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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2025.1602692</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Low-temperature adaptation of <italic>Chaetomium madrasense</italic>, a symbiotic gut fungus of amphipods in the Mariana Trench: cellulase activity and transcriptome analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ji</surname>
<given-names>Paiyao</given-names>
</name>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Yukun</given-names>
</name>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiao</surname>
<given-names>Yu</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2154071/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Wan</surname>
<given-names>Shicong</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Fang</surname>
<given-names>Jiasong</given-names>
</name>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yu</surname>
<given-names>Xi</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<institution>Shanghai Engineering Research Center of Hadal Science and Technology, College of Oceanography and Ecological Science, Shanghai Ocean University</institution>, <addr-line>Shanghai</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Valerio Mazzella, Anton Dohrn Zoological Station Naples, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Lucia Bongiorni, National Research Council (CNR), Italy</p>
<p>Giulio Barone, National Research Council (CNR), Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xi Yu, <email xlink:href="mailto:xyu@shou.edu.cn">xyu@shou.edu.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1602692</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Ji, Cui, Xiao, Wan, Fang and Yu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ji, Cui, Xiao, Wan, Fang and Yu</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>Hadal amphipods have developed unique survival strategies to cope with extreme conditions, such as low temperatures and high hydrostatic pressure, with their gut microbes playing a crucial role in this adaptation. Nevertheless, the specific mechanisms and functional contributions of these microbial communities remain poorly understood. In this study, a gut symbiotic fungus, <italic>Chaetomium madrasense</italic> HM411, which has cellulose degrading ability, was isolated in the gut of <italic>Hirondellea gigas</italic> from the Mariana Trench. Comparison of enzyme production between the terrestrial and deep-sea strains of <italic>C. madrasense</italic> (HM412 and HM411, respectively) showed that the deep-sea strain exhibited significantly higher endoglucanase activity at 15&#xb0;C, representing a 1.2-fold increase. Furthermore, growth rate analysis indicated that <italic>C. madrasense</italic> HM411 maintained significantly higher proliferation rates at 15&#xb0;C, suggesting psychrotolerant traits in the deep-sea derived strain. Transcriptomic analysis revealed distinct low-temperature enzyme production advantages in <italic>C. madrasense</italic> HM411 compared to strain HM412, particularly in the regulation of Carbohydrate-Active Enzymes, extracellular enzyme secretion, stress protein production, and cell wall/membrane modifications. These findings suggest that <italic>C. madrasense</italic> HM411 may have evolved unique enzymatic and genomic adaptations to thrive in hadal environments, potentially playing important roles in recalcitrant substance degradation under extreme conditions.</p>
</abstract>
<kwd-group>
<kwd>gut microbes</kwd>
<kwd>amphipods</kwd>
<kwd>the Mariana Trench</kwd>
<kwd>psychrotolerant adaptation</kwd>
<kwd>cellulase</kwd>
<kwd>transcriptomic analyses</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Shanghai Municipal Education Commission<named-content content-type="fundref-id">10.13039/501100003395</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="63"/>
<page-count count="14"/>
<word-count count="7251"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Microbial Symbioses</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The biological definition of the hadal zone is where water depths exceed 6,000 m (<xref ref-type="bibr" rid="B56">Wolff, 1970</xref>). It represents only 1% to 2% of the seafloor area, but encompasses the deepest 45% of the vertical depth gradient (<xref ref-type="bibr" rid="B55">Wolff, 1959</xref>). Its unique geography creates an environment characterized by high hydrostatic pressure, limited food, and low temperatures (<xref ref-type="bibr" rid="B5">Bartlett, 1992</xref>). Despite the extreme environmental conditions in the trenches, there is still an active and diverse biological community. Amphipods have been found in high abundance within many of the major hadal trenches, such as the Peru-Chile Trench, Kermadec Trench, and the Mariana Trench (<xref ref-type="bibr" rid="B27">Kilgallen, 2015</xref>; <xref ref-type="bibr" rid="B30">Lacey et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B53">Wei et&#xa0;al., 2023</xref>). This phenomenon is primarily attributed to the vertical sinking flux of particulate organic matter (POM) from surface waters (<xref ref-type="bibr" rid="B38">Oguri et&#xa0;al., 2013</xref>). <italic>Hirondellea gigas</italic> is one of the dominant species in the Mariana Trench. It feeds on decaying animals and plants and occupies an important position in the hadal ecosystem, which is nutrient poor but relatively rich in complex carbohydrates (<xref ref-type="bibr" rid="B45">Shi et&#xa0;al., 2018</xref>). To survive in this nutrient-limited environment, <italic>H. gigas</italic> relies on the enzymatic breakdown of complex carbohydrates derived from sinking detritus (<xref ref-type="bibr" rid="B28">Kobayashi et&#xa0;al., 2019</xref>). Hadal symbiotic microorganisms play a crucial role in host adaptation to extreme environmental conditions through multiple mechanisms. As demonstrated by the previous study (<xref ref-type="bibr" rid="B47">Sun et&#xa0;al., 2022</xref>), gut-associated microbial communities enhanced host metabolic capabilities through the production of specialized enzymes that facilitate the degradation of complex organic compounds and carbohydrates.</p>
<p>As a result of coevolution with their specific hosts, microbial symbionts have developed a range of unique biochemical traits, rendering them highly efficient producers of biologically active natural products (<xref ref-type="bibr" rid="B58">Xiao et&#xa0;al., 2023</xref>). Seven novel cytoglobosins (Cytoglobosins A&#x2013;G) were isolated from <italic>Chaetomium globosum</italic> QEN-14, a fungal symbiont of the marine green alga <italic>Ulva pertusa</italic>. These compounds exhibited cytotoxic activity against a human lung adenocarcinoma cell line (A549) (<xref ref-type="bibr" rid="B10">Cui et&#xa0;al., 2010</xref>). In addition to producing bioactive compounds, symbiotic microbes contribute to host survival by degrading complex substrates. For instance, macrogenomic analysis revealed a remarkably high abundance of carbohydrate metabolism genes (particularly cellulases) within the <italic>H. gigas</italic> gut microbial community. Functional annotation further demonstrated the involvement of these genes in cellulose and hemicellulose catabolic pathways (<xref ref-type="bibr" rid="B9">Chan et&#xa0;al., 2021</xref>). Additionally, three fungi (<italic>Cadophora</italic> sp. TS2, <italic>Emericellopsis</italic> sp. TS11, and <italic>Pseudogymnoascus</italic> sp. TS12) were isolated from deep-sea sponges, which exhibited high CMCase and xylanase activities (<xref ref-type="bibr" rid="B7">Batista-Garc&#xed;a et&#xa0;al., 2017</xref>). The complexity of the abyssal environment involving high pressures, low temperatures, and limited light availability may contribute to the significant differences between the enzymes generated by marine microorganisms and homologous enzymes from terrestrial microorganisms (<xref ref-type="bibr" rid="B63">Zhang and Kim, 2010</xref>). For instance, a hyperthermophilic protease isolated from the deep-sea methanogenic archaeon <italic>Methanococcus jannaschii</italic> exhibited 3.4-fold higher activity and 2.7-fold greater thermal stability under high hydrostatic pressure (50.7 MPa), while its terrestrial homologue showed pressure-induced inactivation at atmospheric pressure (0.1 MPa) (<xref ref-type="bibr" rid="B35">Michels and Clark, 1997</xref>). Indeed, enzymes of marine symbiotic microbial origin exhibit novel biocatalytic properties, such as hyperthermal stability, high salt tolerance, cold adaptation, and hydrophilicity (<xref ref-type="bibr" rid="B6">Barzkar and Sohail, 2020</xref>).</p>
