-names></name> <name><surname>Duthie</surname> <given-names>C-A</given-names></name> <name><surname>Roehe</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Links between the rumen microbiota, methane emissions and feed efficiency of finishing steers offered dietary lipid and nitrate supplementation</article-title>. <source>PLoS One</source>. (<year>2020</year>) <volume>15</volume>:<fpage>e0231759</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0231759</pub-id>, PMID: <pub-id pub-id-type="pmid">32330150</pub-id></citation></ref>
<ref id="ref6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pryce</surname> <given-names>JE</given-names></name> <name><surname>Haile-Mariam</surname> <given-names>M</given-names></name></person-group>. <article-title>Symposium review: genomic selection for reducing environmental impact and adapting to climate change</article-title>. <source>J Dairy Sci</source>. (<year>2020</year>) <volume>103</volume>:<fpage>5366</fpage>&#x2013;<lpage>75</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2019-17732</pub-id>, PMID: <pub-id pub-id-type="pmid">32331869</pub-id></citation></ref>
<ref id="ref7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huhtanen</surname> <given-names>P</given-names></name> <name><surname>Bayat</surname> <given-names>A</given-names></name> <name><surname>Lund</surname> <given-names>P</given-names></name> <name><surname>Hellwing</surname> <given-names>ALF</given-names></name> <name><surname>Weisbjerg</surname> <given-names>MR</given-names></name></person-group>. <article-title>Variation in feed efficiency hampers use of carbon dioxide as a tracer gas in measuring methane emissions in on-farm conditions</article-title>. <source>J Dairy Sci</source>. (<year>2020</year>) <volume>103</volume>:<fpage>9090</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2020-18559</pub-id>, PMID: <pub-id pub-id-type="pmid">32747114</pub-id></citation></ref>
<ref id="ref8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>S</given-names></name> <name><surname>Puniya</surname> <given-names>AK</given-names></name> <name><surname>Puniya</surname> <given-names>M</given-names></name> <name><surname>Dagar</surname> <given-names>SS</given-names></name> <name><surname>Sirohi</surname> <given-names>SK</given-names></name> <name><surname>Singh</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Factors affecting rumen methanogens and methane mitigation strategies</article-title>. <source>World J Microbiol Biotechnol</source>. (<year>2009</year>) <volume>25</volume>:<fpage>1557</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11274-009-0041-3</pub-id></citation></ref>
<ref id="ref9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ungerfeld</surname> <given-names>EM</given-names></name></person-group>. <article-title>Metabolic hydrogen flows in rumen fermentation: principles and possibilities of interventions</article-title>. <source>Front Microbiol</source>. (<year>2020</year>) <volume>11</volume>:<fpage>589</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2020.00589</pub-id>, PMID: <pub-id pub-id-type="pmid">32351469</pub-id></citation></ref>
<ref id="ref10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Palangi</surname> <given-names>V</given-names></name> <name><surname>Macit</surname> <given-names>M</given-names></name> <name><surname>Bayat</surname> <given-names>A</given-names></name></person-group>. <article-title>Mathematical models describing disappearance of Lucerne hay in the rumen using the nylon bag technique</article-title>. <source>South Afr J Anim Sci</source>. (<year>2020</year>) <volume>50</volume>:<fpage>7</fpage>. doi: <pub-id pub-id-type="doi">10.4314/sajas.v50i5.9</pub-id></citation></ref>
<ref id="ref11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garcia</surname> <given-names>F</given-names></name> <name><surname>Brunetti</surname> <given-names>MA</given-names></name> <name><surname>Lucini</surname> <given-names>EI</given-names></name> <name><surname>Turcato</surname> <given-names>S</given-names></name> <name><surname>Moreno</surname> <given-names>MV</given-names></name> <name><surname>Frossasco</surname> <given-names>GP</given-names></name> <etal/></person-group>. <article-title>Essential oils from Argentinean native species reduce in vitro methane production</article-title>. <source>Rev Investig Agropecu</source>. (<year>2018</year>) <volume>44</volume>:<fpage>76</fpage>&#x2013;<lpage>83</lpage>.</citation></ref>
<ref id="ref12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>C</given-names></name> <name><surname>Ferlay</surname> <given-names>A</given-names></name> <name><surname>Mosoni</surname> <given-names>P</given-names></name> <name><surname>Rochette</surname> <given-names>Y</given-names></name> <name><surname>Chilliard</surname> <given-names>Y</given-names></name> <name><surname>Doreau</surname> <given-names>M</given-names></name></person-group>. <article-title>Increasing linseed supply in dairy cow diets based on hay or corn silage: effect on enteric methane emission, rumen microbial fermentation, and digestion</article-title>. <source>J Dairy Sci</source>. (<year>2016</year>) <volume>99</volume>:<fpage>3445</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2015-10110</pub-id>, PMID: <pub-id pub-id-type="pmid">26947299</pub-id></citation></ref>
<ref id="ref13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biswas</surname> <given-names>AA</given-names></name> <name><surname>Lee</surname> <given-names>SS</given-names></name> <name><surname>Mamuad</surname> <given-names>LL</given-names></name> <name><surname>Kim</surname> <given-names>S-H</given-names></name> <name><surname>Choi</surname> <given-names>Y-J</given-names></name> <name><surname>Bae</surname> <given-names>G-S</given-names></name> <etal/></person-group>. <article-title>Use of lysozyme as a feed additive on in vitro rumen fermentation and methane emission</article-title>. <source>Asian Australas J Anim Sci</source>. (<year>2016</year>) <volume>29</volume>:<fpage>1601</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.5713/ajas.16.0575</pub-id>, PMID: <pub-id pub-id-type="pmid">27703130</pub-id></citation></ref>
