<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2024.1380089</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immunomodulatory effects of a probiotic combination treatment to improve the survival of Pacific oyster (<italic>Crassostrea gigas)</italic> larvae against infection by <italic>Vibrio coralliilyticus</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hesser</surname>
<given-names>Jennifer</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2643863"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mueller</surname>
<given-names>Ryan S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/519300"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Langdon</surname>
<given-names>Chris</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1126819"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schubiger</surname>
<given-names>Carla B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biomedical Sciences, Carlson College of Veterinary Medicine, Oregon State University</institution>, <addr-line>Corvallis, OR</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Microbiology, College of Science, Oregon State University</institution>, <addr-line>Corvallis, OR</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Coastal Oregon Marine Experiment Station and Department of Fisheries, Wildlife, and Conservation Sciences, College of Agricultural Sciences, Oregon State University</institution>, <addr-line>Corvallis, OR</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Hany M. R. Abdel-Latif, Alexandria University, Egypt</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Akram Shehata, Alexandria University, Egypt</p>
<p>Assunta Liberti, Anton Dohrn Zoological Station Naples, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jennifer Hesser, <email xlink:href="mailto:jenniferhesser97@gmail.com">jenniferhesser97@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1380089</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Hesser, Mueller, Langdon and Schubiger</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Hesser, Mueller, Langdon and Schubiger</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>
<sec>
<title>Introduction</title>
<p>The culture of Pacific oysters (<italic>Crassostrea gigas</italic>) is of significant socio-economic importance in the U.S. Pacific Northwest and other temperate regions worldwide, with disease outbreaks acting as significant bottlenecks to the successful production of healthy seed larvae. Therefore, the current study aims to describe the mechanisms of a probiotic combination in improving the survival of <italic>C. gigas</italic> larvae. Specifically, we investigate changes in <italic>C. gigas</italic> larval gene expression in response to <italic>V. coralliilyticus</italic> infection with or without a pre-treatment of a novel probiotic combination.</p>
</sec>
<sec>
<title>Methods</title>
<p>Treatment groups consisted of replicates of Pacific oyster larvae exposed to a) a combination of four probiotic bacteria at a total concentration of 3.0 x 10<sup>5</sup> CFU/mL at 18 hours post-fertilization (hpf), b) pathogenic <italic>V. coralliilyticus</italic> RE22 at a concentration of 6.0 x 10<sup>3</sup> CFU/mL at 48 hpf, and c) the probiotic combination at 18 hpf and <italic>V. coralliilyticus</italic> RE22 at 48 hpf. RNA was extracted from washed larvae after 72 hpf, and transcriptome sequencing was used to identify significant differentially expressed genes (DEGs) within each treatment.</p>
</sec>
<sec>
<title>Results</title>
<p>Larvae challenged with <italic>V. coralliilyticus</italic> showed enhanced expression of genes responsible for inhibiting immune signaling (i.e., <italic>TNFAIP3</italic>, <italic>PSMD10</italic>) and inducing apoptosis (i.e., <italic>CDIP53</italic>). However, when pre-treated with the probiotic combination, these genes were no longer differentially expressed relative to untreated control larvae. Additionally, pre-treatment with the probiotic combination increased expression of immune signaling proteins and immune effectors (i.e., <italic>IL-17</italic>, <italic>MyD88</italic>). Apparent immunomodulation in response to probiotic treatment corresponds to an increase in the survival of <italic>C. gigas</italic> larvae infected with <italic>V. coralliilyticus</italic> by up to 82%.</p>
</sec>
<sec>
<title>Discussion</title>
<p>These results indicate that infection with <italic>V. coralliilyticus</italic> can suppress the larval immune response while also prompting cell death. Furthermore, the results suggest that the probiotic combination treatment negates the deleterious effects of <italic>V. coralliilyticus</italic> on larval gene expression while stimulating the expression of genes involved in infection defense mechanisms.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Pacific oyster larvae</kwd>
<kwd>probiotics</kwd>
<kwd>immune response</kwd>
<kwd>
<italic>Vibrio coralliilyticus</italic>
</kwd>
<kwd>aquaculture</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="12"/>
<word-count count="7509"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Molecular Innate Immunity</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Today&#x2019;s aquaculture production satisfies half of the global seafood demand, and this proportion is increasing as harvests of wild fish and shellfish populations reach maximum sustainable yields (<xref ref-type="bibr" rid="B1">1</xref>). In 2021, commercial oyster production in the U.S. totalled 23.9 million pounds, valued at 222.5 million USD (<xref ref-type="bibr" rid="B2">2</xref>). Hatcheries that rear oyster larvae and supply oyster farmers with seed periodically face disease outbreaks caused by pathogenic bacteria. Infections by pathogenic <italic>Vibrio</italic> spp. (vibriosis) are primarily responsible for mass mortalities, which can cause significant bottlenecks in oyster larval production and subsequent economic losses (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Several <italic>Vibrio</italic> species have been reported to cause disease outbreaks in bivalve aquaculture, including <italic>V. aestuarianus, V. coralliilyticus, V. splendidus, V. tapetis, V. tasmaniensis</italic>, and <italic>V. tubiashii</italic> (<xref ref-type="bibr" rid="B4">4</xref>). <italic>Vibrio coralliilyticus</italic> is one of the most prominent pathogens in this industry, being linked to numerous mortality events and showing virulence towards a range of host species, including the Pacific oyster (<italic>Crassostrea gigas</italic>), Eastern oyster (<italic>Crassostrea virginica</italic>), Kumamoto oyster (<italic>Crassostrea sikamea</italic>), and Geoduck clams (<italic>Panope abrupta</italic>) (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Symptoms of vibriosis in larvae are often characterized by a rapid decline in larval motility, detachment of the velum, and soft tissue necrosis (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Although clinical symptoms have been observed, the oyster larvae&#x2019;s immune and inflammatory response following pathogenic infection are not well understood.</p>
<p>As invertebrates, oysters deploy an innate immune response to protect themselves from pathogenic bacteria, viruses, and parasites (<xref ref-type="bibr" rid="B11">11</xref>). Pattern recognition receptors (PRRs) bind to pathogen-associated molecular patterns (PAMPs), stimulating downstream signalling pathways. Several immune signalling pathways may be employed to produce immune effector molecules, cytokines, and antimicrobial peptides (<xref ref-type="bibr" rid="B12">12</xref>). Unfortunately, even with a defence response, oyster larvae are still found to be highly susceptible to pathogens (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Methods for preventing bacterial infections in oyster larvae typically include maintaining good water quality (i.e., frequent water changes, ozonisation, ultra-violet radiation treatment) and, occasionally, adding antibiotics (<xref ref-type="bibr" rid="B14">14</xref>). Unfortunately, water treatments are usually not effective enough to reduce the impacts of pathogenic bacteria, and antibiotic treatments are often prohibited due to environmental concerns (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Thus, researching alternative disease control methods, such as probiotics, is a priority. In recent years, several putative probiotics have been investigated to protect oyster larvae from pathogenic bacteria (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>). In addition, a new probiotic combination treatment introduced by Madison et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>) improved the relative percent survival of <italic>C. gigas</italic> larvae by 65.95% when challenged with <italic>V. coralliilyticus.</italic> Additionally, exposure to the probiotic combination significantly improved size and settlement rates of <italic>C. gigas</italic> larvae (<xref ref-type="bibr" rid="B22">22</xref>). The authors suggested a form of immune priming as one potential mechanism responsible for these changes. This study builds on this preliminary work and aims to characterize the defence response of <italic>C. gigas</italic> larvae exposed to <italic>V. coralliilyticus</italic>, either with or without pre-exposure to a combination of these novel probiotics.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Material and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Bacterial cultures</title>
