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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>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2022.851402</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Key Enzymes in Fatty Acid Synthesis Pathway for Bioactive Lipids Biosynthesis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Zhuang</surname> <given-names>Xiao-Yan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1638012/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yong-Hui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xiao</surname> <given-names>An-Feng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhang</surname> <given-names>Ai-Hui</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1475518/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Fang</surname> <given-names>Bai-Shan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/592202/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>College of Food and Biological Engineering, Jimei University</institution>, <addr-line>Xiamen</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering, Xiamen University</institution>, <addr-line>Xiamen</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Xiao-Jun Ji, Nanjing Tech University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Hu-Hu Liu, Hunan Agricultural University, China; Xiao-Man Sun, Nanjing Normal University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Ai-Hui Zhang <email>zhangaihui&#x00040;xmu.edu.cn</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Food Chemistry, a section of the journal Frontiers in Nutrition</p></fn></author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>851402</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Zhuang, Zhang, Xiao, Zhang and Fang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhuang, Zhang, Xiao, Zhang and Fang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Dietary bioactive lipids, one of the three primary nutrients, is not only essential for growth and provides nutrients and energy for life&#x00027;s activities but can also help to guard against disease, such as Alzheimer&#x00027;s and cardiovascular diseases, which further strengthen the immune system and maintain many body functions. Many microorganisms, such as yeast, algae, and marine fungi, have been widely developed for dietary bioactive lipids production. These biosynthetic processes were not limited by the climate and ground, which are also responsible for superiority of shorter periods and high conversion rate. However, the production process was also exposed to the challenges of low stability, concentration, and productivity, which was derived from the limited knowledge about the critical enzyme in the metabolic pathway. Fortunately, the development of enzymatic research methods provides powerful tools to understand the catalytic process, including site-specific mutagenesis, protein dynamic simulation, and metabolic engineering technology. Thus, we review the characteristics of critical desaturase and elongase involved in the fatty acids&#x00027; synthesis metabolic pathway, which aims to not only provide extensive data for enzyme rational design and modification but also provides a more profound and comprehensive understanding of the dietary bioactive lipids&#x00027; synthetic process.</p></abstract>
<kwd-group>
<kwd>bioactive lipids</kwd>
<kwd>desaturase</kwd>
<kwd>elongase</kwd>
<kwd>fatty acid synthesis pathway</kwd>
<kwd>oleogenic microorganisms</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Postdoctoral Program for Innovative Talents<named-content content-type="fundref-id">10.13039/501100012152</named-content></contract-sponsor>
<contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="102"/>
<page-count count="12"/>
<word-count count="9269"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Lipid plays a critical role in maintaining the normal function of growth and metabolism, which is not only an essential factor for the fluidity of the plasma membrane but is also a carrier to store material and energy (<xref ref-type="bibr" rid="B1">1</xref>). Long chain polyunsaturated fatty acids (LCPUFAs) are the main active and functional components in lipid. With the continuous improvement of people&#x00027;s life quality, more and more attention is paid to the intake and proportion of various kinds of LCPUFAs in the daily diet (<xref ref-type="bibr" rid="B2">2</xref>). The fatty acids in the daily diet are mainly consisted of saturated ones and unsaturated ones. According to the different positions of unsaturated double bonds, LCPUFAs can be mainly divided into &#x003C9;3 and &#x003C9;6 series, such as docosahexaenoic acid (DHA, C22:6<sup>&#x00394;4,7,10,13,16,19</sup> &#x003C9;3), eicosapentaenoic acid (EPA, C20:4<sup>&#x00394;5,8,11,14,17</sup>, &#x003C9;3), and arachidonic acid (AA, C20:4<sup>&#x00394;5,8,11,14</sup>, &#x003C9;6) (<xref ref-type="bibr" rid="B3">3</xref>). These LCPUFAs also play a crucial role in not only growth and brain development but also in preventing cardiovascular diseases, hypertension, and diabetes (<xref ref-type="bibr" rid="B4">4</xref>). Therefore, the Food and Agriculture Organization of the United Nations (FAO) and the World Health Organization (WHO) issued a joint statement that the intake of LCPUFAs fatty acids daily should not be &#x0003C;1.3 g (<xref ref-type="bibr" rid="B5">5</xref>). However, mammals can&#x00027;t <italic>de novo</italic> synthesize these LCPUFAs, which make getting supplements from diet to be particularly important (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>In daily diet, the intake of LCPUFAs is the primary driver of deep-sea fish and vegetable oil. Adapt to a low-temperature marine environment, deep-sea fish oil is rich in LCPUFAs, enriched from the marine microalgae (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Some plants such as soybeans, flax, and peanut, can store lipid in their seed, from which humans could extract and harvest linoleic acid (LA, 18:2<sup>&#x00394;9,12</sup>, &#x003C9;6) and &#x003B1;-linolenic acid (ALA, C18:3<sup>&#x00394;9,12,15</sup>, &#x003C9;3) rich oil (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). However, harvesting the LCPUFAs from plants and deep-sea fish is a time-consuming process, which was also limited by climate, land and ecological environment (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Furthermore, the plant could not provide LCPUFAs of DHA and ARA, while overfishing caused more deadly consequences, including destructive fishing practices, killing off the fish, and breaking the ecological balance (<xref ref-type="bibr" rid="B13">13</xref>). Thus, with the explosion of population, the LCPUFAs harvest speed from these two approaches can no longer meet market demand needs. Fortunately, the development of LCPUFAs from oleaginous microorganisms and microalgae provides an alternative source for increasing market demand. At present, many LCPUFAs&#x00027; production processes have been developed, including <italic>Schizochytrium</italic> sp., <italic>Mortierella alpina, Thraustochytrids</italic> and <italic>Yarrowia lipolytica</italic> (<xref ref-type="bibr" rid="B14">14</xref>&#x02013;<xref ref-type="bibr" rid="B17">17</xref>). Compared with LCPUFAs from plant and fish oil, the LCPUFAs driver from microorganisms and microalgae own many advantages. On the one hand, it broke the loose of climate and ground; on the other hand, higher proliferation, growth and LCPUFAs rich oil accumulation rate enhance the productivity and low the cost. Thus, the development LCPUFAs rich oil strategies attract more attention from scientists worldwide, promoting the development and research rate significantly.</p>