<p>In marine ecosystems, microbial cellulases serve as essential catalysts for organic matter decomposition and carbon cycling, mediating the transformation of recalcitrant substrates into bioavailable energy sources within benthic and pelagic food webs (<xref ref-type="bibr" rid="B25">John J et&#xa0;al., 2022</xref>). Although marine bacteria are involved in cellulose metabolism, their enzyme activity is limited by the low temperatures of trenches, a challenge that may be alleviated by marine fungi. For example, marine bacteria maintain metabolic homeostasis through transcriptome reprogramming at low temperatures (0&#xb0;C), but cellulase activity remains lower than in mesophilic conditions (<xref ref-type="bibr" rid="B39">Riccardi et&#xa0;al., 2023</xref>). In contrast, marine fungi adapt to low temperatures by accumulating osmoregulatory compounds and secreting antifreeze proteins (<xref ref-type="bibr" rid="B40">Robinson, 2001</xref>). Furthermore, they maintain enzymatic stability under cold conditions through structural modifications of key proteins (<xref ref-type="bibr" rid="B15">Duarte et&#xa0;al., 2018</xref>). Despite this potential, no fungal cellulase has been characterized from hadal amphipods, and fewer than 5% of published studies on hadal microbial communities focus on eukaryotes (<xref ref-type="bibr" rid="B16">Fan et&#xa0;al., 2022</xref>). The exploration of these symbiotic strains possessing cellulose degradation potential will not only unveil the survival strategies of abyssal amphipods in extreme environments but also elucidate how they leverage limited resources to sustain their life processes.</p>
<p>To address the critical gap in understanding fungal contributions to hadal amphipods, we characterized <italic>Chaetomium madrasense</italic> HM411, a cellulolytic fungus isolated from <italic>H. gigas</italic> in the Mariana Trench. Its low-temperature tolerance and cellulase activity were evaluated via <italic>in vitro</italic> biochemical assays, and comparative transcriptome analyses were employed to disclose the molecular mechanism underlying cellulase production in <italic>C. madrasense</italic> HM411 under low-temperature conditions. Our study provides functional and molecular evidence for the presence of a fungal symbiont with cellulose-degrading capacity in the gut of <italic>H. gigas</italic>. Furthermore, the low-temperature-adapted fungi identified here (e.g., <italic>C. madrasense</italic> HM411) have biotechnological potential for cellulose degradation, providing a template for engineering robust industrial biocatalysts.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Sample collection and fungal isolation</title>
<p>
<italic>H. gigas</italic> samples were collected from the Mariana Trench during a research expedition in September 2021 aboard the research vessel &#x201c;Explore I&#x201d;, using a macrobiological pressure-retaining sampler. The sampling sites were located at 11&#xb0;19.6098&#x2032; N, 142&#xb0;11.283&#x2032; E (10,895 m depth) and 11&#xb0;22.584&#x2032; N, 142&#xb0;35.3102&#x2032; E (10,910 m depth), where the ambient temperature typically ranges between 1-4&#xb0;C (<xref ref-type="bibr" rid="B61">Yasuhara and Danovaro, 2016</xref>). All samples (n=6) were collected from the above two sites. Immediately after collection, <italic>H. gigas</italic> specimens were stored at &#x2212;80&#xb0;C. To ensure biological representativeness, gut contents from three selected individuals per site were processed independently. Before dissection, the samples were individually thawed at 4&#xb0;C and rinsed with distilled water. Subsequently, the amphipods were dissected using a sterile scalpel to isolate intestinal tissues, which were then transferred into sterile centrifuge tubes for fungal isolation experiments. Fungi were isolated following the method described in our previous study (<xref ref-type="bibr" rid="B11">Cui et&#xa0;al., 2024</xref>). Briefly, 200 &#xb5;L of diluted gut contents were spread onto potato dextrose agar (PDA), tryptone soy agar (TSA), and malt extract agar (MEA) plates and incubated at 20&#xb0;C for 2&#x2013;3 days. Visible colonies were transferred to fresh medium for purification, and single colonies were obtained through three rounds of subculturing.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>DNA extraction, phylogenetic analysis, and morphological characterization</title>
<p>Fungal identification was conducted based on a combination of morphological characteristics and conserved sequence analysis. Pure fungal cultures were grown on PDA at 28&#xb0;C for 3 days. Fungal hyphae were collected from petri dishes and strain DNA was extracted using the TIAN combi DNA Lyse &amp; Det PCR kit [Tiangen Biotech (Beijing) Co. Ltd.], following the manufacturer&#x2019;s instructions. PCR amplification and sequencing were performed using the following primers: ITS1 and ITS4 for the internal transcribed spacer (<italic>ITS</italic>) region, and RPB2AM-1bf and RPB2AM-7R (<xref ref-type="bibr" rid="B36">Miller and Huhndorf, 2005</xref>) for the second largest subunit of the DNA-directed RNA polymerase II (<italic>RPB2</italic>) gene region (all primers used in this study were listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
<p>PCR amplification was performed under the following conditions: initial denaturation at 95&#xb0;C for 3 min; 35 cycles of denaturation at 95&#xb0;C for 30 s, annealing at 55&#xb0;C for 30 s, and extension at 72&#xb0;C for 1 min; final extension at 72&#xb0;C for 5 min; and storage at 4&#xb0;C (<xref ref-type="bibr" rid="B13">Deng et&#xa0;al., 2023</xref>). The amplified <italic>ITS</italic> and <italic>RPB2</italic> sequences were subjected to a sequence similarity search using BLASTn against the NCBI nucleotide database. Highly similar sequences were aligned and comparatively analyzed using MEGA X. All sequences were uniformly trimmed at both 5&#x2019; and 3&#x2019; ends to ensure positional homology in the alignment. Phylogenetic trees were performed using the neighbor-joining algorithm in MEGA X, with nodal support evaluated through 1,000 bootstrap replications. Microscopic characterization of the target fungus was performed using an OLYMPUS BX53 microscope (Olympus Corporation, Tokyo, Japan) to observe the ascomycete fruiting bodies.</p>
<p>Screening for cellulase-producing fungi was conducted using a plate assay method. <italic>C. madrasense</italic> strains were initially screened for cellulase activity by culturing on agar medium supplemented with 1% carboxymethyl cellulose (CMC) as the sole carbon source. The plates were incubated at 28&#xb0;C for 5 days. After incubation, the plates were stained with 1% Congo red staining solution for 15 min, followed by destaining with 1 M NaCl buffer solution for 15 min (n=3 biological replicates). The formation of a clear zone around the fungal colony was considered indicative of cellulase activity. Cellulolytic fungi were identified based on their ability to hydrolyze cellulose, as evidenced by the presence of a clearance zone surrounding the colony (<xref ref-type="bibr" rid="B26">Khokhar et&#xa0;al., 2012</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Comparative analysis of growth characteristics of two fungal strains from different origins</title>
