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<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.2025.1662394</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>Expression and characterization of Est2: a novel cold-adapted esterase from Antarctic bacterium defining the new esterase family XXII</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>He</surname><given-names>Yuanfang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname><given-names>Zeyuan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Zhang</surname><given-names>Xiying</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Xing</surname><given-names>Shu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>He</surname><given-names>Hailun</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Bielicki</surname><given-names>John Kevin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Zhou</surname><given-names>Mingyang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>School of Chemistry and Chemical Engineering, Qilu University of Technology (Shandong Academy of Sciences)</institution>, <addr-line>Jinan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>State Key Laboratory of Microbial Technology, Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Life Sciences, State Key Laboratory of Medical Genetics, Central South University</institution>, <addr-line>Changsha</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0007">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/837168/overview">Ram Karan</ext-link>, University of Delhi, India</p></fn>
<fn fn-type="edited-by" id="fn0008">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/101008/overview">Rie Yatsunami</ext-link>, Tokyo Institute of Technology, Japan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/860930/overview">Marco Mangiagalli</ext-link>, University of Milano-Bicocca, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Mingyang Zhou, <email>myzhou@qlu.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1662394</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 He, Sun, Zhang, Xing, He, Bielicki and Zhou.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>He, Sun, Zhang, Xing, He, Bielicki and Zhou</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>Extremozymes from Antarctic microbiota represent a potential source of unique biocatalysts. In this study, a novel esterase gene <italic>est2</italic> was identified from the Antarctic bacterium <italic>Pseudomonas</italic> sp. A6-5. Phylogenetic and sequence analyses classified it as the founding member of a new esterase family XXII. The catalytic triad of the enzyme consisted of Ser<sup>141</sup>, Asp<sup>275</sup>, and His<sup>303</sup>, with the nucleophilic Ser<sup>141</sup> situated within the characteristic GXSXG motif of &#x03B1;/&#x03B2;-hydrolases. Est2 exhibited remarkable cold-adaptation where 20&#x2013;85% of the maximum activity was observed at temperatures ranging from 0 to 15&#x00B0;C. Substrate specificity profiling revealed preferential hydrolysis of medium-chain <italic>p</italic>-nitrophenyl esters and triglyceride emulsions. Enzyme activity was sensitive to inhibition by transition metals (1&#x202F;mM of Mn<sup>2+</sup>, Cu<sup>2+</sup>, Co<sup>2+</sup>, Ni<sup>2+</sup> or Zn<sup>2+</sup>), but alkali metals were considerably less effective. Representative polar-protic and -aprotic solvents uniformly inhibited Est2 activity. Collectively, these results suggest the structural stability of Est2 is largely governed by hydrophobic interactions and H-bonding, rather than ionic forces. Est2 appears to represent a unique cold-adaptive enzyme that may be suitable for bio-catalyzed environmental remediation.</p>
</abstract>
<kwd-group>
<kwd>Antarctic</kwd>
<kwd>bacteria</kwd>
<kwd>esterase</kwd>
<kwd>cold-adapted</kwd>
<kwd>new esterase family XXII</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="12"/>
<word-count count="7667"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Extreme Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Esterases (carboxylic ester hydrolases, EC 3.1.1.1) represent a functionally important group of enzymes that catalyze the hydrolysis and synthesis of ester bonds, playing crucial roles in various biological processes (<xref ref-type="bibr" rid="ref6">Bornscheuer, 2002</xref>). Characterized by their &#x03B1;/&#x03B2; hydrolase fold and conserved catalytic triad (Ser-Asp-His), these enzymes exhibit remarkable region- and stereospecificity without requiring cofactors, making them ideal biocatalysts (<xref ref-type="bibr" rid="ref24">Kim et al., 2007</xref>; <xref ref-type="bibr" rid="ref16">Javed et al., 2018</xref>). Their ability to remain stable and active in organic solvents further enhances their industrial value across multiple areas, including detergent formulations for cold-water washing, flavor ester production in food technology, synthesis of chiral intermediates for pharmaceuticals, and polyester biodegradation (<xref ref-type="bibr" rid="ref38">Panda and Gowrishankar, 2005</xref>; <xref ref-type="bibr" rid="ref31">Li et al., 2022</xref>; <xref ref-type="bibr" rid="ref41">Rafeeq et al., 2022</xref>). The broad substrate specificity of esterases, ranging from short-chain fatty acid esters to complex lipids, along with their high enantioselectivity, makes them indispensable tools in both industrial and biomedical fields. Their commercial importance continues to grow as they meet the increasing demand for natural and sustainable bioprocesses.</p>
<p>The classification of bacterial esterases has undergone progressive refinement alongside the accumulation of sequence and structural data. The initial taxonomic framework (<xref ref-type="bibr" rid="ref2">Arpigny and Jaeger, 1999</xref>) categorized bacterial lipolytic enzymes into eight distinct families (I-VIII) complemented by six true lipase subfamilies (I.1&#x2013;I.6). This work was based on conserved sequence motifs and characteristic biochemical properties. This classification scheme was subsequently expanded (<xref ref-type="bibr" rid="ref25">Kovacic et al., 2018</xref>) through comprehensive phylogenetic analysis, extending the taxonomy to 19 principal families (I&#x2013;XIX) with eight lipase subfamilies (I&#x2013;VIII). Most recently, the identification of novel enzymes has driven further development of this classification system. These enzymes include the chlorpyrifos-hydrolyzing carboxylesterase EstC (<xref ref-type="bibr" rid="ref48">Wang et al., 2020</xref>) and the cold-adapted esterase Est33 from Antarctic microbiota (<xref ref-type="bibr" rid="ref33">Liu et al., 2022</xref>). The latter discoveries led to the formal establishment of two additional families, designated Family XX and Family XXI, completing the current 21 family classification scheme. This evolving taxonomy reflects both the considerable diversity of microbial esterases and the ongoing identification of novel enzymatic variants through modern genomic approaches.</p>
