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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.2023.1121857</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Characterization of a novel cold-adapted intracellular serine protease from the extremophile <italic>Planococcus halocryophilus</italic> Or1</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Rasmussen</surname> <given-names>Casper B&#x00F8;jer</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2168257/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Scavenius</surname> <given-names>Carsten</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Th&#x00F8;gersen</surname> <given-names>Ida B.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Harwood</surname> <given-names>Seandean Lykke</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Larsen</surname> <given-names>&#x00D8;ivind</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bjerga</surname> <given-names>Gro Elin Kjaereng</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2203589/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Stougaard</surname> <given-names>Peter</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Enghild</surname> <given-names>Jan J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Th&#x00F8;gersen</surname> <given-names>Mariane Schmidt</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2133641/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Molecular Biology and Genetics, Aarhus University</institution>, <addr-line>Aarhus</addr-line>, <country>Denmark</country></aff>
<aff id="aff2"><sup>2</sup><institution>Danish Technological Institute</institution>, <addr-line>Aarhus</addr-line>, <country>Denmark</country></aff>
<aff id="aff3"><sup>3</sup><institution>NORCE Climate and Environment, NORCE Norwegian Research Centre AS</institution>, <addr-line>Bergen</addr-line>, <country>Norway</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Environmental Science, Aarhus University</institution>, <addr-line>Roskilde</addr-line>, <country>Denmark</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Abhishek Walia, Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishvavidyalaya, India</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yuichi Koga, Okayama University of Science, Japan; Elizaveta Bonch-Osmolovskyaya, Winogradsky Institute of Microbiology (RAS), Russia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Mariane Schmidt Th&#x00F8;gersen, <email>mst@envs.au.dk</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Microbiotechnology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1121857</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Rasmussen, Scavenius, Th&#x00F8;gersen, Harwood, Larsen, Bjerga, Stougaard, Enghild and Th&#x00F8;gersen.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Rasmussen, Scavenius, Th&#x00F8;gersen, Harwood, Larsen, Bjerga, Stougaard, Enghild and Th&#x00F8;gersen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>The enzymes of microorganisms that live in cold environments must be able to function at ambient temperatures. Cold-adapted enzymes generally have less ordered structures that convey a higher catalytic rate, but at the cost of lower thermodynamic stability. In this study, we characterized P355, a novel intracellular subtilisin protease (ISP) derived from the genome of <italic>Planococcus halocryophilus</italic> Or1, which is a bacterium metabolically active down to &#x2212;25&#x00B0;C. P355&#x2032;s stability and activity at varying pH values, temperatures, and salt concentrations, as well as its temperature-dependent kinetics, were determined and compared to an uncharacterized thermophilic ISP (T0099) from <italic>Parageobacillus thermoglucosidasius</italic>, a previously characterized ISP (T0034) from <italic>Planococcus</italic> sp. AW02J18, and Subtilisin Carlsberg (SC). The results showed that P355 was the most heat-labile of these enzymes, closely followed by T0034. P355 and T0034 exhibited catalytic constants (<italic>k</italic><sub><italic>cat</italic></sub>) that were much higher than those of T0099 and SC. Thus, both P355 and T0034 demonstrate the characteristics of the stability-activity trade-off that has been widely observed in cold-adapted proteases.</p>
</abstract>
<kwd-group>
<kwd>characterization</kwd>
<kwd>cold adaptation</kwd>
<kwd>protein chemistry</kwd>
<kwd>intracellular subtilisin protease</kwd>
<kwd>maturation</kwd>
<kwd>calcium</kwd>
<kwd>Planococcus</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="69"/>
<page-count count="15"/>
<word-count count="11887"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Microorganisms that thrive at sub-zero temperatures are called psychrophilic or cold-adapted organisms and have been isolated from the high Arctic and Antarctic permafrost (<xref ref-type="bibr" rid="B66">Wilhelm et al., 2012</xref>; <xref ref-type="bibr" rid="B28">Goordial and Whyte, 2014</xref>; <xref ref-type="bibr" rid="B29">Goordial et al., 2017</xref>; <xref ref-type="bibr" rid="B5">Bhatia et al., 2021</xref>). One example is <italic>Planococcus halocryophilus</italic> Or1, which grows at &#x2212;15&#x00B0;C and remains metabolically active at &#x2212;25&#x00B0;C in water containing 18% (3.08 M) NaCl (<xref ref-type="bibr" rid="B42">Mykytczuk et al., 2012</xref>, <xref ref-type="bibr" rid="B41">2013</xref>). These are the lowest temperatures reported for any microbial activity, although optimal temperature for its growth is 25&#x00B0;C and it remains viable at up to 37&#x00B0;C. Therefore, <italic>P. halocryophilus</italic> must be able to express enzymes that can carry out essential metabolic and cellular processes at these sub-zero temperatures. Generally, the enzymes of psychrophilic microorganisms, or cold-adapted enzymes, are thought to be adapted to lower temperatures by increasing their catalytic activity, i.e., the catalytic rate constant (<italic>k</italic><sub><italic>cat</italic></sub>), which usually also results in a higher Michaelis-Menten constant (<italic>K</italic><sub><italic>m</italic></sub>). This is in turn reflected in an increased structural flexibility at the cost of thermodynamic stability (<xref ref-type="bibr" rid="B54">Santiago et al., 2016</xref>; <xref ref-type="bibr" rid="B22">Furhan, 2020</xref>). This flexibility-stability trade-off is apparent in the enzyme structure of cold-adapted enzymes as (1) larger loop regions, (2) bulkier residues around the active site, (3) a less dense hydrophobic core, and (4) fewer stabilizing salt bridges, among others (<xref ref-type="bibr" rid="B54">Santiago et al., 2016</xref>).</p>
<p>Cold-adapted proteins such as proteases are interesting not only from a basic research point of view, but also in the context of applied enzymatic processes (<xref ref-type="bibr" rid="B15">Davail et al., 1994</xref>; <xref ref-type="bibr" rid="B37">Lylloff et al., 2016</xref>; <xref ref-type="bibr" rid="B50">Pereira et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Park et al., 2018</xref>). Cold-adapted enzymes have properties that are advantageous in industrial contexts by reducing energy consumption, chemical side-products, and bacterial contaminations. Furthermore, thermal inactivation, as an attractive procedure to denature the enzyme, is easier for cold-adapted enzymes due to their intrinsic thermal lability (<xref ref-type="bibr" rid="B10">Bruno et al., 2019</xref>). A number of subtilisins see industrial use, especially in detergents since they are active at alkaline pH (up to pH 12) (<xref ref-type="bibr" rid="B21">Fujinami and Fujisawa, 2010</xref>), where proteins become more soluble (<xref ref-type="bibr" rid="B68">Zhang et al., 2015</xref>) and show specificity toward aromatic and hydrophobic residues (<xref ref-type="bibr" rid="B30">Groen et al., 1992</xref>; <xref ref-type="bibr" rid="B22">Furhan, 2020</xref>). All currently available commercial subtilisins are isolated from bacteria within the genus <italic>Bacillus</italic>, ranging from the mesophilic Subtilisin Carlsberg (SC) (e.g., Alcalase&#x2122;) (<xref ref-type="bibr" rid="B36">Linderstr&#x00F8;m-Lang and Ottesen, 1947</xref>; <xref ref-type="bibr" rid="B18">Fasim et al., 2021</xref>) to a few cold-adapted subtilisins (<xref ref-type="bibr" rid="B55">Sarmiento et al., 2015</xref>). Cold-adapted proteases can be engineered from mesophilic proteases (<xref ref-type="bibr" rid="B67">Wintrode et al., 2000</xref>; <xref ref-type="bibr" rid="B60">Tindbaek et al., 2004</xref>), where thermal stability may be significantly affected by a single point mutation (<xref ref-type="bibr" rid="B43">Narinx et al., 1997</xref>). The demand for cold-adapted enzymes is anticipated to increase (<xref ref-type="bibr" rid="B22">Furhan, 2020</xref>); thus, there is a continued need to study naturally occurring cold-adapted enzymes both to understand the mechanisms of cold-adaption and to identify new useful enzymes.</p>
<p>Subtilisins are found both as extracellular subtilisin proteases (ESPs) and intracellular subtilisin proteases (ISPs). ESPs contain a signal peptide that directs their secretion from the cell, as well as a pro-peptide that inhibits activity in their zymogen state and functions as a chaperone during their folding (<xref ref-type="bibr" rid="B69">Zhu et al., 1989</xref>; <xref ref-type="bibr" rid="B46">Ohta et al., 1991</xref>). The pro-peptide is autoproteolytically removed to produce the active ESP (<xref ref-type="bibr" rid="B33">Ikemura et al., 1987</xref>; <xref ref-type="bibr" rid="B32">Ikemura and Inouye, 1988</xref>). ISPs do not contain signal peptides but are also synthesized as zymogens. They contain a short (16&#x2013;25 residues) N-terminal pro-peptide with a LIPY/F motif that is removed during activation in a calcium-dependent manner (<xref ref-type="bibr" rid="B24">Gamble et al., 2011</xref>). Calcium additionally stabilizes subtilisins, preventing their auto-proteolysis (<xref ref-type="bibr" rid="B8">Braxton and Wells, 1992</xref>) and thermal inactivation (<xref ref-type="bibr" rid="B63">Voordouw et al., 1976</xref>; <xref ref-type="bibr" rid="B61">Veltman et al., 1998</xref>). ISPs constitute most of the intracellular degradome in <italic>Bacillus subtilis</italic> (<xref ref-type="bibr" rid="B47">Orrego et al., 1973</xref>; <xref ref-type="bibr" rid="B11">Burnett et al., 1986</xref>) and share 40&#x2013;50% amino acid sequence identity with ESPs (<xref ref-type="bibr" rid="B62">V&#x00E9;vodov&#x00E1; et al., 2010</xref>). <xref ref-type="bibr" rid="B24">Gamble et al. (2011)</xref> proposed a maturation model of the ISP from <italic>Bacillus clausii</italic> where a small fraction of pro-ISP adopts an &#x201C;open&#x201D; conformation where the pro-peptide is transiently dislocated from the active site. They proposed that calcium may facilitate this conformation by binding at the S1 site, thus replacing water as the ligand to Glu20 with sodium, stabilizing the &#x201C;open&#x201D; conformation, which can then process zymogenic ISP to active ISP in an intermolecular manner.</p>
<p>This study aimed to characterize new cold-active proteases to learn more about cold-adaptation in enzymes to harness their potential for industrial applications. The novel ISP gene encoding P355 was mined from the genome of the cold-active permafrost bacterium <italic>P. halocryophilus</italic> Or1 (<xref ref-type="bibr" rid="B42">Mykytczuk et al., 2012</xref>, <xref ref-type="bibr" rid="B41">2013</xref>) and was expressed in <italic>Escherichia coli</italic> as a C-terminally His-tagged enzyme. We performed a thorough characterization of P355 and compared this with another uncharacterized, putatively thermophilic ISP (T0099), as well as two previously characterized serine proteases: the putative mesophilic ISP (T0034) from <italic>Planococcus</italic> sp. AW02J18 (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>) and the mesophilic ESP Subtilisin Carlsberg, as an industrial reference protease.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Materials</title>
<p>All chemicals were purchased from Merck KGaA (Darmstadt, Germany) with purity &#x003E;98% unless otherwise noted. A commercial formulation of the ESP Subtilisin Carlsberg (SC) from <italic>Bacillus licheniformis</italic>, type VIII, (Merck, cat. no. P5380) was included in activity assays.</p>
</sec>
<sec id="S2.SS2">
<title>Identification of an intracellular subtilisin protease</title>
<p>The DNA sequence encoding a subtilisin-like intracellular protease was identified by sequence-based mining of the cryophilic permafrost bacterium <italic>P. halocryophilus</italic> Or1 (GenBank acc. no. ANBV00000000) (<xref ref-type="bibr" rid="B42">Mykytczuk et al., 2012</xref>). Isolation and sequencing of genomic DNA followed by assembly of the genome were carried out in a different study (<xref ref-type="bibr" rid="B41">Mykytczuk et al., 2013</xref>). Annotation was carried out using the Rapid Annotation Technology (RAST) (<xref ref-type="bibr" rid="B4">Aziz et al., 2008</xref>; <xref ref-type="bibr" rid="B9">Brettin et al., 2015</xref>) and potential subtilisin-coding ORFs were identified in Geneious (ver. 2020.0.4). Subtilisin candidates were analyzed for subtilisin domains and leader sequences using InterProScan (<xref ref-type="bibr" rid="B34">Jones et al., 2014</xref>) and SignalP 6.0 (<xref ref-type="bibr" rid="B45">Nielsen et al., 1997</xref>; <xref ref-type="bibr" rid="B59">Teufel et al., 2022</xref>), respectively. Three potential subtilisin genes were identified, but only one was active in pre-liminary protease assays, and became the target for this study: The codon-optimized DNA sequence of the identified active candidate, ISP P355, has been deposited in GenBank with accession no. <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="OP748402">OP748402</ext-link>. For comparative studies, we used the previously reported ISP from <italic>Planococcus</italic> sp. AW02J18 (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>) (T0034, Genbank accession no. <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MG786190">MG786190</ext-link>) and an uncharacterized ISP from <italic>Parageobacillus thermoglucosidasius</italic> (T0099; Genbank accession no. <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="WP_003251350">WP_003251350</ext-link>), which is known to be a thermophilic Gram-positive bacterium (<xref ref-type="bibr" rid="B1">Aliyu et al., 2016</xref>). Similarities of protein sequences were analyzed in Geneious Prime (v. 2022.2.2). Distances were calculated by pairwise alignment using Clustal Omega 1.2.2.</p>
</sec>
<sec id="S2.SS3">
<title>Sub-cloning of the ISP gene to expression vectors</title>
<p>For recombinant cloning and enzyme expression, we used a previously developed screening procedure for subtilisin-like proteases (<xref ref-type="bibr" rid="B7">Bjerga et al., 2016</xref>). The P355 and T0099 ISP protein sequences were used as templates for gene synthesis (GenScript), and the gene was codon optimized for expression in <italic>E. coli</italic>. The <italic>isp</italic> gene was synthesized with flanking <italic>Sap</italic>I restriction sites and produced in a <italic>Sap</italic>I-free pUC57 vector (kanamycin resistant). The <italic>isp</italic> gene was sub-cloned from the delivery vector to the p12 FX-cloning vector (ampicillin resistant) used in <xref ref-type="bibr" rid="B7">Bjerga et al. (2016)</xref> to allow a fusion of a C-terminal hexahistidine tag for downstream purification. T0034 was prepared in the exact same manner, as outlined in <xref ref-type="bibr" rid="B6">Bjerga et al. (2018)</xref>. The constructs were transformed into chemically competent <italic>E. coli</italic> MC1061 for expression.</p>
</sec>
<sec id="S2.SS4">
<title>Expression and protein purification</title>
