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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2024.1399390</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The comparison of meat yield, quality, and flavor between small-tailed Han sheep and two crossbred sheep and the verification of related candidate genes</article-title>
</title-group>
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<name><surname>Xiao</surname> <given-names>Cheng</given-names></name>
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<name><surname>Liu</surname> <given-names>Yu</given-names></name>
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<name><surname>Zhao</surname> <given-names>Wenjun</given-names></name>
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<name><surname>Liang</surname> <given-names>Yingjia</given-names></name>
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<name><surname>Cui</surname> <given-names>Chao</given-names></name>
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<name><surname>Yang</surname> <given-names>Shaoying</given-names></name>
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<name><surname>Miao</surname> <given-names>Lisheng</given-names></name>
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<name><surname>Yuan</surname> <given-names>Zhiyu</given-names></name>
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<name><surname>Lin</surname> <given-names>Zihan</given-names></name>
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<name><surname>Zhai</surname> <given-names>Bo</given-names></name>
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<name><surname>Zhang</surname> <given-names>Lichun</given-names></name>
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<name><surname>Ma</surname> <given-names>Huihai</given-names></name>
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<name><surname>Jin</surname> <given-names>Haiguo</given-names></name>
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<name><surname>Cao</surname> <given-names>Yang</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>Institute of Animal and Veterinary Sciences, Jilin Academy of Agricultural Sciences</institution>, <addr-line>Gongzhuling</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Research Institute for Farm Animal Biology (FBN), Institute of Muscle Biology and Growth</institution>, <addr-line>Dummerstorf</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institute of Agricultural and Environmental Sciences, Rostock University</institution>, <addr-line>Rostock</addr-line>, <country>Germany</country></aff>
<aff id="aff4"><sup>4</sup><institution>College of Agriculture, YanBian University</institution>, <addr-line>Yanji</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>College of Plant Protection, Jilin Agricultural University</institution>, <addr-line>Changchun</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Xiaohui Lin, University College Dublin, Ireland</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Defu Tang, Gansu Agricultural University, China</p>
<p>Zhidong Zhao, Gansu Agricultural University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Yang Cao <email>caoyang003&#x00040;163.com</email></corresp>
<fn fn-type="equal" id="fn001"><p>&#x02020;These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn002"><p>&#x02021;ORCID: Cheng Xiao <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-7014-2405">orcid.org/0000-0002-7014-2405</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>08</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1399390</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>07</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Xiao, Liu, Zhao, Liang, Cui, Yang, Fang, Miao, Yuan, Lin, Zhai, Zhao, Zhang, Ma, Jin and Cao.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Xiao, Liu, Zhao, Liang, Cui, Yang, Fang, Miao, Yuan, Lin, Zhai, Zhao, Zhang, Ma, Jin and Cao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>In Northeast China, Dorper and Australian White rams are commonly crossbred with small-tailed Han (STH) ewes to improve the offspring&#x00027;s meat yield and quality. However, the differences in traits and the flavor between the crossbred sheep and STH sheep remain unclear. In addition, the candidate genes potentially influencing the meat quality in the three sheep breeds require further verification.</p>
</sec>
<sec>
<title>Methods</title>
<p>A total of 18 2-month-old healthy rams were raised over a period of 5 months, which included 6 STH, 6 Dorper and small-tailed Han crossbred (Do &#x000D7; STH), and 6 Australian white and small-tailed Han crossbred (Au &#x000D7; STH) offspring. The differences in slaughter, meat quality traits, fatty acid and amino acid composition in the muscular <italic>longissimus dorsi</italic> (MLD), and volatile compounds in the semitendinosus muscle were compared between the sheep breeds. The candidate genes related to intramuscular fat (IMF) content and fatty acids were validated.</p>
</sec>
<sec>
<title>Results</title>
<p>The results of this study revealed that the crossbred sheep had higher body weight, carcass weight, bone weight, net meat weight, and IMF content than the STH sheep (<italic>p</italic> &#x0003C; 0.05). The Do &#x000D7; STH offspring had a higher pH value (24 h), moisture content, and cooking percentage; they also had redder and brighter meat color. The content of myristate, palmitic, and margaric acids in the crossbred sheep was higher than that in the STH sheep (<italic>p</italic> &#x0003C; 0.05). The Do &#x000D7; STH offspring had the highest saturated fatty acid content (<italic>p</italic> &#x0003C; 0.05). The Au &#x000D7; STH offspring had the highest protein content (<italic>p</italic> &#x0003C; 0.05). The arachidonic acid and amino acid (Asp, Ala, Ile, Leu, Lys, Thr, and essential amino acid) contents were higher in the STH sheep than in the crossbred sheep (<italic>p</italic> &#x0003C; 0.05). The odor activity value (OAV) analysis showed that most of the aldehydes in the Au &#x000D7; STH offspring had higher values. The <italic>PDK4</italic> gene expression was positively associated with the IMF content and was negatively correlated with the linoleic acid content in the Do &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05). The <italic>TMEM273</italic> gene expression was positively associated with linoleic and arachidonic acid contents and was negatively correlated with oleic and palmitic acid contents in the Do &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05).</p>
</sec>
<sec>
<title>Discussion</title>
<p>The results showed the differences between the crossbred sheep and STH sheep and provided the candidate genes related to meat quality in sheep.</p>
</sec></abstract>
<kwd-group>
<kwd>small-tailed Han sheep</kwd>
<kwd>crossbred sheep</kwd>
<kwd>meat yield</kwd>
<kwd>quality</kwd>
<kwd>volatile compound</kwd>
<kwd><italic>PDK4</italic> gene</kwd>
<kwd><italic>TMEM273</italic> gene</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="8"/>
<equation-count count="0"/>
<ref-count count="81"/>
<page-count count="13"/>
<word-count count="10860"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Food Science Technology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>With the rise in economic levels and the changes in dietary habits of society, mutton has become popular with consumers for its tenderness, flavor, and nutrition. Small-tailed Han (STH) sheep are widely raised in northeast China due to their high fecundity and environmental acceptability (<xref ref-type="bibr" rid="B1">1</xref>). However, the meat yield and quality of STH sheep are lower than that of Dorper and Australian White sheep, and they cannot meet the demands of the local markets (<xref ref-type="bibr" rid="B2">2</xref>). Dorper sheep, a South African breed, have high meat yield and quality (<xref ref-type="bibr" rid="B3">3</xref>). Australian White sheep are also a famous breed with high meat quality (<xref ref-type="bibr" rid="B4">4</xref>). In Northeast China, these two breeds, Dorper and Australian White sheep, are commonly crossbred with STH sheep to improve the meat yield and quality of the offspring. The flavor of mutton is considered a vital factor affecting consumers&#x00027; purchase decisions. The composition of fatty acids, amino acids, and inosinic acids in mutton plays a significant role in providing rich taste and synthesizing a variety of volatile compounds that affect the odor of mutton. These compounds are produced through the Maillard and Strecker reaction (<xref ref-type="bibr" rid="B5">5</xref>). The differences in slaughter and meat quality traits, fatty acid and amino acid composition, and volatile compounds between the crossbred sheep and STH sheep remain unclear, and addressing how to continuously improve the meat quality in crossbred sheep has become a crucial problem.</p>
<p>Many factors affect the quality traits of mutton, including breed, gender, genetics, nutrition, and environment (<xref ref-type="bibr" rid="B6">6</xref>&#x02013;<xref ref-type="bibr" rid="B10">10</xref>). Among these traits, genetics plays a vital role in determining mutton quality traits under the same feeding condition. Lipid metabolism-related regulatory genes or proteins affect adipocyte differentiation and fat accumulation and regulate intramuscular fat (IMF) content and meat quality in livestock, such as <italic>PPARG, CEBPA</italic>, and <italic>LPL</italic>, among others (<xref ref-type="bibr" rid="B11">11</xref>&#x02013;<xref ref-type="bibr" rid="B13">13</xref>). However, these genes in various breeds or species may not have similar functions of phenotype regulation. For example, the <italic>PPARG</italic> gene expression or its existing single nucleotide polymorphism (SNP) sites are associated with the IMF content in cattle (<xref ref-type="bibr" rid="B14">14</xref>), but there is no relationship with other breeds or species (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Thus, exploring novel candidate genes related to the IMF content or fatty acid composition in certain breeds is an efficient way to improve meat quality at the molecular plane.</p>
<p><italic>Pyruvate dehydrogenase kinase 4</italic> (<italic>PDK4</italic>) inhibits pyruvate dehydrogenase complex (PDC) activation to determine which glucose or fatty acid oxidation provides body energy (<xref ref-type="bibr" rid="B17">17</xref>) and affects lipid metabolism (<xref ref-type="bibr" rid="B18">18</xref>). A study reported that an SNP site at the ninth intron of the <italic>PDK4</italic> gene was associated with the IMF content in pigs (<xref ref-type="bibr" rid="B19">19</xref>). Another study found that the <italic>PDK4</italic> gene expression increased in pigs with high IMF content and chickens with high body weight (<xref ref-type="bibr" rid="B20">20</xref>). The association of the <italic>PDK4</italic> gene with the IMF content or fatty acid composition in sheep remains unknown. Trans-membrane family proteins promote the interaction of the endoplasmic reticulum and the mitochondria membrane and affect lipid droplet formation and accumulation (<xref ref-type="bibr" rid="B21">21</xref>), of which the <italic>TMEM41B</italic> gene participates in lipid droplet formation (<xref ref-type="bibr" rid="B22">22</xref>). The <italic>TMEM273</italic> gene, a member of the trans-membrane family, has a molecular structure similar to that of other proteins in the family. However, fewer studies concerning the <italic>TMEM273</italic> gene and lipid metabolism have been reported. Therefore, this study aimed to compare the differences in slaughter and meat quality traits, fatty acid and amino acid composition, and volatile compounds between the crossbred sheep and STH sheep. Additionally, it sought to explore whether the <italic>PDK4</italic> or <italic>TMEM273</italic> gene expression in the <italic>longissimus dorsi</italic> muscle correlates with the IMF content or fatty acid composition in sheep. The results of this study may promote an understanding of the differences between crossbred sheep and STH sheep and provide new insights into improving the IMF content or meat quality in sheep.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Animals</title>
<p>Six 2-month-old healthy male small-tailed Han (STH) sheep, six F1 generation of Dorper and small-tailed Han crossbred sheep (Do &#x000D7; STH sheep), and six F1 generation of Australian white and small-tailed Han crossbred sheep (Au &#x000D7; STH sheep) were obtained from the Jilin Academy of Agricultural Sciences. They were raised over a period of 5 months in independent pens under a constant temperature condition and fed the same diet recommended by the &#x0201C;China meat sheep feed standard.&#x0201D; The sheep were injected with the required medicine to expel parasites, and their feeding conditions were adjusted for a week before the experiments began. The sheep were fed twice a day with concentrates and hay at a ratio of 4:6 and were given free access to water. After 5 months, the sheep were made to fast for 12 h, after which they were stunned with a pistol, hung, bled, eviscerated, and split. The muscular <italic>longissimus dorsi</italic> (MLD) was sampled to measure the meat quality traits, fatty acid composition, and amino acid composition; the semitendinosus muscle was sampled to detect the composition of volatile compounds. All procedures involving animals, as well as welfare and ethical considerations, were approved by the Committee for the Ethics of Animal Experiments under AWEC 2019A05 on 16 May 2019.</p>
</sec>
<sec>
<title>Slaughter traits</title>
<p>The body weight of the sheep was weighed and recorded after a 12-h fast. After slaughter, the weights of the head, hooves, carcass, <italic>longissimus dorsi</italic> muscle, tare, liver, heart, lungs, spleen, kidneys, tail fat, and gut fat were measured and recorded. Then, the separated meat and bone were used to measure the net meat weight and calculate the net meat percentage, dressing percentage, and bone/meat ratio.</p>
</sec>
<sec>
<title>Intramuscular fat content and meat quality trait measurement</title>
<p>After slaughter, the muscular <italic>longissimus dorsi</italic> (MLD) was taken from the left side at the 12th and 13th rib area 45 min postmortem to measure the intramuscular fat (IMF) content and other meat traits. The IMF content was measured using a Soxhlet extractor method in accordance with the Chinese standards for the measurement of fat content within food (GB 5009.3-2016). The sample included 5 g of ground meat, and petroleum ether was used as an organic solvent (Sigma-Aldrich, 32248, St. Louis, MO, USA). The meat color was described using three different color parameters, including brightness (L<sup>&#x0002A;</sup>), redness (a<sup>&#x0002A;</sup>), and yellowness (b<sup>&#x0002A;</sup>), at 1 h and 24 h postmortem, following the method described by Costa et al. (<xref ref-type="bibr" rid="B23">23</xref>). A sample of 100 g of meat was hung for 24 h and 48 h under a constant temperature condition to record the remaining weight and calculate the drip loss percentage. A sample of 100 g of meat without adipose and connective tissues was cooked to calculate the cooking percentage following the method described by Mao et al. (<xref ref-type="bibr" rid="B24">24</xref>). The share force, moisture content, and pH value (24 h) of the sample were measured following the method described by Mao et al. (<xref ref-type="bibr" rid="B24">24</xref>). The measurement of protein content and the analysis of texture were performed by the Jilin Ministry of the Agriculture and Rural Quality Testing Center (Changchun, China). All trial samples had three biological replicates.</p>
</sec>
<sec>
<title>Fatty acid composition detection</title>
<p>A 2-g of the sample from the MLD was homogenized with 2 mL of nonadecanoic acid, an internal standard, and then 10 mL of hydrochloric acid was added to the sample; the mixture was incubated in a water bath pot in a flask at 70&#x000B0;C for 40 min. The hydrolysate was placed in another flask, and 25 mL of methyl ether and petroleum ether were added to the mixture at a ratio of 1:1 (Sigma-Aldrich, 32248, St. Louis, MO, USA). Then, the mixture was concentrated into a powder using a rotary evaporator (Great Wall, R-2050Ex, Zhengzhou, China) at 40&#x000B0;C. The powder was treated with 8 mL of 2% sodium methoxide and 7 mL of 15% boron trifluoride to form fatty acid methyl esters (FAME), and it was extracted with 20 mL of n-heptane to analyze fatty acid composition using a capillary gas chromatograph and mass spectrometer (Agilent 7890A-5975C GC/MS, Santa Clara, CA, USA) with a column (HP-5MS, 60 m &#x000D7; 250 &#x003BC;m &#x000D7; 0.25 &#x003BC;m, Santa Clara, CA, USA). The detailed procedure was conducted according to the Chinese standards for the measurement of fatty acid composition within foods (GB 5009.168-2016) and following the method described by Kalbe et al. (<xref ref-type="bibr" rid="B25">25</xref>).</p>
</sec>
<sec>
<title>Amino acid composition detection</title>
