<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2022.1079056</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparison of <italic>in situ</italic> ruminal straw fiber degradation and bacterial community between buffalo and Holstein fed with high-roughage diet</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Pu</surname>
<given-names>Xuan Xuan</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/752367/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xiu Min</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/622588/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Qiu Shuang</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Rong</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Min</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Shi Zhe</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Bo</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/408066/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tan</surname>
<given-names>Bie</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/374786/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tan</surname>
<given-names>Zhi Liang</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/384657/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Min</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c002" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/326841/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Animal Science and Technology, University of Hunan Agricultural University</institution>, <addr-line>Changsha, Hunan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>CAS Key Laboratory for Agro-Ecological Processes in Subtropical Region, National Engineering Laboratory for Pollution Control and Waste Utilization in Livestock and Poultry Production, Institute of Subtropical Agriculture, The Chinese Academy of Sciences</institution>, <addr-line>Changsha, Hunan</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Animal Science and Technology, University of Guangxi</institution>, <addr-line>Nanning, Guangxi</addr-line>, <country>China</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Xiaobo Liu, Nanjing University of Science and Technology, China</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Huan Li, Lanzhou University, China; Fuhou Li, Lanzhou University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Zhi Liang Tan, <email>zltan@isa.ac.cn</email></corresp>
<corresp id="c002">Min Wang, <email>mwang@isa.ac.cn</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Microorganisms in Vertebrate Digestive Systems, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1079056</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Pu, Zhang, Li, Wang, Zhang, Zhang, Lin, Tan, Tan and Wang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Pu, Zhang, Li, Wang, Zhang, Zhang, Lin, Tan, Tan and Wang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Buffalo exhibits great efficiency in utilizing low-quality roughage, which can be due to the combined effect of host physiological feature and roughage diet fed. The present study was designed to compare the ruminal fiber degradation and the bacterial community attached to straws in buffalo and Holstein when fed with the same high-roughage diet using <italic>in situ</italic> ruminal incubation technique. Rice and wheat straws were selected as the incubation substrates and sampled at 0, 4, 12, 24, 48, 72, 120, and 216&#x2009;h of incubation time to measure the kinetics of dry matter (DM) and neutral detergent fiber (NDF) disappearance. Additional two bags were incubated and sampled at 4 and 48&#x2009;h of incubation time to evaluate the bacterial community attached to straws. The results showed that buffalo exhibited a greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) fraction of rapidly soluble and washout nutrients and effective ruminal disappearance for both DM and NDF of straw than Holstein, together with a greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) disappearance rate of potentially degradable nutrient fraction for NDF. Principal coordinate analysis indicated that both host and incubation time altered the bacterial communities attached to straws. Buffalo exhibited greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) 16S rRNA gene copies of bacteria and greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) relative abundance of <italic>Ruminococcus</italic> attached to straw than Holstein. Prolonging incubation time increased (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) the 16S rRNA gene copies of bacteria, and the relative abundance of phyla Proteobacteria and Fibrobacters by comparing 4 vs. 48&#x2009;h of incubation time. In summary, buffalo exhibits greater ruminal fiber degradation than Holstein through increasing bacterial population and enriching <italic>Ruminococcus</italic>, while prolonging incubation time facilitates fiber degradation through enriching phyla Proteobacteria and Fibrobacteres.</p>
</abstract>
<kwd-group>
<kwd>rumen ecosystem</kwd>
<kwd>straw fiber degradation</kwd>
<kwd>bacterial community</kwd>
<kwd><italic>in situ</italic></kwd>
<kwd>buffalo</kwd>
</kwd-group>
<contract-num rid="cn1">XDA26040203</contract-num>
<contract-num rid="cn2">31922080</contract-num>
<contract-num rid="cn2">32002204</contract-num>
<contract-num rid="cn3">2020NK2066</contract-num>
<contract-num rid="cn3">2022NK2021</contract-num>
<contract-num rid="cn4">2021RC2102</contract-num>
<contract-num rid="cn6">ISA2021203</contract-num>
<contract-sponsor id="cn1">Strategic Priority Research Program of the Chinese Academy of Sciences</contract-sponsor>
<contract-sponsor id="cn2">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<contract-sponsor id="cn3">Hunan Province Science and Technology Plan</contract-sponsor>
<contract-sponsor id="cn4">Science and Technology Innovation Program of Hunan Province</contract-sponsor>
<contract-sponsor id="cn5">China Agriculture Research System of MOF and MARA</contract-sponsor>
<contract-sponsor id="cn6">Open Fund of Key Laboratory of Agro-ecological Processes in Subtropical Region Chinese Academy of Sciences</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="2"/>
<ref-count count="45"/>
<page-count count="8"/>
<word-count count="6070"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Buffalo is considered to be the livestock with immersed value to be developed, providing economic value from meat, milk, leather production, and draft power for rice cultivation for thousands of years (<xref ref-type="bibr" rid="ref33">Tong et al., 2022</xref>). Buffalo usually lives in tropical and subtropical area zones that are characterized by elevated temperatures and low-quality roughage with high levels of structural carbohydrates, such as cereal straws, tree foliage, and brown sugar residues. Buffalo exhibits better adaptation to hot and humid tropics than other cattle for their greater resistance to heat, certain diseases, and pests. In addition, buffalo also have a greater ability to digest roughage, especially when the roughage is of low quality (<xref ref-type="bibr" rid="ref11">Hussain and Cheeke, 1996</xref>; <xref ref-type="bibr" rid="ref40">Xu et al., 2021</xref>).</p>
<p>The rumen is a fermentation ecosystem with strong fiber lysis, as it contains a wide microbial community of bacteria, protozoa, archaea, fungi, and bacteriophages that rapidly colonize and digest plant materials in a complex and coordinated manner (<xref ref-type="bibr" rid="ref30">Stevens and Hume, 1998</xref>; <xref ref-type="bibr" rid="ref16">Kamra, 2005</xref>; <xref ref-type="bibr" rid="ref23">Mizrahi et al., 2021</xref>). The end products of rumen fermentation are short-chain fatty acids and methane, which form a major metabolic fuel for host animals and contribute to anthropogenic greenhouse gases, respectively (<xref ref-type="bibr" rid="ref3">Beauchemin et al., 2020</xref>; <xref ref-type="bibr" rid="ref38">Wang et al., 2021</xref>, <xref ref-type="bibr" rid="ref37">2022</xref>). It has been widely reported that buffalo has a distinct rumen microbial community through enriching cellulolytic bacteria (<xref ref-type="bibr" rid="ref36">Wanapat et al., 2000</xref>; <xref ref-type="bibr" rid="ref5">Chanthakhoun et al., 2012</xref>), leading to greater fiber digestibility of roughage. However, the dynamics of fiber degradation in the rumen and the colonization of bacteria on the roughage were rarely studied together to explore the mechanism of difference in fiber degradation capacity between buffalo and other cattle. In addition, the unique microbial community in buffalo can be driven by both the host and diet (<xref ref-type="bibr" rid="ref9">Fernando et al., 2010</xref>; <xref ref-type="bibr" rid="ref10">Henderson et al., 2015</xref>; <xref ref-type="bibr" rid="ref17">Li et al., 2019</xref>). Few studies have been conducted to investigate the dynamic changes of fiber degradation and bacterial community in buffalo by comparing them with other cattle under the same high-roughage feeding strategy.</p>
<p>The nylon bag technique has been developed in the 1930s and widely employed to quantify the ruminal degradation of feed in ruminants. The nylon bag technique exhibits good repeatability without the influence of physiological conditions of host animals and begins to attract great interest to study associations between the kinetics of feed degradation and the bacterial community attached to the rumen microbial ecosystem (<xref ref-type="bibr" rid="ref6">Cheng et al., 2017</xref>; <xref ref-type="bibr" rid="ref44">Zhang et al., 2020</xref>). The present study was designed to employ this technique to investigate whether rumen bacteria of buffalo could exhibit a greater fiber digestibility of straw by comparing with Holstein when fed with the same high-roughage diet. We then measured the kinetics of DM and NDF disappearance of two straws (i.e., rice and wheat straw) through 216&#x2009;h of incubation (<xref ref-type="bibr" rid="ref44">Zhang et al., 2020</xref>) and explored the bacterial community attached to straw at 4 and 48&#x2009;h of incubation time through 16S rRNA gene amplicon sequences.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>The experiment was conducted in Guangxi Taiminxing Animal Husbandry Co. Ltd., Nanning, China. The experimental procedure was approved by the Animal Care Committee, Institute of Subtropical Agriculture, the Chinese Academy of Sciences, Changsha, China.</p>
<sec id="sec3">
<title>Animals</title>
<p>Three buffalo (218&#x2009;&#x00B1;&#x2009;13.11&#x2009;kg) and three Holstein (280.33&#x2009;&#x00B1;&#x2009;7.51&#x2009;kg) fitted with custom rumen cannula (101.3&#x2009;mm internal diameter) were randomly employed to conduct the <italic>in situ</italic> ruminal incubation experiment. All cattle were fed two times per day at 08:00 and 16:30 with a total mixed diet containing 20% of concentrate and 80% of the wheat straw mixture (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>) and had free access to fresh water. The rumen content was collected through a rumen cannula before morning feeding after a 30-day adaptation period of the diet and stored at &#x2212;80&#x00B0;C for microbial DNA extraction to analyze the bacterial community of each animal.</p>