<p>Intracellular subtilisin proteases with C-terminal His-tags were expressed from <italic>E. coli</italic>. Cells were cultured on lysogeny broth (LB) agar plates containing 100 &#x03BC;g/mL ampicillin overnight at 37&#x00B0;C. A single colony was inoculated in 10 mL LB with 100 &#x03BC;g/mL ampicillin and incubated overnight at 37&#x00B0;C, 200 rpm. Five mL overnight culture was transferred to 100 mL LB with 100 &#x03BC;g/mL ampicillin and incubated for approx. 5 h at 37&#x00B0;C with 200 rpm until an OD<sub>600</sub> of 0.5&#x2013;0.7 before 1 mL sterile 10% L-arabinose was added for induction. The incubation temperature was then adjusted to 20&#x00B0;C, and cultures were incubated overnight at 200 rpm. Cells were harvested by centrifuged at 1000 &#x00D7; <italic>g</italic> for 10 min and resuspended in 40 mL buffer A1 (500 mM NaCl, 30 mM imidazole, 20 mM sodium phosphate, pH 7.4). Cells were lysed by sonication (Qsonica) using a 12 mm probe in ice water using a cycle of 1-s sonication and 1-s pause for 6 min in total at 13% amplitude. The lysate was centrifuged at 22,000 &#x00D7; <italic>g</italic> at 4&#x00B0;C to remove cell debris. The following steps were performed at room temperature (RT), but the protein was kept on ice whenever possible. A 5 mL HisTrap high performance (HP) column (GE Healthcare) was equilibrated in buffer A1 using an &#x00C4;KTA purifier system (GE Healthcare) before lysate was loaded. The column was then washed with 5 column volumes of buffer A1 followed by 5 column volumes of 10% B1 where 100% B1 is 500 mM imidazole, 20 mM sodium phosphate, pH 7.4. Finally, the protein was eluted using 100% B1. Additional impurities were removed by applying eluate from the HisTrap HP column to a 5 mL HiTrap Q high performance (GE Healthcare) pre-equilibrated in buffer A2 (10 mM Tris, pH 8). The column was washed with 5 column volumes of buffer A2 before a linear gradient from 0 to 1 M NaCl was applied. A flow of 5 mL/min was used throughout the FPLC-steps and collected into 1 mL fractions. Purity (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>) was assessed by SDS-PAGE (see Section &#x201C;SDS-PAGE&#x201D;), and fractions were tested for protease activity (see Section &#x201C;Protease activity assays&#x201D;). The yield was typically 5&#x2013;20 mg protein pr. L medium. SC was dissolved in MQ (2 or 3.74 &#x03BC;g/&#x03BC;L) with no further purification. Protein concentrations were determined by absorbance at 280 nm (path length = 1 cm) and using the extension coefficients calculated by ProtParam (<xref ref-type="bibr" rid="B25">Gasteiger et al., 2005</xref>) and stored at &#x2212;20&#x00B0;C.</p>
</sec>
<sec id="S2.SS5">
<title>SDS-PAGE</title>
<p>Proteins for SDS-PAGE were denatured by heating to 95&#x00B0;C for 5 min in sample buffer (1% SDS, 5&#x2013;15 mM DTT, bromphenol blue) and separated using the glycine/2-amino-2-methyl-1,3-propanediol/HCl (ammediol) system in 5&#x2013;15 or 10&#x2013;15% acrylamide gradient gels (<xref ref-type="bibr" rid="B12">Bury, 1981</xref>) casted in-house (10 &#x00D7; 10 &#x00D7; 0.15 cm). The gels were stained with Coomassie Brilliant Blue.</p>
</sec>
<sec id="S2.SS6">
<title>Protease maturation</title>
<p>Proteases P355, T0034, T0099, and SC (1.9, 2, 2, and 2.5 &#x03BC;M, respectively) were incubated in maturation buffer (25 mM CaCl<sub>2</sub>, 0.1% (w/w) Triton X-100 (1.7 mM), 100 mM NaCl, and 100 mM glycine, pH 9.5). The proteases were incubated for 10, 30, 60, 90, 120, and 180 min at RT before SDS-PAGE and activity measurement. For SDS-PAGE, 20 &#x03BC;L of each protease solution, each containing approximately 1 &#x03BC;g of the enzyme, was mixed with 12 &#x03BC;L sample buffer (see Section &#x201C;SDS-PAGE&#x201D;) and denatured at 95&#x00B0;C for 5 min. Additionally, 10 &#x03BC;L was tested for activity where the final protease concentration of P355, T0034, T0099, and SC were 1.63, 1.75, 2.06, and 0.94 nM, respectively (see Section &#x201C;Protease activity assay&#x201D;).</p>
</sec>
<sec id="S2.SS7">
<title>N-terminal sequencing</title>
<p>Samples destined for Edman degradation were separated by SDS-PAGE as described above, except that the samples were denatured at 80&#x00B0;C for 5 min. The unstained gel was equilibrated in blotting buffer (20% ethanol (v/v) and 0.1 M CAPS pH 11) and electrotransferred to polyvinylidene difluoride (PVDF) membranes (<xref ref-type="bibr" rid="B38">Matsudaira, 1987</xref>). The PVDF membranes were stained with Coomassie Brilliant Blue in 50% (v/v) methanol and destained with 50% (v/v) methanol. Protein bands were excised with a clean scalpel and applied to trifluoroacetic acid-treated glass fiber membranes. SC was not electroblotted. Instead, Edman degradation was done directly on a SC stock (2 &#x03BC;g/&#x03BC;L in MQ). The automated Edman degradation was performed in a PPSQ-31B protein sequencer (Shimadzu Biotech) with in-line phenylthiohydantoin analysis using an LC-20AT HPLC system and recorded by the Shimadzu PPSQ-31B software. The sequence was determined through manual inspection of the UV 269 nm chromatograms.</p>
</sec>
<sec id="S2.SS8">
<title>Protease activity assays</title>
<sec id="S2.SS8.SSS1">
<title>Preparation for activity assays and reaction conditions</title>
<p>Matured protease stocks were prepared by incubating for 2 h at RT in maturation buffer (25 mM CaCl<sub>2</sub>, 0.1% (w/w) Triton X-100, 100 mM NaCl, and 100 mM glycine, pH 9.5) as described in &#x201C;Protease maturation&#x201D; to mature the proteases before activity assays except for the &#x201C;Calcium titration&#x201D; experiment. Matured proteases were kept on ice before experiments. Protease activity was measured in a FLOUstar Omega plate reader (Thermo-Fischer<italic>&#x2122;</italic>) in half-area plates (Corning<sup>&#x00AE;</sup>) at 410 nm and at RT using 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF) as substrate. A 100 mM AAPF stock was made in 100% dimethylsulfoxide (DMSO). The final reaction volume was 100 &#x03BC;L containing 0.2% DMSO and 0.2 mM AAPF.</p>
<p>All protease activity assays contained reaction buffer (25 mM CaCl<sub>2</sub>, 100 mM glycine, pH 9.5, 0.1% (w/w) Triton X-100, and 100 mM NaCl) unless otherwise stated and carried out at RT. The final protease concentration was approximately 1&#x2013;4 nM in every activity assay described below unless otherwise stated. This amount of protease produced linear curves with <italic>r</italic><sup>2</sup> &#x2265; 0.99 based on linear regression of the initial reaction (0&#x2013;4 min). Every incubation was carried out at RT unless otherwise stated and activity measurement was done in at least technical triplicates.</p>
</sec>
<sec id="S2.SS8.SSS2">
<title>Calcium titration</title>
<p>Matured protease incubated in reaction buffer containing 0&#x2013;62.5 mM CaCl<sub>2</sub> for 30 min before AAPF was added. pH was adjusted to pH 9.5 except for T0099, which was incubated at pH 7.5.</p>
</sec>
<sec id="S2.SS8.SSS3">
<title>Inhibition</title>
<p>Inhibition of activity was assessed by testing the effect of EDTA and Pefabloc<sup>&#x00AE;</sup> on protease activity. For the EDTA assay, 2 &#x03BC;L protease was added to the reaction buffer with no added CaCl<sub>2</sub> (protease solution contributed with 63 &#x03BC;M CaCl<sub>2</sub> from the maturation step) and 0&#x2013;1 mM EDTA and incubated for 60 min. For the Pefabloc<sup>&#x00AE;</sup> assay, 5 &#x03BC;L matured protease was added to the reaction buffer with calcium in 0&#x2013;5 mM Pefabloc<sup>&#x00AE;</sup>. Tris at pH 7.5 was used in the reaction buffer to reduce the auto-hydrolysis of Pefabloc<sup>&#x00AE;</sup>. The protease was incubated with Pefabloc for 2.5 h RT.</p>
</sec>
<sec id="S2.SS8.SSS4">
<title>pH optimum</title>
<p>Matured protease was added to a reaction buffer containing the following buffers to determine the pH optimum: glycine at pH 2.5&#x2013;3.5; sodium acetate at pH 4&#x2013;5.5; MES at pH 5.5&#x2013;6.5; HEPES at 7&#x2013;7.5; Tris at pH 7.5&#x2013;8.5; and glycine at pH 9&#x2013;10.5. Buffer concentrations were 0.1 M.</p>
</sec>
<sec id="S2.SS8.SSS5">
<title>Temperature optimum</title>
<p>Half-area plates containing reaction buffer were adjusted to 25 or 45&#x00B0;C on an Eppendorf ThermoMixer C. Water filled the gaps between the wells to stabilize the temperature resulting in low standard deviations along with <italic>r</italic><sup>2</sup> &#x003E; 0.99. CAPS at pH 9.7 was used as a buffer instead of glycine as growth occurred in prolonged storage of glycine buffer (0.4 M glycine). The effect of temperature on pK<sub><italic>a</italic></sub> of CAPS was compensated by using d(pK<sub><italic>a</italic></sub>)/dT = &#x2212;0.009. AAPF stock (100 mM) was diluted with temperature-adjusted water and incubated for 10 min. at either 25 or 45&#x00B0;C in the plate. Finally, 5 &#x03BC;L matured protease was added, and activity was measured immediately.</p>
</sec>
<sec id="S2.SS8.SSS6">
<title>pH stability</title>
<p>Five &#x03BC;L matured protease was incubated in 95 &#x03BC;L incubation solution [0.1% Triton X-100, 100 mM NaCl, and 100 mM buffer (glycine for pH 2.5 and 3.5, sodium acetate for pH 4.5 and 5.5, MES for pH 6.5, Tris for pH 7.5 and 8.5, and glycine for pH 9.5 and 10.5)]. Five &#x03BC;L of the incubation solution was aspirated after 10, 30, 60, 120, and 180 min, and activity was measured in reaction buffer with a final volume of 100 &#x03BC;L. The pH was adjusted to pH 9.5 by the reaction buffer for all measurements. Calcium was omitted in the incubations and reaction steps due to precipitation, except for the carry-over calcium from the stock solutions.</p>
</sec>
<sec id="S2.SS8.SSS7">
<title>Temperature stability</title>
<p>Matured proteases were incubated in maturation buffer at different temperatures, and samples were aspirated at different time intervals: 0&#x00B0;C (ice-water) for 24, 48, and 120 h; 25&#x00B0;C for 24, 48, and 120; 45&#x00B0;C for 10, 20, 30 min, 1&#x2013;4, 24, and 48 h; and 65&#x00B0;C for 10, 20, 30 min, 1&#x2013;4, 24, and 48 h The remaining activity was measured as described above and normalized to the corresponding matured protease, which had incubated for 0 h at the given temperatures.</p>
</sec>
<sec id="S2.SS8.SSS8">
<title>Salt titration</title>
<p>Five &#x03BC;L matured protease was added to a reaction buffer containing titrated NaCl (1&#x2013;1000 mM), KCl (1&#x2013;1000 mM), urea (4&#x2013;4000 mM), or guanidine hydrochloride (Gnd) (4&#x2013;4000 mM) and incubated for 30 min before the activity was measured. The activity was normalized to the lowest salt concentration: 0.98 mM for NaCl and KCl and 3.91 mM for urea and Gnd.</p>
</sec>
<sec id="S2.SS8.SSS9">
<title>Michaelis-Menten kinetics</title>
<p>Michaelis-Menten kinetics were determined by measuring the activity at different substrate concentrations ranging from 0.03 to 4 mM (using a 400 mM AAPF stock) in reaction buffer at 25 and 45&#x00B0;C. Protease concentrations were 0.94, 10.02, 4.06, and 2.37 nM for P355, T0034, T0099, and SC, respectively. The concentration of T0034 was lowered to 1.02 nM at 45&#x00B0;C. Initial rate was determined by linear regression (<italic>r</italic><sup>2</sup> &#x003E; 0.99). Absorbance was converted to mM by the slope of the linear standard curve (<italic>r</italic><sup>2</sup> &#x003E; 0.99), where the substrate had been hydrolyzed completely. Enzymatic activity was defined as the turnover rate of millimolar substrate pr. hour (mmol/h). The kinetics constants were derived with R (v. 4.0.5) using the add-on package <italic>drc</italic> (<xref ref-type="bibr" rid="B52">Ritz et al., 2016</xref>) by non-linear fit (least squares estimation) with a confidence interval of 0.99.</p>
</sec>
<sec id="S2.SS8.SSS10">
<title>Casein digest</title>
<p>Proteolysis of resorufin-labeled casein was assessed by incubating 3 nM matured P355, T0034, and SC, and 60 nM matured T0099 with 0.5 &#x03BC;g/&#x03BC;L resorufin-labeled casein in 100 mM or 1000 mM NaCl. A reaction was quenched every 2.5 min with 2% (v/v) TCA and incubated for 10 min at 37&#x00B0;C, precipitating undigested casein. The solution was filtered using a MultiScreen Solvinert Filter plate (Millipore) by centrifugation at 500 &#x00D7; <italic>g</italic> for 5 min. and filtrate was collected in a Corning<sup>&#x00AE;</sup> 96 well plate. The filtrate was adjusted to pH 8.8 using 3.9 M Tris, and absorbance was measured at 574 nm. The reaction rate was linear within the first 10 min (<italic>r</italic><sup>2</sup> &#x003E; 0.99). Proteolytic activity against casein was defined as A &#x00D7; h<sup>&#x2013;1</sup> &#x00D7; nM<sup>&#x2013;1</sup> (the slope divided with the protease concentration).</p>
</sec>
</sec>
<sec id="S2.SS9">
<title>raBSA digest in ice-water</title>
<p>The BSA was dissolved in 8 M urea (0.27 mM), and the disulfide bridges were reduced using 10 mM DTT for 60 min at RT. Iodoacetamide (30 mM) was added, and the sample was incubated for 60 min at RT in the dark before 35 mM DTT was added to quench the reaction. The reduced and alkylated BSA (raBSA) was dialyzed into 10 mM Tris pH 8 so that [urea] &#x003C;10 mM and stored at &#x2212;20&#x00B0;C. Titrated matured protease (0.4&#x2013;100 nM) incubated with 3.75 &#x03BC;g raBSA (1.88 &#x03BC;M) in reaction buffer containing 100 or 1000 mM NaCl for 2 h in ice-water. Controls were raBSA without protease and protease (highest concentration) without raBSA. The pH shift in the reaction buffer due to the lower temperature was considered by using d(pKa)/dT = &#x2212;0.025. The reaction was terminated by adding SDS-PAGE sample buffer, DTT (see Section &#x201C;SDS-PAGE&#x201D;) along with 42 mM EDTA and heating to 95&#x00B0;C for 10 min. Digestion patterns were examined with SDS-PAGE, and the density of the raBSA band was measured using Gel Doc&#x2122; EZ imager (Biorad) software.</p>
</sec>
<sec id="S2.SS10">
<title>Cleavage sites in BSA and micro purification for mass spectrometry</title>
<p>A total of 3.8 &#x03BC;g raBSA (BSA digest in ice water) was loaded onto an SDS-PAGE to separate intact raBSA from impurities and nicked raBSA. The raBSA band was cut out and washed twice with 500 &#x03BC;L H<sub>2</sub>O followed by two times incubation of 15 min with 50 &#x03BC;L 50% acetonitrile. Then, 50 &#x03BC;L of 100% acetonitrile was added and incubated for 15 min before the reaction buffer was added to a 1:1 ratio. The liquid was removed after 15 min and lyophilized until the gel plug was dry. Matured protease (600 nM) was added to the dried plugs and incubated for 10 min. Thirty &#x03BC;L reaction buffer was added and incubated for 1.5 h. Triton X-100 was excluded as detergents are not compatible with MS. All incubation was performed at RT except protease digestions, which were allowed to proceed at 37&#x00B0;C. The reaction was quenched with 7.1% formic acid. The resulting peptides from protease digestion were micro-purified using C18 column material (Empore&#x2122;) in P10 pipette tips (Sarstedt). The column material was activated with solvent B (99.9% acetonitrile and 0.1% formic acid) and then equilibrated with solvent A (0.1% formic acid). Peptides were then loaded and washed in solvent A before being eluted with 70% solvent B and dried for MS. The experiment was carried out in triplicates.</p>
</sec>
<sec id="S2.SS11">
<title>LC-MS/MS and data processing</title>
<p>Nano LC-MS/MS was carried out on an Orbitrap Eclipse Tribrid mass spectrometer connected online to an EASY nanoLC 1200 (both instruments were from Thermo Fisher Scientific). Samples were dissolved in solvent A, desalted on a ReproSil-Pur C18-AQ trap column (2 cm &#x00D7; 100-&#x03BC;m inner diameter packed in-house with 3 &#x03BC;m resin (Dr. Marisch GmbH, Ammerbuch-Entringen, Germany). The raBSA-peptides from the protease digestion were eluted and separated on a 15-cm analytical column (75 &#x03BC;m inner diameter) packed in-house with ReproSil-Pur C18-AQ 3 &#x03BC;m resin (Dr. Marisch GmbH, Ammerbuch-Entringen, Germany). A flow rate of 250 nL/min was used to elute the peptides with a 50-min gradient from 5 to 35% solvent B.</p>
<p>The generated raw files were converted to Mascot generic format. Data was searched in Mascot (version 2.5.0) against the SwissProt Data base (565,928 sequences composed of 204,173,280 residues). The entire SwissProt database was used as a decoy database (random sequence). The following search parameters were (1) &#x2018;none&#x2019; as the protease, (2) minimum 6 residues in a peptide, (3) precursor mass deviation of maximum 10 ppm, (4) fragment mass deviation of maximum 0.02 Da, (5) dynamic modification with oxidation on Met, and (6) fixed modification with alkylation (carbamidomethyl) on Cys. The false discovery rate was set to 1% before data was exported to MS Data Miner (<xref ref-type="bibr" rid="B16">Dyrlund et al., 2012</xref>). Peptides having a score lower than the significant score provided by the Mascot search were discarded.</p>