<p>A 300 mg of meat sample from the MLD was homogenized and dissolved in 10 mL of 6 mol/L HCl Sigma-Aldrich, 32248, St Louis, MO, USA) and 0.1% phenol (Sigma) at 110&#x000B0;C for 22 h. The hydrolysate was concentrated into a powder using a rotary evaporator (Great Wall, R-2050Ex, Zhengzhou, China) at 40&#x000B0;C. Then, 2 mL of sodium citrate (Sigma), with a pH value of 2.2, was used to dilute the powder for analyzing amino acid composition using the liquid chromatograph and mass spectrometer (Agilent, 6500 LC/MS). The detailed procedure was conducted according to the Chinese standards for the measurement of amino acid composition within foods (GB 5009.124-2016) and following the method described by Belhaj et al. (<xref ref-type="bibr" rid="B26">26</xref>). Norleucine is the internal standard. All trial samples had three biological replicates.</p>
</sec>
<sec>
<title>Detection of volatile compounds</title>
<p>A 1.5 g of ground meat sample from the semitendinosus muscle in a 20 mL sealed extraction flask (Supelco, 57330-U) with 5 mL of NaCl and 50 &#x003BC;L of 0.05 mg/mL trimethylpyridine (Sigma), an internal standard, was subjected to magnetic stirring at 500 rpm speed in an 85&#x000B0;C water bath pot for 40 min. The extraction catheter (Supelco, 57348-U) collected volatile flavor substances from the sample in the extraction flask into the gas chromatograph and mass spectrometer (Agilent 7890A-5975C GC/MS, Santa Clara, CA, USA) with a HP-5MS column (60 m &#x000D7; 250 &#x003BC;m &#x000D7; 0.25 &#x003BC;m, Santa Clara, CA, USA) to analyze the volatile compounds. Helium, a carrier gas, flows at a speed rate of 1.0 mL/min, at an input device temperature of 250&#x000B0;C, at a pressure of 14.87 Pa, and at a split ratio of 1:1. The heating conditions were as follows: 40&#x000B0;C for 3 min, heated to 150&#x000B0;C at a rate of 4&#x000B0;C/min and held for 1 min, further heated to 200&#x000B0;C at a rate of 5&#x000B0;C/min, and then heated to 230&#x000B0;C at a rate of 20&#x000B0;C/min and held for 5 min. The ion source temperature was set at 250&#x000B0;C, the MS transmission line temperature was set at 250&#x000B0;C, and the MASS scanning range was m/z 30 &#x0007E; 400. An odor activity value (OAV) was calculated according to the formula, OAV = Compounds concentration/its odor threshold, to reveal the vital volatile compounds in the different sheep breeds. Higher OAV values of compounds play a crucial role in affecting the meat odor.</p>
</sec>
<sec>
<title>Total RNA isolation, cDNA reverse, and qPCR verification</title>
<p>The total RNA of the sample from the MLD was isolated using the TRIzol reagent following the manufacturer&#x00027;s instruction (Thermo Fisher Scientific), and then, the RNA was reversed into cDNA following the procedure described in a previous study (<xref ref-type="bibr" rid="B27">27</xref>). The expression of the <italic>PPARG, PDK4</italic>, and <italic>TMEM273</italic> genes was detected by conducting a qPCR test using the Roche LightCycler<sup>&#x000AE;</sup> 480 (Roche Applied Science) device, following the protocol described in a previous study (<xref ref-type="bibr" rid="B27">27</xref>), and considering the <italic>GAPDH</italic> gene as the reference control. The primer sequences were synthesized by GenePharma Company, Shanghai (<xref ref-type="table" rid="T1">Table 1</xref>). All trial samples had three biological replicates.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Primer sequences for the qPCR test.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Genes</bold></th>
<th valign="top" align="left"><bold>Primer sequence 5<sup>&#x02032;</sup> &#x02192; 3<sup>&#x02032;</sup></bold></th>
<th valign="top" align="left"><bold>Product length/bp</bold></th>
<th valign="top" align="left"><bold>Gene ID</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">PDK4</td>
<td valign="top" align="left">F: 5&#x02032;-GAAAACGCATGTGAAAGAACCTC&#x02212;3&#x02032;</td>
<td valign="top" align="left">198 bp</td>
<td valign="top" align="left">XM_004007738.6</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">R: 5&#x02032;-CTTTTGGTCCTCTGGGCTTTT&#x02212;3&#x02032;</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">PPARG</td>
<td valign="top" align="left">F: 5&#x02032;-CCGTGGACCTTTCTATGATGG-3&#x02032;</td>
<td valign="top" align="left">193 bp</td>
<td valign="top" align="left">NM_001100921.1</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">R: 5&#x02032;-TACAGGCTCCACTTTGATTGC-3&#x02032;</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">TMEM273</td>
<td valign="top" align="left">F: 5&#x02032;-AGAACGCTGACTGTCCTCCTC-3&#x02032;</td>
<td valign="top" align="left">128 bp</td>
<td valign="top" align="left">XM_060406374.1</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">R: 5&#x02032;-ATGGCGATGCCCACAGCA-3&#x02032;</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">GAPDH</td>
<td valign="top" align="left">F: 5&#x02032;-TCCACGGCACAGTCAAGG-3&#x02032;</td>
<td valign="top" align="left">228 bp</td>
<td valign="top" align="left">NM_001190390.1</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">R: 5&#x02032;-CACGCCCATCACAAACAT-3&#x02032;</td>
<td/>
<td/>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Statistical analysis</title>
<p>The experimental data were described as mean &#x000B1; SEM and were analyzed using SPSS 17.0 software. The Student&#x00027;s <italic>t</italic>-test model was used to compare the data of two groups, while the one-way ANOVA model was used to compare the data of multiple groups. The correlation of the IMF content and fatty acid composition in all samples was compared first. Then, the gene expression, the IMF content, and the fatty acid composition in each group were compared using the Pearson model (paired) in SPSS 17.0 software.</p>
<p>The figures were illustrated using GraphPad Prism 6.0 software. Statistical significance levels were set at a <italic>p</italic>-value of &#x0003C; 0.05. Original images and data are shown in the <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>The crossbred sheep had higher meat yield than the STH sheep</title>
<p>A total of 18 experimental sheep, raised 5 months later, showed different body and carcass weights. The Do &#x000D7; STH offspring and the Au &#x000D7; STH offspring had higher body and carcass weights than the STH sheep (<italic>p</italic> &#x0003C; 0.05). However, no significant differences were observed between the Do &#x000D7; STH offspring and the Au &#x000D7; STH offspring (<italic>p</italic> &#x0003E; 0.05) (<xref ref-type="fig" rid="F1">Figure 1</xref>). The crossbred sheep had higher net meat weight than the STH sheep (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T2">Table 2</xref>). In addition, the weight of the hooves, bones, lungs, spleen, kidneys, and gut fat was higher in the crossbred sheep than in the STH sheep, especially, in the Do &#x000D7; STH offspring (<italic>p</italic> &#x0003C; 0.05). Contrarily, the tail fat weight and the bone/meat ratio in the STH sheep were higher than those in the crossbred sheep (<italic>p</italic> &#x0003C; 0.05). The weight of the head, tare, liver, heart, and the <italic>longissimus dorsi</italic> muscle, the net meat weight, and the dressing percentage had no significant changes between the groups (<italic>p</italic> &#x0003E; 0.05). The results suggest that the crossbred sheep possessed higher meat yield and a faster growth rate compared to the STH sheep during the same feeding period and under the same feeding condition. The details are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>The comparison of the body and carcass weight between the groups. The body and carcass weights in the small-tailed Han (STH) sheep, in the offspring of the Dorper and STH (Do &#x000D7; STH) sheep, and in the offspring of the Australian white and STH (Au &#x000D7; STH) sheep. The different letters represent significant changes (<italic>p</italic> &#x0003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-11-1399390-g0001.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>The slaughter traits between the groups.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Traits</bold></th>
<th valign="top" align="center" colspan="3"><bold>Breeds (Mean</bold> &#x000B1;<bold>SEM)</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td valign="top" align="center"><bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Do</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Au</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Head weight (Kg)</td>
<td valign="top" align="center">2.57 &#x000B1; 0.15</td>
<td valign="top" align="center">2.28 &#x000B1; 0.31</td>
<td valign="top" align="center">2.53 &#x000B1; 0.05</td>
</tr>
<tr>
<td valign="top" align="left">Hooves weight (Kg)</td>
<td valign="top" align="center">0.80 &#x000B1; 0.04<sup>b</sup></td>
<td valign="top" align="center">0.98 &#x000B1; 0.07<sup>ab</sup></td>
<td valign="top" align="center">1.05 &#x000B1; 0.04<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">Tare weight (Kg)</td>
<td valign="top" align="center">3.22 &#x000B1; 0.19</td>
<td valign="top" align="center">3.78 &#x000B1; 0.26</td>
<td valign="top" align="center">3.75 &#x000B1; 0.28</td>
</tr>
<tr>
<td valign="top" align="left">Bone weight (Kg)</td>
<td valign="top" align="center">3.33 &#x000B1; 0.10<sup>b</sup></td>
<td valign="top" align="center">4.17 &#x000B1; 0.37<sup>a</sup></td>
<td valign="top" align="center">4.48 &#x000B1; 0.21<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">Liver and heart weight (Kg)</td>
<td valign="top" align="center">0.63 &#x000B1; 0.02</td>
<td valign="top" align="center">0.82 &#x000B1; 0.08</td>
<td valign="top" align="center">0.78 &#x000B1; 0.03</td>
</tr>
<tr>
<td valign="top" align="left">Kidney weight (Kg)</td>
<td valign="top" align="center">0.18 &#x000B1; 0.03<sup>b</sup></td>
<td valign="top" align="center">0.32 &#x000B1; 0.04<sup>ab</sup></td>
<td valign="top" align="center">0.35 &#x000B1; 0.04<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">Lung weight (Kg)</td>
<td valign="top" align="center">0.55 &#x000B1; 0.04<sup>b</sup></td>
<td valign="top" align="center">0.78 &#x000B1; 0.09<sup>a</sup></td>
<td valign="top" align="center">0.7 &#x000B1; 0.03<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left">Spleen weight (Kg)</td>
<td valign="top" align="center">0.04 &#x000B1; 0.002<sup>b</sup></td>
<td valign="top" align="center">0.10 &#x000B1; 0.01<sup>a</sup></td>
<td valign="top" align="center">0.07 &#x000B1; 0.01<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left">Gut fat (Kg)</td>
<td valign="top" align="center">0.09 &#x000B1; 0.02<sup>b</sup></td>
<td valign="top" align="center">0.32 &#x000B1; 0.07<sup>a</sup></td>
<td valign="top" align="center">0.25 &#x000B1; 0.06<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left">Tail fat (Kg)</td>
<td valign="top" align="center">0.40 &#x000B1; 0.06<sup>a</sup></td>
<td valign="top" align="center">0.19 &#x000B1; 0.03<sup>b</sup></td>
<td valign="top" align="center">0.30 &#x000B1; 0.05<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Longissimus dorsi</italic> weight (Kg)</td>
<td valign="top" align="center">1.06 &#x000B1; 0.06</td>
<td valign="top" align="center">0.94 &#x000B1; 0.10</td>
<td valign="top" align="center">0.99 &#x000B1; 0.05</td>
</tr>
<tr>
<td valign="top" align="left">Net meat weight (Kg)</td>
<td valign="top" align="center">11.01 &#x000B1; 0.45<sup>b</sup></td>
<td valign="top" align="center">16.71 &#x000B1; 1.83<sup>a</sup></td>
<td valign="top" align="center">16.78 &#x000B1; 0.75<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">Net meat percentage</td>
<td valign="top" align="center">0.32 &#x000B1; 0.01</td>
<td valign="top" align="center">0.35 &#x000B1; 0.01</td>
<td valign="top" align="center">0.34 &#x000B1; 0.01</td>
</tr>
<tr>
<td valign="top" align="left">Bone/meat</td>
<td valign="top" align="center">0.31 &#x000B1; 0.01<sup>a</sup></td>
<td valign="top" align="center">0.25 &#x000B1; 0.01<sup>b</sup></td>
<td valign="top" align="center">0.27 &#x000B1; 0.01<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">Dressing percentage</td>
<td valign="top" align="center">0.43 &#x000B1; 0.01</td>
<td valign="top" align="center">0.47 &#x000B1; 0.01</td>
<td valign="top" align="center">0.47 &#x000B1; 0.01</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred. <sup>a, b</sup>different superscript letters indicate significant differences among groups (<italic>P</italic> &#x0003C; 0.05).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>The do &#x000D7; STH offspring had higher IMF content and meat quality traits</title>
<p>The crossbred sheep had higher IMF content than the STH sheep (<italic>p</italic> &#x0003C; 0.05), but no significant differences were observed between the Do &#x000D7; STH offspring and Au &#x000D7; STH offspring (<italic>p</italic> &#x0003E; 0.05) (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The Au &#x000D7; STH offspring had the highest protein content, followed by the STH sheep and the Do &#x000D7; STH offspring (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Inosinic acid influences the freshness and taste of meat (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>), but no significant changes were observed in the content between the groups (<italic>p</italic> &#x0003E; 0.05) in this study (<xref ref-type="fig" rid="F2">Figure 2C</xref>). No significant differences were observed in the meat color at 1 h among the groups (<italic>p</italic> &#x0003E; 0.05). At 24 h, the crossbred sheep had a redder meat color than the STH sheep, and the STH sheep had a brighter meat color than the Au &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T3">Table 3</xref>). No significant changes were observed in drip loss (24 or 48 h) and shear force between the groups (<italic>p</italic> &#x0003E; 0.05). The Do &#x000D7; STH sheep and STH sheep had higher moisture content and pH values (24 h) than the Au &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05). The Do &#x000D7; STH sheep had a higher cooking percentage than the STH sheep (<italic>p</italic> &#x0003C; 0.05). The meat elasticity was higher in the STH sheep than that in the Do &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05). These results suggested that the Do &#x000D7; STH crossbred sheep group may have higher meat quality traits than the other groups due to their brighter and redder meat color, higher pH values at 24 h, higher IMF content, higher moisture content, and higher cooking percentage. The Au &#x000D7; STH crossbred sheep had higher IMF and protein content, along with a redder meat color; however, the remaining meat traits of the Au &#x000D7; STH crossbred sheep were lower than those observed in the other groups. The details are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 2</xref>.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>The comparison of the IMF, protein, and inosinic acid content in the MLD between the groups. <bold>(A)</bold> The intramuscular fat content in the STH sheep, in the offspring of the Do &#x000D7; STH sheep, and in the offspring of the Au &#x000D7; STH sheep. <bold>(B)</bold> The protein content in the STH sheep, in the offspring of the Do &#x000D7; STH sheep, and in the offspring of the Au &#x000D7; STH sheep. <bold>(C)</bold> The inosinic acid content in the STH sheep, in the offspring of the Do &#x000D7; STH sheep, and in the offspring of the Au &#x000D7; STH sheep. The different letters represent significant changes (<italic>p</italic> &#x0003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-11-1399390-g0002.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>The meat quality traits between the groups.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Traits</bold></th>
<th valign="top" align="center" colspan="3"><bold>Breeds (Mean</bold> &#x000B1;<bold>SEM)</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td valign="top" align="center"><bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Do</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Au</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Color (L<sup>&#x0002A;</sup> 1 h)</td>
<td valign="top" align="center">36.94 &#x000B1; 0.60</td>
<td valign="top" align="center">36.77 &#x000B1; 0.70</td>
<td valign="top" align="center">34.60 &#x000B1; 1.51</td>
</tr>
<tr>
<td valign="top" align="left">Color (L <sup>&#x0002A;</sup>24 h)</td>
<td valign="top" align="center">45.02 &#x000B1; 1.02<sup>a</sup></td>
<td valign="top" align="center">43.39 &#x000B1; 1.09<sup>ab</sup></td>
<td valign="top" align="center">41.41 &#x000B1; 0.23<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">Color (a<sup>&#x0002A;</sup> 1 h)</td>
<td valign="top" align="center">14.29 &#x000B1; 0.83</td>
<td valign="top" align="center">15.83 &#x000B1; 0.82</td>
<td valign="top" align="center">16.47 &#x000B1; 1.05</td>
</tr>
<tr>
<td valign="top" align="left">Color (a<sup>&#x0002A;</sup> 24 h)</td>
<td valign="top" align="center">14.70 &#x000B1; 0.72<sup>b</sup></td>
<td valign="top" align="center">18.21 &#x000B1; 0.66<sup>a</sup></td>
<td valign="top" align="center">17.09 &#x000B1; 0.91<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="left">Color (b<sup>&#x0002A;</sup> 1 h)</td>
<td valign="top" align="center">5.35 &#x000B1; 0.29</td>
<td valign="top" align="center">5.51 &#x000B1; 0.47</td>
<td valign="top" align="center">5.42 &#x000B1; 0.47</td>
</tr>
<tr>
<td valign="top" align="left">Color (b<sup>&#x0002A;</sup> 24 h)</td>
<td valign="top" align="center">11.25 &#x000B1; 0.53</td>
<td valign="top" align="center">12.67 &#x000B1; 0.31</td>
<td valign="top" align="center">11.92 &#x000B1; 0.43</td>
</tr>
<tr>
<td valign="top" align="left">pH value (24 h)</td>