<p>Fresh mycelial plugs (2 mm&#xb2;) obtained from the edges of fungal colonies were inoculated onto PDA (0 M NaCl, 0.5 M NaCl) and 0 M NaCl microcrystalline cellulose agar (MCC) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>), with 3 biological replicates set up for each condition. All plates were incubated at 28&#xb0;C for 3 days, and colony morphology was observed. Additionally, mycelial fragments (2 mm<sup>2</sup>) were excised from the edges of actively growing colonies of each isolate and inoculated into the center of 0 M NaCl MCC and the plates were incubated at 15&#xb0;C, 20&#xb0;C, and 28&#xb0;C (n=3 replicates per temperature). Colony diameters were measured daily for 3 days using a measuring scale, with three perpendicular measurements per colony to minimize observer bias.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Assay of endoglucanase activity of <italic>C. madrasense</italic>
</title>
<p>Mycelial discs of uniform size were inoculated into an enrichment medium and incubated for 2 days. Subsequently, 1% of the enriched culture was transferred to MCC medium and further incubated at 180 rpm in a rotary shaker (n=3 biological replicates). Endoglucanase activity was quantified using the 3,5-dinitrosalicylic acid reagent (DNS) assay to measure the concentration of reducing sugars released by cellulase hydrolysis. The methods for measuring cellulase activity were performed in accordance with those described by <xref ref-type="bibr" rid="B52">Wei (2007)</xref>. A 0.5 mL enzyme solution was mixed with 1 mL of 1% CMC-Na buffer solution and incubated at 50&#xb0;C for 30 min. After terminating the reaction by adding 1.5 mL DNS and heating at 100&#xb0;C for 10 min, the samples were immediately cooled on ice to minimize nonspecific color development. The absorbance at 540 nm was then measured (n=3 biological replicates). Substitute the absorbance into the glucose standard curve and calculate the glucose concentration (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>). One unit of cellulase activity (U) was defined as the amount of enzyme required to catalyze the release of 1 &#x3bc;mol of glucose from 1% CMC-Na under specific reaction conditions (pH 4.8, 50&#xb0;C, 30 min). The enzyme unit (symbol U), also known as the international unit (IU), is a measure of an enzyme&#x2019;s catalytic activity (<xref ref-type="bibr" rid="B22">Helal et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Transcriptome assembly and transcript quantification</title>
<p>To perform RNA sequencing and transcriptomics analysis, <italic>C.&#xa0;madrasense</italic> was incubated at 180 rpm at 15&#xb0;C on MCC medium for 6 days, after which biomass was harvested. The mycelia were fully ground using liquid nitrogen and preserved in RNAiso Plus (Takara, Japan) at &#x2212;80&#xb0;C. The RNA extraction, transcriptomic sequencing, and bioinformatics analysis were accomplished by Novogene Bioinformatics Technology (Beijing, China). RNA integrity was assessed using an Agilent 2100 Bioanalyzer. Following standard protocols, high-quality RNA was used for mRNA enrichment, fragmentation, reverse transcription, end repair, amplification, and circularization to construct the sequencing library. After passing quality control, the library was loaded onto the Illumina sequencing platform for high-throughput sequencing. To minimize batch effects, all samples were harvested simultaneously, processed in the same RNA extraction batch, and sequenced in a single Illumina run. Gene expression levels were quantified as FPKM (fragments per kilobase of transcript per million mapped reads) using RSEM (v1.3.1). Analysis of differentially expressed genes (DEGs) was performed using DESeq2 (1.20.0). Q value &#x2264; 0.05 and |log2 Fold-Change| &#x2265; 1.0 were set as the threshold for significant differential expression.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>RNA extraction, RT-qPCR, and transcriptome validation</title>
<p>To validate the reliability of the RNA-Seq results, selected differentially expressed genes were used to design primers for quantitative reverse transcription PCR (RT-qPCR) analysis. Total RNA was obtained from Novozymes and synthesized according to the instructions from the manufacturer of the PrimeScript RT Reagent Kit (Takara, Japan). Gene expression levels were quantified using the 2<sup>-&#x394;&#x394;Ct</sup> method, and the fold changes obtained from RNA-Seq were compared with those from RT-qPCR. The correlation coefficient (R&#xb2;) was calculated to assess the consistency between the two methods. <italic>&#x3b2;-actin</italic> was used as the internal reference gene, and the primer sequences are provided in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analysis</title>
<p>All experiments were performed at least three times, with three biological replicates per sample. All data were analyzed using SPSS Statistics 27 for Windows (SPSS Inc.). After testing for normality using the Shapiro-Wilk test and Levene&#x2019;s test for all data, one-way analysis of variance (ANOVA) and Tukey&#x2019;s multiple comparison test were used to assess differences between groups. Statistical significance was defined as *P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.0001, while non-significant differences were denoted as n.s (P &gt; 0.05). Results are presented as the mean &#xb1; standard error (SD) of three replicates. For multiple comparisons, we applied the Benjamini-Hochberg false discovery rate (FDR) correction with Q &lt; 0.05 as the significance threshold. The line and bar graphs were drawn using Origin 2024b. The heatmap was drawn using TBtools software. Multi-group difference scatterplots were plotted using Omicshare tool.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Isolation and characterization of the intestinal commensal fungus <italic>H. gigas</italic>
</title>
<p>An abyssal fungal strain was successfully isolated from the gut microbiota of amphipods inhabiting the Mariana Trench. Phylogenetic characterization based on <italic>ITS</italic> and <italic>RPB2</italic> of conserved sequences confirmed the taxonomic classification of strain HM411 as <italic>C. madrasense</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Identification of gut microbial fungus <italic>C. madrasense</italic> HM411. <bold>(A)</bold> Phylogenetic tree of <italic>C. madrasense</italic> based on <italic>ITS</italic>, <italic>RPB2</italic> sequences. <italic>C. madrasense</italic> HM411 owned the most closet relative to <italic>C. madrasense</italic> CBS (MT 452310) under <italic>ITS</italic> amplification, with 100% homology in <italic>RPB2</italic>. Bootstrap analysis was performed with 1,000 replicates. <bold>(B, C)</bold> Plate morphology of <italic>C. madrasense</italic> on 0 M NaCl PDA after 3&#x2013;4 days of incubation at 28&#xb0;C. <bold>(D)</bold> Ascoma. <bold>(E)</bold> Ascospores. <bold>(F, G)</bold> <italic>C. madrasense</italic> HM411 showed a cellulose degradation activity index of 1.11, forming a hydrolysis zone on CMC-containing agar medium.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1602692-g001.tif">
<alt-text content-type="machine-generated">Phylogenetic trees and images of fungal colonies and structures. Panel A shows ITS and RPB2 phylogenetic trees highlighting C. madrasense HM411. Panel B and C display fungal colonies on agar. Panel D shows a spore-bearing structure, while Panel E shows a magnified spore with a 20 micrometer scale bar. Panels F and G present fungal colonies in petri dishes.</alt-text>
</graphic>
</fig>
