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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2016.01408</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Discovery, Molecular Mechanisms, and Industrial Applications of Cold-Active Enzymes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Santiago</surname> <given-names>Margarita</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/369028/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Ram&#x000ED;rez-Sarmiento</surname> <given-names>C&#x000E9;sar A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/366483/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Zamora</surname> <given-names>Ricardo A.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Parra</surname> <given-names>Loreto P.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/342445/overview"/></contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Chemical Engineering and Biotechnology, Centre for Biochemical Engineering and Biotechnology, Universidad de Chile</institution> <country>Santiago, Chile</country></aff>
<aff id="aff2"><sup>2</sup><institution>Schools of Engineering, Medicine and Biological Sciences, Institute for Biological and Medical Engineering, Pontificia Universidad Cat&#x000F3;lica de Chile</institution> <country>Santiago, Chile</country></aff>
<aff id="aff3"><sup>3</sup><institution>Departamento de Biolog&#x000ED;a, Facultad de Ciencias, Universidad de Chile</institution> <country>Santiago, Chile</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Chemical and Bioprocesses Engineering, School of Engineering, Pontificia Universidad Cat&#x000F3;lica de Chile</institution> <country>Santiago, Chile</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Robert Kourist, Ruhr University Bochum, Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Kerstin Steiner, Austrian Centre of Industrial Biotechnology, Austria; Sandy Schmidt, Delft University of Technology, Netherlands</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Loreto P. Parra <email>lparrat&#x00040;uc.cl</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Microbiotechnology, Ecotoxicology and Bioremediation, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>09</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>7</volume>
<elocation-id>1408</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>07</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>08</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2016 Santiago, Ram&#x000ED;rez-Sarmiento, Zamora and Parra.</copyright-statement>
<copyright-year>2016</copyright-year>
<copyright-holder>Santiago, Ram&#x000ED;rez-Sarmiento, Zamora and Parra</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) or licensor 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>Cold-active enzymes constitute an attractive resource for biotechnological applications. Their high catalytic activity at temperatures below 25&#x000B0;C makes them excellent biocatalysts that eliminate the need of heating processes hampering the quality, sustainability, and cost-effectiveness of industrial production. Here we provide a review of the isolation and characterization of novel cold-active enzymes from microorganisms inhabiting different environments, including a revision of the latest techniques that have been used for accomplishing these paramount tasks. We address the progress made in the overexpression and purification of cold-adapted enzymes, the evolutionary and molecular basis of their high activity at low temperatures and the experimental and computational techniques used for their identification, along with protein engineering endeavors based on these observations to improve some of the properties of cold-adapted enzymes to better suit specific applications. We finally focus on examples of the evaluation of their potential use as biocatalysts under conditions that reproduce the challenges imposed by the use of solvents and additives in industrial processes and of the successful use of cold-adapted enzymes in biotechnological and industrial applications.</p></abstract>
<kwd-group>
<kwd>cold-active enzymes</kwd>
<kwd>psychrophiles</kwd>
<kwd>biocatalysis</kwd>
<kwd>extremophiles</kwd>
<kwd>protein structure and function</kwd>
<kwd>protein engineering</kwd>
<kwd>biotechnological applications</kwd></kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="2"/>
<equation-count count="3"/>
<ref-count count="316"/>
<page-count count="32"/>
<word-count count="25944"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1"><title>Introduction</title>
<p>In the context of global needs for sustainability and clean manufacturing technologies, biocatalysts are an attractive alternative for the achievement of chemical transformations (Wohlgemuth, <xref ref-type="bibr" rid="B288">2010</xref>; Bornscheuer et al., <xref ref-type="bibr" rid="B32">2012</xref>). Enzymes are non-toxic, biodegradable, and efficient/selective biocatalysts with outstanding catalytic properties, offering high levels of safety, low energy consumption, and an overall environmentally friendly production procedure (Saha and Demirjian, <xref ref-type="bibr" rid="B238">2001</xref>; Dunn, <xref ref-type="bibr" rid="B77">2012</xref>; Wang M. et al., <xref ref-type="bibr" rid="B277">2012</xref>). A high interest has been displayed in enzymes from organisms living on extreme ecosystems, because they work under harsh environments, which are conditions mostly found in industrial processes. Among extremophiles, microorganisms living in cold environments have become a very interesting source for the identification and isolation of novel cold-active enzymes (Russell, <xref ref-type="bibr" rid="B236">2000</xref>; D&#x00027;Amico et al., <xref ref-type="bibr" rid="B56">2002a</xref>; Feller, <xref ref-type="bibr" rid="B89">2003</xref>, <xref ref-type="bibr" rid="B90">2010</xref>). The use of enzymes that remain active at low temperatures has a great potential for industrial biocatalysis in terms of energy savings by lowering the required temperature of a reaction without sacrificing enzyme activity. Cold-active enzymes can also prevent undesirable chemical reactions occurring at higher temperatures, while simultaneously offering an amenable procedure for their rapid heat-inactivation due to their structural thermolability, which is of special interest in food industry for eliminating the use of chemical-based inactivation (Russell, <xref ref-type="bibr" rid="B235">1998</xref>; Gerday et al., <xref ref-type="bibr" rid="B108">2000</xref>; Georlette et al., <xref ref-type="bibr" rid="B105">2004</xref>; Margesin and Feller, <xref ref-type="bibr" rid="B180">2010</xref>). Although most cold-active enzymes have been isolated from psychrophiles and psychrotolerant microorganisms, some enzymes displaying high activity at low temperatures have also been obtained from mesophilic and even from thermophilic organisms.</p>
</sec>
<sec id="s2"><title>Microorganisms have colonized cold places on earth</title>
<p>Despite the harsh conditions that cold environments present for human life, microorganisms have colonized cold places on Earth. Depending on their optimal growth temperature, these microorganisms can be psychrophilic or psychrotolerants. Psychrophilic organisms are able to grow at low temperatures, between &#x02212;20 and 10&#x000B0;C, and unable to grow at temperatures higher that 15&#x000B0;C. Unlike psychrophiles, psychrotolerant organisms grow optimally at 20&#x02013;25&#x000B0;C but also have a high metabolic activity and growth capacity at temperatures below 0&#x000B0;C (Pikuta et al., <xref ref-type="bibr" rid="B221">2007</xref>). Typically, psychrotolerant microorganisms are found in terrestrial cold environments and psychrophiles in marine ecosystems. Microorganisms living on these cold places are mainly bacteria, yeasts, fungi and algae, and this biodiversity has been extensively reviewed (Cowan et al., <xref ref-type="bibr" rid="B52">2007</xref>; Yumoto, <xref ref-type="bibr" rid="B300">2013</xref>).</p>
<p>Constantly cold environments (&#x0003C; 5&#x000B0;C) cover &#x0007E;80% of the Earth&#x00027;s biosphere and include mainly the Polar Regions, deep water and marine sediments of the oceans, and glaciers of high mountains (Pikuta et al., <xref ref-type="bibr" rid="B221">2007</xref>; Huston, <xref ref-type="bibr" rid="B127">2008</xref>). Polar regions account for 15% of the Earth&#x00027;s surface and include the Antarctic and the Arctic Circle with their polar ice sheets, glaciers, and permafrost (Cowan et al., <xref ref-type="bibr" rid="B52">2007</xref>; Pikuta et al., <xref ref-type="bibr" rid="B221">2007</xref>). To have an idea about the temperatures of this region, an example is the Antarctic air, which has annual temperatures below 0&#x000B0;C and during winter the temperature can reach &#x02212;80&#x000B0;C (Cowan et al., <xref ref-type="bibr" rid="B52">2007</xref>). Permafrost represents more than 20% of terrestrial soils (Deming, <xref ref-type="bibr" rid="B65">2002</xref>) and it contains a large number of viable microorganisms which have retained their life over geological times (Rivkina et al., <xref ref-type="bibr" rid="B231">2004</xref>). Organisms living in permafrost are mostly psychrotolerant and not psychrophiles (Morita, <xref ref-type="bibr" rid="B196">1975</xref>). Deep water and marine sediments of the oceans cover 75% of the Earth&#x00027;s surface. They have an average temperature of 3&#x000B0;C, complete absence of light, high pressures and low nutrient availability, however numerous microorganisms have been identified and isolated from these ecosystems, the majority of them psychrophiles (Cowan et al., <xref ref-type="bibr" rid="B52">2007</xref>). Glaciers, on other continents than the Polar Regions, cover an area of 15,861,766 km<sup>2</sup>. Here, microorganisms live in the liquid veins at ice grain inter-junctions and in the thin liquid film on the surfaces of mineral grains, which contain substrates for their survival (Miteva, <xref ref-type="bibr" rid="B191">2008</xref>).</p>
</sec>
<sec id="s3"><title>Cold-active enzyme discovery</title>
<p>The most routine approach for discovering novel enzymes is the culture of microorganisms that express a protein of interest. This culture-dependent methodology has been successful for the isolation and characterization of many biocatalysts (Yang and Ding, <xref ref-type="bibr" rid="B295">2014</xref>). Culture-independent techniques have emerge to increase the rate of enzyme discovery, since the microorganisms that can be cultured under laboratory conditions represent only a minor fraction (1&#x02013;5%) of the microbial diversity, and therefore of their enzymes (Ekkers et al., <xref ref-type="bibr" rid="B80">2012</xref>). For microorganisms from extreme environments a second problem arises when cultivation is attempted, as the harsh conditions that extremophiles need to grow increases the difficulty of obtaining enough biomass to have good DNA yields for cloning effectiveness (Ferrer et al., <xref ref-type="bibr" rid="B98">2007</xref>). Some techniques to address this obstacle and improve the cultivation of cold-adapted microorganisms have recently been reviewed (Vester et al., <xref ref-type="bibr" rid="B271">2015</xref>). Metagenomics is the main culture-independent approach and involves DNA extraction of an environmental sample followed by the construction of metagenome libraries for the isolation of target genes (Temperton and Giovannoni, <xref ref-type="bibr" rid="B259">2012</xref>). Another approach, where no environmental sample is needed, is to use the vast information available in genome databases, which provides the possibility to identify novel enzymes by computational genomics (Gong et al., <xref ref-type="bibr" rid="B114">2013</xref>). Considering that the access to extreme environments like constantly cold regions is not easy, genome mining emerges as a huge opportunity for the discovery of novel cold-adapted enzymes. However, to date it has not been used as the preferred alternative, maybe because only a few genomes of psychrophiles have been deposited in public databases.</p>
<p>Cold-active enzymes isolated by metagenomic approaches have been recently reviewed (Cavicchioli et al., <xref ref-type="bibr" rid="B39">2011</xref>; Vester et al., <xref ref-type="bibr" rid="B271">2015</xref>). Therefore, here we focus on cold-active enzymes derived from cultivated microorganisms and in some cases from synthetic genes.</p>
<sec><title>Natural hosts and diversity of cold-active enzymes</title>
<p>We have reviewed 92 cold-adapted enzymes that were successfully expressed in a heterologous host reported between 2010 and June 2016, which are detailed in Table <xref ref-type="table" rid="T1">1</xref>. These enzymes were obtained mainly from psychrophilic or psychrotolerant organisms and bacteria or fungi (Figures <xref ref-type="fig" rid="F1">1A,B</xref>, respectively). These microorganisms were isolated from different and diverse environments, mainly from Polar Regions and marine environments. As explained later in this review, efficient catalysis at low temperatures requires an increase in protein flexibility, and therefore a reduction on enzyme stability. However, an interesting example of a cold-active enzyme isolated from a psycrophilic organism that had an unexpected high thermostability was reported for the superoxide dismutase DaSOD from <italic>Deschampsia antarctica</italic> (Rojas-Contreras et al., <xref ref-type="bibr" rid="B233">2015</xref>). The optimal temperature of this enzyme is 20&#x000B0;C, it retains 80% of activity at 0&#x000B0;C and has detectable activity at &#x02212;20&#x000B0;C, but also DaSOD possess high thermostability, its activity was not affected at 80&#x000B0;C, and the half-life time was 35 min at 100&#x000B0;C.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Source of cold-adapted enzymes microorganisms (published from 2010 to June 2016)</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Class</bold></th>
<th valign="top" align="left"><bold>Enzyme</bold></th>
<th valign="top" align="left"><bold>Origin of sample</bold></th>
<th valign="top" align="left"><bold>Organism source</bold></th>
<th valign="top" align="left"><bold>Molecular technique</bold></th>
<th valign="top" align="left"><bold>Heterologous expression host</bold></th>
<th valign="top" align="left"><bold>Expression vector</bold></th>
<th valign="top" align="left"><bold><italic>T</italic><sub>opt</sub> (% residual activity at specific temperature)</bold></th>
<th valign="top" align="center"><bold>pH<sub>opt</sub></bold></th>
<th valign="top" align="left"><bold>Kinetics parameters (substrate)</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Flavobacterium johnsoniae</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>Flavobacterium johnsoniae</italic></td>
<td valign="top" align="left">Fj29</td>
<td valign="top" align="left">30 (50% at 4&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 8.41 mg/ml k<sub>cat</sub> 17.95 s<sup>&#x02212;1</sup> (Birchwood)</td>
<td valign="top" align="left">Chen et al., <xref ref-type="bibr" rid="B45">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Soil sample</td>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp. S9</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> TOP10</td>
<td valign="top" align="left">pBAD/Myc-His A</td>
<td valign="top" align="left">35 (40% at 10)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">K<sub>m</sub> 0.162 mM k<sub>cat</sub> 3.31 s<sup>&#x02212;1</sup>(p-NP butyrate)</td>
<td valign="top" align="left">Wicka et al., <xref ref-type="bibr" rid="B284">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-galactosidase</td>
<td valign="top" align="left">Antarctic soil</td>
<td valign="top" align="left"><italic>Paracoccus</italic> sp. 32d</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> LMG</td>
<td valign="top" align="left">pBAD/Myc -His A</td>
<td valign="top" align="left">40 (ND)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 4.28 mM k<sub>cat</sub> 140 s<sup>&#x02212;1</sup> (lactose)</td>
<td valign="top" align="left">Wierzbicka-Wos et al., <xref ref-type="bibr" rid="B286">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2; -galactosidase</td>
<td valign="top" align="left">Antarctic soil</td>
<td valign="top" align="left"><italic>Arthrobacter</italic> sp. 32cB</td>
<td valign="top" align="left">Degenerated primers/genome walking</td>
<td valign="top" align="left"><italic>E. coli</italic> LMG194</td>
<td valign="top" align="left">pBAD/Myc-His A</td>
<td valign="top" align="left">28 (42% at 10&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 1.52 mM K<sub>cat</sub> 30.55 s<sup>&#x02212;1</sup> (lactose)</td>
<td valign="top" align="left">Pawlak-Szukalska et al., <xref ref-type="bibr" rid="B218">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B1;-amylase</td>
<td valign="top" align="left">Antarctic</td>
<td valign="top" align="left"><italic>Geomyces pannorum</italic></td>
<td valign="top" align="left">Degenerated primers/TAIL-PCR</td>
<td valign="top" align="left"><italic>Aspergillus oryzae</italic></td>
<td valign="top" align="left">pBC12FNHA2</td>
<td valign="top" align="left">40 (20% at 0)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">K<sub>m</sub> 3.22 mg/ml V<sub>max</sub>3,33 mg/min ml (soluble starch)</td>
<td valign="top" align="left">Mao et al., <xref ref-type="bibr" rid="B179">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-glucosidase</td>
<td valign="top" align="left">Konjac field</td>
<td valign="top" align="left"><italic>Paenibacillus xylanilyticus</italic> KJ-03</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pCold I</td>
<td valign="top" align="left">20 (72% at 10&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 1.19 mM k<sub>cat</sub> 16.87 s<sup>&#x02212;1</sup> (pNP&#x003B2;G)</td>
<td valign="top" align="left">Park et al., <xref ref-type="bibr" rid="B212">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Glucanase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Eisenia fetida</italic></td>
<td valign="top" align="left">Specific primers from a related sequenced genome</td>
<td valign="top" align="left"><italic>E. coli</italic> ArcticExpress RT (DE3)</td>
<td valign="top" align="left">pColdI</td>
<td valign="top" align="left">40 (38% at 10&#x000B0;)</td>
<td valign="top" align="center">5.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Ueda et al., <xref ref-type="bibr" rid="B269">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Marine sediment</td>
<td valign="top" align="left"><italic>Microbulbifer thermotolerans</italic> DAU221</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pColdI</td>
<td valign="top" align="left">46 (10% at 1)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 0.099 mM V<sub>max</sub> 550 &#x003BC;mol/min/mg (pNP-butyrate)</td>
<td valign="top" align="left">Lee, <xref ref-type="bibr" rid="B161">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-galactosidase</td>
<td valign="top" align="left">Frozen soil</td>
<td valign="top" align="left"><italic>Rahnella</italic> sp. R3</td>
<td valign="top" align="left">Specific primers from a conserved region/TAIL PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pColdI</td>
<td valign="top" align="left">35 (27% at 4)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">K<sub>m</sub> 1.5 mM k<sub>cat</sub> 3 s<sup>&#x02212;1</sup> (lactose)</td>
<td valign="top" align="left">Fan et al., <xref ref-type="bibr" rid="B87">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Antarctic</td>
<td valign="top" align="left"><italic>Psychrobacter</italic> sp.</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pColdI &#x0002B; pG-KJE8</td>
<td valign="top" align="left">35 (30% at 5&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Shuo-shuo et al., <xref ref-type="bibr" rid="B245">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Nudix hydrolase MutT</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left"><italic>Aliivibrio salmonicida</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 AI</td>
<td valign="top" align="left">pDest14</td>
<td valign="top" align="left">12 (ND)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.0029 mM k<sub>cat</sub> 0.713 s<sup>&#x02212;1</sup> (8-oxo-dGTP)</td>
<td valign="top" align="left">Lian et al., <xref ref-type="bibr" rid="B168">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Inulinase</td>
<td valign="top" align="left">Lead-zinc-rich soil</td>
<td valign="top" align="left"><italic>Arthrobacter</italic> sp. MN</td>
<td valign="top" align="left">Degenerated primers/TAIL-PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pEASY-E1</td>
<td valign="top" align="left">35 (16% at 0 &#x000B0;C)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 8.2 mM K<sub>cat</sub>t5.75 s<sup>&#x02212;1</sup> (inulina)</td>
<td valign="top" align="left">Zhou et al., <xref ref-type="bibr" rid="B314">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Streptomyces coelicolor A3(2)</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET16b</td>
<td valign="top" align="left">35 (25% at 10&#x000B0;)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 2.5 mg ml<sup>&#x02212;1</sup> k<sub>cat</sub> 0.83 s<sup>&#x02212;1</sup> (succinylated casein)</td>
<td valign="top" align="left">Brault et al., <xref ref-type="bibr" rid="B33">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Permafrost</td>
<td valign="top" align="left"><italic>Psychrobacter cryohalolentis</italic> K5T</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21(DE3)pLysS</td>
<td valign="top" align="left">pET20b</td>
<td valign="top" align="left">25 (70% at 5&#x000B0;)</td>
<td/>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Petrovskaya et al., <xref ref-type="bibr" rid="B220">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;&#x02013;xylanase</td>
<td valign="top" align="left">Marine environment</td>