<td valign="top" align="center">5.80 &#x000B1; 0.05<sup>a</sup></td>
<td valign="top" align="center">5.60 &#x000B1; 0.07<sup>a</sup></td>
<td valign="top" align="center">5.34 &#x000B1; 0.10<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">Drip loss 24 h</td>
<td valign="top" align="center">2.25 &#x000B1; 0.59</td>
<td valign="top" align="center">1.67 &#x000B1; 0.27</td>
<td valign="top" align="center">1.31 &#x000B1; 0.24</td>
</tr>
<tr>
<td valign="top" align="left">Drip loss 48 h</td>
<td valign="top" align="center">2.95 &#x000B1; 0.55</td>
<td valign="top" align="center">2.70 &#x000B1; 0.35</td>
<td valign="top" align="center">1.98 &#x000B1; 0.34</td>
</tr>
<tr>
<td valign="top" align="left">Shear force (N)</td>
<td valign="top" align="center">33.83 &#x000B1; 9.82</td>
<td valign="top" align="center">39.03 &#x000B1; 6.06</td>
<td valign="top" align="center">49.01 &#x000B1; 7.18</td>
</tr>
<tr>
<td valign="top" align="left">Moisture content (%)</td>
<td valign="top" align="center">77.14 &#x000B1; 0.31<sup>a</sup></td>
<td valign="top" align="center">76.14 &#x000B1; 0.38<sup>a</sup></td>
<td valign="top" align="center">73.22 &#x000B1; 0.59<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left">Cooking percentage (%)</td>
<td valign="top" align="center">54.71 &#x000B1; 0.70<sup>b</sup></td>
<td valign="top" align="center">57.35 &#x000B1; 0.74<sup>a</sup></td>
<td valign="top" align="center">55.34 &#x000B1; 0.90<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left">Adhesive force (N)</td>
<td valign="top" align="center">0.10 &#x000B1; 0.02</td>
<td valign="top" align="center">0.22 &#x000B1; 0.06</td>
<td valign="top" align="center">0.15 &#x000B1; 0.02</td>
</tr>
<tr>
<td valign="top" align="left">Coherency</td>
<td valign="top" align="center">0.47 &#x000B1; 0.01</td>
<td valign="top" align="center">0.42 &#x000B1; 0.03</td>
<td valign="top" align="center">0.43 &#x000B1; 0.02</td>
</tr>
<tr>
<td valign="top" align="left">Elasticity</td>
<td valign="top" align="center">0.66 &#x000B1; 0.01<sup>a</sup></td>
<td valign="top" align="center">0.61 &#x000B1; 0.02<sup>b</sup></td>
<td valign="top" align="center">0.64 &#x000B1; 0.01<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left">Caking property (N)</td>
<td valign="top" align="center">&#x02212;0.13 &#x000B1; 0.02</td>
<td valign="top" align="center">&#x02212;0.25 &#x000B1; 0.07</td>
<td valign="top" align="center">&#x02212;0.17 &#x000B1; 0.01</td>
</tr>
<tr>
<td valign="top" align="left">Viscidity (N)</td>
<td valign="top" align="center">26.34 &#x000B1; 2.39</td>
<td valign="top" align="center">56.31 &#x000B1; 14.13</td>
<td valign="top" align="center">38.34 &#x000B1; 6.71</td>
</tr>
<tr>
<td valign="top" align="left">Mastication (N)</td>
<td valign="top" align="center">17.65 &#x000B1; 1.80</td>
<td valign="top" align="center">34.35 &#x000B1; 8.44</td>
<td valign="top" align="center">24.68 &#x000B1; 4.45</td>
</tr>
<tr>
<td valign="top" align="left">Hardness (N)</td>
<td valign="top" align="center">12.04 &#x000B1; 1.11</td>
<td valign="top" align="center">22.47 &#x000B1; 4.98</td>
<td valign="top" align="center">15.53 &#x000B1; 2.52</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred. <sup>a, b</sup>different superscript letters indicate significant differences among groups (<italic>P</italic> &#x0003C; 0.05).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Fatty acid profile analysis</title>
<p>Fatty acids are the main components of triglycerides (TG) and play crucial biological functions in adipogenesis and TG accumulation (<xref ref-type="bibr" rid="B30">30</xref>). The fatty acid content and composition in mutton affect the flavor, nutrients, and meat quality (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Therefore, the fatty acid profiles in the muscular <italic>longissimus dorsi</italic> (MLD) were detected, and the results demonstrated that the crossbred sheep had a higher content of myristate, palmitic, and margaric acids compared to the STH sheep (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T4">Table 4</xref>). No significant differences were observed between the Do &#x000D7; STH offspring and the Au &#x000D7; STH offspring (<italic>p</italic> &#x0003E; 0.05). The Do &#x000D7; STH offspring had a higher content of saturated fatty acids than the STH sheep (<italic>p</italic> &#x0003C; 0.05). However, the STH sheep had a higher content of arachidonic acid than the Do &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05). No significant differences were observed in palmitoleic acid, stearic acid, oleic acid, or linoleic acid between the groups (<italic>p</italic> &#x0003E; 0.05). Saturated fatty acids and monounsaturated fatty acids are closely correlated with meat flavor (<xref ref-type="bibr" rid="B33">33</xref>); the crossbred sheep may have better meat flavor than the STH sheep. The details are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 3</xref>.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>The fatty acid composition between the groups.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Fatty acid categories</bold></th>
<th valign="top" align="center"><bold>Fatty acid percentage (mg/10g)</bold></th>
<th valign="top" align="center" colspan="3"><bold>Breeds (Mean</bold> &#x000B1;<bold>SEM)</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td/>
<td valign="top" align="center"><bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Do</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Au</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Saturated</td>
<td valign="top" align="center">Myristate</td>
<td valign="top" align="center">1.26 &#x000B1; 0.10<sup>b</sup></td>
<td valign="top" align="center">1.72 &#x000B1; 0.04<sup>a</sup></td>
<td valign="top" align="center">1.92 &#x000B1; 0.04<sup>a</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Palmitic acid</td>
<td valign="top" align="center">20.45 &#x000B1; 0.89<sup>b</sup></td>
<td valign="top" align="center">23.82 &#x000B1; 0.70<sup>a</sup></td>
<td valign="top" align="center">24.60 &#x000B1; 0.60<sup>a</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Margaric acid</td>
<td valign="top" align="center">0.92 &#x000B1; 0.06<sup>b</sup></td>
<td valign="top" align="center">1.48 &#x000B1; 0.13<sup>a</sup></td>
<td valign="top" align="center">1.33 &#x000B1; 0.09<sup>a</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Stearic acid</td>
<td valign="top" align="center">21.33 &#x000B1; 0.83</td>
<td valign="top" align="center">20.43 &#x000B1; 1.06</td>
<td valign="top" align="center">19.07 &#x000B1; 0.85</td>
</tr>
<tr>
<td valign="top" align="left">Monounsaturated</td>
<td valign="top" align="center">Palmitoleic acid</td>
<td valign="top" align="center">1.42 &#x000B1; 0.06</td>
<td valign="top" align="center">1.51 &#x000B1; 0.10</td>
<td valign="top" align="center">1.73 &#x000B1; 0.06</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Oleic acid</td>
<td valign="top" align="center">37.10 &#x000B1; 1.65</td>
<td valign="top" align="center">38.77 &#x000B1; 1.27</td>
<td valign="top" align="center">39.90 &#x000B1; 0.73</td>
</tr>
<tr>
<td valign="top" align="left">Polyunsaturated</td>
<td valign="top" align="center">Linoleic acid</td>
<td valign="top" align="center">12.87 &#x000B1; 2.05</td>
<td valign="top" align="center">8.78 &#x000B1; 1.10</td>
<td valign="top" align="center">8.34 &#x000B1; 0.59</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Arachidonic acid</td>
<td valign="top" align="center">3.80 &#x000B1; 0.52<sup>a</sup></td>
<td valign="top" align="center">2.14 &#x000B1; 0.37<sup>b</sup></td>
<td valign="top" align="center">2.38 &#x000B1; 0.28<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Saturated fatty acid</td>
<td valign="top" align="center">43.96 &#x000B1; 1.01<sup>b</sup></td>
<td valign="top" align="center">47.45 &#x000B1; 1.15<sup>a</sup></td>
<td valign="top" align="center">46.92 &#x000B1; 0.50<sup>ab</sup></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Monounsaturated fatty acid</td>
<td valign="top" align="center">38.52 &#x000B1; 1.70</td>
<td valign="top" align="center">40.27 &#x000B1; 1.31</td>
<td valign="top" align="center">41.03 &#x000B1; 0.78</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Polyunsaturated fatty acid</td>
<td valign="top" align="center">16.67 &#x000B1; 2.57</td>
<td valign="top" align="center">10.91 &#x000B1; 1.47</td>
<td valign="top" align="center">10.72 &#x000B1; 0.85</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred. <sup>a, b</sup>different superscript letters indicate significant differences among groups (<italic>P</italic> &#x0003C; 0.05).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Amino acid profile analysis</title>
<p>The composition of amino acids affects the fatty acid content, meat color, and pH value (<xref ref-type="bibr" rid="B34">34</xref>). Additionally, these acids synthesize aromatic aldehydes through the Strecker reaction, which affects the flavor of meat (<xref ref-type="bibr" rid="B35">35</xref>). They also possess different tastes; for example, Glu, Arg, Asp, and Gly possess an umami taste, while Gly Ser, Thr, Lys, Pro, and Ala have a sweet taste (<xref ref-type="bibr" rid="B36">36</xref>). The amino acid profile was detected to identify the taste between the groups. Interestingly, the STH sheep showed a higher content of amino acids than the crossbred sheep, including Asp, Thr, Ala, Ile, Leu, and Lys (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T5">Table 5</xref>), and these amino acids may affect the taste of meat. In addition, the STH sheep had a higher content of essential amino acids than the Do &#x000D7; STH sheep (<italic>p</italic> &#x0003C; 0.05). No significant differences were observed in other amino acids between the groups (<italic>p</italic> &#x0003E; 0.05). The STH sheep have a more abundant amino acid content, which leads to different tastes of meat, compared to the crossbred sheep. The details are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 4</xref>.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>The amino acid composition between the groups.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Amino acid categories</bold></th>
<th valign="top" align="center"><bold>Amino acids (g/100g)</bold></th>
<th valign="top" align="center" colspan="3"><bold>Breeds (Mean</bold> &#x000B1;<bold>SEM)</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td/>
<td valign="top" align="center"><bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Do</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Au</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
</tr>
<tr>
<td valign="top" align="left">Non-essential</td>
<td valign="top" align="center">Asp</td>
<td valign="top" align="center">7.77 &#x000B1; 0.05<sup>a</sup></td>
<td valign="top" align="center">7.44 &#x000B1; 0.10<sup>b</sup></td>
<td valign="top" align="center">7.44 &#x000B1; 0.10<sup>b</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Arg</td>
<td valign="top" align="center">4.71 &#x000B1; 0.40</td>
<td valign="top" align="center">5.12 &#x000B1; 0.10</td>
<td valign="top" align="center">5.25 &#x000B1; 0.10</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">His</td>
<td valign="top" align="center">3.46 &#x000B1; 0.09</td>
<td valign="top" align="center">3.34 &#x000B1; 0.09</td>
<td valign="top" align="center">3.54 &#x000B1; 0.09</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ser</td>
<td valign="top" align="center">3.45 &#x000B1; 0.03</td>
<td valign="top" align="center">3.30 &#x000B1; 0.06</td>
<td valign="top" align="center">3.27 &#x000B1; 0.06</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Glu</td>
<td valign="top" align="center">15.25 &#x000B1; 0.26</td>
<td valign="top" align="center">14.84 &#x000B1; 0.23</td>
<td valign="top" align="center">14.59 &#x000B1; 0.19</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Pro</td>
<td valign="top" align="center">2.17 &#x000B1; 0.11</td>
<td valign="top" align="center">2.18 &#x000B1; 0.05</td>
<td valign="top" align="center">2.08 &#x000B1; 0.05</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Gly</td>
<td valign="top" align="center">3.67 &#x000B1; 0.09</td>
<td valign="top" align="center">3.65 &#x000B1; 0.04</td>
<td valign="top" align="center">3.50 &#x000B1; 0.05</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ala</td>
<td valign="top" align="center">4.99 &#x000B1; 0.11<sup>a</sup></td>
<td valign="top" align="center">4.51 &#x000B1; 0.05<sup>b</sup></td>
<td valign="top" align="center">4.46 &#x000B1; 0.06<sup>b</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Tyr</td>
<td valign="top" align="center">3.24 &#x000B1; 0.05</td>
<td valign="top" align="center">3.11 &#x000B1; 0.05</td>
<td valign="top" align="center">3.07 &#x000B1; 0.06</td>
</tr>
<tr>
<td valign="top" align="left">Essential</td>
<td valign="top" align="center">Val</td>
<td valign="top" align="center">4.11 &#x000B1; 0.03</td>
<td valign="top" align="center">3.87 &#x000B1; 0.07</td>
<td valign="top" align="center">3.90 &#x000B1; 0.08</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Met</td>
<td valign="top" align="center">1.83 &#x000B1; 0.04</td>
<td valign="top" align="center">1.81 &#x000B1; 0.03</td>
<td valign="top" align="center">1.89 &#x000B1; 0.04</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ile</td>
<td valign="top" align="center">3.83 &#x000B1; 0.01<sup>a</sup></td>
<td valign="top" align="center">3.57 &#x000B1; 0.06<sup>b</sup></td>
<td valign="top" align="center">3.61 &#x000B1; 0.05<sup>b</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Leu</td>
<td valign="top" align="center">6.98 &#x000B1; 0.04<sup>a</sup></td>
<td valign="top" align="center">6.65 &#x000B1; 0.11<sup>b</sup></td>
<td valign="top" align="center">6.60 &#x000B1; 0.08<sup>b</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Phe</td>
<td valign="top" align="center">3.27 &#x000B1; 0.11</td>
<td valign="top" align="center">3.36 &#x000B1; 0.05</td>
<td valign="top" align="center">3.50 &#x000B1; 0.09</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Lys</td>
<td valign="top" align="center">7.58 &#x000B1; 0.09<sup>a</sup></td>
<td valign="top" align="center">7.05 &#x000B1; 0.12<sup>b</sup></td>
<td valign="top" align="center">7.10 &#x000B1; 0.09<sup>b</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Thr</td>
<td valign="top" align="center">3.93 &#x000B1; 0.04<sup>a</sup></td>
<td valign="top" align="center">3.79 &#x000B1; 0.06<sup>ab</sup></td>
<td valign="top" align="center">3.72 &#x000B1; 0.06<sup>b</sup></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Non-essential amino acid</td>
<td valign="top" align="center">48.71 &#x000B1; 0.81</td>
<td valign="top" align="center">47.50 &#x000B1; 0.71</td>
<td valign="top" align="center">47.21 &#x000B1; 0.66</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Essential amino acid</td>
<td valign="top" align="center">31.51 &#x000B1; 0.15<sup>a</sup></td>
<td valign="top" align="center">30.10 &#x000B1; 0.48<sup>b</sup></td>
<td valign="top" align="center">30.34 &#x000B1; 0.44<sup>ab</sup></td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred. <sup>a, b</sup>different superscript letters indicate significant differences among groups (<italic>P</italic> &#x0003C; 0.05).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Volatile compound profiles</title>
<p>The content and composition of volatile compounds influence the flavor of mutton (<xref ref-type="bibr" rid="B37">37</xref>). To verify whether the crossbred sheep had different mutton odors compared to the STH sheep, a sample was taken from the semitendinosus muscle to compare the content and composition of the volatile chemical substances among the groups. A total of 46 volatile compounds were detected in the test, but only 29 volatile compounds had complete data in the groups. The results showed that there were no significant differences in the volatile compounds between the groups (<italic>p</italic> &#x0003E; 0.05) (<xref ref-type="table" rid="T6">Table 6</xref>). However, decanal was only detected in the Au &#x000D7; STH sheep, methyl decanoate was only detected in the STH sheep, methyl arachidonate was only detected in the Do &#x000D7; STH sheep, and ethyl palmitoleate was only detected in the crossbred sheep. An odor activity value (OAV) was calculated using the odor threshold (<xref ref-type="bibr" rid="B38">38</xref>). The results showed that heptanal, octanal, nonanal, decanal, and dodecanal volatile compounds may provide more abundant flavors in the Au &#x000D7; STH sheep due to a high OAV value. The OAV value of the tetradecanal compound in the STH and Do &#x000D7; STH sheep was more than 1, whereas in the Au &#x000D7; STH sheep, the value was &#x0003C; 1. The high OAV value of 1-octen-3-ol may affect the flavor of mutton of the STH sheep. The volatile compound composition and the OAV value may lead to different flavors of mutton between the groups. The details are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 5</xref>.</p>
<table-wrap position="float" id="T6">
<label>Table 6</label>
<caption><p>The volatile compounds composition between the groups.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Categories</bold></th>
<th valign="top" align="center"><bold>Volatile compounds (&#x003BC;g/10 g)</bold></th>
<th valign="top" align="center"><bold>Threshold (&#x003BC;g/kg)</bold></th>
<th valign="top" align="center" colspan="6"><bold>Breeds (Mean</bold> &#x000B1;<bold>SEM)</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td/>