</sec>
<sec id="sec4">
<title>Substrate preparation</title>
<p>Two substrates, including rice and wheat straw, were collected and ground to pass a 4-mm screen using a Wiley mill with a standard sieve (450&#x2009;&#x03BC;m porosity, Shaoxing Shangyu Shengchao Instrument Equipment Co., Ltd., Shaoxing, China). The chemical compositions of substrates are listed in <xref rid="tab1" ref-type="table">Table 1</xref>. For each animal, a total of 18 bags (10&#x2009;cm&#x2009;&#x00D7;&#x2009;20&#x2009;cm, 40&#x2009;&#x03BC;m porosity; Shanghai Yanjin Hardware Electromechanical Operation Department, Shanghai, China) containing 6.5&#x2009;g of each substrate were prepared with 16 bags used for kinetics of fiber disappearance and two bags used for changes in the bacterial community attached to straw particles.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Chemical composition of rice and wheat straw (g/kg DM).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Items</th>
<th align="center" valign="top" colspan="2">Straw</th>
</tr>
<tr>
<th align="center" valign="top">Wheat</th>
<th align="center" valign="top">Rice</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">OM</td>
<td align="center" valign="top">914</td>
<td align="center" valign="top">894</td>
</tr>
<tr>
<td align="left" valign="top">CP</td>
<td align="center" valign="top">30.3</td>
<td align="center" valign="top">62.3</td>
</tr>
<tr>
<td align="left" valign="top">NDF</td>
<td align="center" valign="top">756</td>
<td align="center" valign="top">704</td>
</tr>
<tr>
<td align="left" valign="top">ADF</td>
<td align="center" valign="top">458</td>
<td align="center" valign="top">374</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>OM, organic matter; CP, crude protein; NDF, neutral detergent fiber; ADF, acid detergent fiber.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec5">
<title><italic>In situ</italic> ruminal incubation and sampling</title>
<p>The bags were placed inside large mesh bags (40&#x2009;cm&#x2009;&#x00D7;&#x2009;40&#x2009;cm) with three compartments to prevent them from aggregating together and incubated in each animal for 0, 4, 12, 24, 48, 72, 120, and 216&#x2009;h in a staggered manner to ensure no more than three mesh bags in the rumen. Additional two bags were incubated for 4 and 48&#x2009;h to evaluate the bacterial community attached to straws. When the incubation was ended, nylon bags were removed from the rumen and put into ice water to terminate microbial disappearance. The bags were then washed, dried at 105&#x00B0;C, weighed, and stored until measuring fiber content.</p>
<p>Bags for bacterial community analysis were gently washed with phosphate-buffered saline (pH&#x2009;=&#x2009;7.4) to remove the ruminal contents and loosely adhered microbes from the outer surface of the bag. Then, the liquid in the bags was gently squeezed to extract the liquid which was then discarded. The residues were removed from the bags and transferred into 15-ml tubes, flash-frozen in liquid N<sub>2</sub>, frozen vacuum-dried, and stored at &#x2212;80&#x00B0;C until microbial DNA extraction.</p>
</sec>
<sec id="sec6">
<title>Chemical analysis</title>
<p>All samples of substrates were dried and ground to pass through a 4-mm sieve. The DM (method 945.15), organic matter (OM, method 942.05), and crude protein (CP, method 954.01) were measured according to <xref ref-type="bibr" rid="ref2">Association of Official Analytical Chemists (AOAC) (2005)</xref>. NDF was first analyzed by using a neutral detergent solution without the addition of sodium sulfite and &#x03B1;-amylase, and acid detergent fiber (ADF) was then analyzed using an acid detergent solution according to <xref ref-type="bibr" rid="ref35">Van Soest et al. (1991)</xref>.</p>
</sec>
<sec id="sec7">
<title>Microbial analysis</title>
<sec id="sec8">
<title>DNA extraction</title>
<p>About 0.50&#x2009;mL of ruminal fluid or 0.20&#x2009;g of frozen-dried samples from nylon bags was used to extract microbial DNA using a modified RBB&#x2009;+&#x2009;C methodology (<xref ref-type="bibr" rid="ref42">Yu and Morrison, 2004</xref>) with sand beating according to <xref ref-type="bibr" rid="ref21">Ma et al. (2020)</xref>. The quality of the DNA extracts was assessed using agarose gel (1%) electrophoresis. The concentrations of total DNA extracted were measured using an ND-2000 spectrophotometer (NanoDrop Technologies, Wilmington, DE) and then stored at &#x2212;80&#x00B0;C until further analyses.</p>
</sec>
<sec id="sec9">
<title>Quantitative real-time PCR analyses</title>
<p>The procedures of qPCR were followed by <xref ref-type="bibr" rid="ref15">Jiao et al. (2014)</xref> and <xref ref-type="bibr" rid="ref20">Ma et al. (2018)</xref>. Selected groups of microorganisms included bacteria, <italic>Fibrobacter succinogenes</italic>, <italic>Selenomonas ruminantium</italic>, <italic>Prevotella</italic> spp., and <italic>Ruminococcus amylophilus</italic> with primers (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). All samples were assayed in double. The PCR efficiency (E) for all the standard curves was calculated by the slope of the standard curve: E&#x2009;=&#x2009;10<sup>(&#x2212;slope)-1</sup>. Final absolute amounts of target groups or species were estimated by relating the C<sub>T</sub> value to the standard curves and expressed as log<sub>10</sub> copies/DM contents.</p>
</sec>
<sec id="sec10">
<title>16S rRNA sequencing and analysis</title>
<p>The amplicon sequencing and analyzing were performed at the MiSeq platform through Illumina sequencing at Shanghai Biozeron Biological Technology Co. Ltd. according to our previous study (<xref ref-type="bibr" rid="ref18">Li et al., 2022</xref>). Briefly, extracted purified DNA (10&#x2009;ng/&#x03BC;L) from each rumen sample was subjected to PCR amplification of the V3-V4 region of 16S rRNA gene using universal bacterial primers 341F: (5&#x2032;-CCTAYGGGRBGCASCAG-3&#x2032;) and 806R: (5&#x2032;-GGACTACNNGGGTATCTAAT-3&#x2032;) according to <xref ref-type="bibr" rid="ref43">Zakrzewski et al. (2012)</xref>. After PCR amplification, all amplicon libraries were sequenced, and the barcodes and sequencing primers were removed before data processing. The passed sequences were dereplicated and subjected to the DADA2 algorithm to identify indel mutations and substitutions, which resolves amplicon sequence errors to generate amplicon sequence variants (ASVs). The phylogenetic affiliation of each 16S rRNA gene sequence was analyzed by RDP Classifier<xref rid="fn0004" ref-type="fn"><sup>1</sup></xref> against the silva (SSU138) 16S rRNA database using a confidence threshold of 70% (<xref ref-type="bibr" rid="ref1">Amato et al., 2013</xref>; <xref ref-type="bibr" rid="ref4">Callahan et al., 2016</xref>). The rarefaction analysis based on Mothur v.1.21.1 (<xref ref-type="bibr" rid="ref27">Schloss et al., 2009</xref>) was conducted to reveal the alpha diversity, including Chao1, Shannon&#x2019;s diversity, number of observed ASV, and taxonomic abundance. Beta diversity was analyzed based on Bray&#x2013;Curtis similarity distances (<xref ref-type="bibr" rid="ref240">Bray and Curtis, 1957</xref>) and was performed using Mothur v 1.41.1 according to the instruction.</p>
</sec>
<sec id="sec11">
<title>Calculations and statistical analysis</title>
<p>The exponential model of <xref ref-type="bibr" rid="ref24">&#x00D8;rskov and McDonald (1979)</xref> was used to fit the kinetics of <italic>in situ</italic> ruminal nutrient disappearance:</p>
<disp-formula id="E1">
<mml:math id="M1">
<mml:mi>p</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>b</mml:mi>
<mml:mo>&#x00D7;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo>&#x00D7;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:math>
</disp-formula>
<p>where <italic>p</italic> is the nutrient disappearance at time <italic>t</italic> (g/kg); <italic>a</italic> is the fraction of rapidly soluble and washout nutrient (g/kg); <italic>b</italic> is the fraction of potentially degradable nutrient (g/kg); <italic>c</italic> is disappearance rate (%/h) of fraction <italic>b</italic>. Data were fitted using the Nonlinear Regression Analysis Program (NLREG, version 5.4).</p>
<p>The effective ruminal degradation (<italic>ED</italic>, g/kg) was calculated according to the equation described by <xref ref-type="bibr" rid="ref22">McDonald (1981)</xref> as follows:</p>
<disp-formula id="E2">
<mml:math id="M2">
<mml:mi>E</mml:mi>
<mml:mi>D</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>b</mml:mi>
<mml:mo>&#x00D7;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo stretchy="true">/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
</disp-formula>
<p>where <italic>k</italic> was the passage rate from the rumen (h<sup>&#x2212;1</sup>) and is set to 0.02&#x2009;h<sup>&#x2212;1</sup> and 0.06&#x2009;h<sup>&#x2212;1</sup> in the present study.</p>
<p>Data were analyzed using SPSS 26.0 software (Chicago, IL, United States). The first model for analyzing the disappearance of straws was a linear mixed model, which included animal types (<italic>n</italic>&#x2009;=&#x2009;2) and straws (<italic>n</italic>&#x2009;=&#x2009;2) as the fixed effect. When two sampling times were included, the second model included animal type (<italic>n</italic>&#x2009;=&#x2009;2) as a fixed effect, sampling time (<italic>n</italic>&#x2009;=&#x2009;2) as a repeated measurement, and animals as the random effect (<italic>n</italic>&#x2009;=&#x2009;3). The interaction effect was excluded from the analytic models for the lack of significant effect (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). Significance was considered when <italic>p</italic>&#x2009;&#x2264;&#x2009;0.05, and the tendency of significance was considered when 0.05&#x2009;&#x003C;&#x2009;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1.</p>
</sec>
</sec>
</sec>
<sec id="sec12" sec-type="results">
<title>Results</title>
<p>The rumen samples were first collected and analyzed through 16S rRNA sequencing technique to provide the ruminal bacterial composition of buffalo or Holstein fed with the same high-roughage diet. The main dominant ruminal phyla were Bacteroidetes, Firmicutes, and Proteobacteria, and the dominant genera were <italic>Prevotella</italic>, <italic>Paraprevotella</italic>, <italic>Stenotrophomonas,</italic> and <italic>Sphaerochaeta</italic> in both buffalo and Holstein (<xref rid="fig1" ref-type="fig">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Bacterial community in buffalo or Holstein rumen microbiome at phylum <bold>(A)</bold> and genus level <bold>(B)</bold>. Numbers 4, 5, and 6 represent the ear tags of buffalo, while numbers 9, 11, and 13 represent the ear tags of Holstein.</p>
</caption>
<graphic xlink:href="fmicb-13-1079056-g001.tif"/>
</fig>