<ref id="ref14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elghandour</surname> <given-names>M</given-names></name> <name><surname>Kholif</surname> <given-names>A</given-names></name> <name><surname>Salem</surname> <given-names>A</given-names></name> <name><surname>De Oca</surname> <given-names>RM</given-names></name> <name><surname>Barbabosa</surname> <given-names>A</given-names></name> <name><surname>Mariezcurrena</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Addressing sustainable ruminal methane and carbon dioxide emissions of soybean hulls by organic acid salts</article-title>. <source>J Clean Prod</source>. (<year>2016</year>) <volume>135</volume>:<fpage>194</fpage>&#x2013;<lpage>200</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jclepro.2016.06.081</pub-id></citation></ref>
<ref id="ref15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elghandour</surname> <given-names>M</given-names></name> <name><surname>V&#x00E1;zquez</surname> <given-names>J</given-names></name> <name><surname>Salem</surname> <given-names>A</given-names></name> <name><surname>Kholif</surname> <given-names>A</given-names></name> <name><surname>Cipriano</surname> <given-names>M</given-names></name> <name><surname>Camacho</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>In vitro gas and methane production of two mixed rations influenced by three different cultures of <italic>Saccharomyces cerevisiae</italic></article-title>. <source>J Appl Anim Res</source>. (<year>2017</year>) <volume>45</volume>:<fpage>389</fpage>&#x2013;<lpage>95</lpage>. doi: <pub-id pub-id-type="doi">10.1080/09712119.2016.1204304</pub-id></citation></ref>
<ref id="ref16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boussaada</surname> <given-names>A</given-names></name> <name><surname>Arhab</surname> <given-names>R</given-names></name> <name><surname>Calabr&#x00F2;</surname> <given-names>S</given-names></name> <name><surname>Grazioli</surname> <given-names>R</given-names></name> <name><surname>Ferrara</surname> <given-names>M</given-names></name> <name><surname>Musco</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Effect of <italic>Eucalyptus globulus</italic> leaves extracts on in vitro rumen fermentation, methanogenesis, degradability and protozoa population</article-title>. <source>Ann Anim Sci</source>. (<year>2018</year>) <volume>18</volume>:<fpage>753</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.2478/aoas-2018-0006</pub-id></citation></ref>
<ref id="ref17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGinn</surname> <given-names>S</given-names></name> <name><surname>Beauchemin</surname> <given-names>K</given-names></name> <name><surname>Coates</surname> <given-names>T</given-names></name> <name><surname>Colombatto</surname> <given-names>D</given-names></name></person-group>. <article-title>Methane emissions from beef cattle: effects of monensin, sunflower oil, enzymes, yeast, and fumaric acid</article-title>. <source>J Anim Sci</source>. (<year>2004</year>) <volume>82</volume>:<fpage>3346</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.2527/2004.82113346x</pub-id>, PMID: <pub-id pub-id-type="pmid">15542482</pub-id></citation></ref>
<ref id="ref18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>T</given-names></name> <name><surname>Zhang</surname> <given-names>D</given-names></name> <name><surname>Dai</surname> <given-names>L</given-names></name> <name><surname>Chen</surname> <given-names>Y</given-names></name> <name><surname>Dai</surname> <given-names>X</given-names></name></person-group>. <article-title>Effects of metal nanoparticles on methane production from waste-activated sludge and microorganism community shift in anaerobic granular sludge</article-title>. <source>Sci Rep</source>. (<year>2016</year>) <volume>6</volume>:<fpage>25857</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep25857</pub-id>, PMID: <pub-id pub-id-type="pmid">27166174</pub-id></citation></ref>
<ref id="ref19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00DC;n&#x015F;ar</surname> <given-names>EK</given-names></name> <name><surname>Perendeci</surname> <given-names>NA</given-names></name></person-group>. <article-title>What kind of effects do Fe2O3 and Al2O3 nanoparticles have on anaerobic digestion, inhibition or enhancement?</article-title> <source>Chemosphere</source>. (<year>2018</year>) <volume>211</volume>:<fpage>726</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.chemosphere.2018.08.014</pub-id></citation></ref>
<ref id="ref20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fujinawa</surname> <given-names>K</given-names></name> <name><surname>Nagoya</surname> <given-names>M</given-names></name> <name><surname>Kouzuma</surname> <given-names>A</given-names></name> <name><surname>Watanabe</surname> <given-names>K</given-names></name></person-group>. <article-title>Conductive carbon nanoparticles inhibit methanogens and stabilize hydrogen production in microbial electrolysis cells</article-title>. <source>Appl Microbiol Biotechnol</source>. (<year>2019</year>) <volume>103</volume>:<fpage>6385</fpage>&#x2013;<lpage>92</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00253-019-09946-1</pub-id>, PMID: <pub-id pub-id-type="pmid">31190238</pub-id></citation></ref>