<td/>
<td valign="top" align="center"><bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>OAV</bold></td>
<td valign="top" align="center"><bold>Do</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>OAV</bold></td>
<td valign="top" align="center"><bold>Au</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>OAV</bold></td>
</tr>
<tr>
<td valign="top" align="left">Aldehydes</td>
<td valign="top" align="center">Hexanal</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="center">0.69 &#x000B1; 0.24</td>
<td valign="top" align="center">15.44 &#x000B1; 5.42</td>
<td valign="top" align="center">0.55 &#x000B1; 0.18</td>
<td valign="top" align="center">12.18 &#x000B1; 3.92</td>
<td valign="top" align="center">1.10 &#x000B1; 0.42</td>
<td valign="top" align="center">18.83 &#x000B1; 9.77</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Heptanal</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.24 &#x000B1; 0.06</td>
<td valign="top" align="center">8.11 &#x000B1; 1.97</td>
<td valign="top" align="center">0.17 &#x000B1; 0.08</td>
<td valign="top" align="center">5.53 &#x000B1; 2.70</td>
<td valign="top" align="center">0.70 &#x000B1; 0.35</td>
<td valign="top" align="center">23.48 &#x000B1; 11.74</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Benzaldehyde</td>
<td valign="top" align="center">350</td>
<td valign="top" align="center">0.40 &#x000B1; 0.07</td>
<td valign="top" align="center">0.11 &#x000B1; 0.02</td>
<td valign="top" align="center">0.15 &#x000B1; 0.05</td>
<td valign="top" align="center">0.04 &#x000B1; 0.01</td>
<td valign="top" align="center">0.48 &#x000B1; 0.16</td>
<td valign="top" align="center">0.14 &#x000B1; 0.04</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Octanal</td>
<td valign="top" align="center">0.7</td>
<td valign="top" align="center">0.33 &#x000B1; 0.02</td>
<td valign="top" align="center">47.51 &#x000B1; 2.29</td>
<td valign="top" align="center">0.38 &#x000B1; 0.12</td>
<td valign="top" align="center">54.11 &#x000B1; 16.94</td>
<td valign="top" align="center">0.85 &#x000B1; 0.31</td>
<td valign="top" align="center">121.85 &#x000B1; 43.67</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Nonanal</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.61 &#x000B1; 0.13</td>
<td valign="top" align="center">61.40 &#x000B1; 13.18</td>
<td valign="top" align="center">0.37 &#x000B1; 0.10</td>
<td valign="top" align="center">36.79 &#x000B1; 9.52</td>
<td valign="top" align="center">1.05 &#x000B1; 0.50</td>
<td valign="top" align="center">104.73 &#x000B1; 50.03</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Decanal</td>
<td valign="top" align="center">0.1</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.09 &#x000B1; 0.02</td>
<td valign="top" align="center">91.2 &#x000B1; 16.17</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Dodecanal</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.42 &#x000B1; 0.28</td>
<td valign="top" align="center">20.93 &#x000B1; 14.01</td>
<td valign="top" align="center">0.89 &#x000B1; 0.73</td>
<td valign="top" align="center">44.74 &#x000B1; 36.33</td>
<td valign="top" align="center">2.94 &#x000B1; 1.22</td>
<td valign="top" align="center">147.14 &#x000B1; 61.03</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Tetradecanal</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">0.70 &#x000B1; 0.35</td>
<td valign="top" align="center">1.09 &#x000B1; 0.54</td>
<td valign="top" align="center">1.17 &#x000B1; 0.45</td>
<td valign="top" align="center">1.82 &#x000B1; 0.70</td>
<td valign="top" align="center">0.36 &#x000B1; 0.15</td>
<td valign="top" align="center">0.56 &#x000B1; 0.23</td>
</tr>
<tr>
<td valign="top" align="left">Alcohols</td>
<td valign="top" align="center">Silanediol, dimethyl</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">4.34 &#x000B1; 1.21</td>
<td/>
<td valign="top" align="center">1.11 &#x000B1; 0.34</td>
<td/>
<td valign="top" align="center">2.99 &#x000B1; 0.66</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">1-octen-3-ol</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">0.82 &#x000B1; 0.28</td>
<td valign="top" align="center">54.51 &#x000B1; 18.74</td>
<td valign="top" align="center">0.44 &#x000B1; 0.24</td>
<td valign="top" align="center">29.43 &#x000B1; 16.06</td>
<td valign="top" align="center">0.53 &#x000B1; 0.13</td>
<td valign="top" align="center">35.07 &#x000B1; 8.84</td>
</tr>
<tr>
<td valign="top" align="left">Esters</td>
<td valign="top" align="center">Methyl decanoate</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">0.24 &#x000B1; 0.05</td>
<td valign="top" align="center">5.59 &#x000B1; 1.11</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl decanoate</td>
<td valign="top" align="center">8.6</td>
<td valign="top" align="center">0.22 &#x000B1; 0.08</td>
<td valign="top" align="center">2.53 &#x000B1; 0.92</td>
<td valign="top" align="center">0.39 &#x000B1; 0.13</td>
<td valign="top" align="center">4.51 &#x000B1; 1.48</td>
<td valign="top" align="center">0.29 &#x000B1; 0.07</td>
<td valign="top" align="center">3.37 &#x000B1; 0.79</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl dodecanoate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">1.18 &#x000B1; 0.11</td>
<td/>
<td valign="top" align="center">0.58 &#x000B1; 0.19</td>
<td/>
<td valign="top" align="center">1.69 &#x000B1; 0.54</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl myristate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">1.17 &#x000B1; 0.26</td>
<td/>
<td valign="top" align="center">1.31 &#x000B1; 0.39</td>
<td/>
<td valign="top" align="center">2.90 &#x000B1; 0.76</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl myristate</td>
<td valign="top" align="center">4,000</td>
<td valign="top" align="center">0.20 &#x000B1; 0.09</td>
<td valign="top" align="center">0.005 &#x000B1; 0.002</td>
<td valign="top" align="center">0.28 &#x000B1; 0.11</td>
<td valign="top" align="center">0.007 &#x000B1; 0.003</td>
<td valign="top" align="center">0.37 &#x000B1; 0.12</td>
<td valign="top" align="center">0.009 &#x000B1; 0.003</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl Pentadecanoate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.82 &#x000B1; 0.44</td>
<td/>
<td valign="top" align="center">0.74 &#x000B1; 0.38</td>
<td/>
<td valign="top" align="center">0.74 &#x000B1; 0.26</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl palmitate</td>
<td valign="top" align="center">2,000</td>
<td valign="top" align="center">1.57 &#x000B1; 1.13</td>
<td valign="top" align="center">0.08 &#x000B1; 0.06</td>
<td valign="top" align="center">2.17 &#x000B1; 1.50</td>
<td valign="top" align="center">0.11 &#x000B1; 0.07</td>
<td valign="top" align="center">2.25 &#x000B1; 1.33</td>
<td valign="top" align="center">0.11 &#x000B1; 0.07</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl palmitate</td>
<td valign="top" align="center">2,000</td>
<td valign="top" align="center">0.63 &#x000B1; 0.33</td>
<td valign="top" align="center">0.03 &#x000B1; 0.02</td>
<td valign="top" align="center">1.63 &#x000B1; 0.69</td>
<td valign="top" align="center">0.08 &#x000B1; 0.03</td>
<td valign="top" align="center">0.60 &#x000B1; 0.29</td>
<td valign="top" align="center">0.03 &#x000B1; 0.01</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl palmitoleate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.41 &#x000B1; 0.05</td>
<td/>
<td valign="top" align="center">0.45 &#x000B1; 0.19</td>
<td/>
<td valign="top" align="center">0.58 &#x000B1; 0.15</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl palmitoleate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td/>
<td valign="top" align="center">0.19 &#x000B1; 0.04</td>
<td/>
<td valign="top" align="center">0.26 &#x000B1; 0.07</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl margarate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.21 &#x000B1; 0.03</td>
<td/>
<td valign="top" align="center">0.30 &#x000B1; 0.14</td>
<td/>
<td valign="top" align="center">0.14 &#x000B1; 0.04</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl stearate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">1.68 &#x000B1; 0.43</td>
<td/>
<td valign="top" align="center">2.03 &#x000B1; 0.54</td>
<td/>
<td valign="top" align="center">1.09 &#x000B1; 0.24</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl stearate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.25 &#x000B1; 0.08</td>
<td/>
<td valign="top" align="center">0.64 &#x000B1; 0.23</td>
<td/>
<td valign="top" align="center">0.21 &#x000B1; 0.09</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl oleate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">4.34 &#x000B1; 0.50</td>
<td/>
<td valign="top" align="center">5.10 &#x000B1; 1.33</td>
<td/>
<td valign="top" align="center">6.83 &#x000B1; 2.47</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl oleate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.62 &#x000B1; 0.20</td>
<td/>
<td valign="top" align="center">2.18 &#x000B1; 0.67</td>
<td/>
<td valign="top" align="center">1.20 &#x000B1; 0.44</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl linoleate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">1.58 &#x000B1; 0.42</td>
<td/>
<td valign="top" align="center">2.05 &#x000B1; 0.65</td>
<td/>
<td valign="top" align="center">1.17 &#x000B1; 0.24</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Ethyl linoleate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">0.50 &#x000B1; 0.37</td>
<td/>
<td valign="top" align="center">0.95 &#x000B1; 0.53</td>
<td/>
<td valign="top" align="center">0.17 &#x000B1; 0.06</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="center">Methyl arachidonate</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td/>
<td valign="top" align="center">0.18 &#x000B1; 0.10</td>
<td/>
<td valign="top" align="center">-</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Monoterpenes</td>
<td valign="top" align="center">Limonene</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">0.50 &#x000B1; 0.15</td>
<td valign="top" align="center">0.50 &#x000B1; 0.15</td>
<td valign="top" align="center">0.30 &#x000B1; 0.11</td>
<td valign="top" align="center">0.30 &#x000B1; 0.11</td>
<td valign="top" align="center">0.24 &#x000B1; 0.12</td>
<td valign="top" align="center">0.24 &#x000B1; 0.12</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title><italic>The PDK4</italic> and <italic>TMEM273</italic> gene expression are closely associated with IMF and fatty acid composition in the Do &#x000D7; STH crossbred sheep</title>
<p>Many studies have reported that IMF content has a close relationship with fatty acid composition in livestock (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>); thus, the relationship was compared in this study. The results showed that the IMF content was positively associated with palmitic acid and oleic acid and was negatively correlated with linoleic acid and arachidonic acid in all samples (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3A</xref>). The results were as expected. Many studies have demonstrated that the <italic>PPARG</italic> gene regulates adipogenesis and lipid metabolism (<xref ref-type="bibr" rid="B41">41</xref>). Our previous experiments found that the <italic>PDK4</italic> gene affects fat accumulation (<xref ref-type="bibr" rid="B42">42</xref>). The <italic>PPARG</italic> and <italic>PDK4</italic> gene expression in the MLD was detected by conducting the qPCR test. The qPCR test results showed no significant differences in the <italic>PDK4</italic> and <italic>PPARG</italic> gene expression between the groups (<xref ref-type="table" rid="T7">Table 7</xref>) (<italic>p</italic> &#x0003E; 0.05). The correlation coefficient of the gene expression and IMF content or fatty acid composition were compared. The results showed that the <italic>PPARG</italic> and <italic>PDK4</italic> gene expression had no association with the IMF content and fatty acid content in the STH sheep (<italic>p</italic> &#x0003E; 0.05); in the Au &#x000D7; STH offspring, the correlation trends were similar to those in the STH sheep (<italic>p</italic> &#x0003E; 0.05). Furthermore, the <italic>PDK4</italic> gene expression was positively correlated with the IMF content and was negatively correlated with the linoleic acid content in the Do &#x000D7; STH offspring (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Our previous experiments found that the <italic>TMEM273</italic> gene was negatively regulated by the <italic>PDK4</italic> gene and affected lipid metabolism. The correlation of the <italic>TMEM273</italic> gene expression in the MLD with the IMF content or fatty acid composition was compared, and the results showed that the <italic>TMEM273</italic> gene expression had no association with the IMF content (R = &#x02212;0.783, <italic>P</italic> = 0.066) in the Do &#x000D7; STH offspring (<xref ref-type="table" rid="T8">Table 8</xref>). However, the <italic>TMEM273</italic> gene expression had a positive association with the linoleic acid and arachidonic acid contents and a negative correlation with the oleic acid and palmitic acid contents in the Do &#x000D7; STH offspring (<italic>p</italic> &#x0003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3C</xref>). The details are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 6</xref>&#x02013;<xref ref-type="supplementary-material" rid="SM1">9</xref>.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>The correlation of the IMF content, genes expression, and fatty acid composition in the sheep. <bold>(A)</bold> The correlation of the IMF content and fatty acid composition; R represents the correlation coefficient. A <italic>p</italic>-value of &#x0003C;0.05 represents significant differences. <bold>(B)</bold> The correlation of the <italic>PDK4</italic> gene expression in the MLD with the IMF content and fatty acid composition in the Do &#x000D7; STH crossbred sheep. R represents the correlation coefficient. A <italic>p</italic>-value of &#x0003C;0.05 represents significant differences. <bold>(C)</bold> The correlation of the <italic>TMEM273</italic> gene expression in the MLD with the fatty acid composition in the Do &#x000D7; STH crossbred sheep. R represents the correlation coefficient. A <italic>p</italic>-value of &#x0003C;0.05 represents significant differences.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-11-1399390-g0003.tif"/>
</fig>
<table-wrap position="float" id="T7">
<label>Table 7</label>
<caption><p>qPCR results between the groups.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Genes</bold></th>
<th valign="top" align="center" colspan="3"><bold>Breeds (Mean</bold> &#x000B1;<bold>SEM)</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td valign="top" align="center"><bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Do</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
<td valign="top" align="center"><bold>Au</bold> &#x000D7; <bold>STH sheep (</bold><italic><bold>n</bold> =</italic> <bold>6)</bold></td>
</tr>
<tr>
<td valign="top" align="left">PPARG</td>
<td valign="top" align="center">8.78 &#x000B1; 6.11</td>
<td valign="top" align="center">19.17 &#x000B1; 6.37</td>
<td valign="top" align="center">8.08 &#x000B1; 2.91</td>
</tr>
<tr>
<td valign="top" align="left">PDK4</td>
<td valign="top" align="center">1.31 &#x000B1; 0.60</td>
<td valign="top" align="center">2.12 &#x000B1; 0.54</td>
<td valign="top" align="center">1.13 &#x000B1; 0.58</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T8">
<label>Table 8</label>
<caption><p>The correlation of the IMF content with the gene expression and fatty acid composition.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Sheep</bold></th>
<th valign="top" align="center"><bold>IMF</bold></th>
<th valign="top" align="center" colspan="2"><bold>Gene expression</bold></th>
<th valign="top" align="center" colspan="5"><bold>Fatty acids</bold></th>
</tr>
</thead>
<tbody>
<tr style="background-color:#919498;color:#ffffff">
<td/>
<td/>
<td valign="top" align="center"><bold>PPARG</bold></td>
<td valign="top" align="center"><bold>PDK4</bold></td>
<td valign="top" align="center"><bold>Palmitic acid</bold></td>
<td valign="top" align="center"><bold>Palmitoleic acid</bold></td>
<td valign="top" align="center"><bold>Oleic acid</bold></td>
<td valign="top" align="center"><bold>Linoleic acid</bold></td>
<td valign="top" align="center"><bold>Arachidonic acid</bold></td>
</tr>
<tr>
<td valign="top" align="left">STH sheep (<italic>n =</italic> 6)</td>
<td valign="top" align="center">Correlation</td>
<td valign="top" align="center">0.548</td>
<td valign="top" align="center">&#x02212;0.452</td>
<td valign="top" align="center">0.958<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.954<sup>&#x0002A;&#x0002A;</sup></td>
<td valign="top" align="center">0.864<sup>&#x0002A;</sup></td>
<td valign="top" align="center">&#x02212;0.875<sup>&#x0002A;</sup></td>
<td valign="top" align="center">&#x02212;0.919<sup>&#x0002A;&#x0002A;</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center"><italic>p-</italic>value</td>
<td valign="top" align="center">0.261</td>
<td valign="top" align="center">0.368</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">0.022</td>
<td valign="top" align="center">0.01</td>
</tr>
<tr>
<td valign="top" align="left">Au &#x000D7; STH sheep (<italic>n =</italic> 6)</td>
<td valign="top" align="center">Correlation</td>