<p>The nutrient degradation kinetics was investigated by the <italic>in situ</italic> ruminal incubation technique (<xref rid="tab2" ref-type="table">Table 2</xref>). Buffalo generally exhibited greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) <italic>a</italic>, <italic>ED<sub>2,</sub></italic> and <italic>ED<sub>6</sub></italic> for both DM and NDF disappearance, greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) <italic>c</italic> of NDF disappearance (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), and a tendency of greater <italic>c</italic> of DM disappearance (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1) of straw than Holstein. Furthermore, rice straw had greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) values of <italic>a</italic>&#x2009;+&#x2009;<italic>b</italic>, <italic>ED<sub>2</sub>,</italic> and <italic>ED<sub>6</sub></italic> and lower (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) values of <italic>a</italic> for DM and NDF disappearance than wheat straw. Both host and incubation time altered the 16S rRNA gene copies of bacteria (<xref rid="tab3" ref-type="table">Table 3</xref>). Buffalo had greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) 16S rRNA gene copies of bacteria attached to straw particles when compared with Holstein. The incubation time of 48&#x2009;h had greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.01) 16S rRNA gene copies of bacteria attached to straw particles than 4&#x2009;h. Wheat straw had greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) 16S rRNA gene copies of <italic>Fibrobacter succinogenes</italic> than rice straw.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Characteristics of DM and NDF disappearance of wheat and rice straws after 216&#x2009;h of <italic>in situ</italic> ruminal incubation time in buffalo and Holstein rumen.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Items<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></th>
<th align="center" valign="top" colspan="2">Cattle</th>
<th align="center" valign="top" colspan="2">Straw</th>
<th align="center" valign="top" rowspan="2">SEM</th>
<th align="center" valign="top" colspan="2">Value of <italic>p</italic></th>
</tr>
<tr>
<th align="center" valign="top">Holstein</th>
<th align="center" valign="top">Buffalo</th>
<th align="center" valign="top">Wheat</th>
<th align="center" valign="top">Rice</th>
<th align="center" valign="top">Cattle</th>
<th align="center" valign="top">Straw</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">DM</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><italic>a</italic></td>
<td align="center" valign="top">50.2</td>
<td align="center" valign="top">69.5</td>
<td align="center" valign="top">69.9</td>
<td align="center" valign="top">49.8</td>
<td align="char" valign="top" char=".">0.34</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.02</td>
</tr>
<tr>
<td align="left" valign="top"><italic>b</italic></td>
<td align="center" valign="top">644</td>
<td align="center" valign="top">632</td>
<td align="center" valign="top">597</td>
<td align="center" valign="top">679</td>
<td align="char" valign="top" char=".">1.00</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.40</td>
</tr>
<tr>
<td align="left" valign="top"><italic>c</italic></td>
<td align="center" valign="top">1.90</td>
<td align="center" valign="top">2.30</td>
<td align="center" valign="top">2.00</td>
<td align="center" valign="top">2.20</td>
<td align="char" valign="top" char=".">0.001</td>
<td align="char" valign="top" char=".">0.07</td>
<td align="char" valign="top" char=".">0.09</td>
</tr>
<tr>
<td align="left" valign="top"><italic>a</italic>&#x2009;+&#x2009;<italic>b</italic></td>
<td align="center" valign="top">694</td>
<td align="center" valign="top">701</td>
<td align="center" valign="top">667</td>
<td align="center" valign="top">728</td>
<td align="char" valign="top" char=".">0.88</td>
<td align="char" valign="top" char=".">0.56</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top">ED<sub>2</sub></td>
<td align="center" valign="top">361</td>
<td align="center" valign="top">408</td>
<td align="center" valign="top">366</td>
<td align="center" valign="top">404</td>
<td align="char" valign="top" char=".">0.63</td>
<td align="char" valign="top" char=".">0.02</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top">ED<sub>6</sub></td>
<td align="center" valign="top">204</td>
<td align="center" valign="top">245</td>
<td align="center" valign="top">218</td>
<td align="center" valign="top">231</td>
<td align="char" valign="top" char=".">0.69</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.02</td>
</tr>
<tr>
<td align="left" valign="top">NDF</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><italic>a</italic></td>
<td align="center" valign="top">73.6</td>
<td align="center" valign="top">90.1</td>
<td align="center" valign="top">90.6</td>
<td align="center" valign="top">73.1</td>
<td align="char" valign="top" char=".">0.18</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top"><italic>b</italic></td>
<td align="center" valign="top">617</td>
<td align="center" valign="top">617</td>
<td align="center" valign="top">572</td>
<td align="center" valign="top">663</td>
<td align="char" valign="top" char=".">0.72</td>
<td align="char" valign="top" char=".">0.99</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top"><italic>c</italic></td>
<td align="center" valign="top">1.93</td>
<td align="center" valign="top">2.27</td>
<td align="center" valign="top">2.02</td>
<td align="center" valign="top">2.18</td>
<td align="char" valign="top" char=".">0.10</td>
<td align="char" valign="top" char=".">0.03</td>
<td align="char" valign="top" char=".">0.23</td>
</tr>
<tr>
<td align="left" valign="top"><italic>a</italic>&#x2009;+&#x2009;<italic>b</italic></td>
<td align="center" valign="top">691</td>
<td align="center" valign="top">708</td>
<td align="center" valign="top">662</td>
<td align="center" valign="top">736</td>
<td align="char" valign="top" char=".">0.76</td>
<td align="char" valign="top" char=".">0.15</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top">ED<sub>2</sub></td>
<td align="center" valign="top">377</td>
<td align="center" valign="top">417</td>
<td align="center" valign="top">375</td>
<td align="center" valign="top">419</td>
<td align="char" valign="top" char=".">0.43</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top">ED<sub>6</sub></td>
<td align="center" valign="top">224</td>
<td align="center" valign="top">259</td>
<td align="center" valign="top">233</td>
<td align="center" valign="top">250</td>
<td align="char" valign="top" char=".">0.48</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p><italic>a</italic>, the intercept of the disappearance curve at 0&#x2009;h representing the very rapidly degradable and washout fraction of nutrients (g/kg); <italic>b</italic>, the potential degradation of nutrients representing the more slowly degraded component (g/kg); <italic>c</italic>, the rate constant for the degradation of b (10<sup>&#x2212;2</sup>/h); ED<sub>2</sub> and ED<sub>6</sub>: effective ruminal degradation of nutrient with ruminal passage rate set at 0.02&#x2009;h<sup>&#x2212;1</sup> and 0.06&#x2009;h<sup>&#x2212;1</sup>, respectively.</p>
</fn>
<p>DM, dry matter; NDF, neutral detergent fiber; SEM, standard error of mean.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Selected microbial groups (log<sub>10</sub> gene copies per g rumen content) attached to rice and wheat straws at 4 and 48&#x2009;h of <italic>in situ</italic> incubation time in buffalo and Holstein rumen.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Items</th>
<th align="center" valign="top" colspan="2">Cattle</th>
<th align="center" valign="top" colspan="2">Time (h)</th>
<th align="center" valign="top" colspan="2">Straw</th>
<th align="center" valign="top" rowspan="2">SEM</th>
<th align="center" valign="top" colspan="3">Value of <italic>p</italic></th>
</tr>
<tr>
<th align="center" valign="top">Holstein</th>
<th align="center" valign="top">Buffalo</th>
<th align="center" valign="top">4</th>
<th align="center" valign="top">48</th>
<th align="center" valign="top">Wheat</th>
<th align="center" valign="top">Rice</th>
<th align="center" valign="top">Cattle</th>
<th align="center" valign="top">Time</th>
<th align="center" valign="top">Straw</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Bacteria</td>
<td align="char" valign="top" char=".">12.3</td>
<td align="char" valign="top" char=".">12.6</td>
<td align="char" valign="top" char=".">12.3</td>
<td align="char" valign="top" char=".">12.7</td>
<td align="char" valign="top" char=".">12.6</td>
<td align="char" valign="top" char=".">12.4</td>
<td align="char" valign="top" char=".">0.17</td>
<td align="char" valign="top" char=".">0.03</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.08</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Fibrobacter succinogenes</italic></td>
<td align="char" valign="top" char=".">9.54</td>
<td align="char" valign="top" char=".">9.92</td>
<td align="char" valign="top" char=".">9.73</td>
<td align="char" valign="top" char=".">9.73</td>
<td align="char" valign="top" char=".">10.3</td>
<td align="char" valign="top" char=".">9.20</td>
<td align="char" valign="top" char=".">0.37</td>
<td align="char" valign="top" char=".">0.17</td>
<td align="char" valign="top" char=".">0.99</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Selenomonas ruminantium</italic></td>
<td align="char" valign="top" char=".">6.91</td>
<td align="char" valign="top" char=".">6.90</td>
<td align="char" valign="top" char=".">6.88</td>
<td align="char" valign="top" char=".">6.93</td>
<td align="char" valign="top" char=".">6.90</td>
<td align="char" valign="top" char=".">6.92</td>
<td align="char" valign="top" char=".">0.12</td>
<td align="char" valign="top" char=".">0.92</td>
<td align="char" valign="top" char=".">0.32</td>
<td align="char" valign="top" char=".">0.73</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Prevotella</italic> spp.</td>
<td align="char" valign="top" char=".">11.4</td>
<td align="char" valign="top" char=".">11.7</td>
<td align="char" valign="top" char=".">11.5</td>
<td align="char" valign="top" char=".">11.6</td>
<td align="char" valign="top" char=".">11.6</td>
<td align="char" valign="top" char=".">11.5</td>
<td align="char" valign="top" char=".">0.14</td>
<td align="char" valign="top" char=".">0.15</td>
<td align="char" valign="top" char=".">0.94</td>
<td align="char" valign="top" char=".">0.10</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Ruminococcus amylophilus</italic></td>
<td align="char" valign="top" char=".">8.73</td>
<td align="char" valign="top" char=".">8.75</td>
<td align="char" valign="top" char=".">8.89</td>
<td align="char" valign="top" char=".">8.59</td>
<td align="char" valign="top" char=".">8.66</td>
<td align="char" valign="top" char=".">8.83</td>
<td align="char" valign="top" char=".">0.24</td>
<td align="char" valign="top" char=".">0.91</td>