<ref id="ref21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>R</given-names></name> <name><surname>Si</surname> <given-names>HB</given-names></name> <name><surname>Wang</surname> <given-names>M</given-names></name> <name><surname>Lin</surname> <given-names>B</given-names></name> <name><surname>Deng</surname> <given-names>JP</given-names></name> <name><surname>Tan</surname> <given-names>LW</given-names></name> <etal/></person-group>. <article-title>Effects of elemental magnesium and magnesium oxide on hydrogen, methane and volatile fatty acids production in in vitro rumen batch cultures</article-title>. <source>Anim Feed Sci Technol</source>. (<year>2019</year>) <volume>252</volume>:<fpage>74</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2019.04.009</pub-id></citation></ref>
<ref id="ref22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pv</surname> <given-names>VS</given-names></name> <name><surname>Robertson</surname> <given-names>JB</given-names></name> <name><surname>Lewis</surname> <given-names>BA</given-names></name></person-group>. <article-title>Methods for dietary fiber, neutral detergent fiber, and nonstarch polysaccharides in relation to animal nutrition</article-title>. <source>J Dairy Sci</source>. (<year>1991</year>) <volume>74</volume>:<fpage>3583</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.S0022-0302(91)78551-2</pub-id>, PMID: <pub-id pub-id-type="pmid">1660498</pub-id></citation></ref>
<ref id="ref23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Menke</surname> <given-names>HH</given-names></name> <name><surname>Steingass</surname> <given-names>H</given-names></name></person-group>. <article-title>Estimation of the energetic feed value obtained from chemical analysis and in vitro gas production using rumen fluid</article-title>. <source>Anim Res Dev</source>. (<year>1988</year>) <volume>28</volume>:<fpage>7</fpage>&#x2013;<lpage>55</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11240-018-1512-8</pub-id></citation></ref>
<ref id="ref24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nalci</surname> <given-names>OB</given-names></name> <name><surname>Nadaroglu</surname> <given-names>H</given-names></name> <name><surname>Pour</surname> <given-names>AH</given-names></name> <name><surname>Gungor</surname> <given-names>AA</given-names></name> <name><surname>Haliloglu</surname> <given-names>K</given-names></name></person-group>. <article-title>Effects of ZnO, CuO and &#x03B3;-Fe 3 O 4 nanoparticles on mature embryo culture of wheat (<italic>Triticum aestivum</italic> L.)</article-title>. <source>Plant Cell Tissue Organ Cult</source>. (<year>2019</year>) <volume>136</volume>:<fpage>269</fpage>&#x2013;<lpage>77</lpage>.</citation></ref>
<ref id="ref25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mahadevaiah</surname> <given-names>R</given-names></name> <name><surname>Lalithamba</surname> <given-names>HS</given-names></name> <name><surname>Shekarappa</surname> <given-names>S</given-names></name> <name><surname>Hanumanaika</surname> <given-names>R</given-names></name></person-group>. <article-title>Synthesis of N&#x03B1;-protected formamides from amino acids using MgO nano catalyst: study of molecular docking and antibacterial activity</article-title>. <source>Sci Iran</source>. (<year>2017</year>) 0:<fpage>3002</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.24200/sci.2017.4491</pub-id></citation></ref>
<ref id="ref26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taleatu</surname> <given-names>B</given-names></name> <name><surname>Omotoso</surname> <given-names>E</given-names></name> <name><surname>Arbab</surname> <given-names>E</given-names></name> <name><surname>Lasisi</surname> <given-names>R</given-names></name> <name><surname>Makinde</surname> <given-names>W</given-names></name> <name><surname>Mola</surname> <given-names>G</given-names></name></person-group>. <article-title>Microstructural and optical properties of nanocrystalline MgS thin film as wide band gap barrier material</article-title>. <source>Appl Phys A</source>. (<year>2015</year>) <volume>118</volume>:<fpage>539</fpage>&#x2013;<lpage>45</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00339-014-8753-0</pub-id></citation></ref>
<ref id="ref27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vijaya</surname> <given-names>S</given-names></name> <name><surname>Deepa</surname> <given-names>C</given-names></name></person-group>. <article-title>Facile green synthesis of carbon nanoparticles using medicinally <italic>Murraya koenigii</italic> shoots</article-title>. <source>J Environ Nanotechnol</source>. (<year>2017</year>) <volume>6</volume>:<fpage>01</fpage>&#x2013;<lpage>4</lpage>. doi: <pub-id pub-id-type="doi">10.13074/jent.2017.03.171232</pub-id></citation></ref>
<ref id="ref28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Munjal</surname> <given-names>S</given-names></name> <name><surname>Singh</surname> <given-names>A</given-names></name> <name><surname>Kumar</surname> <given-names>V</given-names></name></person-group>. <article-title>Synthesis and characterization of MgO nanoparticles by orange fruit waste through green method</article-title>. <source>Int J Adv Res Comput Sci</source>. (<year>2017</year>) <volume>4</volume>:<fpage>36</fpage>&#x2013;<lpage>42</lpage>.</citation></ref>
<ref id="ref29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrade-Guel</surname> <given-names>M</given-names></name> <name><surname>&#x00C1;vila-Orta</surname> <given-names>CA</given-names></name> <name><surname>Cadenas-Pliego</surname> <given-names>G</given-names></name> <name><surname>Cabello-Alvarado</surname> <given-names>CJ</given-names></name> <name><surname>P&#x00E9;rez-Alvarez</surname> <given-names>M</given-names></name> <name><surname>Reyes-Rodr&#x00ED;guez</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Synthesis of nylon 6/modified carbon black nanocomposites for application in uric acid adsorption</article-title>. <source>Materials</source>. (<year>2020</year>) <volume>13</volume>:<fpage>5173</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ma13225173</pub-id>, PMID: <pub-id pub-id-type="pmid">33212761</pub-id></citation></ref>