<td valign="top" align="center">&#x02212;0.424</td>
<td valign="top" align="center">0.422</td>
<td valign="top" align="center">0.828<sup>&#x0002A;</sup></td>
<td valign="top" align="center">0.554</td>
<td valign="top" align="center">0.764</td>
<td valign="top" align="center">&#x02212;0.851<sup>&#x0002A;</sup></td>
<td valign="top" align="center">&#x02212;0.816<sup>&#x0002A;</sup></td>
</tr>
 <tr>
<td/>
<td valign="top" align="center"><italic>p</italic>-value</td>
<td valign="top" align="center">0.402</td>
<td valign="top" align="center">0.404</td>
<td valign="top" align="center">0.042</td>
<td valign="top" align="center">0.254</td>
<td valign="top" align="center">0.077</td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">0.048</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>STH, Small-tailed Han sheep; Do &#x000D7; STH, Dorper and small-tailed Han crossbred; Au &#x000D7; STH, Australian white and small-tailed Han crossbred. <sup>&#x0002A;</sup><italic>P</italic> &#x0003C; 0.05; <sup>&#x0002A;&#x0002A;</sup><italic>P</italic> &#x0003C; 0.01.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Small-tailed Han sheep, an indigenous breed in China, are known for their high reproductive ability and resistance to crude feed; in the past, their characteristics met the demand of local markets, but they are no longer suitable for the current market condition (<xref ref-type="bibr" rid="B43">43</xref>). Recently, the objectives of breeding sheep have become more focused on improving meat yield and quality. Crossbreeding improves the offspring&#x00027;s production performance. Dorper and Australian White rams are generally crossbred with STH ewes to improve the offspring&#x00027;s meat yield and quality in Northeast China. However, the advantages and disadvantages of crossbred sheep in terms of slaughter and meat quality traits remain unclear. The experiment in this study aimed to provide detailed data to reveal the advantages and disadvantages of crossbred sheep, identify the candidate genes related to meat quality traits, and find ways to improve the traits.</p>
<p>In this study, the slaughter traits of the crossbred sheep showed higher levels than the STH sheep, as expected. The Dorper &#x000D7; Mongolian crossbred sheep also showed higher carcass weight and a faster growth rate than the Mongolian sheep under the same feeding condition (<xref ref-type="bibr" rid="B44">44</xref>). We observed a phenomenon where the STH sheep were more active, while the crossbred sheep preferred to remain stationary during the feeding period. In addition, the partial nutrition uptake maintained the tail growth in the STH sheep (<xref ref-type="table" rid="T2">Table 2</xref>). It may be one of the factors that lead to the STH sheep having lower weight and a slower growth rate. A study reported that the body weight of 6-month-old Dorper sheep reached over 60 kg (<xref ref-type="bibr" rid="B45">45</xref>). Even though the experimental sheep were fed under different feeding conditions, the results still demonstrated that the slaughter traits of the crossbred sheep were lower than those of the pure Dorper sheep. Red Maasai &#x000D7; Dorper crossbred sheep also showed similar trends (<xref ref-type="bibr" rid="B46">46</xref>). The slaughter traits of the crossbred sheep were higher than those of the STH sheep but were lower than those of pure sheep breeds; therefore, improving the traits became an important breeding objective.</p>
<p>The intramuscular fat, protein, and moisture are the main components of the muscular <italic>longissimus dorsi</italic> (<xref ref-type="bibr" rid="B47">47</xref>), which not only play crucial roles in body activities and development but also affect the mutton flavor, tenderness, juiciness, and nutrition (<xref ref-type="bibr" rid="B48">48</xref>). In this study, the crossbred sheep had higher IMF content but different protein and moisture contents. Over 20 g of protein per 100 g of meat belongs to lean meat (<xref ref-type="bibr" rid="B49">49</xref>). The results demonstrated that the Au &#x000D7; STH sheep possessed leaner mutton. The moisture content affects mutton color and tenderness (<xref ref-type="bibr" rid="B49">49</xref>). We found that the Do &#x000D7; STH sheep had brighter and redder meat, as expected. The pH value influenced by the muscle glycogen glycolysis affects the meat color and cooking percentage (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>). The higher pH value and moisture content may have led to the highest cooking percentage in the Do &#x000D7; STH sheep. In contrast, the Do &#x000D7; STH sheep may have had better meat quality than the Au &#x000D7; STH sheep.</p>
<p>Fatty acids are essential components of triglycerides stored within the adipocyte (<xref ref-type="bibr" rid="B52">52</xref>); they play vital physiological functions and affect animal health (<xref ref-type="bibr" rid="B53">53</xref>). The content of palmitic acid, stearic acid, and oleic acid in this study summed up to be approximately 80%, which was consistent with the ruminants&#x00027; fatty acid composition (<xref ref-type="bibr" rid="B54">54</xref>). Given that saturated fatty acids improve adipocyte differentiation and fat accumulation (<xref ref-type="bibr" rid="B55">55</xref>), higher contents of myristate acid, palmitic acid, and margaric acid and higher IMF were all observed in the crossbred sheep. The results are consistent with the above reports. Arachidonic acid inhibits adipocyte differentiation and fat accumulation (<xref ref-type="bibr" rid="B56">56</xref>); the results of this study also showed that the STH sheep had the highest content of arachidonic acid and the lowest IMF content. The content of saturated and monounsaturated fatty acids is positively related to meat flavor (<xref ref-type="bibr" rid="B57">57</xref>); the results of this study indicated that the Do &#x000D7; STH sheep may have better meat flavor. However, excessive saturated fatty acid uptake may lead to a high risk of obesity and related diseases in humans (<xref ref-type="bibr" rid="B58">58</xref>&#x02013;<xref ref-type="bibr" rid="B61">61</xref>). Fatty acids have different heritability (<xref ref-type="bibr" rid="B62">62</xref>). A possible efficient way to alleviate the negative effects is to reduce the saturated fatty acid content and increase the monounsaturated fatty acid content through molecular breeding in the Do &#x000D7; STH sheep.</p>
<p>Amino acid content and composition affect meat nutrition and quality (<xref ref-type="bibr" rid="B63">63</xref>), and diverse amino acids possess different tastes during cooking. For example, Glu, Arg, Asp, and Gly amino acids provide a umami taste (<xref ref-type="bibr" rid="B64">64</xref>), Gly, Ser, Thr, Lys, Pro, and Ala amino acids provide a sweet taste (<xref ref-type="bibr" rid="B65">65</xref>), and Leu, Ala, and Arg amino acids provide aromatic flavor to the meat (<xref ref-type="bibr" rid="B66">66</xref>). A study reported that Dorper sheep have lower amino acid content, a finding that aligns with the results observed in our study for the Do &#x000D7; STH sheep (<xref ref-type="bibr" rid="B44">44</xref>). However, the higher content of the amino acids in the STH sheep may contribute to a richer taste compared to the crossbred sheep.</p>
<p>Fatty acids and amino acids form different kinds of volatile compounds during cooking, which brings more abundant and complex sensory feelings (<xref ref-type="bibr" rid="B67">67</xref>). Aldehydes, a species of intermediates from the Maillard reaction and lipid oxidation (<xref ref-type="bibr" rid="B68">68</xref>), are the main components of volatile substances (<xref ref-type="bibr" rid="B69">69</xref>). Aldehydes possess a fatty aroma, but their higher concentrations lead to a rancid odor (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>). Heptanal has fatty, citrusy, and rancid odors; octanal has soapy, lemony, and green odors; nonanal has citrusy and green odors; and decanal has a herbal scent (<xref ref-type="bibr" rid="B72">72</xref>). The value of the OAV demonstrated that the Au &#x000D7; STH sheep may have more abundant odors. Few alcohols were identified in this study, among which 1-Octen-3-ol had fresh and mushroom-like odors (<xref ref-type="bibr" rid="B73">73</xref>). Additionally, fewer short-chain fatty acid esters were detected, which could be attributed to their low volatility and associated with fruity flavors (<xref ref-type="bibr" rid="B74">74</xref>). Moreover, methyl decanoate released a coconut odor in the STH sheep. Most long-chain fatty acid esters with oily, flowery, and tee odors were identified, but they had unclear or higher odor thresholds (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>). Limonene, a lemon odor, was found in all sheep breeds (<xref ref-type="bibr" rid="B77">77</xref>). The results demonstrated that the mutton in the three breeds may have different meat odors.</p>
<p>Palmitic and oleic acids promote fat accumulation, but linoleic and arachidonic acids inhibit triglyceride deposition. In this study, the correlation of the IMF content and fatty acid content was consistent with the previous reports (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B78">78</xref>&#x02013;<xref ref-type="bibr" rid="B81">81</xref>), which indicates that the results are reliable. The <italic>PDK4</italic> gene positively affects adipogenesis and fat accumulation. Hence, the correlations of the <italic>PDK4</italic> gene expression with the IMF content and fatty acid content were found to be consistent with the existing reports (<xref ref-type="bibr" rid="B42">42</xref>). The genetic background of the Do &#x000D7; STH sheep is different from that of other sheep; thus, similar results could not be observed in the STH sheep or Au &#x000D7; STH sheep. Our previous experiments found that the <italic>PDK4</italic> gene negatively regulated the <italic>TMEM273</italic> gene, making the correlations of the <italic>TMEM273</italic> gene expression with the IMF content and fatty acid content logical. With an increasing number of validated experimental animals, the expression of the <italic>PDK4</italic> and <italic>TMEM273</italic> genes may act as an indicator for evaluating the IMF content in Do &#x000D7; STH sheep.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>The Do &#x000D7; STH offspring had higher meat yield and quality. The three sheep had different mutton flavors. The <italic>PDK4</italic> and <italic>TEME273</italic> genes had close correlations with the fatty acid composition and IMF content, and they could be considered as potential candidates for detecting or improving the IMF content in Do &#x000D7; STH crossbred sheep.</p>
</sec>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>All procedures involving animals such as welfare and ethical issues were approved by the Ethics Committee of Jilin Academy of Agricultural Sciences (AWEC 2019A05, 16 May 2019). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the owners for the participation of their animals in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>CX: Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. YLiu: Data curation, Methodology, Writing &#x02013; review &#x00026; editing. WZ: Data curation, Methodology, Validation, Writing &#x02013; review &#x00026; editing. YLia: Data curation, Methodology, Validation, Writing &#x02013; review &#x00026; editing. CC: Data curation, Methodology, Writing &#x02013; review &#x00026; editing. SY: Data curation, Methodology, Writing &#x02013; review &#x00026; editing. WF: Data curation, Formal analysis, Software, Writing &#x02013; review &#x00026; editing. LM: Data curation, Investigation, Methodology, Writing &#x02013; review &#x00026; editing. ZY: Data curation, Investigation, Methodology, Resources, Writing &#x02013; review &#x00026; editing. ZL: Data curation, Investigation, Methodology, Writing &#x02013; review &#x00026; editing. BZ: Investigation, Resources, Software, Visualization, Writing &#x02013; review &#x00026; editing. ZZ: Data curation, Methodology, Resources, Writing &#x02013; review &#x00026; editing. LZ: Investigation, Project administration, Software, Writing &#x02013; review &#x00026; editing. HM: Data curation, Methodology, Resources, Writing &#x02013; review &#x00026; editing. HJ: Funding acquisition, Project administration, Resources, Supervision, Writing &#x02013; review &#x00026; editing. YC: Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing &#x02013; review &#x00026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the China Agriculture Research System of MOF and MARA (CARS38), the Technology Developing Program of Changchun city in China (21ZY14), and the China Scholarship Council.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s10">
<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><sec sec-type="supplementary-material" id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2024.1399390/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnut.2024.1399390/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_3.XLSX" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>PDK4, pyruvate dehydrogenase kinase 4; TG, triglyceride; IMF, intramuscular fat; PDC, pyruvate dehydrogenase complex; MLD, muscular longissimus dorsi; LD, lipid droplet; PPARG, peroxisome proliferator activated receptor gamma; TMEM273, transmembrane protein 273; ER, endoplasmic reticulum; GAPDH, glyceraldehyde-3-phosphate dehydrogenase; FA, fatty acid; TMEM41B, transmembrane protein 41B.</p></fn></fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miao</surname> <given-names>X</given-names></name> <name><surname>Luo</surname> <given-names>Q</given-names></name> <name><surname>Zhao</surname> <given-names>H</given-names></name> <name><surname>Qin</surname> <given-names>X</given-names></name></person-group>. <article-title>Ovarian proteomic study reveals the possible molecular mechanism for hyperprolificacy of Small Tail Han sheep</article-title>. <source>Sci Rep.</source> (<year>2016</year>) <volume>6</volume>:<fpage>27606</fpage>. <pub-id pub-id-type="doi">10.1038/srep27606</pub-id><pub-id pub-id-type="pmid">27271055</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Obeidat</surname> <given-names>MD</given-names></name> <name><surname>Obeidat</surname> <given-names>BS</given-names></name></person-group>. <article-title>Fattening performance, nutrient digestibility, and carcass traits of two fat-tailed sheep breeds</article-title>. <source>Trop Anim Health Prod.</source> (<year>2022</year>) <volume>54</volume>:<fpage>375</fpage>. <pub-id pub-id-type="doi">10.1007/s11250-022-03364-8</pub-id><pub-id pub-id-type="pmid">36334146</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beigh</surname> <given-names>YA</given-names></name> <name><surname>Ganai</surname> <given-names>AM</given-names></name> <name><surname>Ahmad</surname> <given-names>HA</given-names></name></person-group>. <article-title>Prospects of complete feed system in ruminant feeding: a review</article-title>. <source>Vet World.</source> (<year>2017</year>) <volume>10</volume>:<fpage>424</fpage>&#x02013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.14202/vetworld.2017.424-437</pub-id><pub-id pub-id-type="pmid">28507415</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pewan</surname> <given-names>SB</given-names></name> <name><surname>Otto</surname> <given-names>JR</given-names></name> <name><surname>Huerlimann</surname> <given-names>R</given-names></name> <name><surname>Budd</surname> <given-names>AM</given-names></name> <name><surname>Mwangi</surname> <given-names>FW</given-names></name> <name><surname>Edmunds</surname> <given-names>RC</given-names></name> <etal/></person-group>. <article-title>Genetics of Omega-3 long-chain polyunsaturated fatty acid metabolism and meat eating quality in Tattykeel Australian white lambs</article-title>. <source>Genes (Basel).</source> (<year>2020</year>) <volume>11</volume>:<fpage>587</fpage>. <pub-id pub-id-type="doi">10.3390/genes11050587</pub-id><pub-id pub-id-type="pmid">32466330</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Poojary</surname> <given-names>MM</given-names></name> <name><surname>Lund</surname> <given-names>MN</given-names></name></person-group>. <article-title>Chemical stability of proteins in foods: oxidation and the maillard reaction</article-title>. <source>Annu Rev Food Sci Technol.</source> (<year>2022</year>) <volume>13</volume>:<fpage>35</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-food-052720-104513</pub-id><pub-id pub-id-type="pmid">34941384</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martins</surname> <given-names>JM</given-names></name> <name><surname>Fialho</surname> <given-names>R</given-names></name> <name><surname>Albuquerque</surname> <given-names>A</given-names></name> <name><surname>Neves</surname> <given-names>J</given-names></name> <name><surname>Freitas</surname> <given-names>A</given-names></name> <name><surname>Tirapicos N</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Portuguese local pig breeds: genotype effects on meat and fat quality traits</article-title>. <source>Animals (Basel).