<td align="char" valign="top" char=".">0.10</td>
<td align="char" valign="top" char=".">0.33</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SEM, standard error of mean.</p>
</table-wrap-foot>
</table-wrap>
<p>The compositions of the bacteria community attached to the straw were also analyzed by 16S rRNA sequencing technique (<xref rid="tab4" ref-type="table">Table 4</xref>). Although the host animal did not alter (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) the observed ASV, Chao 1 value, or Shannon index, it altered (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.01) the bacterial community attached to the straw particles (<xref rid="fig2" ref-type="fig">Figure 2</xref>). Buffalo exhibited a greater relative abundance of <italic>Ruminococcus</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), <italic>Roseimarinu</italic>s (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), and <italic>Lawsonibacter</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), a tendency of greater <italic>Papillibacter</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1), <italic>Enterocloster</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1), and <italic>Sodaliphilus</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1), and a tendency of lower relative abundance of <italic>Schaedlerella</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1) and <italic>Treponema</italic> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.1) attached to straw particles, when compared with Holstein. Prolonging incubation time increased the Shannon index (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) and altered (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.01) the bacterial community attached to straw particles. Greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) relative abundance of phyla Proteobacteria and Fibrobacters, and <italic>Papillibacter</italic>, <italic>Monoglobus</italic>, <italic>Roseimarinus</italic>, <italic>Sodaliphilus</italic>, <italic>Stenotrophomonas,</italic> and <italic>Treponema</italic> attached to straw particles was observed at 48&#x2009;h of incubation time and with lower (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) phyla Bacteroidetes, and <italic>Ruminococcus</italic>, <italic>Lawsonibacter</italic>, <italic>Paraprevotella,</italic> and <italic>Mucilaginibacter</italic> than 4&#x2009;h of incubation time. Wheat straw exhibited a greater (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) relative abundance of phyla Fibrobacters and <italic>Papillibacter</italic> and a lower (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) relative abundance of <italic>Enterocloster</italic> than rice straw.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Relative abundance (%) of bacterial community attached to rice and wheat straws at 4 and 48&#x2009;h of <italic>in situ</italic> incubation time in buffalo and Holstein rumen.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Items</th>
<th align="center" valign="top" colspan="2">Cattle</th>
<th align="center" valign="top" colspan="2">Time (h)</th>
<th align="center" valign="top" colspan="2">Straw</th>
<th align="center" valign="top" rowspan="2">SEM</th>
<th align="center" valign="top" colspan="3">Value of <italic>p</italic></th>
</tr>
<tr>
<th align="center" valign="top">Holstein</th>
<th align="center" valign="top">Buffalo</th>
<th align="center" valign="top">4</th>
<th align="center" valign="top">48</th>
<th align="center" valign="top">Wheat</th>
<th align="center" valign="top">Rice</th>
<th align="center" valign="top">Cattle</th>
<th align="left" valign="top">Time</th>
<th align="center" valign="top">Straw</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Observed ASV</td>
<td align="center" valign="top">565</td>
<td align="center" valign="top">589</td>
<td align="center" valign="top">563</td>
<td align="center" valign="top">591</td>
<td align="center" valign="top">596</td>
<td align="center" valign="top">558</td>
<td align="char" valign="top" char=".">46.4</td>
<td align="char" valign="top" char=".">0.53</td>
<td align="char" valign="top" char=".">0.40</td>
<td align="char" valign="top" char=".">0.26</td>
</tr>
<tr>
<td align="left" valign="top">Chao 1</td>
<td align="center" valign="top">567</td>
<td align="center" valign="top">594</td>
<td align="center" valign="top">567</td>
<td align="center" valign="top">594</td>
<td align="center" valign="top">601</td>
<td align="center" valign="top">560</td>
<td align="char" valign="top" char=".">48.2</td>
<td align="char" valign="top" char=".">0.51</td>
<td align="char" valign="top" char=".">0.43</td>
<td align="char" valign="top" char=".">0.25</td>
</tr>
<tr>
<td align="left" valign="top">Shannon index</td>
<td align="center" valign="top">7.70</td>
<td align="center" valign="top">7.80</td>
<td align="center" valign="top">7.66</td>
<td align="center" valign="top">7.83</td>
<td align="center" valign="top">7.79</td>
<td align="center" valign="top">7.71</td>
<td align="char" valign="top" char=".">0.09</td>
<td align="char" valign="top" char=".">0.39</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.14</td>
</tr>
<tr>
<td align="left" valign="top">phyla Firmicutes</td>
<td align="center" valign="top">43.3</td>
<td align="center" valign="top">44.6</td>
<td align="center" valign="top">43.6</td>
<td align="center" valign="top">44.2</td>
<td align="center" valign="top">43.9</td>
<td align="center" valign="top">43.9</td>
<td align="char" valign="top" char=".">3.59</td>
<td align="char" valign="top" char=".">0.69</td>
<td align="char" valign="top" char=".">0.99</td>
<td align="char" valign="top" char=".">0.78</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Sedimentibacter</italic></td>
<td align="center" valign="top">8.91</td>
<td align="center" valign="top">4.84</td>
<td align="center" valign="top">7.30</td>
<td align="center" valign="top">6.45</td>
<td align="center" valign="top">6.85</td>
<td align="center" valign="top">6.89</td>
<td align="char" valign="top" char=".">2.17</td>
<td align="char" valign="top" char=".">0.18</td>
<td align="char" valign="top" char=".">0.43</td>
<td align="char" valign="top" char=".">0.97</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Ruminococcus</italic></td>
<td align="center" valign="top">2.63</td>
<td align="center" valign="top">4.92</td>
<td align="center" valign="top">4.52</td>
<td align="center" valign="top">3.03</td>
<td align="center" valign="top">3.51</td>
<td align="center" valign="top">4.04</td>
<td align="char" valign="top" char=".">0.69</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.28</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Papillibacter</italic></td>
<td align="center" valign="top">1.87</td>
<td align="center" valign="top">2.77</td>
<td align="center" valign="top">1.32</td>
<td align="center" valign="top">3.32</td>
<td align="center" valign="top">2.68</td>
<td align="center" valign="top">1.96</td>
<td align="char" valign="top" char=".">0.45</td>
<td align="char" valign="top" char=".">0.06</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.04</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Lawsonibacter</italic></td>
<td align="center" valign="top">1.34</td>
<td align="center" valign="top">1.77</td>
<td align="center" valign="top">1.84</td>
<td align="center" valign="top">1.27</td>
<td align="center" valign="top">1.50</td>
<td align="center" valign="top">1.61</td>
<td align="char" valign="top" char=".">0.22</td>
<td align="char" valign="top" char=".">0.05</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.47</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Enterocloster</italic></td>
<td align="center" valign="top">0.61</td>
<td align="center" valign="top">1.72</td>
<td align="center" valign="top">1.23</td>
<td align="center" valign="top">1.10</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">1.34</td>
<td align="char" valign="top" char=".">0.42</td>
<td align="char" valign="top" char=".">0.08</td>
<td align="char" valign="top" char=".">0.32</td>
<td align="char" valign="top" char=".">0.02</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Desulfofarcimen</italic></td>
<td align="center" valign="top">1.29</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">1.12</td>
<td align="center" valign="top">1.03</td>
<td align="center" valign="top">1.09</td>
<td align="center" valign="top">1.06</td>
<td align="char" valign="top" char=".">0.27</td>
<td align="char" valign="top" char=".">0.22</td>
<td align="char" valign="top" char=".">0.51</td>
<td align="char" valign="top" char=".">0.87</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Monoglobus</italic></td>
<td align="center" valign="top">0.64</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">0.54</td>
<td align="center" valign="top">0.95</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">0.64</td>
<td align="char" valign="top" char=".">0.16</td>
<td align="char" valign="top" char=".">0.19</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.06</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Schaedlerella</italic></td>
<td align="center" valign="top">1.36</td>
<td align="center" valign="top">0.79</td>
<td align="center" valign="top">1.13</td>
<td align="center" valign="top">1.02</td>
<td align="center" valign="top">0.96</td>
<td align="center" valign="top">1.19</td>
<td align="char" valign="top" char=".">0.31</td>
<td align="char" valign="top" char=".">0.08</td>
<td align="char" valign="top" char=".">0.62</td>
<td align="char" valign="top" char=".">0.30</td>
</tr>
<tr>
<td align="left" valign="top">phyla Bacteroidetes</td>
<td align="center" valign="top">33.3</td>
<td align="center" valign="top">31.5</td>
<td align="center" valign="top">36.9</td>
<td align="center" valign="top">28.0</td>
<td align="center" valign="top">32.8</td>
<td align="center" valign="top">32.0</td>
<td align="char" valign="top" char=".">3.87</td>
<td align="char" valign="top" char=".">0.52</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.76</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Prevotella</italic></td>
<td align="center" valign="top">18.3</td>
<td align="center" valign="top">16.3</td>
<td align="center" valign="top">20.5</td>
<td align="center" valign="top">14.1</td>
<td align="center" valign="top">17.7</td>
<td align="center" valign="top">17.0</td>
<td align="char" valign="top" char=".">4.38</td>
<td align="char" valign="top" char=".">0.59</td>
<td align="char" valign="top" char=".">0.05</td>
<td align="char" valign="top" char=".">0.83</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Paraprevotella</italic></td>
<td align="center" valign="top">5.74</td>
<td align="center" valign="top">4.24</td>
<td align="center" valign="top">6.47</td>
<td align="center" valign="top">3.51</td>
<td align="center" valign="top">4.91</td>
<td align="center" valign="top">5.07</td>
<td align="char" valign="top" char=".">0.90</td>