<ref id="ref30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guinguina</surname> <given-names>A</given-names></name> <name><surname>Hayes</surname> <given-names>M</given-names></name> <name><surname>Gr&#x00F6;ndahl</surname> <given-names>F</given-names></name> <name><surname>Krizsan</surname> <given-names>SJ</given-names></name></person-group>. <article-title>Potential of the red macroalga <italic>Bonnemaisonia hamifera</italic> in reducing methane emissions from ruminants</article-title>. <source>Animals</source>. (<year>2023</year>) <volume>13</volume>:<fpage>2925</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ani13182925</pub-id>, PMID: <pub-id pub-id-type="pmid">37760326</pub-id></citation></ref>
<ref id="ref31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee-Rangel</surname> <given-names>HA</given-names></name> <name><surname>Roque-Jim&#x00E9;nez</surname> <given-names>JA</given-names></name> <name><surname>Cifuentes-L&#x00F3;pez</surname> <given-names>RO</given-names></name> <name><surname>&#x00C1;lvarez-Fuentes</surname> <given-names>G</given-names></name> <name><surname>Cruz-G&#x00F3;mez</surname> <given-names>ADL</given-names></name> <name><surname>Mart&#x00ED;nez-Garc&#x00ED;a</surname> <given-names>JA</given-names></name> <etal/></person-group>. <article-title>Evaluation of three marine algae on degradability, in vitro gas production, and CH4 and CO2 emissions by ruminants</article-title>. <source>Fermentation</source>. (<year>2022</year>) <volume>8</volume>:<fpage>17</fpage>. doi: <pub-id pub-id-type="doi">10.3390/fermentation8100511</pub-id>, PMID: <pub-id pub-id-type="pmid">39742730</pub-id></citation></ref>
<ref id="ref32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sofyan</surname> <given-names>A</given-names></name> <name><surname>Irawan</surname> <given-names>A</given-names></name> <name><surname>Herdian</surname> <given-names>H</given-names></name> <name><surname>Harahap</surname> <given-names>MA</given-names></name> <name><surname>Sakti</surname> <given-names>AA</given-names></name> <name><surname>Suryani</surname> <given-names>AE</given-names></name> <etal/></person-group>. <article-title>Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: a meta-analysis from in vitro and in vivo experiments</article-title>. <source>Anim Feed Sci Technol</source>. (<year>2022</year>) <volume>294</volume>:<fpage>115503</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2022.115503</pub-id></citation></ref>
<ref id="ref33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Min</surname> <given-names>BR</given-names></name> <name><surname>Parker</surname> <given-names>D</given-names></name> <name><surname>Brauer</surname> <given-names>D</given-names></name> <name><surname>Waldrip</surname> <given-names>H</given-names></name> <name><surname>Lockard</surname> <given-names>C</given-names></name> <name><surname>Hales</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>The role of seaweed as a potential dietary supplementation for enteric methane mitigation in ruminants: challenges and opportunities</article-title>. <source>Anim Nutr</source>. (<year>2021</year>) <volume>7</volume>:<fpage>1371</fpage>&#x2013;<lpage>87</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.aninu.2021.10.003</pub-id>, PMID: <pub-id pub-id-type="pmid">34786510</pub-id></citation></ref>
<ref id="ref34"><label>34.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Pandey</surname> <given-names>D</given-names></name> <name><surname>Mansouryar</surname> <given-names>M</given-names></name> <name><surname>Novoa-Garrido</surname> <given-names>M</given-names></name> <name><surname>N&#x00E6;ss</surname> <given-names>G</given-names></name> <name><surname>Kiron</surname> <given-names>V</given-names></name> <name><surname>Hansen</surname> <given-names>H</given-names></name> <etal/></person-group>. Nutritional and anti-methanogenic potentials of macroalgae for ruminants. (<year>2021</year>). doi: <pub-id pub-id-type="doi">10.19103/AS.2021.0091.14</pub-id></citation></ref>
<ref id="ref35"><label>35.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Mamhood Ameen</surname> <given-names>S.</given-names></name></person-group> <article-title>Potential nutritive value and methane production of some ruminant feedstuffs from north of Iraq estimated using an in vitro gas technique: Fen Bilimleri Enstit&#x00FC;s&#x00FC;</article-title>. (<year>2005</year>).</citation></ref>
<ref id="ref36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kamalak</surname> <given-names>A</given-names></name> <name><surname>Canbolat</surname> <given-names>&#x00D6;</given-names></name> <name><surname>G&#x00FC;rb&#x00FC;z</surname> <given-names>Y</given-names></name> <name><surname>Ozay</surname> <given-names>O</given-names></name></person-group>. <article-title>Prediction of dry matter intake and dry matter digestibilities of some forages using the gas production technique in sheep</article-title>. <source>Turk J Vet Anim Sci</source>. (<year>2005</year>) <volume>29</volume>:<fpage>517</fpage>&#x2013;<lpage>23</lpage>.</citation></ref>
<ref id="ref37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karabulut</surname> <given-names>A</given-names></name> <name><surname>Canbolat</surname> <given-names>O</given-names></name> <name><surname>Kalkan</surname> <given-names>H</given-names></name> <name><surname>Gurbuzol</surname> <given-names>F</given-names></name> <name><surname>Sucu</surname> <given-names>E</given-names></name> <name><surname>Filya</surname> <given-names>I</given-names></name></person-group>. <article-title>Comparison of in vitro gas production, metabolizable energy, organic matter digestibility and microbial protein production of some legume hays</article-title>. <source>Asian Australas J Anim Sci</source>. (<year>2007</year>) <volume>20</volume>:<fpage>517</fpage>&#x2013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.5713/ajas.2007.517</pub-id></citation></ref>