<p>Psychrophilic microorganisms inhabiting extreme environments such as Antarctica have evolved specialized cold-adapted enzymes to maintain metabolic activity under permanently low temperatures, high salinity, and intense UV radiation (<xref ref-type="bibr" rid="ref12">Gomes and Steiner, 2004</xref>). Other compositional biases observed in psychrophilic proteins include increased asparagine, lysine, methionine and glycine contents, with glycine clustering at the enzyme catalytic site &#x2013; a feature that increases local mobility and contributes to their cold adaptation. These extremozymes exhibit distinct structural adaptations including reduced proline content, elongated surface loops, and increased number and size of enzyme cavities, which collectively confer enhanced catalytic efficiency at temperatures approaching 0&#x00B0;C (<xref ref-type="bibr" rid="ref7">Chiuri et al., 2009</xref>; <xref ref-type="bibr" rid="ref8">De Maayer et al., 2014</xref>; <xref ref-type="bibr" rid="ref46">Tribelli and L&#x00F3;pez, 2018</xref>; <xref ref-type="bibr" rid="ref21">Kamaruddin et al., 2022</xref>). Compared to their mesophilic counterparts, these enzymes demonstrate greater molecular flexibility, particularly in their active sites, along with lower activation energy requirements, but at the cost of reduced thermal stability. Such unique properties make cold-adapted enzymes particularly valuable for diverse biotechnological applications including low-temperature industrial processes and environmental bioremediation in polar ecosystems (<xref ref-type="bibr" rid="ref3">Ashaolu et al., 2025</xref>). Furthermore, their ability to catalyze reactions under mild conditions makes them ideal for the synthesis of thermolabile compounds in pharmaceutical manufacturing, offering sustainable alternatives to conventional high-energy processes (<xref ref-type="bibr" rid="ref36">Nandanwar et al., 2020</xref>).</p>
<p>In the present study, we identified a novel esterase, Est2, from <italic>Pseudomonas</italic> sp. A6-5 isolated from Antarctic soil (<xref ref-type="bibr" rid="ref32">Liu J. et al., 2021</xref>). Phylogenetic and structural analyses revealed that Est2 exhibits significant divergence from established esterase families. The enzyme forms a distinct evolutionary clade and shows low sequence identity with members of known families. Based on these molecular characteristics and its Antarctic origin, we propose Est2 as the founding member of a new esterase family, designated Family XXII. Furthermore, we performed structural analyses and compared it with EstC, the thermophilic founding member of Family XX which exhibits high thermal stability, to gain deeper insights into Est2&#x2019;s cold-adaptation mechanisms. Comparative analyses demonstrated that, compared to EstC (<xref ref-type="bibr" rid="ref48">Wang et al., 2020</xref>), Est2 contains more exposed hydrophobic residues, longer catalytic loops, reduced proline content but increased amounts of unstable amino acid residues such as asparagine, lysine and methionine, and possesses larger cavities and additional tunnels. This discovery expands the known diversity of bacterial esterases and provides insights into cold-adaptation mechanisms.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Bacterial strain and gene source</title>
<p>The <italic>est2</italic> gene, was identified from the genome sequence of <italic>Pseudomonas</italic> sp. A6-5, obtained from Antarctic soil on King George Island (62&#x00B0;11&#x2032;17.5&#x201D;S, 58&#x00B0;55&#x2032;23.4&#x201D;W). The identity of the <italic>Pseudomonas</italic> strain was verified through 16S rRNA gene sequencing and phylogenetic analysis. The <italic>est2</italic> gene was selected for further study due to its high similarity to esterase genes in the alpha-beta hydrolase superfamily and its potential cold-adaptive properties.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Sequence and phylogenetic analysis</title>
<p>The <italic>est2</italic> gene sequence was analyzed using ORF Finder (NCBI)<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> to identify the open reading frame (ORF). Signal peptides were predicted with SignalP-6.0<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> (<xref ref-type="bibr" rid="ref45">Teufel et al., 2022</xref>), and the protein structure was modeled using AlphaFold2 (<xref ref-type="bibr" rid="ref20">Jumper et al., 2021</xref>). Homologous protein sequences were retrieved from the NCBI database using BLAST for subsequent alignment.<xref ref-type="fn" rid="fn0003"><sup>3</sup></xref> Conserved domains, including the GXSXG motif and catalytic triad, were identified through sequence alignment with Clustal X (<xref ref-type="bibr" rid="ref17">Jeanmougin et al., 1998</xref>) and visualized using ESPript 3.0.<xref ref-type="fn" rid="fn0004"><sup>4</sup></xref> Reference sequences from GenBank and UniProt were used for phylogenetic analysis. The phylogenetic analysis included 2&#x2013;3 representative sequences per esterase family, selected from the classification frameworks established in (<xref ref-type="bibr" rid="ref48">Wang et al., 2020</xref>) and (<xref ref-type="bibr" rid="ref25">Kovacic et al., 2018</xref>), and the phylogenetic tree was constructed using the maximum likelihood method in IQ-TREE (<xref ref-type="bibr" rid="ref47">Trifinopoulos et al., 2016</xref>) with 1,000 bootstrap replicates and visualized using iTOL v6<xref ref-type="fn" rid="fn0005"><sup>5</sup></xref> (<xref ref-type="bibr" rid="ref28">Letunic and Bork, 2024</xref>). The GenBank accession number of the <italic>est2</italic> gene was OR552631.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Gene cloning and vector construction</title>