<td align="char" valign="top" char=".">0.20</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.74</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Roseimarinus</italic></td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">1.12</td>
<td align="center" valign="top">0.34</td>
<td align="center" valign="top">1.22</td>
<td align="center" valign="top">0.69</td>
<td align="center" valign="top">0.87</td>
<td align="char" valign="top" char=".">0.24</td>
<td align="char" valign="top" char=".">0.04</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.23</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Sodaliphilus</italic></td>
<td align="center" valign="top">0.91</td>
<td align="center" valign="top">2.62</td>
<td align="center" valign="top">0.87</td>
<td align="center" valign="top">2.65</td>
<td align="center" valign="top">1.72</td>
<td align="center" valign="top">1.80</td>
<td align="char" valign="top" char=".">0.84</td>
<td align="char" valign="top" char=".">0.08</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.89</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Mucilaginibacter</italic></td>
<td align="center" valign="top">0.82</td>
<td align="center" valign="top">1.57</td>
<td align="center" valign="top">1.59</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">1.15</td>
<td align="center" valign="top">1.25</td>
<td align="char" valign="top" char=".">0.38</td>
<td align="char" valign="top" char=".">0.14</td>
<td align="char" valign="top" char=".">0.01</td>
<td align="char" valign="top" char=".">0.64</td>
</tr>
<tr>
<td align="left" valign="top">phyla Proteobacteria</td>
<td align="center" valign="top">14.2</td>
<td align="center" valign="top">15.0</td>
<td align="center" valign="top">11.4</td>
<td align="center" valign="top">17.8</td>
<td align="center" valign="top">13.6</td>
<td align="center" valign="top">15.6</td>
<td align="char" valign="top" char=".">2.52</td>
<td align="char" valign="top" char=".">0.80</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.15</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Stenotrophomonas</italic></td>
<td align="center" valign="top">7.64</td>
<td align="center" valign="top">9.22</td>
<td align="center" valign="top">5.39</td>
<td align="center" valign="top">11.5</td>
<td align="center" valign="top">7.53</td>
<td align="center" valign="top">9.34</td>
<td align="char" valign="top" char=".">2.01</td>
<td align="char" valign="top" char=".">0.45</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.17</td>
</tr>
<tr>
<td align="left" valign="top">phyla Fibrobacters</td>
<td align="center" valign="top">1.47</td>
<td align="center" valign="top">1.23</td>
<td align="center" valign="top">0.47</td>
<td align="center" valign="top">2.23</td>
<td align="center" valign="top">1.88</td>
<td align="center" valign="top">0.82</td>
<td align="char" valign="top" char=".">0.36</td>
<td align="char" valign="top" char=".">0.43</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="top">phyla Spirochaetes</td>
<td align="center" valign="top">1.26</td>
<td align="center" valign="top">0.71</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">1.23</td>
<td align="center" valign="top">1.22</td>
<td align="center" valign="top">0.75</td>
<td align="char" valign="top" char=".">0.39</td>
<td align="char" valign="top" char=".">0.07</td>
<td align="char" valign="top" char=".">0.10</td>
<td align="char" valign="top" char=".">0.11</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Treponema</italic></td>
<td align="center" valign="top">1.06</td>
<td align="center" valign="top">0.58</td>
<td align="center" valign="top">0.49</td>
<td align="center" valign="top">1.15</td>
<td align="center" valign="top">1.06</td>
<td align="center" valign="top">0.59</td>
<td align="char" valign="top" char=".">0.34</td>
<td align="char" valign="top" char=".">0.06</td>
<td align="char" valign="top" char=".">&#x003C;0.01</td>
<td align="char" valign="top" char=".">0.07</td>
</tr>
<tr>
<td align="left" valign="top">Others</td>
<td align="center" valign="top">6.47</td>
<td align="center" valign="top">7.17</td>
<td align="center" valign="top">6.58</td>
<td align="center" valign="top">7.06</td>
<td align="center" valign="top">6.90</td>
<td align="center" valign="top">6.74</td>
<td align="char" valign="top" char=".">0.74</td>
<td align="char" valign="top" char=".">0.20</td>
<td align="char" valign="top" char=".">0.38</td>
<td align="char" valign="top" char=".">0.77</td>
</tr>
<tr>
<td align="left" valign="top"><italic>others</italic></td>
<td align="center" valign="top">45.6</td>
<td align="center" valign="top">44.5</td>
<td align="center" valign="top">44.0</td>
<td align="center" valign="top">46.1</td>
<td align="center" valign="top">45.9</td>
<td align="center" valign="top">44.2</td>
<td align="char" valign="top" char=".">3.03</td>
<td align="char" valign="top" char=".">0.70</td>
<td align="char" valign="top" char=".">0.31</td>
<td align="char" valign="top" char=".">0.41</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The genera with a relative abundance of &#x003C;1% were grouped into &#x201C;others&#x201D;. SEM, standard error of mean.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Principal coordinate analysis of bacterial community attached to rice and wheat straws at 4 and 48&#x2009;h of <italic>in situ</italic> incubation time in buffalo and Holstein rumen. PERMANOVA, permutational multivariate analysis of variance.</p>
</caption>
<graphic xlink:href="fmicb-13-1079056-g002.tif"/>
</fig>
</sec>
<sec id="sec13" sec-type="discussions">
<title>Discussion</title>
<p>The rumen microbial ecosystem contains abundant bacteria capable of digesting complex polysaccharides like cellulose, semi-cellulose, and lignin through microbial-mediated fermentation, which is critical to harvesting energy from feed for host animals (<xref ref-type="bibr" rid="ref23">Mizrahi et al., 2021</xref>). The core bacteria, including phyla Firmicutes and Bacteroidetes, <italic>Prevotella</italic>, <italic>Butyrivibrio</italic>, <italic>Ruminococcus</italic>, unclassified <italic>Lachnospiraceae</italic>, <italic>Ruminococcaceae</italic>, <italic>Bacteroidales</italic>, and <italic>Clostridiales</italic>, comprise the majority of all bacterial sequence in the rumen ecosystem despite host range, diets, and feeding strategies (<xref ref-type="bibr" rid="ref10">Henderson et al., 2015</xref>; <xref ref-type="bibr" rid="ref39">Weimer, 2015</xref>). We also found that phyla Bacteroidetes, Firmicutes, and Proteobacteria, and <italic>Prevotella</italic>, <italic>Paraprevotella</italic>, <italic>Stenotrophomonas,</italic> and <italic>Sphaerochaeta</italic> were the dominant bacteria in both buffalo and Holstein.</p>
<p>Buffalo exhibited greater <italic>in situ</italic> ruminal degradation of straw than Holstein, as indicated by greater <italic>a</italic> and <italic>ED</italic> of DM and NDF, together with greater <italic>c</italic> of fraction <italic>b</italic> in our study. <xref ref-type="bibr" rid="ref40">Xu et al. (2021)</xref> reported that buffalo exhibit greater <italic>in situ</italic> ruminal fiber degradation of rice straw than other cattle. <italic>In vitro</italic> ruminal batch culture indicates that inoculating rumen fluid from buffalo has greater NDF and ADF degradation of steam-treated sugarcane than that from Holstein cattle (<xref ref-type="bibr" rid="ref13">Jabari et al., 2014</xref>). <italic>In vivo</italic> trial also indicates that buffalo exhibits greater nutrient digestibility than Hereford with a ryegrass straw diet (<xref ref-type="bibr" rid="ref11">Hussain and Cheeke, 1996</xref>). Such enhanced fiber degradation in the buffalo rumen microbial ecosystem can be due to the enrichment of functional distinct microorganisms and enzymes involved in lignocellulose degradation (<xref ref-type="bibr" rid="ref29">Singh et al., 2014</xref>; <xref ref-type="bibr" rid="ref46">Zhang et al., 2017</xref>).</p>
<p>We then investigated the bacterial community attached to straws at the 4 and 48&#x2009;h of incubation time using the 16S rRNA amplicon sequencing technique. Buffalo had a distinct bacterial community attached to straw particles as compared to Holstein, with greater 16S rRNA gene copies of bacteria and a relative abundance of <italic>Ruminococcus</italic>. <italic>Ruminococcus</italic> is one of the most predominant polysaccharides degraders, produces a set of cellulolytic enzymes like endoglucanases, exoglucanases, glucosidases, and hemicellulases (<xref ref-type="bibr" rid="ref29">Singh et al., 2014</xref>), and plays important roles in the degradation of polysaccharides (<xref ref-type="bibr" rid="ref7">Dai et al., 2015</xref>). Such a greater relative abundance of <italic>Ruminococcus</italic> could contribute to the greater <italic>in situ</italic> fiber degradation in buffalo.</p>
<p>Ruminal fiber degradation and the bacterial community attached can also be affected by the straws incubated. The rice straw had greater <italic>b</italic> and <italic>ED</italic> of DM and NDF than wheat straw, which could be caused by its lower fiber content. These results were in agreement with previous studies, which report a negative relationship between ruminal degradation and fiber content (<xref ref-type="bibr" rid="ref34">Trujillo et al., 2010</xref>; <xref ref-type="bibr" rid="ref41">Yari et al., 2012</xref>). Forage types can alter the microbial composition and community attached, resulting in different ruminal degradation of forages. <xref ref-type="bibr" rid="ref19">Liu et al. (2016)</xref> reported that incubation of rice straw and alfalfa hay exhibited distinct bacterial community structures, with a greater abundance of phyla Fibrobacter, Treponema, and unclassified Bacteroidales attached to rice straw. However, this was not the case in the current study. We found that the bacterial community attached to wheat straw showed an indistinct separation by comparing with that attached to rice straw and exhibited a greater abundance of phyla Fibrobacters and 16S rRNA gene copies of <italic>Fibrobacter succinogenes</italic>. Both <italic>Fibrobacter succinogenes</italic> and phyla Fibrobacters are the main cellulose-degrading bacteria that play a critical role in degrading fiber (<xref ref-type="bibr" rid="ref26">Ransom-Jones et al., 2012</xref>). Enrichment of cellulose-degrading bacteria did not cause an increase in ruminal fiber degradation of wheat straw in our study, which needs further investigation.</p>