<ref id="ref38"><label>38.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Canbolat</surname> <given-names>&#x00D6;</given-names></name> <name><surname>Kara</surname> <given-names>H</given-names></name> <name><surname>F&#x0130;lya</surname> <given-names>&#x0130;</given-names></name></person-group>. Comparison of in vitro gas production, metabolizable energy, organic matter digestibility and microbial protein production of some legume hays (<year>2013</year>).</citation></ref>
<ref id="ref39"><label>39.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Volkman</surname> <given-names>JK</given-names></name> <name><surname>Brown</surname> <given-names>MR</given-names></name></person-group>. Nutritional value of microalgae and applications. (<year>2006</year>).</citation></ref>
<ref id="ref40"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tibbetts</surname> <given-names>SM</given-names></name> <name><surname>Whitney</surname> <given-names>CG</given-names></name> <name><surname>MacPherson</surname> <given-names>MJ</given-names></name> <name><surname>Bhatti</surname> <given-names>S</given-names></name> <name><surname>Banskota</surname> <given-names>AH</given-names></name> <name><surname>Stefanova</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Biochemical characterization of microalgal biomass from freshwater species isolated in Alberta, Canada for animal feed applications</article-title>. <source>Algal Res</source>. (<year>2015</year>) <volume>11</volume>:<fpage>435</fpage>&#x2013;<lpage>47</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.algal.2014.11.011</pub-id></citation></ref>
<ref id="ref41"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moore</surname> <given-names>KJ</given-names></name> <name><surname>Jung</surname> <given-names>H-JG</given-names></name></person-group>. <article-title>Lignin and fiber digestion</article-title>. <source>J Range Manag</source>. (<year>2001</year>) <volume>54</volume>:<fpage>420</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.2458/azu_jrm_v54i4_moore</pub-id></citation></ref>
<ref id="ref42"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drewery</surname> <given-names>M</given-names></name> <name><surname>Sawyer</surname> <given-names>J</given-names></name> <name><surname>Pinchak</surname> <given-names>W</given-names></name> <name><surname>Wickersham</surname> <given-names>T</given-names></name></person-group>. <article-title>Effect of increasing amounts of postextraction algal residue on straw utilization in steers</article-title>. <source>J Anim Sci</source>. (<year>2014</year>) <volume>92</volume>:<fpage>4642</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.2527/jas.2014-7795</pub-id>, PMID: <pub-id pub-id-type="pmid">25085404</pub-id></citation></ref>
<ref id="ref43"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boadi</surname> <given-names>D</given-names></name> <name><surname>Benchaar</surname> <given-names>C</given-names></name> <name><surname>Chiquette</surname> <given-names>J</given-names></name> <name><surname>Mass&#x00E9;</surname> <given-names>D</given-names></name></person-group>. <article-title>Mitigation strategies to reduce enteric methane emissions from dairy cows: update review</article-title>. <source>Can J Anim Sci</source>. (<year>2004</year>) <volume>84</volume>:<fpage>319</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.4141/A03-109</pub-id></citation></ref>
<ref id="ref44"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beauchemin</surname> <given-names>KA</given-names></name> <name><surname>McGinn</surname> <given-names>SM</given-names></name> <name><surname>Petit</surname> <given-names>HV</given-names></name></person-group>. <article-title>Methane abatement strategies for cattle: lipid supplementation of diets</article-title>. <source>Can J Anim Sci</source>. (<year>2007</year>) <volume>87</volume>:<fpage>431</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.4141/CJAS07011</pub-id></citation></ref>
<ref id="ref45"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kholif</surname> <given-names>A</given-names></name> <name><surname>Gouda</surname> <given-names>G</given-names></name> <name><surname>Olafadehan</surname> <given-names>O</given-names></name> <name><surname>Abdo</surname> <given-names>M</given-names></name></person-group>. <article-title>Effects of replacement of <italic>Moringa oleifera</italic> for berseem clover in the diets of Nubian goats on feed utilisation, and milk yield, composition and fatty acid profile</article-title>. <source>Animal</source>. (<year>2018</year>) <volume>12</volume>:<fpage>964</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S1751731117002336</pub-id>, PMID: <pub-id pub-id-type="pmid">28988560</pub-id></citation></ref>
<ref id="ref46"><label>46.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ghasimi</surname> <given-names>DS</given-names></name> <name><surname>Aboudi</surname> <given-names>K</given-names></name> <name><surname>de Kreuk</surname> <given-names>M</given-names></name> <name><surname>Zandvoort</surname> <given-names>MH</given-names></name> <name><surname>van Lier</surname> <given-names>JB</given-names></name></person-group>. <article-title>Impact of lignocellulosic-waste intermediates on hydrolysis and methanogenesis under thermophilic and mesophilic conditions</article-title>. <source>Chem Eng J</source>. (<year>2016</year>) <volume>295</volume>:<fpage>181</fpage>&#x2013;<lpage>91</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cej.2016.03.045</pub-id></citation></ref>