<p>Based on the previous studies, the synthesis approaches of LCPUFAs mainly consisted of the fatty acid synthesis pathway (FAS) and polyketosynthase (PKS) pathway (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Compared with PKS, the FAS pathway is more extensive and typical in all oleogenic microorganisms. As shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, many kinds of fatty acid desaturases and elongases play an essential role in synthesizing LCPUFAs, which perform the functions of introducing double bonds and extending the carbon chain. Thus, this paper reviews the features of and advances of these critical enzymes in LCPUFAs synthetic pathway. We also discuss the challenge and the most promising breakthrough direction of enzyme in LCPUFAs synthetic pathway, which aims to provide detailed information and novel ideas for the follow-up research in this field.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Key enzyme in the fatty acids&#x00027; synthesis pathway.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-09-851402-g0001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>Vital Desaturase in &#x003C9;-6 and &#x003C9;-3 Pathway</title>
<sec>
<title>&#x00394;9-Desaturase</title>
<p>&#x00394;9-desaturase is a central enzyme to synthesize the long chain monounsaturated fatty acids (LCMUFAs) from long chain saturated fatty acids (LCSFAs), which catalyze stearic acid (SA, 18:0) and palmitic acid (PA; C16:0) to oleic acid (OA, 18:1<sup>&#x00394;9</sup>) and palmitoleic acid (POA, C16:1<sup>&#x00394;9</sup>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Scientists also have identified and characterized the various &#x00394;9-fatty acid desaturase gene from <italic>Rhodotorula toruloides</italic> (<xref ref-type="bibr" rid="B20">20</xref>) and <italic>Pseudomonas sp</italic>. (<xref ref-type="bibr" rid="B21">21</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>). These &#x00394;9-desaturases shared three histidine-conserved boxes that would be the catalytic position of &#x00394;9 fatty acid desaturase. The Rt&#x00394;9FAD protein was also predicted to have four possible transmembrane domains (<xref ref-type="bibr" rid="B54">54</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>The characteristic of the desaturase in &#x003C9;-6 and &#x003C9;-3 pathway.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Desaturase</bold></th>
<th valign="top" align="left"><bold>Source</bold></th>
<th valign="top" align="left"><bold>Conversion rate</bold></th>
<th valign="top" align="center"><bold>Gene (bp)</bold></th>
<th valign="top" align="center"><bold>Amino acid</bold></th>
<th valign="top" align="center"><bold>Molecular mass (kDa)</bold></th>
<th valign="top" align="left"><bold>GeneBank No</bold>.</th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x00394;9</td>
<td valign="top" align="left"><italic>Rhodotorula toruloides</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,635</td>
<td valign="top" align="center">545</td>
<td valign="top" align="center">60.8</td>
<td valign="top" align="left">XP_016270987.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pseudomonas sp</italic>.</td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,182</td>
<td valign="top" align="center">394</td>
<td valign="top" align="center">45</td>
<td valign="top" align="left">AMX81567.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Phaeodactylum tricornutum</italic></td>
<td valign="top" align="left">11.9%</td>
<td valign="top" align="center">1,227</td>
<td valign="top" align="center">408</td>
<td valign="top" align="center">46.36</td>
<td valign="top" align="left">/</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;12</td>
<td valign="top" align="left"><italic>Isochrysis galbana</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,158</td>
<td valign="top" align="center">386</td>
<td valign="top" align="center">42.8</td>
<td valign="top" align="left">ABD58898.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Acanthamoeba castellanii</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,224</td>
<td valign="top" align="center">407</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">ABK15557.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Chlamydomonas sp</italic>.</td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,845</td>
<td valign="top" align="center">433</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">ACX42440.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Calendula officinalis</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,411</td>
<td valign="top" align="center">383</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">AAK26633.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Helianthus annuus</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,259</td>
<td valign="top" align="center">382</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">AAL68983.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Chlorella vulgaris</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">2,032</td>
<td valign="top" align="center">385</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">ACF98528.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Phaeodactylum tricornutum</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,526</td>
<td valign="top" align="center">436</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">AAO23564.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Haematococcus pluvialis</td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,137</td>
<td valign="top" align="center">378</td>
<td valign="top" align="center">43.29</td>
<td valign="top" align="left">MH817076.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B31">31</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Rhodotorula toruloides</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,356</td>
<td valign="top" align="center">451</td>
<td valign="top" align="center">50.6</td>
<td valign="top" align="left">XM_016420199.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B32">32</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;6</td>
<td valign="top" align="left"><italic>Glossomastix chrysoplasta</italic></td>
<td valign="top" align="left">7% to ALA, 6% to LA</td>
<td valign="top" align="center">1,821</td>
<td valign="top" align="center">465</td>
<td valign="top" align="center">51.9</td>
<td valign="top" align="left">AAU11445.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pythium splendens</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,380</td>
<td valign="top" align="center">459</td>
<td valign="top" align="center">52.7</td>
<td valign="top" align="left">JX431892.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B34">34</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Myrmecia incisa</italic></td>
<td valign="top" align="left">3.14% to LA, 2.21% to ALA</td>
<td valign="top" align="center">1,443</td>
<td valign="top" align="center">480</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">JN205756.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B35">35</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Mucor rouxii</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,831</td>
<td valign="top" align="center">467</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">AAR27297.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B36">36</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Micromonas pusilla</italic></td>
<td valign="top" align="left">60% to ALA, 10% to LA</td>
<td valign="top" align="center">1,570</td>
<td valign="top" align="center">463</td>
<td valign="top" align="center">54.52</td>
<td valign="top" align="left">XM_003056946.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Rhodococcus sp</italic>.</td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,242</td>
<td valign="top" align="center">413</td>
<td valign="top" align="center">45</td>
<td valign="top" align="left">AB847088.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pythium sp</italic>.</td>
<td valign="top" align="left">62.7% to LA, 60.9% to ALA</td>
<td valign="top" align="center">1,401</td>
<td valign="top" align="center">466</td>
<td valign="top" align="center">52.8</td>
<td valign="top" align="left">ALE65995.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B39">39</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Dunaliella salina</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,329</td>
<td valign="top" align="center">422</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">/</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">40</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Thalassiosira pseudonana</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,455</td>