<p>Ruminal carbohydrate degradation in the rumen occurs through a consortium of microbes that function together in a synergistic manner, and the changes in microbial community colonization with prolonged incubation time could be associated with the change in forage composition and the function of microorganisms (<xref ref-type="bibr" rid="ref25">Piao et al., 2014</xref>; <xref ref-type="bibr" rid="ref12">Huws et al., 2016</xref>; <xref ref-type="bibr" rid="ref6">Cheng et al., 2017</xref>; <xref ref-type="bibr" rid="ref44">Zhang et al., 2020</xref>). In our study, the 4-h incubation time had a greater abundance of phyla Bacteroidetes and <italic>Prevotella</italic> attached to the straw. Both phyla Bacteroidetes and <italic>Prevotella</italic> own the function of mobilizing easily accessible nutrients like soluble sugar and protein and can be more likely to colonize at the early stage of fermentation. <xref ref-type="bibr" rid="ref44">Zhang et al. (2020)</xref> also found that the 4-h incubation time exhibits a greater abundance of phyla Bacteroidetes. Prolonging incubation time could alter the bacterial community through the increasing abundance of phyla Firmicutes and Fibrobacteres attached to straw particles (<xref ref-type="bibr" rid="ref19">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="ref45">Zhang et al., 2020</xref>). Taxa within the phyla Firmicutes and Fibrobacteres are known to degrade the more recalcitrant polysaccharides of the plant cell wall (<xref ref-type="bibr" rid="ref28">Sha et al., 2020</xref>). The 48-h incubation time had a greater abundance of phyla Proteobacteria and Fibrobacteres attached to the straw, which was consistent with greater fiber degradation at the later fermentation stage. It seems that prolonging incubation time promotes straw fiber degradation by enriching bacteria, and phyla Proteobacteria and Fibrobacteres colonization in straw.</p>
</sec>
<sec id="sec14" sec-type="conclusions">
<title>Conclusion</title>
<p>Buffalo exhibit greater <italic>in situ</italic> disappearance and effective ruminal degradation of straw fiber than Holstein, which is accompanied by the distinct bacterial community attached to straw with an increased bacteria population and relative abundance of Ruminococcus. Prolonging incubation time enriches phyla Proteobacteria and Fibrobacteres, leading to enhanced fiber degradation at the late stage of incubation, indicating that incubation time also alters the bacterial community attached to the straw.</p>
</sec>
<sec id="sec15" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/</ext-link>, bioproject/PRJNA893085.</p>
</sec>
<sec id="sec16">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by Animal Care Committee, Institute of Subtropical Agriculture, the Chinese Academy of Sciences, Changsha, China.</p>
</sec>
<sec id="sec17">
<title>Author contributions</title>
<p>XP and MW conceived this study. MW, ZT, BL, and BT managed the project. XP and MZ conducted this experiment. XP, XZ, QL, RW, and SZ carried out the statistical analysis. XP wrote this manuscript. MW and ZT critically reviewed the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec18" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Strategic Priority Research Program of the Chinese Academy of Sciences (grant no. XDA26040203), the National Natural Science Foundation of China (grant nos. 31922080, 32002204 and 32161143028), the Hunan Province Science and Technology Plan (2020NK2066 and 2022NK2021), the Science and Technology Innovation Program of Hunan Province (2021RC2102), the China Agriculture Research System (CARS-35), and the Open Fund of Key Laboratory of Agro-ecological Processes in Subtropical Region Chinese Academy of Sciences (grant no. ISA2021203).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="sec20" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2022.1079056/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2022.1079056/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amato</surname> <given-names>K. R.</given-names></name> <name><surname>Yeoman</surname> <given-names>C. J.</given-names></name> <name><surname>Kent</surname> <given-names>A.</given-names></name> <name><surname>Righini</surname> <given-names>N.</given-names></name> <name><surname>Carbonero</surname> <given-names>F.</given-names></name> <name><surname>Estrada</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Habitat degradation impacts black howler monkey (<italic>Alouatta pigra</italic>) gastrointestinal microbiomes</article-title>. <source>ISME J.</source> <volume>7</volume>, <fpage>1344</fpage>&#x2013;<lpage>1353</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ismej.2013.16</pub-id>, PMID: <pub-id pub-id-type="pmid">23486247</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll1">Association of Official Analytical Chemists (AOAC)</collab></person-group> (<year>2005</year>). <source>Official Methods of Analysis</source>, <edition>18th</edition>. <publisher-name>AOAC International</publisher-name>, <publisher-loc>Gaithersburg, MD</publisher-loc>.</citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beauchemin</surname> <given-names>K. A.</given-names></name> <name><surname>Ungerfeld</surname> <given-names>E. M.</given-names></name> <name><surname>Eckard</surname> <given-names>R. J.</given-names></name> <name><surname>Wang</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Review: fifty years of research on rumen methanogenesis: lessons learned and future challenges for mitigation</article-title>. <source>Animal</source> <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="ref240"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bray</surname> <given-names>J. R.</given-names></name> <name><surname>Curtis</surname> <given-names>J. T.</given-names></name></person-group> (<year>1957</year>). <article-title>An Ordination of Upland Forest Communities of Southern Wisconsin</article-title>. <source>Ecol. Monogr.</source> <volume>27</volume>, <fpage>325</fpage>&#x2013;<lpage>349</lpage>. doi: <pub-id pub-id-type="doi">10.2307/1942268</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Callahan</surname> <given-names>B. J.</given-names></name> <name><surname>McMurdie</surname> <given-names>P. J.</given-names></name> <name><surname>Rosen</surname> <given-names>M. J.</given-names></name> <name><surname>Han</surname> <given-names>A. W.</given-names></name> <name><surname>Johnson</surname> <given-names>A. J.</given-names></name> <name><surname>Holmes</surname> <given-names>S. P.</given-names></name></person-group> (<year>2016</year>). <article-title>DADA2: high-resolution sample inference from Illumina amplicon data</article-title>. <source>Nat. Methods</source> <volume>13</volume>, <fpage>581</fpage>&#x2013;<lpage>583</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmeth.3869</pub-id>, PMID: <pub-id pub-id-type="pmid">27214047</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chanthakhoun</surname> <given-names>V.</given-names></name> <name><surname>Wanapat</surname> <given-names>M.</given-names></name> <name><surname>Kongmun</surname> <given-names>P.</given-names></name> <name><surname>Cherdthong</surname> <given-names>A.</given-names></name></person-group> (<year>2012</year>). <article-title>Comparison of ruminal fermentation characteristics and microbial population in swamp buffalo and cattle</article-title>. <source>Livest. Sci.</source> <volume>143</volume>, <fpage>172</fpage>&#x2013;<lpage>176</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.livsci.2011.09.009</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>T.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Progressive colonization of bacteria and disappearance of rice straw in the rumen by Illumina sequencing</article-title>. <source>Front. Microbiol.</source> <volume>8</volume>:<fpage>2165</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2017.02165</pub-id>, PMID: <pub-id pub-id-type="pmid">29163444</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dai</surname> <given-names>X.</given-names></name> <name><surname>Tian</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>D.</given-names></name> <name><surname>Zheng</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Metatranscriptomic analyses of plant cell wall polysaccharide degradation by microorganisms in the cow rumen</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>81</volume>, <fpage>1375</fpage>&#x2013;<lpage>1386</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.03682-14</pub-id>, PMID: <pub-id pub-id-type="pmid">25501482</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denman</surname> <given-names>S. E.</given-names></name> <name><surname>McSweeney</surname> <given-names>C. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Development of a real-time PCR assay for monitoring anaerobic fungal and cellulolytic bacterial populations within the rumen</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>58</volume>, <fpage>572</fpage>&#x2013;<lpage>582</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1574-6941.2006.00190.x</pub-id>, PMID: <pub-id pub-id-type="pmid">17117998</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernando</surname> <given-names>S. C.</given-names></name> <name><surname>Purvis</surname> <given-names>H. T.</given-names></name> <name><surname>Najar</surname> <given-names>F. Z.</given-names></name> <name><surname>Sukharnikov</surname> <given-names>L. O.</given-names></name> <name><surname>Krehbiel</surname> <given-names>C. R.</given-names></name> <name><surname>Nagaraja</surname> <given-names>T. G.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Rumen microbial population dynamics during adaptation to a high-grain diet</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>76</volume>, <fpage>7482</fpage>&#x2013;<lpage>7490</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.00388-10</pub-id>, PMID: <pub-id pub-id-type="pmid">20851965</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Henderson</surname> <given-names>G.</given-names></name> <name><surname>Cox</surname> <given-names>F.</given-names></name> <name><surname>Ganesh</surname> <given-names>S.</given-names></name> <name><surname>Jonker</surname> <given-names>A.</given-names></name> <name><surname>Young</surname> <given-names>W.</given-names></name> <name><surname>Janssen</surname> <given-names>P. H.</given-names></name></person-group> (<year>2015</year>). <article-title>Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range</article-title>. <source>Sci. Rep.</source> <volume>5</volume>:<fpage>14567</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep14567</pub-id>, PMID: <pub-id pub-id-type="pmid">26449758</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hussain</surname> <given-names>I.</given-names></name> <name><surname>Cheeke</surname> <given-names>P. R.</given-names></name></person-group> (<year>1996</year>). <article-title>Evaluation of annual ryegrass straw: corn juice silage with cattle and water buffaloes: digestibility in cattle vs. buffaloes, and growth performance and subsequent lactational performance of Holstein heifers</article-title>. <source>Anim. Feed Sci. Technol.</source> <volume>57</volume>, <fpage>195</fpage>&#x2013;<lpage>202</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0377-8401(95)00854-3</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huws</surname> <given-names>S. A.</given-names></name> <name><surname>Edwards</surname> <given-names>J. E.</given-names></name> <name><surname>Creevey</surname> <given-names>C. J.</given-names></name> <name><surname>Stevens</surname> <given-names>P. R.</given-names></name> <name><surname>Lin</surname> <given-names>W.