</sec>
<sec id="S2.SS12">
<title>R programming and statistics</title>
<p>Data analysis and figures were made in R (version 4.0.5) (<xref ref-type="bibr" rid="B51">R Core Team, 2021</xref>) coupled with <xref ref-type="bibr" rid="B53">RStudio Team (2020)</xref>. The following packages were employed for general data analysis: <italic>tidyverse</italic> (<xref ref-type="bibr" rid="B65">Wickham et al., 2019</xref>), <italic>tagger</italic> (<xref ref-type="bibr" rid="B13">Campitelli, 2022</xref>), <italic>lemon</italic> (<xref ref-type="bibr" rid="B40">McKinnon Edwards, 2020</xref>), <italic>readxl</italic> (<xref ref-type="bibr" rid="B64">Wickham and Bryan, 2019</xref>), and <italic>ggExtra</italic> (<xref ref-type="bibr" rid="B3">Attali and Baker, 2019</xref>). Additional packages used for a specific experiment are cited in the given method description. All error bars show the standard deviation (SD) of triplicates or more.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Sequence alignment of ESP and ISP</title>
<p>The well-known, mesophilic ESP Subtilisin Carlsberg (SC) from <italic>Bacillus licheniformis</italic> (<xref ref-type="bibr" rid="B36">Linderstr&#x00F8;m-Lang and Ottesen, 1947</xref>) was compared to two uncharacterized ISP proteases, the putative cold-adapted P355 and the putative thermophilic T0099 from <italic>Parageobacillus thermoglucosidasius</italic>, and to a previously characterized ISP protease, T0034 from <italic>Planococcus</italic> sp. AW02J18. The latter origin from a marine bacterium isolated from coastal waters near Lofoten in Norway (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>). P355 is presumed to be cold-adapted as it is from the genome sequence of the extremophile <italic>P. halocryophilus</italic> Or1 identified in Arctic permafrost (<xref ref-type="bibr" rid="B41">Mykytczuk et al., 2013</xref>). T0099 is presumed to be thermophilic as it originates from the genome of <italic>Parageobacillus thermoglucosidasius</italic>, known to thrive at temperatures up to 68&#x00B0;C (<xref ref-type="bibr" rid="B1">Aliyu et al., 2016</xref>). To the authors&#x2019; knowledge, no thermophilic ISP has been described.</p>
<p>Pairwise alignment of full ISP protein sequences, including pre-sequences, revealed that the closest related protein sequences to T0099 were an ISP from <italic>Paenibacillus polymyxa</italic> (acc. no. P29139) (64% amino acid similarity) (<xref ref-type="bibr" rid="B58">Takekawa et al., 1991</xref>) as well as the major ISP from <italic>B. subtilis</italic> subsp. <italic>subtilis</italic> str. 168 (acc. no. P11018) (64% amino acid similarity) (<xref ref-type="bibr" rid="B35">Koide et al., 1986</xref>). P355 shared 72% amino acid sequence identity to the characterized ISP from <italic>Planococcus</italic> sp. AW02J18, henceforth referred to as T0034 (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>), which is included in this study for comparison. As expected, analysis using SignalP showed that neither of the ISP sequences were predicted to have an N-terminal signal peptide for extracellular export. Similar to T0034 (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>), the novel ISPs T0099 and P355 contained a short pro-peptide with a conserved LIPY/F-sequence at the N-terminus (T0099: LIPF, P355: LIPY) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>; <xref ref-type="bibr" rid="B62">V&#x00E9;vodov&#x00E1; et al., 2010</xref>; <xref ref-type="bibr" rid="B24">Gamble et al., 2011</xref>; <xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>). The catalytic domains of ESPs and ISPs are homologous, with all three residues involved in the catalytic tried being conserved, and both members are part of the Subtilisin Peptidase S8 family as classified by Pfam. The major difference between ISPs and ESPs lies in the absence of signal sequences in the ISPs and the presence of a shorter pro-sequence for the regulation of catalytic activity (<xref ref-type="bibr" rid="B24">Gamble et al., 2011</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>Calcium induces the activation of P355, T0034, and T0099</title>
<p>Subtilisins are zymogens, i.e., they become proteolytically active through a maturation process where the pro-peptide at the N-terminal is removed (<xref ref-type="bibr" rid="B44">Neurath and Walsh, 1976</xref>). This process can be calcium-dependent (<xref ref-type="bibr" rid="B24">Gamble et al., 2011</xref>; <xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>) as well as pH-dependent (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>), and can be a relatively slow process (<xref ref-type="bibr" rid="B24">Gamble et al., 2011</xref>). For this study, the three ISPs, P355, T0034, and T0099, were recombinantly expressed in <italic>E. coli</italic> with their pro-peptide sequences intact. Histidine tags fused to the C-terminal allowed downstream purification by nickel affinity and anion exchange chromatography in the absence of calcium to avoid maturation (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>). A commercial formulation of ESP, SC, was purchased, and used as a reference in the experiments. To investigate the activation of the ISPs, we determined their proteolytic activity toward a colorimetric peptide [N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF)] as a model substrate after incubation with a titration series of calcium. The proteolytic activity of the three recombinant ISPs showed dependence on CaCl<sub>2</sub> ranging from 0.2 to 62.5 mM CaCl<sub>2</sub> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>) with no activity observed at 0 mM CaCl<sub>2</sub>. The ESP was independent of CaCl<sub>2</sub>, i.e., activity was observed at 0 mM CaCl<sub>2</sub> with a slight decrease in activity in the same CaCl<sub>2</sub> concentration range. Next, we investigated the maturation of the ISPs over time after initiation using 25 mM CaCl<sub>2</sub>, as assessed by AAPF activity and SDS-PAGE (<xref ref-type="fig" rid="F1">Figure 1</xref>). All three ISPs in their zymogenic form were inactive and unprocessed before 25 mM CaCl<sub>2</sub> was added (<xref ref-type="fig" rid="F1">Figures 1A&#x2013;C</xref>). No processing or activity was observed even after 180 min incubation without calcium (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 4E, F</xref>). In the presence of 25 mM CaCl<sub>2</sub>, the activity of the ISPs increased over time, concurrent with a corresponding change in the migration of bands visualized by SDS-PAGE from the full-length zymogen to the truncated active protease. N-terminal protein sequencing of zymogens, prepared in the absence of calcium treatment, showed that zymogens lacked the first amino acid (Met). Active P355, T0034, and T0099, i.e., 2 h incubation with 25 mM CaCl<sub>2</sub> at pH 9.5, lacked an additional 9, 15, and 16 N-terminal residues, respectively (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>), demonstrating that the pro-peptide and its LIPY/F motif were removed in all three active ISPs. Additional intermediate bands were visible for P355 (<xref ref-type="fig" rid="F1">Figure 1A</xref>) and T0099 (<xref ref-type="fig" rid="F1">Figure 1C</xref>) in SDS-PAGE analysis of the maturation process, indicating that their activation may occur in distinct steps. The activity reached a maximum and the conversion to the active protease was complete after 120, 120, and 60 min. for P355, T0034, and T0099, respectively. SC showed no change in activity or processing with or without calcium incubation (<xref ref-type="fig" rid="F1">Figure 1D</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 4E, F</xref>) thus verifying that its pro-peptide was fully removed during commercial production and formulation. Based on these data, we defined the conditions that produce matured and active proteases and henceforth, the three ISPs are referred to simply as proteases. Based on these data, ISPs were routinely activated for 2 h in the presence of calcium prior to their use in subsequent assays. The relative number of active sites between the subtilisins were estimated by &#x03B1;-2-macroglobulin titration (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 5</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS1">9</xref>). By a rough estimation, P355, T0034, and SC contained relatively the same number of active sites, while T0099 contained approximately half as many (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 8</xref>) indicating less correctly folded protein. The metal chelator EDTA inhibited the three ISPs, but SC was largely unaffected (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 10A</xref>). The commercial serine protease specific inhibitor Pefabloc<sup>&#x00AE;</sup> blocked activity from all proteases (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 10B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Time course maturation of the proteases. Maturation was started by incubating in 100 mM NaCl, 25 mM CaCl<sub>2</sub>, 100 mM glycine pH 9.5, and 0.1% Triton X-100. The maturation process was monitored with activity assay using 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF) and SDS-PAGE at different time intervals in minutes: after 0, 10, 20, 30, 60, 120, and 180 min incubation. The sample at 0 min had not received CaCl<sub>2</sub>. The activity was normalized to the highest activity measured for the given proteases and plotted against the conditions. No activity and proteolytic processing occurred for panel <bold>(A)</bold> P355, <bold>(B)</bold> T0034, and <bold>(C)</bold> T0099 without calcium. Calcium induced activity and proteolytic processing, i.e., maturation. Maturation was complete after 90, 120, and 60 min for P355, T0034, and T0099, respectively, judged by the activity plateau and no further band migration. Subtilisin Carlsberg (SC) <bold>(D)</bold> was unaffected throughout the incubation. Error bars show standard deviation (<italic>n</italic> = 3). Note that the figures are cropped. See <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4</xref> for uncropped images.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Effect of pH and temperature on activity and stability</title>
<p>We examined the pH and temperature profiles, in part to determine the optimal experimental conditions, but also to establish temperature optima and stability, which is typically lower for cold-adapted enzymes compared to meso- and thermophilic enzymes (<xref ref-type="bibr" rid="B22">Furhan, 2020</xref>). All proteases showed activity in a broad alkaline range (<xref ref-type="fig" rid="F2">Figure 2</xref>) with optima at pH 9&#x2013;9.5 for P355, pH 10 for T0034, pH 8&#x2013;9.5 for T0099, and pH 9&#x2013;9.5 for SC. The proteases were stable at alkaline pH and restored full activity after 3 h (<xref ref-type="fig" rid="F3">Figure 3</xref>). There was a tendency for activities to slightly increase after 1 h incubation in alkaline conditions. The stability declined toward the acidic range for all enzymes, where no activity remained after 3 h pre-incubations at pH &#x2264; 3.5 for any of the proteases (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). The stabilities ranked in the following order from most to least stable based on the remaining activity at pH 3.5&#x2013;5.5: SC &#x003E; T0099 &#x003E; P355 &#x003E; T0034.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>pH optima. Activity was assessed with 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF) for matured proteases under different pH values. The legend shows the buffers used in the different pH ranges. Every protease showed activity the alkaline range with optimal pH at <bold>(A)</bold> 9&#x2013;9.5 for P355; <bold>(B)</bold> 10 for T0034; <bold>(C)</bold> 8&#x2013;9.5 for T0099; and <bold>(D)</bold> 9&#x2013;9.5 for Subtilisin Carlsberg (SC). Activity was normalized to the highest activity for the given protease. Error bars show standard deviation (<italic>n</italic> = 3). Note that some error bars are within the marker.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>pH stability of P355 <bold>(A)</bold>, T0034 <bold>(B)</bold>, T0099 <bold>(C)</bold>, and Subtilisin Carlsberg (SC) <bold>(D)</bold>. Matured proteases were incubated in different pH values and activity was measured after 10, 30, 60, 120, and 180 min at pH 9.5 with 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF) at room temperature (RT). Activity was normalized to the highest activity for the given protease at 10 min. The protease activity did not decline over time in the alkaline range, but activity in the acidic range decreased in the following order: SC &#x003E; T0099 &#x003E; P355 &#x003E; T0034. Error bars show standard deviation (<italic>n</italic> = 3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g003.tif"/>
</fig>
<p>The temperature optimum (<xref ref-type="fig" rid="F4">Figure 4</xref>) of the proteases was determined to be 50&#x00B0;C for P355, T0099, and SC, and 60&#x00B0;C for T0034. The proteases were active at 65&#x00B0;C, but P355 activity dropped to 20% of its maximum activity. P355 and SC showed roughly 50% higher activity at 5&#x00B0;C than T0034 and T0099. Thermal stability was determined by measuring the remaining activity after incubation at different temperatures. Every protease retained 100% activity at 0&#x00B0;C for the duration of the experiment (120 h). While T0099 and SC also remained 100% active after 120 h at 25&#x00B0;C, P355 and T0034 had lost 30&#x2013;40% of their activity (<xref ref-type="fig" rid="F5">Figure 5</xref>). P355 and T0034 lost all activity after 48 h at 45&#x00B0;C, where T0099 and SC still retained approximately 70 and 50% activity, respectively. At 65&#x00B0;C, P355 and T0034 lost their activities after 30 and 60 min, respectively, while T0099 and SC restored 11% and 3% activity after 48 h, respectively.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Temperature optima. Matured protease activity was measured under different temperatures using 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF). Activity was measured at pH 9.7 using 0.1 M CAPS. Changes in pK<sub><italic>a</italic></sub> with temperature were compensated with d(pKa)/dT = &#x2013;0.009 in buffer preparation. Activity was normalized to the highest activity for the given protease. Matured P355, T0034, and Subtilisin Carlsberg (SC) have a temperature optimum at 50&#x00B0;C, while matured T0034 has a temperature optimum at 60&#x00B0;C. Matured P355 showed less activity at the highest temperatures compared to the others. Error bars show standard deviation (<italic>n</italic> = 3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Temperature stability of P355 <bold>(A)</bold>, T0034 <bold>(B)</bold>, T0099 <bold>(C)</bold>, and Subtilisin Carlsberg (SC) <bold>(D)</bold>. The matured protease incubated in maturation buffer [25 mM CaCl2, 0.1% (w/w) Triton X-100, 100 mM NaCl, and 100 mM glycine pH 9.5] at 0 (ice-water), 25, 45, and 65&#x00B0;C ranging between 10 min and 120 hr. Remaining activity was assessed with 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF) and normalized to 0 h. Note that 10<sup>&#x2013; 1</sup> h is defined here as 0 h and was only exposed to room temperature (RT). Every protease was stable for 120 h at 0&#x00B0;C. P355 lost all activity after 30 min at 65&#x00B0;C, while T0034 lost all activity after 1 h. T0099 was the most stable with approximately 10% remaining after 48 h incubation at 65&#x00B0;C. Activity was almost gone after 48 h for SC. Error bars show standard deviation (<italic>n</italic> = 3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g005.tif"/>
</fig>
<p>Overall, the pH profiles indicate active and stable proteases in the alkaline range. P355 and T0034 have lower thermal stability than T0099 and SC, consistent with the expectations for cold-adapted proteases. However, the temperature optima were similar, although P355 was relatively less active at 65&#x00B0;C.</p>