<td valign="top" align="left"><italic>Saccharophagus degradans</italic> 2-40</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET21a</td>
<td valign="top" align="left">30 (ND)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 10.4 mg/mL K<sub>cat</sub> ND (birchwood xylan)</td>
<td valign="top" align="left">Ko et al., <xref ref-type="bibr" rid="B149">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Intestine of righteye flounder</td>
<td valign="top" align="left"><italic>Acinetobacter venetianus</italic> V28</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22a(&#x0002B;)</td>
<td valign="top" align="left">40 (70% at 5&#x000B0;)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Kim, <xref ref-type="bibr" rid="B145">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Intestines/stomach of an Atlantic hagfish (Myxine glutinosa)</td>
<td valign="top" align="left"><italic>Rhodococcus</italic> sp. AW25M09</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b</td>
<td valign="top" align="left">30 (50% at 10&#x000B0;)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="left">K<sub>m</sub> 0.753 mM K<sub>cat</sub> 1.63 s<sup>&#x02212;1</sup> (pNP-butanoate)</td>
<td valign="top" align="left">De Santi et al., <xref ref-type="bibr" rid="B69">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Marine invertebrate <italic>Halocynthia aurantium</italic></td>
<td valign="top" align="left"><italic>Glaciecola mesophila</italic> KMM241</td>
<td valign="top" align="left">Specific primers from a related sequenced genome</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21(DE3)</td>
<td valign="top" align="left">pET22b</td>
<td valign="top" align="left">35 (8% at 0&#x000B0;)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">K<sub>m</sub> 5.82 mg ml<sup>&#x02212;1</sup> k<sub>cat</sub> 609 s<sup>&#x02212;1</sup> (Beech wood xylan)</td>
<td valign="top" align="left">Guo et al., <xref ref-type="bibr" rid="B117">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Intestine of a blood clam</td>
<td valign="top" align="left"><italic>Photobacterium</italic> sp. MA1-3</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">30 (45% at 5&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Kim et al., <xref ref-type="bibr" rid="B146">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Intestine of silver whiting</td>
<td valign="top" align="left"><italic>Salinisphaera</italic> sp. P7-4</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">25 (ND)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Kim et al., <xref ref-type="bibr" rid="B147">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Soil</td>
<td valign="top" align="left"><italic>Sorangium cellulosum</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">30 (35% at 0&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 0.174 mM k<sub>cat</sub> 29s<sup>&#x02212;1</sup> (<italic>p</italic>-NP acetate)</td>
<td valign="top" align="left">Cheng et al., <xref ref-type="bibr" rid="B46">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Protease</td>
<td valign="top" align="left">ANTARCTIC</td>
<td valign="top" align="left"><italic>Pseudoalteromonas</italic> sp.</td>
<td valign="top" align="left">Degenerated primer/genome walking</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">25 (ND)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 0.27 mM k<sub>cat</sub> 199 s<sup>&#x02212;1</sup> (p-NP valerate)</td>
<td valign="top" align="left">Acevedo et al., <xref ref-type="bibr" rid="B1">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Soil sample</td>
<td valign="top" align="left"><italic>Sorangium cellulosum</italic> So9733-</td>
<td valign="top" align="left">Degenerate primers/TAIL PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">30&#x02013;35&#x000B0;C (13.7% at 0&#x000B0;C)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 25.77 mg/ml k<sub>cat</sub> 6.84 s<sup>&#x02212;1</sup> (Beechwood xylan)</td>
<td valign="top" align="left">Wang S. Y. et al., <xref ref-type="bibr" rid="B280">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B1;-glucosidase</td>
<td valign="top" align="left">Culture collection from Anhui University</td>
<td valign="top" align="left"><italic>Pseudoalteromonas</italic> sp. K8</td>
<td valign="top" align="left">Degenerated primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">30 (30% at 0&#x000B0;)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.27 mM k<sub>cat</sub> 15 s<sup>&#x02212;1</sup> (pNP&#x003B1;G)</td>
<td valign="top" align="left">Li et al., <xref ref-type="bibr" rid="B167">2016b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Antarctic seawater</td>
<td valign="top" align="left"><italic>Shewanella frigidimarina</italic> NCIMB 400</td>
<td valign="top" align="left">Degenerated primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">25 (35% at 10&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Parra et al., <xref ref-type="bibr" rid="B214">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Protease</td>
<td valign="top" align="left">Antarctic seawater</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic> TAC125</td>
<td valign="top" align="left">Protein sequence/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">15 (20% at 5&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">de Pascale et al., <xref ref-type="bibr" rid="B67">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">DNA of goat rumen fluid</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">Degenerate primer/TAIL PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET22b(&#x0002B;)</td>
<td valign="top" align="left">30 (10% at 0&#x000B0;)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">K<sub>m</sub>1.8 mg ml<sup>&#x02212;1</sup> k<sub>cat</sub> 584 s<sup>&#x02212;1</sup> (Beechwood xylan)</td>
<td valign="top" align="left">Wang et al., <xref ref-type="bibr" rid="B275">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-galactosidase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Pyrococcus furiosus</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET24a(&#x0002B;)</td>
<td valign="top" align="left">90 (8% at 0&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Dong et al., <xref ref-type="bibr" rid="B74">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Sea floor</td>
<td valign="top" align="left"><italic>Thalassospira</italic> sp. GB04J01</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET26b</td>
<td valign="top" align="left">45 (20% at 10)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.94 mM k<sub>cat</sub> 47.7 s<sup>&#x02212;1</sup> (pNP-acetate)</td>
<td valign="top" align="left">De Santi et al., <xref ref-type="bibr" rid="B68">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Pullulanase</td>
<td valign="top" align="left">Soil sample</td>
<td valign="top" align="left"><italic>Exiguobacterium</italic> sp. <italic>SH3</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)/<italic>B. subtilis</italic> WB600</td>
<td valign="top" align="left">pET26b(&#x0002B;) pHY300PLK</td>
<td valign="top" align="left">45 (30% at 10)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 2.8 mg/ml K<sub>cat</sub>t37s<sup>&#x02212;1</sup> (pullulan)</td>
<td valign="top" align="left">Rajaei et al., <xref ref-type="bibr" rid="B226">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Pseudomonas mandelii</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a</td>
<td valign="top" align="left">40 (ND)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.21 mM k<sub>cat</sub> 3.4 s<sup>&#x02212;1</sup> (<italic>p</italic>-NP acetate)</td>
<td valign="top" align="left">Lee et al., <xref ref-type="bibr" rid="B160">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Sediment sample from a soda lake</td>
<td valign="top" align="left"><italic>Bacillus</italic> sp. SN5</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a</td>
<td valign="top" align="left">40 (29% at 5&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 0.6 mg/ml k<sub>cat</sub> ND (beechwood xylan)</td>
<td valign="top" align="left">Bai et al., <xref ref-type="bibr" rid="B20">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-glucosidase</td>
<td valign="top" align="left">Antarctic soil</td>
<td valign="top" align="left"><italic>Exiguobacterium antarcticum</italic> B7</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> Rosetta</td>
<td valign="top" align="left">pET28a</td>
<td valign="top" align="left">30 (25% at 5&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 1.07 mM k<sub>cat</sub> 32.98s<sup>&#x02212;1</sup> (pNP&#x003B2;G)</td>
<td valign="top" align="left">Crespim et al., <xref ref-type="bibr" rid="B53">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Pullulanase</td>
<td valign="top" align="left">Soil of fruit market garbage dump</td>
<td valign="top" align="left"><italic>Paenibacillus polymyxa</italic> Nws-pp2</td>
<td valign="top" align="left">Degenerated primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21(DE3)</td>
<td valign="top" align="left">pET28a</td>
<td valign="top" align="left">35 (40% at 10&#x000B0;)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">K<sub>m</sub> 15.25 mg/ml V<sub>max</sub>20.1 U/mg (pullulan)</td>
<td valign="top" align="left">Wei et al., <xref ref-type="bibr" rid="B282">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Glycogen branching enzyme</td>
<td valign="top" align="left">CGMCC</td>
<td valign="top" align="left"><italic>Rhizomucor miehei</italic></td>
<td valign="top" align="left">Degenerate primers/RACE PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a (&#x0002B;)</td>
<td valign="top" align="left">25 (ND)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Wu et al., <xref ref-type="bibr" rid="B292">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Deep-sea sediments</td>
<td valign="top" align="left"><italic>Psychrobacter</italic> sp. <italic>C18</italic></td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a(&#x0002B;)</td>
<td valign="top" align="left">30 (18% at 0&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Chen et al., <xref ref-type="bibr" rid="B44">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-mannanase</td>
<td valign="top" align="left">Slag of a phosphate rock-stacking site</td>
<td valign="top" align="left"><italic>Sphingomonas</italic> sp. JB13</td>
<td valign="top" align="left">Degenerate primer/TAIL-PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a(&#x0002B;)</td>
<td valign="top" align="left">40 (20% at 10&#x000B0;C)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">K<sub>m</sub> 5 mg ml<sup>&#x02212;1</sup> k<sub>cat</sub> 211.9 s<sup>&#x02212;1</sup> (locust bean gum)</td>
<td valign="top" align="left">Zhou et al., <xref ref-type="bibr" rid="B315">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Endoglucanase</td>
<td valign="top" align="left">Lake sediment</td>
<td valign="top" align="left"><italic>Paenibacillus</italic> sp. <italic>IHB B 3084</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a(&#x0002B;)</td>
<td valign="top" align="left">40 (70% at 5&#x000B0;)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">K<sub>m</sub> 40.5 mg/ml V<sub>max</sub> 0.692 IU/ml (CMC)</td>
<td valign="top" align="left">Dhar et al., <xref ref-type="bibr" rid="B71">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Sediment of soda lake</td>
<td valign="top" align="left"><italic>Alkalibacterium</italic> sp. SL3</td>
<td valign="top" align="left">TAIL-PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a(&#x0002B;)</td>
<td valign="top" align="left">30 (70% at 0&#x000B0;)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">K<sub>m</sub> 0.15 mM k<sub>cat</sub> 307.69s<sup>&#x02212;1</sup> (pNP-acetate)</td>
<td valign="top" align="left">Wang et al., <xref ref-type="bibr" rid="B276">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-glucanase</td>
<td valign="top" align="left">Deep-sea sediment</td>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp. MM15</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a&#x0002B;</td>
<td valign="top" align="left">30 (70% at 10&#x000B0;)</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Yang and Dang, <xref ref-type="bibr" rid="B296">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-amylase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Arabidopsis thaliana</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET29a</td>
<td valign="top" align="left">30 (20% at 0&#x000B0;)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Monroe et al., <xref ref-type="bibr" rid="B195">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Glacier soil</td>
<td valign="top" align="left">Acinetobacter sp. XMZ-26</td>
<td valign="top" align="left">Degenerated/genome walking</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET30a(&#x0002B;)</td>
<td valign="top" align="left">15 (39% at 0&#x000B0;)</td>
<td valign="top" align="center">10</td>
<td valign="top" align="left">K<sub>m</sub>0.075 mM k<sub>cat</sub> 561s<sup>&#x02212;1</sup> (<italic>p</italic>-NP octanoate)</td>
<td valign="top" align="left">Zheng et al., <xref ref-type="bibr" rid="B311">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-glucosidase</td>
<td valign="top" align="left">Gut of longhorned beetle (Batocera horsfieldi) larvae</td>
<td valign="top" align="left"><italic>Serratia</italic> sp. TN49</td>
<td valign="top" align="left">Degenerate primer/TAIL-PCR</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET30a(&#x0002B;)</td>
<td valign="top" align="left">35 (25% at 10&#x000B0;)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 7.79 mM k<sub>cat</sub> 22.6 s<sup>&#x02212;1</sup> (pNPG)</td>
<td valign="top" align="left">Zhou et al., <xref ref-type="bibr" rid="B316">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">CGMCC</td>
<td valign="top" align="left"><italic>Stenotrophomonas maltophilia</italic> GS11</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET30a(&#x0002B;)</td>
<td valign="top" align="left">35 (55% at 5)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Li et al., <xref ref-type="bibr" rid="B166">2016a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Siberian cryopeg</td>
<td valign="top" align="left"><italic>Psychrobacter cryohalolentis K5</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET32a</td>
<td valign="top" align="left">25 (60% at 5&#x000B0;)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Novototskaya-Vlasova et al., <xref ref-type="bibr" rid="B205">2013b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-mannanase</td>
<td valign="top" align="left">Soil</td>
<td valign="top" align="left"><italic>Bacillus subtilis</italic> Bs5</td>
<td valign="top" align="left">Specific primers from a related sequenced genome</td>
<td valign="top" align="left"><italic>E. coli</italic> Rosetta_gami (DE3)</td>
<td valign="top" align="left">pET32a</td>
<td valign="top" align="left">35 (ND)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Huang et al., <xref ref-type="bibr" rid="B126">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Siberian permafrost</td>
<td valign="top" align="left"><italic>Psychrobacter cryohalolentis K5<italic>T</italic></italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET32a(&#x0002B;)</td>
<td valign="top" align="left">35 (82% at 0&#x000B0;)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Novototskaya-Vlasova et al., <xref ref-type="bibr" rid="B206">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Siberian cryopeg</td>
<td valign="top" align="left"><italic>Psychrobacter cryohalolentis K5</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET32a(&#x0002B;)</td>
<td valign="top" align="left">25 (80% at 5&#x000B0;)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Novototskaya-Vlasova et al., <xref ref-type="bibr" rid="B204">2013a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Seawater</td>
<td valign="top" align="left"><italic>Photobacterium</italic> sp. <italic>strain J15</italic></td>
<td valign="top" align="left">Degenerated primers</td>
<td valign="top" align="left"><italic>E. coli</italic> Rosetta-gami (DE3) pLysS</td>
<td valign="top" align="left">pET32b(&#x0002B;)</td>
<td valign="top" align="left">20 (50% at 4)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Shakiba et al., <xref ref-type="bibr" rid="B243">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Alkaline phosphatase</td>
<td valign="top" align="left">Mantle tissue of the marine mussel</td>
<td valign="top" align="left"><italic>Cobetia marina</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> Rosetta (DE3)</td>
<td valign="top" align="left">pET40b (&#x0002B;)</td>
<td valign="top" align="left">40 (ND)</td>
<td valign="top" align="center">9.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.3 mM K<sub>cat</sub>t24,000 s<sup>&#x02212;1</sup> (pN-phosphate)</td>
<td valign="top" align="left">Golotin et al., <xref ref-type="bibr" rid="B112">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B1;-galactosidase</td>
<td valign="top" align="left">Marine environment</td>
<td valign="top" align="left"><italic>Pseudoalteromonas</italic> sp. <italic>KMM 701</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> Rosetta(DE3)</td>
<td valign="top" align="left">pET40b(&#x0002B;)</td>
<td valign="top" align="left">20 (ND)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 0.412 mM k<sub>cat</sub> 0.588 s<sup>&#x02212;1</sup> (pNP-&#x003B1;Gal)</td>
<td valign="top" align="left">Bakunina et al., <xref ref-type="bibr" rid="B21">2014</xref>; Balabanova et al., <xref ref-type="bibr" rid="B22">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Dirty and cool tream water</td>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp. TK-3</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET47b</td>
<td valign="top" align="left">20 (30% at 5 &#x000B0;C)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Tanaka et al., <xref ref-type="bibr" rid="B255">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Protease</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left">S<italic>hewanella arctica</italic></td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> Tuner (DE3) pLacl</td>
<td valign="top" align="left">pETBlue1</td>
<td valign="top" align="left">60 (20% at 0&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 0.175% (w/v) k<sub>cat</sub> 5.186 s<sup>&#x02212;1</sup> (casein)</td>
<td valign="top" align="left">Qoura et al., <xref ref-type="bibr" rid="B224">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Candida albicans</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>P. pastoris</italic></td>
<td valign="top" align="left">pGAPZaA</td>
<td valign="top" align="left">15 (50% at 5&#x000B0;)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">K<sub>m</sub>0.27 mM k<sub>cat</sub> 551 s<sup>&#x02212;1</sup> (<italic>p</italic>-NP caprylate)</td>
<td valign="top" align="left">Lan et al., <xref ref-type="bibr" rid="B159">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-mannosidase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Aspergillus niger</italic> CBS 513.88</td>
<td valign="top" align="left">Synthetized from known sequence</td>
<td valign="top" align="left"><italic>P. pastoris</italic> X33</td>
<td valign="top" align="left">pGAPzaA</td>
<td valign="top" align="left">45 (22% at 0&#x000B0;)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">K<sub>m</sub> 2.87 mg/ml k<sub>cat</sub> 492.29 s<sup>&#x02212;1</sup> (guar gum)</td>
<td valign="top" align="left">Zhao W. et al., <xref ref-type="bibr" rid="B308">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Malassezia globose</italic></td>
<td valign="top" align="left">Synthetized from known sequence</td>
<td valign="top" align="left"><italic>P. pastoris X-33</italic></td>
<td valign="top" align="left">pGAPZ&#x003B1;A</td>
<td valign="top" align="left">15 (50% at 5 &#x000B0;C)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Xu et al., <xref ref-type="bibr" rid="B293">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Bacillus</italic> sp.</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> JM109</td>
<td valign="top" align="left">pGEM-T</td>
<td valign="top" align="left">35 (55% at 10&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 3.3 mM K<sub>cat</sub>t2.4 x 10<sup>&#x02212;5</sup> s<sup>&#x02212;1</sup> (pNP laurate)</td>
<td valign="top" align="left">Khurana et al., <xref ref-type="bibr" rid="B141">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-galactosidase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Lactococcus lactis</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> NovaBlue (DE3)</td>
<td valign="top" align="left">pGEMT-Easy</td>
<td valign="top" align="left">15-55 (60% at 5&#x000B0;)</td>
<td valign="top" align="left">6-7.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.82 mM k<sub>cat</sub> 102 s<sup>&#x02212;1</sup> (lactose)</td>
<td valign="top" align="left">Vincent et al., <xref ref-type="bibr" rid="B272">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Phytase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Bacillus licheniformis</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEMT-Easy Vector</td>
<td valign="top" align="left">75 (40% at 4&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 178 &#x003BC;M K<sub>cat</sub> 1163.5 s<sup>&#x02212;1</sup> (phytic acid)</td>
<td valign="top" align="left">Borgi et al., <xref ref-type="bibr" rid="B31">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B1;-amylase</td>
<td valign="top" align="left">Surface seawater</td>
<td valign="top" align="left"><italic>Zunongwangia profunda</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6P-1</td>
<td valign="top" align="left">35 (39% at 0&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 2.3 mM K<sub>cat</sub> 329.58 s<sup>&#x02212;1</sup> (soluble starch)</td>
