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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2022.981757</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of rumen-protected methionine supplementation on production performance, apparent digestibility, blood parameters, and ruminal fermentation of lactating Holstein dairy cows</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Yuanxiao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2003527/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wei</surname> <given-names>Jialin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Dou</surname> <given-names>Mengying</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Shuai</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yan</surname> <given-names>Bichuan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Cuiyu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Khan</surname> <given-names>Muhammad Zahoor</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1008597/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yinghui</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Xiao</surname> <given-names>Jianxin</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2099113/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>College of Animal Science, Henan University of Science and Technology</institution>, <addr-line>Luoyang</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Low Carbon Culture and Safety Production in Cattle in Sichuan, Animal Nutrition Institute, Sichuan Agricultural University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Evonik (China) Co., Ltd.</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Animal Science, Faculty of Veterinary and Animal Sciences, University of Agriculture Dera Ismail Khan</institution>, <addr-line>Dera Ismail Khan</addr-line>, <country>Pakistan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Tugay Ayasan, Osmaniye Korkut Ata University, Turkey</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Claire Gleason, Virginia Tech, United States; Burarat Phesatcha, Rajamangala University of Technology Isan, Thailand</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jianxin Xiao <email>xiaojianxin&#x00040;sicau.edu.cn</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Animal Nutrition and Metabolism, a section of the journal Frontiers in Veterinary Science</p></fn>
<fn fn-type="equal" id="fn002"><p>&#x02020;These authors have contributed equally to this work</p></fn></author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>981757</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>06</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Li, Wei, Dou, Liu, Yan, Li, Khan, Zhang and Xiao.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Li, Wei, Dou, Liu, Yan, Li, Khan, Zhang and Xiao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<abstract>
<p>This study aimed to evaluate the effects of reducing dietary CP and supplementing rumen protected-methionine (RPM) on production performance, blood parameters, digestibility of nutrients or ruminal fermentation in lactating Holstein dairy cows. A total of 96 lactating cows were randomly assigned to 1 of 2 treatments: a diet containing 17.3% CP without RPM (control group; CON; <italic>n</italic> = 49) or a diet containing 16.4% CP and supplemented with 15.0 g/d of RPM (treatment group; RPM; <italic>n</italic> = 47). No effect was observed in the RPM group on milk yield, milk composition and digestibility of nutrients. The results of blood parameters showed that cows in the RPM group exhibited lower blood urea nitrogen concentration than in CON group. Rumen microbial crude protein (MCP) was higher in the RPM group compared to the CON group. Ruminal volatile fatty acid (VFA) concentrations were not different between treatments except for butyrate and isovalerate, which were higher in the RPM group than the CON group 2 h after feeding. In conclusion, reducing dietary CP with RPM supplementation did not limit milk yield, milk composition or digestibility of nutrients, but could improve nitrogen utilization, synthesis of MCP and partially increase VFA production 2 h after feeding cows.</p></abstract>
<kwd-group>
<kwd>dairy cows</kwd>
<kwd>rumen-protected methionine</kwd>
<kwd>ruminal fermentation</kwd>
<kwd>digestibility</kwd>
<kwd>blood parameters</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="5"/>
<equation-count count="1"/>
<ref-count count="41"/>
<page-count count="8"/>
<word-count count="5652"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In order to satisfy their protein requirements, cows might be fed excessive dietary crude protein (CP). Most of this CP ends up being excreted as urea, which contribute to the atmospheric N through NO<sub>2</sub> emissions (<xref ref-type="bibr" rid="B1">1</xref>) or be hydrolyzed to NH<sub>3</sub> and volatilized (<xref ref-type="bibr" rid="B2">2</xref>), ultimately harming the environment. In addition, some researchers have reported the negative impact of high dietary CP on N utilization in dairy cows (<xref ref-type="bibr" rid="B3">3</xref>). Moreover, milk production and composition were not improved when dietary CP was increased to 18 (<xref ref-type="bibr" rid="B2">2</xref>) or 18.8% (<xref ref-type="bibr" rid="B4">4</xref>). Meanwhile, dietary protein makes up a large proportion of feeding costs, about 40% (<xref ref-type="bibr" rid="B5">5</xref>), such that feeding excess protein might reduce the farm&#x00027;s profit margins. In consideration of the factors mentioned above, decreasing dietary CP has attracted great interest from researchers across the world. Besides the level of dietary CP, previous studies have shown that ensuring ideal AA balance, especially methionine (Met) and lysine (Lys) (<xref ref-type="bibr" rid="B2">2</xref>), is key to formulating rations that contribute to reduced N excretion (<xref ref-type="bibr" rid="B6">6</xref>) while adequately supporting productive performance.</p>