</source> (<year>2020</year>) <volume>10</volume>:<fpage>905</fpage>. <pub-id pub-id-type="doi">10.3390/ani10050905</pub-id><pub-id pub-id-type="pmid">32456067</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>G&#x000E1;lvez</surname> <given-names>F</given-names></name> <name><surname>Dom&#x000ED;nguez</surname> <given-names>R</given-names></name> <name><surname>Pateiro</surname> <given-names>M</given-names></name> <name><surname>Carballo</surname> <given-names>J</given-names></name> <name><surname>Tomasevic</surname> <given-names>I</given-names></name> <name><surname>Lorenzo</surname> <given-names>JM</given-names></name></person-group>. <article-title>Effect of gender on breast and thigh turkey meat quality</article-title>. <source>Br Poult Sci.</source> (<year>2018</year>) <volume>59</volume>:<fpage>408</fpage>&#x02013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1080/00071668.2018.1465177</pub-id><pub-id pub-id-type="pmid">29667846</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname> <given-names>SJ</given-names></name> <name><surname>Beak</surname> <given-names>SH</given-names></name> <name><surname>Jung</surname> <given-names>DJS</given-names></name> <name><surname>Kim</surname> <given-names>SY</given-names></name> <name><surname>Jeong</surname> <given-names>IH</given-names></name> <name><surname>Piao</surname> <given-names>MY</given-names></name> <etal/></person-group>. <article-title>Genetic, management, and nutritional factors affecting intramuscular fat deposition in beef cattle - a review</article-title>. <source>Asian-Australas J Anim Sci.</source> (<year>2018</year>) <volume>31</volume>:<fpage>1043</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.5713/ajas.18.0310</pub-id><pub-id pub-id-type="pmid">29879830</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scollan</surname> <given-names>ND</given-names></name> <name><surname>Price</surname> <given-names>EM</given-names></name> <name><surname>Morgan</surname> <given-names>SA</given-names></name> <name><surname>Huws</surname> <given-names>SA</given-names></name> <name><surname>Shingfield</surname> <given-names>KJ</given-names></name></person-group>. <article-title>Can we improve the nutritional quality of meat?</article-title> <source>Proc Nutr Soc.</source> (<year>2017</year>) <volume>76</volume>:<fpage>603</fpage>&#x02013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1017/S0029665117001112</pub-id><pub-id pub-id-type="pmid">28942754</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lambe</surname> <given-names>NR</given-names></name> <name><surname>Clelland</surname> <given-names>N</given-names></name> <name><surname>Draper</surname> <given-names>J</given-names></name> <name><surname>Smith</surname> <given-names>EM</given-names></name> <name><surname>Yates</surname> <given-names>J</given-names></name> <name><surname>Bunger</surname> <given-names>L</given-names></name></person-group>. <article-title>Prediction of intramuscular fat in lamb by visible and near-infrared spectroscopy in an abattoir environment</article-title>. <source>Meat Sci.</source> (<year>2021</year>) <volume>171</volume>:<fpage>108286</fpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2020.108286</pub-id><pub-id pub-id-type="pmid">32871540</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>Xiong</surname> <given-names>K</given-names></name> <name><surname>Sun</surname> <given-names>W</given-names></name> <name><surname>Fu</surname> <given-names>Y</given-names></name> <name><surname>Jiang</surname> <given-names>Z</given-names></name> <name><surname>Yu</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Two completely linked polymorphisms in the PPARG transcriptional regulatory region significantly affect gene expression and intramuscular fat deposition in the longissimus dorsi muscle of Erhualian pigs</article-title>. <source>Anim Genet.</source> (<year>2013</year>) <volume>44</volume>:<fpage>458</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1111/age.12025</pub-id><pub-id pub-id-type="pmid">23402337</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mart&#x000ED;nez</surname> <given-names>DPL</given-names></name> <name><surname>Arana</surname> <given-names>A</given-names></name> <name><surname>Alfonso</surname> <given-names>L</given-names></name> <name><surname>Mendiz&#x000E1;bal</surname> <given-names>JA</given-names></name> <name><surname>Soret</surname> <given-names>B</given-names></name></person-group>. <article-title>Adiposity and adipogenic gene expression in four different muscles in beef cattle</article-title>. <source>PLoS ONE.</source> (<year>2017</year>) <volume>12</volume>:<fpage>e0179604</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0179604</pub-id><pub-id pub-id-type="pmid">28665940</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y</given-names></name> <name><surname>Chen</surname> <given-names>H</given-names></name> <name><surname>Hang</surname> <given-names>C</given-names></name> <name><surname>Chen</surname> <given-names>Y</given-names></name> <name><surname>Gao</surname> <given-names>J</given-names></name> <name><surname>Qiu</surname> <given-names>D</given-names></name></person-group>. <article-title>Correlation of lipoprotein lipase gene polymorphism and mRNA expression with intramuscular fat content in Baicheng-Oil chicken</article-title>. <source>J Anim Physiol Anim Nutr (Berl).</source> (<year>2023</year>) <volume>107</volume>:<fpage>222</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1111/jpn.13691</pub-id><pub-id pub-id-type="pmid">35267203</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname> <given-names>D</given-names></name> <name><surname>Chai</surname> <given-names>HH</given-names></name> <name><surname>Lee</surname> <given-names>SH</given-names></name> <name><surname>Cho</surname> <given-names>YM</given-names></name> <name><surname>Choi</surname> <given-names>JW</given-names></name> <name><surname>Kim</surname> <given-names>NK</given-names></name></person-group>. <article-title>Gene expression patterns associated with peroxisome proliferator-activated receptor (PPAR) signaling in the Longissimus dorsi of hanwoo (Korean Cattle)</article-title>. <source>Asian-Australas J Anim Sci.</source> (<year>2015</year>) <volume>28</volume>:<fpage>1075</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.5713/ajas.14.0811</pub-id><pub-id pub-id-type="pmid">26104514</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>B</given-names></name> <name><surname>Kongsuwan</surname> <given-names>K</given-names></name> <name><surname>Greenwood</surname> <given-names>PL</given-names></name> <name><surname>Zhou</surname> <given-names>G</given-names></name> <name><surname>Zhang</surname> <given-names>W</given-names></name> <name><surname>Dalrymple</surname> <given-names>BP</given-names></name> <etal/></person-group>. <article-title>A gene expression estimator of intramuscular fat percentage for use in both cattle and sheep</article-title>. <source>J Anim Sci Biotechnol.</source> (<year>2014</year>) <volume>5</volume>:<fpage>35</fpage>. <pub-id pub-id-type="doi">10.1186/2049-1891-5-35</pub-id><pub-id pub-id-type="pmid">25028604</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>De</surname> <given-names>JN</given-names></name> <name><surname>Hudson</surname> <given-names>NJ</given-names></name> <name><surname>Reverter</surname> <given-names>A</given-names></name> <name><surname>Barnard</surname> <given-names>R</given-names></name> <name><surname>Cafe</surname> <given-names>LM</given-names></name> <name><surname>Greenwood</surname> <given-names>PL</given-names></name> <etal/></person-group>. <article-title>Gene expression phenotypes for lipid metabolism and intramuscular fat in skeletal muscle of cattle</article-title>. <source>J Anim Sci.</source> (<year>2013</year>) <volume>91</volume>:<fpage>1112</fpage>&#x02013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2012-5409</pub-id><pub-id pub-id-type="pmid">23296809</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sugden</surname> <given-names>MC</given-names></name> <name><surname>Holness</surname> <given-names>MJ</given-names></name></person-group>. <article-title>Mechanisms underlying regulation of the expression and activities of the mammalian pyruvate dehydrogenase kinases</article-title>. <source>Arch Physiol Biochem.</source> (<year>2006</year>) <volume>112</volume>:<fpage>139</fpage>&#x02013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1080/13813450600935263</pub-id><pub-id pub-id-type="pmid">17132539</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>Y</given-names></name> <name><surname>Tran</surname> <given-names>M</given-names></name> <name><surname>Wang</surname> <given-names>L</given-names></name> <name><surname>Shin</surname> <given-names>DJ</given-names></name> <name><surname>Wu</surname> <given-names>J</given-names></name></person-group>. <article-title>PDK4-Deficiency Reprograms Intrahepatic Glucose and Lipid Metabolism to Facilitate Liver Regeneration in Mice</article-title>. <source>Hepatol Commun.</source> (<year>2020</year>) <volume>4</volume>:<fpage>504</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1002/hep4.1484</pub-id><pub-id pub-id-type="pmid">32258946</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lan</surname> <given-names>J</given-names></name> <name><surname>Lei</surname> <given-names>MG</given-names></name> <name><surname>Zhang</surname> <given-names>YB</given-names></name> <name><surname>Wang</surname> <given-names>JH</given-names></name> <name><surname>Feng</surname> <given-names>XT</given-names></name> <name><surname>Xu</surname> <given-names>DQ</given-names></name> <etal/></person-group>. <article-title>Characterization of the porcine differentially expressed PDK4 gene and association with meat quality</article-title>. <source>Mol Biol Rep.</source> (<year>2009</year>) <volume>36</volume>:<fpage>2003</fpage>&#x02013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1007/s11033-008-9411-4</pub-id><pub-id pub-id-type="pmid">19051057</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sibut</surname> <given-names>V</given-names></name> <name><surname>Hennequet</surname> <given-names>AC</given-names></name> <name><surname>Le Bihan</surname> <given-names>DE</given-names></name> <name><surname>Marthey</surname> <given-names>S</given-names></name> <name><surname>Duclos</surname> <given-names>MJ</given-names></name> <name><surname>Berri</surname> <given-names>C</given-names></name></person-group>. <article-title>Identification of differentially expressed genes in chickens differing in muscle glycogen content and meat quality</article-title>. <source>BMC Genomics.</source> (<year>2011</year>) <volume>12</volume>:<fpage>112</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2164-12-112</pub-id><pub-id pub-id-type="pmid">21324179</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmit</surname> <given-names>K</given-names></name> <name><surname>Michiels</surname> <given-names>C</given-names></name></person-group>. <article-title>TMEM proteins in cancer: a review</article-title>. <source>Front Pharmacol.</source> (<year>2018</year>) <volume>9</volume>:<fpage>1345</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2018.01345</pub-id><pub-id pub-id-type="pmid">30574087</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moretti</surname> <given-names>F</given-names></name> <name><surname>Bergman</surname> <given-names>P</given-names></name> <name><surname>Dodgson</surname> <given-names>S</given-names></name> <name><surname>Marcellin</surname> <given-names>D</given-names></name> <name><surname>Claerr</surname> <given-names>I</given-names></name> <name><surname>Goodwin</surname> <given-names>JM</given-names></name> <etal/></person-group>. <article-title>TMEM41B is a novel regulator of autophagy and lipid mobilization</article-title>. <source>EMBO Rep.</source> (<year>2018</year>) <volume>19</volume>:<fpage>e45889</fpage>. <pub-id pub-id-type="doi">10.15252/embr.201845889</pub-id><pub-id pub-id-type="pmid">30126924</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Costa</surname> <given-names>AS</given-names></name> <name><surname>Costa</surname> <given-names>P</given-names></name> <name><surname>Bessa</surname> <given-names>RJ</given-names></name> <name><surname>Lemos</surname> <given-names>JP</given-names></name> <name><surname>Sim&#x000F5;es</surname> <given-names>JA</given-names></name> <name><surname>Santos</surname> <given-names>SJ</given-names></name> <etal/></person-group>. <article-title>Carcass fat partitioning and meat quality of Alentejana and Barros&#x000E3; young bulls fed high or low maize silage diets</article-title>. <source>Meat Sci.</source> (<year>2013</year>) <volume>93</volume>:<fpage>405</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2012.10.010</pub-id><pub-id pub-id-type="pmid">23273443</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mao</surname> <given-names>Y</given-names></name> <name><surname>Hopkins</surname> <given-names>DL</given-names></name> <name><surname>Zhang</surname> <given-names>Y</given-names></name> <name><surname>Li</surname> <given-names>P</given-names></name> <name><surname>Zhu</surname> <given-names>L</given-names></name> <name><surname>Dong</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Beef quality with different intramuscular fat content and proteomic analysis using isobaric tag for relative and absolute quantitation of differentially expressed proteins</article-title>. <source>Meat Sci.</source> (<year>2016</year>) <volume>118</volume>:<fpage>96</fpage>&#x02013;<lpage>102</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2016.03.028</pub-id><pub-id pub-id-type="pmid">27064846</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalbe</surname> <given-names>C</given-names></name> <name><surname>Priepke</surname> <given-names>A</given-names></name> <name><surname>N&#x000FC;rnberg</surname> <given-names>G</given-names></name> <name><surname>Dannenberger</surname> <given-names>D</given-names></name></person-group>. <article-title>Effects of long-term microalgae supplementation on muscle microstructure, meat quality and fatty acid composition in growing pigs</article-title>. <source>J Anim Physiol Anim Nutr (Berl).</source> (<year>2019</year>) <volume>103</volume>:<fpage>574</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1111/jpn.13037</pub-id><pub-id pub-id-type="pmid">30511431</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belhaj</surname> <given-names>K</given-names></name> <name><surname>Mansouri</surname> <given-names>F</given-names></name> <name><surname>Ben</surname> <given-names>MA</given-names></name> <name><surname>Sindic</surname> <given-names>M</given-names></name> <name><surname>Fauconnier</surname> <given-names>ML</given-names></name> <name><surname>Boukharta</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Proximate composition, amino acid profile, and mineral content of four sheep meats reared extensively in morocco: a comparative study</article-title>. <source>ScientificWorldJournal.</source> (<year>2021</year>) <volume>2021</volume>:<fpage>6633774</fpage>. <pub-id pub-id-type="doi">10.1155/2021/6633774</pub-id><pub-id pub-id-type="pmid">33551686</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y</given-names></name> <name><surname>Li</surname> <given-names>X</given-names></name> <name><surname>Cao</surname> <given-names>Y</given-names></name> <name><surname>Xiao</surname> <given-names>C</given-names></name> <name><surname>Liu</surname> <given-names>Y</given-names></name> <name><surname>Jin</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Effect of the ACAA1 gene on preadipocyte differentiation in sheep</article-title>. <source>Front Genet.</source> (<year>2021</year>) <volume>12</volume>:<fpage>649140</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2021.649140</pub-id><pub-id pub-id-type="pmid">34234807</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khan</surname> <given-names>MI</given-names></name> <name><surname>Jo</surname> <given-names>C</given-names></name> <name><surname>Tariq</surname> <given-names>MR</given-names></name></person-group>. <article-title>Meat flavor precursors and factors influencing flavor precursors&#x02013;a systematic review</article-title>. <source>Meat Sci.</source> (<year>2015</year>) <volume>110</volume>:<fpage>278</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2015.08.002</pub-id><pub-id pub-id-type="pmid">26319308</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Watkins</surname> <given-names>PJ</given-names></name> <name><surname>Frank</surname> <given-names>D</given-names></name> <name><surname>Singh</surname> <given-names>TK</given-names></name> <name><surname>Young</surname> <given-names>OA</given-names></name> <name><surname>Warner</surname> <given-names>RD</given-names></name></person-group>. <article-title>Sheepmeat flavor and the effect of different feeding systems: a review</article-title>. <source>J Agric Food Chem.</source> (<year>2013</year>) <volume>61</volume>:<fpage>3561</fpage>&#x02013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1021/jf303768e</pub-id><pub-id pub-id-type="pmid">23488874</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y</given-names></name> <name><surname>Rong</surname> <given-names>Y</given-names></name> <name><surname>Bao</surname> <given-names>L</given-names></name> <name><surname>Nie</surname> <given-names>B</given-names></name> <name><surname>Ren</surname> <given-names>G</given-names></name> <name><surname>Zheng</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Suppression of adipocyte differentiation and lipid accumulation by stearidonic acid (SDA) in 3T3-L1 cells</article-title>. <source>Lipids Health Dis.