<p>Three of the four probiotic strains used in this study (B11, DM14, and D16) were previously isolated and evaluated as a single combination treatment (<xref ref-type="bibr" rid="B22">22</xref>). The DM14 and D16 isolates were identified as different <italic>Pseudoalteromonas</italic> spp., and B11 as an <italic>Epibacterium</italic> sp (<xref ref-type="bibr" rid="B22">22</xref>). The fourth strain (ASW1) was later isolated from larvae cultured in autoclaved seawater using methods outlined previously (<xref ref-type="bibr" rid="B22">22</xref>). Genetic identification of ASW1 was completed using 16s rRNA gene sequencing and the NCBI&#x2019;s BLAST suite (<xref ref-type="bibr" rid="B23">23</xref>). The 16S rRNA sequence was submitted to GenBank (Accession OQ595186). ASW1, in combination with B11, DM14, and D16, was evaluated for efficiency in improving the survival of <italic>C. gigas</italic> larvae challenged with <italic>Vibrio coralliilyticus</italic> using well-plate assays as described by Madison et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>). To obtain isolates for larval assays, cells from glycerol stocks stored at -80&#xb0;C were streaked on plates with seawater-based Luria-Bertani agar (LBSw; 10 g of tryptone, 5 g of yeast extract, and 15 g of agar, per liter of 10 &#xb5;m filtered seawater) and incubated at 25&#xb0;C for 48 hours. Colonies were grown in 5 mL of LBSw broth (10 g of tryptone, 5 g of yeast extract per liter of filtered seawater) at 25&#xb0;C and agitated at 40 RPM on a roller drum (New Brunswick TC-7; New Brunswick Scientific, Enfield, CT, USA) for 24 hours. Cultures were then washed twice with autoclaved seawater by centrifuging at 3900 x g for 5 min and resuspended in autoclaved seawater. The optical density was measured at 600 nm (OD<sub>600</sub>) (Beckman DU 530, Beckman Coulter, Brea, CA, USA). Assuming that an OD<sub>600</sub> measurement of 1.0 equalled approximately 8.0 x 10<sup>8</sup> CFU/mL, bacterial cultures were appropriately diluted to obtain target concentrations of 6.0 x 10<sup>3</sup> CFU/mL for <italic>V. coralliilyticus</italic> and 7.5 x 10<sup>4</sup> CFU/mL for each probiotic strain of the combination treatment used in larval challenge experiments.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Larval rearing</title>
<p>Adult <italic>C. gigas</italic> were provided by the Molluscan Broodstock Program (MBP) at Oregon State University&#x2019;s Hatfield Marine Science Centre. Oysters from genetically unrelated families were chosen for spawning. Oysters were held for two to four weeks in a conditioning system at 20&#xb0;C to induce gametogenesis and continuously fed on a 50/50 (by cell concentration) mixed algal diet of <italic>Isochrysis galbana</italic> and <italic>Chaetoceros neogracile</italic> (total concentration of 10,000 cells/mL). When sexually mature, oysters were strip-spawned, and resulting gametes were fertilized following aseptic techniques (<xref ref-type="bibr" rid="B24">24</xref>). Larvae were hatched in sterile 250 mL Erlenmeyer flasks containing autoclaved seawater at 25&#xb0;C, 32 &#xb1; 2 ppt salinity, and a pH of 8.2 &#xb1; 0.1. The seawater used to hatch larvae was pumped from the Yaquina Bay, Newport, passed through sand filters followed by 10-&#xb5;m bag filters, and aerated with carbon-dioxide-stripped air overnight to adjust the pH before autoclaving. After the seawater was autoclaved, it was agitated and aerated on a shaker table (Benchmark, Sayreville, NJ, USA) at 80 RPM for 16 to 24 hours before adding fertilized eggs.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Effects of probiotic additions against <italic>Vibrio coralliilyticus</italic> at different times during early larval development</title>
<p>Our previous survival assays evaluated the effects of various probiotic combinations and concentrations in protecting developing <italic>C. gigas</italic> larvae against <italic>Vibrio coralliilyticus</italic> (22 and unpublished data<italic>)</italic>. In this present study, the effects of the timing of probiotic additions on larval survival were evaluated by dosing larvae with the probiotics at different times post-fertilization of the eggs.</p>
<p>Following egg fertilization, embryos were transferred from a concentrated egg suspension in a single sterile 1 L beaker to sterile 250 mL flasks containing autoclaved seawater at a final concentration of 50 embryos per mL. This concentration allowed for the rearing of sufficient numbers of healthy normal larvae for the assays while considering handling constraints. The flasks were agitated and aerated on a shaker table at 50 RPM throughout the culturing the of larvae. Treatment groups were designated by the timing of probiotic addition. Probiotics were provided to larvae at 2 (2 hr PB Only), 6 (6 hr PB Only), 12 (12 hr PB Only), 18 (18 hr PB Only), or 24 hpf (24 hr PB Only). The four probiotics (ASW1, B11, DM14, D16) were added to larval cultures as a combination treatment at a concentration of 7.5 x 10<sup>4</sup> CFU/mL per probiotic strain (<xref ref-type="bibr" rid="B22">22</xref>). Each of these five probiotic treatment groups was cultured in triplicate flasks. Twenty-four hours post-fertilization (hpf), D-larvae from each flask were poured onto a sterile 40 &#xb5;m sieve, rinsed with autoclaved seawater, and resuspended in probiotic-free autoclaved seawater, except for treatment groups receiving probiotics at 24 hpf. This 24 hpf treatment represented a &#x201c;standard&#x201d; method used in our earlier studies (<xref ref-type="bibr" rid="B22">22</xref>), whereby the probiotics were added to the larval cultures at 24 hpf, but the larvae were not resuspended in probiotic-free autoclaved seawater before the addition of <italic>V. coralliilyticus</italic>. Therefore, by adding the probiotic combination at time points before 24 hpf, we investigated if the probiotic additions could influence the larvae at different points early in larval development. The transfer of larvae into probiotic-free autoclaved seawater also limits potential interactions between the probiotics and pathogen within the culture environment and focuses on interactions within the gut of the host where infection begins.</p>
<p>After transferring larvae from the 2, 6, 12, and 18 hpf treatments to probiotic-free autoclaved sea water, the larvae were resuspended at a concentration of 35 larvae/mL. Then one mL of larvae suspension was transferred to each well of a 24-well plate (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Larval concentrations were reduced in the well plates to better compensate for the addition of bacteria and subsequent influence on abiotic factors (<xref ref-type="bibr" rid="B22">22</xref>). Once transferred into well plates, the 24 hpf probiotic treatment groups received the probiotic addition.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Experimental timeline for larval assays. <bold>(A)</bold> In the survival assay, probiotic treatment groups were designated by the timing of probiotic addition. Following fertilization, probiotics were added at either 2 (2 hr PB Only), 6 (6 hr PB Only), 12 (12 hr PB Only), or 18 hpf (18 hr PB Only). At 48 hpf, <italic>Vibrio coralliilyticus</italic> was added to probiotic-treated larvae (&#x201c;2 hr PB + Vcor&#x201d;, &#x201c;6 hr PB + Vcor&#x201d;, &#x201c;12 hr PB + Vcor&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;24 hr PB + Vcor&#x201d;). A positive control of larvae receiving only <italic>V. coralliilyticus</italic> was inoculated at 48 hpf. An additional treatment group (24 hr PB Only) received probiotics at 24 hpf, which remained within the larvae culture until 96 hpf. (see methods). <bold>(B)</bold> For RNA sequencing, larvae were sampled from a similar yet separate experimental setup from that shown in <bold>(A)</bold> &#x2013; see details in section 2.4. Larvae used for RNA extractions were collected from the &#x201c;Larvae Only&#x201d; control, the &#x201c;Vcor Only&#x201d; control, the &#x201c;2 hr PB Only&#x201d;, &#x201c;12 hr PB Only&#x201d;, &#x201c;18 hr PB Only&#x201d;, and the &#x201c;2 hr PB + Vcor&#x201d;, &#x201c;12 hr PB + Vcor&#x201d;, and &#x201c;18 hr PB + Vcor&#x201d; treatment groups at 72 hpf.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1380089-g001.tif"/>
</fig>
<p>At 48 hpf, probiotic-treated larvae were challenged with 6.0 x 10<sup>3</sup> CFU/mL of <italic>V. coralliilyticus</italic> strain RE22 and incubated for 48 hours (these treatment groups were designated &#x201c;2 hr PB + Vcor&#x201d;, &#x201c;6 hr PB + Vcor&#x201d;, &#x201c;12 hr PB + Vcor&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;24 h PB + Vcor&#x201d;). A positive control consisted of larvae infected with <italic>V. coralliilyticus</italic> alone without exposure to probiotics (Vcor Only). In addition, a negative control of larvae that received neither the probiotic treatment nor the pathogen was included (Larvae Only). Each treatment group consisted of six replicate wells (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). At 96 hpf, larvae were preserved with 10 &#xb5;L of 10% phosphate-buffered formalin at a pH of 8. Well-plates were observed under a 40X objective inverted light microscope. Larvae were counted as either live or dead, with larvae classified as dead, having less than 90% of their tissue remaining in their shells (<xref ref-type="bibr" rid="B22">22</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Treatment groups and the timing of their bacterial additions throughout the larval assay.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Treatment Group</th>
<th valign="top" align="center">Probiotics added at time (hpf)</th>
<th valign="top" align="center">
<italic>V. coralliilyticus</italic> added at time (hpf)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">Larvae Only</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">Vcor Only</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">48</td>
</tr>
<tr>
<td valign="top" align="center">2 hr PB Only</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">6 hr PB Only</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">12 hr PB Only</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">18 hr PB Only</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">*24 hr PB Only</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">2 hr PB + Vcor</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">48</td>
</tr>
<tr>
<td valign="top" align="center">6 hr PB + Vcor</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">48</td>
</tr>
<tr>
<td valign="top" align="center">12 hr PB + Vcor</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">48</td>
</tr>
<tr>
<td valign="top" align="center">18 hr PB + Vcor</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">48</td>
</tr>
<tr>
<td valign="top" align="center">*24 hr PB + Vcor</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">48</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*These larvae were exposed to probiotics from 24 hpf to 96 hpf, while larvae in all other probiotic treatment groups were rinsed at 24 hpf regardless of the duration of PB incubation<sup>11</sup>ii Larvae Only, V. coralliilyticus Only (Vcor Only), 2 hr Probiotics Only (2 hr PB Only), 6 hr Probiotics Only (6 hr PB Only), 12 hr Probiotics Only (12 hr PB Only), 18 hr Probiotics Only (18 hr PB Only), 24 hr Probiotics Only (24 hr PB Only), 2 hr Probiotics Only + V. coralliilyticus (2 hr PB + Vcor), 6 hr Probiotics Only + V. coralliilyticus (6 hr PB + Vcor), 12 hr Probiotics Only + V. coralliilyticus (12 hr PB + Vcor), 18 hr Probiotics Only + V. coralliilyticus (18 hr PB + Vcor), 24 hr Probiotics Only + V. coralliilyticus (24 hr PB + Vcor).