</sec>
<sec id="S3.SS4">
<title>Salt titrations and casein digest</title>
<p>Chemical stability was also investigated, as cold-adapted proteases are usually more susceptible to chemical denaturation by guanidium chloride (Gnd) and urea than their meso- and thermophilic counterparts (<xref ref-type="bibr" rid="B14">D&#x2019;Amico et al., 2003</xref>). Overall, increasing concentrations of urea (<xref ref-type="fig" rid="F6">Figure 6A</xref>) and Gnd (<xref ref-type="fig" rid="F6">Figure 6B</xref>) reduced the activity of all proteases. P355 and T0034 lost more activity at lower urea concentrations relative to SC and T0099, where T0099 retained most activity. Titration with Gnd showed a different pattern: while the curves of P355 and T0034 are to the left of T0099 and SC in the urea titration (<xref ref-type="fig" rid="F6">Figure 6A</xref>), the activity profiles cross each other with increasing Gnd (<xref ref-type="fig" rid="F6">Figure 6B</xref>). At 0.5 M Gnd P355 and T0034 show the least activity followed by T0099 and SC. These data are in line with prior data (<xref ref-type="bibr" rid="B14">D&#x2019;Amico et al., 2003</xref>), which indicated that cold-adapted proteases are more prone to chemical denaturation.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Salt titrations. Matured protease was titrated with 1&#x2013;1000 mM NaCl or KCl or 4&#x2013;4000 mM urea or guanidium chloride (Gnd) and incubated for 30 min at room temperature (RT) before activity was measured with 0.2 mM N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide (AAPF). <bold>(A)</bold> Urea titration lowers protease activity with T0099 being the most resilient. <bold>(B)</bold> Gnd decreases protease activity where Subtilisin Carlsberg (SC) was the most resilient. One M Gnd effectively inhibited protease activity for P355, T0034, and T0099, while 4 M Gnd was needed to abolish SC activity. <bold>(C)</bold> NaCl enhanced P355 and T0034 activity with increasing salt concentration, while T0099 and SC were largely unaffected in comparison. <bold>(D)</bold> KCl also enhanced activity of P355 and T0034 and as with NaCl, T0099 and SC were largely unaffected. Data were normalized to the lowest salt concentration in question. Error bars show standard deviation (<italic>n</italic> = 3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g006.tif"/>
</fig>
<p>Microorganisms that thrive in subzero degrees are usually also halophilic or halotolerant as salt lowers the freezing point of water (<xref ref-type="bibr" rid="B41">Mykytczuk et al., 2013</xref>). Thus, the effect of ionic strength on the catalytic activity using NaCl or KCl was investigated. Increasing concentrations of NaCl and KCl enhanced the activity of P355 and T0034 toward the AAPF peptide substrate. 1M NaCl increased their activities approximately 4-fold (<xref ref-type="fig" rid="F6">Figure 6C</xref>), whereas 1M KCl increased P355&#x2032;s and T0034&#x2032;s activity by approximately 2-fold (<xref ref-type="fig" rid="F6">Figure 6D</xref>). We investigated whether the enhancement of activity with increasing NaCl also occurred for other types of substrates, e.g., larger substrates, as these are also potential substrates. For this purpose, we used resorufin labeled casein (20 kDa). When casein is used as a substrate instead of the AAPF peptide, activity decreased for all proteases when NaCl concentration increased from 100 to 1000 mM (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Thus, it seems that the effect of NaCl is substrate-dependent. Normalizing the activity to the protein concentration shows that P355 and T0034 hydrolyzed casein most efficiently followed by SC and finally T0099 (<xref ref-type="fig" rid="F7">Figure 7B</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Bar plot of casein digest. The ability of matured proteases to digest casein in the presence of 100 or 1000 mM NaCl was examined. P355, T0034, and Subtilisin Carlsberg (SC) concentrations were 3 nM, while T0099 concentration was 60 nM as no activity was observed at 3 nM (data not shown). <bold>(A)</bold> Activity was normalized to the maximum activity of the respective protease. Increasing [NaCl] from 0.1 to 1 M reduced the hydrolysis of casein of every protease by 40&#x2013;50%. <bold>(B)</bold> The same data set, but with activity normalized to matured protease concentration (nM). P355 and T0034 showed equal activity, while T0099 was poor in comparison. SC showed intermediate efficiency. Error bars show standard deviation (<italic>n</italic> = 3). Every regression had <italic>r</italic><sup>2</sup> &#x003E; 0.99. Casein did not precipitate in 1 M NaCl (data not shown).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g007.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>P355 and T0034 have higher catalytic constants compared to T0099 and SC</title>
<p>Cold-adapted enzymes typically have a higher catalytic constant (<italic>k</italic><sub><italic>cat</italic></sub>) than their meso- and thermophilic homologs to compensate for the general decrease in activity at low temperatures (<xref ref-type="bibr" rid="B20">Feller et al., 1992</xref>). This was examined by performing Michaelis-Menten kinetics at 25 and 45&#x00B0;C. Judging from the fitted curves (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 11</xref>) and the residuals of the fitted curves to the experimental data points (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 12</xref>) and the low deviations of the fitting parameters (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>), the proteases mostly follow Michaelis-Menten kinetics. However, T0099 deviates from Michaelis-Menten kinetics at high substrate concentrations (3 and 4 mM), which is also reflected in the residual plot (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 12E, F</xref>). P355 and T0034 have higher <italic>k</italic><sub><italic>cat</italic></sub> values than T0099 and SC at 25&#x00B0; and 45&#x00B0;C (<xref ref-type="table" rid="T1">Table 1</xref>); these results, based on AAPF hydrolysis, are consistent with the results from the casein digestion assay (<xref ref-type="fig" rid="F7">Figure 7</xref>) where P355 and T0034 demonstrated a higher activity. T0034 had the highest <italic>K</italic><sub><italic>m</italic></sub> at 25&#x00B0; and 45&#x00B0;C, closely followed by P355, whereas <italic>K</italic><sub><italic>m</italic></sub> of SC and T0099 are lower. <italic>K</italic><sub><italic>m</italic></sub> increased between 0.02 and 0.06 mM with higher temperatures for every protease, except for T0034, which decreased from 1.83 to 1.26 mM. SC displayed the highest catalytic efficiency (<italic>k</italic><sub><italic>cat</italic></sub>/<italic>K</italic><sub><italic>m</italic></sub>) at 25&#x00B0;C of all proteases, while P355 and T0034 displayed the highest at 45&#x00B0;C. The catalytic efficiency increased approximately 1.5 to 2.5-fold for every protease from 25 to 45&#x00B0;C, except for T0034, which quadrupled from 2.09 &#x00D7; 10<sup>5</sup> to 8.55 &#x00D7; 10<sup>5</sup> M<sup>&#x2013;1</sup> s<sup>&#x2013;1</sup>. The kinetic data (<xref ref-type="table" rid="T1">Table 1</xref>) indicate that P355 and T0034 are cold-adapted ISPs due to higher <italic>k</italic><sub><italic>cat</italic></sub> and <italic>K</italic><sub><italic>m</italic></sub> values at both temperatures tested relative to the reference enzymes T0099 and SC. However, T0099 and SC showed similar catalytic efficiency to P355 and T0034 owing to their low <italic>K</italic><sub><italic>m</italic></sub> values.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Derived kinetic constants.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Protease</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">T (&#x00B0;C)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>K</italic><sub><italic>m</italic></sub> (mM)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>k</italic><sub><italic>cat</italic></sub> (s<sup>&#x2013;1</sup>)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>k</italic><sub><italic>cat</italic></sub>/<italic>K</italic><sub><italic>m</italic></sub> (M<sup>&#x2013;1</sup> s<sup>&#x2013;1</sup>)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">P355</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">1.12 &#x00B1; 0.02</td>
<td valign="top" align="center">386 &#x00B1; 3</td>
<td valign="top" align="center">3.45 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="center">45</td>
<td valign="top" align="center">1.17 &#x00B1; 0.02</td>
<td valign="top" align="center">996 &#x00B1; 9</td>
<td valign="top" align="center">8.52 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">T0034</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">1.83 &#x00B1; 0.05</td>
<td valign="top" align="center">382 &#x00B1; 5</td>
<td valign="top" align="center">2.09 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="center">45</td>
<td valign="top" align="center">1.26 &#x00B1; 0.03</td>
<td valign="top" align="center">1077 &#x00B1; 11</td>
<td valign="top" align="center">8.55 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">T0099</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">0.10 &#x00B1; 0.01</td>
<td valign="top" align="center">35 &#x00B1; 1</td>
<td valign="top" align="center">3.49 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="center">45</td>
<td valign="top" align="center">0.12 &#x00B1; 0.01</td>
<td valign="top" align="center">69 &#x00B1; 1</td>
<td valign="top" align="center">5.73 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">SC</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">0.38 &#x00B1; 0.01</td>
<td valign="top" align="center">208 &#x00B1; 1</td>
<td valign="top" align="center">5.48 &#x00D7; 10<sup>5</sup></td>
</tr>
<tr>
<td valign="top" align="center">45</td>
<td valign="top" align="center">0.44 &#x00B1; 0.01</td>
<td valign="top" align="center">348 &#x00B1; 2</td>
<td valign="top" align="center">7.91 &#x00D7; 10<sup>5</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Deviations show the confidence interval (0.99), <italic>n</italic> = 3.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS6">
<title>Reduced and alkylated BSA is readily digested by P355 and T0034 at around 0&#x00B0;C</title>
<p>A critical trait in cold-adaptation is higher catalytic activity at low temperatures compared to meso- and thermophilic conditions (<xref ref-type="bibr" rid="B2">&#x00C5;qvist et al., 2017</xref>). We tested the proteolysis at low temperature by incubating an equal molar titration series of P355, T0034, T0099, or SC with a fixed amount of reduced and alkylated BSA (raBSA) at 0&#x00B0;C (ice water). Digestion of the raBSA substrate was tested at low (0.1 M) or high (1 M) concentration of NaCl salt to examine whether the same effect was observed for raBSA as with casein. The digestion of raBSA were in line with the kinetic data (<xref ref-type="table" rid="T1">Table 1</xref>) and casein digestion (<xref ref-type="fig" rid="F7">Figure 7B</xref>); P355 and T0034 degraded raBSA quicker than T0099 and SC. It was observed that 1 M NaCl inhibited proteolytic activity for every protease, except for T0099, where activity was largely unaffected by NaCl at all protease concentrations (<xref ref-type="fig" rid="F8">Figure 8</xref>) in line with the casein digest (<xref ref-type="fig" rid="F7">Figure 7</xref>). P355 (<xref ref-type="fig" rid="F8">Figure 8, panels A1&#x2013;3</xref>) and T0034 (<xref ref-type="fig" rid="F8">Figure 8, panels B1&#x2013;3</xref>) followed the same pattern: at the highest substrate:protease ratios, the semi-quantitative band intensities of intact raBSA was reduced by &#x003E;75% in 0.1 M NaCl. Increasing the NaCl concentration to 1 M resulted in less efficient hydrolysis by P355, T0034 and SC, i.e., cleaving about 40&#x2013;50% raBSA. T0099 was the least efficient enzyme in this assay, showing a reduced band intensity by around 20% at the same substrate:protease ratios at both NaCl conditions (<xref ref-type="fig" rid="F8">Figure 8, panels C1&#x2013;3</xref>). SC showed intermediate digestion capabilities: at the highest substrate:protease rations conditions, SC reduced the intact raBSA band intensity with approximately 50% in 0.1 M NaCl, with a slight inhibition by higher NaCl concentration (<xref ref-type="fig" rid="F8">Figure 8, panels D1&#x2013;3</xref>). These results align with the casein digestion assay (<xref ref-type="fig" rid="F7">Figure 7B</xref>). The position of the degradation bands from raBSA were not identical between the proteases, indicating different specificities. We employed mass spectrometry (MS) to investigate digestion products to examine whether there were differences in hydrolysates of raBSA depending on the amino acid at position P1. MS/MS analysis of peptide products revealed that the proteases cleaved at the same residues, which included hydrophobic, basic, and acidic residues (see Section &#x201C;Data availability statement&#x201D;). Additionally, NaCl also changed the degradation pattern slightly. For instance, at the 25 kDa marker in <xref ref-type="fig" rid="F8">Figure 8, panels A1&#x2013;2</xref>, a few bands disappear, which indicate changes in substrate specificity. However, this was not investigated further.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>raBSA digest in ice-water (0&#x00B0;C). 3.75 &#x03BC;g (1.88 &#x03BC;M) raBSA (approximately apparent 70 MW) was digested by an increasing concentration of matured protease for 2 h in ice-water in the presence of 100 or 1000 M NaCl before being heated to 95&#x00B0;C for 10 min. The protease concentration in each lane was as follows: (1) 0nM, (2) 0.4 nM, (3) 0.8 nM, (4) 1.6 nM, (5) 3.1 nM, (6) 6.3 nM, (7) 12.5 nM, (8) 25 nM, (9) 50 nM, (10) 100 nM, and (11) 100 nM. Lane 11 contained no raBSA. The digestion patterns of P355, T0034, T0099, and Subtilisin Carlsberg (SC) and the corresponding degree of raBSA digestion are shown in panels <bold>(A1&#x2013;3,B1&#x2013;3,C1&#x2013;3,D1&#x2013;3)</bold>, respectively. The normalized activity values were obtained by normalizing the intact raBSA bands (lane 2 through 10) to the intact raBSA band control (lane 1) and subsequently subtracted from 1. Hence, the activity values correspond to a relative reduction in band intensity. P355 and T0034 were most efficient in digestion raBSA: They lowered the intensity of the BSA band of approx. 75% at 0.4 nM enzyme, while T0099 and SC had lowered the intensity with approx. 20 and 50%, respectively. The increase to 1000 mM NaCl decreased the ability of all proteases, most prominent for P355 and T0034, although P355 was slightly more efficient in digestion raBSA compared to T0034 at 1000 mM. SC was slightly inhibited by 1000 mM NaCl, while T0099 was largely unaffected. raBSA, reduced and alkylated BSA; P, protease.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-14-1121857-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<sec id="S4.SS1">
<title>P355, T0034, and T0099 depend on calcium for maturation and activity</title>
<p>The goal of this paper was to identify, produce, and characterize a novel protease from the cold-adapted and halo-tolerant bacterium <italic>P. halocryophilus</italic> Or1, which can grow down to &#x2212;15&#x00B0;C (<xref ref-type="bibr" rid="B41">Mykytczuk et al., 2013</xref>). We identified a gene encoding a putative intracellular subtilisin protease (ISP) denoted P355 in the genome sequence, which we expected to harbor cold-adapted traits. We successfully cloned and produced the recombinant P355 protease in <italic>E. coli</italic> and characterized the enzyme. In addition, we compared it to homologous ISPs and an ESP identified from literature or databases: The putative mesophilic T0034 from <italic>Planococcus</italic> sp. AW02J18 (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>), the presumably thermostable T0099 from <italic>Parageobacillus thermoglucosidasius</italic> and the ESP industry reference Subtilisin Carlsberg (SC). The results are summarized in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Collected and summarized results obtained in this study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">P355</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">T0034</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">T0099</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">SC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Figure/Table</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2">Subtilisin type</td>