<p>The <italic>est2</italic> gene was cloned into the pMAL-c2x vector containing an MBP-tag The MBP tag was used because it enhances the solubility of the recombinant protein (~40&#x202F;kDa) and facilitates subsequent purification. Primers were designed based on the est2 sequence and the vector&#x2019;s MCS, incorporating <italic>Eco</italic>RI and <italic>Hin</italic>dIII restriction sites: 5&#x2032;- CAACCTCGGGA TCGAGGGAAGGATG ACCCCTTCTCCCGACCGCT-3&#x2032; and 5&#x2032;- ACGACGGCCAGTGCCAAGCTT TTACTGACCCG AAGCGGGCGAT-3&#x2032; (restriction sites underlined). The <italic>est2</italic> gene was amplified by PCR using <italic>Pseudomonas</italic> sp. A6-5 genomic DNA as the template. The target DNA fragment was excised and purified using a Gel Extraction Kit (Omega bio-tek, Guangzhou, China). The pMAL-c2x vector was linearized by double digestion with <italic>Eco</italic>RI and <italic>Hin</italic>dIII restriction enzymes (Thermo Fisher Scientific, Waltham, MA, USA) and the linearized vector was purified.</p>
<p>The purified est2 fragment and linearized vector were ligated using the NovoRec<sup>&#x00AE;</sup> Plus PCR One-Step Direct Cloning Kit (Novoprotein, Shanghai, China) at 50&#x00B0;C for 15&#x202F;min. The recombinant plasmid was transformed into <italic>Escherichia coli</italic> BL21 (DE3) for protein expression.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Protein expression and purification</title>
<p>The recombinant <italic>E. coli</italic> BL21 (DE3) strain was inoculated at 1% (<italic>v</italic>/<italic>v</italic>) into 100&#x202F;mL of LB medium supplemented with ampicillin (100&#x202F;&#x03BC;g/mL) and cultured at 37&#x00B0;C with agitation at 180&#x202F;rpm until the OD<sub>600</sub> reached the range of 0.6&#x2013;0.8. The culture was chilled on ice, and protein expression was induced by the addition of isopropyl-&#x03B2;-<sc>d</sc>-thiogalactopyranoside (IPTG) to a final concentration of 0.1&#x202F;mM, followed by incubation at 17&#x00B0;C with shaking at 120&#x202F;rpm for 48&#x202F;h.</p>
<p>After induction, the cells were harvested by centrifugation at 12,000 rpm for 3&#x202F;min at 4&#x00B0;C. The cell pellet was suspended in CB buffer (20&#x202F;mM Tris&#x2013;HCl, 0.2&#x202F;M NaCl, 1&#x202F;mM EDTA, pH 7.5) and lysed by sonication. The lysate was centrifuged at 12,000 rpm for 20&#x202F;min at 4&#x00B0;C, and the supernatant containing the crude enzyme was collected.</p>
<p>The MBP-tagged fusion protein was purified by amylose resin affinity chromatography (New England Biolabs, Beijing, China). The resin was pre-equilibrated with CB buffer, and the crude enzyme extract was filtered through a 0.22&#x202F;&#x03BC;m membrane before loading onto the column. Non-specifically bound proteins were removed by washing with 10 column volumes of CB buffer, and the target protein was eluted using EB buffer (10&#x202F;mM maltose, 20&#x202F;mM Tris&#x2013;HCl, 0.2&#x202F;M NaCl, 1&#x202F;mM EDTA, pH 7.5). Fractions exhibiting high purity, as determined by SDS-PAGE, were pooled and dialyzed overnight at 4&#x00B0;C against 50&#x202F;mM Tris&#x2013;HCl (pH 8.0).</p>
<p>To remove the MBP tag, the purified fusion protein was incubated with Factor Xa protease (2% w/w) at 23&#x00B0;C for 6&#x202F;h in 50&#x202F;mM Tris&#x2013;HCl (pH 8.0). The reaction mixture was subsequently subjected to a second round of amylose resin chromatography to separate the cleaved MBP tag and residual protease. The final purified protein was analyzed by SDS-PAGE to confirm purity and integrity. N-termini sequencing was performed by a commercial company (Biotech-Pack, China).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Esterase assay</title>
<p>The protein concentration of the purified, recombinant Est2 enzyme was determined using the Bradford assay with bovine serum albumin as the standard (<xref ref-type="bibr" rid="ref23">Kielkopf et al., 2020</xref>). Esterase activity was measured spectrophotometrically as the release of <italic>p</italic>-nitrophenol (<italic>p</italic>NP) from the hydrolysis of <italic>p</italic>NP esters (<xref ref-type="bibr" rid="ref34">Liu X. et al., 2021</xref>). Initial experiments utilized pNP esters of varying acyl chain lengths, including acetate (C2), butyrate (C4), hexanoate (C6), octanoate (C8), decanoate (C10), dodecanoate (C12), and palmitate (C16), prepared in isopropanol. Subsequent experiments utilized the C8 substrate (i.e., standard reaction conditions) to characterize Est2 activity, because it yielded maximal enzymatic activity. The standard reaction mixture contained 20&#x202F;&#x03BC;L of 10&#x202F;mM p-nitrophenyl octanoate (C8), 20&#x202F;&#x03BC;L of enzyme solution (25.2&#x202F;&#x03BC;g protein), and 0.96&#x202F;mL of Tris&#x2013;HCl buffer (50&#x202F;mM, pH 8.0) to achieve a final volume of 1&#x202F;mL. The reaction was carried out in a water bath at 30&#x00B0;C for 10&#x202F;min and terminated by adding 100&#x202F;&#x03BC;L of 10% SDS. The release of <italic>p</italic>-nitrophenol was quantified by measuring the absorbance at 405&#x202F;nm. A blank control was prepared by replacing the enzyme solution with an equal volume of buffer. All experiments were performed in triplicate, with the highest activity under optimal conditions was defined as 100% for relative activity calculations.</p>
<p>Temperature and pH optima were determined using the standard assay conditions (C8; 0.2&#x202F;mM). For temperature studies, reactions were assessed at intervals of 10&#x00B0;C within a range of 0 to 90&#x00B0;C. To evaluate the optimal pH, Britton-Robinson buffer was used to adjust the pH of the reaction system at 30&#x00B0;C, covering a pH range of 4.0 to 11.0 with intervals of 1.0 or 0.5. To investigate the thermal stability of the enzyme, Est2 esterase was incubated at 20&#x00B0;C, 30&#x00B0;C and 40&#x00B0;C for 120&#x202F;min, and the residual activity was measured every 15&#x202F;min.</p>
<p>Hydrolysis of triacylglycerol substrates was determined using tributyrin, tricaprylin, and trilaurin as substrates following a titration assay as described (<xref ref-type="bibr" rid="ref30">Li et al., 2020</xref>). Triacylglycerol emulsions were prepared at a final concentration of 10&#x202F;mM in 2.5&#x202F;mM Tris&#x2013;HCl (pH 7.0), 100&#x202F;mM NaCl, and 1% (w/v) gum arabic, with pH adjusted to 7.00 using 5&#x202F;mM NaOH. The reaction mixture consisted of 20&#x202F;&#x03BC;L triacylglycerol emulsion and 0.5&#x202F;mL enzyme solution, while a blank control replaced the enzyme with an equal volume of buffer. After incubation at 30&#x00B0;C for 30&#x202F;min, reactions were terminated by adding 5&#x202F;mL ethanol. The released fatty acids were quantified by measuring the volume of 5&#x202F;mM NaOH required to neutralize the reaction mixture. Relative activity was determined by assigning 100% to the substrate eliciting the highest NaOH consumption, with activities toward other substrates normalized proportionally. The data are the mean values of three independent experiments performed in triplicate. Error bars show the standard deviation (SD).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Effect of metal ions and organic solvents on the esterase activity</title>