<p>Given that rumen undegradable protein (RUP) is important in meeting the daily protein needs of cows, especially during the lactation stage, alternative strategies of feeding rumen-protected AA need to be considered. More studies have explored the effects of feeding rumen-protected methionine (RPM) in dairy cows in recent years. Several studies indicated that reducing the dietary CP diet and supplementing RPM could increase milk, protein, fat, and lactose yields (<xref ref-type="bibr" rid="B7">7</xref>&#x02013;<xref ref-type="bibr" rid="B9">9</xref>). The increased yields could be associated with higher dry matter intake (DMI) reported in lactating cows fed RPM (<xref ref-type="bibr" rid="B10">10</xref>). In addition, RPM supplemention may allow the reduced CP diets to improve N efficiency and reduce urinary N excretion (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>) and methane gas (<xref ref-type="bibr" rid="B13">13</xref>). Although, the role of reduced dietary CP levels with RPM supplementation on milk production performance, N efficiency and environmental impact has been fairly discussed, other aspects such as nutrient digestibility, rumen health and function need to be explored further.</p>
<p>Thus, the objective of the present study was to investigate the effects of reducing dietary CP levels and supplementing RPM on production performance, apparent digestibility of nutrients, blood parameters, and ruminal fermentation in lactating Holstein dairy cows. We hypothesized that reducing dietary CP levels and supplementing RPM would not limit milk yield and composition, but could change the rumen fermentation profile, increase nutrient digestibility, and alter blood parameters.</p></sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Treatments, experimental diet, and cows management</title>
<p>This study was conducted at Shengsheng Dairy Farm in Luoyang City, Henan Province, China. Animal management and experimental procedures were approved by the Animal Care Committee of China Agricultural University. A total of 96 lactating Holstein dairy cows (63 &#x000B1; 25 d in milk; 34.4 &#x000B1; 5.74 kg/d of milk production; mean &#x000B1; SD) were randomly assigned to 1 of 2 dietary treatments and housed in two separate free-stall barns. The experiment lasted 75 d and consisted of 15 d for diet adaptation and 60 d for data collection. Diets were fed as total mixed ration (TMR; <xref ref-type="table" rid="T1">Table 1</xref>): diet containing 17.3% CP without RPM (control group; CON; <italic>n</italic> = 49) or diet containing 16.4% CP and supplemented with 15.0 g/d of RPM (treatment group; RPM; <italic>n</italic> = 47). The CON diet had a Lys:Met ratio of 3.39:1, while the RPM diet was 2.84:1. The RPM used in the study was Mepron<sup>&#x000AE;</sup> provided by Evonik (China) Co., Ltd. Mepron<sup>&#x000AE;</sup> is produced by coating methionine with a protective film. The TMR was fed three times daily at 0800, 1,200, and 1,700 h. Cows had free access to feed and water. The amount of feed offered daily was adjusted to achieve a 3&#x02013;5% orts.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Ingredients and nutrient composition in diets<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Item</bold></th>
<th valign="top" align="center"><bold>CON</bold></th>
<th valign="top" align="center"><bold>RPM</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2"><bold>Ingredients (% DM)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Alfalfa hay</td>
<td valign="top" align="center">11.3</td>
<td valign="top" align="center">11.3</td>
</tr>
<tr>
<td valign="top" align="left">Oat hay</td>
<td valign="top" align="center">3.7</td>
<td valign="top" align="center">3.7</td>
</tr>
<tr>
<td valign="top" align="left">Corn silage</td>
<td valign="top" align="center">45.2</td>
<td valign="top" align="center">44.9</td>
</tr>
<tr>
<td valign="top" align="left">Whole cottonseed</td>
<td valign="top" align="center">2.5</td>
<td valign="top" align="center">5.0</td>
</tr>
<tr>
<td valign="top" align="left">Beet pulp</td>
<td valign="top" align="center">2.5</td>
<td valign="top" align="center">2.5</td>
</tr>
<tr>
<td valign="top" align="left">Molasses</td>
<td valign="top" align="center">3.5</td>
<td valign="top" align="center">3.5</td>
</tr>
<tr>
<td valign="top" align="left">Fat power</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Sodium bicarbonate</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.4</td>
</tr>
<tr>
<td valign="top" align="left">Yeast</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Steam flaked corn</td>
<td valign="top" align="center">1.3</td>
<td valign="top" align="center">3.7</td>
</tr>
<tr>
<td valign="top" align="left">Ground corn grain</td>
<td valign="top" align="center">12.1</td>
<td valign="top" align="center">10.0</td>
</tr>
<tr>
<td valign="top" align="left">Wheat bran</td>
<td valign="top" align="center">2.0</td>
<td valign="top" align="center">2.0</td>
</tr>
<tr>
<td valign="top" align="left">Corn gluten feed</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">1.5</td>
</tr>
<tr>
<td valign="top" align="left">Distillers dried grains with solubles</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">1.5</td>
</tr>
<tr>
<td valign="top" align="left">Vitamins and trace minerals</td>