<td valign="top" align="center">ISP</td>
<td valign="top" align="center">ISP</td>
<td valign="top" align="center">ISP</td>
<td valign="top" align="center">ESP</td>
<td valign="top" align="center"><xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Maturation dependent on calcium</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Not examined</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F1">Figure 1</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Maturation time course (min)</td>
<td valign="top" align="center">90</td>
<td valign="top" align="center">120</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">Not examined</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F1">Figure 1</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Activity dependent on calcium</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center"><xref ref-type="supplementary-material" rid="DS1">Supplementary Figure S3</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Inhibition by EDTA</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center"><xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 10A</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Inhibition by Pefabloc<sup>&#x00AE;</sup></td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center"><xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 10B</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">pH activity</td>
<td valign="top" align="center">Alkaline</td>
<td valign="top" align="center">Alkaline</td>
<td valign="top" align="center">Alkaline</td>
<td valign="top" align="center">Alkaline</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F2">Figure 2</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">pH stability range</td>
<td valign="top" align="center">5.5&#x2013;10.5</td>
<td valign="top" align="center">6.5&#x2013;10.5</td>
<td valign="top" align="center">4.5&#x2013;10.5</td>
<td valign="top" align="center">4.5&#x2013;10.5</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F3">Figure 3</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Temperature optimum (&#x00B0;C)</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F4">Figure 4</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Temperature stability</td>
<td valign="top" align="center">Lowest</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Highest</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F5">Figure 5</xref></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2"><italic>k</italic><sub><italic>cat</italic></sub> (s<sup>&#x2013;1</sup>)</td>
<td valign="top" align="center" rowspan="2">45&#x00B0;C<break/><break/>25&#x00B0;C</td>
<td valign="top" align="center">386 &#x00B1; 3</td>
<td valign="top" align="center">382 &#x00B1; 5</td>
<td valign="top" align="center">35 &#x00B1; 1</td>
<td valign="top" align="center">208 &#x00B1; 1</td>
<td valign="top" align="center" rowspan="2"><break/><xref ref-type="table" rid="T1">Table 1</xref></td>
</tr>
<tr>
<td valign="top" align="center">996 &#x00B1; 9</td>
<td valign="top" align="center">1077 &#x00B1; 11</td>
<td valign="top" align="center">69 &#x00B1; 1</td>
<td valign="top" align="center">348 &#x00B1; 2</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Relative casein/raBSA digest efficiency</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Intermediate</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F7">Figures 7B</xref>, <xref ref-type="fig" rid="F8">8</xref></td>
</tr>
<tr>
<td valign="top" align="left">Activity affected by increasing [NaCl]</td>
<td valign="top" align="center">AAPF</td>
<td valign="top" align="center">Increased</td>
<td valign="top" align="center">Increased</td>
<td valign="top" align="center">Small effect</td>
<td valign="top" align="center">Small effect</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F6">Figure 6C</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Casein/raBSA</td>
<td valign="top" align="center">Decreased</td>
<td valign="top" align="center">Decreased</td>
<td valign="top" align="center">Decreased</td>
<td valign="top" align="center">Decreased</td>
<td valign="top" align="center"><xref ref-type="fig" rid="F7">Figures 7A</xref>, <xref ref-type="fig" rid="F8">8</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Cleavage sites observed</td>
<td valign="top" align="center">Hydrophobic, acidic, and basic</td>
<td valign="top" align="center">Hydrophobic, acidic, and basic</td>
<td valign="top" align="center">Hydrophobic, acidic, and basic</td>
<td valign="top" align="center">Hydrophobic, acidic, and basic</td>
<td valign="top" align="center">See section &#x201C;Data availability statement&#x201D;</td>
</tr>
</tbody>
</table></table-wrap>
<p>The ISPs, P355, T0034, and T0099, showed a dependency on calcium for activation (<xref ref-type="fig" rid="F1">Figure 1</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>), and up to 2 h were required for complete processing in order to gain full activation (<xref ref-type="fig" rid="F1">Figure 1</xref>). N-terminal sequencing confirmed the removal of the pro-peptide and its LIPY/F motif in every ISP. We also observed maturation intermediates for P355 and T0099, indicating that activation may be a multi-step process. No intermediates were observed for T0034, in contrast to what has been previously reported (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>). However, maturation is calcium- and pH-dependent (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>) and experimental variation in assay conditions may explain the deviation to the previous report. In this study, the combination of a higher calcium concentration and higher pH compared to the previous study on T0034 (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>) likely caused a swifter maturation and lack of observable intermediates. Inhibition of the ISPs by EDTA (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 10A</xref>) shows that not only is calcium necessary for ISP activation, but it is also needed to sustain activity in the ISPs in this study. In contrast, the ESP SC was largely unaffected by the presence of EDTA.</p>
<p><xref ref-type="bibr" rid="B24">Gamble et al. (2011)</xref> reported a lag phase during the maturation of an ISP from <italic>Bacillus clausii</italic> NN010181 before an exponential increase in active ISP followed by a plateau. This is due to a positive feedback mechanism where protease removes the N-terminal pro-peptide and activates the unprocessed protease (<xref ref-type="bibr" rid="B24">Gamble et al., 2011</xref>). Lag phases were not observed in this study, possibly due to a more rapid maturation at higher pH values and calcium concentrations.</p>
</sec>
<sec id="S4.SS2">
<title>The matured proteases are active and stable in alkaline pH</title>
<p>Alkaline activity is expected for serine proteases, as the His and Asp residues of the catalytic triad must be in their deprotonated form to deprotonate Ser (<xref ref-type="bibr" rid="B31">Hofer et al., 2020</xref>). Every protease in this study showed activity and stability in the alkaline range.</p>
<p>T0034 has been characterized previously by <xref ref-type="bibr" rid="B6">Bjerga et al. (2018)</xref>, and we chose to include this close homolog in comparative studies of P355 due to their relatively high sequence homology. This and the past study of T0034 report some differences in pH profiles. We both find maximum activity at a plateau around pH 9&#x2013;11, but we also found that T0034 maintain activity at both pH 6.5 and 7.0 (<xref ref-type="fig" rid="F2">Figure 2B</xref>), whereas Bjerga et al. found little to no activity at pH 7 and lower. We could reproduce the results from Bjerga et al. when calcium was added immediately prior to performing the assays (data not shown), allowing a pH-dependent progression of maturation taking place during the assay. Experimental data included in this study are from assays where the enzymes were pre-incubated 2 h with calcium to ensure a complete maturation. We therefore propose that these differences can be explained by experimental variations. For activity assessment, we thus recommend that complete maturation should be achieved prior to assaying.</p>
</sec>
<sec id="S4.SS3">
<title>NaCl affects the activity depending on substrate size</title>
<p>Increasing NaCl and KCl concentrations enhanced P355 and T0034 activity when the peptide AAPF was used as a substrate, while T0099 and SC were largely unresponsive in comparison (<xref ref-type="fig" rid="F6">Figures 6C, D</xref>). However, increasing concentration of NaCl decreased activity for all proteases when the larger substrates casein and raBSA were used (<xref ref-type="fig" rid="F7">Figures 7B</xref>, <xref ref-type="fig" rid="F8"><bold>8</bold>, panels A3, B3, and D3</xref>), apart from T0099 activity against raBSA, which was not affected by NaCl (<xref ref-type="fig" rid="F8">Figure 8, panel C3</xref>). NaCl can favor a particular structural conformation and indirectly influence catalytic activity (<xref ref-type="bibr" rid="B48">Ortega et al., 2011</xref>). NaCl and KCl could favor a more rigid structural conformation for P355 and T0034 where a small substrate, e.g., the AAPF peptide, can easily enter the catalytic cleft. The same putative rigid structure could at the same time make it more difficult for a larger substrate to fit into the catalytic cleft. <xref ref-type="bibr" rid="B41">Mykytczuk et al. (2013)</xref> report a high copy number of osmolyte transporters in <italic>P. halocryophilus</italic> Or1 could indicate a high intracellular ionic strength. Whether this is also the case for <italic>Planococcus</italic> sp. AW02J18 is uncertain as the genome sequence is unknown.</p>
</sec>
<sec id="S4.SS4">
<title>P355 has cold-adaptive traits</title>
<p>We conducted an array of experiments to determine whether P355 is, in fact, a cold-adapted protease, including temperature optimum and stability, salt stability, Michaelis-Menten kinetics at two temperatures, and digestion of a large substrate at 0&#x00B0;C.</p>
<p>Thermal stability and temperature optimum are usually reduced for cold-adapted enzymes compared to their meso- and thermophilic counterparts (<xref ref-type="bibr" rid="B56">Siddiqui and Cavicchioli, 2006</xref>; <xref ref-type="bibr" rid="B26">Gerday, 2014</xref>). The proteases in this study showed increasing stability against thermal inactivation in the following order: P355, T0034, SC, and T0099 (<xref ref-type="fig" rid="F5">Figure 5</xref>). This showed that P355 is the most heat-labile protease in this study. Ice water (0&#x00B0;C) preserved the activity of the proteases after 120 h of incubation. <xref ref-type="bibr" rid="B57">Strongin et al. (1978)</xref> reported an ISP from <italic>B. subtilis</italic>, which retained all its activity after 2 months at 4&#x00B0;C. One should keep in mind that <italic>in vivo</italic> and <italic>in vitro</italic> experiments can differ; molecular crowding, molecular interactions, chaperones, and translation rates can influence protein stability (<xref ref-type="bibr" rid="B39">McGuffee and Elcock, 2010</xref>; <xref ref-type="bibr" rid="B27">Gershenson and Gierasch, 2011</xref>). Simply adding BSA has shown to enhance protease stability (<xref ref-type="bibr" rid="B43">Narinx et al., 1997</xref>).</p>
<p>The temperature optimum of P355 is equal to that of the putative thermophile T0099 (50&#x00B0;C), in contrast to what might be expected from a cold-adapted protease. However, it is not unheard of that some cold-active enzymes display a relatively high-temperature optimum (<xref ref-type="bibr" rid="B56">Siddiqui and Cavicchioli, 2006</xref>). The temperature optimum of T0034 determined in this study (60&#x00B0;C) is higher than previously determined by Bjerga et al. (45&#x00B0;C) (<xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>). This is most likely due to the difference in experimental approaches with and without a calcium-maturation step before assaying as described for the pH optimum experiments. The explanation for the higher temperature optimum of T0034 in this study is likely due to an improved thermal stability in the presence of calcium (<xref ref-type="bibr" rid="B63">Voordouw et al., 1976</xref>; <xref ref-type="bibr" rid="B61">Veltman et al., 1998</xref>; <xref ref-type="bibr" rid="B6">Bjerga et al., 2018</xref>). P355 showed much less activity at 65&#x00B0;C than the others due to its instability at 65&#x00B0;C (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<p>Chemical denaturation is usually correlated with thermal lability (<xref ref-type="bibr" rid="B14">D&#x2019;Amico et al., 2003</xref>). This trend is observed for urea (<xref ref-type="fig" rid="F6">Figure 6A</xref>), where increasing concentrations inactivate the ISPs and the ESP, and where P355 and T0034 are somewhat more sensitive to urea than the two other enzymes. Denaturation with Gnd (<xref ref-type="fig" rid="F6">Figure 6B</xref>) exhibits a more complex pattern with overlapping graphs: at lower range concentrations P355 activity is slightly enhanced, peaking at 125 mM Gnd, but a Student&#x2019;s <italic>t</italic>-test indicated no significant difference (<italic>p</italic> &#x003C; 0.05) between the lowest Gnd concentration (3.9 mM) and 125 mM Gnd. Overall, SC is the most stable protease in Gnd, while ISPs, and in particular T0034, are less stable.</p>
<p>Other indications of cold adaption in P355 are its relatively high catalytic constant (<italic>k</italic><sub><italic>cat</italic></sub>) and <italic>K</italic><sub><italic>m</italic></sub> compared to SC and T0099 (<xref ref-type="table" rid="T1">Table 1</xref>). The general increase in <italic>k</italic><sub><italic>cat</italic></sub> from 25 to 45&#x00B0;C likely accounts for the increase in <italic>K</italic><sub><italic>m</italic></sub>. However, <italic>K</italic><sub><italic>m</italic></sub> for T0034 decreased, which explains why the catalytic efficiency increased more for T0034 compared to the other proteases. The order of thermal and chemical (urea) stability correlates with <italic>k</italic><sub><italic>cat</italic></sub>, i.e., P355 has traded stability for higher activity (<xref ref-type="bibr" rid="B54">Santiago et al., 2016</xref>). A higher <italic>k</italic><sub><italic>cat</italic></sub> is explained by a lower energy of activation due to fewer intramolecular bonds&#x2013;accompanied by a higher entropy of activation&#x2013;that needs to be broken during a chemical reaction (<xref ref-type="bibr" rid="B19">Feller and Gerday, 2003</xref>; <xref ref-type="bibr" rid="B56">Siddiqui and Cavicchioli, 2006</xref>). SC showed intermediate values in line with previously reported parameters (<xref ref-type="bibr" rid="B17">Evans et al., 2000</xref>). <italic>k</italic><sub><italic>cat</italic></sub> for cold-adapted proteases decreases at a lower rate compared to thermophilic counterparts with decreasing temperature (<xref ref-type="bibr" rid="B2">&#x00C5;qvist et al., 2017</xref>). However, this was not the case for neither P355 nor T0034; their <italic>k</italic><sub><italic>cat</italic></sub> decreased relatively fast from 45 down to 25&#x00B0;C compared to T0099 and SC. Even so, <italic>k</italic><sub><italic>cat</italic></sub> for P355 and T0034 were still higher than T0099 and SC at both temperatures in line with the casein (<xref ref-type="fig" rid="F7">Figure 7B</xref>) and raBSA digest assays (<xref ref-type="fig" rid="F8">Figure 8</xref>). The digestion of raBSA demonstrates that P355 and T0034 have relatively high activity at 0&#x00B0;C compared to T0099 and SC. The tendencies discussed above regarding the kinetic assay and the casein and raBSA digestion assays still hold true when taking the relatively lower number of active sites of T0099 into account, which was roughly half compared to P355, T0034, and SC (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 6</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS1">9</xref>). <italic>k</italic><sub><italic>cat</italic></sub> of T0099 and digestion of casein and raBSA would approximately double but T0099 would still exhibit the lowest activity of all 4 proteases. The degradation patterns of raBSA differed, which likely reflects differences in substrate specificities between the proteases. MS/MS analysis of digested raBSA indicated a broad substrate specificity of the proteases used in this study; all proteases were able to cleave at hydrophobic, basic, and acidic residues at the P1 location. This has previously been shown for SC (<xref ref-type="bibr" rid="B17">Evans et al., 2000</xref>). They were also capable of cleaving at modified Cys residues (alkylated through reaction with iodoacetamide for MS analysis). An ISP able to cleave after Lys and hydrophobic residues has been reported previously (<xref ref-type="bibr" rid="B23">Gamble et al., 2012</xref>).</p>