<td valign="top" align="center">484</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">AY817155.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B41">41</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Isochrysis sp</italic>.</td>
<td valign="top" align="left">2.3% to LA, 6.3% to ALA</td>
<td valign="top" align="center">1,478</td>
<td valign="top" align="center">482</td>
<td valign="top" align="center">&#x0007E;78</td>
<td valign="top" align="left">KR005946.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B42">42</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Mucor sp</italic>.</td>
<td/>
<td valign="top" align="center">1,572</td>
<td valign="top" align="center">523</td>
<td/>
<td valign="top" align="left">AB090360.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B43">43</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;5</td>
<td valign="top" align="left"><italic>Leishmania major</italic></td>
<td valign="top" align="left">5% to DGLA, 6% to ETA</td>
<td valign="top" align="center">1,254</td>
<td valign="top" align="center">417</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">HQ678521.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Mortierella alpina</italic></td>
<td valign="top" align="left">12% to DGLA, 12.5% to ETA</td>
<td valign="top" align="center">1,341</td>
<td valign="top" align="center">446</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">GU593328.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Ostreococcus tauri</italic></td>
<td valign="top" align="left">9% to DGLA, 11% to ETA</td>
<td valign="top" align="center">1,476</td>
<td valign="top" align="center">491</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">HQ678520.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Ostreococcus lucimarinus</italic></td>
<td valign="top" align="left">6% to DGLA, 8% to ETA</td>
<td valign="top" align="center">1,476</td>
<td valign="top" align="center">491</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">HQ678519.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Paramecium tetraurelia</italic></td>
<td valign="top" align="left">13% to DGLA, 14% to ETA</td>
<td valign="top" align="center">1,542</td>
<td valign="top" align="center">513</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">HQ678517.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Oblongichytrium sp</italic>.</td>
<td valign="top" align="left">24.8% to DGLA, 36.6% to ETA</td>
<td valign="top" align="center">1,308</td>
<td valign="top" align="center">435</td>
<td valign="top" align="center">50</td>
<td valign="top" align="left">AB432913.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B45">45</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Thraustochytrium sp</italic>.</td>
<td valign="top" align="left">19.9% to DGLA, 22.9% to ETA</td>
<td valign="top" align="center">1,320</td>
<td valign="top" align="center">439</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">EU643618.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Isochrysis sp</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,170</td>
<td valign="top" align="center">382</td>
<td valign="top" align="center">70</td>
<td valign="top" align="left">KR062001.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;4</td>
<td valign="top" align="left"><italic>Isochrysis galbana</italic></td>
<td valign="top" align="left">34 % to DPA</td>
<td valign="top" align="center">1,302</td>
<td valign="top" align="center">433</td>
<td valign="top" align="center">48.1</td>
<td valign="top" align="left">JQ664598.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Isochrysis sphaerica</italic></td>
<td valign="top" align="left">79.8 to DPA</td>
<td valign="top" align="center">1,284</td>
<td valign="top" align="center">427</td>
<td valign="top" align="center">47.9</td>
<td valign="top" align="left">JQ791105.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B50">50</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Ostreococcus lucimarinus</italic></td>
<td valign="top" align="left">10% to DPA, 4% to DTA</td>
<td valign="top" align="center">1,409</td>
<td valign="top" align="center">459</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">XM_001415706.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pavlova lutheri</italic></td>
<td valign="top" align="left">&#x0007E;30% to DPA and DTA</td>
<td valign="top" align="center">1,619</td>
<td valign="top" align="center">445</td>
<td valign="top" align="center">49</td>
<td valign="top" align="left">AAQ98793.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B52">52</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pavlova viridis</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,440</td>
<td valign="top" align="center">479</td>
<td valign="top" align="center">52.7</td>
<td valign="top" align="left">GU594191.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B53">53</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As the obstacles in harvest crystal structures of fatty acid desaturases located in the membrane, homology modeling could predict the three-dimensional structures. The docking studies could be employed to predict the active center of the desaturases. Predicted by docking results, His34, His71, and, His206 were the possible residues to contact with the docked palmitic acid, located in the first, second, and third conserved histidine boxes (<xref ref-type="bibr" rid="B21">21</xref>). Another study of homology modeling and docking also showed that four &#x003B1;-helices constitute the catalytic site and transmembrane domain in &#x00394;9-desaturase from <italic>Arthrospira platensis</italic> (<xref ref-type="bibr" rid="B55">55</xref>). Beyond that, 3D structure modeling studies revealed that three variant amino acids (F160, A223, and L156) in domain &#x00394;9-desaturase encoded by gene <italic>PtAAD</italic> narrow the space of substrate binding center, explaining the reason of substrate preference of this especial &#x00394;9-desaturase for palmitic acid (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>The effect of site directed mutagenesis on the performance of desaturase.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Enzyme</bold></th>
<th valign="top" align="left"><bold>Source</bold></th>
<th valign="top" align="left"><bold>Mutation site</bold></th>
<th valign="top" align="left"><bold>Performance</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x00394;9-desaturase</td>
<td valign="top" align="left"><italic>Phaeodactylum tricornutum</italic></td>
<td valign="top" align="left">F160L, A223T, and L156M</td>
<td valign="top" align="left">Substrate preference changes from C16:0 to C18:0</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;12-desaturase</td>
<td valign="top" align="left"><italic>Mortierella alpina</italic></td>
<td valign="top" align="left">P166L or H116Y</td>
<td valign="top" align="left">Loss the catalytic activity from 18:1<sup>&#x00394;</sup>9 to 18:2<sup>&#x00394;9,12</sup></td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B56">56</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;12-desaturase</td>
<td valign="top" align="left"><italic>Mortierella alpina</italic></td>
<td valign="top" align="left">W131L or S218G or N389D</td>
<td valign="top" align="left">Activity weakened slightly</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B56">56</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;6-desaturase</td>
<td valign="top" align="left"><italic>Micromonas pusilla</italic></td>
<td valign="top" align="left">F419V or A374Q</td>
<td valign="top" align="left">Activity decreases to the half of wild type</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Q409R or M242P</td>
<td valign="top" align="left">Completely inactivated</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Q236N or A423C</td>
<td valign="top" align="left">Activity enhanced slightly</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Q190A, S197Q, and Q209G</td>
<td valign="top" align="left">No significant change</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">V399I/I400E, E222S, and M227K</td>
<td valign="top" align="left">Activity decreases to 40.26, 31.42, and 31.61%, respectively (wild type: 71.37%).</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B57">57</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">G194L</td>