<td valign="top" align="left">Qin et al., <xref ref-type="bibr" rid="B222">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Deep seawater</td>
<td valign="top" align="left"><italic>Psychrobacter pacificensis</italic></td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6p-1</td>
<td valign="top" align="left">25 (70% at 10 &#x000B0;C)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.034 mM K<sub>cat</sub>t5.75 s<sup>&#x02212;1</sup> (p-NP butyrate)</td>
<td valign="top" align="left">Wu et al., <xref ref-type="bibr" rid="B291">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Deep-sea sediments</td>
<td valign="top" align="left"><italic>Psychrobacter celer</italic> 3Pb1</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6p-1</td>
<td valign="top" align="left">35 (41% at 0 &#x000B0;C)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.033 mM k<sub>cat</sub> 9.21 s<sup>&#x02212;1</sup> (p-NP butyrate)</td>
<td valign="top" align="left">Wu et al., <xref ref-type="bibr" rid="B290">2013b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Sediments in the Gulf of Mexico</td>
<td valign="top" align="left"><italic>Psychrobacter pacificensis</italic></td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6p-1</td>
<td valign="top" align="left">25 (55% at 0&#x000B0;C)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.7667 mM k<sub>cat</sub> 3.92 s<sup>&#x02212;1</sup> (p-NP butyrate)</td>
<td valign="top" align="left">Wu et al., <xref ref-type="bibr" rid="B289">2013a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Seawater</td>
<td valign="top" align="left"><italic>Zunongwangia profunda</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6p-1</td>
<td valign="top" align="left">30 (23% at 0&#x000B0;)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">K<sub>m</sub> 1.15 mg/ml K<sub>cat</sub> 80.33 s<sup>&#x02212;1</sup> (beechwood xylan)</td>
<td valign="top" align="left">Liu et al., <xref ref-type="bibr" rid="B171">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Marine environment</td>
<td valign="top" align="left"><italic>Serratia</italic> sp.</td>
<td valign="top" align="left">Specific primers from a related sequenced genome</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6P-1</td>
<td valign="top" align="left">10 (92% at 0)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.074 mM k<sub>cat</sub> 2339 s<sup>&#x02212;1</sup> (pNP-acetate)</td>
<td valign="top" align="left">Jiang et al., <xref ref-type="bibr" rid="B132">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Surface seawater</td>
<td valign="top" align="left"><italic>Zunongwangia profunda</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6P-1</td>
<td valign="top" align="left">30 (75% at 0)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 0.121 mM K<sub>cat</sub> 110 s<sup>&#x02212;1</sup> (pNP-butyrate)</td>
<td valign="top" align="left">Rahman et al., <xref ref-type="bibr" rid="B225">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-galactosidase</td>
<td valign="top" align="left">Antarctica deep lake</td>
<td valign="top" align="left"><italic>Halorubrum lacusprofundi</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>Halobacterium</italic> sp. NRC-1</td>
<td valign="top" align="left">pKJ408</td>
<td valign="top" align="left">50 (10% at 0&#x000B0;)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Karan et al., <xref ref-type="bibr" rid="B137">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Trypsin</td>
<td valign="top" align="left">Antarctic</td>
<td valign="top" align="left"><italic>Euphausia superba</italic></td>
<td valign="top" align="left">Peptide sequence/degenerated and specific primres/RACE PCR</td>
<td valign="top" align="left"><italic>E. coli TB1</italic></td>
<td valign="top" align="left">pMAL-c2E</td>
<td valign="top" align="left">50 (ND)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">K<sub>m</sub> ND k<sub>cat</sub> 6 s-1 (BAPNA)</td>
<td valign="top" align="left">Olivera-Nappa et al., <xref ref-type="bibr" rid="B207">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Antarctic</td>
<td valign="top" align="left"><italic>Penicillium expansum</italic></td>
<td valign="top" align="left">Degenerated primers/genome walking</td>
<td valign="top" align="left"><italic>E. coli Origami B (DE3)</italic></td>
<td valign="top" align="left">pMAL-c5E</td>
<td valign="top" align="left">10 (ND)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Mohammed et al., <xref ref-type="bibr" rid="B193">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Chitosanase</td>
<td valign="top" align="left">Fresh water lake</td>
<td valign="top" align="left"><italic>Janthinobacterium</italic> sp. strain 4239</td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> DH10B</td>
<td valign="top" align="left">pMGJ1042</td>
<td valign="top" align="left">45 (30% at 10&#x000B0;)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Johnsen et al., <xref ref-type="bibr" rid="B133">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Beech stump</td>
<td valign="top" align="left"><italic>Bispora antennata</italic></td>
<td valign="top" align="left">Degenerated primers/TAIL-PCR</td>
<td valign="top" align="left"><italic>P. pastoris</italic> (GS115)</td>
<td valign="top" align="left">pPIC9</td>
<td valign="top" align="left">35 (21% at 0&#x000B0;)</td>
<td valign="top" align="center">5.5</td>
<td valign="top" align="left">K<sub>m</sub> 1.65 mg/ml V<sub>max</sub> 236 mmol/min/mg (birchwood xylan)</td>
<td valign="top" align="left">Liu et al., <xref ref-type="bibr" rid="B170">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Pectin methylesterase</td>
<td valign="top" align="left">Wastewater of food processing</td>
<td valign="top" align="left"><italic>Penicillium chrysogenum</italic> F46</td>
<td valign="top" align="left">Specific primers from a related sequenced genome</td>
<td valign="top" align="left"><italic>P. pastoris</italic> GS115</td>
<td valign="top" align="left">pPIC9</td>
<td valign="top" align="left">40 (52% at 10&#x000B0;)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">K<sub>m</sub> 0.55 mg/ml V<sub>max</sub> 15.78 mmol/min/mg (pectin)</td>
<td valign="top" align="left">Pan et al., <xref ref-type="bibr" rid="B209">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Polygalacturonase</td>
<td valign="top" align="left">Desert sand</td>
<td valign="top" align="left"><italic>Achaetomium</italic> sp. Xz8</td>
<td valign="top" align="left">Degenerate primers/TAIL-PCR</td>
<td valign="top" align="left"><italic>P. pastoris</italic> GS115</td>
<td valign="top" align="left">pPIC9</td>
<td valign="top" align="left">45 (10% at 0&#x000B0;)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">K<sub>m</sub> 0.32 g/l V<sub>max</sub> 97,951 mmol/min/mg (polygalacturonic acid)</td>
<td valign="top" align="left">Tu et al., <xref ref-type="bibr" rid="B268">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">CGMCC</td>
<td valign="top" align="left"><italic>Rhizomucor endophyticus</italic></td>
<td valign="top" align="left">Degenerated primers/RACE</td>
<td valign="top" align="left"><italic>P. pastoris</italic> GS115</td>
<td valign="top" align="left">pPIC9 K</td>
<td valign="top" align="left">40 (75% at 0)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">K<sub>m</sub> 2.3 mM k<sub>cat</sub> 0.891 s<sup>&#x02212;1</sup> (pNP-caprylate)</td>
<td valign="top" align="left">Yan et al., <xref ref-type="bibr" rid="B294">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Candida Parapsilosis</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>P. pastoris</italic> GS115</td>
<td valign="top" align="left">pPIC9K</td>
<td valign="top" align="left">35 (45% at 5&#x000B0;)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Neang et al., <xref ref-type="bibr" rid="B199">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>Candida tropicalis</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>P. pastoris</italic> GS115</td>
<td valign="top" align="left">pPIC9K</td>
<td valign="top" align="left">45 (36% at 5&#x000B0;)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Neang et al., <xref ref-type="bibr" rid="B199">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Pullulanase</td>
<td valign="top" align="left">Sea water</td>
<td valign="top" align="left"><italic>Shewanella arctica</italic></td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> M15</td>
<td valign="top" align="left">pQE-30</td>
<td valign="top" align="left">35 (25% at 10)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 0,1% K<sub>cat</sub> 86,9 s<sup>&#x02212;1</sup> (pullulan)</td>
<td valign="top" align="left">Elleuche et al., <xref ref-type="bibr" rid="B81">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Soil at a car service area</td>
<td valign="top" align="left"><italic>Staphylococcus epidermidis</italic> AT2</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> (DE3) pLacI</td>
<td valign="top" align="left">pTrcHis2-TOPO</td>
<td valign="top" align="left">25 (ND)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Kamarudin et al., <xref ref-type="bibr" rid="B136">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;&#x02212;galactosidase</td>
<td valign="top" align="left">Artic</td>
<td valign="top" align="left"><italic>Alkalilactibacillus ikkense</italic></td>
<td valign="top" align="left">Genomic DNA library/phenotype screening/specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> TOP10</td>
<td valign="top" align="left">pUC18</td>
<td valign="top" align="left">20 (60% at 0&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Schmidt and Stougaard, <xref ref-type="bibr" rid="B241">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Human saliva</td>
<td valign="top" align="left"><italic>Lactobacillus plantarum</italic> WCFS1</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pURI3-TEV &#x0002B; pGRO7</td>
<td valign="top" align="left">5 (ND)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Esteban-Torres et al., <xref ref-type="bibr" rid="B84">2014b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Human saliva</td>
<td valign="top" align="left"><italic>Lactobacillus plantarum</italic> WCFS1</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pURI3-TEV &#x0002B; pGRO7</td>
<td valign="top" align="left">20 (90% at 5&#x000B0;)</td>
<td valign="top" align="center">6.5</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Esteban-Torres et al., <xref ref-type="bibr" rid="B83">2014a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Protease</td>
<td valign="top" align="left">Compost</td>
<td valign="top" align="left"><italic>Bacillus</italic> sp. B001</td>
<td valign="top" align="left">Degenerate primers/genomic DNA digestion and self-ligation/reverse PCR</td>
<td valign="top" align="left"><italic>B. subtilis</italic> WB600</td>
<td valign="top" align="left">pWB980</td>
<td valign="top" align="left">60 (ND)</td>
<td valign="top" align="center">10</td>
<td valign="top" align="left">K<sub>m</sub>0.44 mM k<sub>cat</sub> 4181 s<sup>&#x02212;1</sup> (casein)</td>
<td valign="top" align="left">Deng et al., <xref ref-type="bibr" rid="B66">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Antarctic soil</td>
<td valign="top" align="left"><italic>Geomyces</italic> sp. <italic>P7</italic></td>
<td valign="top" align="left">Inverse PCR</td>
<td valign="top" align="left"><italic>S. cerevisiae</italic> (BJ5465)</td>
<td valign="top" align="left">pYES 2.1</td>
<td valign="top" align="left">35 (15% at 0&#x000B0;)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 8.5 mM k<sub>cat</sub> 118s<sup>&#x02212;1</sup> (<italic>p</italic>-NP acetate)</td>
<td valign="top" align="left">Florczak et al., <xref ref-type="bibr" rid="B101">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">&#x003B2;-glucosidase</td>
<td valign="top" align="left">Root surface of the salt marsh grass <italic>Spartina anglica</italic></td>
<td valign="top" align="left"><italic>Marinomonas</italic> MWYL1</td>
<td valign="top" align="left">Synthetized from known sequence</td>
<td valign="top" align="left"><italic>E. coli</italic> DH5a</td>
<td valign="top" align="left">pYPX251</td>
<td valign="top" align="left">40 (20% at 5&#x000B0;C)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 0.9 mg ml<sup>&#x02212;1</sup> k<sub>cat</sub> 475.4 s<sup>&#x02212;1</sup> (oNPGlc)</td>
<td valign="top" align="left">Zhao W. et al., <xref ref-type="bibr" rid="B307">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Isomerase</td>
<td valign="top" align="left">Arabinose isomerase</td>
<td valign="top" align="left">Provided by other laboratory</td>
<td valign="top" align="left"><italic>Shewanella</italic> sp. ANA-3</td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET15b</td>
<td valign="top" align="left">15 (90% at 4&#x000B0;)</td>
<td valign="top" align="left">5.5-6.5</td>
<td valign="top" align="left">K<sub>m</sub> 33.7 mM V<sub>max</sub> 164 mmole/s/mg (L-arabinose)</td>
<td valign="top" align="left">Rhimi et al., <xref ref-type="bibr" rid="B229">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ligase</td>
<td valign="top" align="left">Glutathione synthetase</td>
<td valign="top" align="left">Antarctic sea</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a(&#x0002B;)</td>
<td valign="top" align="left">15 (ND)</td>
<td valign="top" align="center">7.8</td>
<td valign="top" align="left">K<sub>m</sub> 0.25 mM k<sub>cat</sub> 1.93s<sup>&#x02212;1</sup> (&#x003B3;-glutamylcysteine)</td>
<td valign="top" align="left">Albino et al., <xref ref-type="bibr" rid="B5">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left">Superoxide dismutase</td>
<td valign="top" align="left">Antarctic</td>
<td valign="top" align="left"><italic>Deschampsia antarctica</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21-SI</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left">20 (80% at 0&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Rojas-Contreras et al., <xref ref-type="bibr" rid="B233">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left">Nitroreductase</td>
<td valign="top" align="left">Urinary tract</td>
<td valign="top" align="left"><italic>Staphylococcus saprophyticus</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET14b</td>
<td valign="top" align="left">20 (80% at 3&#x000B0;)</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="left">K<sub>m</sub> 0.0498 mM k<sub>cat</sub> 2.2 s<sup>&#x02212;1</sup> (NFZ)</td>
<td valign="top" align="left">&#x000C7;elik and Yetis, <xref ref-type="bibr" rid="B41">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left">Glutaredoxin</td>
<td valign="top" align="left">Antarctic sea ice</td>
<td valign="top" align="left"><italic>Pseudoalteromonas</italic> sp. <italic>AN178</italic></td>
<td valign="top" align="left">Specific primers for Grx from the genera</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a (&#x0002B;)</td>
<td valign="top" align="left">30 (25.5% at 0&#x000B0;C)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="left">K<sub>m</sub> 0.46mM V<sub>max</sub> 14.3 nmol/mL/min (HED)</td>
<td valign="top" align="left">Wang Q. et al., <xref ref-type="bibr" rid="B278">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left">Glycine oxidase</td>
<td valign="top" align="left">Marine sediment sand</td>
<td valign="top" align="left"><italic>Bacillus lichentformis</italic></td>
<td valign="top" align="left">Specific primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pGEX-6p-1</td>
<td valign="top" align="left">40 (60% at 0&#x000B0;)</td>
<td valign="top" align="center">8.5</td>
<td valign="top" align="left">K<sub>m</sub> 11.22 mM k<sub>cat</sub> 0.08 s<sup>&#x02212;1</sup> (glyphosate)</td>
<td valign="top" align="left">Zhang et al., <xref ref-type="bibr" rid="B303">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left">Serine hydroxymethyl transferase</td>
<td valign="top" align="left">Arctic polar sea ice</td>
<td valign="top" align="left"><italic>Psychromonas ingrahamii</italic></td>
<td valign="top" align="left">Synthesized from known sequence</td>
<td valign="top" align="left"><italic>E. coli HMS174 (DE3)</italic></td>
<td valign="top" align="left">pET28a</td>
<td valign="top" align="left">30 (ND)</td>
<td valign="top" align="center">7.2</td>
<td valign="top" align="left">K<sub>m</sub> 1, 6 mM k<sub>cat</sub> 1.78 s<sup>&#x02212;1</sup> (L-allo-threonine)</td>
<td valign="top" align="left">Angelaccio et al., <xref ref-type="bibr" rid="B12">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left">Glutathione S-transferase</td>
<td valign="top" align="left">Antarctic sea ice</td>
<td valign="top" align="left"><italic>Pseudoalteromonas</italic> sp. ANT506</td>
<td valign="top" align="left">Degenerated primers</td>
<td valign="top" align="left"><italic>E. coli</italic> BL21 (DE3)</td>
<td valign="top" align="left">pET28a (&#x0002B;)</td>
<td valign="top" align="left">40 (14.2% at 0&#x000B0;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="left">K<sub>m</sub> 1.01 mM K<sub>cat</sub> ND (glutathione)</td>
<td valign="top" align="left">Shi et al., <xref ref-type="bibr" rid="B244">2014</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>BAPNA, N&#x003B1;-benzoyl-L-arginine 4-nitroanilide; CGMCC, China General Microbiological Culture Collection Center; CMC, carboxymethyl cellulose; dGTP, Deoxyguanosine triphosphate; HED, hydroxyethyl disulfide; ND, not determined; NS, not specified; pNP, p-nitrophenol; pNP-&#x003B1;Gal, p-nitrophenyl-&#x003B1;-D-galactopyranoside; oNPGlc, 2-Nitrophenyl-b-D &#x02013;glucopyranoside; pNP&#x003B1;G, 4-Nitrophenyl-&#x003B1;-D-glucopyranoside; pNP&#x003B2;G, 4-Nitrophenyl &#x003B2;-D-glucopyranoside; NFZ, nitrofurazone; RACE, Rapid amplification of cDNA ends; TAIL-PCR, Thermal Asymmetric Interlaced PCR.</italic></p>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Pie charts showing the distribution of cold-active enzymes reported in Table <xref ref-type="table" rid="T1">1</xref> in two different situations: (A) Nature of organism source and (B) Organism source</bold>.</p></caption>
<graphic xlink:href="fmicb-07-01408-g0001.tif"/>
</fig>
<p>There are good examples of cold-active enzymes isolated from mesophilic organisms. Most of the time, a high activity at low temperatures is unexpected during the characterization of the catalytic properties of a mesophilic enzyme. This was the case of a <italic>Candida albicans</italic> lipase (Lan et al., <xref ref-type="bibr" rid="B159">2011</xref>), which shows a low sequence identity with those of known lipases from psychrophilic organisms, but has an optimal temperature of 15&#x000B0;C. Other example is the lipase from <italic>Staphylococcus epidermidis</italic>, isolated from a car service area, with an optimal temperature of 25&#x000B0;C (Kamarudin et al., <xref ref-type="bibr" rid="B136">2014</xref>). Other interesting case was reported by Monroe et al. (<xref ref-type="bibr" rid="B195">2014</xref>), where the cold-active properties from &#x003B2;-amylase 3 from <italic>Arabidopsis</italic> were inferred from the fact that this enzyme was more active during nighttime, compared to &#x003B2;-amylase 1 that had the opposite behavior. Both enzymes were overexpressed and purified from <italic>Escherichia coli</italic> confirming that they were differentially thermal adapted. &#x003B2;-amylase 3 had a lower optimal temperature, greater residual activity at low temperatures and less thermal stability than &#x003B2;-amylase 1.</p>
<p>More surprising is to discover a thermophilic enzyme with high activity at low temperatures. This was the case of a &#x003B2;-galactosidase isolated from <italic>Pyrococcus furiosus</italic> (Dong et al., <xref ref-type="bibr" rid="B74">2014</xref>) with optimal activity at 90&#x000B0;C (130 U/mg). The enzyme was still active at 0&#x000B0;C, retaining 8% of its activity. Despite the decrease in activity compare to its optimal temperature, the lactase activity of <italic>P. furiosus</italic> at 0&#x000B0;C was still 40% of the optimal activity from the main &#x003B2;-galactosidase use in the food industry (28 U/mg at 50&#x000B0;C and pH 7.0) from <italic>K. marxianus</italic>. In addition, the lactase activity of <italic>P. furiosus</italic> at 0&#x000B0;C was 31% of the optimal activity of a cold-active &#x003B2;-galactosidase from <italic>Arthrobacter psychrolactophilus</italic> strain F2 (33 U/mg at 10&#x000B0;C and pH 8.0).</p>
</sec>
</sec>
<sec id="s4"><title>Gene cloning and recombinant expression systems for cold-active enzymes</title>
<p>The usual approach to obtain sufficient enzyme yield for purification, characterization, and final use consists of the recombinant expression of enzymes in a heterologous host. Mesophilic hosts are the most commonly used systems for heterologous expression of genes encoding cold-active enzymes (Table <xref ref-type="table" rid="T1">1</xref>). However, the optimal growth temperature of these microorganisms is not compatible with the temperature that cold-active enzymes need to properly fold in order to retain their structure and functional activity (Bjerga et al., <xref ref-type="bibr" rid="B29">2016</xref>). One alternative to circumvent these folding issues in <italic>E. coli</italic> is to lower the incubation temperatures of the cell culture to 18&#x000B0;C after induction (Feller et al., <xref ref-type="bibr" rid="B94">1998</xref>), although this also decreases the host growth rate and thus the synthesis rate of heterologous enzyme is also reduced. Here, we briefly summarize the standard strategies for the expression of cold-active enzymes, which have been largely used for most of the enzymes reviewed in Table <xref ref-type="table" rid="T1">1</xref>, followed by a more extensive revision of novel strategies for improving the expression of cold-active enzymes aiming to enhance their solulibility, protein yield, and proper folding.</p>