<p>In summary, we produced and characterized a novel cold-adapted ISP (P355) from the <italic>P. halocryophilus</italic> Or1 genome. The putative mesophilic T0034 turned out to be a cold-adapted ISP like P355 and both showed activity-stability trade-off compared to T0099 and SC. All proteases in this study were active and stable at alkaline pH. P355 showed the highest thermal and chemical lability followed closely by T0034. Titration with NaCl and KCl enhanced P355 and T0034 activity considerably when using AAPF as a substrate, while NaCl decreased activity when using casein or raBSA as substrate, suggesting that substrate binding is affected by the ionic strength of the buffer. The <italic>k</italic><sub><italic>cat</italic></sub> values correlated well with the degree of casein and raBSA digestion; both P355 and T0034 exhibited higher <italic>k</italic><sub><italic>cat</italic></sub> values compared to T0099 and SC, which likely accounts for the higher digestion efficiency of casein (RT) and raBSA digestion (0&#x00B0;C) in line with the activity-stability trade-off characteristic in cold adaptation. Altogether, we conclude that P355 along with T0034 are cold-adapted proteases.</p>
</sec>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref>.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>CR and JE: conceptualization. CR and SH: methodology. CR: software, formal analysis, data curation, writing&#x2014;original draft, and visualization. CR and IT: investigation. JE, &#x00D8;L, and GB: resources. CR, MT, SH, &#x00D8;L, GB, PS, and CS: writing&#x2014;review and editing. JE and MT: supervision and project administration. JE and CS: funding acquisition. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Danish Council for Independent Research (DFF-8022-00385B) and the Novo Nordisk Foundation (BIO-MS) (NNF18OC0032724). GB and &#x00D8;L acknowledge financial support from the Norwegian Research Council (grant ID: 221568), and basic funding from NORCE Norwegian Research Centre.</p>
</sec>
<ack>
<p>We thank Professor Lyle Whyte for giving us access to the genome sequence of <italic>Planococcus halocryophilus</italic> Or1.</p>
</ack>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2023.1121857/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1121857/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>AAPF, N-Succinyl-Ala-Ala-Pro-Phe p-nitroanilide; DMSO, dimethylsulfoxide; ESP, extracellular subtilisin protease; Gnd, guanidium chloride; ISP, extracellular subtilisin protease; PVDF, polyvinylidene difluoride; raBSA, reduced and alkylated BSA; SC, Subtilisin Carlsberg; RT, room temperature.</p></fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aliyu</surname> <given-names>H.</given-names></name> <name><surname>Lebre</surname> <given-names>P.</given-names></name> <name><surname>Blom</surname> <given-names>J.</given-names></name> <name><surname>Cowan</surname> <given-names>D.</given-names></name> <name><surname>De Maayer</surname> <given-names>P.</given-names></name></person-group> (<year>2016</year>). <article-title>Phylogenomic re-assessment of the thermophilic genus <italic>Geobacillus</italic>.</article-title> <source><italic>Syst. Appl. Microbiol.</italic></source> <volume>39</volume> <fpage>527</fpage>&#x2013;<lpage>533</lpage>. <pub-id pub-id-type="doi">10.1016/j.syapm.2016.09.004</pub-id> <pub-id pub-id-type="pmid">27726901</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00C5;qvist</surname> <given-names>J.</given-names></name> <name><surname>Isaksen</surname> <given-names>G. V.</given-names></name> <name><surname>Brandsdal</surname> <given-names>B. O.</given-names></name></person-group> (<year>2017</year>). <article-title>Computation of enzyme cold adaptation.</article-title> <source><italic>Nat. Rev. Chem.</italic></source> <volume>1</volume>:<issue>0051</issue>. <pub-id pub-id-type="doi">10.1038/s41570-017-0051</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Attali</surname> <given-names>D.</given-names></name> <name><surname>Baker</surname> <given-names>C.</given-names></name></person-group> (<year>2019</year>). <source>ggExtra: Add Marginal Histograms to &#x2018;ggplot2&#x2019;, and More &#x2018;ggplot2&#x2019; Enhancements</source>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aziz</surname> <given-names>R. K.</given-names></name> <name><surname>Bartels</surname> <given-names>D.</given-names></name> <name><surname>Best</surname> <given-names>A. A.</given-names></name> <name><surname>DeJongh</surname> <given-names>M.</given-names></name> <name><surname>Disz</surname> <given-names>T.</given-names></name> <name><surname>Edwards</surname> <given-names>R. A.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>The RAST server: Rapid annotations using subsystems technology.</article-title> <source><italic>BMC Genomics</italic></source> <volume>9</volume>:<issue>75</issue>. <pub-id pub-id-type="doi">10.1186/1471-2164-9-75</pub-id> <pub-id pub-id-type="pmid">18261238</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhatia</surname> <given-names>R. K.</given-names></name> <name><surname>Ullah</surname> <given-names>S.</given-names></name> <name><surname>Hoque</surname> <given-names>M. Z.</given-names></name> <name><surname>Ahmad</surname> <given-names>I.</given-names></name> <name><surname>Yang</surname> <given-names>Y.-H.</given-names></name> <name><surname>Bhatt</surname> <given-names>A. K.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Psychrophiles: A source of cold-adapted enzymes for energy efficient biotechnological industrial processes.</article-title> <source><italic>J. Environ. Chem. Eng.</italic></source> <volume>9</volume>:<issue>104607</issue>. <pub-id pub-id-type="doi">10.1016/j.jece.2020.104607</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bjerga</surname> <given-names>G. E. K.</given-names></name> <name><surname>Larsen</surname> <given-names>&#x00D8;</given-names></name> <name><surname>Ars&#x0131;n</surname> <given-names>H.</given-names></name> <name><surname>Williamson</surname> <given-names>A.</given-names></name> <name><surname>Garc&#x00ED;a-Moyano</surname> <given-names>A.</given-names></name> <name><surname>Leiros</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Mutational analysis of the pro-peptide of a marine intracellular subtilisin protease supports its role in inhibition.</article-title> <source><italic>Proteins</italic></source> <volume>86</volume> <fpage>965</fpage>&#x2013;<lpage>977</lpage>. <pub-id pub-id-type="doi">10.1002/prot.25528</pub-id> <pub-id pub-id-type="pmid">29907987</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bjerga</surname> <given-names>G.</given-names></name> <name><surname>Arsin</surname> <given-names>H.</given-names></name> <name><surname>Larsen</surname> <given-names>O.</given-names></name> <name><surname>Puntervoll</surname> <given-names>P.</given-names></name> <name><surname>Kleivdal</surname> <given-names>H.</given-names></name></person-group> (<year>2016</year>). <article-title>A rapid solubility-optimized screening procedure for recombinant subtilisins in <italic>E. coli</italic>.</article-title> <source><italic>J. Biotechnol.</italic></source> <volume>222</volume> <fpage>38</fpage>&#x2013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbiotec.2016.02.009</pub-id> <pub-id pub-id-type="pmid">26854945</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braxton</surname> <given-names>S.</given-names></name> <name><surname>Wells</surname> <given-names>J. A.</given-names></name></person-group> (<year>1992</year>). <article-title>Incorporation of a stabilizing calcium-binding loop into subtilisin BPN&#x2019;.</article-title> <source><italic>Biochemistry</italic></source> <volume>31</volume> <fpage>7796</fpage>&#x2013;<lpage>7801</lpage>. <pub-id pub-id-type="doi">10.1021/bi00149a008</pub-id> <pub-id pub-id-type="pmid">1510966</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brettin</surname> <given-names>T.</given-names></name> <name><surname>Davis</surname> <given-names>J. J.</given-names></name> <name><surname>Disz</surname> <given-names>T.</given-names></name> <name><surname>Edwards</surname> <given-names>R. A.</given-names></name> <name><surname>Gerdes</surname> <given-names>S.</given-names></name> <name><surname>Olsen</surname> <given-names>G. J.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>RASTtk: A modular and extensible implementation of the RAST algorithm for building custom annotation pipelines and annotating batches of genomes.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>5</volume>:<issue>8365</issue>. <pub-id pub-id-type="doi">10.1038/srep08365</pub-id> <pub-id pub-id-type="pmid">25666585</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bruno</surname> <given-names>S.</given-names></name> <name><surname>Coppola</surname> <given-names>D.</given-names></name> <name><surname>di Prisco</surname> <given-names>G.</given-names></name> <name><surname>Giordano</surname> <given-names>D.</given-names></name> <name><surname>Verde</surname> <given-names>C.</given-names></name></person-group> (<year>2019</year>). <article-title>Enzymes from marine polar regions and their biotechnological applications.</article-title> <source><italic>Mar. Drugs</italic></source> <volume>17</volume>:<issue>544</issue>.</citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burnett</surname> <given-names>T. J.</given-names></name> <name><surname>Shankweiler</surname> <given-names>G. W.</given-names></name> <name><surname>Hageman</surname> <given-names>J. H.</given-names></name></person-group> (<year>1986</year>). <article-title>Activation of intracellular serine proteinase in <italic>Bacillus subtilis</italic> cells during sporulation.</article-title> <source><italic>J. Bacteriol.</italic></source> <volume>165</volume> <fpage>139</fpage>&#x2013;<lpage>145</lpage>. <pub-id pub-id-type="doi">10.1128/jb.165.1.139-145.1986</pub-id> <pub-id pub-id-type="pmid">3079745</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bury</surname> <given-names>A. F.</given-names></name></person-group> (<year>1981</year>). <article-title>Analysis of protein and peptide mixtures: Evaluation of three sodium dodecyl sulphate-polyacrylamide gel electrophoresis buffer systems.</article-title> <source><italic>J. Chromatogr. A</italic></source> <volume>213</volume> <fpage>491</fpage>&#x2013;<lpage>500</lpage>. <pub-id pub-id-type="doi">10.1016/S0021-9673(00)80500-2</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campitelli</surname> <given-names>E.</given-names></name></person-group> (<year>2022</year>). <source><italic>tagger: Adds tags to &#x2018;ggpot2&#x2019; facets.</italic></source></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>D&#x2019;Amico</surname> <given-names>S.</given-names></name> <name><surname>Marx</surname> <given-names>J.-C.</given-names></name> <name><surname>Gerday</surname> <given-names>C.</given-names></name> <name><surname>Feller</surname> <given-names>G.</given-names></name></person-group> (<year>2003</year>). <article-title>Activity-stability relationships in extremophilic enzymes.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>278</volume> <fpage>7891</fpage>&#x2013;<lpage>7896</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M212508200</pub-id> <pub-id pub-id-type="pmid">12511577</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davail</surname> <given-names>S.</given-names></name> <name><surname>Feller</surname> <given-names>G.</given-names></name> <name><surname>Narinx</surname> <given-names>E.</given-names></name> <name><surname>Gerday</surname> <given-names>C.</given-names></name></person-group> (<year>1994</year>). <article-title>Cold adaptation of proteins. Purification, characterization, and sequence of the heat-labile subtilisin from the antarctic psychrophile Bacillus TA41.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>269</volume> <fpage>17448</fpage>&#x2013;<lpage>17453</lpage>. <pub-id pub-id-type="pmid">8021248</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dyrlund</surname> <given-names>T. F.</given-names></name> <name><surname>Poulsen</surname> <given-names>E. T.</given-names></name> <name><surname>Scavenius</surname> <given-names>C.</given-names></name> <name><surname>Sanggaard</surname> <given-names>K. W.</given-names></name> <name><surname>Enghild</surname> <given-names>J. J.</given-names></name></person-group> (<year>2012</year>). <article-title>MS data miner: A web-based software tool to analyze, compare, and share mass spectrometry protein identifications.</article-title> <source><italic>Proteomics</italic></source> <volume>12</volume> <fpage>2792</fpage>&#x2013;<lpage>2796</lpage>. <pub-id pub-id-type="doi">10.1002/pmic.201200109</pub-id> <pub-id pub-id-type="pmid">22833312</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Evans</surname> <given-names>K. L.</given-names></name> <name><surname>Crowder</surname> <given-names>J.</given-names></name> <name><surname>Miller</surname> <given-names>E. S.</given-names></name></person-group> (<year>2000</year>). <article-title>Subtilisins of <italic>Bacillus</italic> spp. hydrolyze keratin and allow growth on feathers.</article-title> <source><italic>Can. J. Microbiol.</italic></source> <volume>46</volume> <fpage>1004</fpage>&#x2013;<lpage>1011</lpage>. <pub-id pub-id-type="doi">10.1139/w00-085</pub-id> <pub-id pub-id-type="pmid">11109488</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fasim</surname> <given-names>A.</given-names></name> <name><surname>More</surname> <given-names>V. S.</given-names></name> <name><surname>More</surname> <given-names>S. S.</given-names></name></person-group> (<year>2021</year>). <article-title>Large-scale production of enzymes for biotechnology uses.</article-title> <source><italic>Curr. Opin. Biotechnol.</italic></source> <volume>69</volume> <fpage>68</fpage>&#x2013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1016/j.copbio.2020.12.002</pub-id> <pub-id pub-id-type="pmid">33388493</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feller</surname> <given-names>G.</given-names></name> <name><surname>Gerday</surname> <given-names>C.</given-names></name></person-group> (<year>2003</year>). <article-title>Psychrophilic enzymes: Hot topics in cold adaptation.</article-title> <source><italic>Nat. Rev. Microbiol.</italic></source> <volume>1</volume> <fpage>200</fpage>&#x2013;<lpage>208</lpage>. <pub-id pub-id-type="doi">10.1038/nrmicro773</pub-id> <pub-id pub-id-type="pmid">15035024</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feller</surname> <given-names>G.</given-names></name> <name><surname>Lonhienne</surname> <given-names>T.</given-names></name> <name><surname>Deroanne</surname> <given-names>C.</given-names></name> <name><surname>Libioulle</surname> <given-names>C.</given-names></name> <name><surname>Van Beeumen</surname> <given-names>J.</given-names></name> <name><surname>Gerday</surname> <given-names>C.</given-names></name></person-group> (<year>1992</year>). <article-title>Purification, characterization, and nucleotide sequence of the thermolabile alpha-amylase from the antarctic psychrotroph <italic>Alteromonas haloplanctis</italic> A23.