<td valign="top" align="center">1.6</td>
<td valign="top" align="center">1.6</td>
</tr>
<tr>
<td valign="top" align="left">Whole soybean</td>
<td valign="top" align="center">0.8</td>
<td valign="top" align="center">0.8</td>
</tr>
<tr>
<td valign="top" align="left">Soybean meal</td>
<td valign="top" align="center">9.0</td>
<td valign="top" align="center">6.2</td>
</tr>
<tr>
<td valign="top" align="left">Expeller-pressed cottonseed</td>
<td valign="top" align="center">&#x02014;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Mepron<sup>&#x000AE;</sup><xref ref-type="table-fn" rid="TN2"><sup>b</sup></xref></td>
<td valign="top" align="center">&#x02014;</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>Nutrient composition</bold><xref ref-type="table-fn" rid="TN3"><sup><bold>c</bold></sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">DM (%)</td>
<td valign="top" align="center">61.4</td>
<td valign="top" align="center">61.6</td>
</tr>
<tr>
<td valign="top" align="left">NE<inline-formula><mml:math id="M1"><mml:mrow><mml:msubsup><mml:mrow><mml:mtext>NE</mml:mtext></mml:mrow><mml:mtext>L</mml:mtext><mml:mtext>d</mml:mtext></mml:msubsup></mml:mrow></mml:math></inline-formula> (M.cal/kg)</td>
<td valign="top" align="center">1.7</td>
<td valign="top" align="center">1.7</td>
</tr>
<tr>
<td valign="top" align="left">CP (% DM)</td>
<td valign="top" align="center">17.3</td>
<td valign="top" align="center">16.4</td>
</tr>
<tr>
<td valign="top" align="left">RDP (% DM)</td>
<td valign="top" align="center">11.7</td>
<td valign="top" align="center">11.0</td>
</tr>
<tr>
<td valign="top" align="left">NDF (% DM)</td>
<td valign="top" align="center">31.3</td>
<td valign="top" align="center">32.3</td>
</tr>
<tr>
<td valign="top" align="left">ADF (% DM)</td>
<td valign="top" align="center">18.4</td>
<td valign="top" align="center">19.0</td>
</tr>
<tr>
<td valign="top" align="left">peNDF (% DM)</td>
<td valign="top" align="center">23.3</td>
<td valign="top" align="center">24.6</td>
</tr>
<tr>
<td valign="top" align="left">NFC<xref ref-type="table-fn" rid="TN4"><sup>e</sup></xref> (% DM)</td>
<td valign="top" align="center">35.5</td>
<td valign="top" align="center">36.0</td>
</tr>
<tr>
<td valign="top" align="left">Fat (% DM)</td>
<td valign="top" align="center">6.0</td>
<td valign="top" align="center">6.0</td>
</tr>
<tr>
<td valign="top" align="left">Met (% MP)</td>
<td valign="top" align="center">1.92</td>
<td valign="top" align="center">2.27</td>
</tr>
<tr>
<td valign="top" align="left">Lys (% MP)</td>
<td valign="top" align="center">6.51</td>
<td valign="top" align="center">6.45</td>
</tr>
<tr>
<td valign="top" align="left">Lys: Met ratio</td>
<td valign="top" align="center">3.39:1</td>
<td valign="top" align="center">2.84:1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><label>a</label><p>Treatments CON and RPM groups consisted of a total mixed ration containing 17.3 and 16.4% CP, respectively.</p></fn>
<fn id="TN2"><label>b</label><p>Rumen-protected Met product from Evonik (China) Co., Ltd. (DL-Methionine min. % 85.0).</p></fn>
<fn id="TN3"><label>c</label><p>DM, Dry matter; NEL, net energy for lactation; CP, crude protein; NDF, neutral detergent fiber; ADF, acid detergent fiber; peNDF, physically effective neutral detergent fiber; NFC, non-fiber carbohydrate; Met, methionine; Lys, lysine.</p></fn>
<p><sup>d</sup> Estimated using the NRC (<xref ref-type="bibr" rid="B14">14</xref>) model based on DM intakes.</p>
<fn id="TN4"><label>e</label><p>NFC = 100 (%NDF&#x02013;NDIN &#x000D7; 6.25) &#x02013; % CP &#x02013; % fat &#x02013; % ash.</p></fn>
</table-wrap-foot>
</table-wrap></sec>
<sec>
<title>Sample collection and analysis</title>
<p>Cows were milked 3 times per day for the duration of the experiment. Milk samples were collected from each cow 3 times per day at 0700, 1,100, and 1,600 h and mixed well in a 4:3:3 ratio as one sample, then analyzed for fat, true protein, lactose, milk urea nitrogen (MUN), somatic cell count (SCC), solids-not-fat (SNF), total solid (TS) and freezing point (FP) at the Luoyang Dairy Cow Center (Luoyang, China). The TMR samples were collected 3 times per day during the experimental period and mixed well to determine the feed composition. Samples were dried at 65&#x000B0;C for 48 h until a constant weight was obtained. Then, dried TMR samples were ground through a 1-mm screen (KRT-34; KunJie, Beijing, China) and analyzed for DM using method 950.15 of Association of Official Analytical Chemists (<xref ref-type="bibr" rid="B15">15</xref>). Nitrogen was analyzed by the method 984.13 (<xref ref-type="bibr" rid="B15">15</xref>) and crude protein (CP) was measured by multiplying 6.25 by the nitrogen content. Neutral detergent fiber (NDF) and acid detergent fiber (ADF) were measured according to the method described by Van Soest et al. (<xref ref-type="bibr" rid="B16">16</xref>). Ash (method 942.05) was measured according to the AOAC (<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>Fifteen Holstein dairy cows per group were randomly selected with similar milk yield and days in milk to collect blood, fecal grab and rumen fluid samples. On d 0, 30 and 60 of the experimental periods, blood samples were collected from the coccygeal vein into 10 mL heparin-coated tubes (Vacutainer; Becton Dickinson, Franklin Lakes, NanJing, China) before morning feeding. Blood samples were immediately centrifuged at 3,500 &#x000D7; g at 4&#x000B0;C for 15 min to obtain plasma samples and stored at &#x02212;20&#x000B0;C for further analysis. Concentrations of total protein (TP), albumin (ALB), globulin (GLB), blood urea nitrogen (BUN), cholesterol (CHO), aspartate transaminase (AST), alanine transaminase (ALT), and alkaline phosphatase (ALP) were measured at a commercial laboratory (People&#x00027;s Liberation Army 534 Hospital, China).</p>