<p>The effects of metal ions (Li<sup>+</sup>, K<sup>+</sup>, Mg<sup>2+</sup>, Ca<sup>2+</sup>, Mn<sup>2+</sup>, Fe<sup>2+</sup>, Co<sup>2+</sup>, Ni<sup>2+</sup>, Cu<sup>2+</sup>, Zn<sup>2+</sup>, and Ba<sup>2+</sup>) on the activity of Est2 were investigated using the standard reaction mixture containing either 1&#x202F;mM and 10&#x202F;mM each of the respective ions.</p>
<p>The stability of Est2 in the presence of organic solvents, including methanol, formaldehyde solution, ethanol, acetonitrile, acetone, isopropyl alcohol, and dimethyl sulfoxide (DMSO), was evaluated at solvent concentrations of 20 and 40% (<italic>v</italic>/<italic>v</italic>). The enzymatic activity was measured under standardized conditions.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Comparison of thermophilic carboxylesterase EstC</title>
<p>The structures of both EstC and Est2 were predicted using AlphaFold2 (<xref ref-type="bibr" rid="ref20">Jumper et al., 2021</xref>). Hydrophobic surfaces were generated and displayed using the Molecular Lipophilicity Potential tool in ChimeraX (<xref ref-type="bibr" rid="ref40">Pettersen et al., 2021</xref>). The percentages of proline, asparagine, lysine, and methionine were determined using the ExPASy database (<xref ref-type="bibr" rid="ref11">Gasteiger et al., 2005</xref>). Polar and non-polar accessible surface areas were calculated with the online software VADAR (<xref ref-type="bibr" rid="ref49">Willard et al., 2003</xref>). Pocket volume measurements were performed by analyzing the predicted structures with CASTpFold (<xref ref-type="bibr" rid="ref50">Ye et al., 2024</xref>). Amino acid residues and catalytic loops were visualized using PyMOL<xref ref-type="fn" rid="fn0006"><sup>6</sup></xref>.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<sec id="sec11">
<label>3.1</label>
<title>Sequence analysis and phylogenetic analysis</title>
<p>The est2 gene was comprised of an open reading frame (ORF) of 1,017 base pairs. The gene encoded a polypeptide of 338 amino acids with no signal peptide. The later suggests a probable intracellular localization. The predicted three-dimensional structure of Est2 exhibited a canonical &#x03B1;/&#x03B2; hydrolase fold, aligning with its functional classification as an esterase (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Structures of new family esterase. <bold>(A)</bold> Structural modeling of Est2 was performed using AlphaFold2, and the optimal model was selected for visualization with PyMOL. <bold>(B)</bold> Structural analysis of Est2 revealed a canonical catalytic triad comprising Ser<sup>141</sup> (nucleophile), Asp<sup>275</sup> (charge relay), and His<sup>303</sup> (proton carrier) within its active site. The distances between catalytic Ser and His, His and Asp of Est2 were 1.90&#x202F;&#x00C5;, 1.90&#x202F;&#x00C5;, respectively.</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A shows a colorful three-dimensional protein structure with helices and loops in various colors, representing different sections. Panel B is a close-up of a molecular interaction, showing residues Asp275, His303, and Ser141 with distances marked as one point nine angstroms, highlighting potential hydrogen bonds.</alt-text>
</graphic>
</fig>
<p>Protein BLAST analysis identified the top 100 amino acid sequences with the highest similarity as uncharacterized &#x03B1;/&#x03B2; hydrolases annotated from <italic>Pseudomonas</italic> genomes. Among these, seven sequences displaying varying degrees of identity to Est2 were selected for detailed multiple sequence alignment. This alignment revealed conserved structural motifs characteristic of esterases, including the GXSXG motif and the catalytic triad formed by Ser<sup>141</sup>, Asp<sup>275</sup>, and His<sup>303</sup> (<xref ref-type="fig" rid="fig2">Figure 2</xref>). These critical catalytic residues are highly conserved across esterase families.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Sequence alignment of Est2 with homologous proteins. Identical residues appear as white text on red background, while similar residues are shown in bold black within yellow boxes. The secondary structure elements of Est2 are annotated above the sequences: &#x03B1;-helices (spring symbols), &#x03B2;-strands (arrows), turns (TT), and 3<sub>10</sub> helices (<italic>&#x03B7;</italic>). Catalytic triad residues (Ser, Asp., His) are marked with black triangles, and conserved G-X-S-X-G pentapeptides are indicated by black squares.</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A sequence alignment chart displaying protein sequences across different organisms. Conserved regions are highlighted in red, with variations in yellow. Secondary structure elements, such as alpha helices and beta strands, are indicated above the sequences. The sequences are labeled on the left, and position numbers are shown above each column for reference.</alt-text>
</graphic>
</fig>
<p>Phylogenetic analysis demonstrated that Est2 clustered to a distinct clade, separate from previously characterized esterase families, establishing it as the founding member of a novel esterase family, designated as family XXII (<xref ref-type="fig" rid="fig3">Figure 3</xref>). This classification is supported by high bootstrap values, confirming the evolutionary divergence of Est2 from other esterase families.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Phylogenetic analysis of Est2, its homologs, and other esterase families. The Maximum Likelihood tree was generated using IQ-TREE web-server with automatic model selection and visualized in iTOL v6. Bootstrap values (&#x003E;50%) from 1,000 replicates are displayed. Protein sequence sources are provided in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Phylogenetic tree diagram showcasing relationships among various sequences labeled with identifiers like UP000508D48 and Q9RKZ7. Sections are color-coded and labeled with Roman numerals. Bootstrap values are indicated by varying dot sizes.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec12">
<label>3.2</label>
<title>Expression and purification of Est2</title>