<td valign="top" align="left">Activity decreases to 6.5%, respectively (wild type: 71.37%).</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B57">57</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;15-desaturase</td>
<td valign="top" align="left"><italic>Chlamydomonasreinhardtii</italic></td>
<td valign="top" align="left">T286S</td>
<td valign="top" align="left">No significant change</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B1">1</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">T286Y, T286H, T286C, or T286G</td>
<td valign="top" align="left">Loss of catalytic activity</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B1">1</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Mortierella alpina</italic></td>
<td valign="top" align="left">E111D, T322S, and F353H</td>
<td valign="top" align="left">No significant change to wild type</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B58">58</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">W106F and V137T</td>
<td valign="top" align="left">Markedly decreased the conversion rate for AA (40 to 50%)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B58">58</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">A44S, M156I, and W291M</td>
<td valign="top" align="left">Markedly increase the conversion rate for AA (30&#x02013;40%)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B58">58</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>By overexpressing the <italic>Rt</italic>&#x00394;<italic>9FAD</italic> gene into <italic>R. toruloides</italic>, the transformant produces 5-fold more oleic acid content in total amount (<xref ref-type="bibr" rid="B54">54</xref>). At the same time, Liu and his colleague (<xref ref-type="bibr" rid="B23">23</xref>) reported a &#x00394;9-desaturase from <italic>Phaeodactylum tricornutum</italic> to prefer palmitic acid-ACP as a substrate to promote the palmitoleic acid under average and stress culture conditions. Rau and his colleague also find that the &#x00394;9-desaturase from <italic>Aurantiochytrium sp</italic>. T66 could accept palmitic acid and stearic acid as substrates (<xref ref-type="bibr" rid="B59">59</xref>). The reasonable explanation for substrate preference was also given out through homology modeling and docking in the last paragraph.</p>
</sec>
<sec>
<title>&#x00394;12-Desaturase</title>
<p>&#x00394;12-desaturase is a vital enzyme in the first step of LCPUFAs synthesized from LCMUFAs, which catalyze oleic acid (OA, 18:1<sup>&#x00394;9</sup>) to linoleic acid (LA, 18:2<sup>&#x00394;9,12</sup>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Scientists also have identified and characterized the various &#x00394;12-fatty acid desaturase gene from <italic>Isochrysis galbana</italic> (<xref ref-type="bibr" rid="B24">24</xref>), <italic>Acanthamoeba castellanii</italic> (<xref ref-type="bibr" rid="B25">25</xref>), <italic>Chlamydomonas sp</italic>. (<xref ref-type="bibr" rid="B26">26</xref>), <italic>Calendula officinalis</italic> (<xref ref-type="bibr" rid="B27">27</xref>), <italic>Helianthus annuus</italic> (<xref ref-type="bibr" rid="B28">28</xref>), <italic>Chlorella vulgaris</italic> (<xref ref-type="bibr" rid="B29">29</xref>), <italic>P. tricornutum</italic> (<xref ref-type="bibr" rid="B30">30</xref>), and <italic>Haematococcus pluvialis</italic> (<xref ref-type="bibr" rid="B31">31</xref>), whose detailed information is listed in <xref ref-type="table" rid="T1">Table 1</xref>. These &#x00394;12-desaturases also share three conserved histidine boxes, which are considered the catalytic center and are critical for desaturase activity.</p>
<p>Different environment stressors will influence the <italic>FAD2</italic> (coding &#x00394;12-desaturase) transcription of the oleaginous microorganism. In <italic>Y. lipolytica</italic>, the low temperature or substrate (n-alkanes or oleic acid) induce the upregulation of &#x00394;12-desaturase (<xref ref-type="bibr" rid="B60">60</xref>). Similarly, low temperature (15&#x000B0;C), high salinity (salinity of 62 and 93%), and nitrogen starvation (220 &#x003BC;mol/L) upregulate the abundance of <italic>IgFAD2</italic> transcript in <italic>I. galbana</italic> as well (<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Overexpress &#x00394;12-desaturase in oleogenic microorganisms could enhance the product accumulation significantly. After heterologous overexpress &#x00394;12-desaturase from <italic>M. alpina</italic> or <italic>Fusarium verticillioides</italic> in the oleaginous yeast <italic>Rhodosporidium toruloides</italic>, linoleic acid concentration increased up to 1.3 g/L, which was 5-fold higher than that in the parent strain (<xref ref-type="bibr" rid="B61">61</xref>). Overexpression of endogenous <italic>RtFAD2</italic> in <italic>R. toruloides</italic> also improved lipid and linoleic acid (<xref ref-type="bibr" rid="B32">32</xref>). Conversely, the growth rate was slower at 12&#x000B0;C under the deletion of <italic>FAD2</italic> gene (coding &#x00394;12-desaturase) in <italic>Y. lipolytica</italic>, which was recovered by the addition of 18:2, not 18:1.</p>
</sec>
<sec>
<title>&#x00394;6-Desaturase</title>
<p>&#x00394;6-desaturase catalyze linoleic acid (LA, C18:2<sup>&#x00394;9,12</sup>) and &#x003B1;-linolenic acid (ALA, C18:3<sup>&#x00394;9,12,15</sup>) to &#x003B3;-linolenic acid (GLA, C18:3<sup>&#x00394;6,9,12</sup>) and produce stearidonic acid (SDA, C18:4<sup>&#x00394;6,9,12,15</sup>). Scientists also have identified and characterized the various &#x00394;6-desaturase from <italic>Glossomastix chrysoplasta</italic> (<xref ref-type="bibr" rid="B33">33</xref>), <italic>Pythium sp</italic>. (<xref ref-type="bibr" rid="B39">39</xref>), <italic>Isochrysis</italic> sp. (<xref ref-type="bibr" rid="B42">42</xref>), and <italic>Mucor sp</italic>. (<xref ref-type="bibr" rid="B43">43</xref>). Araki and his colleague identified a novel gene encoding &#x00394;6- desaturase from <italic>Rhodococcus sp</italic>. Different from others, this desaturase preferred saturated fatty acids as substrates and catalyzed hexadecanoic acid to cis-6-hexadecenoic acid (<xref ref-type="bibr" rid="B38">38</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>By analyzing the sequence of the &#x00394;6-desaturase from <italic>Mucor sp</italic>., Jiang et al. found that &#x02212;919 to &#x02212;784 bp in the promoter region plays a vital role in the high activity of &#x00394;6-desaturase (<xref ref-type="bibr" rid="B62">62</xref>). Compared with native &#x00394;6-desaturase in <italic>Pythium sp</italic>., the codon-optimized strategy could markedly enhance &#x00394;-6 desaturated products, in which the substrate conversion rates of LA and ALA increased from 5.4 and 4.2% to 62.7 and 60.9%, respectively (<xref ref-type="bibr" rid="B39">39</xref>). Zhu et al. (<xref ref-type="bibr" rid="B63">63</xref>) found that overexpression of endogenous &#x00394;6-desaturase significantly enhances the eicosapentaenoic acid accumulation in <italic>P. tricornutum</italic>, compared with overexpression of heterologous one (<xref ref-type="bibr" rid="B64">64</xref>). However, the other scientist reported another result that differed massively in <italic>M. alpina</italic>. First, the &#x00394;-6 desaturase from <italic>M. alpina</italic> (<xref ref-type="bibr" rid="B57">57</xref>) and <italic>M. pusilla</italic> (<xref ref-type="bibr" rid="B65">65</xref>) has the characteristic of significant substrate preference, in which the <italic>MpFADS6</italic> (from <italic>M. pusilla</italic>) and <italic>MaFADS6-I</italic> (from <italic>M. alpina</italic>) prefer to ALA and LA, respectively. Zhang et al. (<xref ref-type="bibr" rid="B34">34</xref>) also isolated and identified a &#x00394;6-desaturase from <italic>Pythium splendens</italic> with a preference to LA. Second, they further introduced the exogenous gene encoding ALA-preferring &#x00394;6-desaturase from <italic>M. pusilla</italic> into the <italic>M. alpina</italic>, EPA yield was increased from 22.99 &#x000B1; 2.7 mg/L in WT <italic>M. alpina</italic> up to 588.5 &#x000B1; 29.6 mg/L in engineered one in 5-L fermentation, in which peony seed oil (0.1%) and peony seed meal (50 g/L) were exogenously added as a substitution to ALA (<xref ref-type="bibr" rid="B66">66</xref>). Last, they introduced the exogenous gene from <italic>Thalassiosira pseudonana</italic> (<xref ref-type="bibr" rid="B41">41</xref>), encoding a higher &#x00394;6-desaturase activity (<italic>TpFADS6</italic>) for ALA, to the high ALA producer of <italic>Dunaliella salina</italic> (<xref ref-type="bibr" rid="B40">40</xref>). After performing culture conditions optimization, the EPA concentration increased from 1.6 &#x000B1; 0.2 to 554.3 &#x000B1; 95.6 mg/L, 343.8-fold higher than that in the wild-type strain (<xref ref-type="bibr" rid="B40">40</xref>). Beyond that, the expression of <italic>IsFAD6</italic> (encoding &#x00394;6-desaturase) was upregulated in high salinity, low temperature, and high nitrogen deficiency culture condition, indicating <italic>IsFAD6</italic> respond to the various abiotic stresses (<xref ref-type="bibr" rid="B61">61</xref>). At the same time, heterologous expression &#x00394;6-desaturase in <italic>Nannochloropsis oceanica</italic> enhanced both growth and photosynthetic efficiency (<xref ref-type="bibr" rid="B67">67</xref>).</p>