ii. The addition of probiotics at 24 hpf was utilized as a standard method for evaluating probiotic effectiveness (<xref ref-type="bibr" rid="B22">22</xref>). The &#x201c;-&#x201d; symbol indicates the lack of bacterial addition for the indicated treatment.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Effects of bacterial exposure on larval gene expression</title>
<p>One liter flasks containing 500 mL autoclaved seawater were stocked with 1 x 10<sup>4</sup> embryos. This concentration was chosen to ensure that adequate amounts of live larvae were collected for RNA analysis (<xref ref-type="bibr" rid="B4">4</xref>). The flasks were agitated and aerated on a shaker table at 50 RPM throughout the culturing of the larvae. The experiment was conducted with four replicates per treatment group. The probiotic combination of ASW1, B11, DM14, and D16 was added to the embryos at 18 hpf (18 hr PB Only) at a total concentration of 3.0 x 10<sup>5</sup> CFU/mL. Unlike in the survival assay (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>), the larvae cultures were not rinsed and added to probiotic-free autoclaved seawater to minimize experimental effects on transcriptional changes and potential contamination and to increase the timing accuracy of bacterial exposures across all treatment groups and replicates. <italic>Vibrio coralliilyticus</italic> was then added to probiotic-treated larvae at 48 hpf (18 hr PB + Vcor). The larvae of the positive control received no probiotics, but <italic>V. coralliilyticus</italic> was added at 48 hpf (Vcor Only) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). A &#x201c;no exogenous bacteria&#x201d; negative control of larvae receiving no probiotic additions or <italic>V. coralliilyticus</italic> (Larvae Only) was maintained throughout this experiment.</p>
<p>All treatment and control groups were sampled at 72 hpf to ensure sufficient numbers of live larvae for RNA analysis after exposure to <italic>V. coralliilyticus</italic>. Five thousand larvae per treatment group were rinsed onto a sterile 40-&#xb5;m sieve with autoclaved seawater and then rinsed with 2 mL of RNAlater (Thermo Scientific, Waltham, MA, USA). The larvae were then transferred to a microcentrifuge tube containing 1.5 mL RNAlater. In addition, samples of up to 100 larvae were collected from each of the four replicates into 10 mL shell vials (Thermo Scientific, Waltham, MA, USA) and preserved with 10% phosphate-buffered formalin (pH of 8) to evaluate survival, as described above.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>RNA extraction, cDNA library preparation, and sequencing</title>
<p>Total RNA was extracted from each sample and DNase treated using the Zymo Direct-Zol RNA Microprep kit (Zymo Research, Irvine, CA, USA) with the addition of Trizol reagent (Thermo Scientific, Waltham, MA, USA). Total RNA extracted from each sample was quantified using the Qubit Broad Range RNA kit (Thermo Scientific, Waltham, MA, USA). The quality of total RNA was assessed using Agilent 2100 BioAnalyzer (Agilent, Santa Clara, CA, USA) with the Agilent RNA 6000 Nano kit (Agilent, Santa Clara, CA, USA). Typically, one of the four replicates within each treatment group had poor quality or quantity of total RNA; therefore, the three replicates from each treatment group with the highest quality and quantity of RNA were identified and prepared for sequencing.</p>
<p>The first step in sequence library preparation was the isolation of mRNA from the total RNA using the NEBNext Poly(A) Magnetic Isolation Module (New England BioLabs, Ipswich, MA, USA). Subsequently, complementary DNA (cDNA) libraries were constructed using the NEBNext Ultra II RNA Library Prep kit for Illumina (New England BioLabs, Ipswich, MA, USA), per the manufacturer&#x2019;s instructions. Complementary DNA library quantification, normalization, and sequencing were then completed by Oregon State University&#x2019;s Center for Quantitative Life Sciences (Corvallis, OR). Libraries were sequenced as 100-bp single-end reads with the NextSeq 2000. The P2 flow cell was utilized, allowing for 400 million reads to be sequenced per run. Four sequencing runs were completed, resulting in a sequencing depth of 32 million to 44 million reads per sample (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Assembly, annotation, and differential expression analysis</title>
<p>Raw sequencing reads were analysed for quality using FastQC 0.11.9 (<xref ref-type="bibr" rid="B25">25</xref>). Any identified poor-quality bases (quality scores lower than 20) and adapter sequences were removed using <italic>fastp</italic> (<xref ref-type="bibr" rid="B26">26</xref>). Processed reads were aligned to a <italic>C. gigas</italic> reference genome (version 1.0, Genbank GCA_902806645.1) via Hisat2 2.1.0 (<xref ref-type="bibr" rid="B27">27</xref>). Transcriptome assembly was performed using Stringtie (<xref ref-type="bibr" rid="B28">28</xref>) using default parameters. The overall alignment rate to the <italic>C. gigas</italic> reference genome using HISAT2 ranged from 45-80% for transcriptomes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Differential gene expression analysis was performed by comparing transcript counts between the treatment groups (&#x201c;18 hr PB Only&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;Vcor Only&#x201d;) and the control (Larvae Only) using DESeq2, which was used also to normalize libraries to control for differences in sequence depth and remove outliers (<xref ref-type="bibr" rid="B29">29</xref>). Transcripts displaying a log fold change of &#x2265; 2 or &#x2264; &#x2212;2 and a Benjamini-Hochberg adjusted <italic>p</italic>-value &lt;.05 were considered significantly differentially expressed. A principal component analysis (PCA) was performed to observe the level of variation between treatment groups due to their level of differentially expressed genes. For significance testing of the PCA, a PERMANOVA was completed using the adonis2 function (<xref ref-type="bibr" rid="B30">30</xref>). Differentially expressed genes were annotated using KEGG&#x2019;s GhostKOALA (KEGG Orthology and Links Annotation) program (<xref ref-type="bibr" rid="B31">31</xref>). Defence-related genes were annotated using Uniprot (<xref ref-type="bibr" rid="B32">32</xref>).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analyses</title>
<p>The &#x201c;Larvae Only&#x201d; negative control was used to normalize larval mortalities that were unrelated to experimental treatments. Relative percent survival (RPS) was calculated as RPS = [1-(percent mortality of treatment group/percent mortality of untreated control group)] x 100. Relative percent survival values were arcsine square root transformed before analysis. Statistical analyses were conducted using R statistical software (Version 4.0.3, R Project for Statistical Computing). Normality was assessed using the Shapiro-Wilk test and Q-Q plots. The homogeneity of variance was assessed using Levene&#x2019;s test.</p>
<p>Nonparametric methods were used if violations of normality and variance assumptions were observed. For multiple comparisons of treatment groups, the Kruskal-Wallis one-way ANOVA was conducted. When significant differences (<italic>P</italic> &lt;.05) were found, Dunn&#x2019;s test with the Benjamini-Hochberg correction was used for pairwise comparisons. Comparisons between the two treatment groups were conducted using the Mann-Whitney U test.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Identification of ASW1 as a probiotic bacterium</title>
<p>In evaluating ASW1 as a potential addition to the probiotic combination treatment, ASW1 did not result in any mortalities when added to larvae at 24 hpf (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Larvae that received ASW1 at 24 hpf and <italic>V. coralliilyticus</italic> at 48 hpf had an average relative percent survival of 76.9 &#xb1; 38.9%, which was 56.1% higher than that of larvae exposed to <italic>V. coralliilyticus</italic> alone (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). A BLASTN suite search identified ASW1 as an <italic>Alteromonas</italic> sp. based on 16S rRNA sequencing. Specifically, <italic>Alteromonas oceani</italic> was identified as the best match with a 99% query coverage and 98.71% percent identity.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Effects of the probiotic combination on the survival of <italic>V. coralliilyticus</italic>-infected <italic>C. gigas</italic> larvae</title>
<p>Additions of the probiotic combination treatment at 2, 6, 12, 18, and 24 hpf were evaluated for the ability to reduce larval mortalities due to <italic>V. coralliilyticus</italic>. The negative control of larvae (Larvae Only) that received no bacterial additions and was used to calculate the relative percent survival yielded a survival rate of 99.7%. The positive control receiving only <italic>V. coralliilyticus</italic> (Vcor Only) resulted in an average relative percent survival of 8.7 &#xb1; 26.7% (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). When probiotics were added before pathogen exposure at 2, 6, 12, 18, or 24 hpf (PB + Vcor), the average relative percent survival significantly increased to 87.5 &#xb1; 18.9%, 89.3 &#xb1; 11.4%, 91.1 &#xb1; 12.9%, 85.9 &#xb1; 23.3%, and 83.6 &#xb1; 18.1%, respectively (<italic>P</italic> &lt;.05) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). There was no significant difference in survival among the different timings of probiotic additions (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>); therefore, the 18-hour probiotic addition time was chosen as the focus for the RNA sequencing results to limit the possibility for changes in bacterial composition prior to the larvae being transferred into culture 24-well plates at 24 hpf.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Relative percent survival of 4-day-old D-larvae of <italic>C. gigas</italic> challenged with <italic>Vibrio coralliilyticus</italic> strain RE22 with or without probiotic supplementation. &#x201c;Vcor Only&#x201d; was the positive control for survival and did not receive any probiotics. A negative control (Larvae Only) did not receive any probiotics or the pathogen. Filled circles represent the average relative percent survival of replicate wells (n=18). The boxes indicate the upper and lower quartiles and the bar represents the median or middle quartile. The ends of the whiskers represent the most extreme values within the 1.5x interquartile range (IQR), and the empty circles indicate outliers. *** indicates statistical differences from &#x201c;Vcor Only&#x201d; at <italic>P</italic> &#x2264;.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1380089-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Differential expression of genes compared with the larvae-only control</title>
<p>Larvae infected with <italic>V. coralliilyticus</italic> without the probiotic supplementation (Vcor Only; positive control for disease) had 267 differentially expressed genes (DEGs) compared to larvae that received no bacterial additions (Larvae Only; negative control) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). One hundred and twenty-nine DEGs were annotated. When the probiotics were added to larvae at 18 hpf without any pathogen (18 hr PB Only), 535 DEGs were identified, including 227 annotated DEGs (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). The same number, though not an identical set, of DEGs were identified when <italic>V. coralliilyticus</italic> was added in addition to the probiotics (18 hr PB + Vcor) compared to the negative control (Larvae Only) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). The &#x201c;Vcor Only&#x201d; treatment group had 125 total unique DEGs, 72 being annotated. Comparatively, the &#x201c;18 hr PB Only&#x201d; and &#x201c;18 hr PB + Vcor&#x201d; each had two unique annotated DEGs and two unique uncharacterized DEGs. Between all three treatment groups, a total of 141 DEGs were shared, 57 of them being annotated genes.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Numbers of differentially expressed genes in infection challenge and probiotic supplementation experiments. Venn diagrams represent the number of significant differentially expressed genes (DEGs) in each treatment group (&#x201c;18 hr PB&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;Vcor Only&#x201d;) when compared to the &#x201c;Larvae only&#x201d; control. <bold>(A)</bold> The total numbers of all DEGs from each treatment, with the number of annotated genes listed in blue and the number of uncharacterized genes listed in red. <bold>(B)</bold> The total numbers of defence-related DEGs for each treatment compared to &#x201c;Larvae only&#x201d; controls.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1380089-g003.tif"/>