<ref id="ref47"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beauchemin</surname> <given-names>KA</given-names></name> <name><surname>Ungerfeld</surname> <given-names>EM</given-names></name> <name><surname>Eckard</surname> <given-names>RJ</given-names></name> <name><surname>Wang</surname> <given-names>M</given-names></name></person-group>. <article-title>Fifty years of research on rumen methanogenesis: lessons learned and future challenges for mitigation</article-title>. <source>Animal</source>. (<year>2020</year>) <volume>14</volume>:<fpage>s2</fpage>&#x2013;<lpage>s16</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S1751731119003100</pub-id>, PMID: <pub-id pub-id-type="pmid">32024560</pub-id></citation></ref>
<ref id="ref48"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burnett</surname> <given-names>V</given-names></name> <name><surname>Jacobs</surname> <given-names>J</given-names></name> <name><surname>Norng</surname> <given-names>S</given-names></name> <name><surname>Ponnampalam</surname> <given-names>E</given-names></name></person-group>. <article-title>Feed intake, liveweight gain and carcass traits of lambs offered pelleted annual pasture hay supplemented with flaxseed (<italic>Linum usitatissimum</italic>) flakes or algae (Schizochytrium sp.)</article-title>. <source>Anim Prod Sci</source>. (<year>2016</year>) <volume>57</volume>:<fpage>877</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1071/AN15230</pub-id></citation></ref>
<ref id="ref49"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Astudillo-Neira</surname> <given-names>R</given-names></name> <name><surname>Mu&#x00F1;oz-Nu&#x00F1;ez</surname> <given-names>E</given-names></name> <name><surname>Quiroz-Carreno</surname> <given-names>S</given-names></name> <name><surname>Avila-Stagno</surname> <given-names>J</given-names></name> <name><surname>Alarcon-Enos</surname> <given-names>J</given-names></name></person-group>. <article-title>Bioconversion in ryegrass-fescue hay by pleurotus ostreatus to increase their nutritional value for ruminant</article-title>. <source>Agriculture</source>. (<year>2022</year>) <volume>12</volume>:<fpage>534</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agriculture12040534</pub-id></citation></ref>
<ref id="ref50"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Getachew</surname> <given-names>G</given-names></name> <name><surname>Bl&#x00FC;mmel</surname> <given-names>M</given-names></name> <name><surname>Makkar</surname> <given-names>H</given-names></name> <name><surname>Becker</surname> <given-names>K</given-names></name></person-group>. <article-title>In vitro gas measuring techniques for assessment of nutritional quality of feeds: a review</article-title>. <source>Anim Feed Sci Technol</source>. (<year>1998</year>) <volume>72</volume>:<fpage>261</fpage>&#x2013;<lpage>81</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0377-8401(97)00189-2</pub-id></citation></ref>
<ref id="ref51"><label>51.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sucu</surname> <given-names>E</given-names></name></person-group>. <article-title>In vitro studies on rumen fermentation and methanogenesis of different microalgae and their effects on acidosis in dairy cows</article-title>. <source>Fermentation.</source> (<year>2023</year>) <volume>9</volume>:<fpage>229</fpage>. doi: <pub-id pub-id-type="doi">10.3390/fermentation9030229</pub-id></citation></ref>
<ref id="ref52"><label>52.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mavrommatis</surname> <given-names>A</given-names></name> <name><surname>Skliros</surname> <given-names>D</given-names></name> <name><surname>Sotirakoglou</surname> <given-names>K</given-names></name> <name><surname>Flemetakis</surname> <given-names>E</given-names></name> <name><surname>Tsiplakou</surname> <given-names>E</given-names></name></person-group>. <article-title>The effect of forage-to-concentrate ratio on schizochytrium spp.-supplemented goats: modifying rumen microbiota</article-title>. <source>Animals</source>. (<year>2021</year>) <volume>11</volume>:<fpage>52</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ani11092746</pub-id>, PMID: <pub-id pub-id-type="pmid">34573711</pub-id></citation></ref>
<ref id="ref53"><label>53.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fievez</surname> <given-names>V</given-names></name> <name><surname>Boeckaert</surname> <given-names>C</given-names></name> <name><surname>Vlaeminck</surname> <given-names>B</given-names></name> <name><surname>Mestdagh</surname> <given-names>J</given-names></name> <name><surname>Demeyer</surname> <given-names>D</given-names></name></person-group>. <article-title>In vitro examination of DHA-edible micro-algae: 2. Effect on rumen methane production and apparent degradability of hay</article-title>. <source>Anim Feed Sci Technol</source>. (<year>2007</year>) <volume>136</volume>:<fpage>80</fpage>&#x2013;<lpage>95</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2006.08.016</pub-id></citation></ref>
<ref id="ref54"><label>54.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Durmic</surname> <given-names>Z</given-names></name> <name><surname>Moate</surname> <given-names>PJ</given-names></name> <name><surname>Eckard</surname> <given-names>R</given-names></name> <name><surname>Revell</surname> <given-names>DK</given-names></name> <name><surname>Williams</surname> <given-names>R</given-names></name> <name><surname>Vercoe</surname> <given-names>PE</given-names></name></person-group>. <article-title>In vitro screening of selected feed additives, plant essential oils and plant extracts for rumen methane mitigation</article-title>. <source>J Sci Food Agric</source>. (<year>2014</year>) <volume>94</volume>:<fpage>1191</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jsfa.6396</pub-id>, PMID: <pub-id pub-id-type="pmid">24105682</pub-id></citation></ref>