<p>The <italic>est2</italic> gene was successfully expressed in <italic>Escherichia coli</italic> BL21 (DE3) as an MBP-tagged fusion protein, which improved solubility and facilitated protein purification. Following induction with IPTG, the recombinant protein was purified using amylose resin affinity chromatography, yielding a protein of high purity as confirmed by SDS-PAGE (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). The MBP tag was subsequently removed by Factor Xa protease treatment, and the final purified Est2 protein exhibited a molecular weight of approximately 37&#x202F;kDa, consistent with theoretical predictions (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). SDS-PAGE analysis demonstrated the successful purification of Est2, with no significant contamination from host proteins or residual MBP tag.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>SDS-PAGE analysis of Est2. Lane M, protein molecular mass marker. <bold>(A)</bold> After purification through maltose affinity chromatography, the electrophoresis image of the esterase Est2 with an MBP tag. <bold>(B)</bold> After Factor Xa protease cleavage of the MBP tag and further purification by affinity chromatography, the electrophoresis image of the pure enzyme Est2.</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Gel electrophoresis image with two panels labeled A and B. Panel A shows lanes marked 2, 1, and M with protein bands visible around 45 to 75 kilodaltons. Panel B shows lanes marked 1 and M with weaker bands around 35 kilodaltons. Molecular weight markers are visible on both panels.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec13">
<label>3.3</label>
<title>Biochemical characterization of Est2</title>
<p>Est2 exhibited the highest catalytic activity toward <italic>p</italic>-nitrophenyl octanoate (C8), with significantly lower activity observed for longer-chain substrates such as <italic>p</italic>-nitrophenyl dodecanoate (C12) and <italic>p</italic>-nitrophenyl palmitate (C16) (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). This substrate preference confirms Est2 as an esterase rather than a lipase, as it preferentially hydrolyzes medium-chain esters.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Biochemical characterization of Est2. <bold>(A)</bold> Determination of Est2 substrate specificity. The relative activity was calculated assuming the highest activity observed with <italic>p</italic>-nitrophenyl octanoate (C8; 0.2&#x202F;mM) as 100%. <bold>(B)</bold> Optimum temperature for Est2 activity with <italic>p</italic>NPC8 (0.2&#x202F;mM). <bold>(C)</bold> Determination of the optimum pH for Est2 activity with <italic>p</italic>NPC8 (0.2&#x202F;mM). <bold>(D)</bold> Enzyme thermostability for Est2 activity with <italic>p</italic>NPC8 (0.2&#x202F;mM).</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chart with four graphs labeled A, B, C, and D. A: Bar chart showing relative activity (%) against substrates C2 to C16, with C6 and C8 showing highest activity. B: Line graph displaying relative activity (%) peaking at 40&#x00B0;C. C: Line graph showing relative activity (%) peaking between pH 6.0 and 9.0. D: Line graph showing relative activity decrease over incubation time at 20&#x00B0;C, 30&#x00B0;C, and 40&#x00B0;C.</alt-text>
</graphic>
</fig>
<p>The optimal temperature for Est2 activity was determined to be 30&#x00B0;C, with significant activity observed between 10&#x00B0;C and 30&#x00B0;C. Remarkably, Est2 retained approximately 20% of its activity at 0&#x00B0;C, highlighting its cold-adapted nature (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). The enzyme exhibited maximal activity over a pH range of 7&#x2013;9, while retaining measurable activity across a broad pH range pH 6&#x2013;10 (<xref ref-type="fig" rid="fig5">Figure 5C</xref>).</p>
<p>Treatment of Est2 at various temperatures for relatively prolonged periods also revealed its cold-adaptive nature. Approximately 40% of Est2 activity was retained following 2-h incubation at 20&#x00B0;C. In contrast, enzymatic activity decreased rapidly when incubated at 30&#x00B0;C and 40&#x00B0;C, with significant inactivation observed within just 15&#x202F;min (<xref ref-type="fig" rid="fig5">Figure 5D</xref>). These results indicated that Est2 is more stable at lower temperatures.</p>
<p>Est2 exhibited detectable hydrolytic activity toward triacylglycerol substrates, with maximal activity observed for tricaprylin, followed by tributyrin, while no activity was detected for trilaurin (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). The chemical structures of these substrates (<xref ref-type="fig" rid="fig6">Figure 6B</xref>) highlight the chain-length dependence of Est2&#x2019;s activity, demonstrating its preference for medium-chain triglycerides (C4-C8) over the long-chain trilaurin (C12). This substrate selectivity profile aligns with the canonical functional definition of esterases, which typically hydrolyze acyl chains shorter than C10, as further supported by the complete absence of activity toward the C12 substrate in <xref ref-type="fig" rid="fig6">Figure 6A</xref>. The combined evidence from catalytic activity and structural analysis unequivocally supports classifying Est2 as a cold-adapted esterase rather than a lipase.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Triacylglycerol substrate specificity and structural representation of Est2. <bold>(A)</bold> Relative lipase activity of Est2 toward tributyrin, tricaprylin, and trilaurin (10&#x202F;mM). Relative activity was calculated by defining the substrate with maximal NaOH consumption (tricaprylin; 10&#x202F;mM) as 100%, with activities toward other substrates normalized proportionally to the NaOH volume required for tricaprylin hydrolysis. In all panels, the data are the mean values of three independent experiments performed in triplicate. Error bars, standard deviation (SD). <bold>(B)</bold> Molecular structures of substrates. <bold>(a)</bold> Tributyrin, <bold>(b)</bold> tricaprylin, <bold>(c)</bold> trilaurin. Key structural features are indicated: The glycerol backbone (black) is esterified with three fatty acid chains. Carbon chain lengths of fatty acid constituents are labeled with blue numerals. Red highlights indicate the ester bonds.</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar graph and chemical structures are shown. Panel A displays a bar graph of relative activity percentages for substrates: tributyrin (low activity), tricaprylin (high activity), and trilaurin (negligible activity). Panel B shows chemical structures with labels: (a) tributyrin (C4), (b) tricaprylin (C8), and (c) trilaurin (C12).</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec14">
<label>3.4</label>