<p>Fecal grab samples were collected 4 times (0300, 0800, 1,300, and 1,800 h) each day on d 58, 59, and 60 from these selected cows. The samples of each cow were evenly mixed to make a simple composite and taken to about 200 g, adding 10% tartaric acid of 1/4 fecal weight to fix nitrogen. These fecal grab samples were held at 65&#x000B0;C in a forced-air oven until completely dried and were ground to pass a 1-mm screen (KRT-34; KunJie, Beijing, China). Fecal samples were analyzed for DM, NDF, ADF, CP, and ash according to the AOAC as described earlier. The acid-insoluble ash (AIA) was used as an internal marker to determine the apparent digestibility of nutrients. TMR, orts and fecal samples were analyzed according to the procedures by Vankeulen and Young (<xref ref-type="bibr" rid="B18">18</xref>). The apparent digestibility of nutrients was calculated as follows:</p>
<disp-formula id="E1"><mml:math id="M2"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mtext>Apparent&#x000A0;Digestibility&#x000A0;of&#x000A0;Nutrients</mml:mtext></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mo>=</mml:mo><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>-</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mtext>Ad</mml:mtext><mml:mo>&#x000D7;</mml:mo><mml:mtext>Nf</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mtext>Af</mml:mtext><mml:mo>&#x000D7;</mml:mo><mml:mtext>Nd</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo>]</mml:mo></mml:mrow><mml:mo>&#x000D7;</mml:mo><mml:mn>100</mml:mn><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where Ad = AIA in the diets (g/kg); Af = AIA in the feces (g/kg); Nd = the concentration of a nutrient in the diet (g/kg); Nf = the concentration of a nutrient in the feces (g/kg).</p>
<p>On the last day of the experiment, rumen fluid samples were collected from the selected 15 cows per group. Samples were collected before morning feeding and 2, 4, 6, 8, 12 h after morning feeding by a 200 mL esophageal tube. Rumen fluid was filtered through four layers of gauze, centrifuged at 1,800 &#x000D7; g for 15 min and 1 mL of the supernatant collected and acidified with 4.5 mL of 0.2 mol/L HCL for later analysis of ammonium nitrogen. Meanwhile, l mL 25% metaphosphate acid was added to 4 mL of the supernatant and stored at &#x02212;20&#x000B0;C for later analysis of microbial crude protein (MCP), ammonia N (NH<sub>3</sub>-N) (analyzing in the Evonik (China) laboratory, Beijing) and volatile fatty acids (VFA), including acetate, propionate, butyrate, valerate, isobutyrate, and isovalerate (using Shimadzu GC-7A gas chromatograph, Japan).</p></sec>
<sec>
<title>Statistical analysis</title>
<p>All data were analyzed using SAS (SAS version 9.2, SAS Institute Inc., Cary, NC, USA) with cow as the experimental unit. Milk yield, milk composition, apparent digestibility of nutrients, blood parameters, and rumen fermentation products were analyzed using the PROC MIXED procedure of SAS. Milk yield, milk composition and blood parameters were calculated by averaging the samples collected in d 0, d 30 and d 60 and then analyzing. The model of rumen fermentation products included the fixed effects of treatment, time, and time &#x000D7; treatment interaction, and cow within treatment as a random effect. Degrees of freedom were counted using the Kenward-Roger approximation option of the MIXED procedure. In order to explicate the repeated measures within-subject, the covariance structures were executed for each repeated variable based on the best fit determined by the Akaike information criterion. A significant difference between the treatment and control group was declared at p &#x0003C; 0.05 and tendencies were considered when 0.05 &#x02264; <italic>p</italic> &#x0003C; 0.10. A highly significant difference was indicated at <italic>p</italic> &#x02264; 0.01.</p></sec></sec>
<sec id="s3">
<title>Results and discussion</title>
<sec>
<title>Milk yield and composition</title>
<p>The results of the milk yield and composition are shown in <xref ref-type="table" rid="T2">Table 2</xref>. Milk yield, fat, protein, lactose, TS, MUN, SCC, and FP were similar between the CON and RPM groups. There was a trend for lower SNF with decreased CP feeding and RPM supplementation (<italic>p</italic> = 0.09). Our findings implied that decreasing dietary CP to 16.4% with RPM supplementation and a relatively constant fermentable carbohydrate failed to affect the milk yield and composition negatively. The results are consistent with other trials that found milk production performance was similar when dietary AA was well balanced, and differences in CP of the diets ranged between 13 and 18.6% (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Moreover, several trials have demonstrated that RPM supplementation increased milk (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B19">19</xref>) and milk protein (<xref ref-type="bibr" rid="B20">20</xref>) yields. In contrast, it has been reported that milk yield or milk composition, including fat, lactose and SNF, were significantly decreased when cows were fed 11% CP as opposed to 13, 15, and 17% CP (<xref ref-type="bibr" rid="B9">9</xref>). The diets of 11, 13, 15, and 17% CP were supplemented with RPM, which provided 4.2, 8.1, 10.3, and 12.4 g/d of absorbed Met respectively.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Effects of supplementing with rumen-protected methionine (RPM) on milk yield, milk composition.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Item<xref ref-type="table-fn" rid="TN6"><sup>b</sup></xref></bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Treatment</bold><xref ref-type="table-fn" rid="TN5"><sup><bold>a</bold></sup></xref></th>