<p>Scientists also focused on studying detailed characteristics to harvest a deeper insight into the mechanism. Song et al. (<xref ref-type="bibr" rid="B68">68</xref>) demonstrated that amino acid residues 114&#x02013;174, 206&#x02013;257, and 258&#x02013;276 play a vital role in substrate recognition for &#x00394;6-desaturase. Shi et al. (<xref ref-type="bibr" rid="B57">57</xref>) also found that MpFADS6 (from <italic>M. pusilla</italic>) and MaFADS6-I (from <italic>M. alpina</italic>) showed a difference in substrate preference. Further studies based on the domain swapping approach reveal that sequences between the histidine boxes I and II played a pivotal role in which mutation of G194, E222, M227, and V399/I400 cause a significant decrease in the ALA conversion rate of MpFADS6 (<xref ref-type="bibr" rid="B57">57</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>). By employing site-directed mutation, the scientist found that mutants Q409R and M242P lost the desaturation function, while mutants F419V and A374Q weakened the catalytic activities. Combined with molecular modeling, they reveal that electronic transfer in the catalytic process correlated with histidine-conserved region III, while desaturation is highly correlated with histidine-conserved regions I and II (<xref ref-type="bibr" rid="B37">37</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>). These results from site-specific mutagenesis and molecular modeling bridge the gap between structure and the catalytic mechanism of these desaturases.</p>
</sec>
<sec>
<title>&#x00394;5-Desaturase</title>
<p>&#x00394;5-desaturase catalyze dihomo-&#x003B3;-linolenic acid (DGLA, C20:3<sup>&#x00394;8,11,14</sup>) and eicosatetraenoic acid (ETA, C20:4<sup>&#x00394;8,11,14,17</sup>) to arachidonic acid (AA, C20:4<sup>&#x00394;5,8,11,14</sup>) and eicosapentaenoic acid (EPA, C20:4<sup>&#x00394;5,8,11,14,17</sup>). Scientists have also identified and characterized the various &#x00394;5-desaturase genes from <italic>Paramecium tetraurelia</italic> (<xref ref-type="bibr" rid="B44">44</xref>), <italic>Ostreococcus tauri</italic> (<xref ref-type="bibr" rid="B44">44</xref>), <italic>Ostreococcus lucimarinus</italic> (<xref ref-type="bibr" rid="B44">44</xref>), <italic>Thraustochytrium sp</italic>. (<xref ref-type="bibr" rid="B46">46</xref>), and <italic>Oblongichytrium sp</italic>. (<xref ref-type="bibr" rid="B45">45</xref>). The amino acid sequence from this &#x00394;5-desaturase was significantly homologous, containing three conserved histidine boxes and a cytochrome b5 domain (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>Tavares et al. (<xref ref-type="bibr" rid="B44">44</xref>) carried out a research on substrate preferences and desaturation efficiencies of &#x00394;5-desaturase from <italic>P. tetraurelia, O. tauri</italic>, and <italic>O. lucimarinus</italic>. Their results also demonstrated that &#x00394;5-desaturase from <italic>O. tauri, O. lucimarinus, M. alpina</italic>, and <italic>P</italic>. <italic>tetraurelia</italic> prefer the substrates bound in phospholipid to a promiscuous acyl carrier substrate, while &#x00394;5-desaturase from <italic>L. major</italic> was an acyl coenzyme A-dependent.</p>
<p>Heterologous expression &#x00394;5-desaturase from <italic>Thraustochytrium aureum</italic> in <italic>Aurantiochytrium limacinum</italic> triggers increase of AA and EPA by 4.6- and 13.2-fold, which is driven by the thraustochytrid ubiquitin promoter (<xref ref-type="bibr" rid="B47">47</xref>). After disrupting the &#x00394;5-desaturase in <italic>M. alpina</italic>, scientists achieve a higher percentage of DGLA (40.1%) accumulation in total lipid (<xref ref-type="bibr" rid="B69">69</xref>). At the same time, overexpressing the &#x00394;5-desaturase in <italic>P. tricornutum</italic> exhibited a significant increment of unsaturated fatty acids, EPA (increase by 58%), and neutral lipid content (increase up to 65%) (<xref ref-type="bibr" rid="B70">70</xref>). Thus, these results demonstrated the critical role of &#x00394;5-desaturase in catalyzing the DGLA and ETA to AA and EPA, respectively.</p>
</sec>
<sec>
<title>&#x00394;4-Desaturase</title>
<p>&#x00394;4-desaturase catalyze docosatetraenoic acid (DTA, C22:4<sup>&#x00394;7,10,13,16</sup>) and docosapentaenoic acid (DPA, C22:5<sup>&#x00394;7,10,13,16,19</sup>) to docosapentaenoic acid (DPA, C22:5<sup>&#x00394;4,7,10,13,16</sup>) and docosahexaenoic acid (DHA, C22:6<sup>&#x00394;4,7,10,13,16,19</sup>). As very important LCPUFAs, more researchers focus on another more efficient PKS pathway to synthesize DHA from <italic>Schizochytrium sp</italic>. However, the scientist also identified this desaturase encoding gene from <italic>I. galbana</italic> (<xref ref-type="bibr" rid="B49">49</xref>), <italic>Isochrysis sphaerica</italic> (<xref ref-type="bibr" rid="B50">50</xref>), <italic>Pavlova lutheri</italic> (<xref ref-type="bibr" rid="B52">52</xref>), <italic>and Pavlova viridis</italic> (<xref ref-type="bibr" rid="B53">53</xref>). Among them, the one from <italic>P. lutheri</italic> desaturated DTA (C22:4<sup>&#x00394;7,10,13,16</sup>) and DPA, (C22:5<sup>&#x00394;7,10,13,16,19</sup>) (<xref ref-type="bibr" rid="B52">52</xref>), while the others from <italic>I. galbana</italic> and <italic>I. sphaerica</italic> prefer DPA (C22:5<sup>&#x00394;7,10,13,16,19</sup>) as substrate (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>Catalyze Performance of &#x003C9;3-Desaturase</title>
<sec>
<title>&#x00394;15-Desaturase</title>
<p>Some desaturase can convert &#x003C9;-6 fatty acids to &#x003C9;-3 fatty acids, which is named &#x003C9;-3 desaturase. &#x00394;15-desaturase is a kind of &#x003C9;3-desaturase with C18 fatty acid as substrate, which catalyzes linoleic acid (LA, 18:2<sup>&#x00394;9,12</sup>) and &#x003B3;-linolenic acid (GLA, C18:3<sup>&#x00394;6,9,12</sup>) to &#x003B1;-linolenic acid (ALA, C18:3<sup>&#x00394;9,12,15</sup>) and stearidonic acid (SDA, C18:4<sup>&#x00394;6,9,12,15</sup>), respectively. Scientists found that low temperature and high salinity could motivate the upregulation of <italic>CiFAD3</italic> (coding &#x00394;15-desaturase) expression in <italic>Chlamydomonas reinhardtii</italic> (<xref ref-type="bibr" rid="B71">71</xref>).</p>
<p>Substrate preference was an exciting topic determined by the structure and amino acid in the enzyme&#x00027;s binding site. Scientists found that &#x00394;15-desaturase from <italic>Riftia pachyptila</italic> (<xref ref-type="bibr" rid="B72">72</xref>) and <italic>M. alpina</italic> (<xref ref-type="bibr" rid="B73">73</xref>) show a preference for C18 fatty acids, while &#x00394;17-desaturase from <italic>Pythium aphanidermatum</italic> (<xref ref-type="bibr" rid="B74">74</xref>) display a higher catalytic activity for C20 fatty acids (<xref ref-type="table" rid="T3">Table 3</xref>). On combining site directed mutagenesis, homology modeling, and molecular docking, scientists revealed that the W106 and V137 related to substrate recognition (mutations in these amino acids significantly decreased the enzyme activity), and the A44, M156, and W291 residues related to the higher desaturation activity for C20 substrates (mutations in these amino acids markedly increase the conversion rate of AA). Beyond that, the amino acids residues that bind to CoA groups govern substrate preference (<xref ref-type="bibr" rid="B58">58</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>). Scientists also found that the threonine residue located in the fourth transmembrane was essential for the typical structure and function of &#x00394;15-desaturase in <italic>C. reinhardtii</italic>, and the mutations in this site resulted in varying degrees of activity weaken (<xref ref-type="bibr" rid="B1">1</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>The characteristic of the &#x003C9;3-desaturase.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Desaturase</bold></th>