<p>The starting point of most of the reviewed enzymes was the isolation of a cold-adapted organism with an interesting enzymatic activity. The main cloning strategy was the design of specific primers for gene amplification using the genomic DNA of the strain as template, (&#x0007E;48% of enzymes in Table <xref ref-type="table" rid="T1">1</xref>). This is only possible if the genome of the species (or a very close relative) has been sequenced or the gene has been deposited in Gene Bank, and also if the microorganism can be properly cultured in order to obtain its genomic material. If the organism is not available or impossible to grow, the alternative is to synthesize the gene with an optimal codon usage for the host; this was the case of four cold-adapted enzymes described in Table <xref ref-type="table" rid="T1">1</xref> (Zhao W. et al., <xref ref-type="bibr" rid="B308">2011</xref>, <xref ref-type="bibr" rid="B307">2012</xref>; Angelaccio et al., <xref ref-type="bibr" rid="B12">2012</xref>; Xu et al., <xref ref-type="bibr" rid="B293">2015</xref>).</p>
<p>When the gene sequences were not available, the preferred cloning strategy was the creation of a genomic library, with subsequent clone screening, followed by sequencing the candidate clone to finally obtain a sequence that can be inserted into an expression vector (&#x0007E;21% of enzymes in Table <xref ref-type="table" rid="T1">1</xref>). Degenerated primers for partial gene amplification, complemented with TAIL PCR, genome walking, RACE or inverse PCR, were used to a lesser extent.</p>
<p>The selected expression host was by far <italic>E. coli</italic> (Figure <xref ref-type="fig" rid="F2">2</xref>). Different genotypes were used, but in most cases BL21 (DE3) was the preferred strain. As we will see below, only one of these enzymes was expressed in an optimized strain for cold-active enzymes, ArcticExpress. Nevertheless, other expression hosts have been used, such as <italic>Halobacteriun</italic> sp. for the expression of a cold-adapted hydrolase, and <italic>Pichia pastoris</italic>, used as the expression host for 9 proteins including various fungal enzymes. Other expression hosts that were rarely used are shown in Table <xref ref-type="table" rid="T1">1</xref>.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Pie chart showing the distribution of heterologous hosts used for the expression of cold-active enzymes reported in Table <xref ref-type="table" rid="T1">1</xref></bold>.</p></caption>
<graphic xlink:href="fmicb-07-01408-g0002.tif"/>
</fig>
<p>Half of the cold-adapted genes were cloned in plasmids from the pET system for their expression. Only five of the genes were cloned in pCold vectors, whose advantages are described later in this review. Fusion constructs were also used for cloning 10 genes, eight in pGEX-6P-1, which allow the fusion expression of proteins to GST, and two in pMAL-c, which express proteins fusion to MBP. Other vectors are detailed in Table <xref ref-type="table" rid="T1">1</xref>. Concerning enzyme purification, for more than half of the enzymes from Table <xref ref-type="table" rid="T1">1</xref> the purification process was aided by fusion to a His tag. The majority of the enzymes were overproduced in the cytoplasm in a soluble form (72%). Only 15% were secreted and 8% were insoluble. Only two enzymes were purified from the periplasm and one was expressed in the outer membrane through fusion with an autotransporter domain (Petrovskaya et al., <xref ref-type="bibr" rid="B220">2015</xref>; Table <xref ref-type="table" rid="T1">1</xref>). Almost all enzymes were characterized, providing data from their optimal temperature (T<sub>opt</sub>), optimal pH (pH<sub>opt</sub>) and kinetic parameters like <italic>k</italic><sub>cat</sub> and <italic>K</italic><sub>m</sub>. The distribution of the optimal temperatures of the enzymes is displayed in Figure <xref ref-type="fig" rid="F3">3</xref>, and shows that T<sub>opt</sub> are distributed between 5 and 90&#x000B0;C, with 80% of the enzymes having a T<sub>opt</sub> between 20 and 45&#x000B0;C.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Graphical representation of the distribution of the optimal temperatures of cold-active enzymes</bold>. The optimal temperature reported for enzymes from Table <xref ref-type="table" rid="T1">1</xref> is represented in a frequency plot noticing that temperatures are distributed between 5 and 90&#x000B0;C and the majority of the enzymes have a T<sub>opt</sub> between 20 and 45&#x000B0;C.</p></caption>
<graphic xlink:href="fmicb-07-01408-g0003.tif"/>
</fig>
<p>Is important to underline that for <italic>in vitro</italic> characterization of enzymes, T<sub>opt</sub> is obtained by measuring the enzyme activity at fixed temperatures and conditions, so it is likely that these numbers provide an approximate value for T<sub>opt</sub>. Nevertheless, the distribution of T<sub>opt</sub> displayed in Figure <xref ref-type="fig" rid="F3">3</xref> has a fundamental meaning, as this parameter often reflects the temperature of the environmental niches inhabited by their source organisms: albeit their source organisms are either psychrophilic or psychrotolerant (Figure <xref ref-type="fig" rid="F1">1A</xref>), the ability of these enzymes to remain active in the cold is the result of either complete or incomplete evolutionary adaptations of their structure and sequence for functioning at low temperatures, with enzymes from psychrotolerant being often identified as examples of incomplete evolution (Georlette et al., <xref ref-type="bibr" rid="B105">2004</xref>). Regardless of the degree of completeness of their cold-adaptations, these enzymes are evidently cold-active, as demonstrated by the retention of an important percentage of their activity between 0 and 10&#x000B0;C for almost all of the enzymes in Table <xref ref-type="table" rid="T1">1</xref>.</p>
<p>By far hydrolases were the preferred class for cold-enzyme discovery (Figure <xref ref-type="fig" rid="F4">4</xref>). Unsurprisingly, cold-adapted hydrolases are the most frequent proteins for which their three-dimensional structures have been solved (Table <xref ref-type="table" rid="T2">2</xref>). Among them, lipases and esterases were the favorites (18 and 20% of enzymes in Table <xref ref-type="table" rid="T1">1</xref>, respectively), which is the same case reported recently for cold-active enzymes obtained by metagenomic approaches where all the proteins were hydrolases (30% lipases and 30% esterases) except one (Vester et al., <xref ref-type="bibr" rid="B271">2015</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>Pie chart showing the distribution of enzymes classes of cold-active enzymes reported in Table <xref ref-type="table" rid="T1">1</xref></bold>.</p></caption>
<graphic xlink:href="fmicb-07-01408-g0004.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p><bold>Solved structures of cold adapted enzymes deposited in the Protein Data Bank</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Enzyme</bold></th>
<th valign="top" align="left"><bold>Classification</bold></th>
<th valign="top" align="left"><bold>Source organism</bold></th>
<th valign="top" align="left"><bold>PDB ID</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Alkaline phosphatase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Shewanella</italic> sp.</td>
<td valign="top" align="left">3A52</td>
<td valign="top" align="left">Tsuruta et al., <xref ref-type="bibr" rid="B266">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Alkaline phosphatase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Vibrio</italic> sp.</td>
<td valign="top" align="left">3E2D</td>
<td valign="top" align="left">Helland et al., <xref ref-type="bibr" rid="B123">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">Alkaline phosphatase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Antartic bacterium TAB5</td>
<td valign="top" align="left">2IUC</td>
<td valign="top" align="left">Wang et al., <xref ref-type="bibr" rid="B274">2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">Alkaline phosphatase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pandalus borealis</italic></td>
<td valign="top" align="left">1K7H</td>
<td valign="top" align="left">de Backer et al., <xref ref-type="bibr" rid="B62">2002</xref></td>
</tr>
<tr>
<td valign="top" align="left">Amidase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Nesterenkonia</italic> sp.</td>
<td valign="top" align="left">3HXK</td>
<td valign="top" align="left">Nel et al., <xref ref-type="bibr" rid="B200">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Aminopeptidase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Colwellia psychrerythraea</italic></td>
<td valign="top" align="left">3CIA</td>
<td valign="top" align="left">Bauvois et al., <xref ref-type="bibr" rid="B24">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">Cellulase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic></td>
<td valign="top" align="left">1TVN, 1TVP</td>
<td valign="top" align="left">Violot et al., <xref ref-type="bibr" rid="B273">2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">Chitinase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Moritella marina</italic></td>
<td valign="top" align="left">4MB3, 4MB4, 4MB5</td>
<td valign="top" align="left">Malecki et al., <xref ref-type="bibr" rid="B178">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Elastase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Salmo salar</italic></td>
<td valign="top" align="left">1ELT</td>
<td valign="top" align="left">Berglund et al., <xref ref-type="bibr" rid="B27">1995</xref></td>
</tr>
<tr>
<td valign="top" align="left">Endonuclease I</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Aliivibrio salmonicida</italic></td>
<td valign="top" align="left">2PU3</td>
<td valign="top" align="left">Altermark et al., <xref ref-type="bibr" rid="B9">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Thalassospira</italic> sp.</td>
<td valign="top" align="left">4V2I</td>
<td valign="top" align="left">De Santi et al., <xref ref-type="bibr" rid="B68">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left">Arctic metagenomic library</td>
<td valign="top" align="left">4AO6</td>
<td valign="top" align="left">Fu et al., <xref ref-type="bibr" rid="B102">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Oleispira antarctica</italic></td>
<td valign="top" align="left">3I6Y, 3S8Y</td>
<td valign="top" align="left">Lemak et al., <xref ref-type="bibr" rid="B164">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Esterase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudoalteromonas</italic> sp.</td>
<td valign="top" align="left">3HP4</td>
<td valign="top" align="left">Brzuszkiewicz et al., <xref ref-type="bibr" rid="B35">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Proteus mirabilis</italic></td>
<td valign="top" align="left">4GW3, 4GXN</td>
<td valign="top" align="left">Korman and Bowie, <xref ref-type="bibr" rid="B150">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lipase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Photobacterium lipolyticum</italic></td>
<td valign="top" align="left">2ORY</td>
<td valign="top" align="left">Jung et al., <xref ref-type="bibr" rid="B135">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lysozyme</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Bombyx mori</italic></td>
<td valign="top" align="left">1GD6</td>
<td valign="top" align="left">Matsuura et al., <xref ref-type="bibr" rid="B184">2002</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pepsin</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Gadus morhua</italic></td>
<td valign="top" align="left">1AM5</td>
<td valign="top" align="left">Karlsen et al., <xref ref-type="bibr" rid="B139">1998</xref></td>
</tr>
<tr>
<td valign="top" align="left">Peptidase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Serratia</italic> sp.</td>
<td valign="top" align="left">2B6N</td>
<td valign="top" align="left">Helland et al., <xref ref-type="bibr" rid="B122">2006</xref></td>
</tr>
<tr>
<td valign="top" align="left">Protease</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Flavobacterium</italic> sp.</td>
<td valign="top" align="left">3U1R</td>
<td valign="top" align="left">Zhang et al., <xref ref-type="bibr" rid="B305">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Protease</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp.</td>
<td valign="top" align="left">1G9K, 1H71</td>
<td valign="top" align="left">Aghajari et al., <xref ref-type="bibr" rid="B4">2003</xref></td>
</tr>
<tr>
<td valign="top" align="left">Protein tyrosine phosphatase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Shewanella</italic> sp.</td>
<td valign="top" align="left">1V73</td>
<td valign="top" align="left">Tsuruta et al., <xref ref-type="bibr" rid="B265">2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pyrophosphatase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Oleispira antarctica</italic></td>
<td valign="top" align="left">3I4Q</td>
<td valign="top" align="left">Kube et al., <xref ref-type="bibr" rid="B154">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">S-formylglutathione hydrolase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic></td>
<td valign="top" align="left">3LS2</td>
<td valign="top" align="left">Alterio et al., <xref ref-type="bibr" rid="B8">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Serine protease</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Bacillus subtilis</italic></td>
<td valign="top" align="left">2GKO</td>
<td valign="top" align="left">Almog et al., <xref ref-type="bibr" rid="B7">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">Serine protease</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Vibrio</italic> sp.</td>
<td valign="top" align="left">1S2N, 1SH7</td>
<td valign="top" align="left">Arn&#x000F3;rsd&#x000F3;ttir et al., <xref ref-type="bibr" rid="B16">2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">Trypsin</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Oncorhynchus keta</italic></td>
<td valign="top" align="left">1MBQ</td>
<td valign="top" align="left">Toyota et al., <xref ref-type="bibr" rid="B262">2002</xref></td>
</tr>
<tr>
<td valign="top" align="left">Trypsin</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Salmo salar</italic></td>
<td valign="top" align="left">2TBS</td>
<td valign="top" align="left">Smal&#x000E5;s et al., <xref ref-type="bibr" rid="B250">1994</xref></td>
</tr>
<tr>
<td valign="top" align="left">Uracil-DNA N-glycosylase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Gadus morhua</italic></td>
<td valign="top" align="left">1OKB</td>
<td valign="top" align="left">Leiros et al., <xref ref-type="bibr" rid="B163">2003</xref></td>
</tr>
<tr>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Aegilops speltoides</italic></td>
<td valign="top" align="left">5AY7, 5D4Y</td>
<td valign="top" align="left">Zheng et al., <xref ref-type="bibr" rid="B312">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Xylanase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic></td>
<td valign="top" align="left">1H12, 1H13, 1H14</td>
<td valign="top" align="left">Van Petegem et al., <xref ref-type="bibr" rid="B270">2003</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B1;-amylase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic></td>
<td valign="top" align="left">1B0I</td>
<td valign="top" align="left">Aghajari et al., <xref ref-type="bibr" rid="B3">1998</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B2;-galactosidase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Arthrobacter</italic> sp.</td>
<td valign="top" align="left">1YQ2</td>
<td valign="top" align="left">Skalova et al., <xref ref-type="bibr" rid="B249">2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B2;-glucanase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Eisenia fetida</italic></td>
<td valign="top" align="left">3WC3</td>
<td valign="top" align="left">Arimori et al., <xref ref-type="bibr" rid="B13">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B2;-glucosidase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Exiguobacterium antarcticum</italic></td>
<td valign="top" align="left">5DT5, 5DT7</td>
<td valign="top" align="left">Zanphorlin et al., <xref ref-type="bibr" rid="B301">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B2;-glucosidase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Micrococcus antarcticus</italic></td>
<td valign="top" align="left">3W53</td>
<td valign="top" align="left">Miao et al., <xref ref-type="bibr" rid="B189">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003B2;-lactamase</td>
<td valign="top" align="left">Hydrolase</td>
<td valign="top" align="left"><italic>Pseudomonas fluorescens</italic></td>
<td valign="top" align="left">2QZ6</td>
<td valign="top" align="left">Michaux et al., <xref ref-type="bibr" rid="B190">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">Prolyl isomerase</td>
<td valign="top" align="left">Isomerase</td>
<td valign="top" align="left"><italic>Cenarcheaum symbiosum</italic></td>
<td valign="top" align="left">2RQS</td>
<td valign="top" align="left">Jaremko et al., <xref ref-type="bibr" rid="B131">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Sedoheptulose 7-phosphate isomerase</td>
<td valign="top" align="left">Isomerase</td>
<td valign="top" align="left"><italic>Colwellia psychrerythraea</italic></td>
<td valign="top" align="left">5BY2</td>
<td valign="top" align="left">Do et al., <xref ref-type="bibr" rid="B73">2015b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Triose phosphate isomerase</td>
<td valign="top" align="left">Isomerase</td>
<td valign="top" align="left"><italic>Moritella marina</italic></td>
<td valign="top" align="left">1AW1, 1AW2</td>
<td valign="top" align="left">Alvarez et al., <xref ref-type="bibr" rid="B10">1998</xref></td>
</tr>
<tr>
<td valign="top" align="left">3-octaprenyl-4-hydroxybenzoate carboxylase</td>
<td valign="top" align="left">Lyase</td>
<td valign="top" align="left"><italic>Colwellia psychrerythraea</italic></td>
<td valign="top" align="left">4RHE, 4RHF</td>
<td valign="top" align="left">Do et al., <xref ref-type="bibr" rid="B72">2015a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Citrate synthase</td>
<td valign="top" align="left">Lyase</td>
<td valign="top" align="left"><italic>Arthrobacter</italic> sp.</td>
<td valign="top" align="left">1A59</td>
<td valign="top" align="left">Russell et al., <xref ref-type="bibr" rid="B237">1998</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ectoine synthase</td>
<td valign="top" align="left">Lyase</td>
<td valign="top" align="left"><italic>Sphingopyxis alaskensis</italic></td>
<td valign="top" align="left">5BY5, 5BXX</td>
<td valign="top" align="left">Widderich et al., <xref ref-type="bibr" rid="B285">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Tryptophan synthase</td>
<td valign="top" align="left">Lyase</td>
<td valign="top" align="left"><italic>Shewanella frigidimarina</italic></td>
<td valign="top" align="left">3VND</td>
<td valign="top" align="left">Mitsuya et al., <xref ref-type="bibr" rid="B192">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Catalase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Aliivibrio salmonicida</italic></td>
<td valign="top" align="left">2ISA</td>
<td valign="top" align="left">Riise et al., <xref ref-type="bibr" rid="B230">2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ectoine hydroxylase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Sphingopyxis alaskensis</italic></td>
<td valign="top" align="left">4Q5O, 4MHR, 4MHU</td>
<td valign="top" align="left">H&#x000F6;ppner et al., <xref ref-type="bibr" rid="B124">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Isocitrate dehydrogenase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Desulfotalea psychrophila</italic></td>
<td valign="top" align="left">2UXQ, 2UXR</td>
<td valign="top" align="left">Fed&#x000F8;y et al., <xref ref-type="bibr" rid="B88">2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">L-leucine dehydrogenase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Flavobacterium frigidimaris</italic></td>
<td valign="top" align="left">2YY7</td>
<td valign="top" align="left">Yoneda et al., <xref ref-type="bibr" rid="B297">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lactate dehydrogenase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Champsocephalus gunnari</italic></td>
<td valign="top" align="left">2V65</td>
<td valign="top" align="left">Coquelle et al., <xref ref-type="bibr" rid="B51">2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">Leucine dehydrogenase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Sporosarcina psychrophila</italic></td>
<td valign="top" align="left">3VPX</td>
<td valign="top" align="left">Zhao Y. et al., <xref ref-type="bibr" rid="B309">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Malate dehydrogenase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Aquaspirillium arcticum</italic></td>
<td valign="top" align="left">1B8P, 1B8U, 1B8V</td>
<td valign="top" align="left">Kim et al., <xref ref-type="bibr" rid="B144">1999</xref></td>
</tr>
<tr>
<td valign="top" align="left">Phenylalanine hydroxylase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Colwellia psychrerythraea</italic></td>
<td valign="top" align="left">2V27, 2V28</td>
<td valign="top" align="left">Leiros et al., <xref ref-type="bibr" rid="B162">2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">Superoxide dismutase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Pseudoalteromonas haloplanktis</italic></td>
<td valign="top" align="left">3LJF, 3LJ9, 3LIO</td>
<td valign="top" align="left">Merlino et al., <xref ref-type="bibr" rid="B187">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Superoxide dismutase</td>
<td valign="top" align="left">Oxidoreductase</td>
<td valign="top" align="left"><italic>Aliivibrio salmonicida</italic></td>
<td valign="top" align="left">2W7W</td>