</fig>
<p>When only defence-related DEGs were assessed, 32 DEGs were identified in the &#x201c;Vcor Only&#x201d; control compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). In comparison, there were 44 defence-related DEGs in both the &#x201c;18 hr PB Only&#x201d; and &#x201c;18 hr PB + Vcor&#x201d; treatment groups, 30 of which were identical (shared between both of the probiotic supplementation treatments). Conversely, the &#x201c;Vcor Only&#x201d; treatment group had 19 defence-related DEGs that were uniquely expressed in that treatment (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Twelve defence-related DEGs were shared between all three treatment groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Effects of the probiotic combination and <italic>V. coralliilyticus</italic> on the differential expression of defence-related genes</title>
<p>Defence-related genes that were identified as significantly differentially expressed were organized into four categories: pattern recognition receptors, immune signalling, immune effectors, and other immune or inflammatory genes. These groups describe various components of the larva&#x2019;s innate immune system that recognize foreign material and respond accordingly. For instance, recognition of bacteria is accomplished by pattern recognition receptors, which include both extra- and intracellular protein receptors. Subsequently, the immune signalling category includes genes coding for proteins that contribute to relaying a signal throughout various immune pathways involving toll-like signalling, nuclear factor- kappa B, mitogen-activated protein kinase, complement cascade, and others. Genes identified as immune effectors respond to upstream signalling and contribute to the defence response. Finally, the genes grouped into the &#x201c;other&#x201d; category may contribute to the defence response through other routes, such as apoptosis or phagocytosis.</p>
<sec id="s3_4_1">
<label>3.4.1</label>
<title>Pattern recognition receptors</title>
<p>Two-day-old larvae previously exposed to bacterial additions (probiotic, pathogen, or both) had an increased expression of a gene that encodes the leucine-rich repeat-containing G-protein coupled receptor 4 (<italic>LGR4</italic>), a protein that behaves as a negative regulator of toll-like receptors (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). In contrast, the toll-like receptor 6 gene (<italic>TLR6</italic>) was found to be differentially decreased in expression in response to all three bacterial exposure treatments (&#x201c;Vcor Only&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;18 hrs + PB Only&#x201d;) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Differential gene expression of defence-related DEGs between the treatment groups (&#x201c;Vcor Only&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;18 hr PB Only&#x201d;) and the negative control (Larvae Only). The treatment type is indicated at the top of the heatmap, with black signifying the &#x201c;Vcor Only&#x201d; infection control, blue the &#x201c;18 hr PB + Vcor&#x201d; treatment, pink the &#x201c;18 hr PB Only&#x201d; treatment, and grey representing the &#x201c;Larvae Only&#x201d; negative control. All samples were taken at 72 hpf, 24 hours after the addition of <italic>V. coralliilyticus</italic> to the &#x201c;Vcor Only&#x201d; and &#x201c;18 h PB + Vcor&#x201d; treatment groups. Heatmap and hierarchical clustering of selected genes is based on normalized read counts. Each column represents a single sample, with each row indicating the expression level of each gene. The colours represent the individual read count data are normalized to its average expression across all samples, with blue indicating lower than the genes&#x2019; average (decreased gene expression) and red indicating higher than the average (increased gene expression) (Gene names with corresponding abbreviations are found in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1380089-g004.tif"/>
</fig>
<p>However, larvae that received the addition of only the probiotic combination (18 hr PB Only) showed a decreased and increased expression of the genes encoding the toll-like receptors 2 and 4 (<italic>TLR2-2</italic>, <italic>TLR4</italic>), respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In comparison, larvae exposed to <italic>V. coralliilyticus</italic> alone (Vcor Only) instead showed a decrease in the expression of the toll-like receptor 3 gene (<italic>TLR3</italic>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). Lastly, larvae exposed to the probiotics in addition to <italic>V. coralliilyticus</italic> (18 hr PB + Vcor) showed a similar gene expression pattern to the &#x201c;18 hr PB Only&#x201d; treatment group, presenting a decreased expression of the <italic>TLR2-2</italic> gene in addition to an increased expression of the <italic>TLR4</italic> gene (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
</sec>
<sec id="s3_4_2">
<label>3.4.2</label>
<title>Immune signalling pathways</title>
<p>The transcripts coding for interleukin-17-like protein (<italic>IL-17</italic>) and protein toll (<italic>TOLL</italic>) had elevated expression levels in all three bacterial treatment groups (&#x201c;Vcor Only&#x201d;, &#x201c;18 hr PB Only&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;) compared to the &#x201c;Larvae Only&#x201d; group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). Genes responsible for producing other immune signalling molecules showed higher expression levels in all three treatment groups, including tumour necrosis factor receptor superfamily member 27 (<italic>TNFR27</italic>) and Cis-aconitate decarboxylase (<italic>CAD</italic>), indicating the activation and regulation of <italic>NF-kB</italic> and <italic>MAPK</italic> pathways (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>In larvae treated with the probiotic combination (18 hr PB Only), transcripts for the myeloid differentiation primary response protein (<italic>MyD88</italic>) were found with increased expression levels compared to the &#x201c;Larvae Only&#x201d; control. Despite the increased expression of positive regulators of the <italic>NF-kB</italic> signalling pathway, the tripartite motif-containing protein 45-like (<italic>TRIM45</italic>) gene, a repressor of the <italic>NF-kB</italic> pathway, showed higher expression levels in the &#x201c;18 hr PB Only&#x201d; treatment group relative to the &#x201c;Larvae Only&#x201d; group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). Alternatively, the E3 ubiquitin-protein ligase TRIM56-like (<italic>TRIM56</italic>) gene showed decreased expression in the probiotic-treated larvae (18 hr PB Only) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Additionally, the genes encoding the double-stranded RNA-specific adenosine deaminase (<italic>ADAR</italic>) protein and the complement C1q-like protein 4 (<italic>C1q4</italic>), involved in the cytosolic DNA-sensing and complement pathways, respectively, were found with higher expression in probiotic-treated larvae (18 hr PB Only) compared to the control group (Larvae Only) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Larvae exposed to <italic>V. coralliilyticus</italic> (Vcor Only) had increased expression of the toll-like signalling regulator, tumour necrosis factor alpha-induced protein 3-like protein (<italic>TNFAIP3</italic>) relative to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Furthermore, other genes involved in signal regulating or contributing to signal transduction were differentially expressed in the &#x201c;Vcor Only&#x201d; control. For example, the 26S proteasome non-ATPase regulatory subunit 10 (<italic>PSMD10</italic>) and the serine/threonine-protein kinase RIO3 (<italic>RIOK3</italic>) both had an increased expression in <italic>V. coralliilyticus</italic>-infected larvae, compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Larvae receiving both probiotic and pathogenic bacteria (18 hr PB + Vcor) had similar immune signalling gene expression profiles to the &#x201c;18 hr PB Only&#x201d; treatment group. For example, the <italic>TRIM56</italic> gene exhibited decreased expression while the genes encoding <italic>MyD88</italic>, <italic>TRIM45</italic>, <italic>ADAR</italic>, and <italic>C1q4</italic> all showed differentially increased expression in the &#x201c;18 hr PB + Vcor&#x201d; treatment group compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
</sec>
<sec id="s3_4_3">
<label>3.4.3</label>
<title>Immune effectors</title>
<p>Bacterial exposure influenced the gene expression of multiple immune effectors in all three treatment groups. For example, transcripts for the cell-surface mucin, integumentary mucin C.1 protein (<italic>Muc.C1</italic>) were elevated in expression in all treatment groups (&#x201c;Vcor Only&#x201d;, &#x201c;18 hr PB Only&#x201d;, and &#x201c;18 hr PB + Vcor&#x201d;) when compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). Similarly, several transcripts coding for the multiple epidermal growth factor-like domains protein 10 (<italic>MEGF10</italic>) and the dual oxidase 2 protein (<italic>DUOX2</italic>) had elevated expression in all treatment groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>).</p>
<p>In contrast, larvae treated with probiotics alone (18 hr PB Only) exhibited differential expressions of transcripts coding for the mucin 2 (<italic>Muc2</italic>) and mucin 5AC (<italic>Muc5AC</italic>) proteins. Additionally, the serine protease inhibitor Cvsi-2 gene (<italic>Cvsi-2</italic>) showed an elevated expression in the probiotic-treated larvae compared to the &#x201c;Larvae Only&#x201d; control group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>).</p>
<p>The &#x201c;Vcor Only&#x201d; treatment group resulted in the increased expression of the fos-related antigen-1 (<italic>FOSL1</italic>) gene when compared to the &#x201c;Larvae Only&#x201d; control. In contrast, the &#x201c;18 hr PB + Vcor&#x201d; treatment group did not result in differential expression of the <italic>FOSL1</italic> gene (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>).</p>
</sec>
<sec id="s3_4_4">
<label>3.4.4</label>
<title>Other immune/inflammatory genes</title>
<p>Larvae receiving bacterial additions (&#x201c;Vcor Only&#x201d;, &#x201c;18hr PB Only&#x201d;, and &#x201c;18 hr PB + Vcor&#x201d;) resulted in the increased expression of the cell-death inducing p53 (<italic>CDIP53</italic>) and the neuroglian genes when compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). However, other genes involved in the regulation of apoptosis, including cell-death abnormality protein 1 (<italic>CDAP1</italic>) and the GTPase IMAP family members 4 and 7-like proteins (<italic>GIMAP4</italic>, <italic>GIMAP 7</italic>), had a decreased gene expression in the &#x201c;18hr PB Only&#x201d; treatment group when compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). Additionally, the malignant brain tumours 1 protein gene (<italic>DMBT1</italic>) had an increased expression in the &#x201c;18hr PB Only&#x201d; treatment group compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>The differential expression of several inflammatory proteins was found to be unique to the &#x201c;Vcor Only&#x201d; treatment group. This included increased gene expression of the baculoviral IAP repeat-containing proteins 2, 3, and 7 (<italic>BIRC2</italic>, <italic>BIRC3</italic>, and <italic>BIRC7</italic>), the 2&#x2019;,5&#x2019;-phosphodiesterase 12 (<italic>PDE12</italic>), and the CCAAT/enhancer-binding protein beta (<italic>CEBPB</italic>) in pathogen-challenged larvae compared to the &#x201c;Larvae Only&#x201d; negative control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Larvae exposed to both the probiotic and pathogenic bacteria (18 hr PB + Vcor) exhibited gene expressions comparable to that of the &#x201c;18 hr PB Only&#x201d; treatment group. For example, the <italic>CDAP1</italic>, <italic>GIMAP4</italic>, and <italic>GIMAP7</italic> genes showed decreased expression levels, while the <italic>DMBT1</italic> gene showed increased expression levels compared to the &#x201c;Larvae Only&#x201d; control (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study describes gene expression changes and survival of three- and four-day-old <italic>C. gigas</italic> larvae after exposure to probiotic and/or pathogenic bacteria. Larvae infected with <italic>V. coralliilyticus</italic> survive better when pre-treated with the probiotic combination (<xref ref-type="bibr" rid="B22">22</xref>). The current study supports this even when the pre-treated larvae were rinsed and transferred into probiotic-free autoclaved seawater. Hence, these results suggest a mechanism of action aside from direct inhibition of the pathogen by competitive exclusion. However, the results from the RNA sequencing were produced from larvae that were not rinsed and returned to probiotic-free seawater before infection. Therefore, inhibition and exclusion of the pathogen via direct interaction with the probiotics should not be discounted from interpretation.</p>