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>267</volume> <fpage>5217</fpage>&#x2013;<lpage>5221</lpage>. <pub-id pub-id-type="doi">10.1016/S0021-9258(18)42754-8</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fujinami</surname> <given-names>S.</given-names></name> <name><surname>Fujisawa</surname> <given-names>M.</given-names></name></person-group> (<year>2010</year>). <article-title>Industrial applications of alkaliphiles and their enzymes &#x2013; past, present and future.</article-title> <source><italic>Environ. Technol.</italic></source> <volume>31</volume> <fpage>845</fpage>&#x2013;<lpage>856</lpage>. <pub-id pub-id-type="doi">10.1080/09593331003762807</pub-id> <pub-id pub-id-type="pmid">20662376</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Furhan</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Adaptation, production, and biotechnological potential of cold-adapted proteases from psychrophiles and psychrotrophs: Recent overview.</article-title> <source><italic>J. Genet. Eng. Biotechnol.</italic></source> <volume>18</volume>:<issue>36</issue>. <pub-id pub-id-type="doi">10.1186/s43141-020-00053-7</pub-id> <pub-id pub-id-type="pmid">32725297</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gamble</surname> <given-names>M.</given-names></name> <name><surname>K&#x00FC;nze</surname> <given-names>G.</given-names></name> <name><surname>Brancale</surname> <given-names>A.</given-names></name> <name><surname>Wilson</surname> <given-names>K. S.</given-names></name> <name><surname>Jones</surname> <given-names>D. D.</given-names></name></person-group> (<year>2012</year>). <article-title>The role of substrate specificity and metal binding in defining the activity and structure of an intracellular subtilisin.</article-title> <source><italic>FEBS Open Bio</italic></source> <volume>2</volume> <fpage>209</fpage>&#x2013;<lpage>215</lpage>. <pub-id pub-id-type="doi">10.1016/j.fob.2012.07.001</pub-id> <pub-id pub-id-type="pmid">23650602</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gamble</surname> <given-names>M.</given-names></name> <name><surname>K&#x00FC;nze</surname> <given-names>G.</given-names></name> <name><surname>Dodson</surname> <given-names>E. J.</given-names></name> <name><surname>Wilson</surname> <given-names>K. S.</given-names></name> <name><surname>Jones</surname> <given-names>D. D.</given-names></name></person-group> (<year>2011</year>). <article-title>Regulation of an intracellular subtilisin protease activity by a short propeptide sequence through an original combined dual mechanism.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>108</volume> <fpage>3536</fpage>&#x2013;<lpage>3541</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1014229108</pub-id> <pub-id pub-id-type="pmid">21307308</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gasteiger</surname> <given-names>E.</given-names></name> <name><surname>Hoogland</surname> <given-names>C.</given-names></name> <name><surname>Gattiker</surname> <given-names>A.</given-names></name> <name><surname>Duvaud</surname> <given-names>S. e.</given-names></name> <name><surname>Wilkins</surname> <given-names>M. R.</given-names></name> <name><surname>Appel</surname> <given-names>R. D.</given-names></name><etal/></person-group> (<year>2005</year>). &#x201C;<article-title>Protein identification and analysis tools on the ExPASy server</article-title>,&#x201D; in <source><italic>The proteomics protocols handbook</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Walker</surname> <given-names>J. M.</given-names></name></person-group> (<publisher-loc>Totowa, NJ</publisher-loc>: <publisher-name>Humana Press</publisher-name>), <fpage>571</fpage>&#x2013;<lpage>607</lpage>.</citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gerday</surname> <given-names>C.</given-names></name></person-group> (<year>2014</year>). &#x201C;<article-title>Fundamentals of cold-active enzymes</article-title>,&#x201D; in <source><italic>Cold-adapted Yeasts: Biodiversity, adaptation strategies and biotechnological significance</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Buzzini</surname> <given-names>P.</given-names></name> <name><surname>Margesin</surname> <given-names>R.</given-names></name></person-group> (<publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer Berlin Heidelberg</publisher-name>), <fpage>325</fpage>&#x2013;<lpage>350</lpage>.</citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gershenson</surname> <given-names>A.</given-names></name> <name><surname>Gierasch</surname> <given-names>L. M.</given-names></name></person-group> (<year>2011</year>). <article-title>Protein folding in the cell: Challenges and progress.</article-title> <source><italic>Curr. Opin. Struct. Biol.</italic></source> <volume>21</volume> <fpage>32</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1016/j.sbi.2010.11.001</pub-id> <pub-id pub-id-type="pmid">21112769</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goordial</surname> <given-names>J.</given-names></name> <name><surname>Whyte</surname> <given-names>L.</given-names></name></person-group> (<year>2014</year>). &#x201C;<article-title>Microbial life in antarctic permafrost environments</article-title>,&#x201D; in <source><italic>Antarctic terrestrial microbiology: Physical and biological properties of antarctic soils</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Cowan</surname> <given-names>D. A.</given-names></name></person-group> (<publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer Berlin Heidelberg</publisher-name>), <fpage>217</fpage>&#x2013;<lpage>232</lpage>.</citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goordial</surname> <given-names>J.</given-names></name> <name><surname>Davila</surname> <given-names>A.</given-names></name> <name><surname>Greer</surname> <given-names>C. W.</given-names></name> <name><surname>Cannam</surname> <given-names>R.</given-names></name> <name><surname>DiRuggiero</surname> <given-names>J.</given-names></name> <name><surname>McKay</surname> <given-names>C. P.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Comparative activity and functional ecology of permafrost soils and lithic niches in a hyper-arid polar desert.</article-title> <source><italic>Environ. Microbiol.</italic></source> <volume>19</volume> <fpage>443</fpage>&#x2013;<lpage>458</lpage>. <pub-id pub-id-type="doi">10.1111/1462-2920.13353</pub-id> <pub-id pub-id-type="pmid">27129741</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Groen</surname> <given-names>H.</given-names></name> <name><surname>Meldal</surname> <given-names>M.</given-names></name> <name><surname>Breddam</surname> <given-names>K.</given-names></name></person-group> (<year>1992</year>). <article-title>Extensive comparison of the substrate preferences of two subtilisins as determined with peptide substrates which are based on the principle of intramolecular quenching.</article-title> <source><italic>Biochemistry</italic></source> <volume>31</volume> <fpage>6011</fpage>&#x2013;<lpage>6018</lpage>. <pub-id pub-id-type="doi">10.1021/bi00141a008</pub-id> <pub-id pub-id-type="pmid">1627543</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hofer</surname> <given-names>F.</given-names></name> <name><surname>Kraml</surname> <given-names>J.</given-names></name> <name><surname>Kahler</surname> <given-names>U.</given-names></name> <name><surname>Kamenik</surname> <given-names>A. S.</given-names></name> <name><surname>Liedl</surname> <given-names>K. R.</given-names></name></person-group> (<year>2020</year>). <article-title>Catalytic site pKa values of aspartic, cysteine, and serine proteases: Constant pH MD simulations.</article-title> <source><italic>J. Chem. Inform. Model.</italic></source> <volume>60</volume> <fpage>3030</fpage>&#x2013;<lpage>3042</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jcim.0c00190</pub-id> <pub-id pub-id-type="pmid">32348143</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ikemura</surname> <given-names>H.</given-names></name> <name><surname>Inouye</surname> <given-names>M.</given-names></name></person-group> (<year>1988</year>). <article-title>In vitro processing of pro-subtilisin produced in <italic>Escherichia coli</italic>.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>263</volume> <fpage>12959</fpage>&#x2013;<lpage>12963</lpage>. <pub-id pub-id-type="doi">10.1016/S0021-9258(18)37656-7</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ikemura</surname> <given-names>H.</given-names></name> <name><surname>Takagi</surname> <given-names>H.</given-names></name> <name><surname>Inouye</surname> <given-names>M.</given-names></name></person-group> (<year>1987</year>). <article-title>Requirement of pro-sequence for the production of active subtilisin E in <italic>Escherichia coli</italic>.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>262</volume> <fpage>7859</fpage>&#x2013;<lpage>7864</lpage>. <pub-id pub-id-type="pmid">3108260</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname> <given-names>P.</given-names></name> <name><surname>Binns</surname> <given-names>D.</given-names></name> <name><surname>Chang</surname> <given-names>H.-Y.</given-names></name> <name><surname>Fraser</surname> <given-names>M.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name> <name><surname>McAnulla</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>InterProScan 5: genome-scale protein function classification.</article-title> <source><italic>Bioinformatics</italic></source> <volume>30</volume> <fpage>1236</fpage>&#x2013;<lpage>1240</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btu031</pub-id> <pub-id pub-id-type="pmid">24451626</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koide</surname> <given-names>Y.</given-names></name> <name><surname>Nakamura</surname> <given-names>A.</given-names></name> <name><surname>Uozumi</surname> <given-names>T.</given-names></name> <name><surname>Beppu</surname> <given-names>T.</given-names></name></person-group> (<year>1986</year>). <article-title>Cloning and sequencing of the major intracellular serine protease gene of <italic>Bacillus subtilis</italic>.</article-title> <source><italic>J. Bacteriol.</italic></source> <volume>167</volume> <fpage>110</fpage>&#x2013;<lpage>116</lpage>. <pub-id pub-id-type="doi">10.1128/jb.167.1.110-116.1986</pub-id> <pub-id pub-id-type="pmid">3087947</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Linderstr&#x00F8;m-Lang</surname> <given-names>K.</given-names></name> <name><surname>Ottesen</surname> <given-names>M.</given-names></name></person-group> (<year>1947</year>). <article-title>A new protein from ovalbumin.</article-title> <source><italic>Nature</italic></source> <volume>159</volume> <fpage>807</fpage>&#x2013;<lpage>808</lpage>. <pub-id pub-id-type="doi">10.1038/159807a0</pub-id> <pub-id pub-id-type="pmid">20248884</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lylloff</surname> <given-names>J. E.</given-names></name> <name><surname>Hansen</surname> <given-names>L. B. S.</given-names></name> <name><surname>Jepsen</surname> <given-names>M.</given-names></name> <name><surname>Sanggaard</surname> <given-names>K. W.</given-names></name> <name><surname>Vester</surname> <given-names>J. K.</given-names></name> <name><surname>Enghild</surname> <given-names>J. J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Genomic and exoproteomic analyses of cold- and alkaline-adapted bacteria reveal an abundance of secreted subtilisin-like proteases.</article-title> <source><italic>Microbial Biotechnol.</italic></source> <volume>9</volume> <fpage>245</fpage>&#x2013;<lpage>256</lpage>. <pub-id pub-id-type="doi">10.1111/1751-7915.12343</pub-id> <pub-id pub-id-type="pmid">26834075</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matsudaira</surname> <given-names>P.</given-names></name></person-group> (<year>1987</year>). <article-title>Sequence from picomole quantities of proteins electroblotted onto polyvinylidene difluoride membranes.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>262</volume> <fpage>10035</fpage>&#x2013;<lpage>10038</lpage>.</citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGuffee</surname> <given-names>S. R.</given-names></name> <name><surname>Elcock</surname> <given-names>A. H.</given-names></name></person-group> (<year>2010</year>). <article-title>Diffusion, crowding &#x0026; protein stability in a dynamic molecular model of the bacterial cytoplasm.</article-title> <source><italic>PLoS Comput. Biol.</italic></source> <volume>6</volume>:<issue>e1000694</issue>. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1000694</pub-id> <pub-id pub-id-type="pmid">20221255</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McKinnon Edwards</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <source><italic>lemon: Freshing Up your &#x2018;ggplot2&#x2019; Plots.</italic></source></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mykytczuk</surname> <given-names>N. C. S.</given-names></name> <name><surname>Foote</surname> <given-names>S. J.</given-names></name> <name><surname>Omelon</surname> <given-names>C. R.</given-names></name> <name><surname>Southam</surname> <given-names>G.</given-names></name> <name><surname>Greer</surname> <given-names>C. W.</given-names></name> <name><surname>Whyte</surname> <given-names>L. G.</given-names></name></person-group> (<year>2013</year>). <article-title>Bacterial growth at &#x2013;15<sup>&#x00B0;</sup>C; molecular insights from the permafrost bacterium <italic>Planococcus halocryophilus</italic> Or1.</article-title> <source><italic>ISME J.</italic></source> <volume>7</volume> <fpage>1211</fpage>&#x2013;<lpage>1226</lpage>. <pub-id pub-id-type="doi">10.1038/ismej.2013.8</pub-id> <pub-id pub-id-type="pmid">23389107</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mykytczuk</surname> <given-names>N. C. S.</given-names></name> <name><surname>Wilhelm</surname> <given-names>R. C.</given-names></name> <name><surname>Whyte</surname> <given-names>L. G.</given-names></name></person-group> (<year>2012</year>). <article-title><italic>Planococcus halocryophilus</italic> sp. nov., an extreme sub-zero species from high Arctic permafrost.</article-title> <source><italic>Int. J. Syst. Evol. Microbiol.</italic></source> <volume>62(Pt 8)</volume> <fpage>1937</fpage>&#x2013;<lpage>1944</lpage>. <pub-id pub-id-type="doi">10.1099/ijs.0.035782-0</pub-id> <pub-id pub-id-type="pmid">22003043</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Narinx</surname> <given-names>E.</given-names></name> <name><surname>Baise</surname> <given-names>E.</given-names></name> <name><surname>Gerday</surname> <given-names>C.</given-names></name></person-group> (<year>1997</year>). <article-title>Subtilisin from psychrophilic Antarctic bacteria: Characterization and site-directed mutagenesis of residues possibly involved in the adaptation to cold.</article-title> <source><italic>Protein Eng. Design Select.</italic></source> <volume>10</volume> <fpage>1271</fpage>&#x2013;<lpage>1279</lpage>. <pub-id pub-id-type="doi">10.1093/protein/10.11.1271</pub-id> <pub-id pub-id-type="pmid">9514115</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neurath</surname> <given-names>H.</given-names></name> <name><surname>Walsh</surname> <given-names>K. A.</given-names></name></person-group> (<year>1976</year>). <article-title>Role of proteolytic enzymes in biological regulation (a review).</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>73</volume> <fpage>3825</fpage>&#x2013;<lpage>3832</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.73.11.3825</pub-id> <pub-id pub-id-type="pmid">1069267</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nielsen</surname> <given-names>H.</given-names></name> <name><surname>Engelbrecht</surname> <given-names>J.</given-names></name> <name><surname>Brunak</surname> <given-names>S.</given-names></name> <name><surname>von Heijne</surname> <given-names>G.</given-names></name></person-group> (<year>1997</year>). <article-title>Identification of prokaryotic and eukaryotic signal peptides and prediction of their cleavage sites.</article-title> <source><italic>Protein Eng.