<td valign="top" align="left">Pedersen et al., <xref ref-type="bibr" rid="B219">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">Adenylate kinase</td>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left"><italic>Marinibacillus marinus</italic></td>
<td valign="top" align="left">3FB4</td>
<td valign="top" align="left">Davlieva and Shamoo, <xref ref-type="bibr" rid="B61">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">Adenylate kinase</td>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left"><italic>Sporosarcina globispora</italic></td>
<td valign="top" align="left">1S3G</td>
<td valign="top" align="left">Bae and Phillips, <xref ref-type="bibr" rid="B19">2004</xref></td>
</tr>
<tr>
<td valign="top" align="left">Aminotransferase</td>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left"><italic>Psychrobacter</italic> sp.</td>
<td valign="top" align="left">4RKC, 4RKD</td>
<td valign="top" align="left">Bujacz et al., <xref ref-type="bibr" rid="B36">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Aspartate carbamoyltransferase</td>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left"><italic>Moritella profunda</italic></td>
<td valign="top" align="left">2BE7</td>
<td valign="top" align="left">De Vos et al., <xref ref-type="bibr" rid="B70">2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">Serine hydroxymethyltransferase</td>
<td valign="top" align="left">Transferase</td>
<td valign="top" align="left"><italic>Psychromonas ingrahamii</italic></td>
<td valign="top" align="left">4P3M</td>
<td valign="top" align="left">Angelaccio et al., <xref ref-type="bibr" rid="B11">2014</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
<sec><title>Novel strategies for improving the expression of cold-active enzymes</title>
<p>Several strategies have been suggested to promote proper expression and folding of cold-active enzymes expressed in heterologous host, increasing their solubility, activity, and yield. These strategies are summarized in Figure <xref ref-type="fig" rid="F5">5</xref> and include the use of: (i) molecular chaperones; (ii) cold-active promoters; (iii) fusion partners; (iv) psychrophilic hosts, and (v) a combination of these strategies.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>Overview of novel strategies for improving the recombinant expression of cold-active enzymes</bold>. Currently, the main approaches to produce enzymes at low temperatures include the use of: molecular chaperones, cold-active promoters, fusion partners, and psychrophilic hosts. A combination of the above strategies can also be used.</p></caption>
<graphic xlink:href="fmicb-07-01408-g0005.tif"/>
</fig>
<p>i) Molecular Chaperones</p>
<p>Molecular chaperones are ubiquitous proteins that help newly synthesized polypeptides and denatured proteins to reach their native conformation. They are widely distributed in bacteria, yeast, plants, and animals (Evstigneeva et al., <xref ref-type="bibr" rid="B85">2001</xref>). Originally, they were discovered because their encoding genes were expressed under heat shock conditions, therefore this family of molecules was named heat shock proteins (HSP). However, genes encoding molecular chaperones are also induced under other stressful conditions including UV irradiation, hypoxia, and chemical challenges, among others (Whitley et al., <xref ref-type="bibr" rid="B283">1999</xref>). There are various chaperones families, which are named by their molecular size ranging from HSP40 to HSP100 and the small HSPs (Hartl et al., <xref ref-type="bibr" rid="B118">2011</xref>). In <italic>E. coli</italic>, chaperones with quaternary structure are also known as chaperonins and include the GroEL/GroEL systems, whereas monomeric chaperones include the DnaK/DnaJ systems (Bukau et al., <xref ref-type="bibr" rid="B37">2000</xref>; de Marco, <xref ref-type="bibr" rid="B64">2007</xref>).</p>
<p>In 2004, Ferrer and coworkers reported that expressing chaperones Cpn60 and Cpn10 from the psychrophilic bacterium <italic>Oleispira antarctica</italic> RB8 in <italic>E. coli</italic>, lowered its minimal growth temperature below 15&#x000B0;C (Ferrer et al., <xref ref-type="bibr" rid="B97">2003</xref>, <xref ref-type="bibr" rid="B99">2004a</xref>). They used this chaperone-<italic>E. coli</italic> system to express a heat-labile esterase, reporting for the first time a successfully expression system for heat-sensitive proteins. They demonstrated that the low temperature improved proper folding of the enzyme, enhancing its specific activity 180-fold in comparison to the enzyme purified from the usual <italic>E. coli</italic> strain grown at 37&#x000B0;C (Ferrer et al., <xref ref-type="bibr" rid="B96">2004b</xref>). Today, a competent <italic>E. coli</italic> strain that co-express cold-active chaperones Cpn60 and Cpn10 is commercialized by Agilent Technologies under the name of ArcticExpress.</p>
<p>Kim et al. (<xref ref-type="bibr" rid="B143">2015</xref>) co-expressed a cold active esterase together with PsyGroELS, a chaperonin from the psychrophilic bacterium <italic>Psychrobacter</italic> sp. PAMC21119, in an <italic>E. coli</italic> strain. The expression was performed at 10&#x000B0;C and they compared the enzyme activity using the previously reported chaperones Cpn60 and Cpn10, finding better results with PsyGroELS for this particular enzyme. They conclude that PsyGroELS not only confers cold-tolerance to <italic>E. coli</italic>, but also is effective for co-expression of stable psychrophilic proteins.</p>
<p>Another example of chaperone co-expression was recently described by Esteban-Torres et al. (<xref ref-type="bibr" rid="B83">2014a</xref>) using GroES/GroEL chaperones. First, they cloned the cold-active esterase lp_2631 into the pURI3-TEV expression vector for protein production, but the recombinant protein was expressed as inclusion bodies when <italic>E. coli</italic> BL21 (DE3) was used as host. To solve this, they used the plasmid pGro7 that produces GroES/GroEL chaperones. When Lp_2631 was co-expressed with the molecular chaperones in the <italic>E. coli</italic> host, the protein was expressed in the soluble fraction of the cells.</p>
<p>ii) Cold-active promoters</p>
<p>Quing and coworkers developed cold-shock expression vectors (pColdI-IV) harboring the cspA promoter from CspA, the major cold shock protein of <italic>E. coli</italic>, allowing high expression of several genes upon induction by cold-shock (Qing et al., <xref ref-type="bibr" rid="B223">2004</xref>). They reported that pCold vectors are highly complementary to the widely used pET vectors for the expression of 38 genes. pCold vectors have been used to functionally express various proteins in <italic>E. coli</italic> at low temperature, most of them from mesophilic organisms including human proteins that were difficult to obtain with other systems (Hayashi and Kojima, <xref ref-type="bibr" rid="B119">2008</xref>). Surprisingly only a few examples have been described for the expression of enzymes from psychrophilic organisms. One of them corresponds to the pCold I vector, used to functionally express a cold-active &#x003B2;-galactosidase (rBglAp) that was found to be extremely heat-labile in <italic>E. coli</italic> (Nakagawa et al., <xref ref-type="bibr" rid="B198">2007</xref>).</p>
<p>Shuo-shuo and coworkers cloned the cold-active lipase gene Lip-948, from the Antarctic psychrotrophic bacterium <italic>Psychrobacter</italic> sp. <italic>G</italic> into the plasmid pColdI and transformed it into <italic>E. coli</italic> BL21, obtaining substantive expression of lipase LIP-948 with a yield of 39% of total protein, most of which was present as inclusion bodies (Shuo-shuo et al., <xref ref-type="bibr" rid="B245">2011</xref>). Co-expression of pColdI-Lip-948 with chaperone pTf16 and pGro7 decreased the amount of insoluble LIP-948, while the soluble expression was enhanced when pColdI-Lip-948 was co-expressed with &#x0201C;chaperone team&#x0201D; plasmids (pKJE7, pG-Tf2, pG-KJE8), respectively. LIP-948 was most efficiently expressed in soluble form when it was co-expressed with pG-KJE8, which was up to 19.8% of intracellular soluble proteins. Also, pCold vectors have been used for the expression of proteins with fusion partners, as it is described below.</p>
<p>iii) Fusion Partners</p>
<p>Fusion partners are solubility-enhancing tags used to increase both the solubility and expression level of recombinant enzyme expression (Hayashi and Kojima, <xref ref-type="bibr" rid="B120">2010</xref>). They are located at the N- or C-terminus of the target protein and in some cases a specific cleavage site is placed between the tag and the target protein to allow their excision after purification. The most common fusion partners correspond to glutathione-<italic>S</italic>-transferase (GST), maltose-binding protein (MBP), thioredoxin (Trx), G&#x003B2;-1 domain of protein G (Gb1), nascent chain chaperone trigger factor (TF), small ubiquitin-like modifier (SUMO), and N-utilizing substance A (NusA).</p>
<p>Regarding expression of cold-adapted enzymes using fusion partners, Trx fusion tag has been used to obtain high yield of soluble psychrophilic yeast proteins in <italic>E. coli</italic> host (Illias et al., <xref ref-type="bibr" rid="B129">2014</xref>). Moreover, the effects of seven different N-terminal fusion partners were studied to improve the solubility of proteins from the psychrophilic fish <italic>Vibrio salmonicida</italic> in <italic>E. coli</italic>. Among the fusion partners, MBP and NusA showed to be the best for expression yield and protein solubility (Niiranen et al., <xref ref-type="bibr" rid="B202">2007</xref>). In addition, two different expression host strains and three cell culture incubation temperatures were used. Concerning the host strain, <italic>E. coli</italic> BL21-AI was shown to be superior to BL21(DE3)RIL CodonPlus for protein expression, but the product solubility was not affected by the choice of host. In terms of the incubation temperature for protein expression, the protein yield increased with temperature, although the effect on solubility was the contrary in most cases. They also concluded that small proteins were easier to express.</p>
<p>Another example for the soluble expression of a cold-active enzyme using MBP as the fusion partner was reported for a lipase from marine Antarctic origin (Parra et al., <xref ref-type="bibr" rid="B215">2008</xref>). First, the expression system <italic>E. coli</italic> BL21(D3E)/pET22b(&#x0002B;) was used but the protein was obtained as inclusion bodies. After using the expression system <italic>E. coli</italic> TB1/pMAL-c2E, which expressed a fusion MBP-lipase protein, the enzyme was obtained in a soluble an active form. Hayashi and Kojima (<xref ref-type="bibr" rid="B119">2008</xref>) used the pCold I vector and modified it in order to express proteins fusioned to a GST tag. They were able to successfully express 9 proteins which they could not obtain using a conventional <italic>E. coli</italic> expression system. Later, the same authors used the pCold-GST system to successfully express 78 proteins from mesophilic organisms, showing that the primary sequence length of these proteins was not correlated with the expression level in the soluble fraction. They also developed three other cold-shock vectors using the fusion partners GB1, Trx, and MBP, showing that all systems were successful in obtaining soluble fusion proteins, with the pCold-GST system being the preferred and the pCold-MBP system the second choice. Furthermore, they reported that the use of a C-terminal 6 proline tag was successful in inhibiting the degradation of the protein during protein expression and purification, therefore being useful for enzyme stabilization (Hayashi and Kojima, <xref ref-type="bibr" rid="B120">2010</xref>).</p>
<p>iv) Psychrophilic hosts</p>
<p>To overcome the decrease in protein yield and overall process productivity when <italic>E. coli</italic> strain is cultured at low temperatures, psychrophilic bacteria have been used as expression hosts (Parrilli et al., <xref ref-type="bibr" rid="B217">2008b</xref>).</p>
<p>The most studied psychrophilic host is <italic>Pseudoalteromonas haloplanktis</italic> TAC125, which uses a modified <italic>E. coli</italic> cloning vector with psychrophilic molecular signals. This host was reported for the expression of a cold-adapted &#x003B1;-amylase as secretion carrier for extra-cellular protein targeting (Cusano et al., <xref ref-type="bibr" rid="B55">2006a</xref>,<xref ref-type="bibr" rid="B54">b</xref>). Later, authors developed a <italic>P. haloplanktis</italic> TAC125 mutant strain that secreted a reduced number of exo-proteases, therefore reducing the extra-cellular proteolytic activity (Parrilli et al., <xref ref-type="bibr" rid="B216">2008a</xref>).</p>
<p>In other study, an expression vector derived from psychrophilic bacterium <italic>Pseudoalteromonas</italic> sp. BSi20429 was constructed and <italic>Pseudoalteromonas</italic> sp. SM20429 was used as the psychrophilic bacterial strain. The system was first reported using a mesophilic promoter from <italic>E. coli</italic> and used for the active expression of a cold-adapted cellulase at 25&#x02013;30&#x000B0;C (Zhao D. et al., <xref ref-type="bibr" rid="B306">2011</xref>). Later, the mesophilic promoter was replaced by another from <italic>Pseudoalteromonas</italic> sp. BSi20429 that acted as a strong promoter at low temperatures and was also inducible by xylan, thus enabling the recombinant expression at lower temperatures. Multiple cloning sites and a His tag were also added to the expression vector, making these system useful for expressing <italic>Pseudoalteromonas</italic> enzymes that could not be maturely expressed in <italic>E. coli</italic> (Yu et al., <xref ref-type="bibr" rid="B299">2015</xref>).</p>
<p>Another interesting study is an example to overcome the barrier of studying polyextremophilic enzymes. For halophilic enzymes, a high salt concentration is a requirement to obtain an active protein during overexpression in heterologous hosts. Karan et al. (<xref ref-type="bibr" rid="B137">2013</xref>) purified and characterized a halophilic and cold-active &#x003B2;-galactosidase from the cold-adapted haloarchaeon, <italic>H. lacusprofundi</italic>. They used the haloarchaeon, <italic>Halobacterium</italic> sp. NRC-1 strain as host in combination with a cold-shock protein gene promoter, <italic>csp</italic>D2, also from the host. They produced the recombinant &#x003B2;-galactosidase at 20-fold higher levels compared to <italic>H. lacusprofundi</italic>.</p>
<p>Finally, an example of a eukaryotic expression system for genes codifying cold-active enzymes comes from the work performed by Mao et al. (<xref ref-type="bibr" rid="B179">2015</xref>), who developed a novel uracil-deficient <italic>Aspergillus oryzae</italic> host for heterologous expression. This system was used to express an &#x003B1;-amylase from the psychrophilic fungus <italic>Geomyces pannorum</italic>.</p>
<p>v) Combination of the above strategies</p>
<p>Combination of these strategies has also been successfully used for the expression and purification of cold-adapted enzymes. A cold-adapted endo-1,4-&#x003B2;-glucanase from the earthworm <italic>Eisenia fetida</italic> was cloned in the pColdI vector and successfully expressed using the host strain ArcticExpress RT (DE3) (Ueda et al., <xref ref-type="bibr" rid="B269">2014</xref>). Bjerga and Williamson (<xref ref-type="bibr" rid="B30">2015</xref>) optimized an expression system for cold-adapted proteins based on the pCold-II vector. They expressed five genes derived from metagenomic DNA from marine Arctic sediments and used three hosts strains including BL21 CodonPlus(DE3)RIL, ArcticExpress(DE3)RIL, and Rosetta2(DE3)pLysS, obtaining the best results using the latter. The yields of soluble protein were increased using fusion partners like MBP, TF, TRX, and SUMO, reporting the best results using large fusion partners like MBP and TF (Bjerga and Williamson, <xref ref-type="bibr" rid="B30">2015</xref>).</p>
</sec>
</sec>
<sec id="s5"><title>Evolutionary and molecular mechanisms of the cold-adaptation of enzymes</title>
<p>The ability of unicellular organisms to thrive in cold environments requires a vast array of adaptations in all levels, which enables to compensate for the perturbations stressed by these extreme environments. These adaptations cover from changes in the lipid composition of the cell membrane (Russell and Fukunaga, <xref ref-type="bibr" rid="B234">1990</xref>) to sequence and structure changes in enzymes ensuring the efficiency of all biochemical reactions (Gerday et al., <xref ref-type="bibr" rid="B108">2000</xref>).</p>
<p>The critical role of thermal adaptations on an enzyme&#x00027;s ability to remain highly active in the cold is easily understood if we consider that the metabolic and growth rates of psychrophilic and psychrotolerant species near the freezing point of water are higher than those of mesophilic organisms at the same temperature (Mohr and Krawiec, <xref ref-type="bibr" rid="B194">1980</xref>; Knoblauch et al., <xref ref-type="bibr" rid="B148">1999</xref>). To achieve this, enzyme function must be tuned in order to cope with the inherent temperature-dependent reduction of chemical rates and enable life in cold environments. Structurally, enzymes also require modification of their thermal stability and the dynamics of their three-dimensional structure in order to compensate for the freezing effects of low temperatures (Feller and Gerday, <xref ref-type="bibr" rid="B93">2003</xref>), while at the same time avoiding catastrophic cold-induced unfolding events that impede proper function (Ram&#x000ED;rez-Sarmiento et al., <xref ref-type="bibr" rid="B227">2013</xref>). As thermal adaptations in enzymes are achieved by amino acid substitutions, insertions and deletions, the evolution and molecular basis of these adaptations in cold-adapted enzymes can be extracted mainly based on the comparison of their structural and functional features against mesophilic and thermophilic homologs. Here, we cover the main catalytic features of cold-adapted enzymes and the evolutionary and molecular mechanisms that allow these adaptations.</p>
<sec><title>Functional adaptations for high catalytic activity at low temperatures</title>
<p>The main mechanistic goal of the evolutionary adaptations in cold-active enzymes is to maintain a high catalytic activity at low temperatures. These activities are required to sustain metabolic activity in extremely cold environments, in some cases even near &#x02212;20&#x000B0;C (Rivkina et al., <xref ref-type="bibr" rid="B232">2000</xref>).</p>
<p>At very low temperatures the kinetic energy is insufficient to allow overcoming the kinetic barriers associated with an enzymatic reaction (Siddiqui and Cavicchioli, <xref ref-type="bibr" rid="B247">2006</xref>). Nevertheless, cold adapted enzymes generally have optimum temperatures of activity and higher reaction rates at lower temperatures than their mesophilic homologs. We can rationalize this behavior if we examine the temperature dependence of the rate of chemical reactions as envisioned by the Arrhenius equation (Laidler, <xref ref-type="bibr" rid="B158">1984</xref>):
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mtext>cat</mml:mtext></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>A</mml:mi><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mo>-</mml:mo><mml:mi>E</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>R</mml:mi><mml:mi>T</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
Where <italic>k</italic><sub>cat</sub> is the catalytic rate, <italic>E</italic><sub>a</sub> is the activation energy of the reaction, <italic>R</italic> is the gas constant, <italic>T</italic> is temperature and <italic>A</italic> is a collision frequency factor. This equation illustrates how the catalytic rate depends on the temperature, such that it decreases upon decreasing temperature. For example, the catalytic rate of a mesophilic enzyme with <italic>Ea</italic> values ranging 50&#x02013;75 kJ&#x000B7;mol<sup>&#x02212;1</sup> decreases 2&#x02013;3-fold upon lowering the temperature every 10&#x000B0;C (Tattersall et al., <xref ref-type="bibr" rid="B258">2012</xref>).</p>
<p>As suggested by the Arrhenius equation, the detrimental effect of lowering the temperature on the catalytic turnover can be countered by decreasing the activation energy, such that the thermal dependence of the catalytic reaction is reduced. Extensive reviews have been made about the changes in activation energies of chemical reactions catalyzed by psychrophilic enzymes and their mesophilic and thermophilic homologs, consistently showing that the activation energies are in fact decreased in cold-adapted enzymes (Lonhienne et al., <xref ref-type="bibr" rid="B173">2001</xref>; Matsuura et al., <xref ref-type="bibr" rid="B184">2002</xref>; D&#x00027;Amico et al., <xref ref-type="bibr" rid="B57">2002b</xref>, <xref ref-type="bibr" rid="B58">2003a</xref>,<xref ref-type="bibr" rid="B59">b</xref>; Mavromatis et al., <xref ref-type="bibr" rid="B185">2003</xref>; Garsoux et al., <xref ref-type="bibr" rid="B103">2004</xref>; Liang et al., <xref ref-type="bibr" rid="B169">2004</xref>; Fed&#x000F8;y et al., <xref ref-type="bibr" rid="B88">2007</xref>; Leiros et al., <xref ref-type="bibr" rid="B162">2007</xref>; Lian et al., <xref ref-type="bibr" rid="B168">2015</xref>).</p>