<th valign="top" align="left"><bold>Source</bold></th>
<th valign="top" align="left"><bold>Conversion rate (%)</bold></th>
<th valign="top" align="center"><bold>Gene (bp)</bold></th>
<th valign="top" align="center"><bold>Amino acid</bold></th>
<th valign="top" align="center"><bold>Molecular Mass (kDa)</bold></th>
<th valign="top" align="left"><bold>GeneBank No</bold>.</th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x00394;15</td>
<td valign="top" align="left"><italic>Chlamydomonas sp</italic>.</td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,845</td>
<td valign="top" align="center">433</td>
<td valign="top" align="center">49.2</td>
<td valign="top" align="left">GQ888689.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Mortierella alpina</italic></td>
<td valign="top" align="left">59.7% to LA, 29.6% to AA</td>
<td valign="top" align="center">1,212</td>
<td valign="top" align="center">403</td>
<td/>
<td valign="top" align="left">KF433065.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B75">75</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Riftia pachyptila</italic></td>
<td valign="top" align="left">3.4% to LA, 4.2% to GLA</td>
<td valign="top" align="center">1,587</td>
<td valign="top" align="center">403</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">KY399781.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B72">72</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;17</td>
<td valign="top" align="left"><italic>Pythium aphanidermatum</italic></td>
<td valign="top" align="left">63.8% to AA</td>
<td valign="top" align="center">1,533</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">FW362186.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">74</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Phytophthora sojae</italic></td>
<td valign="top" align="left">60% to AA</td>
<td valign="top" align="center">1,092</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">FW362213.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">74</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Phytophthora ramorum</italic></td>
<td valign="top" align="left">65% to AA</td>
<td valign="top" align="center">1,086</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">FW362214.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">74</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>&#x00394;17-Desaturase</title>
<p>&#x00394;17-desaturase is another kind of &#x003C9;3-desaturase with C20 fatty acid as a substrate which catalyzes dihomo-&#x003B3;-linolenic acid (DGLA, C20:3<sup>&#x00394;8,11,14</sup>) and arachidonic acid (AA, C20:4<sup>&#x00394;5,8,11,14</sup>) to eicosatetraenoic acid (ETA, C20:4<sup>&#x00394;8,11,14,17</sup>) and eicosapentaenoic acid (EPA, C20:4<sup>&#x00394;5,8,11,14,17</sup>), respectively. Considerable efforts have been focused on identified and characteristic &#x00394;17-desaturase, which could convert 20&#x000B0;C &#x003C9;-6 fatty acids to &#x003C9;-3 fatty acids. Scientists have identified the &#x00394;17-desaturase from <italic>P. aphanidermatum</italic> (<xref ref-type="bibr" rid="B74">74</xref>), <italic>Phytophthora sojae</italic> (<xref ref-type="bibr" rid="B74">74</xref>), <italic>Phytophthora ramorum</italic> (<xref ref-type="bibr" rid="B74">74</xref>), <italic>Saprolegnia diclina</italic> (<xref ref-type="bibr" rid="B76">76</xref>), and <italic>Phytophthora infestans</italic> (<xref ref-type="bibr" rid="B77">77</xref>) (<xref ref-type="table" rid="T3">Table 3</xref>). Among them, &#x00394;17-desaturase from <italic>S. diclina, P. aphanidermatum, P. sojae</italic>, and <italic>Phytophthora ramorum</italic> exhibited a great preference to convert AA to EPA. Thus, Ge and his colleague (<xref ref-type="bibr" rid="B78">78</xref>) transformed the &#x00394;17-desaturase encoding gene from <italic>P. aphanidermatum</italic> into <italic>M. alpina</italic> to achieve EPA production with a 49.7% conversion rate of AA. Tang and his colleague identified a new &#x00394;17-desaturase from <italic>Phytophthora parasitica</italic>, exhibiting high activity for C20 substrate (conversion rate was 70% for AA) and week activity for C18 substrate. They further introduce the gene <italic>PPD17</italic> encoding this &#x00394;17-desaturase into the <italic>M. alpina</italic>, resulting in the conversion of AA to EPA (1.9 g/L) (<xref ref-type="bibr" rid="B79">79</xref>). In our previous work, a &#x00394;17-desaturase encoding gene from <italic>S. diclina</italic> was also introduced into the genome of the <italic>Schizochytrium</italic> sp. through homologous recombination. Compared with the wild-type strains, the &#x003C9;-3/&#x003C9;-6 ratio in fatty acid in genetically modified strains increased from 2.1 to 2.58, and 3% of DPA was converted to DHA (<xref ref-type="bibr" rid="B80">80</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>Characteristic of Fatty Acid Elongase</title>
<sec>
<title>&#x00394;6-Elongase</title>
<p>&#x00394;6-elongase is a kind of fatty acid elongase with C20 fatty acid as a substrate which catalyze &#x003B3;-linolenic acid (GLA, C18:3<sup>&#x00394;6,9,12</sup>) and stearidonic acid (SDA, C18:4<sup>&#x00394;6,9,12,15</sup>) to dihomo-&#x003B3;-linolenic acid (DGLA, C20:3<sup>&#x00394;8,11,14</sup>) and eicosatetraenoic acid (ETA, C20:4<sup>&#x00394;8,11,14,17</sup>), respectively. Yu et al. (<xref ref-type="bibr" rid="B81">81</xref>) identified a &#x00394;6-elongase localized to the endoplasmic reticulum, whose expression level was enhanced by nitrogen starvation. Jeennor et al. (<xref ref-type="bibr" rid="B82">82</xref>) identified a &#x00394;6-elongase gene from <italic>Pythium</italic> sp., exhibiting a high specificity for C18 PUFAs with a double bond at &#x00394;6-position. Co-overexpression of &#x00394;9-desaturase, &#x00394;12-desaturase, and &#x00394;6-elongase in <italic>Aspergillus oryzae</italic>, scientists achieve success in enhancing free dihomo-&#x003B3;-linolenic acid production with a yield of 284 mg/L (<xref ref-type="bibr" rid="B83">83</xref>). Shi et al. (<xref ref-type="bibr" rid="B84">84</xref>) identified a &#x00394;6-elongase <italic>N. oceanica</italic>, which applied its elongated function on C18 PUFAs with a double bond at &#x00394;6-position. This elongase encoding gene not only attenuated DGLA, ARA, and EPA content, but also enhanced GLA content, supporting the vital role of this enzyme in the exclusive &#x003C9;-6 pathway of EPA biosynthesis (<xref ref-type="bibr" rid="B84">84</xref>) (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>The characteristic of the elongase.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Elongase</bold></th>
<th valign="top" align="left"><bold>Source</bold></th>
<th valign="top" align="left"><bold>Conversion rate (%)</bold></th>
<th valign="top" align="center"><bold>Gene (bp)</bold></th>
<th valign="top" align="center"><bold>Amino acid</bold></th>
<th valign="top" align="center"><bold>Molecular Mass (kDa)</bold></th>
<th valign="top" align="left"><bold>GeneBank No</bold>.</th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x00394;6</td>
<td valign="top" align="left"><italic>Myrmecia incisa</italic></td>
<td valign="top" align="left">24 to GLA 41 to SDA</td>
<td valign="top" align="center">1,331</td>
<td valign="top" align="center">288</td>
<td valign="top" align="center">29.9</td>
<td valign="top" align="left">EU846098.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B81">81</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pythium sp</italic>.</td>