</given-names></name> <name><surname>Girdwood</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Temporal dynamics of the metabolically active rumen bacteria colonising fresh perennial ryegrass</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>92</volume>, <volume>92</volume>:<fpage>fiv137</fpage>. doi: <pub-id pub-id-type="doi">10.1093/femsec/fiv137</pub-id>, PMID: <pub-id pub-id-type="pmid">26542074</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jabari</surname> <given-names>S.</given-names></name> <name><surname>Eslami</surname> <given-names>M.</given-names></name> <name><surname>Chaji</surname> <given-names>M.</given-names></name> <name><surname>Mohammadabadi</surname> <given-names>T.</given-names></name> <name><surname>Bojarpour</surname> <given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>Comparison digestibility and protozoa population of Khuzestan water buffalo and Holstein cow</article-title>. <source>Vet. Res. Forum.</source> <volume>5</volume>, <fpage>295</fpage>&#x2013;<lpage>300</lpage>. PMID: <pub-id pub-id-type="pmid">25610581</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiao</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>P.</given-names></name> <name><surname>He</surname> <given-names>Z.</given-names></name> <name><surname>Tang</surname> <given-names>S.</given-names></name> <name><surname>Zhou</surname> <given-names>C.</given-names></name> <name><surname>Han</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title><italic>In vitro</italic> evaluation on neutral detergent fiber and cellulose digestion by post-ruminal microorganisms in goats</article-title>. <source>J. Sci. Food Agric.</source> <volume>94</volume>, <fpage>1745</fpage>&#x2013;<lpage>1752</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jsfa.6485</pub-id>, PMID: <pub-id pub-id-type="pmid">24254250</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kamra</surname> <given-names>D. N.</given-names></name></person-group> (<year>2005</year>). <article-title>Rumen microbial ecosystem</article-title>. <source>Curr. Sci.</source> <volume>6</volume>, <fpage>39</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.es.06.110175.000351</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>F.</given-names></name> <name><surname>Hitch</surname> <given-names>T. C. A.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Creevey</surname> <given-names>C. J.</given-names></name> <name><surname>Guan</surname> <given-names>L. L.</given-names></name></person-group> (<year>2019</year>). <article-title>Comparative metagenomic and metatranscriptomic analyses reveal the breed effect on the rumen microbiome and its associations with feed efficiency in beef cattle</article-title>. <source>Microbiome.</source> <volume>7</volume>:<fpage>6</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s40168-019-0618-5</pub-id>, PMID: <pub-id pub-id-type="pmid">30642389</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Q. S.</given-names></name> <name><surname>Wang</surname> <given-names>R.</given-names></name> <name><surname>Ma</surname> <given-names>Z. Y.</given-names></name> <name><surname>Zhang</surname> <given-names>X. M.</given-names></name> <name><surname>Jiao</surname> <given-names>J. Z.</given-names></name> <name><surname>Zhang</surname> <given-names>Z. G.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Dietary selection of metabolically distinct microorganisms drives hydrogen metabolism in ruminants</article-title>. <source>ISME J.</source> <volume>16</volume>, <fpage>2535</fpage>&#x2013;<lpage>2546</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41396-022-01294-9</pub-id>, PMID: <pub-id pub-id-type="pmid">35931768</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>J.</given-names></name> <name><surname>Zhang</surname> <given-names>M.</given-names></name> <name><surname>Xue</surname> <given-names>C.</given-names></name> <name><surname>Zhu</surname> <given-names>W.</given-names></name> <name><surname>Mao</surname> <given-names>S.</given-names></name></person-group> (<year>2016</year>). <article-title>Characterization and comparison of the temporal dynamics of ruminal bacterial microbiota colonizing rice straw and alfalfa hay within ruminants</article-title>. <source>J. Dairy Sci.</source> <volume>99</volume>, <fpage>9668</fpage>&#x2013;<lpage>9681</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2016-11398</pub-id>, PMID: <pub-id pub-id-type="pmid">27692708</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>Z. Y.</given-names></name> <name><surname>Wang</surname> <given-names>R.</given-names></name> <name><surname>Wang</surname> <given-names>M.</given-names></name> <name><surname>Zhang</surname> <given-names>X. M.</given-names></name> <name><surname>Mao</surname> <given-names>H. X.</given-names></name> <name><surname>Tan</surname> <given-names>Z. L.</given-names></name></person-group> (<year>2018</year>). <article-title>Short communication: variability in fermentation end-products and methanogen communities in different rumen sites of dairy cows</article-title>. <source>J. Dairy Sci.</source> <volume>101</volume>, <fpage>5153</fpage>&#x2013;<lpage>5158</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2017-1409</pub-id>, PMID: <pub-id pub-id-type="pmid">29779558</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>Z. Y.</given-names></name> <name><surname>Zhang</surname> <given-names>X. M.</given-names></name> <name><surname>Wang</surname> <given-names>R.</given-names></name> <name><surname>Wang</surname> <given-names>M.</given-names></name> <name><surname>Liu</surname> <given-names>T.</given-names></name> <name><surname>Tan</surname> <given-names>Z. L.</given-names></name></person-group> (<year>2020</year>). <article-title>Effects of chemical and mechanicallysis on microbial DNA yield, integrity, and downstream amplicon sequencing of rumen bacteria and protozoa</article-title>. <source>Front. Microbiol.</source> <volume>11</volume>:<fpage>581227</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2020.581227</pub-id>, PMID: <pub-id pub-id-type="pmid">33304329</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McDonald</surname> <given-names>I.</given-names></name></person-group> (<year>1981</year>). <article-title>A revised model for the estimation of protein degradability in the rumen</article-title>. <source>J. Agric. Sci.</source> <volume>96</volume>, <fpage>251</fpage>&#x2013;<lpage>252</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S0021859600032081</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mizrahi</surname> <given-names>I.</given-names></name> <name><surname>Wallace</surname> <given-names>R. J.</given-names></name> <name><surname>Mora&#x00EF;s</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>The rumen microbiome: balancing food security and environmental impacts</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>19</volume>, <fpage>553</fpage>&#x2013;<lpage>566</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41579-021-00543-6</pub-id>, PMID: <pub-id pub-id-type="pmid">33981031</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00D8;rskov</surname> <given-names>E. R.</given-names></name> <name><surname>Mcdonald</surname> <given-names>I.</given-names></name></person-group> (<year>1979</year>). <article-title>The estimation of protein degradability in the rumen from incubation measurements weighted according to rate of passage</article-title>. <source>J. Agric. Sci.</source> <volume>92</volume>, <fpage>499</fpage>&#x2013;<lpage>503</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S0021859600063048</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Piao</surname> <given-names>H.</given-names></name> <name><surname>Lachman</surname> <given-names>M.</given-names></name> <name><surname>Malfatti</surname> <given-names>S.</given-names></name> <name><surname>Sczyrba</surname> <given-names>A.</given-names></name> <name><surname>Knierim</surname> <given-names>B.</given-names></name> <name><surname>Auer</surname> <given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>Temporal dynamics of fibrolytic and methanogenic rumen microorganisms during <italic>in situ</italic> incubation of switchgrass determined by 16S rRNA gene profiling</article-title>. <source>Front. Microbiol.</source> <volume>5</volume>:<fpage>307</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2014.00307</pub-id>, PMID: <pub-id pub-id-type="pmid">25101058</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ransom-Jones</surname> <given-names>E.</given-names></name> <name><surname>Jones</surname> <given-names>D. L.</given-names></name> <name><surname>McCarthy</surname> <given-names>A. J.</given-names></name> <name><surname>McDonald</surname> <given-names>J. E.</given-names></name></person-group> (<year>2012</year>). <article-title>The Fibrobacteres: an important phylum of cellulose-degrading bacteria</article-title>. <source>Microb. Ecol.</source> <volume>63</volume>, <fpage>267</fpage>&#x2013;<lpage>281</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00248-011-9998-1</pub-id>, PMID: <pub-id pub-id-type="pmid">22213055</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schloss</surname> <given-names>P. D.</given-names></name> <name><surname>Westcott</surname> <given-names>S. L.</given-names></name> <name><surname>Ryabin</surname> <given-names>T.</given-names></name> <name><surname>Hall</surname> <given-names>J. R.</given-names></name> <name><surname>Hartmann</surname> <given-names>M.</given-names></name> <name><surname>Hollister</surname> <given-names>E. B.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>75</volume>, <fpage>7537</fpage>&#x2013;<lpage>7541</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.01541-09</pub-id>, PMID: <pub-id pub-id-type="pmid">19801464</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sha</surname> <given-names>Y.</given-names></name> <name><surname>Hu</surname> <given-names>J.</given-names></name> <name><surname>Shi</surname> <given-names>B.</given-names></name> <name><surname>Dingkao</surname> <given-names>R.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Characteristics and functions of the rumen microbial Community of Cattle-yak at different ages</article-title>. <source>Biomed. Res. Int.</source> <volume>2020</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1155/2020/3482692</pub-id>, PMID: <pub-id pub-id-type="pmid">32190661</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>K. M.</given-names></name> <name><surname>Reddy</surname> <given-names>B.</given-names></name> <name><surname>Patel</surname> <given-names>D.</given-names></name> <name><surname>Patel</surname> <given-names>A. K.</given-names></name> <name><surname>Parmar</surname> <given-names>N.</given-names></name> <name><surname>Patel</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>High potential source for biomass degradation enzyme discovery and environmental aspects revealed through metagenomics of Indian buffalo rumen</article-title>. <source>Biomed. Res. Int.