<p>The temperature-dependence of reaction rates given by the Arrhenius equation explains the increase in <italic>k</italic><sub>cat</sub> needed for catalyzing reactions at low temperature under saturating substrate concentrations, whereas substrate binding represented by the Michaelis-Menten constant (<italic>K</italic><sub>m</sub>) could also play an important role in increasing the catalytic efficiency (defined as <italic>k</italic><sub>cat</sub>/<italic>K</italic><sub>m</sub>) of cold-adapted enzymes at low temperatures (Feller and Gerday, <xref ref-type="bibr" rid="B92">1997</xref>; D&#x00027;Amico et al., <xref ref-type="bibr" rid="B56">2002a</xref>). We can rationalize how these changes in the kinetic parameters are tuned within a cold-adapted enzyme through the transition state theory, in which equilibrium between the ground (ES) and a stable activated (ES<sup>&#x02021;</sup>) enzyme-substrate complex is assumed:
<disp-formula id="E2"><label>(2)</label><mml:math id="M2"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mi>E</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mi>S</mml:mi><mml:mi>&#x021CC;</mml:mi><mml:mi>E</mml:mi><mml:mi>S</mml:mi><mml:mi>&#x021CC;</mml:mi><mml:msup><mml:mrow><mml:mi>E</mml:mi><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x02021;</mml:mi></mml:mrow></mml:msup><mml:mo>&#x021C0;</mml:mo><mml:mi>E</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mi>P</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
In this scenario, the temperature dependence of the catalytic rate can be related to the free energy of activation (&#x00394;G<sup>&#x02021;</sup>) between the ground and activated that has to be overcome during an enzymatic reaction using the Eyring equation (Eyring, <xref ref-type="bibr" rid="B86">1935</xref>):
<disp-formula id="E3"><label>(3)</label><mml:math id="M3"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mtext>cat</mml:mtext></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mtext>B</mml:mtext></mml:mrow></mml:msub><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow></mml:mfrac><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mo>-</mml:mo><mml:mo>&#x025B3;</mml:mo><mml:mi>G</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x02021;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mi>R</mml:mi><mml:mi>T</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mtext>B</mml:mtext></mml:mrow></mml:msub><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow></mml:mfrac><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mo>&#x025B3;</mml:mo><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x02021;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:mfrac><mml:mo>-</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mo>&#x025B3;</mml:mo><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x02021;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mi>R</mml:mi><mml:mi>T</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
Where <italic>k</italic><sub>B</sub> is the Boltzmann constant, <italic>h</italic> is the Planck constant and &#x00394;<italic>H</italic><sup>&#x02021;</sup> and &#x00394;<italic>S</italic><sup>&#x02021;</sup> are the enthalpic and entropic contributions to the free energy of activation, respectively.</p>
<p>The comparative analysis of the kinetic parameters of a large number of psychrophilic enzymes has shown that their <italic>k</italic><sub>cat</sub> at low temperatures is similar to those observed for mesophilic enzymes at warm temperatures (D&#x00027;Amico et al., <xref ref-type="bibr" rid="B56">2002a</xref>; Siddiqui and Cavicchioli, <xref ref-type="bibr" rid="B247">2006</xref>). In that scenario, either &#x00394;<italic>H</italic><sup>&#x02021;</sup> must decrease or &#x00394;<italic>S</italic><sup>&#x02021;</sup> must increase, as it is clear from Equation (3) (Lonhienne et al., <xref ref-type="bibr" rid="B172">2000</xref>).</p>
<p>The contribution of &#x00394;<italic>H</italic><sup>&#x02021;</sup> can be understood in terms of the interactions that are broken while transitioning from the ground enzyme-substrate complex to the transition state of the reaction (Figure <xref ref-type="fig" rid="F6">6</xref>). Thus, a decrease of the enthalpic contribution translates into a reduction of the number of interactions that must be broken during this process (Siddiqui and Cavicchioli, <xref ref-type="bibr" rid="B247">2006</xref>). This enthalpy decrease for psychrophilic enzymes is consistent with the decrease of the activation energy of the reactions catalyzed by these enzymes, as &#x00394;<italic>H</italic><sup>&#x02021;</sup> &#x0003D; <italic>E</italic><sub>a</sub> &#x02212; <italic>RT</italic> (Lonhienne et al., <xref ref-type="bibr" rid="B172">2000</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p><bold>Free energy changes between psychrophilic and mesophilic enzymes along the enzyme reaction coordinate from substrates (S) to products (P), according to the transition state theory</bold>. The energy of the enzyme-substrate complex for the psychrophilic enzyme (ES<sub>P</sub>) is higher than for the mesophilic homolog (ES<sub>M</sub>), due to changes on the free energy of activation caused by decreasing the number of interactions broken to reach the transition state (enthalpic contribution) and increasing the protein flexibility (entropic compensation). These free energy changes lead to an increase in <italic>k</italic><sub>cat</sub> and a concomitant increase in <italic>K</italic><sub>m</sub>. <sup>&#x02021;</sup>, transition state.</p></caption>
<graphic xlink:href="fmicb-07-01408-g0006.tif"/>
</fig>
<p>Compensation of the change of enthalpic contributions for the formation of the transition state is achieved by an antagonist change in &#x00394;<italic>S</italic><sup>&#x02021;</sup>, which explains why <italic>k</italic><sub>cat</sub> does not increase exponentially upon changing &#x00394;<italic>H</italic><sup>&#x02021;</sup> as a product of the cold adaptation of psychrophilic enzymes (Lonhienne et al., <xref ref-type="bibr" rid="B172">2000</xref>). This compesation is such that the activation entropy difference between a mesophilic and a psychrophilic enzyme is always negative and the absolute value of their entropy difference, <italic>T</italic>&#x00394;(&#x00394;<italic>S</italic><sup>&#x02021;</sup>), is always large (Lonhienne et al., <xref ref-type="bibr" rid="B172">2000</xref>). This entropic compensation can be conceptualized in the context of the protein structure as an increase in flexibility of regions of the protein covering the enzyme&#x00027;s active site or other extensive changes in flexibility throughout the protein (Gerday et al., <xref ref-type="bibr" rid="B107">1997</xref>). Extensive evidence from enzyme kinetics has shown that this is true for all cold-adapted enzymes studied so far (Siddiqui and Cavicchioli, <xref ref-type="bibr" rid="B247">2006</xref>). Moreover, as a result of these changes in entropy and enthalpy, a small reduction of the free energy of activation and an increase of the conformational distribution of the ground state of the enzyme-substrate complex occurs (Figure <xref ref-type="fig" rid="F6">6</xref>). This trade-off between activity and stability is what leads to a small reduction of the free energy of activation in cold-adapted enzymes.</p>
<p>The enthalpic-entropic changes experienced by psychrophilic enzymes and represented in Figure <xref ref-type="fig" rid="F6">6</xref> have two different consequences. First, increasing the flexibility of an enzyme through changes in plasticity of the active site leads to increased substrate promiscuity (Nobeli et al., <xref ref-type="bibr" rid="B203">2009</xref>) because substrates with small variations in size and conformation can now fit into the more accesible binding site (Struvay and Feller, <xref ref-type="bibr" rid="B252">2012</xref>; Feller, <xref ref-type="bibr" rid="B91">2013</xref>) as it has been demonstrated for cold-adapted <italic>Sporosarcina psychrophila</italic> acylaminoacyl peptidase (Brunialti et al., <xref ref-type="bibr" rid="B34">2011</xref>), <italic>Shewanella gelidimarina</italic> nitrate reductase, <italic>Psychromonas ingrahamii</italic> serine hydroxymethyltransferase (Angelaccio et al., <xref ref-type="bibr" rid="B12">2012</xref>) and <italic>Psychrobacter</italic> sp. aminotransferase (Bujacz et al., <xref ref-type="bibr" rid="B36">2015</xref>). This broader substrate utilization can be advantageous for protein engineering strategies focused in enhancing the specificity toward chemical reactions of biotechnological interest (Zhang et al., <xref ref-type="bibr" rid="B303">2016</xref>). Second, these free energy changes, particularly the enthalpic changes, cause a decrease in substrate binding affinity. In this context, cold-active enzymes increase their <italic>k</italic><sub>cat</sub> at the expense of an increase in <italic>K</italic><sub>m</sub> (Feller and Gerday, <xref ref-type="bibr" rid="B93">2003</xref>). In fact, stepwise single and multiple mutations engineered on a psychrophilic &#x003B1;-amylase to reconstruct the amino acid substitutions found in a mesophilic homolog exhibit a striking correlation of <italic>k</italic><sub>cat</sub> and <italic>K</italic><sub>m</sub>, such that both decrease concomitanly upon increasing the number of mesophilic residues in the cold-adapted enzyme (Cipolla et al., <xref ref-type="bibr" rid="B47">2011</xref>). Nevertheless, some enzymes from psychrophilic organisms that operate under subsaturating substrate concentrations within the cytoplasm exhibit a decrease in this kinetic parameter as an evolutionary strategy for cold adaptation (Bentahir et al., <xref ref-type="bibr" rid="B26">2000</xref>; Hoyoux et al., <xref ref-type="bibr" rid="B125">2001</xref>; Lonhienne et al., <xref ref-type="bibr" rid="B173">2001</xref>).</p>
<p>In summary, cold-adapted enzymes generally exhibit an increase of their catalytic rate (<italic>k</italic><sub>cat</sub>) allowed by a decrease in enthalpy due to a reduced number of protein-ligand interactions and an increase in entropy due to changes in their stability and flexibility, which can also lead to advantageous properties such as substrate promiscuity. In the following section we rationalize how these changes in stability and flexibility are embodied in the primary, secondary, tertiary (and sometimes quaternary) structure of these enzymes.</p>
</sec>
<sec><title>Sequence and structure changes enabling high enzymatic activities at low temperatures</title>
<p>Thermophilic enzymes are known for having a higher thermostability than mesophilic enzymes and for being poor biocatalysts at room temperature (Gerday et al., <xref ref-type="bibr" rid="B108">2000</xref>). Such thermostability, which is required to withstand heat denaturation at high temperatures, leads to increased conformational rigidity at temperatures where mesophilic enzymes usually catalyze their reactions (Z&#x000E1;vodszky et al., <xref ref-type="bibr" rid="B302">1998</xref>). Interestingly, the conformational fluctuations are similar when comparing mesophilic and thermophilic enzymes at their respective optimal activity temperatures in which both <italic>K</italic><sub>m</sub> and <italic>k</italic><sub>cat</sub> are also optimal, the so-called &#x0201C;corresponding state&#x0201D; hypothesis (Z&#x000E1;vodszky et al., <xref ref-type="bibr" rid="B302">1998</xref>). This evidence led to conclude that evolutionary adaptations, in the form of sequence and structure changes, allow a balance between protein stability and conformational flexibility that are responsible of proper function in the environmental niche&#x00027;s temperature of the source organism. In consistency with this idea, it has been argued that the plasticity or flexibility of cold-adapted enzymes is what enables their high specific activity at low temperatures and with a low energy cost (Gerday et al., <xref ref-type="bibr" rid="B108">2000</xref>). It is now broadly accepted that the trade-off between thermostability and activity, and in particular the balance between stability and flexibility, is what evolves in enzymes in order to suit different environmental niches: for enzyme catalysis to be efficient at low temperatures protein flexibility must be increased, otherwise the reduced thermal fluctuations will diminish the conformational mobility and consequently compromise catalytic efficiency (Arnold et al., <xref ref-type="bibr" rid="B15">2001</xref>). Moreover, it has been suggested that the encounter of cold-active enzymes with optimal activities at temperatures higher than their physiological conditions is evidence of an incomplete evolutionary adaptation to low temperatures (Georlette et al., <xref ref-type="bibr" rid="B105">2004</xref>).</p>
<p>Some of the first and most detailed evidences of this apparent increase in conformational flexibility came from the study of A4 lactate dehydrogenases (A4-LDH) from nine Antarctic and three South American notothenioid teleosts, which inhabited niches with temperatures ranging from &#x02212;1.8 to 10&#x000B0;C (Fields and Somero, <xref ref-type="bibr" rid="B100">1998</xref>). Enzyme activity assays revealed that the catalytic rate of A4-LDH from teleosts inhabiting the coldest environments were higher at 0&#x000B0;C than their homologs, with <italic>k</italic><sub>cat</sub> decreasing linearly as a function of average body temperature. More importantly, deduction of their amino acid sequences from RT-PCR and DNA sequencing showed that most of the minimal residue substitutions between A4-LDH that led to these catalytic differences were not distributed randomly, but located in two regions in the vicinity of the active site (helix &#x003B1;H and an extended loop connecting an helix with catalytic residues) whose conformational changes are rate-limiting steps for catalysis (Figure <xref ref-type="fig" rid="F7">7</xref>). Their results suggested that the observed substitutions increased the flexibility of these regions, leading to more rapid conformational changes and thus increasing <italic>k</italic><sub>cat</sub> (Fields and Somero, <xref ref-type="bibr" rid="B100">1998</xref>).</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p><bold>Localized mutations are responsible for the temperature adaptations of lactate dehydrogenases in notothenioid fishes. (A)</bold> Three-dimensional structure of the tetramer of lactate dehydrogenase from the Antarctic fish <italic>C. gunnari</italic>, showing the position of the mutations responsible for the changes between orthologs of these enzymes in thermal stability (measured as residual activity upon incubation at 50&#x000B0;C) and catalytic activity at low temperatures. The localization of these mutations compared to the consensus sequence are indicated as blue, magenta and red spheres for proteins with low, mild and high thermal stability, respectively. Most of them are located in structural elements (labeled in <bold>A</bold>) surrounding the active site. <bold>(B)</bold> The effect of mutations in the different positions indicated in A lead to changes in the catalytic rate of these enzymes in the cold, due to increased flexibility of regions neighboring the active-site, such that enzymes from notothenioids with lower body temperatures exhibit higher catalytic activities, as represented by the lineal regression shown in red (<italic>y</italic> &#x0003D; &#x02212;4.6 &#x000D7; [s] &#x0002B; 231 [s<sup>&#x02212;1</sup>]). Modified from Fields and Somero (<xref ref-type="bibr" rid="B100">1998</xref>).</p></caption>
<graphic xlink:href="fmicb-07-01408-g0007.tif"/>
</fig>
<p>Similar suggestions of the increased flexibility of cold-adapted enzymes were made based on gene cloning, protein purification and sequence analysis, combined with homology modeling of several enzymes generated using already crystallized mesophilic and thermophilic enzymes as templates (Russell, <xref ref-type="bibr" rid="B236">2000</xref>). Such analysis led to the identification of interesting amino acid substitutions consistently found to occur in several cold-adapted enzymes when compared to their mesophilic and thermophilic homologs, such as the reduction of the number of surface salt bridges due to replacement of basic residues by glutamine or asparagine, changes in the distribution of surface charges, a reduced hydrophobicity of the protein core due to substitutions of bulky aromatic residues by more flexible nonpolar residues, a decrease in the number of hydrogen bonds in the protein structure, an increase in length of loop regions, among others (Davail et al., <xref ref-type="bibr" rid="B60">1994</xref>; Feller et al., <xref ref-type="bibr" rid="B95">1994</xref>; Smal&#x000E5;s et al., <xref ref-type="bibr" rid="B250">1994</xref>; Feller and Gerday, <xref ref-type="bibr" rid="B92">1997</xref>; Russell, <xref ref-type="bibr" rid="B236">2000</xref>). However, confirmation of these changes through the resolution of crystal structures of cold-adapted enzymes was lacking, mostly due to the difficulty of crystallizing these proteins (Russell, <xref ref-type="bibr" rid="B236">2000</xref>).</p>
<p>The first crystal structures of cold-adapted enzymes were obtained for elastase (Berglund et al., <xref ref-type="bibr" rid="B27">1995</xref>) and trypsin (Smal&#x000E5;s et al., <xref ref-type="bibr" rid="B250">1994</xref>) of Atlantic salmon, whereas the first solved crystal structures of bacterial psychrophilic enzymes corresponded to &#x003B1;-amylase (Aghajari et al., <xref ref-type="bibr" rid="B3">1998</xref>), triose phosphate isomerase (Alvarez et al., <xref ref-type="bibr" rid="B10">1998</xref>), and citrate synthase (Russell et al., <xref ref-type="bibr" rid="B237">1998</xref>). Currently there are more than 50 different cold-adapted enzymes deposited in the Protein Data Bank (Berman et al., <xref ref-type="bibr" rid="B28">2000</xref>), most of them coming from psychrophilic bacteria. The accession codes of most of these solved structures (excluding repeated structures of the same enzymes with ligands or mutations) are provided in Table <xref ref-type="table" rid="T2">2</xref>, including a few remarkable examples of the use of metagenomic libraries to collect novel cold-adapted enzymes (Fu et al., <xref ref-type="bibr" rid="B102">2013</xref>). It is worth noting that most of these enzymes correspond to hydrolases (Table <xref ref-type="table" rid="T2">2</xref>), which comes as no surprise given that these are the most identified and studied cold-adapted enzymes for biotechnological and industrial applications, as we will see later on in this review.</p>
<p>Comparison of these deposited structures against mesophilic and thermophilic homologs confirmed that only minor structural modifications are needed to adapt warm-adapted enzymes to cold temperatures and that active-site residues involved in the reaction mechanisms are strictly conserved between homologous enzymes adapted to different temperatures (D&#x00027;Amico et al., <xref ref-type="bibr" rid="B56">2002a</xref>). Such comparisons allow determining the preferred amino acid exchanges and the localization of these changes within the protein structure, the variety of evolutionary strategies toward cold adaptation and also enable the reconstruction of the evolutionary steps that mediate temperature adaptations in the laboratory via rational design (Tsigos et al., <xref ref-type="bibr" rid="B264">2001</xref>; Mavromatis et al., <xref ref-type="bibr" rid="B185">2003</xref>).</p>
<p>In terms of changes in protein sequence, a systematic comparative analysis of multiple sequence and structure alignments containing 21 psychrophilic enzymes belonging to different structural families and 427 homologous mesophilic and thermophilic allowed to create a distance matrix of residue substitutions often found to allow adaptation to low temperatures: charged residues Arg and Glu tend to be replaced at exposed sites on &#x003B1;-helices by Lys and Ala, respectively; Val is replaced by Ala at buried regions in &#x003B1;-helices; and the content of Ala and Asn increases whereas Arg decreases in exposed sites (Gianese et al., <xref ref-type="bibr" rid="B110">2001</xref>). Very similar results were recently obtained using archaeal genome analysis combined with high-throughput homology modeling (Saunders et al., <xref ref-type="bibr" rid="B240">2003</xref>) and also using proteome-wide approaches on six completely sequenced species of psychrophilic and mesophilic bacteria (Metpally and Reddy, <xref ref-type="bibr" rid="B188">2009</xref>). However, the location of these and other substitutions and the number of substitutions vary on a great extent depending on the enzyme under examination, meaning that each protein family adopts different structural strategies to adapt to low temperatures (Gianese et al., <xref ref-type="bibr" rid="B111">2002</xref>).</p>