<p>Our data are compatible with mechanisms whereby probiotics may mitigate the effects of pathogenic infection of the larvae through immune stimulation, enhanced cellular barrier function, and reduced inflammation. We hypothesize that immune priming may be the primary mechanism responsible for the beneficial effects of the probiotic treatment observed here. Our treatments resulted in differential gene expression similar to those found in other studies that have exposed adult oysters to poly(I:C), which mimics viral double-stranded DNA to study immune priming (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Genes with similar expression patterns include the double-stranded RNA-specific adenosine deaminase (<italic>ADAR</italic>), tripartite motif-containing proteins (<italic>TRIM45</italic>, <italic>TRIM56</italic>), toll-like receptors (<italic>TLR</italic>s), tumour necrosis factor receptor (<italic>TNFR27</italic>), and various lectins. Overall, our results suggest that the specific probiotic combination treatment used here induces pathogen-defence mechanisms in otherwise vulnerable oyster larvae.</p>
<sec id="s4_1">
<label>4.1</label>
<title>Early exposure to probiotic bacteria increases survival of <italic>C. gigas</italic> larvae subsequently challenged by <italic>V. coralliilyticus</italic>
</title>
<p>The addition of ASW1 to a previously identified probiotic combination treatment of three bacterial isolates (<xref ref-type="bibr" rid="B22">22</xref>) further improved the relative percent survival of <italic>V. coralliilyticus</italic>-challenged <italic>C. gigas</italic> larvae compared to an infection control with no probiotics. While the relative percent survival between the three-strain and the four-strain combination was not statistically different (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>), the latter increased the survival of infected larvae after an exposure of only six hours.</p>
<p>The probiotic treatment may directly or indirectly affect immune priming, with the latter possibly resulting from the probiotics influencing the early development of the oyster gut microbiome. It has previously been observed that <italic>C. gigas</italic> larvae begin ingesting small particles around 22 hpf (unpublished data), which allows the larvae two hours to ingest the probiotic bacteria before the larvae are rinsed with autoclaved seawater.</p>
<p>Ultimately, more work is needed to better understand the effects of probiotic additions on the possible development of the oyster gut microbiome and to determine the role of these probiotic bacteria in stimulating immune processes. Regardless, this work highlights a potentially beneficial and practical tool for promoting the health of larvae in oyster hatcheries and provides evidence for potential explanatory mechanisms that can be experimentally tested.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Characterization of the larval defence response to probiotic and pathogenic bacteria</title>
<p>The current study&#x2019;s results reveal that there is a generalized response to all exogenous additions of bacteria, regardless of whether they involved probiotic or pathogenic microbes. In addition to this generalized response to Gram-negative bacteria, we observed specific gene expression responses to each different bacterial treatment (i.e., &#x201c;Vcor only&#x201d;, &#x201c;PB only&#x201d;, and &#x201c;PB + Vcor&#x201d;).</p>
<p>It is generally understood that the first step of the bivalve innate&#xa0;immune response to foreign materials is for pattern recognition receptors to recognize and bind bacterial cell wall components, including lipopolysaccharides and peptidoglycans (<xref ref-type="bibr" rid="B12">12</xref>). Accordingly, the expression of multiple pattern recognition receptors involved in toll-like signalling was influenced by bacterial exposure in the following ways: 1) larvae exposed to any exogenous bacteria decreased expression of <italic>TLR6</italic>; 2) larvae that received probiotics at 18 hpf, regardless of whether they were exposed to <italic>V. coralliilyticus</italic> or not, demonstrated an additional decreased expression of <italic>TLR2-2</italic> and <italic>TLR4</italic>. The coordinated expression of these receptors is supported by previous reports that <italic>TLR2</italic> cooperates with <italic>TLR6</italic> (<xref ref-type="bibr" rid="B35">35</xref>) and heterodimerizes with <italic>TLR4</italic> in response to Gram-negative bacterial exposure (<xref ref-type="bibr" rid="B36">36</xref>); however, our results contradict previous studies, which reported upregulation of said toll-like receptors when <italic>C. gigas</italic> were exposed to live bacterial components, including peptidoglycan and lipopolysaccharides (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). Furthermore, larvae exposed to pathogenic <italic>V. coralliilyticus</italic> without any probiotic addition (Vcor Only) decreased expression of <italic>TLR3</italic>. In contrast to <italic>TLR2-2</italic>, <italic>TLR4</italic>, and <italic>TLR6</italic>, <italic>TLR3</italic> proteins are found intracellularly, localized within the endosome organelle where they recognize viral double-stranded DNA, signalling for it to be internalized and then transported to the lysosome (<xref ref-type="bibr" rid="B40">40</xref>). The reasons for decreased expressions of the <italic>TLR</italic> genes are unclear; however, possible explanations include the increased expression of genes that code for proteins responsible for the negative regulation of <italic>TLR</italic>s. For instance, the leucine-rich repeat-containing G-protein coupled receptor 4 (<italic>LGR4</italic>) protein is hypothesized to be a negative regulator of toll-like signalling and was found to have elevated expression in all three probiotic treatment groups (&#x201c;18 hr PB Only&#x201d;, &#x201c;18 hr PB + Vcor&#x201d;, and &#x201c;Vcor Only&#x201d;) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). In addition, larvae infected with <italic>V. coralliilyticus</italic> that did not receive any probiotic addition (Vcor Only) experienced an upregulation of the toll-like signalling negative regulator, tumour necrosis factor alpha-induced protein 3-like (<italic>TNFAIP3</italic>), compared to the larvae that did not receive any bacterial additions (Larvae Only). The differential expression of this protein seems unique to the larval response to <italic>V. coralliilyticus</italic>, as it was not differentially expressed in response to the probiotics. In contrast, both probiotic and pathogen exposure increased the expression of <italic>CAD</italic>, another negative regulator of toll-like receptors. The <italic>CAD</italic> protein works as a negative regulator of toll-like receptors by stimulating the expression of <italic>TNFAIP3</italic> via <italic>CAD</italic>-dependent production of reactive oxygen species (ROS), leading to suppressed expression of toll-like receptors (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Previously, itaconic acid, a by-product of cis-aconitate decarboxylase, has been found to inhibit ROS produced by phagocytes, therefore, regulating the innate immune response (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). However, whether itaconic acid was increased in response to bacterial additions in this study is unknown. Van Nguyen &amp; Alfaroo (<xref ref-type="bibr" rid="B43">43</xref>) found that adult mussels infected with a <italic>V. coralliilyticus</italic>/<italic>neptunius</italic>-like isolate experienced significantly higher ROS levels than non-infected individuals 6, 18, and 60 hours post-infection but that itaconic acid levels did not increase until 60 hours post-infection. Therefore, it is possible that increased expression of itaconic acid could occur in infected larvae, but not before 60 hours after exposure to <italic>V. coralliilyticus</italic> (108 hours post-fertilization).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Defence-related genes in various cellular locations are differentially expressed in response to infection by <italic>Vibrio coralliilyticus</italic> and pre-treatment of the probiotic combination at 18 hours post-fertilization in <italic>C. gigas</italic> larvae. The arrows represent either an increase or decrease in gene expression caused by the exposure to the probiotic combination alone, <italic>V. coralliilyticus</italic> alone, <italic>V. coralliilyticus</italic> in addition to the probiotic treatment, or all three bacterial treatment groups. Pattern recognition receptors bind to the bacteria, sending an inflammatory signal through the <italic>NF-kB</italic> and toll-like signalling cascades. The activated <italic>NF-kB</italic> transcription factor leads to the production of cytokines, antimicrobial peptides, and immune effectors. Meanwhile, the tumour necrosis factor alpha-induced protein 3-like prevents activation of <italic>NF-kB</italic> transcription by inhibiting upstream signalling. The 26S proteasome non-ATPase regulatory subunit 10 binds to the <italic>NF-kB</italic> transcription factor and retains it in the cytosol as a negative regulator of the <italic>NF-kB</italic> signalling pathway. Additionally, the serine/threonine-protein kinase RIO3 inhibits <italic>NF-kB</italic> transcription, regulating inflammatory signalling. The immune effector serine protease inhibitor Cvsi2 directly interacts with endocytosed bacteria. Cell-surface mucins are produced and used as an inflammatory barrier of the cell. Apoptosis is enabled by the cell death-inducing p53-target protein 1 but inhibited by the baculoviral IAP repeat-containing proteins 2, 3, and 7.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1380089-g005.tif"/>
</fig>
<p>Ultimately, even though multiple toll-like receptors had a lower expression level in the bacteria-treated larvae, downstream signalling molecules whose activation is typically induced via toll-like receptors, including interleukin-17 (<italic>IL-17</italic>), had significantly increased expression. <italic>IL-17</italic> transcripts are expressed in the gills of <italic>Mytilus galloprovincialis</italic> in response to infection by <italic>Vibrio splendidus</italic>, suggesting a contribution to mucosal immunity (<xref ref-type="bibr" rid="B44">44</xref>). Additionally, <italic>IL-17</italic> is known to be directly responsive to bacterial LPS and contributes to the activation of both myeloid differentiation primary response 88 (<italic>MyD88</italic>) and the <italic>NF-kB</italic> pathway (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). <italic>MyD88</italic>, found with elevated expression in larvae exposed to the probiotics, is directly stimulated by most toll-like receptors and plays a central role in the innate immune response, activating IL-1R associated kinases (<italic>IRAK</italic>) and subsequently the <italic>NF-kB</italic> and mitogen-activated protein kinase (<italic>MAPK</italic>) pathways (<xref ref-type="bibr" rid="B45">45</xref>). Therefore, <italic>MyD88</italic> might be stimulated by long-term bacterial exposure as opposed to toll-like receptors whose expression may decline with continuous bacterial exposure (<xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>In the absence of probiotics, infection by <italic>V. coralliilyticus</italic> caused an increase in expression of the 26S proteasome non-ATPase regulatory subunit 10 protein (<italic>PSMD10</italic>) and serine/threonine-protein kinase RIO3 (<italic>RIOK3</italic>), both of which have been found to inhibit <italic>NF-kB</italic> activation (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). For example, <italic>PSMD10</italic> has been hypothesized to retain <italic>NF-kB</italic> in the cytoplasm of cells, subsequently inhibiting <italic>NF-kB</italic> activity, whereas <italic>RIOK3</italic> has been shown to inhibit TNF-alpha and caspase-10 induced activation of the <italic>NF-kB</italic> pathway (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>). However, when larvae were exposed to both the probiotics and <italic>V. coralliilyticus</italic>, neither the <italic>RIOK3</italic> nor <italic>PSMD10</italic> genes were found to be differentially expressed. Therefore, this result may be due to the probiotics directly inhibiting <italic>V. coralliilyticus</italic> growth, virulence, or both, consequently preventing the initial upregulation of these two genes. Alternatively, some of the numerous uncharacterized DEGs influenced by the probiotics may function as regulators of <italic>RIOK3</italic> and <italic>PSMD10</italic>. Further progress in the characterization of the <italic>C. gigas</italic> genome will be required to evaluate this possibility.</p>