<td valign="top" align="left">29.3 to GLA<break/>36.5 to SDA</td>
<td valign="top" align="center">837</td>
<td valign="top" align="center">277</td>
<td valign="top" align="center">32.1</td>
<td valign="top" align="left">KJ546459.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B82">82</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Nannochloropsis oceanica</italic></td>
<td valign="top" align="left">70.5 to GLA 34.6 to SDA</td>
<td valign="top" align="center">831</td>
<td valign="top" align="center">276</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">KY214452.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B85">85</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">&#x00394;5</td>
<td valign="top" align="left"><italic>Pavlova salina</italic></td>
<td valign="top" align="left">30.2 to EPA</td>
<td valign="top" align="center">1,220</td>
<td valign="top" align="center">302</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">AY926605.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B86">86</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Pavlova viridis</italic></td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">1,228</td>
<td valign="top" align="center">314</td>
<td valign="top" align="center">34</td>
<td valign="top" align="left">EF486525.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B87">87</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Phaeodactylum tricornutum</italic></td>
<td valign="top" align="left">87.9 to EPA</td>
<td valign="top" align="center">1,110</td>
<td valign="top" align="center">369</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">XP_002176686.1</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B88">88</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>&#x00394;5-Elongase</title>
<p>&#x00394;5-elongase is a kind of fatty acid elongase with C20 fatty acid as substrate which catalyze arachidonic acid (AA, C20:4<sup>&#x00394;5,8,11,14</sup>) and eicosapentaenoic acid (EPA, C20:4<sup>&#x00394;5,8,11,14,17</sup>) to Docosatetraenoic acid (DTA, C22:4<sup>&#x00394;7,10,13,16</sup>) and Docosapentaenoic acid (DPA, C22:5<sup>&#x00394;7,10,13,16,19</sup>), respectively. Employing fluorescent protein as an indicator, Niu et al. (<xref ref-type="bibr" rid="B87">87</xref>) found the &#x00394;5-elongase from <italic>Pavlova viridis</italic> located in the endoplasmic reticulum. Robert and his colleague identified a &#x00394;-5 elongase from <italic>Pavlova salina</italic> and characterized the exclusive elongase function for EPA. Furthermore, the scientist heterologous expressed the gene encoding &#x00394;5-elongase in the moss <italic>Physcomitrella patens</italic> from the algae <italic>Pavlova sp</italic>. and harvested 4.51 mg/l Docosapentaenoic acid (DPA, C22:5<sup>&#x00394;7,10,13,16,19</sup>) from endogenous arachidonic acid (<xref ref-type="bibr" rid="B89">89</xref>). Jiang et al. identified a &#x00394;5-elongase from <italic>P. tricornutum</italic>, exhibiting a substrate preference for EPA. Co-expressed the &#x00394;5-elongase and &#x00394;4-desaturase in <italic>Pichia pastoris</italic>, they successfully construct a pathway for docosahexaenoic acid biosynthesis (<xref ref-type="bibr" rid="B88">88</xref>) (<xref ref-type="table" rid="T4">Table 4</xref>). There also exists another alternative pathway for &#x00394;6-elongase/&#x00394;6-desaturase, which is called &#x00394;9-elongase/&#x00394;8-desaturase pathway originated from euglenoid species (<xref ref-type="bibr" rid="B74">74</xref>). &#x00394;9-elongase is a kind of fatty acid elongase with C18 fatty acid as a substrate which catalyze linoleic acid (LA, C18:2<sup>&#x00394;9,12</sup>) and &#x003B1;-linolenic acid (ALA, C18:3<sup>&#x00394;9,12,15</sup>) to eicosadienoic acid (EDA, 20:2 C18:3<sup>&#x00394;11,14</sup>) and eicosatrienoic acid (ERA, C20:4<sup>&#x00394;11,14,17</sup>), respectively. Then, &#x00394;8-desaturase further catalyze EDA and ERA to dihomo-&#x003B3;-linolenic acid (DGLA, C20:3<sup>&#x00394;8,11,14</sup>) and eicosatetraenoic acid (ETA, C20:4<sup>&#x00394;8,11,14,17</sup>). However, compared with other elongase and desaturase, there is relatively little research about these enzymes.</p>
</sec>
</sec>
<sec id="s5">
<title>Enzyme Structure Analysis</title>
<sec>
<title>Structure Analysis of Front-End Desaturase</title>
<p>The desaturases, introduce a double-bound between the carboxyl (end) and the original double bonds (front) in the substrate, were defined as front-end desaturase, including &#x00394;4, &#x00394;5, &#x00394;6, &#x00394;9, and &#x00394;12 desaturase. Thus, these enzymes share similar characteristics in a structure. First, these enzymes consisted of hydrophobic transmembrane regions and hydrophilic nontransmembrane regions. However, they still exhibit differences in evolution. For example, the number of the transmembrane regions was different in each enzyme, in which the number is 2, 3, and 4 for &#x00394;4, &#x00394;6, and &#x00394;8 desaturase, respectively. Second, these enzymes are fellowed by cytochrome b5-like binding domain with &#x0201C;HPGG&#x0201D; motif in the N-terminus, which is reserved for cytochrome b5 and NAD(P)H as electron donors (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Third, nontransmembrane regions contain three histidine-rich motifs, which were considered for the binding position of di-iron and are critical for desaturase activity (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B31">31</xref>). The three histidine-rich motifs that were highly conservative consisted of HXXXH, HXXHH, and (H/Q)XXHH in this enzyme, which demonstrated the similarity and homology of them in origin. Thus, the mutation of the amino acid close to the substrate-binding region (three histidine-rich motifs) will cause a significant impact on desaturase activity and substrate preference. As shown in <xref ref-type="table" rid="T2">Table 2</xref>, the mutations of these functional domains (F160L, A223T, and L156M), located at the bottom of substrate binding position, cause the substrate preference changes from C16:0 to C18:0 (<xref ref-type="bibr" rid="B23">23</xref>).</p>
</sec>
<sec>
<title>Structure Analysis of &#x003C9;3-Desaturase</title>
<p>The structure of &#x003C9;3-desaturase was similar to that of front-end desaturase, which consisted of hydrophobic transmembrane regions and hydrophilic nontransmembrane regions (<xref ref-type="bibr" rid="B79">79</xref>). In detail, &#x003C9;3-desaturase included three highly conservative histidine-rich motifs (HXXXH, HXXHH, and (H/Q)XXHH) and more than four transmembrane domains (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B26">26</xref>). The three highly conservative histidine-rich motifs were also predicted as the critical position of di-iron for substrate binding. However, cytb5 &#x0201C;HPGG&#x0201D; motif was not located in the N terminal of the enzyme. Beyond that, many amino acids were conservative in this &#x003C9;3-desaturase. As shown in <xref ref-type="table" rid="T2">Table 2</xref>, T286 in &#x00394;15-desaturase from <italic>Chlamydomonas reinhardtii</italic> was responsible for catalytic activity (<xref ref-type="bibr" rid="B1">1</xref>) while A44S, W106, E111, M156, V137, W291M, T322S, and F353H in &#x00394;15-desaturase in &#x00394;15-desaturase from <italic>Mortierella alpina</italic> was responsible for substrate preference (<xref ref-type="bibr" rid="B58">58</xref>).</p>
</sec>
<sec>
<title>Structure Analysis of Elongase</title>
<p>The characteristic of amino acid sequence exhibit a significant difference with that of desaturase, which may also lead to the difference in structure. In detail, elongase contains seven transmembrane regions and three/five different kinds of conservative motifs. The motifs in &#x00394;5-elongase consisted of a histidine-rich box (SFLHVYHHV), a tyrosine-rich box (YLTQAQLVQF), and a conserved motif (MYXYY) in (<xref ref-type="bibr" rid="B87">87</xref>). However, &#x00394;6-elongase contains four motifs (KxxExxDT, QxxFLHxYHH, NxxxHxxMYxYY, and TxxQxxQ) and a histidine-rich catalytic motif (and HVYHH) (<xref ref-type="bibr" rid="B82">82</xref>). These conservative motifs were essential for di-iron binding and responsible for enzyme activity.</p>