<title>Effects of metal ions and organic solvents</title>
<p>The influence of metal ions on the enzymatic activity of Est2 was investigated (<xref ref-type="fig" rid="fig7">Figure 7A</xref>) by comparing potential inhibitory effects of alkali metals versus transitions metals. Alkali metals, such as K<sup>+</sup> and Li<sup>+</sup>, had little effect on Est2 activity at concentrations of 1 and 10&#x202F;mM; while, the alkali earth metals, such as Mg<sup>2+</sup>, Ca<sup>2+</sup>, and Ba<sup>2+</sup>, were only weakly effective. These results suggest ionic interactions are not likely a major driving force governing enzyme stability. In contrast, significant inhibition was observed with transition metals (Mn<sup>2+</sup>, Co<sup>2+</sup>, Ni<sup>2+</sup>, Cu<sup>2+</sup>, and Zn<sup>2+</sup>). Notably, pronounced inhibitory effects were seen using 1&#x202F;mM concentrations of Cu<sup>2+</sup>, Zn<sup>2+</sup>, and Co<sup>2+</sup>, suggesting these metal ions may act as potential inhibitors of Est2.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Effects of Metal Ions and Organic Solvents on the activity of Est2. <bold>(A)</bold> Effect of metal ions on Est2 activity. Relative activity of Est2 in the presence of several cationic metal ions (1&#x202F;mM and 10&#x202F;mM). <bold>(B)</bold> Est2 activity in the presence of Organic solvents (20 and 40%). For all panels, the activity of Est2 was determined with <italic>p</italic>-nitrophenyl octanoate (C8; 0.2&#x202F;mM). The data are the mean values of three independent experiments performed in triplicate. Error bars, standard deviation (SD).</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar graphs titled "A" and "B" compare relative activity percentages. Graph A shows the effect of different metal ions (e.g., Li&#x207A;, Mg&#x00B2;&#x207A;) at 1 mM and 10 mM concentrations. Graph B displays the impact of various organic reagents (e.g., Methanol, DMSO) at 20% and 40% concentrations. Each bar represents mean values with error bars indicating variability.</alt-text>
</graphic>
</fig>
<p>The ability of Est2 to function in the presence of various polar solvents was evaluated (<xref ref-type="fig" rid="fig7">Figure 7B</xref>). The enzyme demonstrated the highest tolerance to aprotic solvent DMSO, retaining approximately 45% of its activity at 20% (<italic>v</italic>/<italic>v</italic>) concentration. Overall, however, Est2 appeared sensitive to inhibition by other polar solvents; with only modest activity remaining at 20 and 40% (v/v) methanol.</p>
</sec>
<sec id="sec15">
<label>3.5</label>
<title>Comparative analysis with thermophilic enzyme EstC</title>
<p>The comparative structural analysis revealed distinct cold-adaptation features in Est2 when compared to the thermophilic EstC. Est2 displayed an altered amino acid composition characterized by increased proportions of destabilizing residues such as asparagine, lysine and methionine, along with reduced proline content (<xref ref-type="table" rid="tab1">Table 1</xref>). The catalytic loop containing the essential histidine residue was notably longer in Est2, comprising 18 amino acids compared to just 13 in EstC (<xref ref-type="fig" rid="fig8">Figure 8B</xref>). Structural measurements showed Est2 possesses a substantially larger catalytic cavity measuring 308.5&#x202F;&#x00C5;<sup>3</sup>, more than double the volume of EstC&#x2019;s 124.9&#x202F;&#x00C5;<sup>3</sup> cavity, and features additional substrate-access tunnels (<xref ref-type="fig" rid="fig8">Figure 8C</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Parameters affecting thermo-stability and flexibility.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Parameters</th>
<th align="center" valign="top">Est2</th>
<th align="center" valign="top">EstC</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Amino acids</td>
<td align="center" valign="middle">338</td>
<td align="center" valign="top">301</td>
</tr>
<tr>
<td align="left" valign="middle">No. proline residues/%</td>
<td align="center" valign="middle">22/6.5</td>
<td align="center" valign="top">26/8.6</td>
</tr>
<tr>
<td align="left" valign="middle">No. asparagine residues/%</td>
<td align="center" valign="middle">2/1.5</td>
<td align="center" valign="top">0/0.0</td>
</tr>
<tr>
<td align="left" valign="middle">No. lysine residues/%</td>
<td align="center" valign="middle">9/2.7</td>
<td align="center" valign="top">2/0.7</td>
</tr>
<tr>
<td align="left" valign="middle">No. methionine residues/%</td>
<td align="center" valign="middle">4/1.2</td>
<td align="center" valign="top">2/0.3</td>
</tr>
<tr>
<td align="left" valign="middle">The amount of glycine near the catalytic pocket</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Total accessible surface area (&#x00C5;<sup>2</sup>)</td>
<td align="center" valign="middle">15461.6</td>
<td align="center" valign="top">12850.9</td>
</tr>
<tr>
<td align="left" valign="middle">Non polar surface area (&#x00C5;<sup>2</sup>)</td>
<td align="center" valign="middle">9404.5</td>
<td align="center" valign="top">7634.9</td>
</tr>
<tr>
<td align="left" valign="middle">Polar surface area (&#x00C5;<sup>2</sup>)</td>
<td align="center" valign="middle">2685.9</td>
<td align="center" valign="top">2145.2</td>
</tr>
<tr>
<td align="left" valign="middle">Binding pocket volume (&#x00C5;<sup>3</sup>)</td>
<td align="center" valign="middle">308.5</td>
<td align="center" valign="top">124.9</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Structural comparison of cold-adapted Est2 and thermophilic EstC. <bold>(A)</bold> The hydrophobic surfaces generated by ChimeraX, with a hydrophobicity gradient ranging from hydrophilic (deep cyan) to hydrophobic (deep yellow). Catalytic cavities are indicated by red circles. <bold>(B)</bold> Cartoon representations of Est2 and EstC. Stabilizing proline residues (Pro) are shown as red sticks, destabilizing residues (Asn, Lys, and Met) as yellow sticks, and catalytic triad residues in cyan stick representation. Catalytic loops in Est2 and EstC are colored blue. <bold>(C)</bold> Binding pockets and cavities of Est2 and EstC identified by CASTp 3.0, with pockets highlighted in red.</p>
</caption>
<graphic xlink:href="fmicb-16-1662394-g008.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three panels depict protein structures. Panel A shows surface representations of Est2 and EstC, highlighting active sites with red circles. Panel B displays ribbon structures with catalytic loops and important residues labeled for Est2 and EstC. Panel C illustrates the structural models with red areas indicating substrate binding sites in Est2 and EstC.</alt-text>