<p>The morphological characteristics of <italic>C. madrasense</italic> HM411 were systematically investigated. When cultured on 0.5 M NaCl PDA, the strain exhibited white aerial hyphae (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) and produced distinctive yellow exudates in the central region during prolonged incubation (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). The colony demonstrated robust growth, reaching 6.50 &#xb1; 0.12 cm (n=3 biological replicates) in diameter following 7 days of incubation at 28&#xb0;C. Microscopic examination revealed the presence of typical ascomata and ascospores (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>), with epidermal, spherical structures delineated by the filaments. The mature ascospores displayed an olivaceous-brown pigmentation and exhibited ellipsoidal to subglobose morphology.</p>
<p>As members of the genus <italic>Chaetomium</italic> are widely recognized for their cellulolytic capabilities in both cellulosic waste degradation and single cell protein (SCP) production (<xref ref-type="bibr" rid="B12">Darwish and Abdel-Azeem, 2020</xref>), we evaluated the cellulolytic potential of <italic>C. madrasense</italic> HM411. The strain demonstrated sustained growth on CMC agar and formed distinct cellulose-hydrolyzed hyaline rings upon Congo red staining, thereby confirming its cellulose-degrading capacity. These findings substantiate the cellulolytic potential of this abyssal fungal strain (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1F, G</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>
<italic>C. madrasense</italic> HM411 exhibits superior low-temperature tolerance compared to <italic>C. madrasense</italic> HM412</title>
<p>To evaluate the cellulose-degrading specificity of hadal-derived <italic>C. madrasense</italic>, a comparative terrestrial strain (<italic>C. madrasense</italic> CGMCC 3.17112), originally isolated from cotton, was obtained from the China General Microbiological Culture Collection Center (CGMCC) and designated as <italic>C. madrasense</italic> HM412 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). In the same medium, both strains exhibited similar colony morphology. Visually, the growth diameter of <italic>C. madrasense</italic> in 0 M NaCl MCC appeared larger than that in (0 M, 0.5 M NaCl) PDA under the same incubation conditions (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>), suggesting that cellulose may be a more favorable carbon source for <italic>C. madrasense</italic> than PDA components (n=3 biological replicates).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Comparative analysis of colony morphology and growth characteristics of <italic>C. madrasense</italic> HM411 and HM412. <bold>(A)</bold> Colony morphology of <italic>C. madrasense</italic> HM411 and HM412 cultured on 0 M NaCl PDA, 0.5 M NaCl PDA and 0 M NaCl MCC, following 3 days incubation at 28&#xb0;C. <bold>(B)</bold> Heat maps showed the growth diameter of two <italic>C. madrasense</italic> inoculated in cellulose-producing medium at different temperatures. **P &lt; 0.01, ***P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1602692-g002.tif">
<alt-text content-type="machine-generated">Petri dish cultures and a heatmap chart. In section A, there are two rows showing fungal growth under different conditions: 0 M NaCl PDA, 0.5 M NaCl PDA, and 0 M NaCl MCC, for strains HM411 and HM412. Section B displays a heatmap showing growth rates (in color gradient) of C. madrasense HM411 and HM412 over varying temperatures (15&#xb0;C, 20&#xb0;C, 28&#xb0;C) and time intervals (24 h, 48 h, 72 h). Growth values increase with temperature and duration, indicated by darker shades of blue.</alt-text>
</graphic>
</fig>
<p>To assess the impact of temperature on the growth of the strains, we inoculated fungus discs of the same size on 0 M NaCl MCC, and measured the growth diameters of the two strains at different temperatures, with three biological replicates set up for each strain. The mean colony diameters of <italic>C. madrasense</italic> from marine and terrestrial sources, calculated from three independent replicates, were 3.66 &#xb1; 0.03 cm and 3.96 &#xb1; 0.03 cm, respectively, after 72 hours of incubation at 28&#xb0;C. Whereas, the diameter of <italic>C. madrasense</italic> colonies of marine and terrestrial origin was 1.13 &#xb1; 0.02 cm and 0.98 &#xb1; 0.02 cm (n=6 measurements from 3 biological replicates). after 72 hours of incubation at 15&#xb0;C, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The colony diameter of <italic>C. madrasense</italic> HM412 was larger than that of <italic>C. madrasense</italic> HM411 (p &lt; 0.0001) under the incubation condition at 28&#xb0;C, whereas at 15&#xb0;C, the larger colony diameter was that of <italic>C. madrasense</italic> HM411 (p &lt; 0.001), which might indicate that <italic>C. madrasense</italic> HM411 showed greater low-temperature tolerance than terrestrial source strains.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Comparison of the enzymatic productivity of <italic>C. madrasense</italic> HM411 and HM412 under different temperature conditions</title>
<p>Temperature represents a critical environmental factor influencing the viability and enzymatic productivity of cellulase-producing microbial strains (<xref ref-type="bibr" rid="B46">Sohail et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B41">Rosyida et&#xa0;al., 2015</xref>). To&#xa0;evaluate the thermal adaptability of <italic>C. madrasense</italic> HM411, endoglucanase production was assessed across a temperature gradient (10, 15, 20, 25, and 28&#xb0;C). The experimental results demonstrated that the optimal temperature range for endoglucanase production by <italic>C. madrasense</italic> HM411 was 25-28&#xb0;C, with enzyme synthesis reaching a stabilization phase after 5 days of incubation. Notably, the strain exhibited remarkable psychrotolerant characteristics, maintaining metabolic activity and enzymatic production at 15&#xb0;C, albeit with an extended stabilization phase observed at 16 days. These findings highlight the strain&#x2019;s adaptive capacity to suboptimal thermal conditions while maintaining cellulolytic functionality. While, until the end of the experiment (i.e., 18 days), no production of endoglucanase was detected under 10&#xb0;C culture conditions (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Temperature-dependent endoglucanase production profiles of <italic>C. madrasense</italic> HM411 and comparative analysis of enzymatic production with <italic>C. madrasense</italic> HM412. <bold>(A)</bold> Endoglucanase production profiles of marine-derived <italic>C. madrasense</italic> HM411 at different cultivation temperatures. <bold>(B)</bold> Comparative analysis of endoglucanase production between marine-derived <italic>C. madrasense</italic> HM411 and terrestrial-derived <italic>C. madrasense</italic> HM412 at 15&#xb0;C.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1602692-g003.tif">
<alt-text content-type="machine-generated">Graph A shows enzyme activity over days at various temperatures, with highest activity at 25&#xb0;C and 28&#xb0;C. Graph B compares enzyme activity between two strains, HM411 showing higher activity than HM412, both increasing over time. Error bars represent standard deviation.</alt-text>
</graphic>
</fig>
<p>To investigate the cellulolytic potential of two <italic>C. madrasense</italic> strains from different origins under low-temperature conditions, we evaluated their endoglucanase production capabilities at 15&#xb0;C. Comparative analysis revealed that <italic>C. madrasense</italic> HM411 showed significantly higher enzymatic productivity than <italic>C. madrasense</italic> HM412 under identical conditions (p &lt; 0.01). Specifically, <italic>C. madrasense</italic> HM412 reached the enzyme production stabilization phase at 22 days, demonstrating endoglucanase activity levels of 71.3 &#xb1; 3.4 U/mL (n=3 biological replicates), while <italic>C. madrasense</italic> HM411 achieved significantly higher activity levels of 87.5 &#xb1; 1.8 U/mL (n=3 biological replicates) during the same period (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Transcriptome overview, differentially expressed genes, and enrichment analysis</title>