</source> (<year>2017</year>) <volume>16</volume>:<fpage>181</fpage>. <pub-id pub-id-type="doi">10.1186/s12944-017-0574-7</pub-id><pub-id pub-id-type="pmid">28946872</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chai</surname> <given-names>J</given-names></name> <name><surname>Diao</surname> <given-names>Q</given-names></name> <name><surname>Zhao</surname> <given-names>J</given-names></name> <name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>Deng</surname> <given-names>K</given-names></name> <name><surname>Qi</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Effects of rearing system on meat quality, fatty acid and amino acid profiles of Hu lambs</article-title>. <source>Anim Sci J.</source> (<year>2018</year>) <volume>89</volume>:<fpage>1178</fpage>&#x02013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.1111/asj.13013</pub-id><pub-id pub-id-type="pmid">29790624</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cabrera</surname> <given-names>MC</given-names></name> <name><surname>Saadoun</surname> <given-names>A</given-names></name></person-group>. <article-title>An overview of the nutritional value of beef and lamb meat from South America</article-title>. <source>Meat Sci.</source> (<year>2014</year>) <volume>98</volume>:<fpage>435</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2014.06.033</pub-id><pub-id pub-id-type="pmid">25042240</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x00027;Quinn</surname> <given-names>TG</given-names></name> <name><surname>Woerner</surname> <given-names>DR</given-names></name> <name><surname>Engle</surname> <given-names>TE</given-names></name> <name><surname>Chapman</surname> <given-names>PL</given-names></name> <name><surname>Legako</surname> <given-names>JF</given-names></name> <name><surname>Brooks</surname> <given-names>JC</given-names></name> <etal/></person-group>. <article-title>Identifying consumer preferences for specific beef flavor characteristics in relation to cattle production and postmortem processing parameters</article-title>. <source>Meat Sci.</source> (<year>2016</year>) <volume>112</volume>:<fpage>90</fpage>&#x02013;<lpage>102</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2015.11.001</pub-id><pub-id pub-id-type="pmid">26560806</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Begum</surname> <given-names>N</given-names></name> <name><surname>Raza</surname> <given-names>A</given-names></name> <name><surname>Shen</surname> <given-names>D</given-names></name> <name><surname>Song</surname> <given-names>H</given-names></name> <name><surname>Zhang</surname> <given-names>Y</given-names></name> <name><surname>Zhang</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Sensory attribute and antioxidant capacity of Maillard reaction products from enzymatic hydrolysate of bovine bone marrow extract</article-title>. <source>J Food Sci Technol.</source> (<year>2020</year>) <volume>57</volume>:<fpage>1786</fpage>&#x02013;<lpage>97</lpage>. <pub-id pub-id-type="doi">10.1007/s13197-019-04212-8</pub-id><pub-id pub-id-type="pmid">32327789</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leonard</surname> <given-names>W</given-names></name> <name><surname>Zhang</surname> <given-names>P</given-names></name> <name><surname>Ying</surname> <given-names>D</given-names></name> <name><surname>Fang</surname> <given-names>Z</given-names></name></person-group>. <article-title>Surmounting the off-flavor challenge in plant-based foods</article-title>. <source>Crit Rev Food Sci Nutr.</source> (<year>2023</year>) <volume>63</volume>:<fpage>10585</fpage>&#x02013;<lpage>10606</lpage>. <pub-id pub-id-type="doi">10.1080/10408398.2022.2078275</pub-id><pub-id pub-id-type="pmid">35603719</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ard&#x000F6;</surname> <given-names>Y</given-names></name></person-group>. <article-title>Flavour formation by amino acid catabolism</article-title>. <source>Biotechnol Adv.</source> (<year>2006</year>) <volume>24</volume>:<fpage>238</fpage>&#x02013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1016/j.biotechadv.2005.11.005</pub-id><pub-id pub-id-type="pmid">16406465</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>Q</given-names></name> <name><surname>Dong</surname> <given-names>K</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Huang</surname> <given-names>X</given-names></name> <name><surname>Wang</surname> <given-names>G</given-names></name> <name><surname>An</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Changes in volatile flavor of yak meat during oxidation based on multi-omics</article-title>. <source>Food Chem.</source> (<year>2022</year>) <volume>371</volume>:<fpage>131103</fpage>. <pub-id pub-id-type="doi">10.1016/j.foodchem.2021.131103</pub-id><pub-id pub-id-type="pmid">34537608</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Van Gemert</surname> <given-names>LJ</given-names></name></person-group>. <source>Compilations of Odour Threshold Values in Air, Water and OtherMedia</source>. <publisher-loc>Zeist</publisher-loc>: <publisher-name>Oliemans, Punter &#x00026; Partners BV</publisher-name> (<year>2011</year>).</citation>
</ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>Y</given-names></name> <name><surname>Guo</surname> <given-names>X</given-names></name> <name><surname>Deng</surname> <given-names>Y</given-names></name> <name><surname>Cheng</surname> <given-names>L</given-names></name> <name><surname>Hu</surname> <given-names>S</given-names></name> <name><surname>Liu</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Effects of different rearing systems on intramuscular fat content, fatty acid composition, and lipid metabolism-related genes expression in breast and thigh muscles of Nonghua ducks</article-title>. <source>Poult Sci.</source> (<year>2020</year>) <volume>99</volume>:<fpage>4832</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.psj.2020.06.073</pub-id><pub-id pub-id-type="pmid">32988520</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Realini</surname> <given-names>CE</given-names></name> <name><surname>Pavan</surname> <given-names>E</given-names></name> <name><surname>Purchas</surname> <given-names>RW</given-names></name> <name><surname>Agnew</surname> <given-names>M</given-names></name> <name><surname>Johnson</surname> <given-names>PL</given-names></name> <name><surname>Bermingham</surname> <given-names>EN</given-names></name> <etal/></person-group>. <article-title>Relationships between intramuscular fat percentage and fatty acid composition in <italic>M. longissimus</italic> lumborum of pasture-finished lambs in New Zealand</article-title>. <source>Meat Sci.</source> (<year>2021</year>) <volume>181</volume>:<fpage>108618</fpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2021.108618</pub-id><pub-id pub-id-type="pmid">34242892</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarjeant</surname> <given-names>K</given-names></name> <name><surname>Stephens</surname> <given-names>JM</given-names></name></person-group>. <article-title>Adipogenesis</article-title>. <source>Cold Spring Harb Perspect Biol.</source> (<year>2012</year>) <volume>4</volume>:<fpage>a008417</fpage>. <pub-id pub-id-type="doi">10.1101/cshperspect.a008417</pub-id><pub-id pub-id-type="pmid">22952395</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao</surname> <given-names>C</given-names></name> <name><surname>Wei</surname> <given-names>T</given-names></name> <name><surname>Liu</surname> <given-names>LX</given-names></name> <name><surname>Liu</surname> <given-names>JQ</given-names></name> <name><surname>Wang</surname> <given-names>CX</given-names></name> <name><surname>Yuan</surname> <given-names>ZY</given-names></name> <etal/></person-group>. <article-title>Whole-transcriptome analysis of preadipocyte and adipocyte and construction of regulatory networks to investigate lipid metabolism in sheep</article-title>. <source>Front Genet.</source> (<year>2021</year>) <volume>12</volume>:<fpage>662143</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2021.662143</pub-id><pub-id pub-id-type="pmid">34394181</pub-id></citation></ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X</given-names></name> <name><surname>Guo</surname> <given-names>X</given-names></name> <name><surname>He</surname> <given-names>X</given-names></name> <name><surname>Liu</surname> <given-names>Q</given-names></name> <name><surname>Di</surname> <given-names>R</given-names></name> <name><surname>Hu</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>Effects of FecB mutation on estrus, ovulation, and endocrine characteristics in small tail Han sheep</article-title>. <source>Front Vet Sci.</source> (<year>2021</year>) <volume>8</volume>:<fpage>709737</fpage>. <pub-id pub-id-type="doi">10.3389/fvets.2021.709737</pub-id><pub-id pub-id-type="pmid">34881317</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiang</surname> <given-names>J</given-names></name> <name><surname>Zhong</surname> <given-names>L</given-names></name> <name><surname>Luo</surname> <given-names>H</given-names></name> <name><surname>Meng</surname> <given-names>L</given-names></name> <name><surname>Dong</surname> <given-names>Y</given-names></name> <name><surname>Qi</surname> <given-names>Z</given-names></name> <etal/></person-group>. <article-title>A comparative analysis of carcass and meat traits, and rumen bacteria between Chinese Mongolian sheep and Dorper &#x000D7; Chinese Mongolian crossbred sheep</article-title>. <source>Animal.</source> (<year>2022</year>) <volume>16</volume>:<fpage>100503</fpage>. <pub-id pub-id-type="doi">10.1016/j.animal.2022.100503</pub-id><pub-id pub-id-type="pmid">35378496</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>X</given-names></name> <name><surname>Xu</surname> <given-names>D</given-names></name> <name><surname>Zhang</surname> <given-names>D</given-names></name> <name><surname>Zhang</surname> <given-names>Y</given-names></name> <name><surname>Song</surname> <given-names>Q</given-names></name> <etal/></person-group>. <article-title>Relationship between rumen microbial differences and traits among Hu sheep, Tan sheep, and Dorper sheep</article-title>. <source>J Anim Sci</source>. (<year>2022</year>) <volume>100</volume>:<fpage>skac261</fpage>. <pub-id pub-id-type="doi">10.1093/jas/skac261</pub-id><pub-id pub-id-type="pmid">35953151</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>K&#x000F6;nig</surname> <given-names>EZ</given-names></name> <name><surname>Mirkena</surname> <given-names>T</given-names></name> <name><surname>Strandberg</surname> <given-names>E</given-names></name> <name><surname>Audho</surname> <given-names>J</given-names></name> <name><surname>Ojango</surname> <given-names>J</given-names></name> <name><surname>Malmfors</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Participatory definition of breeding objectives for sheep breeds under pastoral systems&#x02013;the case of Red Maasai and Dorper sheep in Kenya</article-title>. <source>Trop Anim Health Prod.</source> (<year>2016</year>) <volume>48</volume>:<fpage>9</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1007/s11250-015-0911-7</pub-id><pub-id pub-id-type="pmid">26374208</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gillies</surname> <given-names>AR</given-names></name> <name><surname>Lieber</surname> <given-names>RL</given-names></name></person-group>. <article-title>Structure and function of the skeletal muscle extracellular matrix</article-title>. <source>Muscle Nerve.</source> (<year>2011</year>) <volume>44</volume>:<fpage>318</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1002/mus.22094</pub-id><pub-id pub-id-type="pmid">21949456</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drommer</surname> <given-names>J</given-names></name> <name><surname>Schneider</surname> <given-names>H</given-names></name> <name><surname>Alteheld</surname> <given-names>B</given-names></name> <name><surname>Stehle</surname> <given-names>P</given-names></name> <name><surname>Meier</surname> <given-names>R</given-names></name></person-group>. <article-title>Protein is an important component of nutritional support predicting complications in malnourished hospitalised patients - Details of our previous randomised controlled trial (RCT)</article-title>. <source>Clin Nutr ESPEN.</source> (<year>2015</year>) <volume>10</volume>:<fpage>e124</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.clnesp.2015.02.002</pub-id><pub-id pub-id-type="pmid">28531386</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>Z</given-names></name> <name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Yuan</surname> <given-names>C</given-names></name> <name><surname>Xi</surname> <given-names>B</given-names></name> <name><surname>Yang</surname> <given-names>B</given-names></name> <name><surname>Meng</surname> <given-names>X</given-names></name> <etal/></person-group>. <article-title>Evaluation of mutton quality characteristics of dongxiang tribute sheep based on membership function and gas chromatography and ion mobility spectrometry</article-title>. <source>Front Nutr.</source> (<year>2022</year>) <volume>9</volume>:<fpage>852399</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2022.852399</pub-id><pub-id pub-id-type="pmid">35600824</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Savell</surname> <given-names>JW</given-names></name> <name><surname>Mueller</surname> <given-names>SL</given-names></name> <name><surname>Baird</surname> <given-names>BE</given-names></name></person-group>. <article-title>The chilling of carcasses</article-title>. <source>Meat Sci.</source> (<year>2005</year>) <volume>70</volume>:<fpage>449</fpage>&#x02013;<lpage>59</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2004.06.027</pub-id><pub-id pub-id-type="pmid">22063744</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stewart</surname> <given-names>SM</given-names></name> <name><surname>McGilchrist</surname> <given-names>P</given-names></name> <name><surname>Gardner</surname> <given-names>GE</given-names></name> <name><surname>Pethick</surname> <given-names>DW</given-names></name></person-group>. <article-title>Lamb loin tenderness is not associated with plasma indicators of pre-slaughter stress</article-title>. <source>Meat Sci.</source> (<year>2018</year>) <volume>137</volume>:<fpage>147</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2017.11.029</pub-id><pub-id pub-id-type="pmid">29197762</pub-id></citation></ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakamura</surname> <given-names>MT</given-names></name> <name><surname>Yudell</surname> <given-names>BE</given-names></name> <name><surname>Loor</surname> <given-names>JJ</given-names></name></person-group>. <article-title>Regulation of energy metabolism by long-chain fatty acids</article-title>. <source>Prog Lipid Res.</source> (<year>2014</year>) <volume>53</volume>:<fpage>124</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.plipres.2013.12.001</pub-id><pub-id pub-id-type="pmid">24362249</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Calder</surname> <given-names>PC</given-names></name></person-group>. <article-title>Functional roles of fatty acids and their effects on human health</article-title>. <source>JPEN J Parenter Enteral Nutr.</source> (<year>2015</year>) 39:18S&#x02212;32S. <pub-id pub-id-type="doi">10.1177/0148607115595980</pub-id><pub-id pub-id-type="pmid">26177664</pub-id></citation></ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matar</surname> <given-names>AM</given-names></name> <name><surname>Abdelrahman</surname> <given-names>MM</given-names></name> <name><surname>Alhidary</surname> <given-names>IA</given-names></name> <name><surname>Ayadi</surname> <given-names>MA</given-names></name> <name><surname>Alobre</surname> <given-names>MM</given-names></name> <name><surname>Aljumaah</surname> <given-names>RS</given-names></name></person-group>. <article-title>Effects of roughage quality and particle size on rumen parameters and fatty acid profiles of longissimus dorsi fat of lambs fed complete feed</article-title>. <source>Animals (Basel).</source> (<year>2020</year>) <volume>10</volume>:<fpage>2182</fpage>. <pub-id pub-id-type="doi">10.3390/ani10112182</pub-id><pub-id pub-id-type="pmid">33266409</pub-id></citation></ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gai</surname> <given-names>Z</given-names></name> <name><surname>Wang</surname> <given-names>T</given-names></name> <name><surname>Visentin</surname> <given-names>M</given-names></name> <name><surname>Kullak-Ublick</surname> <given-names>GA</given-names></name> <name><surname>Fu</surname> <given-names>X</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name></person-group>. <article-title>Lipid accumulation and chronic kidney disease</article-title>. <source>Nutrients.</source> (<year>2019</year>) <volume>11</volume>:<fpage>722</fpage>. <pub-id pub-id-type="doi">10.3390/nu11040722</pub-id><pub-id pub-id-type="pmid">30925738</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>SC</given-names></name> <name><surname>Lin</surname> <given-names>SH</given-names></name> <name><surname>Chang</surname> <given-names>JS</given-names></name> <name><surname>Chien</surname> <given-names>YW</given-names></name></person-group>. <article-title>High fat diet with a high monounsaturated fatty acid and polyunsaturated/saturated fatty acid ratio suppresses body fat accumulation and weight gain in obese hamsters</article-title>. <source>Nutrients.