<th valign="top" align="center"><bold>SEM</bold></th>
<th valign="top" align="center"><bold><italic>p-</italic>value</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>CON</bold></th>
<th valign="top" align="center"><bold>RPM</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Milk yield, kg/day</td>
<td valign="top" align="center">36.8</td>
<td valign="top" align="center">36.8</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">1.00</td>
</tr>
<tr>
<td valign="top" align="left">FP (&#x000B0;F)</td>
<td valign="top" align="center">31.0</td>
<td valign="top" align="center">31.1</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.40</td>
</tr>
<tr>
<td valign="top" align="left">SCC (cell/mL)</td>
<td valign="top" align="center">153,100</td>
<td valign="top" align="center">115,900</td>
<td valign="top" align="center">0.42</td>
<td valign="top" align="center">0.38</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Milk composition, %</bold></td>
</tr>
<tr>
<td valign="top" align="left">Fat</td>
<td valign="top" align="center">3.49</td>
<td valign="top" align="center">3.80</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="left">Protein</td>
<td valign="top" align="center">3.39</td>
<td valign="top" align="center">3.34</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">0.36</td>
</tr>
<tr>
<td valign="top" align="left">Lactose</td>
<td valign="top" align="center">4.85</td>
<td valign="top" align="center">4.87</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">0.82</td>
</tr>
<tr>
<td valign="top" align="left">TS</td>
<td valign="top" align="center">12.01</td>
<td valign="top" align="center">11.97</td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">0.32</td>
</tr>
<tr>
<td valign="top" align="left">SNF</td>
<td valign="top" align="center">8.59</td>
<td valign="top" align="center">8.41</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">0.09</td>
</tr>
<tr>
<td valign="top" align="left">MUN (mg/dL)</td>
<td valign="top" align="center">15.44</td>
<td valign="top" align="center">14.82</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.35</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN5"><label>a</label><p>Treatments CON and RPM groups consisted of a total mixed ration containing 17.3 and 16.4% CP, respectively.</p></fn>
<fn id="TN6"><label>b</label><p>FP, Freezing point; SCC, somatic cell count; TS, total solid; SNF, solids-not-fat; MUN: milk urea nitrogen.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Although certain ranges of difference in CP might not influence milk yield, several studies have highlighted the high sensitivity of SNF to dietary CP content. As has been shown by researchers who fed cows tat 17.3 or 16.1% CP (<xref ref-type="bibr" rid="B11">11</xref>), reducing dietary CP might significantly reduce the milk SNF yield, which is a key factor that could affect milk payment. Results from the current study differed from the report of Broderick et al. (<xref ref-type="bibr" rid="B11">11</xref>) because cows were predicted to be in negative balance in their study, whether energy or mean N. However, in the current study, diets were nutritionally balanced in consideration of normal milk yield and DMI.</p>
<p>The role of EAA in MUN has been discussed widely. MUN is a key indicator that can estimate whether a diet provides excessive protein (<xref ref-type="bibr" rid="B21">21</xref>). A previous study found that MUN concentration was lower in cows fed supplementing rumen-protected essential amino acids while reducing dietary protein (<xref ref-type="bibr" rid="B22">22</xref>). Compared with feeding an 18% CP diet, MUN values decreased in lactating cows fed either 16.4 or 15.6% CP diets supplemented with RPM (<xref ref-type="bibr" rid="B2">2</xref>). An earlier study reported no difference in MUN concentration in cows fed diets that differed by 1% in dietary CP content (<xref ref-type="bibr" rid="B23">23</xref>). The similar content in MUN in our study could be explained by the small differences (0.9%) in dietary CP between the two experimental groups. The SCC level, an indicator of mammary health, often increases when infection occurs in the mammary gland (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). The SCC values were within the normal ranges (100,000&#x02013;314,000 cells/mL) (<xref ref-type="bibr" rid="B26">26</xref>) between the two groups.</p></sec>
<sec>
<title>Blood parameters</title>
<p>The effects of supplementing RPM on blood parameters are shown in <xref ref-type="table" rid="T3">Table 3</xref>. The BUN concentration was lower (<italic>p</italic> &#x0003C; 0.001) in RPM cows compared to the CON group. Other blood parameters, such as ALT, AST, TP, ALB, GLB, CHO and ALP, did not exhibit any differences between groups. This result was not anticipated, but it is in agreement with published data (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Effects of supplementing with rumen-protected methionine (RPM) on blood parameters.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Item<xref ref-type="table-fn" rid="TN8"><sup>b</sup></xref></bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Treatment</bold><xref ref-type="table-fn" rid="TN7"><sup><bold>a</bold></sup></xref></th>
<th valign="top" align="center"><bold>SEM</bold></th>
<th valign="top" align="center"><bold><italic>p-</italic>value</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>CON</bold></th>