<p>
<italic>C. madrasense</italic> HM411 demonstrated superior endoglucanase activity and a significantly reduced fermentation period at 15&#xb0;C compared to <italic>C. madrasense</italic> HM412. To elucidate the molecular mechanisms underlying the enhanced cellulase production and enzymatic activity of <italic>C. madrasense</italic> HM411 under low-temperature conditions, we conducted a comparative transcriptomic analysis of the two <italic>C. madrasense</italic> strains from distinct origins.</p>
<p>The reliability of the RNA-Seq data was supported by the raw read information (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>) and the high correlation and consistency observed among the three biological replicates (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3A</bold>
</xref>). The RT-qPCR analysis results reflected that the trend of transcript level changes of these genes was consistent with those obtained from the comparative transcriptome analysis (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S4</bold>
</xref>).</p>
<p>Comparative transcriptome analysis showed that there were 1,788 DEGs between <italic>C. madrasense</italic> HM411 and <italic>C. madrasense</italic> HM412 at 6 days of cellulose induction in 15&#xb0;C (|log2FC| &#x2265; 1 and adjusted padj &#x2264; 0.05), of which 1,089 genes were up-regulated, and 699 genes were down-regulated (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3B</bold>
</xref>).</p>
<p>We performed Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) enrichment analysis on DEGs and selected the top 10 items for further enrichment. These DEGs are mainly involved in protein synthesis, processing and degradation, primary metabolism, small molecule metabolism such as galactose, sucrose, fructose, aminosugar, and nucleotide sugar metabolism. In addition, the enrichment of differentially expressed genes in amino sugar and nucleotide sugar metabolism, starch and sucrose metabolism, and fructose and mannose metabolism may reflect enhanced metabolic flexibility in <italic>C. madrasense</italic> HM411, enabling better adaptation to low-temperature conditions through coordinated regulation of multiple metabolic pathways. This regulation of sugar metabolism may also enhance its metabolic efficiency and adaptive capacity (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). GO enrichment analysis showed that genes involved in the regulation of intracellular metabolic activities, degradation of macromolecular substances were significantly enriched, in addition to genes related to transcription, regulation, protein synthesis, metabolism and transport using DNA as a template (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). Energy metabolism is important for protein synthesis (<xref ref-type="bibr" rid="B24">Huang et&#xa0;al., 2017</xref>), and we hypothesize that up-regulation of related genes may benefit <italic>C. madrasense</italic> HM411 to resist low-temperature stress and produce cellulase. Next, TBtools (v1.120) was used to draw a heatmap containing the main marker genes associated with strains that resist low temperatures and produce enzymes. These include marker genes encoding enzymes associated with strain secretion. Notably, genes encoding secreted enzymes (e.g., endoglucanase <italic>CBH1</italic>, chitinase <italic>E3.2.1.14</italic>) were upregulated in <italic>C. madrasnese</italic> HM411. Additionally, genes associated with glycerol and choline synthesis, such as alcohol dehydrogenase (<italic>adh)</italic> and acetylcholinesterase (<italic>ACHE</italic>), were identified. These genes have been attributed to extracellular protein secretion and intracellular metabolism, including cell wall components, and cell membranes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>), which may be related to cellulase production by <italic>C. madrasense</italic> HM411 at low temperatures.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>DEG overview of <italic>C. madrasense</italic> HM411 and <italic>C. madrasense</italic> HM12 cultured under 15&#xb0;C for 6 days. <bold>(A, B)</bold> Top 10 terms in KEGG <bold>(A)</bold> and GO <bold>(B)</bold> enriched from DEGs of the <italic>C. madrasense</italic> HM411 groups (log2 fold-change &gt; 1.5 or &lt; &#x2212;1.5). Among of them, amino sugar and nucleotide sugar metabolism (ko00520; 20 candidate genes in HM411) was occupied mostly in KEGG enrichments, including starch and sucrose metabolism (ko00500), tyrosine metabolism (ko00350), and Fructose and mannose metabolism (ko00051). In the top terms of GO enrichments, there were three main functional categories: biological process, cellular component and molecular function. The catalytic activity (GO:0003824) occupied the majority with 619 candidate genes in <italic>C. madrasense</italic> HM411. <bold>(C)</bold> Normalized FPKM average value of marker genes analyzed in this study.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1602692-g004.tif">
<alt-text content-type="machine-generated">Scatter plots and a heatmap illustrate gene expression analysis. Plot A (KEGG-ALL) and Plot B (GO-ALL) show gene ratio vs. count, color-coded by Q value. Larger dots indicate higher counts. A heatmap, Panel C, shows gene expression levels across samples, with a color gradient from blue to red indicating expression intensity; specific genes and samples are highlighted in red boxes.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Analysis of differential expression of CAZyme genes and cellulase synthesis under low temperature stress</title>
<p>CAZymes are key enzymes for nutrient conversion and utilization in fungi, mainly including 6 enzyme families: auxiliary activities (AAs), glycosyl hydrolases (GHs), carbohydrate binding modules (CBMs), carbohydrate esterases (CEs), glycosyl transferases (GTs), and polysaccharide lyases (PLs) (<xref ref-type="bibr" rid="B19">Hao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B32">Li et&#xa0;al., 2020</xref>). We&#xa0;identified 378 genes as CAZyme genes by comparison with the CAZy database, of which 268 were up-regulated and 110 were down-regulated in expression (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>), including 37 secreted proteins. In <italic>C. madrasense</italic> HM411, the differential genes were mainly concentrated in the AA and GH families, in which the expression of glycoside hydrolase genes, GH5, GH6, GH7, GH11, GH16, GH18, and GH43 families, was significantly up-regulated (log<sub>2</sub>FC &gt; 1, padj &lt; 0.05) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>), and the major cellulase genes were distributed in the GH5, GH6, GH7, GH9 families.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Analysis of differential expression of CAZyme gene and cellulase synthesis under low temperature stress. <bold>(A)</bold> Expression profile of different CAZyme families. <bold>(B)</bold> Extracellular protein synthesis pathway and cellulose metabolism pathway. BTF, basal transcription factors; GLY, Glycolysis; STA, starch and sucrose metabolism; Genes labeled in red, green, and black represent up-regulated, down-regulated, and non-significantly expressed genes, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1602692-g005.tif">
<alt-text content-type="machine-generated">Panel A shows a scatter plot of Log2 Fold Change data with categories: AA, CBM, CE, GH, GT, PL. Orange dots indicate upregulation, green dots indicate downregulation. Panel B illustrates a cellular pathway, highlighting transcription factors, protein folding in the endoplasmic reticulum, and a metabolic pathway converting glucose to ethanol.</alt-text>