<p>For example, in the case of <italic>M. marina</italic> triose phosphate isomerase, a single substitution of an alanine located within a loop that contacts the phosphate moiety of its substrate by a serine that is conserved in mesophilic enzymes is sufficient to increase the thermal stability and decrease the catalytic activity at low temperatures (Alvarez et al., <xref ref-type="bibr" rid="B10">1998</xref>). The same is applicable in some cases for tuning mesophilic enzymes in order to sustain catalytic activities in the cold, as exemplified by the rationally designed single-point mutation I137M of <italic>Bacillus subtilis</italic> LipJ (Goomber et al., <xref ref-type="bibr" rid="B116">2016b</xref>). Most frequently, evolutionary changes are related to multiple changes that lead to a more accessible and/or a more flexible active site due to substitution of bulky residues, insertions and deletions (Russell et al., <xref ref-type="bibr" rid="B237">1998</xref>; Kim et al., <xref ref-type="bibr" rid="B144">1999</xref>; Schr&#x000F8;der Leiros et al., <xref ref-type="bibr" rid="B242">2000</xref>; Toyota et al., <xref ref-type="bibr" rid="B262">2002</xref>; Aghajari et al., <xref ref-type="bibr" rid="B4">2003</xref>; Van Petegem et al., <xref ref-type="bibr" rid="B270">2003</xref>; Tsuruta et al., <xref ref-type="bibr" rid="B265">2005</xref>, <xref ref-type="bibr" rid="B267">2008</xref>; Leiros et al., <xref ref-type="bibr" rid="B162">2007</xref>; Riise et al., <xref ref-type="bibr" rid="B230">2007</xref>; Jung et al., <xref ref-type="bibr" rid="B135">2008</xref>; Merlino et al., <xref ref-type="bibr" rid="B187">2010</xref>; Jaremko et al., <xref ref-type="bibr" rid="B131">2011</xref>; Malecki et al., <xref ref-type="bibr" rid="B178">2013</xref>; Zheng et al., <xref ref-type="bibr" rid="B312">2016</xref>), which in some cases are accompanied by the introduction of discrete amino acid substitutions in the active site that thermodynamically favor protein-ligand interactions at low temperatures, thus decreasing <italic>K</italic><sub>m</sub> (Lonhienne et al., <xref ref-type="bibr" rid="B173">2001</xref>). Finally, the most extensive changes involve large portions throughout the protein structure and are related to optimization of the surface electrostatic potential to allow better interactions with the solvent and changes in ion-pair interactions (Bell et al., <xref ref-type="bibr" rid="B25">2002</xref>; de Backer et al., <xref ref-type="bibr" rid="B62">2002</xref>; Leiros et al., <xref ref-type="bibr" rid="B163">2003</xref>; Bae and Phillips, <xref ref-type="bibr" rid="B19">2004</xref>; Kumar and Nussinov, <xref ref-type="bibr" rid="B156">2004</xref>; Arn&#x000F3;rsd&#x000F3;ttir et al., <xref ref-type="bibr" rid="B16">2005</xref>; Helland et al., <xref ref-type="bibr" rid="B122">2006</xref>; De Vos et al., <xref ref-type="bibr" rid="B70">2007</xref>; Fed&#x000F8;y et al., <xref ref-type="bibr" rid="B88">2007</xref>; Wang et al., <xref ref-type="bibr" rid="B274">2007</xref>; Michaux et al., <xref ref-type="bibr" rid="B190">2008</xref>; Pedersen et al., <xref ref-type="bibr" rid="B219">2009</xref>; Alterio et al., <xref ref-type="bibr" rid="B8">2010</xref>; Arimori et al., <xref ref-type="bibr" rid="B13">2013</xref>; Bujacz et al., <xref ref-type="bibr" rid="B36">2015</xref>), reduction of the number of hydrogen bonds (Matsuura et al., <xref ref-type="bibr" rid="B184">2002</xref>; Bae and Phillips, <xref ref-type="bibr" rid="B19">2004</xref>; Altermark et al., <xref ref-type="bibr" rid="B9">2008</xref>; Michaux et al., <xref ref-type="bibr" rid="B190">2008</xref>; De Santi et al., <xref ref-type="bibr" rid="B68">2016</xref>), changes in loop extension, amino acid content, and flexibility (Bauvois et al., <xref ref-type="bibr" rid="B24">2008</xref>; Helland et al., <xref ref-type="bibr" rid="B123">2009</xref>; Zhang et al., <xref ref-type="bibr" rid="B305">2011</xref>; Fu et al., <xref ref-type="bibr" rid="B102">2013</xref>; Miao et al., <xref ref-type="bibr" rid="B189">2016</xref>; Zheng et al., <xref ref-type="bibr" rid="B312">2016</xref>), introduction or loss of disulfide bonds to modulate local stability (Violot et al., <xref ref-type="bibr" rid="B273">2005</xref>; Helland et al., <xref ref-type="bibr" rid="B122">2006</xref>; Wang et al., <xref ref-type="bibr" rid="B274">2007</xref>), differential flexibility of domains in multidomain enzymes (Watanabe et al., <xref ref-type="bibr" rid="B281">2005</xref>; Bauvois et al., <xref ref-type="bibr" rid="B24">2008</xref>; Angelaccio et al., <xref ref-type="bibr" rid="B11">2014</xref>), and enhanced protein solvation due to increased exposure of hydrophobic residues to the solvent (Aghajari et al., <xref ref-type="bibr" rid="B3">1998</xref>; Russell et al., <xref ref-type="bibr" rid="B237">1998</xref>; Maes et al., <xref ref-type="bibr" rid="B176">1999</xref>; Bell et al., <xref ref-type="bibr" rid="B25">2002</xref>; Van Petegem et al., <xref ref-type="bibr" rid="B270">2003</xref>; Zhao Y. et al., <xref ref-type="bibr" rid="B309">2012</xref>; Zheng et al., <xref ref-type="bibr" rid="B312">2016</xref>). A summary of the most usual modifications responsible for cold-adaptation are shown in Figure <xref ref-type="fig" rid="F8">8</xref>. It is worth noting that not all of these mechanisms are required to explain the cold-adaptation of a given enzyme (De Maayer et al., <xref ref-type="bibr" rid="B63">2014</xref>), although several proteins exhibit more than one of these mechanisms occurring in parallel (Coquelle et al., <xref ref-type="bibr" rid="B51">2007</xref>), which suggest that comparative analysis within protein families might be better suited to solve the sequence-structure factors that explain the evolutionary adaptations of an enzyme of interest. Although it is rare to find proteins showing other mechanisms of cold adaptation, more extensive changes in protein topology (Tsuruta et al., <xref ref-type="bibr" rid="B265">2005</xref>) or modifications of the oligomerization state that allows to increase the flexibility of solvent-exposed hydrophobic regions while simultaneously stabilizing the native fold of the enzyme (Skalova et al., <xref ref-type="bibr" rid="B249">2005</xref>; Zanphorlin et al., <xref ref-type="bibr" rid="B301">2016</xref>) have been also observed. However, these should be considered as evolutionary alternatives rather than as general mechanisms for enhanced flexibility in cold environments.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p><bold>Representative scheme of the most typical modifications in cold-adapted enzymes</bold>. Psychrophilic and mesophilic alkaline phosphatases are compared to represent changes in the number of insertions and loop extensions, whereas psychrophilic and mesophilic &#x003B1;-amylases are used for visualizing changes in amino acid sequence related to the modification of several properties, listed below each type of amino acid changes. Modified from Helland et al. (<xref ref-type="bibr" rid="B123">2009</xref>) and Cipolla et al. (<xref ref-type="bibr" rid="B47">2011</xref>).</p></caption>
<graphic xlink:href="fmicb-07-01408-g0008.tif"/>
</fig>
</sec>
<sec><title>Experimental and computational approaches to study the global and localized conformational flexibility of cold adapted enzymes</title>
<p>While solving the structures of these enzymes helped to deepen our understanding of the molecular mechanisms behind adaptation to cold temperatures, they only provide a static view of the position of these sequence changes within the three-dimensional space, thus lacking of an exploration of protein dynamics, with the only exception of those structures solved by NMR (Jaremko et al., <xref ref-type="bibr" rid="B131">2011</xref>). Therefore, the combination of this structural information with experiments that assess the conformational flexibility of cold-adapted enzymes and the direct use of these structures as inputs for molecular dynamics is crucial to provide a solid framework for further experimental and computational protein engineering approaches.</p>
<p>Among the experiments performed to demonstrate the increased flexibility of cold-adapted enzymes, dynamic quenching of tryptophan fluorescence by increasing concentrations of acrylamide (Eftink and Ghiron, <xref ref-type="bibr" rid="B79">1975</xref>) is commonly used. Acrylamide ascertains the accessibility of tryptophan residues within a protein as a decrease in fluorescence by means of physical contact (Eftink and Ghiron, <xref ref-type="bibr" rid="B78">1976</xref>), thus reflecting the ability of the quencher to penetrate the protein structure and providing information of its permeability (D&#x00027;Amico et al., <xref ref-type="bibr" rid="B59">2003b</xref>). Typically, the fluorescence quenching constants (as reported by the Stern-Volmer constant) of psychrophilic enzymes are higher than for mesophilic proteins at both low and warm temperatures, thus indicating a more permeable structure (Huston et al., <xref ref-type="bibr" rid="B128">2008</xref>; Tang et al., <xref ref-type="bibr" rid="B256">2012</xref>), and the variation of fluorescence quenching (i.e., the change in the Stern-Volmer constant) within a temperature range where the native state prevails decreases in the order psychrophilic &#x0003E; mesophilic &#x0003E; thermophilic (D&#x00027;Amico et al., <xref ref-type="bibr" rid="B58">2003a</xref>; Georlette et al., <xref ref-type="bibr" rid="B106">2003</xref>, <xref ref-type="bibr" rid="B105">2004</xref>; Cipolla et al., <xref ref-type="bibr" rid="B48">2012</xref>), thus indicating that cold-adapted enzymes possess higher flexibility. These experiments can also be combined with mutational analysis to explore the interplay between sequence variation, protein flexibility, and catalytic activity (Cipolla et al., <xref ref-type="bibr" rid="B47">2011</xref>; Sigtryggsd&#x000F3;ttir et al., <xref ref-type="bibr" rid="B248">2014</xref>; Truongvan et al., <xref ref-type="bibr" rid="B263">2016</xref>).</p>
<p>Further identification of the spots responsible for increased flexibility within a psychrophilic protein requires assessment of local regions of the protein. A successful approach for such task consists of the use of chimeric enzymes, in which a gene encoding for a given psychrophilic protein is divided into several regions that are then replaced by similar regions from a mesophilic homolog (Yoneta et al., <xref ref-type="bibr" rid="B298">2004</xref>; Watanabe et al., <xref ref-type="bibr" rid="B281">2005</xref>). This strategy allows not only to confirm that in some cases the entire protein does not necessarily need to be flexible to achieve high catalytic activity in at low temperatures, but also to identify which protein regions are responsible for the increased flexibility (Yoneta et al., <xref ref-type="bibr" rid="B298">2004</xref>), which can be further combined with mutational analysis to identify the key residues responsible for cold-adaptation (Hayashi et al., <xref ref-type="bibr" rid="B121">2014</xref>). These experiments allowed the identification of the C-terminal region of the cold-adapted isocitrate dehydronease from <italic>Colwellia maris</italic> as responsible for its psychrophilic characteristics (Yoneta et al., <xref ref-type="bibr" rid="B298">2004</xref>). Another powerful strategy corresponds to amide hydrogen/deuterium exchange mass spectrometry (Balasubramaniam and Komives, <xref ref-type="bibr" rid="B23">2013</xref>), in which the exchange between backbone amide protons and the deuterium from the surrounding solvent is used as a mass probe for the solvent accessibility of a protein, whereas quenching and pepsin digestion of the protein followed by mass spectrometry analysis of the resulting peptides allows to localize the sites of exchange within the protein. In these experiments, highly flexible regions become fully deuterated in a few minutes, whereas well-packed regions such as the hydrophobic core exhibit a low extent of exchange. The advantages of this strategy is that it can be applied to proteins of any size (Balasubramaniam and Komives, <xref ref-type="bibr" rid="B23">2013</xref>), under varying temperature (Ram&#x000ED;rez-Sarmiento et al., <xref ref-type="bibr" rid="B227">2013</xref>), and solvent conditions (Medina et al., <xref ref-type="bibr" rid="B186">2016</xref>) and in the absence and presence of ligands (Chalmers et al., <xref ref-type="bibr" rid="B43">2011</xref>). Comparative analysis of deuterium incorporations of local regions of a psychrophilic and a thermophilic alcohol dehydrogenase led to strengthen the notion that only those functional regions related to substrate binding exhibit greater flexibility in the cold-active enzyme than in the warm-adapted homolog, suggesting that local flexibility can be uncoupled from thermal stability (Liang et al., <xref ref-type="bibr" rid="B169">2004</xref>).</p>
<p>The use of solved or homology modeled psychrophilic protein structures in molecular dynamics allows the assessment of dynamical features relevant for cold adaptation with atomistic resolution. Constant temperature simulations of psychrophilic enzymes at several temperatures within the range 10&#x02013;45&#x000B0;C enabled the identification of loops near active sites that exhibit higher flexibility in comparison with their mesophilic homologs, as in the case of Uracil-DNA glycosylases (Olufsen et al., <xref ref-type="bibr" rid="B208">2005</xref>), elastases (Papaleo et al., <xref ref-type="bibr" rid="B211">2006</xref>), and &#x003B2;-glucosidases (Zanphorlin et al., <xref ref-type="bibr" rid="B301">2016</xref>), and the optimization of ion-pair networks near the active sites of elastases (Papaleo et al., <xref ref-type="bibr" rid="B210">2007</xref>) and serine proteases (Tiberti and Papaleo, <xref ref-type="bibr" rid="B260">2011</xref>). In some cases, these simulations show good correlation between the optimal temperature of catalytic activity and the increased flexibility of functional regions of the protein (Aurilia et al., <xref ref-type="bibr" rid="B17">2009</xref>) and also highlight other loops distant from the active site that exhibit preservation of similar flexibilities between psychro-, meso-, and thermophilic enzymes at their optimal temperature for catalysis (Kovacic et al., <xref ref-type="bibr" rid="B153">2016</xref>). Other quasi-harmonic entropy approximations have been used for comparative analysis of simulations of psychrophilic enzymes in their free and substrate-bound forms, allowing the identification of key determinants of structural flexibility at the residue-level (Kosugi and Hayashi, <xref ref-type="bibr" rid="B151">2011</xref>). More recently, complex molecular simulation strategies have allowed bridging the reduction of the activation energies of enzymatic reactions with the increased flexibility of cold-adapted enzymes. Hybrid quantum-mechanics/molecular-mechanics simulations on a psychrophilic &#x003B1;-amylase from <italic>Pseudoalteromonas haloplanctis</italic> revealed that formation of the transition state of the enzymatic reaction is accompanied by a rearrangement of a loop neighboring the active site, such that it interacts with the substrate via water-mediated and direct interactions, and is crucial for the reduction of the free energy barrier of the hydrolysis reaction (Kosugi and Hayashi, <xref ref-type="bibr" rid="B152">2012</xref>). Moreover, energetic estimations of peptide hydrolysis by psychrophilic trypsins calculated using free energy perturbation simulations in which the flexibility of the protein surface is systematically reduced through position restraints of different strengths, showed that this protein rigidity is sufficient to increase the activation energy as in mesophilic enzymes, thus strongly suggesting that softness of the protein-water surface is what tunes the temperature adaptation of catalytic rates (Isaksen et al., <xref ref-type="bibr" rid="B130">2016</xref>).</p>
<p>The molecular mechanisms of cold-adaptation and the hotspots of conformational flexibility captured through the application of these experimental and computational approaches are not only compelling evolutionary and theoretical challenges to pursue, but also provide paramount information to integrate in protein engineering and design endeavors. As we will see below, a vast number of rational design and directed evolution approaches used to improve catalysis at low temperatures are proposed based on localized conformational flexibility spots revealed by these types of analysis.</p>
</sec>
</sec>
<sec id="s6"><title>Protein engineering of cold-active enzymes</title>
<p>Protein engineering has emerged as a strategy to optimize a specific property of an enzyme <italic>in vitro</italic>, such as their thermal stability, substrate specificity and activity at extreme temperatures. This is performed through the introduction of mutations into a protein sequence in order to allow &#x0201C;evolution&#x0201D; toward a target feature. Rational design and directed evolution are the two most general approaches to attempt protein engineering. Rational design is based on site-specific mutagenesis, therefore the structure, function, and catalytic mechanisms of the protein must be known (Arnold, <xref ref-type="bibr" rid="B14">2001</xref>; Tang and Zhao, <xref ref-type="bibr" rid="B257">2009</xref>; Bornscheuer et al., <xref ref-type="bibr" rid="B32">2012</xref>; Reetz, <xref ref-type="bibr" rid="B228">2013</xref>). When no detailed structural information of the enzyme is available, the typically applied strategies are error-prone PCR (epPCR) (Leung et al., <xref ref-type="bibr" rid="B165">1989</xref>) and DNA shuffling (Stemmer, <xref ref-type="bibr" rid="B251">1994</xref>). An actual trend of directed evolution is the creation of &#x0201C;smarter,&#x0201D; high-quality libraries, with a reduced library size and fast in reaching beneficial mutations (Kazlauskas and Lutz, <xref ref-type="bibr" rid="B140">2009</xref>; Bornscheuer et al., <xref ref-type="bibr" rid="B32">2012</xref>; Kille et al., <xref ref-type="bibr" rid="B142">2013</xref>; Parra et al., <xref ref-type="bibr" rid="B213">2013</xref>; Wijma et al., <xref ref-type="bibr" rid="B287">2013</xref>).</p>
<p>As we have largely stressed in this review, the temperature adaptability of the catalytic properties exhibited by enzymes obtained from organisms adapted to extreme environments, makes them interesting biocatalysts for biotechnological and commercial applications. However, further improvements to the activity, substrate specificity, or stability of cold-adapted enzymes are often needed to better suit specific industrial applications. In this regard, the elucidation of the molecular mechanisms and the trade-off between thermostability and activity underpinning the cold-adaptation of enzymes have been crucial for the application of protein engineering strategies that either enhance some of the properties of cold-adapted enzymes or modify meso- and thermophilic enzymes to be able to catalyze reactions at low temperatures. Here, we discuss some examples of successful applications of several protein-engineering approaches for achieving these goals.</p>
<p>Rational design has been used to improve the thermal stability and activity of cold-adapted citrate synthases by introduction of residue substitutions and loop insertions that reduce the accessibility of the active site in hyperthermophilic homologs, leading to an enzyme with increased thermal stability and lower optimal temperatures of activity (Gerike et al., <xref ref-type="bibr" rid="B109">2001</xref>). Other rational designs focused on increasing the flexibility due to the introduction of more flexible residues, such as the single-point mutation I137M in the mesophilic <italic>Bacillus subtilis</italic> lipase LipJ, which led to a 17&#x000B0;C downshift of the optimal temperature of activity and to cold adaptation (Goomber et al., <xref ref-type="bibr" rid="B116">2016b</xref>). A triple mutant of a psychrophilic alkaline phosphatase in which the bulky aromatic residues on the substrate binding sites were replaced by more flexible amino acids, led to an enzyme with increased stability that retains the psychrophilic character of the wild-type enzyme (Tsigos et al., <xref ref-type="bibr" rid="B264">2001</xref>). Other attempts of increasing the rigidity of the active site of these enzymes through engineering of disulfide bonds have led to more stable proteins but accompanied by a large reduction of their catalytic rates (&#x000C1;sgeirsson et al., <xref ref-type="bibr" rid="B18">2007</xref>). Site-directed mutagenesis of cold-adapted endo-1,5-&#x003B1;-L-arabinanase has also allowed to shift the optimum pH of activity toward acidic conditions for their use in pectin extraction and juice clarification (Wang S. et al., <xref ref-type="bibr" rid="B279">2014</xref>). Finally, computational analysis of residue packing and atomic displacement parameters in structures of cold-active lipases allowed identification of highly flexible regions within a protein, whose residues were experimentally manipulated via rational design and site saturation mutagenesis to obtain variants with seven-fold increased thermal stability without loss of their cold-adapted properties (Cesarini et al., <xref ref-type="bibr" rid="B42">2012</xref>).</p>
<p>Site saturation mutagenesis has been used to identify substitutions that affect enzyme activity and are not easily predicted by rational approaches. Site saturation mutagenesis on a cold-active &#x003B2;-galactosidase, which was unexpectedly inactivated by a rationally designed mutation, led to the identification of a double mutation within the active site that increased the catalytic activity in 2.5-fold and showed faster hydrolysis of skim milk&#x00027;s lactose at low temperature than the wild-type enzyme (Coker and Brenchley, <xref ref-type="bibr" rid="B49">2006</xref>). The same strategy of saturation was exhaustively applied onto all the 88 loop residues of a mesophilic lipase from <italic>Bacillus subtilis</italic>, finding 5 substitutions within loops around the enzyme&#x00027;s active site that increased their conformational flexibility and, when combined into a 5-residue mutant, led to a lipase with a seven-fold catalytic activity enhancement at 10&#x000B0;C and increased catalytic activity within the range 5&#x02013;60&#x000B0;C when compared to the wild-type enzyme (Kumar et al., <xref ref-type="bibr" rid="B157">2014</xref>).</p>