<th valign="top" align="center"><bold>RPM</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">ALT (U/L)</td>
<td valign="top" align="center">26.62</td>
<td valign="top" align="center">27.00</td>
<td valign="top" align="center">0.25</td>
<td valign="top" align="center">0.88</td>
</tr>
<tr>
<td valign="top" align="left">AST (U/L)</td>
<td valign="top" align="center">88.38</td>
<td valign="top" align="center">99.00</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.28</td>
</tr>
<tr>
<td valign="top" align="left">TP (g/L)</td>
<td valign="top" align="center">73.74</td>
<td valign="top" align="center">74.20</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">0.75</td>
</tr>
<tr>
<td valign="top" align="left">ALB (g/L)</td>
<td valign="top" align="center">28.55</td>
<td valign="top" align="center">28.06</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">0.59</td>
</tr>
<tr>
<td valign="top" align="left">GLB (g/L)</td>
<td valign="top" align="center">45.19</td>
<td valign="top" align="center">46.13</td>
<td valign="top" align="center">0.18</td>
<td valign="top" align="center">0.61</td>
</tr>
<tr>
<td valign="top" align="left">ALB: GLB ratio</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">0.49</td>
</tr>
<tr>
<td valign="top" align="left">BUN (mmol/L)</td>
<td valign="top" align="center">5.30</td>
<td valign="top" align="center">4.14</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">CHO (mmol/L)</td>
<td valign="top" align="center">5.65</td>
<td valign="top" align="center">5.16</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">0.30</td>
</tr>
<tr>
<td valign="top" align="left">ALP (U/L)</td>
<td valign="top" align="center">56.69</td>
<td valign="top" align="center">53.58</td>
<td valign="top" align="center">0.61</td>
<td valign="top" align="center">0.63</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN7"><label>a</label><p>Treatments CON and RPM groups consisted of total mixed ration containing 17.3 and 16.4% CP, respectively.</p></fn>
<fn id="TN8"><label>b</label><p>TP, Total protein; ALB, albumin; GLB, globulin; BUN, blood urea nitrogen; CHO, cholesterol; AST, aspartate transaminase; ALT, alanine transaminase; ALP, alkaline phosphatase.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The decline in BUN in our study accords with a previous study in which cows were fed a low-protein diet supplemented with RPM while reducing protein level (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Lower dietary CP and rumen degradable protein (RDP) are most likely to reduce the BUN concentrations in lactating dairy cows (<xref ref-type="bibr" rid="B28">28</xref>). However, reducing dietary protein should be accompanied by balancing dietary AA, especially the Lys to Met ratio, to enhance protein utilization in dairy cows (<xref ref-type="bibr" rid="B22">22</xref>), as we did in the current study by supplementing RPM in the diets. Low BUN has been associated with improved protein utilization (<xref ref-type="bibr" rid="B29">29</xref>), and reduced BUN concentrations could stimulate rumen urea transfer and increase urea transport rates (<xref ref-type="bibr" rid="B30">30</xref>). In addition, some previous studies reported that reduced BUN and MUN could promote reproductive performance in dairy cows (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>).</p></sec>
<sec>
<title>Apparent digestibility of nutrients</title>
<p>The results of the apparent digestibility of nutrients in dairy cows are shown in <xref ref-type="table" rid="T4">Table 4</xref>. The total apparent digestibility of DM, CP, NDF, ADF and ash were not affected by the treatment, despite the difference in CP levels.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Effects of supplementing with rumen-protected methionine (RPM) on the apparent digestibility of nutrients.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Item<xref ref-type="table-fn" rid="TN11"><sup>b</sup></xref> (%)</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Treatment</bold><xref ref-type="table-fn" rid="TN10"><sup><bold>a</bold></sup></xref></th>
<th valign="top" align="center"><bold>SEM</bold></th>
<th valign="top" align="center"><bold><italic>p-</italic>value</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>CON</bold></th>
<th valign="top" align="center"><bold>RPM</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">DM</td>
<td valign="top" align="center">65.09</td>
<td valign="top" align="center">64.44</td>
<td valign="top" align="center">0.32</td>
<td valign="top" align="center">0.83</td>
</tr>
<tr>
<td valign="top" align="left">CP</td>
<td valign="top" align="center">71.43</td>
<td valign="top" align="center">72.65</td>
<td valign="top" align="center">0.30</td>
<td valign="top" align="center">0.70</td>
</tr>
<tr>
<td valign="top" align="left">NDF</td>
<td valign="top" align="center">48.60</td>
<td valign="top" align="center">41.35</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">0.13</td>
</tr>
<tr>
<td valign="top" align="left">ADF</td>
<td valign="top" align="center">38.88</td>
<td valign="top" align="center">44.59</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">0.38</td>
</tr>
<tr>
<td valign="top" align="left">Ash</td>
<td valign="top" align="center">53.43</td>
<td valign="top" align="center">55.17</td>
<td valign="top" align="center">0.34</td>
<td valign="top" align="center">0.59</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN9"><label>a</label><p>Treatments CON group and RPM group consists of a total mixed ration containing 17.3 and 16.4% CP, respectively.</p></fn>