</graphic>
</fig>
<p>Cellulose degradation is carried out by three classes of enzymes, mainly endoglucanase (EG) (<italic>EC 3.2.1.4</italic>), cellobiose hydrolase (CBH) (<italic>EC 3.2.1.91</italic>), and &#x3b2;-glucosidase (BG) (<italic>EC 3.2.1.21</italic>) (<xref ref-type="bibr" rid="B23">Henriksson et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B62">Yuan et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B1">Amer et&#xa0;al., 2017</xref>). In addition, oxidoreductases such as cellobiose dehydrogenase (CDH) (<italic>EC 1.1.99.18</italic>) may act synergistically with classical GH to accelerate the enzymatic conversion of polysaccharides (<xref ref-type="bibr" rid="B8">Cameron and Aust, 2001</xref>). Significant up-regulation of <italic>CELB</italic> (log<sub>2</sub>FC = 5.69, padj &lt; 0.05), <italic>CBH1</italic> (log<sub>2</sub>FC = 3.11, padj &lt; 0.05), and <italic>bglX</italic> (log<sub>2</sub>FC = 2.13, padj &lt; 0.05) involved in the cellulose metabolism pathway was detected in RNA-Seq, corresponding to EG, CBH, and BG, respectively (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>), in addition to <italic>CDH</italic> (log<sub>2</sub>FC = 3.46, padj &lt; 0.05), a cellobiose dehydrogenase that accelerates the enzymatic conversion of polysaccharides (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>). The degradation product of cellulose, glucose, is specifically recognized and bound by glucose transport proteins and enters the cell by changing its own conformation to participate in glycolysis and ethanol fermentation pathways. The up-regulation of <italic>HK</italic> (log<sub>2</sub>FC = 1.08, padj &lt; 0.05) and <italic>galM</italic> (log<sub>2</sub>FC = 4.76, padj &lt; 0.05) genes within the starch and sucrose metabolic pathways, along with the enrichment of <italic>GAPDH</italic>, <italic>ALDH</italic>, and <italic>AKR1A1</italic> genes in the glycolytic pathway, was observed. These findings suggest that <italic>C. madrasense</italic> HM411 cells may possess enhanced capabilities for cellulose degradation and ethanol synthesis, thereby providing efficient energy metabolism for cellular functions.</p>
<p>Cellulase secretion begins with the transcription of DNA in the nucleus, and in the RNA-Seq we detected up-regulation of the <italic>TFIIH2</italic> (log<sub>2</sub>FC = 1.22, padj &lt; 0.05) and <italic>XPB</italic> (log<sub>2</sub>FC = 1.34, padj &lt; 0.05) genes. <italic>TFIIH2</italic> assists RNA polymerase II to bind to the promoter region of the gene, promotes the formation of the transcription initiation complex, and stabilizes the structure of the transcription initiation complex (<xref ref-type="bibr" rid="B43">Schilbach et&#xa0;al., 2017</xref>). Up-regulation of <italic>RP-L30</italic> (log<sub>2</sub>FC = 1.18, padj &lt; 0.05) and <italic>RP-L24</italic> (log<sub>2</sub>FC = 1.09, padj &lt; 0.05) genes involved in encoding the 60S large subunit of the ribosome was detected, and the L30 protein helps to maintain the normal function and stability of the ribosome and ensures that the translation process proceeds efficiently (<xref ref-type="bibr" rid="B54">White et&#xa0;al., 2004</xref>). The L24 protein helps maintain ribosome activity and accuracy, ensuring proper decoding of mRNA and accurate amino acid incorporation (<xref ref-type="bibr" rid="B14">Dresios et&#xa0;al., 2000</xref>). The up-regulation of <italic>TFIIH2</italic>, <italic>RP-L30</italic>, and <italic>RP-L24</italic> genes may indicate&#xa0;that <italic>C. madrasense</italic> HM411 has a better DNA transcription capacity than <italic>C. madrasense</italic> HM412 under the same low temperature conditions.</p>
<p>Peptides entering the ER lumen need to be folded with the assistance of the binding protein <italic>BiP1</italic>, a homolog of <italic>Kar2</italic> in Streptococcus that plays a role in the folding of ER proteins (<xref ref-type="bibr" rid="B44">Sepp&#xe4;&#xa0;and Makarow, 2005</xref>). Thus, up-regulation of the <italic>BIP</italic> (log<sub>2</sub>FC = 1.28, padj &lt; 0.05) gene may help <italic>C. madrasense</italic> HM411 maintain intracellular protein homeostasis. Unfortunately, endoplasmic reticulum stress is induced when misfolded proteins accumulate in the endoplasmic reticulum. <italic>IRE1</italic> is able to sense this stress signal and, through its own nucleic acid endonuclease activity, splices the X-box-binding protein 1 (XBP1) mRNA to convert it into the active XBP1 protein, a potent transcription factor that enters the nucleus to activate a series of factors involved in ER protein folding, mass control, lipid synthesis and transport, among other processes (<xref ref-type="bibr" rid="B60">Xu et&#xa0;al., 2016</xref>). Therefore, we hypothesized that <italic>C. madrasense</italic> HM411 attempted to restore protein folding homeostasis by enhancing the molecular chaperone-assisted folding function through the up-regulated <italic>BIP</italic> gene. And there were no significant changes in <italic>PDI</italic>, <italic>ERO1</italic> and <italic>IRE1</italic> genes, indicating that oxidative protein folding and <italic>IRE1</italic>-mediated UPR signaling pathway in <italic>C. madrasense</italic> HM411 cells are relatively stable at the current stage and have not yet been significantly activated, and that the cells still have a certain ability to cope with protein folding under the existing mechanism. Folded proteins undergo complex assembly and modification in preparation for vesicle transport, which begins with vesicle growth.</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Cell wall, cell membrane differential genes</title>
<p>In our results, low-temperature stress induced changes in the transcript levels of DEGs associated with cell wall components (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). We detected the activated expression of the genes related to chitinase synthesis, which attack the crystal structure of chitin by disrupting glycosidic glycoconjugates, which further leads to a decrease in chitin content within the cell wall. The &#x3b2;-mannosidase-encoding gene (<italic>manB</italic>) showed up-regulated expression (log<sub>2</sub>FC = 1.12, padj &lt; 0.05). Such an enzyme is indispensable for the complete degradation of mannans. Moreover, the decline in mannans will result in a reduction in mannoprotein molecules. Mannan is a macromolecular polysaccharide that is composed of mannose and glucose via &#x3b2;-(1-2) glycosidic linkages and &#x3b2;-(1-3) glycosidic linkages. The expression of genes related to mannose metabolizing enzymes will decrease the mannose content, thereby influencing the formation of mannan. In addition, key genes responsible for prolonging &#x3b2;-1,3-glucan were down-regulated. Taken together, we hypothesize that reduced cell wall stability may favor improved tolerance to low temperatures. Furthermore, the key genes accountable for elongating &#x3b2;-1,3-glucan were down-regulated. All things considered, we put forward the hypothesis that the decreased stability of the cell wall might contribute to enhanced tolerance to low temperatures.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Comparative analysis of endoglucanase secretion efficiency between <italic>C. madrasense</italic> HM411 and HM412 at 15&#xb0;C through differential gene expression profiling of cell wall and cell membrane-related pathways. <bold>(A)</bold> Main cell wall component biodegradation pathways and main cell membrane component biosynthesis pathways. <bold>(B)</bold> Relative mRNA expression level of 4 genes under different temperature. Error bars represent the standard deviations from three independent experiments. n.s, not significant (P &gt; 0.05), ***P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1602692-g006.tif">