<p>The most successful strategy for engineering novel cold-adapted enzymes and optimizing the properties of enzymes extracted from organisms inhabiting cold environments has been the use of directed evolution. Results from this strategy usually illustrate that cold adaptation of enzymes can be achieved through multiple routes. One of the first examples corresponds to random chemically-induced mutagenesis and low-temperature activity screening assays on mesophilic alkaline serine protease subtilisin, which led to obtain two different triple mutants, whose substitutions were located in different regions of the protein, with each one leading to improved catalytic activity at 10&#x000B0;C due to either a decrease in <italic>K</italic><sub>m</sub> (Taguchi et al., <xref ref-type="bibr" rid="B253">1998</xref>) or an increase in <italic>k</italic><sub>cat</sub> (Taguchi et al., <xref ref-type="bibr" rid="B254">1999</xref>). A similar strategy based on error-prone PCR was applied on psychrophilic lipases from <italic>C. antarctica</italic> (Zhang et al., <xref ref-type="bibr" rid="B304">2003</xref>) and <italic>Pseudomonas fragi</italic> (Gatti-Lafranconi et al., <xref ref-type="bibr" rid="B104">2008</xref>), leading to enzyme with increased half-life times against thermal inactivation, and on a metagenomically isolated mesophilic <italic>Bacillus</italic> lipase, generating a single mutation that conferred optimal activity at 10&#x000B0;C due to increased localized flexibility and reduced thermal stability (Goomber et al., <xref ref-type="bibr" rid="B115">2016a</xref>). Combination of directed evolution with subsequent rounds of rationally designed site-directed mutagenesis, led to 6 substitutions within structured and unstructured regions near the active site of a thermophilic subtilase, which were not related to the substitutions found in naturally occurring cold-adapted homologs but enhanced casein hydrolysis at low temperatures, due to a downshift both in the thermal stability and the optimal catalytic temperature (Zhong et al., <xref ref-type="bibr" rid="B313">2009</xref>). The same strategy was applied onto a xylanase from <italic>Paenibacillus campinasensis</italic> to improve its resistance to high alkaline and temperature conditions for their potential use in pulp and paper industry (Zheng et al., <xref ref-type="bibr" rid="B310">2014</xref>).</p>
<p>A more coarse approximation consists of DNA shuffling for either generating chimeric enzymes of psychrophilic and warm-adapted homologs or allowing combinatorial extension of variants generated by mutagenesis. Transferring a highly flexible 12-residue region of a psychrophilic subtilisin into a mesophilic homolog from <italic>Bacillus lentus</italic> generated a chimeric enzyme with cold adaptation characteristics (Tindbaek et al., <xref ref-type="bibr" rid="B261">2004</xref>). Also, the combination of directed evolution with DNA shuffling on a glycine oxidase from <italic>Bacillus licheniformis</italic> led to engineering a cold-adapted enzyme with increased catalytic activity against the herbicide glyphosate, which can be potentially used to confer resistance on genetically modified crops (Zhang et al., <xref ref-type="bibr" rid="B303">2016</xref>).</p>
<p>It is worth noting that, although most of the attempts for unleashing the full biotechnological potential of cold-adapted enzymes as biocatalysts rely on protein engineering strategies, the application of chemical modification strategies, such as protein immobilization, have been also successful in improving the stability of cold-adapted enzymes for industrial processes and also to enable the removal and recovery of these enzymes for continuous use. One of these few examples corresponds to the immobilization of a cold-adapted pullulanase &#x0201C;extremozyme&#x0201D; from <italic>Exiguobacterium</italic> sp. on epoxy-functionalized silica particles, which significantly improved the thermal stability after hour-long incubations at 60 and 70&#x000B0;C in comparison to the fast inactivation of the free enzyme after 5 min incubation at the same temperatures, thus constituting a potential candidate for starch hydrolysis at low temperatures (Rajaei et al., <xref ref-type="bibr" rid="B226">2015</xref>).</p>
</sec>
<sec id="s7"><title>Potential biotechnological applications of the reviewed enzymes</title>
<p>The use of cold-adapted enzymes in chemical processes not only allows energy saving, but also performing chemical reactions at low temperatures in order to avoid chemical side-reactions that can occur at higher temperatures (Siddiqui, <xref ref-type="bibr" rid="B246">2015</xref>). Moreover, the rapid inactivation of cold-active enzymes at moderate temperature because of their heat-lability is a good option for food industry, fine-chemical synthesis, and molecular biology applications (Cavicchioli et al., <xref ref-type="bibr" rid="B39">2011</xref>). The biotechnological potential of cold adapted enzymes is very broad and have been extensively reviewed (Gerday et al., <xref ref-type="bibr" rid="B108">2000</xref>; Cavicchioli et al., <xref ref-type="bibr" rid="B40">2002</xref>, <xref ref-type="bibr" rid="B39">2011</xref>; Gomes and Steiner, <xref ref-type="bibr" rid="B113">2004</xref>; Marx et al., <xref ref-type="bibr" rid="B182">2004</xref>, <xref ref-type="bibr" rid="B183">2007</xref>; Margesin et al., <xref ref-type="bibr" rid="B181">2007</xref>; Huston, <xref ref-type="bibr" rid="B127">2008</xref>; Margesin and Feller, <xref ref-type="bibr" rid="B180">2010</xref>; Nevalainen et al., <xref ref-type="bibr" rid="B201">2012</xref>; Feller, <xref ref-type="bibr" rid="B91">2013</xref>; Elleuche et al., <xref ref-type="bibr" rid="B82">2014</xref>; Sarmiento et al., <xref ref-type="bibr" rid="B239">2015</xref>; Siddiqui, <xref ref-type="bibr" rid="B246">2015</xref>). Specific examples of biocatalysis using cold-active enzymes isolated from bacteria (Morita et al., <xref ref-type="bibr" rid="B197">1997</xref>; Russell, <xref ref-type="bibr" rid="B235">1998</xref>), yeast (Buzzini et al., <xref ref-type="bibr" rid="B38">2012</xref>; Alca&#x000ED;no et al., <xref ref-type="bibr" rid="B6">2015</xref>), and fungi (Nevalainen et al., <xref ref-type="bibr" rid="B201">2012</xref>) have also been documented, as well as specific reviews of the biotechnological potential of pectinases for food industry (Adapa et al., <xref ref-type="bibr" rid="B2">2014</xref>), lipases (Joseph et al., <xref ref-type="bibr" rid="B134">2008</xref>; L&#x000F3;pez-L&#x000F3;pez et al., <xref ref-type="bibr" rid="B175">2014</xref>; Maiangwa et al., <xref ref-type="bibr" rid="B177">2015</xref>), and xylanases (Collins et al., <xref ref-type="bibr" rid="B50">2005</xref>; Dornez et al., <xref ref-type="bibr" rid="B75">2011</xref>). Here, we summarize the biotechnological potential of some of the enzymes from Table <xref ref-type="table" rid="T1">1</xref>.</p>
<sec><title>Testing cold-active enzymes under additives or industrial-like conditions</title>
<p>Enzymes used in chemical processes need to be active in the presence of other additives required for these reactions. Organic solvents are widely used, either pure or mixed with aqueous solvents. In general, to obtain some information about cold-active enzymes after purification, residual enzymatic activity was studied in the presence of different additives, such as metal ions, EDTA, DTT, &#x003B2;-mercaptoethanol, and protease inhibitors. In addition, enzyme stability upon addition of organic solvents and salt was also studied for some cold-active enzymes. The effect of different additives was assessed for 76% of the cold-active enzymes examined in Table <xref ref-type="table" rid="T1">1</xref>.</p>
<p>In reaction mixtures, organic solvents are used to increase the solubility of hydrophobic substrates, as in biodiesel production through transesterification reactions using lipases and esterases. However, enzyme activity is reduced in organic solvents because water molecules are lost (Doukyu and Ogino, <xref ref-type="bibr" rid="B76">2010</xref>). At low temperatures, cold-active enzymes are able to grasp more tightly to available water molecules because they have a low inherent surface hydrophobicity (Karan et al., <xref ref-type="bibr" rid="B138">2012</xref>). For this reason, cold-active enzymes preserve their catalytic activity in organic solvents because they are able to maintain a tight hydration shell. One example of a cold-active esterase that is active under high concentrations of different solvents and additives is the esterase LipA from <italic>Sorangium cellulosum</italic> (Cheng et al., <xref ref-type="bibr" rid="B46">2011</xref>). The enzyme retained high level of activity in the presence of 0.1-1% of the commercially available detergents (Tween 20, Tween 80, Triton X-100). Also, the activity was tested after incubation with 16 different solvents. Diethylether, chloroform, benzene, toluene, <italic>p</italic>-xylene, cyclohexane, <italic>n</italic>-hexane, <italic>n</italic>-heptane, and isooctane increase LipA activity and the others have minor negatives effects, conserving always more than 50% activity. Another study of a cold-active enzyme stable in organic solvent was reported for lipase AT2 from <italic>S. epidermidis</italic> (Kamarudin et al., <xref ref-type="bibr" rid="B136">2014</xref>). This cold-active enzyme was found stable in both hydrophilic and hydrophobic organic solvents. The enzyme displayed stability not only in methanol, ethanol and acetone but the lipolytic activity was also enhanced in the presence of DMSO and diethyl ether. In addition, the enzyme was catalytically active in toluene and n-hexane mixture, which is the preferred solvent in most of the transesterification reactions. One last example of lipases/esterases active in non-aqueous solvent systems is the lipase ReLipA from <italic>R. endophyticus</italic> (Yan et al., <xref ref-type="bibr" rid="B294">2016</xref>) which exhibited excellent ability to catalyze the synthesis of methyl oleate, ethyl oleate, and butyl oleate in isooctane solvent system with a maximum yield of 82.2%. In addition, the enzyme is stable in different organic solvents.</p>
<p>Since an important number of cold-active enzymes are isolated from marine environments, some of them are also halophiles. One example is a salt-tolerant esterase, Est12 from <italic>Psychrobacter celer</italic>, which catalyze reactions and degrade organic matters under high salt concentrations (Wu et al., <xref ref-type="bibr" rid="B289">2013a</xref>,<xref ref-type="bibr" rid="B290">b</xref>). Est12 was isolated from deep-sea sediments and showed enhanced activity and stability in 4.5 M NaCl, with <italic>Km</italic> decreasing from 0.069 to 0.033 mM <italic>p</italic>-NB and <italic>kcat</italic> doubled to around 9.21 s<sup>&#x02212;1</sup> compared to the enzyme without salt. Moreover 0.5 and 1% (v/v) non-ionic detergents (Tween 20, Tween 80, Triton 100 and CHAPS) significantly enhanced the activity, in some cases up to 200%. After incubation with 5-30% (v/v) ethanediol, methanol, DMSO as well as 5-20% isopropanol and ethanol for 1 h, Est12 retained more than half of its activity.</p>
<p>More in depth, based on the remarkable activity of Pul-SH3 in the presence of SDS, two commercial detergents, Rika (7.5% v/v) and Fadisheh (2.5% w/v), were used to assess the potential application of the enzyme for washing purposes. The results showed that the enzyme was highly active in the presence of these detergents by 80.4 and 93.7%, respectively. In addition, the stability of the enzyme against the commercial detergents was interestingly high, so that the remaining activity after a 10-day holding at room temperature with Rika (7.5% v/v) and Fadisheh (2.5% w/v) was about 54.5 and 85%, respectively (Rajaei et al., <xref ref-type="bibr" rid="B226">2015</xref>).</p>
<p>From the cold-active enzymes reviewed in Table <xref ref-type="table" rid="T1">1</xref>, most of them claim potential uses in industrial processes. However, only a few went a step further and made at least a small trial in a real application, commonly for the food industry. These examples include three &#x003B2;-galactosidases for the hydrolysis of lactose in milk, one methylesterase for fruit firming, one polygalacturonase for juice industry, and a glycogen branching enzyme with biotechnological potential in bread production.</p>
<p>The first example was previously mentioned in this review and reported by Dong and coworkers (Dong et al., <xref ref-type="bibr" rid="B74">2014</xref>) and corresponds to a cold-active but thermostable &#x003B2;-galactosidase. The enzyme was expressed as both a soluble protein and in the form of inclusion bodies. The active inclusion bodies of &#x003B2;-galactosidase were easily isolated by nonionic detergent treatment and directly used for lactose conversion in a repetitive batch mode. The enzyme lost &#x0007E;5% (90&#x000B0;C) or 1% (10&#x000B0;C) activity after each reaction cycle. More than 54% (90&#x000B0;C) or 88% (10&#x000B0;C) of the original enzyme activity was retained after 10 conversion cycles under optimum conditions. These results suggest that the recombinant thermostable &#x003B2;-galactosidase may be suitable for the hydrolysis of lactose in milk processing, with the advantages of being active at low temperatures and cost-convenient. The second example is the attractive activity of <italic>Lactococcus lactis</italic> &#x003B2;-galactosidase at low temperatures, for which its efficiency as biocatalyst to bioconvert lactose within milk during storage was explored. For this purpose, they performed lactose hydrolysis in milk at 4 and 10&#x000B0;C. Using the free enzyme or immobilized cells, bioconversion rates of nearly 98% were achieved after 7 and 6 h of incubation, respectively. The immobilized cells were recycled and used several times, followed by enzyme activity measurements. Using immobilized <italic>E. coli</italic> NovaBlue cells expressing the &#x003B2;-galactosidase, more of the 96% of the initial activity was retained after 10 cycles of use at 4&#x000B0;C (Vincent et al., <xref ref-type="bibr" rid="B272">2013</xref>). One last example of a &#x003B2;-galactosidase with potential applications in milk and dairy product industry is the enzyme from <italic>Antarctic Arthrobacter</italic> sp. 32cB, which has the capacity to hydrolyzed 90% of the lactose in 1 mL of milk at 10&#x000B0;C in 24 h (Pawlak-Szukalska et al., <xref ref-type="bibr" rid="B218">2014</xref>).</p>
<p>Another example of enzymes with potential applications in food industry is an acidic and cold-active pectin methylesterase PE8F46 that was identified from <italic>P. chrysogenum</italic> and successfully expressed in <italic>P. pastoris</italic> (Pan et al., <xref ref-type="bibr" rid="B209">2014</xref>). This enzyme was shown to significantly improve the firmness of pineapple dices in combination with calcium lactate, compared with a commercial pectinase complex. Thus, it represents an excellent candidate for food processing in the fruit and vegetable industry, considering the requirement of low-temperature to keep fruit quality.</p>
<p>An example concerning the juice industry is polygalacturonase, Endo-PG I, which was shown to reduce the viscosity of papaya juice by 17.6%, and increased its transmittance by 59.1% (Tu et al., <xref ref-type="bibr" rid="B268">2013</xref>). When combined with a commercial pectin methylesterase, it showed higher efficiency with a synergy degree of more than 1.25. Currently, the widely used polygalacturonase has a pH optimum of 3.5, which is lower than the papaya juice pH (5.7). Endo-PG I have a slightly acid pH optimum (6.0), is cold active and stable in a large range of temperatures, properties required for potential applications in the juice industry.</p>
<p>The last example of application in food industry is a glycogen branching enzyme (RmGBE) from the thermophilic fungus <italic>Rhizomucor miehei</italic> that showed interesting cold-adapted characteristics (Wu et al., <xref ref-type="bibr" rid="B292">2014</xref>). Addition of RmGBE to wheat bread resulted in a 26% increase in specific volume and a 38% decrease in crumb firmness in comparison with the control. Besides, the retrogradation, determined by measuring the crumb firmness and chewiness of bread, was significantly retarded along with the enzyme reaction. These properties make RmGBE highly useful in the food and starch industries.</p>
<p>Two nice examples of cold-active enzymes with potential uses in biomedicine were also reported for a &#x003B1;-galactosidase and a nitroreductase. The possibility to generate a universal blood type from B-type blood for application in transfusion therapy has been studied using enzymes. Some &#x003B1;-galactosidases are capable of removing the antigenic component from surface carbohydrates of group B red blood cells. One example is the cold-active &#x003B1;-galactosidase from <italic>Pseudoalteromonas</italic> sp. strain KMM 701 that showed to convert B red blood cells into blood type O cells at neutral pH (Balabanova et al., <xref ref-type="bibr" rid="B22">2010</xref>). The activity of the enzyme was first observed when it was purified from its natural host producer. In view of its application, this cold-active enzyme was then overproduced in a heterologous host (Bakunina et al., <xref ref-type="bibr" rid="B21">2014</xref>). An example of a potential cold-active enzyme for prodrug therapy was described using a cold-active nitroreductase, Ssap-NtrB (&#x000C7;elik and Yetis, <xref ref-type="bibr" rid="B41">2012</xref>). Despite Ssap-NtrB derived from a mesophilic bacterium, it showed optimal activity at 20&#x000B0;C against cancer prodrugs. Authors comment that the cold-activity of this novel enzyme will be useful for therapies in combination with crymotherapy, exposing the target tissue to low temperatures in order to trigger the enzyme activity to activate the drug only where is required. Moreover, the enzyme could also be used for bioremediation of compounds of explosive and volatile nature in regions where high activity at low temperatures is needed.</p>
</sec>
</sec>
<sec id="s8"><title>Conclusions and perspectives</title>
<p>In this article, we have reviewed cold-active enzymes discovered between 2010 and June 2016 from culture-dependent bioprospecting and also some few enzymes discovered by genome mining of psychrophilic microorganisms, aspects that have not been reviewed elsewhere. Interestingly, these cold-active enzymes were isolated not only from microorganisms living in cold environments, but also from mesophilic and even thermophilic microbes. By far, hydrolases were the most frequent class of enzymes isolated, probably because of the vast potential applications that this type of cold-active enzymes might have, due to their significant activities in diverse reactions and their potential catalysis of novel hydrolytic transformations (L&#x000F3;pez-Iglesias and Gotor-Fern&#x000E1;ndez, <xref ref-type="bibr" rid="B174">2015</xref>). Lipases and esterases covered together 42% of the hydrolases from Table <xref ref-type="table" rid="T1">1</xref>, which is consistent with the worldwide use of lipases due to their features, as they are easy to handle, active in non-aqueous medium and are able to catalyze chemo-, regio-, and enantio-selective transformations (Kumar et al., <xref ref-type="bibr" rid="B155">2016</xref>). The second largest class was oxidoreductases, but only with four representatives compared to the 84 hydrolases. A similar trend was observed for the representation of different types of cold-adapted enzymes for which their structures have been solved, as shown in Table <xref ref-type="table" rid="T2">2</xref>. Therefore, there is a big opportunity for the isolation of novel cold-active enzymes from members of other classes, which have been less explored. The majority of the enzymes were isolated from microorganisms living in diverse places of the Polar Regions and oceans, and most of these microorganisms were bacteria. For enzyme production, the most used host was <italic>E. coli</italic> (85%) followed by <italic>P. pastori</italic> (10%). Concerning expression vectors, the common pET vectors were the choice. Is surprising that despite the existence of special designed hosts and expression vectors for the recombinant production of cold-active enzymes, still classic <italic>E. coli</italic>/pET systems are preferable. We argue that more studies comparing different expression systems for cold-active enzymes are needed, in order to give more evidences of the advantages of using other hosts and expression plasmids. Indeed, we have also addressed the progress made in the overexpression and purification of cold-adapted enzymes, giving examples of enzymes that were only obtained soluble when using special expression systems and fusion partners.</p>
<p>We have also covered the evolutionary and molecular origins of the temperature adaptations exhibited by these enzymes, as well as diverse computational and experimental techniques to ascertain these adaptations. The value of understanding the molecular mechanism of these adaptations comes from their potential use in protein engineering strategies, some of which we also covered in this review. While the most used technique for protein engineering corresponds to directed evolution and the most straightforward example of the use of these insights were rational design strategies, the identification of rigid and flexible regions within proteins allows establishment of potential hotspots for the modification of the structural properties of these localized regions by site saturation mutagenesis.</p>
<p>Given the extensive literature on the applications of cold-active enzymes in biocatalysis, we only cover specific examples of potential applications given for enzymes reviewed in Table <xref ref-type="table" rid="T1">1</xref>. However, only a few of the characterized enzymes were studied for a real industrial application and most of them in the food industry. It will be interesting to see more original articles covering other examples of a concrete use of these remarkable enzymes in the future, which are known to be very relevant for various industrial processes and whose applications will be potentially widespread in the following years.</p>
</sec>
<sec id="s9"><title>Author contributions</title>
<p>All authors listed, have made substantial, direct and intellectual contribution to the work, and approved it for publication.</p>
</sec>
<sec id="s10"><title>Funding</title>
<p>Pontificia Universidad Cat&#x000F3;lica de Chile.</p>
<sec><title>Conflict of interest statement</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>
</body>
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