<ref id="ref55"><label>55.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsiplakou</surname> <given-names>E</given-names></name> <name><surname>Abdullah</surname> <given-names>M</given-names></name> <name><surname>Skliros</surname> <given-names>D</given-names></name> <name><surname>Chatzikonstantinou</surname> <given-names>M</given-names></name> <name><surname>Flemetakis</surname> <given-names>E</given-names></name> <name><surname>Labrou</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>The effect of dietary Chlorella vulgaris supplementation on micro-organism community, enzyme activities and fatty acid profile in the rumen liquid of goats</article-title>. <source>J Anim Physiol Anim Nutr</source>. (<year>2017</year>) <volume>101</volume>:<fpage>275</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jpn.12521</pub-id>, PMID: <pub-id pub-id-type="pmid">27184296</pub-id></citation></ref>
<ref id="ref56"><label>56.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mickdam</surname> <given-names>E</given-names></name> <name><surname>Khiaosa-Ard</surname> <given-names>R</given-names></name> <name><surname>Metzler-Zebeli</surname> <given-names>BU</given-names></name> <name><surname>Klevenhusen</surname> <given-names>F</given-names></name> <name><surname>Chizzola</surname> <given-names>R</given-names></name> <name><surname>Zebeli</surname> <given-names>Q</given-names></name></person-group>. <article-title>Rumen microbial abundance and fermentation profile during severe subacute ruminal acidosis and its modulation by plant derived alkaloids in vitro</article-title>. <source>Anaerobe</source>. (<year>2016</year>) <volume>39</volume>:<fpage>4</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anaerobe.2016.02.002</pub-id>, PMID: <pub-id pub-id-type="pmid">26868619</pub-id></citation></ref>
<ref id="ref57"><label>57.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sheng</surname> <given-names>P</given-names></name> <name><surname>Ribeiro</surname> <given-names>GO</given-names></name> <name><surname>Wang</surname> <given-names>Y</given-names></name> <name><surname>McAllister</surname> <given-names>TA</given-names></name></person-group>. <article-title>Humic substances reduce ruminal methane production and increase the efficiency of microbial protein synthesis in vitro</article-title>. <source>J Sci Food Agric</source>. (<year>2019</year>) <volume>99</volume>:<fpage>2152</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jsfa.9407</pub-id>, PMID: <pub-id pub-id-type="pmid">30298605</pub-id></citation></ref>
<ref id="ref58"><label>58.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hassan</surname> <given-names>A</given-names></name> <name><surname>Salem</surname> <given-names>A</given-names></name> <name><surname>Elghandour</surname> <given-names>M</given-names></name> <name><surname>Hafsa</surname> <given-names>SA</given-names></name> <name><surname>Reddy</surname> <given-names>P</given-names></name> <name><surname>Atia</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Humic substances isolated from clay soil may improve the ruminal fermentation, milk yield, and fatty acid profile: a novel approach in dairy cows</article-title>. <source>Anim Feed Sci Technol</source>. (<year>2020</year>) <volume>268</volume>:<fpage>114601</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2020.114601</pub-id></citation></ref>
<ref id="ref59"><label>59.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ranilla</surname> <given-names>M</given-names></name> <name><surname>Jouany</surname> <given-names>JP</given-names></name> <name><surname>Morgavi</surname> <given-names>D</given-names></name></person-group>. <article-title>Methane production and substrate degradation by rumen microbial communities containing single protozoal species in vitro</article-title>. <source>Lett Appl Microbiol</source>. (<year>2007</year>) <volume>45</volume>:<fpage>675</fpage>&#x2013;<lpage>80</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1472-765X.2007.02251.x</pub-id>, PMID: <pub-id pub-id-type="pmid">17944841</pub-id></citation></ref>
<ref id="ref60"><label>60.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scholz</surname> <given-names>B</given-names></name> <name><surname>Liebezeit</surname> <given-names>G</given-names></name></person-group>. <article-title>Screening for biological activities and toxicological effects of 63 phytoplankton species isolated from freshwater, marine and brackish water habitats</article-title>. <source>Harmful Algae</source>. (<year>2012</year>) <volume>20</volume>:<fpage>58</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.hal.2012.07.007</pub-id></citation></ref>
<ref id="ref61"><label>61.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meehan</surname> <given-names>DJ</given-names></name> <name><surname>Cabrita</surname> <given-names>AR</given-names></name> <name><surname>Silva</surname> <given-names>JL</given-names></name> <name><surname>Fonseca</surname> <given-names>AJ</given-names></name> <name><surname>Maia</surname> <given-names>MR</given-names></name></person-group>. <article-title>Effects of <italic>Chlorella vulgaris</italic>, Nannochloropsis oceanica and Tetraselmis sp. supplementation levels on in vitro rumen fermentation</article-title>. <source>Algal Res</source>. (<year>2021</year>) <volume>56</volume>:<fpage>102284</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.algal.2021.102284</pub-id>, PMID: <pub-id pub-id-type="pmid">39788825</pub-id></citation></ref>
<ref id="ref62"><label>62.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chanzanagh</surname> <given-names>EG</given-names></name> <name><surname>Seifdavati</surname> <given-names>J</given-names></name> <name><surname>FMA</surname> <given-names>G</given-names></name> <name><surname>Benamar</surname> <given-names>HA</given-names></name> <name><surname>Sharifi</surname> <given-names>RS</given-names></name></person-group>. <article-title>Effect of ZnO nanoparticles on in vitro gas production of some animal and plant protein sources</article-title>. <source>Kafkas &#x00DC;niv Vet Fak Derg</source>. (<year>2018</year>) <volume>24</volume></citation></ref>