</graphic>
</fig>
<p>A particularly significant finding was the differential distribution of glycine residues between the two enzymes. While the two enzymes contained a similar number of glycine residues, Est2 uniquely had five glycine residues positioned near its catalytic pocket, a structural feature absent in EstC that likely enhances flexibility at low temperatures. Surface analysis further demonstrated Est2&#x2019;s greater molecular accessibility, with its total solvent-accessible surface area (15,461.6&#x202F;&#x00C5;<sup>2</sup>) being significantly larger than EstC&#x2019;s (12,850.9&#x202F;&#x00C5;<sup>2</sup>). Notably, Est2&#x2019;s non-polar accessible surface area (9,404.5&#x202F;&#x00C5;<sup>2</sup>) also exceeded that of EstC (7,634.9&#x202F;&#x00C5;<sup>2</sup>) (<xref ref-type="table" rid="tab1">Table 1</xref>), consistent with its higher content of exposed hydrophobic residues (<xref ref-type="fig" rid="fig8">Figure 8A</xref>). These structural modifications, including the strategic glycine positioning, expanded hydrophobic surfaces and optimized cavity architecture, collectively represent specialized evolutionary adaptations that enable Est2 to maintain catalytic efficiency in cold environments.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<label>4</label>
<title>Discussion</title>
<p>In this study, we report the identification and biochemical characterization of Est2, a novel cold-adapted esterase. Phylogenetic analysis demonstrated that Est2 forms an independent branch distinct from the 21 known esterase families (<xref ref-type="fig" rid="fig3">Figure 3</xref>). According to the ESTHER database, a specialized database for &#x03B1;/&#x03B2;-hydrolase fold proteins; (<xref ref-type="bibr" rid="ref27">Lenfant et al., 2013</xref>), Est2 was classified into the abh_upf0017 family but not any of the known 21 esterase families. Sequence comparison of Est2 with all 19 members of the bh_upf0017 family revealed an exceptionally low degree of mean sequence identity, only 7.24% (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). Based on these phylogenetic and sequence characteristics, we conclude that Est2 represents a novel esterase family, which we designate as Family XXII.</p>
<p>BLAST analysis identified Est2 as a member of the &#x03B1;/&#x03B2;-hydrolase superfamily. Three-dimensional modeling revealed a classical &#x03B1;/&#x03B2; hydrolase fold architecture, consisting of 9 &#x03B2;-sheets and 10 &#x03B1;-helices (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Sequence alignment confirmed the presence of both the conserved GXSXG motif and catalytic triad (Ser<sup>141</sup>-Asp<sup>275</sup>-His<sup>303</sup>), characteristic features of this enzyme family (<xref ref-type="bibr" rid="ref19">Johan et al., 2021</xref>).</p>
<p>The cold-adapted properties of Est2 are particularly noteworthy. Our experiments demonstrated that Est2 maintains 20% of its maximal activity at 0&#x00B0;C, with optimal activity between roughly 15&#x2013;30&#x00B0;C (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). This is a profile typical of cold-active enzymes. Most of the cold-adapted enzymes showed the optimum activity in the temperature range of 10 to 40&#x00B0;C (<xref ref-type="bibr" rid="ref43">Santiago et al., 2016</xref>), such as 25&#x00B0;C for AT2 lipase from Mesophilic <italic>Staphylococcus epidermidis</italic> (<xref ref-type="bibr" rid="ref22">Kamarudin et al., 2014</xref>), 40&#x00B0;C for esterase Est19 from the Antarctic Bacterium <italic>Pseudomonas</italic> sp. E2-15 (<xref ref-type="bibr" rid="ref4">Bai et al., 2019</xref>) and 30&#x00B0;C for Esterase MHlip from an Antarctic soil metagenomic library (<xref ref-type="bibr" rid="ref5">Berlemont et al., 2013</xref>).</p>
<p>Most cold-adapted enzymes exhibited poor thermal stability at above 40&#x00B0;C and their activity decreases with increasing temperature. Est2 is no exception, being rapidly inactivated above 40&#x00B0;C (<xref ref-type="fig" rid="fig5">Figure 5D</xref>). This thermal instability aligns with the classic trade-off observed in cold-adapted enzymes, where enhanced flexibility at low temperatures compromises thermostability (<xref ref-type="bibr" rid="ref44">Siddiqui and Cavicchioli, 2006</xref>). Notably, Est2 retained only about 40% activity after 2&#x202F;h at 20&#x00B0;C, contrasting with thermostable esterases like ThLip1 and ThLip2 from <italic>Thermoanaerobacterium thermosaccharolyticum</italic>, which reported ThLip1 maintained approx. 85% of original activity after 2&#x202F;h incubation at 75&#x00B0;C and ThLip2 possessing 2&#x202F;h half-life at 80&#x00B0;C (<xref ref-type="bibr" rid="ref29">Li et al., 2018</xref>).</p>
<p>The substrate specificity profile of Est2 provides further evidence for its classification as an esterase rather than a lipase. Our data show elevated enzymatic activity toward mid-length <italic>p</italic>NP esters (C6-C8), with a pronounced decrease in catalytic efficiency for longer-chain substrates (C12-C16) (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). This preference for mid-chain substrates aligns with structural predictions of Est2&#x2019;s active site, which features a deep and narrow acyl-binding pocket (<xref ref-type="fig" rid="fig8">Figure 8C</xref>). This pattern differs from cold-adapted lipases like the cold-active lipase of <italic>Pseudomonas fragi</italic>, which exhibits broader substrate range (<xref ref-type="bibr" rid="ref1">Alquati et al., 2002</xref>), suggesting distinct ecological roles for these enzymes in polar environments. Notably, Est2&#x2019;s substrate profile contrasts with other cold-active esterases, such as EstN7 (<xref ref-type="bibr" rid="ref37">Noby et al., 2022</xref>), which is strictly limited to short-chain substrates (C2&#x2013;C4) due to a steric &#x201C;plug&#x201D; formed by residues M187 and N211 in its shallow acyl pocket. In contrast, Est2&#x2019;s deeper pocket accommodates C6&#x2013;C8 esters but still excludes longer chains, resembling the substrate range of the Serratia sp. esterase EstS (<xref ref-type="bibr" rid="ref18">Jiang et al., 2016</xref>), though EstS exhibits higher activity at C2&#x2013;C4. These differences highlight how subtle variations in active site architecture&#x2014;depth, plasticity, and steric barriers&#x2014;fine-tune esterase specificity, likely reflecting adaptations to distinct substrate niches in cold environments.</p>