<fn id="TN10"><label>b</label><p>DM, Dry matter; CP, crude protein; NDF, neutral detergent fiber; ADF, acid detergent fiber.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Feed digestibilities of OM, NDF, and ADF have been associated with dietary CP content (<xref ref-type="bibr" rid="B11">11</xref>). Low CP (&#x0003C;15% of DM) and RDP (&#x0003C;10% of DM) concentrations can reduce NDF digestibility (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Earlier studies showed that a diet with 9% RDP lowered OM digestibility (<xref ref-type="bibr" rid="B34">34</xref>). Inadequate RDP could have a negative effect on utilizing NH<sub>3</sub>-N, then low NH<sub>3</sub>-N efficiency could reduce fiber digestion and microbial growth (<xref ref-type="bibr" rid="B35">35</xref>). However, control and RPM diets used in our research might have provided adequate RDP, 11.7 and 11%, respectively, resulting in no impact on nutrient digestibility. Our results are consistent with a previous study which showed that the apparent digestibility of DM, OM, NDF, CP and starch were not different whether or not RPM was added and RDP was adequate (10% of DM) (<xref ref-type="bibr" rid="B33">33</xref>). In line with the above-mentioned results, more urea was recycled to the rumen when dietary CP was higher than 16%, and ruminal NH<sub>3</sub>-N concentrations in <xref ref-type="table" rid="T5">Table 5</xref> were above the minimum requirement (&#x02265; 5 mg/dL) of ruminal NH<sub>3</sub>-N concentration for rumen microbial growth (<xref ref-type="bibr" rid="B36">36</xref>) to further support the findings of this study. Although a large proportion of protected methionine escaped ruminal degradation, a small fraction of methionine was still released into the rumen. Salsbury et al. (<xref ref-type="bibr" rid="B37">37</xref>) observed that unprotected supplemental methionine enhanced ruminal bacteria growth rate <italic>in vitro</italic>. So, supplemental rumen-protected methionine may change the community composition of the rumen microbiota and their metabolism, and feed digestibility will be expected to increase with the activity increasing of rumen bacteria. However, our results showed no difference on feed digestibility between RPM and CON group. They indicated that a small fraction of methionine released from the rumen-protected supplement may not have affected the growth of major bacterial species in the rumen (<xref ref-type="bibr" rid="B10">10</xref>). No effect on nutrient digestibility by supplemented RPM was observed when diet CP was higher than 16%.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>Effects of supplementing with rumen-protected methionine (RPM) on the Rumen Fermentation Products of dairy cows.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Items<xref ref-type="table-fn" rid="TN12"><sup>b</sup></xref></bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Treatment</bold><xref ref-type="table-fn" rid="TN11"><sup><bold>a</bold></sup></xref></th>
<th valign="top" align="center"><bold>SEM<xref ref-type="table-fn" rid="TN13"><sup>c</sup></xref></bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><italic><bold>p</bold></italic></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>CON</bold></th>
<th valign="top" align="center"><bold>RPM</bold></th>
<th/>
<th valign="top" align="center"><bold>Treatment</bold></th>
<th valign="top" align="center"><bold>Time</bold></th>
<th valign="top" align="center"><bold>Treatment &#x000D7; Time</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">MCP</td>
<td valign="top" align="center">116</td>
<td valign="top" align="center">135</td>
<td valign="top" align="center">5.33</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">0.56</td>
</tr>
<tr>
<td valign="top" align="left">Ammonia nitrogen (mg/dL)</td>
<td valign="top" align="center">7.85</td>
<td valign="top" align="center">9.60</td>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">0.15</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>VFA (mmol/L)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Acetate</td>
<td valign="top" align="center">38.55</td>
<td valign="top" align="center">40.48</td>
<td valign="top" align="center">1.67</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">Propionate</td>
<td valign="top" align="center">19.38</td>
<td valign="top" align="center">19.99</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">0.09</td>
</tr>
<tr>
<td valign="top" align="left">Butyrate</td>
<td valign="top" align="center">9.25</td>
<td valign="top" align="center">10.00</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.37</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">0.03</td>
</tr>
<tr>
<td valign="top" align="left">Valerate</td>
<td valign="top" align="center">1.54</td>
<td valign="top" align="center">1.45</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">0.018</td>
<td valign="top" align="center">0.10</td>
</tr>
<tr>
<td valign="top" align="left">Isobutyrate</td>
<td valign="top" align="center">1.03</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">0.74</td>
</tr>
<tr>
<td valign="top" align="left">Isovalerate</td>
<td valign="top" align="center">1.84</td>
<td valign="top" align="center">1.66</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">0.28</td>
<td valign="top" align="center">&#x0003C;0.001</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Acetate:propionate ratio</td>
<td valign="top" align="center">2.55</td>
<td valign="top" align="center">2.79</td>
<td valign="top" align="center">0.21</td>
<td valign="top" align="center">0.63</td>
<td valign="top" align="center">0.007</td>
<td valign="top" align="center">0.99</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN11"><label>a</label><p>Treatments CON and RPM groups consisted of a total mixed ration containing 17.3 and 16.4% CP, respectively.</p></fn>