<alt-text content-type="machine-generated">Diagram showing biochemical pathways (A) and a bar graph (B). A depicts pathways of amino sugar, nucleotide sugar, glycerolipid, and glycerophospholipid metabolism with various enzymes like HEXA_B, ALDH, and MAN. B displays gene expression (Log2R) for manB, adh, E3.2.1.14, and ACHE at 28&#xb0;C and 15&#xb0;C, with significant increase at 28&#xb0;C indicated by asterisks.</alt-text>
</graphic>
</fig>
<p>Low temperature or heat stress is capable of disrupting the stability and fluidity of the membrane. Meanwhile, the stability and fluidity of the membrane dictate the cell&#x2019;s tolerance towards stress conditions and directly influence a multitude of membrane associated physiological processes (<xref ref-type="bibr" rid="B42">Santos et&#xa0;al., 2019</xref>). KEGG analysis of DEGs showed enrichment of glycerolipid and glycerophospholipid metabolic pathways involved in the response to low temperature stress. Enrichment of genes associated with the glycerol ester and glycerophospholipid metabolic pathways was observed. The upregulation of <italic>ALDH</italic> (log<sub>2</sub>FC = 1.17, padj &lt; 0.05), <italic>adh</italic> (log<sub>2</sub>FC = 2.82, padj &lt; 0.05), and <italic>DAK</italic> (log<sub>2</sub>FC = 4.86, padj &lt; 0.05) expression in the glyceride metabolic pathway led to increased intracellular glycerophospholipid levels. Glycerophospholipid acyl ketone participates in pyruvate synthesis during glycolysis, which subsequently promotes the tricarboxylic acid cycle (TCA) to generate substantial ATP through substrate phosphorylation, thereby supplying energy for cellular activities in fungal cells. In the glycerophospholipid metabolic pathway, the upregulation of <italic>GDE1</italic> enhances the hydrolysis of glycerophosphodiester and accelerates glycerophospholipid metabolism. This may result in alterations in intracellular glycerophospholipid levels, potentially influencing the composition and fluidity of cell membranes.</p>
<p>To verify the above analysis, we incubated <italic>C. madrasense</italic> HM411 and HM412 at 15&#xb0;C and 28&#xb0;C for 6 days (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). Subsequently, RNA was extracted, and the expression of genes involved in the synthesis of <italic>E3.2.1.14</italic>, <italic>manB</italic>, <italic>adh</italic>, and <italic>ACHE</italic> were determined using <italic>&#x3b2;-actin</italic> as an internal reference. It should be noted that the relative expression of <italic>manB</italic> (7.6 &#xb1; 2.5-fold, &#x394;&#x394;Ct = -2.62 &#xb1; 0.33, n=3 biological replicates), <italic>adh</italic> (11.4 &#xb1; 4.6-fold, &#x394;&#x394;Ct = -2.48 &#xb1; 0.30, n=3 biological replicates), <italic>E3.2.1.14</italic> (1.2 &#xb1; 0.2-fold, &#x394;&#x394;Ct = -4.77 &#xb1; 0.15, n=3 biological replicates) and <italic>ACHE</italic> (30.3 &#xb1; 9.8-fold, &#x394;&#x394;Ct = -6.41 &#xb1; 0.40, n=3 biological replicates) genes in HM411 at 15&#xb0;C was higher than that at 28&#xb0;C. The increased relative expression of <italic>manB</italic> and <italic>E3.2.1.14</italic> may directly influence intracellular chitin content. This could lead to reduced cell wall stability in <italic>C. madrasense</italic> HM411, and decreased obstruction of extracellular substances. Consequently, the uptake of nutrients, such as glucose and amino acids, into the cell may be facilitated. Glucose, amino acids and other nutrients enter the cell smoothly, and enhance intracellular material metabolic activities. The increased expression of <italic>adh</italic> and <italic>ACHE</italic> genes may have enhanced cell membrane fluidity, facilitating the movement of various transporter proteins and signal receptors. This improved membrane dynamics enables cells to more rapidly and accurately perceive external low-temperature signals, which are subsequently transduced intracellularly to activate the expression of relevant genes and initiate the cellulase synthesis pathway.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The intestinal tract of <italic>H. gigas</italic> harbors a diverse repertoire of polysaccharide-hydrolyzing enzymes that facilitate the metabolism of debris-derived sugars, representing a critical adaptive strategy for survival in extreme environments while contributing to ecosystem energy flux (<xref ref-type="bibr" rid="B28">Kobayashi et&#xa0;al., 2019</xref>). However, key questions remain unresolved, particularly regarding both culturable and unculturable fractions of its gut microbiota, their environmental adaptation mechanisms, as well as their collective roles in driving carbon cycling and energy flow, require further investigation. In this study, we successfully isolated a symbiotic fungal strain, <italic>C. madrasense</italic> HM411, which has potential for cellulose degradation capacity. Notably, this represents the first report of cellulose-degrading potential in an abyssal-origin strain of <italic>C. madrasense</italic>, whereas previous studies on terrestrial and marine isolates of this species have primarily focused on their bioactive natural product potential (<xref ref-type="bibr" rid="B49">Tian and Li, 2022</xref>). The strain exhibited robust extracellular endoglucanase activity, reaching 63.4 &#xb1; 2.3 U/mL at 28&#xb0;C. Comparative analysis revealed that the deep-sea derived <italic>C. madrasense</italic> HM411 showed 22.7% greater endoglucanase activity at 15&#xb0;C than its terrestrial counterpart. This may indicate that <italic>C. madrasense</italic> HM411 is more adapted to the low-temperature environment. These findings not only advance our understanding of microbial extremophile physiology but also underscore the ecological and biotechnological potential of hadal fungi in carbon turnover and low-temperature enzyme discovery. Future research should focus on elucidating the metabolic regulation mechanisms of these strains in extreme environments and exploring their potential applications in biotechnology and ecological restoration. While this study provides insights into the cellulolytic potential of hadal-adapted fungal symbionts, we acknowledge that our culture-dependent approach may introduce bias relative to the total fungal diversity. The observed culturable fungi likely represent only a subset of the <italic>in situ</italic> fungal community, as many oligotrophic or slow-growing taxa may resist laboratory cultivation (<xref ref-type="bibr" rid="B48">Tedersoo et&#xa0;al., 2014</xref>).</p>
<p>The cellulase production of the two strains was determined at 15&#xb0;C, and it was found that <italic>C. madrasense</italic> HM411 entered the enzyme producing stable phase earlier than strain <italic>C. madrasense</italic> HM412. The analysis of the transcriptome data revealed that the CAZymes were dominated by GHs, AAs, and CEs, which are essential for the degradation of polysaccharides as well as the oxidative degradation of cellulose and chitin (<xref ref-type="bibr" rid="B33">Lombard et&#xa0;al., 2014</xref>). The expression of GHs, AAs and CEs-related genes was higher in <italic>C. madrasense</italic> HM411 compared to CBMs and GTs. Among these genes, cellulase (AA9) is the most up-regulated CAZyme, followed by xylanase (GH43), which is the most up-regulated of the family of GHs with the highest number of differentiated genes. These enzymes are essential for the degradation of cellulose and serve as an important source of carbon and nitrogen for marine organisms. Additionally, in gut microbiota, the GH43 family of enzymes (e.g., xynB, log<sub>2</sub>FC = 1.59, padj &lt; 0.05) helps to break down complex carbohydrates and affect gut microbiota metabolism and host health (<xref ref-type="bibr" rid="B18">Flint et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B59">Xu et&#xa0;al., 2019</xref>).</p>