</sec>
<sec>
<title>Structure Analysis Method</title>
<p>Enzyme structure model and information are collected from protein crystals, which is hindered by a lack of time and labor resources. These difficulties are especially marked in transmembrane protein, including fatty acid desaturase and elongase, widely distributed in cytomembrane, endoplasmic reticulum, and chloroplast membrane. Currently, only two kinds of three-dimensional structures of the membrane fatty acid desaturases are available, one is the mouse stearoyl-CoA desaturase (<xref ref-type="fig" rid="F2">Figure 2A</xref>, PDB ID: 4YMK), and the other is human integral membrane stearoyl-CoA desaturase (<xref ref-type="fig" rid="F2">Figure 2B</xref>, PDB ID: 4ZYO). Thus, homology modeling and docking are the essential methods to analyze the structure of bacterial membrane fatty acid desaturases and elongase in the current state (<xref ref-type="bibr" rid="B21">21</xref>). Herein, we summarized the research approach of homology modeling and docking based on the previous work (<xref ref-type="bibr" rid="B21">21</xref>&#x02013;<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B55">55</xref>). First, after homology analyzes the amino acid sequence, the scientist can determine templates with higher homology and resolution in the protein database (e.g., Protein Data Bank, PDB). Second, scientists began to predict the structure based on the crystal structure of templates by employing some structure prediction software (e.g., Swiss Model and Modeler). Third, a scientist will assess the structure from many predictions. After score and energy minimization, some software will select the optimal structural model from the candidate. Fourth, the active site of the structural model was predicted using the software. Last, the docking simulations process was performed by the software of Autodock. The scientist could run the docking result through Gromacs and harvest stable conformation information with a substrate binding in the active site, which was then evaluated using RMSD (Root Mean Squared Deviation). Combined with site-specific mutagenesis, a scientist could match the performance of the mutant with structure variation, which could provide a reasonable explanation for the mutation (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B58">58</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>The crystal structure of transmembrane fatty acid desaturases. <bold>(A)</bold>, crystal structure of mouse stearoyl-CoA desaturase (PDB ID: 4YMK). <bold>(B)</bold>, human integral membrane stearoyl-CoA desaturase (PDB ID: 4ZYO).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-09-851402-g0002.tif"/>
</fig>
</sec>
</sec>
<sec id="s6">
<title>Conclusions and Perspectives</title>
<p>Dietary bioactive lipids are important nutriments to maintain the typical metabolic status of the organism. As the practical component in lipid, the crucial role is self-evident of LCPUFAs in boosting the development of the brain and immune system and preventing cardiovascular disease. More importantly, what chip is to the electronic equipment, an enzyme is to the cell factory. These fatty acid synthesis related enzymes play a vital role in the desaturation and elongation of the carbon chain. These enzymes exist widely in plants, fungus, microalgae, and bacteria located in the cell and/or organelle membrane, including endoplasmic reticulum and chloroplast. Thus, the Open Reading Frames and amino acid sequence of these enzymes share a high degree of homology among the genera, which also provide evidence for the origins and evolutionary processes. Employing site-specific mutagenesis, homology modeling, and docking studies, scientists reveal that the structure made by the amino acids at a specific site contributes to substrate preference and catalytic activity. Many enzyme engineering strategies used for high content LCPUFAs rich oil synthesis were also summarized. Thus, the review of these important advances on desaturase and elongase could not only provide extensive data for enzyme rational design and modification but also light up the way for the efficiency LCPUFAs rich oil production.</p>
<p>As shown in <xref ref-type="table" rid="T2">Table 2</xref>, many researchers have created the desaturase mutants with single-site and multisite. Combining the catalytic performance of each mutant with the results from homologous modeling, they can deduce the position of crucial amino acids related to the catalytic activity and substrate preference. However, it is a nonrational and time-consuming process that much work was an indispensable part of harvesting positive mutants. Moreover, most of the time, we do not obtain positive mutants, fortunately. So, it is essential to utilize these hard-earned data, whether positive or negative. Thus, the database could be constructed from positive and negative catalytic performance as listed in <xref ref-type="table" rid="T2">Table 2</xref>, which could serve as a sample of artificial intelligence (AI) learning. After training and learning are repeated, it will obtain the undisclosed objective laws and provide us a better experimental scheme potential. At last, the AI model will guide us in moving in the right direction and approach the enzyme with higher catalytic activity quickly (<xref ref-type="bibr" rid="B90">90</xref>, <xref ref-type="bibr" rid="B91">91</xref>).</p>
<p>Scientists have identified many kinds of desaturase and elongase from different organisms and analyzed their amino acid composition and substrate preference. However, the lacke of three-dimensional crystal structure data still restricts the comprehensive and deep analysis of these enzymes, which remain an excellent challenge for researcher. On the one hand, the cryo-electron microscopy technique has been widely applied in analyzing transmembrane protein, which could provide a reliable experimental basis for modeling (<xref ref-type="bibr" rid="B92">92</xref>). On the other hand, the rapid-developed AI techniques (such as AlphaFold and RoseTTAFold) are also a powerful tool for protein structure prediction, which could guide enzyme design and modifications (<xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B94">94</xref>). Combined crystal structure analysis with molecular dynamics simulation, we can explore more information from catalytic efficiency, structure change, electron and proton transfer, which could provide a rational strategy to enhance catalytic performance, change substrate preference, improve catalytic stability. Novel technology, including nanopore (<xref ref-type="bibr" rid="B95">95</xref>), scanning tunneling microscope-break junction (<xref ref-type="bibr" rid="B96">96</xref>), atomic force microscope (<xref ref-type="bibr" rid="B97">97</xref>), and optical tweezers (<xref ref-type="bibr" rid="B98">98</xref>) will enable scientists to go a step further in enzyme research. Beyond that, metabolic engineering equipped with machine learning techniques (neural network and Bayesian optimization etc.) (<xref ref-type="bibr" rid="B99">99</xref>, <xref ref-type="bibr" rid="B100">100</xref>), and omics analysis (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B102">102</xref>) could also be employed to design, regulate, and optimize the metabolic pathway for high-efficiency LCPUFAs rich oil production. In the future, comprehensive interdisciplinary research will become the theme and contribute to enzymatic research.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>X-YZ, Y-HZ, A-FX, and B-SF planned the manuscript, wrote and revised it. They were helped by A-HZ in revision and writing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The National Postdoctoral Program for Innovative Talents (No. BX20200197) and National Natural Science Foundation of China (No. 21978245).</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="s9">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack><p>The authors would like to thank the National Postdoctoral Program for Innovative Talents (No. BX20200197) and National Natural Science Foundation of China (No. 21978245) for their support.</p>
</ack>
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