</source> <volume>2014</volume>:<fpage>267189</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2014/267189</pub-id>, PMID: <pub-id pub-id-type="pmid">25136572</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stevens</surname> <given-names>C. E.</given-names></name> <name><surname>Hume</surname> <given-names>I. D.</given-names></name></person-group> (<year>1998</year>). <article-title>Contributions of microbes in vertebrate gastrointestinal tract to production and conservation of nutrients</article-title>. <source>Physiol. Rev.</source> <volume>78</volume>, <fpage>393</fpage>&#x2013;<lpage>427</lpage>. doi: <pub-id pub-id-type="doi">10.1152/physrev.1998.78.2.393</pub-id>, PMID: <pub-id pub-id-type="pmid">9562034</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stevenson</surname> <given-names>D. M.</given-names></name> <name><surname>Weimer</surname> <given-names>P. J.</given-names></name></person-group> (<year>2007</year>). <article-title>Dominance of Prevotella and low abundance of classical ruminal bacterial species in the bovine rumen revealed by relative quantification real-time PCR</article-title>. <source>Appl. Microbiol. Biotechnol.</source> <volume>75</volume>, <fpage>165</fpage>&#x2013;<lpage>174</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00253-006-0802-y</pub-id>, PMID: <pub-id pub-id-type="pmid">17235560</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tong</surname> <given-names>F.</given-names></name> <name><surname>Wang</surname> <given-names>T.</given-names></name> <name><surname>Gao</surname> <given-names>N. L.</given-names></name> <name><surname>Liu</surname> <given-names>Z.</given-names></name> <name><surname>Cui</surname> <given-names>K.</given-names></name> <name><surname>Duan</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>The microbiome of the buffalo digestive tract</article-title>. <source>Nat. Commun.</source> <volume>13</volume>:<fpage>823</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-022-28402-9</pub-id>, PMID: <pub-id pub-id-type="pmid">35145088</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trujillo</surname> <given-names>A. I.</given-names></name> <name><surname>Marichal</surname> <given-names>M. D. J.</given-names></name> <name><surname>Carriquiry</surname> <given-names>M.</given-names></name></person-group> (<year>2010</year>). <article-title>Comparison of dry matter and neutral detergent fibre disappearance of fibrous feedstuffs as determined with <italic>in situ</italic> and <italic>in vitro</italic> gravimetric procedures</article-title>. <source>Anim. Feed Sci. Technol.</source> <volume>161</volume>, <fpage>49</fpage>&#x2013;<lpage>57</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2010.08.001</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Soest</surname> <given-names>P. J.</given-names></name> <name><surname>Robertson</surname> <given-names>J. B.</given-names></name> <name><surname>Lewis</surname> <given-names>B. A.</given-names></name></person-group> (<year>1991</year>). <article-title>Methods for dietary fibre, neutral detergent fiber, and nonstarch polysaccharides in relation to animal nutrition</article-title>. <source>J. Dairy Sci.</source> <volume>74</volume>, <fpage>3583</fpage>&#x2013;<lpage>3597</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="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wanapat</surname> <given-names>M. M.</given-names></name> <name><surname>Ngarmsang</surname> <given-names>A.</given-names></name> <name><surname>Korkhuntot</surname> <given-names>S.</given-names></name> <name><surname>Ngarmnit</surname> <given-names>N.</given-names></name> <name><surname>Wachirapakorn</surname> <given-names>C.</given-names></name> <name><surname>Beakes</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2000</year>). <article-title>A comparative study on the rumen microbial population of cattle and swamp Buffalo raised under Traditional Village conditions in the northeast of Thailand</article-title>. <source>Asian-Aust. J. Anim. Sci.</source> <volume>13</volume>, <fpage>918</fpage>&#x2013;<lpage>921</lpage>. doi: <pub-id pub-id-type="doi">10.5713/ajas.2000.918</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>R.</given-names></name> <name><surname>Bai</surname> <given-names>Z.</given-names></name> <name><surname>Chang</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>Q.</given-names></name> <name><surname>Hristov</surname> <given-names>A. N.</given-names></name> <name><surname>Smith</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>China's low-emission pathways toward climate-neutral livestock production for animal-derived foods</article-title>. <source>Innovations</source> <volume>3</volume>:<fpage>100220</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.xinn.2022.100220</pub-id>, PMID: <pub-id pub-id-type="pmid">35295193</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>F.</given-names></name> <name><surname>Harindintwali</surname> <given-names>J. D.</given-names></name> <name><surname>Yuan</surname> <given-names>Z.</given-names></name> <name><surname>Wang</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>F.</given-names></name> <name><surname>Li</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Technologies and perspectives for achieving carbon neutrality</article-title>. <source>Innovations</source> <volume>2</volume>:<fpage>100180</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.xinn.2021.100180</pub-id>, PMID: <pub-id pub-id-type="pmid">34877561</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weimer</surname> <given-names>P. J.</given-names></name></person-group> (<year>2015</year>). <article-title>Redundancy, resilience, and host specificity of the ruminal microbiota: implications for engineering improved ruminal fermentations</article-title>. <source>Front. Microbiol.</source> <volume>6</volume>:<fpage>296</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2015.00296</pub-id>, PMID: <pub-id pub-id-type="pmid">25914693</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>Q.</given-names></name> <name><surname>Zhong</surname> <given-names>H.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name> <name><surname>Wu</surname> <given-names>Y.</given-names></name> <name><surname>Ma</surname> <given-names>Z.</given-names></name> <name><surname>Yang</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Lignin degradation by water buffalo</article-title>. <source>Trop. Anim. Health Prod.</source> <volume>53</volume>, <volume>53</volume>:<fpage>344</fpage>:<fpage>344</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s11250-021-02787-z</pub-id>, PMID: <pub-id pub-id-type="pmid">34091758</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yari</surname> <given-names>M.</given-names></name> <name><surname>Valizadeh</surname> <given-names>R.</given-names></name> <name><surname>Naserian</surname> <given-names>A. A.</given-names></name> <name><surname>Jonker</surname> <given-names>A.</given-names></name> <name><surname>Yu</surname> <given-names>P.</given-names></name></person-group> (<year>2012</year>). <article-title>Modeling nutrient availability of alfalfa hay harvested at three stages of maturity and in the afternoon and morning in dairy cows</article-title>. <source>Anim. Feed Sci. Technol.</source> <volume>178</volume>, <fpage>12</fpage>&#x2013;<lpage>19</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2012.09.001</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>Z.</given-names></name> <name><surname>Morrison</surname> <given-names>M.</given-names></name></person-group> (<year>2004</year>). <article-title>Improved extraction of PCR-quality community DNA from digesta and fecal samples</article-title>. <source>BioTechniques</source> <volume>36</volume>, <fpage>808</fpage>&#x2013;<lpage>812</lpage>. doi: <pub-id pub-id-type="doi">10.2144/04365ST04</pub-id>, PMID: <pub-id pub-id-type="pmid">15152600</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zakrzewski</surname> <given-names>M.</given-names></name> <name><surname>Goesmann</surname> <given-names>A.</given-names></name> <name><surname>Jaenicke</surname> <given-names>S.</given-names></name> <name><surname>J&#x00FC;nemann</surname> <given-names>S.</given-names></name> <name><surname>Eikmeyer</surname> <given-names>F.</given-names></name> <name><surname>Szczepanowski</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Profiling of the metabolically active community from a production-scale biogas plant by means of high-throughput metatranscriptome sequencing</article-title>. <source>J. Biotechnol.</source> <volume>158</volume>, <fpage>248</fpage>&#x2013;<lpage>258</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jbiotec.2012.01.020</pub-id>, PMID: <pub-id pub-id-type="pmid">22342600</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>X. M.</given-names></name> <name><surname>Gruninger</surname> <given-names>R. J.</given-names></name> <name><surname>Alemu</surname> <given-names>A. W.</given-names></name> <name><surname>Wang</surname> <given-names>M.</given-names></name> <name><surname>Tan</surname> <given-names>Z. L.</given-names></name> <name><surname>Kindermann</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>3-Nitrooxypropanol supplementation had little effect on fiber disappearance and microbial colonization of forage particles when evaluated using the <italic>in situ</italic> ruminal incubation technique</article-title>. <source>J. Dairy Sci.</source> <volume>103</volume>, <fpage>8986</fpage>&#x2013;<lpage>8997</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2019-18077</pub-id>, PMID: <pub-id pub-id-type="pmid">32861497</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Z.</given-names></name> <name><surname>Niu</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>F.</given-names></name> <name><surname>Li</surname> <given-names>F.</given-names></name> <name><surname>Guo</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Ruminal cellulolytic bacteria abundance leads to the variation in fatty acids in the rumen digesta and meat of fattening lambs</article-title>. <source>J. Anim. Sci.</source> <volume>8</volume>, <volume>98</volume>:<fpage>skaa228</fpage>. doi: <pub-id pub-id-type="doi">10.1093/jas/skaa228</pub-id>, PMID: <pub-id pub-id-type="pmid">32687154</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>H.</given-names></name> <name><surname>Xia</surname> <given-names>H.</given-names></name> <name><surname>Huang</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Mao</surname> <given-names>Y.</given-names></name> <name><surname>Cen</surname> <given-names>N.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Metagenomic analysis of microorganisms in rumen of Haizi Buffalo</article-title>. <source>Chin. J. Anim. Nutr.</source> <volume>29</volume>, <fpage>4151</fpage>&#x2013;<lpage>4161</lpage>.</citation></ref>
</ref-list>
<fn-group><fn id="fn0004"><p><sup>1</sup><ext-link xlink:href="http://rdp.cme.msu.edu/" ext-link-type="uri">http://rdp.cme.msu.edu/</ext-link></p></fn></fn-group>
</back>
</article>