<p>The genes encoding cellulase, a key enzyme for cellulose hydrolysis, were significantly upregulated. This upregulation enhances the strain&#x2019;s ability to efficiently degrade cellulose-based polysaccharides in the environment, converting them into small-molecule sugars that can be directly absorbed and utilized by cells, thereby providing essential carbon and energy for cellular growth and metabolism (<xref ref-type="bibr" rid="B21">Hegazy et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B34">Mattam et&#xa0;al., 2022</xref>). Meanwhile, the up-regulation of genes related to the secretory protein synthesis pathway further enhanced the strain&#x2019;s ability to exchange substances and interact with the external environment (<xref ref-type="bibr" rid="B3">Baeza et&#xa0;al., 2022</xref>). These secreted proteins may include hydrolytic enzymes, transporter proteins, and signaling molecules, which facilitate nutrient uptake (e.g., polysaccharides, oligosaccharides, and amino acids) and enhance the strain&#x2019;s ability to cope with low-temperature stress (<xref ref-type="bibr" rid="B57">Wouters et&#xa0;al., 2000</xref>). We support the hypothesis that <italic>C. madrasense</italic> HM411 strain, by virtue of its gene regulatory mechanisms and strong metabolic capacity, is able to better utilize the rich and diverse polysaccharide resources in the environment compared to terrestrial sources <italic>C. madrasense</italic> HM412, under 15&#xb0;C culture conditions. This hypothesis can be analyzed by comparative transcriptomic analysis of <italic>C. madrasense</italic> HM411 and reference strains (e.g., <italic>C. madrasense</italic> HM412) grown on polysaccharide as medium at 15&#xb0;C. This not only facilitates the survival and reproduction of the strain in the host intestine, but also at the macro level of marine ecosystems, <italic>C. madrasense</italic> HM411 may play an important role in marine carbon cycling and nutrient dynamics. Scientific studies have demonstrated that extracellular enzymes produced by marine microorganisms enhance carbon sequestration by degrading algal and zooplankton-derived detritus, thereby accelerating the vertical flux of organic carbon from surface waters to the deep ocean (<xref ref-type="bibr" rid="B2">Arnosti, 2011</xref>). While these enzymatic properties may facilitate carbon cycling, direct quantification of their ecological impact requires future <italic>in situ</italic> stable isotope probing (SIP) experiments. A limitation of this study is the use of <italic>&#x3b2;-actin</italic> as the sole reference gene for RT-qPCR normalization. While <italic>&#x3b2;-actin</italic> showed stable expression here, future studies should validate additional reference genes (e.g., <italic>GAPDH</italic>). Additionally, while three biological replicates per group align with field standards, larger sample sizes would enhance statistical power. Future work should incorporate power analyses to optimize experimental designs.</p>
<p>Fungi in abyssal environments face many extremes, including environmental conditions such as low temperature, high pressure, and darkness. Fungi are critical for carbon and nutrient cycling in cold ecosystems, and saprophytic fungi actively decompose organic matter by secreting various hydrolytic enzymes (<xref ref-type="bibr" rid="B51">Wang et&#xa0;al., 2017</xref>). Under temperature stress conditions, the tertiary structures of molecules such as enzymes and other functional proteins may be damaged and they will not function properly. Fungi can produce heat or cold marker molecules, such as heat shock proteins and chaperones to help repair functional structures (<xref ref-type="bibr" rid="B4">Bai et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B50">Tiwari et&#xa0;al., 2015</xref>), extracellular hydrolytic enzymes such as chitinolytic enzymes (<xref ref-type="bibr" rid="B17">Fenice, 2016</xref>), as well as increased production of heat shock proteins to minimize protein misfolding (<xref ref-type="bibr" rid="B29">Kroll et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B37">Miteva-Staleva et&#xa0;al., 2017</xref>). In our study, a series of gene expression changes closely related to the cold acclimatization mechanism of fungi were identified. The genes involved in encoding heat shock proteins showed a clear trend of up-regulation, suggesting that the fungus actively increases the synthesis of heat shock proteins in response to low temperatures in order to enhance its own tolerance to low temperature stress (<xref ref-type="bibr" rid="B20">Hao et&#xa0;al., 2022</xref>). The up-regulation of the gene encoding chitinase could mean that the fungus is focusing more on obtaining nutrients such as glucose and amino acids from the environment as sustenance to further optimize its survival strategy (<xref ref-type="bibr" rid="B31">Langner and G&#xf6;hre, 2016</xref>). Based on these results, it can be suggested that <italic>C. madrasense</italic> HM411 strains may have acquired more unique and effective adaptive strategies during the evolutionary process than strains of terrestrial origin, making them more adaptable to the extreme environmental conditions of low temperatures in the hadal zone. However, comparisons with single terrestrial isolates may not fully represent the ecological plasticity of this species. Future studies should include a broader diversity of marine and terrestrial strains, particularly those from extreme environments (e.g., polar regions or hot springs), to better elucidate potential niche-specific adaptations.</p>
<p>Our work emphasizes the potential importance of <italic>H. gigas</italic> symbiotic fungi, in particular <italic>C. madrasense</italic> HM411. Its cellulase synthesis potential was studied by enzyme producing primary and secondary screens. Our study verifies the presence of cellulase-producing symbiotic fungi in the gut of the <italic>H. gigas</italic> from the Mariana Trench, which may be helpful in the digestion of difficult to biodegrade substances by <italic>H. gigas</italic>. Furthermore, our study provides valuable insights into the adaptation mechanisms of symbiotic fungi to extreme environments, particularly their capacity to produce functional enzymes under low-temperature conditions. These findings not only enhance our understanding of microbial symbiosis in deep-sea ecosystems but also hold potential for biotechnological applications.</p>
</sec>
</body>
<back>
<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. Raw sequencing reads for the transcript information in this work were submitted to the NCBI Sequence Read Archive under sequential accession numbers from SRR31859304 to SRR31859309.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>PJ: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YC: Writing &#x2013; review &amp; editing, Investigation, Visualization. YX: Investigation, Writing &#x2013; review &amp; editing. SW: Investigation, Writing &#x2013; review &amp; editing. JF:&#xa0;Writing &#x2013; review &amp; editing, Resources, Supervision. XY: Resources, Supervision, Writing &#x2013; review &amp; editing, Conceptualization, Funding acquisition, Investigation.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by National Natural Science Foundation of China 42476091, and Shanghai Municipal Education Commission (2023ZKZD53).</p>
</sec>
<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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors&#xa0;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="s11" 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/fmars.2025.1602692/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1602692/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image1.pdf" id="SF1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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