<p>Cold-active enzymes typically are active around pH 7&#x2013;8 with stability ranging from pH 6&#x2013;9. To date, only a few lipases reported an optimum activity at pH 9&#x2013;10 (<xref ref-type="bibr" rid="ref10">Ganasen et al., 2016</xref>). Similarly, Est2 demonstrates notable alkaline tolerance, showing comparable high activity between pH 7.5&#x2013;9 (<xref ref-type="fig" rid="fig5">Figure 5C</xref>) and measurable activity across pH 6&#x2013;10 &#x2013; broader than most cold-active esterases. This extended pH range suggests unique structural adaptations, possibly through optimized surface charge distribution, while maintaining its cold-adapted characteristics.</p>
<p>Experimental data demonstrated that Cu<sup>2+</sup>, Co<sup>2+</sup>, and Zn<sup>2+</sup> (1&#x202F;mM) strongly inhibited Est2 activity (&#x003E;80% loss), while K<sup>+</sup> and Li<sup>+</sup> had negligible effects (<xref ref-type="fig" rid="fig7">Figure 7A</xref>). This inhibition pattern resembles reports for other cold-adapted esterases, such as esterase EstK from <italic>Pseudomonas mandelii</italic> (<xref ref-type="bibr" rid="ref26">Lee et al., 2013</xref>) where transition metals similarly caused significant activity loss. Notably, Est2 lost most of its activity at 1&#x202F;mM Mn<sup>2+</sup> and was nearly inactivated at 10&#x202F;mM, consistent with the established view that metal ions can restrict enzyme flexibility. However, there are also cases where metal ions directly or indirectly enhance the cold activity of psychrophilic enzymes. For instance, the Antarctic esterase <italic>M</italic>-Est exhibits higher catalytic efficiency and thermostability upon Mn<sup>2+</sup> binding (<xref ref-type="bibr" rid="ref35">Marchetti et al., 2023</xref>). Structural analysis revealed that <italic>M</italic>-Est utilizes a conserved surface-exposed M1 site (E10/D115 cluster) to stabilize localized active-site rearrangements. Similarly, the cold-adapted inorganic pyrophosphatase from <italic>Shewanella</italic> sp. AS-11 features a di-Mn<sup>2+</sup> active center (<xref ref-type="bibr" rid="ref15">Horitani et al., 2020</xref>). In the substrate-free state, the bridging water molecule remains distant from the Mn<sup>2+</sup> ions, resulting in weak exchange coupling and a &#x201C;loose&#x201D; active-site structure. Upon substrate analog binding, the water molecule moves closer to the metal center, strengthening the exchange coupling and transitioning the active site into an &#x201C;optimized&#x201D; state for catalysis. This suggests that Est2 may lack the Mn<sup>2+</sup>-binding site found in <italic>M</italic>-Est, or that Mn<sup>2+</sup> induces inhibitory conformational changes in Est2 rather than stabilization. These differences highlight the evolutionary plasticity of cold-adapted enzymes in balancing metal sensitivity and environmental adaptation.</p>
<p>Est2 showed complete inactivation in the presence of 20% formaldehyde or acetonitrile. Higher concentrations (40%) of methanol, ethanol and isopropanol also led to complete loss of activity. Notably, Est2 retained 45% activity in 20% DMSO, a level of tolerance comparable to other reported cold-adapted esterases (<xref ref-type="bibr" rid="ref9">De Santi et al., 2014</xref>; <xref ref-type="bibr" rid="ref13">Guo et al., 2016</xref>; <xref ref-type="bibr" rid="ref42">Rahman et al., 2016</xref>).</p>
<p>Based on these biochemical characteristics as well as the phylogenetic and sequence analyses, we propose that Est2 forms a distinct evolutionary branch, of a previously unclassified esterase family (i.e., family XXII). Est2 appears to function as a cold-active enzyme, exhibiting optimal catalytic activity toward medium chain esters with typical psychrophilic thermal lability. Comparative analysis with the thermophilic Family XX esterase EstC revealed distinct cold-adaptation features in Est2. The structural features of Est2 reveal distinct cold-adaptation strategies. Its extended catalytic loop and glycine clustering near the active site enhance flexibility, while reduced proline content decreases structural rigidity &#x2013; both common adaptations in cold-active enzymes (<xref ref-type="bibr" rid="ref14">Hashim et al., 2018</xref>). The significantly larger catalytic cavity with additional tunnels likely compensates for reduced molecular motion at low temperatures (<xref ref-type="bibr" rid="ref39">Paredes et al., 2011</xref>). Notably, Est2&#x2019;s increased hydrophobic surface exposure helps maintain stability despite cold-induced weakening of hydrophobic interactions (<xref ref-type="bibr" rid="ref44">Siddiqui and Cavicchioli, 2006</xref>). This combination of structural flexibility and surface hydrophobicity, along with strategic placement of destabilizing residues, represents an evolutionary balancing act that enables catalysis in cold environments.</p>
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<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available. This data can be found in the UniProt (<ext-link xlink:href="https://www.uniprot.org/" ext-link-type="uri">https://www.uniprot.org/</ext-link>) and NCBI GenBank repositories (<ext-link xlink:href="https://www.ncbi.nlm.nih.gov/genbank/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/genbank/</ext-link>), accession numbers listed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>YH: Formal analysis, Writing &#x2013; original draft, Conceptualization. ZS: Formal analysis, Conceptualization, Writing &#x2013; review &#x0026; editing. XZ: Supervision, Conceptualization, Writing &#x2013; review &#x0026; editing, Formal analysis. SX: Writing &#x2013; review &#x0026; editing. HH: Conceptualization, Writing &#x2013; review &#x0026; editing, Formal analysis. JB: Funding acquisition, Writing &#x2013; review &#x0026; editing, Formal analysis. MZ: Writing &#x2013; review &#x0026; editing, Methodology, Funding acquisition, Supervision, Conceptualization, Writing &#x2013; original draft, Resources, Formal analysis.</p>
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<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was funded by the Natural Science Foundation of Shandong Province, grant number ZR2022MC153; State Key Laboratory of Microbial Technology Open Projects Fund, grant number M2023-18; Science, Education and Industry Integration Innovation Pilot Project from Qilu University of Technology (Shandong Academy of Sciences), grant number 2022PY061.</p>
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<title>Supplementary material</title>
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