<p>In addition to immune signalling pathways, treatment with both probiotic and pathogenic bacteria influenced the expression of various inflammation and effector molecules, including mucins. Elevated Mucin C1 (<italic>Muc.C1</italic>) expression was seen in all larvae exposed to bacteria; however, larvae treated with probiotics had particularly elevated levels of Mucin 2 (<italic>Muc2</italic>) and Mucin 5AC (<italic>Muc5AC</italic>) expression (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). These results correspond with previously identified localizations and proposed functions of each mucin. For example, <italic>Muc.C1</italic> has been recognized as a transmembrane protein in many cell types, including human immune cells (<xref ref-type="bibr" rid="B49">49</xref>). Furthermore, <italic>Muc.C1</italic> has been observed to behave as a binding site for bacterial pathogens, such as <italic>Pseudomonas aeruginosa.</italic> Following the binding of bacteria, <italic>Muc.C1</italic> contributes to an anti-inflammatory response characterized by the inhibition of toll-like signalling (<xref ref-type="bibr" rid="B50">50</xref>). The resulting decreased expression of toll-like receptors identified in this study agrees with <italic>Muc.C1</italic>&#x2019;s role within the anti-inflammatory process. In contrast, <italic>Muc2</italic> and <italic>Muc5AC</italic> are mainly localized to the digestive tract and contribute to maintaining a mucosal barrier that will protect tissue surfaces and aid in removing unwanted material, including bacteria (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>Aside from immune effectors, several proteins involved in apoptosis experienced differential expression due to bacterial exposure (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). For example, the cell-death-inducing p53 (<italic>CDIP53</italic>) protein had elevated expression in all bacteria-exposed larvae; this protein induces cellular apoptosis through the intrinsic pathway (<xref ref-type="bibr" rid="B53">53</xref>). In contrast, probiotic exposure seems to prevent apoptosis as there was a reduced expression of GTPase immune-associated proteins 4 and 7 (<italic>GIMAP4</italic>, <italic>GIMAP7</italic>) (apoptosis accelerators) and cell-death abnormality protein 1-like (a protein responsible for enabling phagocytes to engulf apoptotic cells) (<xref ref-type="bibr" rid="B54">54</xref>&#x2013;<xref ref-type="bibr" rid="B57">57</xref>). Reduced apoptosis regulators suggest a reduced need for cell death as a defence mechanism. These results align with previous studies that evaluated the impacts of probiotic bacteria on bivalve larvae, including the Eastern oyster, <italic>Crassostrea virginica</italic> (<xref ref-type="bibr" rid="B4">4</xref>). Additionally, larvae infected with <italic>V. coralliilyticus</italic> displayed increased expression of various baculoviral IAP repeat-containing proteins (<italic>BIRC</italic>s), which are negative regulators of apoptosis. <italic>BIRC</italic>s present anti-apoptotic features by mediating multiple caspases, including caspase-3, 7, and 9 (<xref ref-type="bibr" rid="B58">58</xref>). The lack of self-induced apoptosis by <italic>V. coralliilyticus</italic>-infected cells might allow the pathogen to replicate and overwhelm this defence mechanism.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>The current study describes the immune response to infection of <italic>C. gigas</italic> larvae by <italic>V. coralliilyticus</italic> and the modulation of this response by the application of a combination of probiotics that improved the survival of the Vibrio-challenged larvae. When larvae were pre-treated with the probiotics at a total concentration of 3.0 x 10<sup>5</sup> CFU/mL, gene expression patterns related to <italic>V. coralliilyticus</italic> exposure were suppressed, and the probiotic treatment stimulated inflammatory molecules supportive of an immune response that likely reduced the detrimental effects of <italic>V. coralliilyticus</italic> infection on larval survival. Further research should focus on the mechanics of beneficial bacteria that protect <italic>C. gigas</italic> larvae and other cultured bivalve species against microbial pathogens and improve the effectiveness of these and similar probiotic treatments in bivalve hatcheries.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Materials</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>JH: Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. RM: Conceptualization, Methodology, Supervision, Writing &#x2013; review &amp; editing, Funding acquisition. CL: Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing &#x2013; review &amp; editing. CS: Conceptualization, Funding acquisition, Resources, Supervision, Writing &#x2013; review &amp; editing, Project administration.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by NOAA National Sea Grants (NA22OAR4170158 and NA18OAR4170346) awarded to CS, CL, and RM, a Pacific States Marine Fisheries Commission Award (NA18NMF4720007) awarded to CL, and an Oregon State University Agricultural Research Foundation award (ARF#9271A) awarded to CS. In addition, JH was awarded several scholarships by the Oregon State University&#x2019;s Hatfield Marine Science Center in contribution to her Master&#x2019;s thesis.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank MacKenna Hainey, Spencer Lunda, and the MBP staff for their support in rearing larvae, Dave Jacobson and Cristin Fitzpatrick for their help with the library preparation, MK English for the 16S rRNA gene sequencing of ASW1, Rachel Aitchison for her artistic contribution to the first figure, and Lynette Hawthorne for her administrative support.</p>
</ack>
<sec id="s10" 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="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" 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/fimmu.2024.1380089/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2024.1380089/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SF1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_3.xlsx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_4.xls" id="SM4" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table_5.xlsx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_6.xlsx" id="SM6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Botta</surname> <given-names>R</given-names>
</name>
<name>
<surname>Asche</surname> <given-names>F</given-names>
</name>
<name>
<surname>Borsum</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Camp</surname> <given-names>EV</given-names>
</name>
</person-group>. <article-title>A review of global oyster aquaculture production and consumption</article-title>. <source>Mar Policy</source>. (<year>2020</year>) <volume>117</volume>:<elocation-id>103952</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marpol.2020.103952</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>NOAA Fisheries</collab>
</person-group>. <article-title>Landings</article-title> (<year>2024</year>). Available online at: <uri xlink:href="https://www.fisheries.noaa.gov/foss/f?p=215:200:25623307448388">https://www.fisheries.noaa.gov/foss/f?p=215:200:25623307448388</uri>.</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dubert</surname> <given-names>J</given-names>
</name>
<name>
<surname>Barja</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Romalde</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>New insights into pathogenic <italic>Vibrios</italic> affecting bivalves in hatcheries: present and future prospects</article-title>. <source>Front Microbiol</source>. (<year>2017</year>) <volume>8</volume>:<elocation-id>762</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2017.00762</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Modak</surname> <given-names>TH</given-names>
</name>
<name>
<surname>Gomez-Chiarri</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Contrasting immunomodulatory effects of probiotic and pathogenic bacteria on eastern oyster, <italic>Crassostrea virginica</italic>, larvae</article-title>. <source>Vaccines</source>. (<year>2020</year>) <volume>4)</volume>:<elocation-id>588</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/vaccines8040588</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elston</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Hasegawa</surname> <given-names>H</given-names>
</name>
<name>
<surname>Humphrey</surname> <given-names>KL</given-names>
</name>
<name>
<surname>Polyak</surname> <given-names>IK</given-names>
</name>
<name>
<surname>H&#xe4;se</surname> <given-names>CC</given-names>
</name>
</person-group>. <article-title>Re-emergence of <italic>Vibrio tubiashii</italic> in bivalve shellfish aquaculture: severity, environmental drivers, geographic extent and management</article-title>. <source>Dis Aquat Organ</source>. (<year>2008</year>) <volume>82</volume>:<page-range>119&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/dao01982</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Estes</surname> <given-names>RM</given-names>
</name>
<name>
<surname>Friedman</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Elston</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Herwig</surname> <given-names>RP</given-names>
</name>
</person-group>. <article-title>Pathogenicity testing of shellfish hatchery bacterial isolates on pacific oyster <italic>Crassostrea gigas</italic> larvae</article-title>. <source>Dis Aquat Organ</source>. (<year>2004</year>) <volume>58</volume>:<page-range>223&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/dao058223</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>G&#xf3;mez-Le&#xf3;n</surname> <given-names>J</given-names>
</name>
<name>
<surname>Villamil</surname> <given-names>L</given-names>
</name>
<name>
<surname>Salger</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Sallum</surname> <given-names>RH</given-names>
</name>
<name>
<surname>Remacha-Trivi&#xf1;o</surname> <given-names>A</given-names>
</name>
<name>
<surname>Leavitt</surname> <given-names>DF</given-names>
</name>
<etal/>
</person-group>. <article-title>Survival of eastern oysters <italic>Crassostrea virginica</italic> from three lines following experimental challenge with bacterial pathogens</article-title>. <source>Dis Aquat Organ</source>. (<year>2008</year>) <volume>79</volume>:<fpage>95</fpage>&#x2013;<lpage>105</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/dao01902</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tubiash</surname> <given-names>HS</given-names>
</name>
<name>
<surname>Chanley</surname> <given-names>PE</given-names>
</name>
<name>
<surname>Leifson</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Bacillary necrosis, a disease of larval and juvenile bivalve mollusks I. etiology and epizootiology</article-title>. <source>J Bacteriol</source>. (<year>1965</year>) <volume>90</volume>:<page-range>1036&#x2013;44</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/jb.90.4.1036-1044.1965</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ushijima</surname> <given-names>B</given-names>
</name>
<name>
<surname>Richards</surname> <given-names>GP</given-names>
</name>
<name>
<surname>Watson</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Schubiger</surname> <given-names>CB</given-names>
</name>
<name>
<surname>H&#xe4;se</surname> <given-names>CC</given-names>
</name>
</person-group>. <article-title>Factors affecting infection of corals and larval oysters by <italic>Vibrio coralliilyticus</italic>
</article-title>. <source>PLoS One</source>. (<year>2018</year>) <volume>13</volume>:<elocation-id>e0199475</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0199475</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Loor</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bels</surname> <given-names>LD</given-names>
</name>
<name>
<surname>Stappen</surname> <given-names>GV</given-names>
</name>
<name>