</source> (<year>2017</year>) <volume>9</volume>:<fpage>1148</fpage>. <pub-id pub-id-type="doi">10.3390/nu9101148</pub-id><pub-id pub-id-type="pmid">29048361</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Osales</surname> <given-names>NCA</given-names></name> <name><surname>Ferguson</surname> <given-names>MB</given-names></name> <name><surname>Briegel</surname> <given-names>JR</given-names></name> <name><surname>Hedger</surname> <given-names>MP</given-names></name> <name><surname>Martin</surname> <given-names>GB</given-names></name> <name><surname>Thompson</surname> <given-names>AN</given-names></name></person-group>. <article-title>Pre-pubertal growth, muscle and fat accumulation in male and female sheep-Relationships with metabolic hormone concentrations, timing of puberty and reproductive outcomes</article-title>. <source>Reprod Domest Anim</source>. (<year>2019</year>) <volume>54</volume>:<fpage>1596</fpage>&#x02013;<lpage>1603</lpage>. <pub-id pub-id-type="doi">10.1111/rda.13568</pub-id><pub-id pub-id-type="pmid">31549426</pub-id></citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clifton</surname> <given-names>PM</given-names></name> <name><surname>Keogh</surname> <given-names>JB</given-names></name></person-group>. <article-title>A systematic review of the effect of dietary saturated and polyunsaturated fat on heart disease</article-title>. <source>Nutr Metab Cardiovasc Dis.</source> (<year>2017</year>) <volume>27</volume>:<fpage>1060</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1016/j.numecd.2017.10.010</pub-id><pub-id pub-id-type="pmid">29174025</pub-id></citation></ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakamura</surname> <given-names>H</given-names></name> <name><surname>Tsujiguchi</surname> <given-names>H</given-names></name> <name><surname>Kambayashi</surname> <given-names>Y</given-names></name> <name><surname>Hara</surname> <given-names>A</given-names></name> <name><surname>Miyagi</surname> <given-names>S</given-names></name> <name><surname>Yamada</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Relationship between saturated fatty acid intake and hypertension and oxidative stress</article-title>. <source>Nutrition.</source> (<year>2019</year>) <volume>61</volume>:<fpage>8</fpage>&#x02013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1016/j.nut.2018.10.020</pub-id><pub-id pub-id-type="pmid">30682705</pub-id></citation></ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hunter</surname> <given-names>JE</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Kris-Etherton</surname> <given-names>PM</given-names></name></person-group>. <article-title>Cardiovascular disease risk of dietary stearic acid compared with trans, other saturated, and unsaturated fatty acids: a systematic review</article-title>. <source>Am J Clin Nutr.</source> (<year>2010</year>) <volume>91</volume>:<fpage>46</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.3945/ajcn.2009.27661</pub-id><pub-id pub-id-type="pmid">19939984</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chikwanha</surname> <given-names>OC</given-names></name> <name><surname>Vahmani</surname> <given-names>P</given-names></name> <name><surname>Muchenje</surname> <given-names>V</given-names></name> <name><surname>Dugan</surname> <given-names>MER</given-names></name> <name><surname>Mapiye</surname> <given-names>C</given-names></name></person-group>. <article-title>Nutritional enhancement of sheep meat fatty acid profile for human health and wellbeing</article-title>. <source>Food Res Int.</source> (<year>2018</year>) <volume>104</volume>:<fpage>25</fpage>&#x02013;<lpage>38</lpage>. <pub-id pub-id-type="doi">10.1016/j.foodres.2017.05.005</pub-id><pub-id pub-id-type="pmid">29433780</pub-id></citation></ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Joo</surname> <given-names>ST</given-names></name> <name><surname>Hwang</surname> <given-names>YH</given-names></name> <name><surname>Frank</surname> <given-names>D</given-names></name></person-group>. <article-title>Characteristics of Hanwoo cattle and health implications of consuming highly marbled Hanwoo beef</article-title>. <source>Meat Sci.</source> (<year>2017</year>) <volume>132</volume>:<fpage>45</fpage>&#x02013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2017.04.262</pub-id><pub-id pub-id-type="pmid">28602574</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Erkkil&#x000E4;</surname> <given-names>A</given-names></name> <name><surname>de Mello</surname> <given-names>VD</given-names></name> <name><surname>Ris&#x000E9;rus</surname> <given-names>U</given-names></name> <name><surname>Laaksonen</surname> <given-names>DE</given-names></name></person-group>. <article-title>Dietary fatty acids and cardiovascular disease: an epidemiological approach</article-title>. <source>Prog Lipid Res.</source> (<year>2008</year>) <volume>47</volume>:<fpage>172</fpage>&#x02013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1016/j.plipres.2008.01.004</pub-id><pub-id pub-id-type="pmid">18328267</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bachmanov</surname> <given-names>AA</given-names></name> <name><surname>Bosak</surname> <given-names>NP</given-names></name> <name><surname>Glendinning</surname> <given-names>JI</given-names></name> <name><surname>Inoue</surname> <given-names>M</given-names></name> <name><surname>Li</surname> <given-names>X</given-names></name> <name><surname>Manita</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Genetics of amino acid taste and appetite</article-title>. <source>Adv Nutr.</source> (<year>2016</year>) 7:806S&#x02212;22S. <pub-id pub-id-type="doi">10.3945/an.115.011270</pub-id><pub-id pub-id-type="pmid">27422518</pub-id></citation></ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>JY</given-names></name> <name><surname>Loo</surname> <given-names>EP</given-names></name> <name><surname>Pang</surname> <given-names>TY</given-names></name> <name><surname>Lercher</surname> <given-names>M</given-names></name> <name><surname>Frommer</surname> <given-names>WB</given-names></name> <name><surname>Wudick</surname> <given-names>MM</given-names></name></person-group>. <article-title>Cellular export of sugars and amino acids: role in feeding other cells and organisms</article-title>. <source>Plant Physiol.</source> (<year>2021</year>) <volume>187</volume>:<fpage>1893</fpage>&#x02013;<lpage>914</lpage>. <pub-id pub-id-type="doi">10.1093/plphys/kiab228</pub-id><pub-id pub-id-type="pmid">34015139</pub-id></citation></ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maoz</surname> <given-names>I</given-names></name> <name><surname>Lewinsohn</surname> <given-names>E</given-names></name> <name><surname>Gonda</surname> <given-names>I</given-names></name></person-group>. <article-title>Amino acids metabolism as a source for aroma volatiles biosynthesis</article-title>. <source>Curr Opin Plant Biol.</source> (<year>2022</year>) <volume>67</volume>:<fpage>102221</fpage>. <pub-id pub-id-type="doi">10.1016/j.pbi.2022.102221</pub-id><pub-id pub-id-type="pmid">35533493</pub-id></citation></ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oliveira</surname> <given-names>GB</given-names></name> <name><surname>Alewijn</surname> <given-names>M</given-names></name> <name><surname>Boerrigter-Eenling</surname> <given-names>R</given-names></name> <name><surname>van Ruth</surname> <given-names>SM</given-names></name></person-group>. <article-title>Compositional signatures of conventional, free range, and organic pork meat using fingerprint techniques</article-title>. <source>Foods.</source> (<year>2015</year>) <volume>4</volume>:<fpage>359</fpage>&#x02013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.3390/foods4030359</pub-id><pub-id pub-id-type="pmid">28231211</pub-id></citation></ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elmore</surname> <given-names>JS</given-names></name> <name><surname>Cooper</surname> <given-names>SL</given-names></name> <name><surname>Enser</surname> <given-names>M</given-names></name> <name><surname>Mottram</surname> <given-names>DS</given-names></name> <name><surname>Sinclair</surname> <given-names>LA</given-names></name> <name><surname>Wilkinson</surname> <given-names>RG</given-names></name> <etal/></person-group>. <article-title>Dietary manipulation of fatty acid composition in lamb meat and its effect on the volatile aroma compounds of grilled lamb</article-title>. <source>Meat Sci.</source> (<year>2005</year>) <volume>69</volume>:<fpage>233</fpage>&#x02013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2004.07.002</pub-id><pub-id pub-id-type="pmid">22062813</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>W</given-names></name> <name><surname>Sun</surname> <given-names>B</given-names></name> <name><surname>Hu</surname> <given-names>P</given-names></name> <name><surname>Zhou</surname> <given-names>M</given-names></name> <name><surname>Sun</surname> <given-names>S</given-names></name> <name><surname>Du</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Comparison of differential flavor metabolites in meat of Lubei white goat, Jining gray goat and boer goat</article-title>. <source>Metabolites.</source> (<year>2019</year>) <volume>9</volume>:<fpage>176</fpage>. <pub-id pub-id-type="doi">10.3390/metabo9090176</pub-id><pub-id pub-id-type="pmid">31491957</pub-id></citation></ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garc&#x000ED;a-Gonz&#x000E1;lez</surname> <given-names>DL</given-names></name> <name><surname>Aparicio</surname> <given-names>R</given-names></name> <name><surname>Aparicio-Ruiz</surname> <given-names>R</given-names></name></person-group>. <article-title>Volatile and amino acid profiling of dry cured hams from different swine breeds and processing methods</article-title>. <source>Molecules.</source> (<year>2013</year>) <volume>18</volume>:<fpage>3927</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.3390/molecules18043927</pub-id><pub-id pub-id-type="pmid">23552905</pub-id></citation></ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Calkins</surname> <given-names>CR</given-names></name> <name><surname>Hodgen</surname> <given-names>JM</given-names></name></person-group>. <article-title>A fresh look at meat flavor</article-title>. <source>Meat Sci.</source> (<year>2007</year>) <volume>77</volume>:<fpage>63</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2007.04.016</pub-id><pub-id pub-id-type="pmid">22061397</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Tang</surname> <given-names>C</given-names></name> <name><surname>Yang</surname> <given-names>Y</given-names></name> <name><surname>Hu</surname> <given-names>Y</given-names></name> <name><surname>Zhao</surname> <given-names>Q</given-names></name> <name><surname>Ma</surname> <given-names>Q</given-names></name> <etal/></person-group>. <article-title>Characterization of meat quality traits, fatty acids and volatile compounds in Hu and Tan sheep</article-title>. <source>Front Nutr.</source> (<year>2023</year>) <volume>10</volume>:<fpage>1072159</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2023.1072159</pub-id><pub-id pub-id-type="pmid">36866058</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>C</given-names></name> <name><surname>Zhang</surname> <given-names>H</given-names></name> <name><surname>Liu</surname> <given-names>M</given-names></name> <name><surname>Zhao</surname> <given-names>X</given-names></name> <name><surname>Luo</surname> <given-names>H</given-names></name></person-group>. <article-title>Effect of breed on the volatile compound precursors and odor profile attributes of lamb meat</article-title>. <source>Foods.</source> (<year>2020</year>) <volume>9</volume>:<fpage>1178</fpage>. <pub-id pub-id-type="doi">10.3390/foods9091178</pub-id><pub-id pub-id-type="pmid">32858830</pub-id></citation></ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>S</given-names></name> <name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>Zhu</surname> <given-names>MJ</given-names></name></person-group>. <article-title>A sensitive GC/MS detection method for analyzing microbial metabolites short chain fatty acids in fecal and serum samples</article-title>. <source>Talanta.</source> (<year>2019</year>) <volume>196</volume>:<fpage>249</fpage>&#x02013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1016/j.talanta.2018.12.049</pub-id><pub-id pub-id-type="pmid">30683360</pub-id></citation></ref>
<ref id="B75">
<label>75.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snel</surname> <given-names>SJE</given-names></name> <name><surname>Pascu</surname> <given-names>M</given-names></name> <name><surname>Bodn&#x000E1;r</surname> <given-names>I</given-names></name> <name><surname>Avison</surname> <given-names>S</given-names></name> <name><surname>van der Goot</surname> <given-names>AJ</given-names></name> <name><surname>Beyrer</surname> <given-names>M</given-names></name></person-group>. <article-title>Flavor-protein interactions for four plant proteins with ketones and esters</article-title>. <source>Heliyon.</source> (<year>2023</year>) <volume>9</volume>:<fpage>e16503</fpage>. <pub-id pub-id-type="doi">10.1016/j.heliyon.2023.e16503</pub-id><pub-id pub-id-type="pmid">37292350</pub-id></citation></ref>
<ref id="B76">
<label>76.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anandakumar</surname> <given-names>P</given-names></name> <name><surname>Kamaraj</surname> <given-names>S</given-names></name> <name><surname>Vanitha</surname> <given-names>MK</given-names></name></person-group>. <article-title>D-limonene: a multifunctional compound with potent therapeutic effects</article-title>. <source>J Food Biochem.</source> (<year>2021</year>) <volume>45</volume>:<fpage>e13566</fpage>. <pub-id pub-id-type="doi">10.1111/jfbc.13566</pub-id><pub-id pub-id-type="pmid">33289132</pub-id></citation></ref>
<ref id="B77">
<label>77.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Marchese</surname> <given-names>R</given-names></name> <name><surname>Lo Nigro</surname> <given-names>C</given-names></name> <name><surname>Scaduto</surname> <given-names>F</given-names></name></person-group>. <article-title>Use of bronchoscopic steam thermal ablation (BTVA) in a clinically compromised patient</article-title>. <source>J Cardiothorac Surg.</source> (<year>2022</year>) <volume>17</volume>:<fpage>16</fpage>. <pub-id pub-id-type="doi">10.1186/s13019-022-01756-3</pub-id><pub-id pub-id-type="pmid">35130938</pub-id></citation></ref>
<ref id="B78">
<label>78.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhong</surname> <given-names>W</given-names></name> <name><surname>Fan</surname> <given-names>B</given-names></name> <name><surname>Cong</surname> <given-names>H</given-names></name> <name><surname>Wang</surname> <given-names>T</given-names></name> <name><surname>Gu</surname> <given-names>J</given-names></name></person-group>. <article-title>Oleic acid-induced perilipin 5 expression and lipid droplets formation are regulated by the PI3K/PPAR&#x003B1; pathway in HepG2 cells</article-title>. <source>Appl Physiol Nutr Metab.</source> (<year>2019</year>) <volume>44</volume>:<fpage>840</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1139/apnm-2018-0729</pub-id><pub-id pub-id-type="pmid">31274012</pub-id></citation></ref>
<ref id="B79">
<label>79.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>JJ</given-names></name> <name><surname>Huang</surname> <given-names>CJ</given-names></name> <name><surname>Xie</surname> <given-names>D</given-names></name></person-group>. <article-title>Anti-obesity effects of conjugated linoleic acid, docosahexaenoic acid, and eicosapentaenoic acid</article-title>. <source>Mol Nutr Food Res.</source> (<year>2008</year>) <volume>52</volume>:<fpage>631</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1002/mnfr.200700399</pub-id><pub-id pub-id-type="pmid">18306430</pub-id></citation></ref>
<ref id="B80">
<label>80.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Korbecki</surname> <given-names>J</given-names></name> <name><surname>Bobi&#x00144;ski</surname> <given-names>R</given-names></name> <name><surname>Dutka</surname> <given-names>M</given-names></name></person-group>. <article-title>Self-regulation of the inflammatory response by peroxisome proliferator-activated receptors</article-title>. <source>Inflamm Res.</source> (<year>2019</year>) <volume>68</volume>:<fpage>443</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1007/s00011-019-01231-1</pub-id><pub-id pub-id-type="pmid">30927048</pub-id></citation></ref>
<ref id="B81">
<label>81.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Y</given-names></name> <name><surname>Chen</surname> <given-names>H</given-names></name> <name><surname>Huang</surname> <given-names>H</given-names></name> <name><surname>Chen</surname> <given-names>F</given-names></name> <name><surname>Hong</surname> <given-names>J</given-names></name> <name><surname>Zhao</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Revelation for the influence mechanism of long-chain fatty acid ethyl esters on the baijiu quality by multicomponent chemometrics combined with modern flavor sensomics</article-title>. <source>Foods.</source> (<year>2023</year>) <volume>12</volume>:<fpage>1267</fpage>. <pub-id pub-id-type="doi">10.3390/foods12061267</pub-id><pub-id pub-id-type="pmid">36981194</pub-id></citation></ref>
</ref-list>
</back>
</article>