</italic></source> <volume>10</volume> <fpage>1</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1093/protein/10.1.1</pub-id> <pub-id pub-id-type="pmid">9051728</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohta</surname> <given-names>Y.</given-names></name> <name><surname>Hojo</surname> <given-names>H.</given-names></name> <name><surname>Aimoto</surname> <given-names>S.</given-names></name> <name><surname>Kobayashi</surname> <given-names>T.</given-names></name> <name><surname>Zhu</surname> <given-names>X.</given-names></name> <name><surname>Jordan</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>1991</year>). <article-title>Pro-peptide as an intermolecular chaperone: Renaturation of denatured subtilisin E with a synthetic pro-peptide.</article-title> <source><italic>Mol. Microbiol.</italic></source> <volume>5</volume> <fpage>1507</fpage>&#x2013;<lpage>1510</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2958.1991.tb00797.x</pub-id> <pub-id pub-id-type="pmid">1686294</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Orrego</surname> <given-names>C.</given-names></name> <name><surname>Kerjan</surname> <given-names>P.</given-names></name> <name><surname>Manca de Nadra</surname> <given-names>M. C.</given-names></name> <name><surname>Szulmajster</surname> <given-names>J.</given-names></name></person-group> (<year>1973</year>). <article-title>Ribonucleic acid polymerase in a thermosensitive sporulation mutant (ts-4) of <italic>Bacillus subtilis</italic>.</article-title> <source><italic>J. Bacteriol.</italic></source> <volume>116</volume> <fpage>636</fpage>&#x2013;<lpage>647</lpage>. <pub-id pub-id-type="doi">10.1128/jb.116.2.636-647.1973</pub-id> <pub-id pub-id-type="pmid">4200851</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ortega</surname> <given-names>G.</given-names></name> <name><surname>La&#x00ED;n</surname> <given-names>A.</given-names></name> <name><surname>Tadeo</surname> <given-names>X.</given-names></name> <name><surname>L&#x00F3;pez-M&#x00E9;ndez</surname> <given-names>B.</given-names></name> <name><surname>Casta&#x00F1;o</surname> <given-names>D.</given-names></name> <name><surname>Millet</surname> <given-names>O.</given-names></name></person-group> (<year>2011</year>). <article-title>Halophilic enzyme activation induced by salts.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>1</volume>:<issue>6</issue>. <pub-id pub-id-type="doi">10.1038/srep00006</pub-id> <pub-id pub-id-type="pmid">22355525</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname> <given-names>H. J.</given-names></name> <name><surname>Lee</surname> <given-names>C. W.</given-names></name> <name><surname>Kim</surname> <given-names>D.</given-names></name> <name><surname>Do</surname> <given-names>H.</given-names></name> <name><surname>Han</surname> <given-names>S. J.</given-names></name> <name><surname>Kim</surname> <given-names>J. E.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Crystal structure of a cold-active protease (Pro21717) from the psychrophilic bacterium, <italic>Pseudoalteromonas arctica</italic> PAMC 21717, at 1.4 &#x00C5; resolution: Structural adaptations to cold and functional analysis of a laundry detergent enzyme.</article-title> <source><italic>PLoS One</italic></source> <volume>13</volume>:<issue>e0191740</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0191740</pub-id> <pub-id pub-id-type="pmid">29466378</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pereira</surname> <given-names>J. Q.</given-names></name> <name><surname>Ambrosini</surname> <given-names>A.</given-names></name> <name><surname>Passaglia</surname> <given-names>L. M. P.</given-names></name> <name><surname>Brandelli</surname> <given-names>A.</given-names></name></person-group> (<year>2017</year>). <article-title>A new cold-adapted serine peptidase from Antarctic <italic>Lysobacter</italic> sp. A03: Insights about enzyme activity at low temperatures.</article-title> <source><italic>Int. J. Biol. Macromol.</italic></source> <volume>103</volume> <fpage>854</fpage>&#x2013;<lpage>862</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijbiomac.2017.05.142</pub-id> <pub-id pub-id-type="pmid">28552726</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><collab>R Core Team</collab> (<year>2021</year>). <source><italic>R: A language and environment for statistical computing.</italic></source> <publisher-loc>Vienna</publisher-loc>: <publisher-name>R Foundation for Statistical Computing</publisher-name>.</citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ritz</surname> <given-names>C.</given-names></name> <name><surname>Baty</surname> <given-names>F.</given-names></name> <name><surname>Streibig</surname> <given-names>J. C.</given-names></name> <name><surname>Gerhard</surname> <given-names>D.</given-names></name></person-group> (<year>2016</year>). <article-title>Dose-Response Analysis Using R.</article-title> <source><italic>PLoS One</italic></source> <volume>10</volume>:<issue>e0146021</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0146021</pub-id> <pub-id pub-id-type="pmid">26717316</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><collab>RStudio Team</collab> (<year>2020</year>). <source><italic>RStudio: Integrated development for R.</italic></source> <publisher-loc>Boston, MA</publisher-loc>: <publisher-name>RStudio, PBC</publisher-name>.</citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santiago</surname> <given-names>M.</given-names></name> <name><surname>Ram&#x00ED;rez-Sarmiento</surname> <given-names>C. A.</given-names></name> <name><surname>Zamora</surname> <given-names>R. A.</given-names></name> <name><surname>Parra</surname> <given-names>L. P.</given-names></name></person-group> (<year>2016</year>). <article-title>Discovery, molecular mechanisms, and industrial applications of cold-active enzymes.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>7</volume>:<issue>1408</issue>. <pub-id pub-id-type="doi">10.3389/fmicb.2016.01408</pub-id> <pub-id pub-id-type="pmid">27667987</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarmiento</surname> <given-names>F.</given-names></name> <name><surname>Peralta</surname> <given-names>R.</given-names></name> <name><surname>Blamey</surname> <given-names>J. M.</given-names></name></person-group> (<year>2015</year>). <article-title>Cold and hot extremozymes: Industrial relevance and current trends.</article-title> <source><italic>Front. Bioeng. Biotechnol.</italic></source> <volume>3</volume>:<issue>148</issue>. <pub-id pub-id-type="doi">10.3389/fbioe.2015.00148</pub-id> <pub-id pub-id-type="pmid">26539430</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siddiqui</surname> <given-names>K. S.</given-names></name> <name><surname>Cavicchioli</surname> <given-names>R.</given-names></name></person-group> (<year>2006</year>). <article-title>Cold-adapted enzymes.</article-title> <source><italic>Annu. Rev. Biochem.</italic></source> <volume>75</volume> <fpage>403</fpage>&#x2013;<lpage>433</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.biochem.75.103004.142723</pub-id> <pub-id pub-id-type="pmid">16756497</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Strongin</surname> <given-names>A. Y.</given-names></name> <name><surname>Izotova</surname> <given-names>L. S.</given-names></name> <name><surname>Abramov</surname> <given-names>Z. T.</given-names></name> <name><surname>Gorodetsky</surname> <given-names>D. I.</given-names></name> <name><surname>Ermakova</surname> <given-names>L. M.</given-names></name> <name><surname>Baratova</surname> <given-names>L. A.</given-names></name><etal/></person-group> (<year>1978</year>). <article-title>Intracellular serine protease of <italic>Bacillus subtilis</italic>: sequence homology with extracellular subtilisins.</article-title> <source><italic>J. Bacteriol.</italic></source> <volume>133</volume> <fpage>1401</fpage>&#x2013;<lpage>1411</lpage>. <pub-id pub-id-type="doi">10.1128/jb.133.3.1401-1411.1978</pub-id> <pub-id pub-id-type="pmid">25266</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Takekawa</surname> <given-names>S.</given-names></name> <name><surname>Uozumi</surname> <given-names>N.</given-names></name> <name><surname>Tsukagoshi</surname> <given-names>N.</given-names></name> <name><surname>Udaka</surname> <given-names>S.</given-names></name></person-group> (<year>1991</year>). <article-title>Proteases involved in generation of beta- and alpha-amylases from a large amylase precursor in <italic>Bacillus polymyxa</italic>.</article-title> <source><italic>J. Bacteriol.</italic></source> <volume>173</volume> <fpage>6820</fpage>&#x2013;<lpage>6825</lpage>. <pub-id pub-id-type="doi">10.1128/jb.173.21.6820-6825.1991</pub-id> <pub-id pub-id-type="pmid">1834632</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Teufel</surname> <given-names>F.</given-names></name> <name><surname>Almagro Armenteros</surname> <given-names>J. J.</given-names></name> <name><surname>Johansen</surname> <given-names>A. R.</given-names></name> <name><surname>G&#x00ED;slason</surname> <given-names>M. H.</given-names></name> <name><surname>Pihl</surname> <given-names>S. I.</given-names></name> <name><surname>Tsirigos</surname> <given-names>K. D.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>SignalP 6.0 predicts all five types of signal peptides using protein language models.</article-title> <source><italic>Nat. Biotechnol.</italic></source> <volume>40</volume> <fpage>1023</fpage>&#x2013;<lpage>1025</lpage>. <pub-id pub-id-type="doi">10.1038/s41587-021-01156-3</pub-id> <pub-id pub-id-type="pmid">34980915</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tindbaek</surname> <given-names>N.</given-names></name> <name><surname>Svendsen</surname> <given-names>A.</given-names></name> <name><surname>Oestergaard</surname> <given-names>P. R.</given-names></name> <name><surname>Draborg</surname> <given-names>H.</given-names></name></person-group> (<year>2004</year>). <article-title>Engineering a substrate-specific cold-adapted subtilisin.</article-title> <source><italic>Protein Eng. Design Select.</italic></source> <volume>17</volume> <fpage>149</fpage>&#x2013;<lpage>156</lpage>. <pub-id pub-id-type="doi">10.1093/protein/gzh019</pub-id> <pub-id pub-id-type="pmid">15047911</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veltman</surname> <given-names>O. R.</given-names></name> <name><surname>Vriend</surname> <given-names>G.</given-names></name> <name><surname>Berendsen</surname> <given-names>H. J. C.</given-names></name> <name><surname>Van den Burg</surname> <given-names>B.</given-names></name> <name><surname>Venema</surname> <given-names>G.</given-names></name> <name><surname>Eijsink</surname> <given-names>V. G. H.</given-names></name></person-group> (<year>1998</year>). <article-title>A single calcium binding site is crucial for the calcium-dependent thermal stability of thermolysin-like proteases.</article-title> <source><italic>Biochemistry</italic></source> <volume>37</volume> <fpage>5312</fpage>&#x2013;<lpage>5319</lpage>. <pub-id pub-id-type="doi">10.1021/bi9725879</pub-id> <pub-id pub-id-type="pmid">9548763</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>V&#x00E9;vodov&#x00E1;</surname> <given-names>J.</given-names></name> <name><surname>Gamble</surname> <given-names>M.</given-names></name> <name><surname>K&#x00FC;nze</surname> <given-names>G.</given-names></name> <name><surname>Ariza</surname> <given-names>A.</given-names></name> <name><surname>Dodson</surname> <given-names>E.</given-names></name> <name><surname>Jones</surname> <given-names>D. D.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Crystal structure of an Intracellular subtilisin reveals novel structural features unique to this subtilisin family.</article-title> <source><italic>Structure</italic></source> <volume>18</volume> <fpage>744</fpage>&#x2013;<lpage>755</lpage>. <pub-id pub-id-type="doi">10.1016/j.str.2010.03.008</pub-id> <pub-id pub-id-type="pmid">20541512</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Voordouw</surname> <given-names>G.</given-names></name> <name><surname>Milo</surname> <given-names>C.</given-names></name> <name><surname>Roche</surname> <given-names>R. S.</given-names></name></person-group> (<year>1976</year>). <article-title>Role of bound calcium ions in thermostable, proteolytic enzymes. Separation of intrinsic and calcium ion contributions to the kinetic thermal stability.</article-title> <source><italic>Biochemistry</italic></source> <volume>15</volume> <fpage>3716</fpage>&#x2013;<lpage>3724</lpage>. <pub-id pub-id-type="doi">10.1021/bi00662a012</pub-id> <pub-id pub-id-type="pmid">8092</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wickham</surname> <given-names>H.</given-names></name> <name><surname>Bryan</surname> <given-names>J.</given-names></name></person-group> (<year>2019</year>). <source><italic>readxl: Read Excel Files.</italic></source></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wickham</surname> <given-names>H.</given-names></name> <name><surname>Averick</surname> <given-names>M.</given-names></name> <name><surname>Bryan</surname> <given-names>J.</given-names></name> <name><surname>Chang</surname> <given-names>W.</given-names></name> <name><surname>D&#x2019;Agostino McGowan</surname> <given-names>L.</given-names></name></person-group> (<year>2019</year>). <article-title>Welcome to the {tidyverse}.</article-title> <source><italic>J. Open Sour. Softw.</italic></source> <volume>4</volume>:<issue>1686</issue>. <pub-id pub-id-type="doi">10.21105/joss.01686</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wilhelm</surname> <given-names>R. C.</given-names></name> <name><surname>Radtke</surname> <given-names>K. J.</given-names></name> <name><surname>Mykytczuk</surname> <given-names>N. C. S.</given-names></name> <name><surname>Greer</surname> <given-names>C. W.</given-names></name> <name><surname>Whyte</surname> <given-names>L. G.</given-names></name></person-group> (<year>2012</year>). <article-title>Life at the wedge: The activity and diversity of arctic ice wedge microbial communities.</article-title> <source><italic>Astrobiology</italic></source> <volume>12</volume> <fpage>347</fpage>&#x2013;<lpage>360</lpage>. <pub-id pub-id-type="doi">10.1089/ast.2011.0730</pub-id> <pub-id pub-id-type="pmid">22519974</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wintrode</surname> <given-names>P. L.</given-names></name> <name><surname>Miyazaki</surname> <given-names>K.</given-names></name> <name><surname>Arnold</surname> <given-names>F. H.</given-names></name></person-group> (<year>2000</year>). <article-title>Cold adaptation of a mesophilic subtilisin-like protease by laboratory evolution.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>275</volume> <fpage>31635</fpage>&#x2013;<lpage>31640</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M004503200</pub-id> <pub-id pub-id-type="pmid">10906329</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Sanders</surname> <given-names>J. P.</given-names></name> <name><surname>Xiao</surname> <given-names>T. T.</given-names></name> <name><surname>Bruins</surname> <given-names>M. E.</given-names></name></person-group> (<year>2015</year>). <article-title>how does alkali aid protein extraction in green tea leaf residue: A basis for integrated biorefinery of leaves.</article-title> <source><italic>PLoS One</italic></source> <volume>10</volume>:<issue>e0133046</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0133046</pub-id> <pub-id pub-id-type="pmid">26200774</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>X.</given-names></name> <name><surname>Ohta</surname> <given-names>Y.</given-names></name> <name><surname>Jordan</surname> <given-names>F.</given-names></name> <name><surname>Inouye</surname> <given-names>M.</given-names></name></person-group> (<year>1989</year>). <article-title>Pro-sequence of subtilisin can guide the refolding of denatured subtilisin in an intermolecular process.</article-title> <source><italic>Nature</italic></source> <volume>339</volume> <fpage>483</fpage>&#x2013;<lpage>484</lpage>. <pub-id pub-id-type="doi">10.1038/339483a0</pub-id> <pub-id pub-id-type="pmid">2657436</pub-id></citation></ref>
</ref-list>
</back>
</article>