<surname>den Broeck</surname> <given-names>WV</given-names>
</name>
<name>
<surname>Nevejan</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Dynamic immune response to vibriosis in pacific oyster <italic>Crassostrea gigas</italic> larvae during the infection process as supported by accurate positioning of GFP-tagged <italic>Vibrio</italic> strains</article-title>. <source>Microorganisms</source>. (<year>2021</year>) <volume>9</volume>:<elocation-id>1523</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/microorganisms9071523</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Song</surname> <given-names>X</given-names>
</name>
<name>
<surname>Song</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>The oyster immunity</article-title>. <source>Dev Comp Immunol</source>. (<year>2018</year>) <volume>80</volume>:<fpage>99</fpage>&#x2013;<lpage>118</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dci.2017.05.025</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Akira</surname> <given-names>S</given-names>
</name>
<name>
<surname>Uematsu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Takeuchi</surname> <given-names>O</given-names>
</name>
</person-group>. <article-title>Pathogen recognition and innate immunity</article-title>. <source>Cell</source>. (<year>2006</year>) <volume>124</volume>:<fpage>783</fpage>&#x2013;<lpage>801</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2006.02.015</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Xin</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>The immunological capacity in the larvae of pacific oyster Crassostrea gigas</article-title>. <source>Fish Shellfish Immunol</source>. (<year>2016</year>) <volume>49</volume>:<page-range>461&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fsi.2016.01.009</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prado</surname> <given-names>S</given-names>
</name>
<name>
<surname>Romalde</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Barja</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>Review of probiotics for use in bivalve hatcheries</article-title>. <source>Vet Microbiol</source>. (<year>2010</year>) <volume>145</volume>:<page-range>187&#x2013;97</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.vetmic.2010.08.021</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>A study of two shellfish-pathogenic <italic>Vibrio</italic> strains isolated from a Long Island hatchery during a recent outbreak of disease</article-title>. <source>J Shellfish Res</source>. (<year>1981</year>) <volume>1</volume>:<page-range>83&#x2013;7</page-range>.</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kang</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Shin</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Jang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>S</given-names>
</name>
<name>
<surname>An</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Characterization of <italic>Vibrio parahaemolyticus</italic> isolated from oysters in Korea: resistance to various antibiotics and prevalence of virulence genes</article-title>. <source>Mar pollut Bull</source>. (<year>2017</year>) <volume>118</volume>:<page-range>261&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marpolbul.2017.02.070</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gibson</surname> <given-names>LF</given-names>
</name>
<name>
<surname>Woodworth</surname> <given-names>J</given-names>
</name>
<name>
<surname>George</surname> <given-names>AM</given-names>
</name>
</person-group>. <article-title>Probiotic activity of <italic>Aeromonas</italic> media on the pacific oyster, <italic>Crassostrea gigas</italic>, when challenged with Vibrio tubiashii</article-title>. <source>Aquaculture</source>. (<year>1998</year>) <volume>169</volume>:<page-range>111&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0044-8486(98)00369-X</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karim</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>W</given-names>
</name>
<name>
<surname>Rowley</surname> <given-names>D</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>D</given-names>
</name>
<name>
<surname>Gomez-Chiarri</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Probiotic strains for shellfish aquaculture: protection of eastern oyster, <italic>Crassostrea virginica</italic>, larvae and juveniles against bacterial challenge</article-title>. <source>J Shellfish Res</source>. (<year>2013</year>) <volume>32</volume>:<page-range>401&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2983/035.032.0220</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kesarcodi-Watson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Miner</surname> <given-names>P</given-names>
</name>
<name>
<surname>Nicolas</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Robert</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Protective effect of four potential probiotics against pathogen-challenge of the larvae of three bivalves: pacific oyster (<italic>Crassostrea gigas</italic>), flat oyster (<italic>Ostrea edulis</italic>) and scallop (<italic>Pecten maximus)</italic>
</article-title>. <source>Aquaculture</source>. (<year>2012</year>) <volume>344&#x2013;349</volume>:<fpage>29</fpage>&#x2013;<lpage>34</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aquaculture.2012.02.029</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khouadja</surname> <given-names>S</given-names>
</name>
<name>
<surname>Haddaji</surname> <given-names>N</given-names>
</name>
<name>
<surname>Hanchi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bakhrouf</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Selection of lactic acid bacteria as candidate probiotics for <italic>Vibrio parahaemolyticus</italic> depuration in pacific oysters (<italic>Crassostrea gigas</italic>)</article-title>. <source>Aquac Res</source>. (<year>2017</year>) <volume>48</volume>:<page-range>1885&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/are.13026</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lim</surname> <given-names>HJ</given-names>
</name>
<name>
<surname>Kapareiko</surname> <given-names>D</given-names>
</name>
<name>
<surname>Schott</surname> <given-names>EJ</given-names>
</name>
<name>
<surname>Hanif</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wikfors</surname> <given-names>GH</given-names>
</name>
</person-group>. <article-title>Isolation and evaluation of new probiotic bacteria for use in shellfish hatcheries: I. isolation and screening for bioactivity</article-title>. <source>J Shellfish Res</source>. (<year>2011</year>) <volume>30</volume>:<page-range>609&#x2013;15</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2983/035.030.0303</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Madison</surname> <given-names>D</given-names>
</name>
<name>
<surname>Schubiger</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lunda</surname> <given-names>S</given-names>
</name>
<name>
<surname>Mueller</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Langdon</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>A marine probiotic treatment against the bacterial pathogen <italic>Vibrio coralliilyticus</italic> to improve the performance of pacific (<italic>Crassostrea gigas</italic>) and kumamoto (C. sikamea) oyster larvae</article-title>. <source>Aquaculture</source>. (<year>2022</year>) <volume>560</volume>:<elocation-id>738611</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aquaculture.2022.738611</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Altschul</surname> <given-names>SF</given-names>
</name>
<name>
<surname>Gish</surname> <given-names>W</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>W</given-names>
</name>
<name>
<surname>Myers</surname> <given-names>EW</given-names>
</name>
<name>
<surname>Lipman</surname> <given-names>DJ</given-names>
</name>
</person-group>. <article-title>Basic local alignment search tool</article-title>. <source>J Mol Biol</source>. (<year>1990</year>) <volume>215</volume>:<page-range>403&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0022-2836(05)80360-2</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langdon</surname> <given-names>CJ</given-names>
</name>
</person-group>. <article-title>Growth studies with bacteria-free oyster (<italic>Crassostrea gigas</italic>) larvae fed on semi-defined artificial diets</article-title>. <source>Biol Bull</source>. (<year>1983</year>) <volume>164</volume>:<page-range>227&#x2013;35</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2307/1541141</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>Babraham Bioinformatics</collab>
</person-group>. <article-title>FastQC A Quality Control tool for High Throughput Sequence Data</article-title> (<year>2024</year>). Available online at: <uri xlink:href="https://www.bioinformatics.babraham.ac.uk/projects/fastqc/">https://www.bioinformatics.babraham.ac.uk/projects/fastqc/</uri>.</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>fastp: an ultra-fast all-in-one FASTQ preprocessor</article-title>. <source>Bioinforma Oxf Engl</source>. (<year>2018</year>) <volume>34</volume>:<page-range>i884&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/bty560</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>D</given-names>
</name>
<name>
<surname>Langmead</surname> <given-names>B</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>HISAT: a fast spliced aligner with low memory requirements</article-title>. <source>Nat Methods</source>. (<year>2015</year>) <volume>12</volume>:<page-range>357&#x2013;60</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nmeth.3317</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pertea</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>D</given-names>
</name>
<name>
<surname>Pertea</surname> <given-names>GM</given-names>
</name>
<name>
<surname>Leek</surname> <given-names>JT</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>Transcript-level expression analysis of RNA-seq experiments with HISAT, StringTie and Ballgown</article-title>. <source>Nat Protoc</source>. (<year>2016</year>) <volume>11</volume>:<page-range>1650&#x2013;67</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nprot.2016.095</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Love</surname> <given-names>MI</given-names>
</name>
<name>
<surname>Huber</surname> <given-names>W</given-names>
</name>
<name>
<surname>Anders</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2</article-title>. <source>Genome Biol</source>. (<year>2014</year>) <volume>15</volume>:<elocation-id>550</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13059-014-0550-8</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderson</surname> <given-names>MJ</given-names>
</name>
</person-group>. <article-title>A new method for non-parametric multivariate analysis of variance</article-title>. <source>Austral Ecol</source>. (<year>2001</year>) <volume>26</volume>:<fpage>32</fpage>&#x2013;<lpage>46</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1442-9993.2001.01070.x</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kanehisa</surname> <given-names>M</given-names>
</name>
<name>
<surname>Furumichi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tanabe</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Morishima</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>KEGG: new perspectives on genomes, pathways, diseases and drugs</article-title>. <source>Nucleic Acids Res</source>. (<year>2017</year>) <volume>45</volume>:<page-range>D353&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkw1092</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="web">
<article-title>UniProt</article-title> (<year>2024</year>). Available online at: <uri xlink:href="https://www.uniprot.org/">https://www.uniprot.org/</uri>.</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Green</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Speck</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Antiviral defense and innate immune memory in the oyster</article-title>. <source>Viruses</source>. (<year>2018</year>) <volume>10</volume>:<elocation-id>133</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/v10030133</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lafont</surname> <given-names>M</given-names>
</name>
<name>
<surname>Vergnes</surname> <given-names>A</given-names>
</name>
<name>
<surname>Vidal-Dupiol</surname> <given-names>J</given-names>
</name>
<name>