<fn id="TN12"><label>b</label><p>MCP, Microbial crude protein; VFA, volatile fatty acid.</p></fn>
<fn id="TN13"><label>c</label><p>Standard error of Means.</p></fn>
</table-wrap-foot>
</table-wrap></sec>
<sec>
<title>Rumen fermentation</title>
<p>Effects of experimental diets on rumen fermentation products are shown in <xref ref-type="table" rid="T5">Table 5</xref>. The results showed that MCP in the RPM group was higher than in the CON group (<italic>p</italic> = 0.006). All rumen fermentation products were significantly affected by time (<italic>p</italic> &#x0003C; 0.05), but no differences were found between treatments. Treatment &#x000D7; time interaction effects (<italic>p</italic> &#x0003C; 0.05) were observed for ruminal butyrate and isovalerate concentrations, with cows fed RPM having higher butyrate and isovalerate concentrations 2 h after feeding, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The mean concentration of NH<sub>3</sub>-N was numerically higher in the RPM diet; however, the effect was not statistically significant.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Ruminal butyrate and isovalerate concentrations in Holstein cows fed a control diet 1 (CON) containing 17.3% CP or treatment diet containing 16.4% CP with RPM supplementation (RPM) at 0, 2, 4, and 8 h after feeding. <sup>a,b</sup>Least squares means within a row with different superscripts differ (<italic>p</italic> &#x0003C; 0.05). Bars indicate the standard error of the means.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-09-981757-g0001.tif"/>
</fig>
<p>Unprotected methionine has been demonstrated to promote rumen bacterial growth and protein synthesis <italic>in vitro</italic> (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). Although we are unsure if rumen bacterial growth rates were altered in our study, we did observe a higher ruminal MCP concentration in cows fed RPM with reduced dietary CP. Similar results were also observed in a study by other researchers, who found that MCP content could be increased <italic>in vitro</italic> by supplementing RPM (0.81 g/kg DM) in a low-protein diet (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Although no effects were found in VFA concentration during the whole experimental period, cows fed RPM had higher ruminal butyrate and isovalerate concentration 2 h after feeding, consistent with a previous animal study (<xref ref-type="bibr" rid="B39">39</xref>) and an <italic>in vitro</italic> study (<xref ref-type="bibr" rid="B13">13</xref>). Ruminal VFA production is dependent on the type of feed substrate, microbial composition, and extent of fiber degradation (<xref ref-type="bibr" rid="B40">40</xref>). Using a rumen simulation technique, Abbasi et al. (<xref ref-type="bibr" rid="B13">13</xref>) incubated rumen inoculum under high or low dietary CP conditions with or without RPM. These authors found that the abundance of <italic>Ruminococcus albus</italic> was highest under low dietary protein with high RPM. Moreover, an <italic>in sacco</italic> study utilizing methionine analogs [2-hydroxy-4-(methylthio) butanoic acid (HMB) and its isopropyl ester (HMBi)] reported higher VFA concentrations and ruminal abundance of <italic>F. succinogenes</italic> and <italic>R. flavefaciens</italic>, two important cellulolytic bacteria (<xref ref-type="bibr" rid="B41">41</xref>). The increase in ruminal butyrate and isovalerate concentration at 2 h after feeding might imply that the RPM positively affected the microbiota that ferment these VFAs. Future studies should include rumen microbial analysis to confirm these findings in animal studies.</p></sec></sec>
<sec sec-type="conclusions" id="s4">
<title>Conclusion</title>
<p>Our results demonstrated that milk yield and milk composition were not negatively impacted by the dietary CP composition. Furthermore, feeding 16.4% CP with RPM could improve nitrogen utilization, synthesis of MCP and partially increase VFA production 2 h after feeding dairy cows. More research is required to explore the mechanisms by which RPM supplementation improves rumen function in lactating dairy cows.</p></sec>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p></sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by this study was conducted at Shengsheng Dairy Farm in Luoyang City, Henan Province, China. Animal management and experimental procedures were approved by the Animal Care Committee of China Agricultural University.</p></sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>YL and YZ: conceived the idea and designed the experiments. YL and JX: implemented the experiment. JW, MK, BY, MD, and CL: performed the analysis. JW and SL: wrote the manuscript. All authors read and approved the final manuscript.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This research was supported by grants from National Key Research and Development Program of China (2018YFD0501600), and supported by Evonik (China) Co., Ltd.</p>
</sec>
<ack><p>We thank the grants from Evonik Industries AG. We also acknowledge Shengsheng Dairy Farm (Luoyang, China) for assistance during the period of animal experiment. We gratefully acknowledge the help from the staff at China Agricultural University (Beijing, China) and Henan University of Science and Technology (Luoyang, China) for help in the laboratory testing and field sampling.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>Author YZ was employed by Evonik (China) Co., Ltd. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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