<ref id="ref63"><label>63.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Makkar</surname> <given-names>HP</given-names></name></person-group>. <article-title>In vitro screening of feed resources for efficiency of microbial protein synthesis</article-title> In: <source>In vitro screening of plant resources for extra-nutritional attributes in ruminants: nuclear and related methodologies</source>. ed. Philip E. <publisher-name>Vercoe school of animal biology the university of Western Australia crawley WA, Australia</publisher-name>: <publisher-name>Springer</publisher-name> (<year>2010</year>). <fpage>107</fpage>&#x2013;<lpage>44</lpage>.</citation></ref>
<ref id="ref64"><label>64.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burt</surname> <given-names>S</given-names></name></person-group>. <article-title>Essential oils: their antibacterial properties and potential applications in foods&#x2014;a review</article-title>. <source>Int J Food Microbiol</source>. (<year>2004</year>) <volume>94</volume>:<fpage>223</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2004.03.022</pub-id>, PMID: <pub-id pub-id-type="pmid">15246235</pub-id></citation></ref>
<ref id="ref65"><label>65.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Newbold</surname> <given-names>C</given-names></name> <name><surname>McIntosh</surname> <given-names>F</given-names></name> <name><surname>Williams</surname> <given-names>P</given-names></name> <name><surname>Losa</surname> <given-names>R</given-names></name> <name><surname>Wallace</surname> <given-names>R</given-names></name></person-group>. <article-title>Effects of a specific blend of essential oil compounds on rumen fermentation</article-title>. <source>Anim Feed Sci Technol</source>. (<year>2004</year>) <volume>114</volume>:<fpage>105</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2003.12.006</pub-id></citation></ref>
<ref id="ref66"><label>66.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kinley</surname> <given-names>RD</given-names></name> <name><surname>de Nys</surname> <given-names>R</given-names></name> <name><surname>Vucko</surname> <given-names>MJ</given-names></name> <name><surname>Machado</surname> <given-names>L</given-names></name> <name><surname>Tomkins</surname> <given-names>NW</given-names></name></person-group>. <article-title>The red macroalgae <italic>Asparagopsis taxiformis</italic> is a potent natural antimethanogenic that reduces methane production during in vitro fermentation with rumen fluid</article-title>. <source>Anim Prod Sci</source>. (<year>2016</year>) <volume>56</volume>:<fpage>282</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1071/AN15576</pub-id></citation></ref>
<ref id="ref67"><label>67.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chalupa</surname> <given-names>W</given-names></name></person-group>. <article-title>Manipulating rumen fermentation</article-title>. <source>J Anim Sci</source>. (<year>1977</year>) <volume>45</volume>:<fpage>585</fpage>&#x2013;<lpage>99</lpage>. doi: <pub-id pub-id-type="doi">10.2527/jas1977.453585x</pub-id></citation></ref>
<ref id="ref68"><label>68.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lodge-Ivey</surname> <given-names>S</given-names></name> <name><surname>Tracey</surname> <given-names>L</given-names></name> <name><surname>Salazar</surname> <given-names>A</given-names></name></person-group>. <article-title>Ruminant nutrition symposium: the utility of lipid extracted algae as a protein source in forage or starch-based ruminant diets</article-title>. <source>J Anim Sci</source>. (<year>2014</year>) <volume>92</volume>:<fpage>1331</fpage>&#x2013;<lpage>42</lpage>. doi: <pub-id pub-id-type="doi">10.2527/jas.2013-7027</pub-id>, PMID: <pub-id pub-id-type="pmid">24243898</pub-id></citation></ref>
<ref id="ref69"><label>69.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boeckaert</surname> <given-names>C</given-names></name> <name><surname>Vlaeminck</surname> <given-names>B</given-names></name> <name><surname>Dijkstra</surname> <given-names>J</given-names></name> <name><surname>Issa-Zacharia</surname> <given-names>A</given-names></name> <name><surname>Van Nespen</surname> <given-names>T</given-names></name> <name><surname>Van Straalen</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>Effect of dietary starch or micro algae supplementation on rumen fermentation and milk fatty acid composition of dairy cows</article-title>. <source>J Dairy Sci</source>. (<year>2008</year>) <volume>91</volume>:<fpage>4714</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2008-1178</pub-id>, PMID: <pub-id pub-id-type="pmid">19038948</pub-id></citation></ref>
<ref id="ref70"><label>70.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Machado</surname> <given-names>L</given-names></name> <name><surname>Magnusson</surname> <given-names>M</given-names></name> <name><surname>Paul</surname> <given-names>NA</given-names></name> <name><surname>de Nys</surname> <given-names>R</given-names></name> <name><surname>Tomkins</surname> <given-names>N</given-names></name></person-group>. <article-title>Effects of marine and freshwater macroalgae on in vitro total gas and methane production</article-title>. <source>PLoS One</source>. (<year>2014</year>) <volume>9</volume>:<fpage>e85289</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0085289</pub-id>, PMID: <pub-id pub-id-type="pmid">24465524</pub-id></citation></ref>
<ref id="ref71"><label>71.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll4">AOAC</collab></person-group> (<year>2005</year>). <article-title>Official methods of analysis of AOAC international</article-title>. 16th edn. <publisher-loc>Washington DC</publisher-loc>: <publisher-name>AOAC International</publisher-name>.</citation></ref>
</ref-list>
</back>
</article>