<surname>de Lorgeril</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gueguen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Haffner</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>A sustained immune response supports long-term antiviral immune priming in the pacific oyster, Crassostrea gigas</article-title>. <source>mBio</source>. (<year>2020</year>) <volume>11</volume>:<page-range>e02777&#x2013;19</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/mbio.02777-19</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takeda</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kaisho</surname> <given-names>T</given-names>
</name>
<name>
<surname>Akira</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Toll-like receptors</article-title>. <source>Annu Rev Immunol</source>. (<year>2003</year>) <volume>21</volume>:<page-range>335&#x2013;76</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.immunol.21.120601.141126</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lorenz</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>
<italic>TLR2</italic> and <italic>TLR4</italic> expression during bacterial infections</article-title>. <source>Curr Pharm Des</source>. (<year>2006</year>) <volume>12</volume>:<page-range>4185&#x2013;93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2174/138161206778743547</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>A new non-phagocytic <italic>TLR6</italic> with broad recognition ligands from pacific oyster Crassostrea gigas</article-title>. <source>Dev Comp Immunol</source>. (<year>2016</year>) <volume>65</volume>:<page-range>182&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dci.2016.07.010</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Lei</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>A novel toll-like receptor from the pearl oyster <italic>Pinctada fucata martensii</italic> is induced in response to stress</article-title>. <source>Comp Biochem Physiol B Biochem Mol Biol</source>. (<year>2017</year>) <volume>214</volume>:<fpage>19</fpage>&#x2013;<lpage>26</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cbpb.2017.08.006</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>The transcriptomic expression of pattern recognition receptors: Insight into molecular recognition of various invading pathogens in oyster Crassostrea gigas</article-title>. <source>Dev Comp Immunol</source>. (<year>2019</year>) <volume>91</volume>:<fpage>1</fpage>&#x2013;<lpage>7</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dci.2018.09.021</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kawasaki</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kawai</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Toll-like receptor signaling pathways</article-title>. <source>Front Immunol</source>. (<year>2014</year>) <volume>5</volume>:<elocation-id>461</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2014.00461</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nair</surname> <given-names>S</given-names>
</name>
<name>
<surname>Huynh</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Lampropoulou</surname> <given-names>V</given-names>
</name>
<name>
<surname>Loginicheva</surname> <given-names>E</given-names>
</name>
<name>
<surname>Esaulova</surname> <given-names>E</given-names>
</name>
<name>
<surname>Gounder</surname> <given-names>AP</given-names>
</name>
<etal/>
</person-group>. <article-title>
<italic>Irg1</italic> expression in myeloid cells prevents immunopathology during M. tuberculosis infection</article-title>. <source>J Exp Med</source>. (<year>2018</year>) <volume>215</volume>:<page-range>1035&#x2013;45</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20180118</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naujoks</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tabeling</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dill</surname> <given-names>BD</given-names>
</name>
<name>
<surname>Hoffmann</surname> <given-names>C</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Kunze</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>
<italic>IFN</italic>s modify the proteome of <italic>Legionella</italic>-containing vacuoles and restrict infection via <italic>IRG1</italic>-derived itaconic acid</article-title>. <source>PLoS Pathog</source>. (<year>2016</year>) <volume>12</volume>:<elocation-id>e1005408</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.ppat.1005408</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Nguyen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Alfaro</surname> <given-names>AC</given-names>
</name>
</person-group>. <article-title>Targeted metabolomics to investigate antimicrobial activity of itaconic acid in marine molluscs</article-title>. <source>Metabolomics</source>. (<year>2019</year>) <volume>15</volume>:<fpage>97</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11306-019-1556-8</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saco</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rey-Campos</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rosani</surname> <given-names>U</given-names>
</name>
<name>
<surname>Novoa</surname> <given-names>B</given-names>
</name>
<name>
<surname>Figueras</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>The evolution and diversity of interleukin-17 highlight an expansion in marine invertebrates and its conserved role in mucosal immunity</article-title>. <source>Front Immunol</source>. (<year>2021</year>) <volume>12</volume>:<elocation-id>692997</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2021.692997</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deguine</surname> <given-names>J</given-names>
</name>
<name>
<surname>Barton</surname> <given-names>GM</given-names>
</name>
</person-group>. <article-title>MyD88: a central player in innate immune signaling</article-title>. <source>F1000Prime Rep</source>. (<year>2014</year>) <volume>6</volume>:<elocation-id>97</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.12703/P6-97</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Pang</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Transcriptome analysis reveals the function of <italic>TLR4</italic>-<italic>MyD88</italic> pathway in immune response of <italic>Crassostrea hongkongensis</italic> against Vibrio Parahemolyticus</article-title>. <source>Aquac Rep</source>. (<year>2022</year>) <volume>25</volume>:<elocation-id>101253</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.aqrep.2022.101253</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>P</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Huo</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>
<italic>RIOK3</italic> interacts with caspase-10 and negatively regulates the <italic>NF-&#x3ba;B</italic> signaling pathway</article-title>. <source>Mol Cell Biochem</source>. (<year>2009</year>) <volume>332</volume>:<page-range>113&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11010-009-0180-8</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>HH</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>XF</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>YB</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>LW</given-names>
</name>
<etal/>
</person-group>. <article-title>Oncoprotein p28 <italic>GANK</italic> binds to <italic>RelA</italic> and retains <italic>NF-kappaB</italic> in the cytoplasm through nuclear export</article-title>. <source>Cell Res</source>. (<year>2007</year>) <volume>17</volume>:<page-range>1020&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/cr.2007.99</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hansson</surname> <given-names>GC</given-names>
</name>
</person-group>. <article-title>Mucins and the microbiome</article-title>. <source>Annu Rev Biochem</source>. (<year>2020</year>) <volume>89</volume>:<fpage>769</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-biochem-011520-105053</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kato</surname> <given-names>K</given-names>
</name>
<name>
<surname>Lillehoj</surname> <given-names>EP</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>KC</given-names>
</name>
</person-group>. <article-title>
<italic>MUC1</italic>: the first respiratory mucin with an anti-inflammatory function</article-title>. <source>J Clin Med</source>. (<year>2017</year>) <volume>6</volume>:<elocation-id>110</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/jcm6120110</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gum</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Hicks</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Toribara</surname> <given-names>NW</given-names>
</name>
<name>
<surname>Siddiki</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>YS</given-names>
</name>
</person-group>. <article-title>Molecular cloning of human intestinal mucin (<italic>MUC2</italic>) cDNA. Identification of the amino terminus and overall sequence similarity to prepro-von willebrand factor</article-title>. <source>J Biol Chem</source>. (<year>1994</year>) <volume>269</volume>:<page-range>2440&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0021-9258(17)41965-X</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klomp</surname> <given-names>LW</given-names>
</name>
<name>
<surname>Van Rens</surname> <given-names>L</given-names>
</name>
<name>
<surname>Strous</surname> <given-names>GJ</given-names>
</name>
</person-group>. <article-title>Cloning and analysis of human gastric mucin cDNA reveals two types of conserved cysteine-rich domains</article-title>. <source>Biochem J</source>. (<year>1995</year>) <volume>308</volume>:<page-range>831&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1042/bj3080831</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pietsch</surname> <given-names>EC</given-names>
</name>
<name>
<surname>Sykes</surname> <given-names>SM</given-names>
</name>
<name>
<surname>McMahon</surname> <given-names>SB</given-names>
</name>
<name>
<surname>Murphy</surname> <given-names>ME</given-names>
</name>
</person-group>. <article-title>The <italic>p53</italic> family and programmed cell death</article-title>. <source>Oncogene</source>. (<year>2008</year>) <volume>27</volume>:<page-range>6507&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/onc.2008.315</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kinchen</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Cabello</surname> <given-names>J</given-names>
</name>
<name>
<surname>Klingele</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>K</given-names>
</name>
<name>
<surname>Feichtinger</surname> <given-names>R</given-names>
</name>
<name>
<surname>Schnabel</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Two pathways converge at <italic>CED-10</italic> to mediate actin rearrangement and corpse removal in C. elegans</article-title>. <source>Nature</source>. (<year>2005</year>) <volume>434</volume>:<page-range>93&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature03263</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nitta</surname> <given-names>T</given-names>
</name>
<name>
<surname>Takahama</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>The lymphocyte guard-IANs: regulation of lymphocyte survival by <italic>IAN/GIMAP</italic> family proteins</article-title>. <source>Trends Immunol</source>. (<year>2007</year>) <volume>28</volume>:<fpage>58</fpage>&#x2013;<lpage>65</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.it.2006.12.002</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ranjan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Iwakuma</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Non-canonical cell death induced by p53</article-title>. <source>Int J Mol Sci</source>. (<year>2016</year>) <volume>17</volume>:<elocation-id>2068</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms17122068</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Xin</surname> <given-names>L</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>The cytochemical and ultrastructural characteristics of phagocytes in the pacific oyster Crassostrea gigas</article-title>. <source>Fish Shellfish Immunol</source>. (<year>2016</year>) <volume>55</volume>:<page-range>490&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fsi.2016.06.024</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dubrez-Daloz</surname> <given-names>L</given-names>
</name>
<name>
<surname>Dupoux</surname> <given-names>A</given-names>
</name>
<name>
<surname>Cartier</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>
<italic>IAPS</italic> : more than just inhibitors of apoptosis proteins</article-title>. <source>Cell Cycle</source>. (<year>2008</year>) <volume>7</volume>:<page-range>1036&#x2013;46</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4161/cc.7.8.5783</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>