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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2025.1595888</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>Dynamics of oxylipin biosynthesis in systemic inflammation: insights from a large animal model of endotoxemia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Myers</surname>
<given-names>Madison N.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Chirivi</surname>
<given-names>Miguel</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>dos Santos Neto</surname>
<given-names>Jose M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Parales-Gir&#xf3;n</surname>
<given-names>Jair</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Worden</surname>
<given-names>Lynn C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Lock</surname>
<given-names>Adam L.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Contreras</surname>
<given-names>G. Andres</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Large Animal Clinical Sciences, College of Veterinary Medicine, Michigan State University</institution>, <addr-line>East Lansing, MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Animal Science, College of Agriculture and Natural Resources, Michigan State University</institution>, <addr-line>East Lansing, MI</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Gregory Todd Pharr, Mississippi State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Katarzyna Dudek, National Veterinary Research Institute (NVRI), Poland</p>
<p>Zehua Zhang, Army Medical University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Madison N. Myers, <email xlink:href="mailto:smit2477@msu.edu">smit2477@msu.edu</email>; G. Andres Contreras, <email xlink:href="mailto:contre28@msu.edu">contre28@msu.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1595888</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>15</day>
<month>05</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Myers, Chirivi, dos Santos Neto, Parales-Gir&#xf3;n, Worden, Lock and Contreras</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Myers, Chirivi, dos Santos Neto, Parales-Gir&#xf3;n, Worden, Lock and Contreras</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>Endotoxemia, marked by the presence of bacterial lipopolysaccharide (LPS) in the bloodstream, induces acute inflammation and is implicated in both mortality and chronic disease across species. LPS stimulates lipolysis and activates cyclooxygenase (COX), lipoxygenase (LOX), and cytochrome P450 (CYP450) enzymes, promoting the synthesis of bioactive lipid mediators known as oxylipins (OXL). However, the dynamics of OXL production during systemic inflammation remain poorly defined, particularly in large animals.</p>
</sec>
<sec>
<title>Methods</title>
<p>To investigate OXL responses to endotoxemia, mature Holstein cows were administered intravenous infusions of either LPS or sterile saline (SAL). Plasma samples were collected at baseline (PRE), 2 hours post-infusion (+2H), and 12 hours post-infusion (+12H). OXL profiles were quantified using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Complementary in vitro experiments were conducted using bovine adipocytes exposed to LPS to assess adipocyte-specific OXL release.</p>
</sec>
<sec>
<title>Results</title>
<p>LPS-treated cows exhibited classical signs of endotoxemia, including tachycardia, fever, and tachypnea. Plasma OXL profiling revealed significant alterations in arachidonic acid (AA)- and eicosapentaenoic acid (EPA)-derived pathways. Notably, LPS infusion led to persistent increases in COX- and LOX-derived pro-inflammatory OXL, including thromboxane B&#x2082; and hydroxyeicosatetraenoic acids (HETEs), alongside transient elevations in EPA- and docosahexaenoic acid (DHA)-derived pro-resolving mediators. In vitro, LPS stimulation of adipocytes increased the release of AA-based 5-HETE, 6-keto-PGF&#x2081;&#x3b1;, linoleic acid (LA)-based 13-HODE, and DHA-based 19,20-DiHDPA.</p>
</sec>
<sec>
<title>Discussion</title>
<p>These findings indicate that LPS induces robust activation of pro-inflammatory OXL pathways with limited and transient engagement of pro-resolving lipid mediators. The imbalance may contribute to sustained or dysregulated inflammation. Our study provides novel insights into both systemic and adipocyte-specific OXL dynamics during endotoxemia and highlights their potential as biomarkers and therapeutic targets for modulating inflammation.</p>
</sec>
</abstract>
<kwd-group>
<kwd>endotoxemia</kwd>
<kwd>oxylipins</kwd>
<kwd>lipid-based mediators of inflammation</kwd>
<kwd>dairy cows</kwd>
<kwd>adipose tissue</kwd>
</kwd-group>
<contract-num rid="cn001">2021-67015-34563</contract-num>
<contract-num rid="cn002">AA-21-154, AA-22-055</contract-num>
<contract-num rid="cn003">S10RR027926, S10OD032292</contract-num>
<contract-num rid="cn004">2024-67011-42947</contract-num>
<contract-sponsor id="cn001">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Michigan Alliance for Animal Agriculture<named-content content-type="fundref-id">10.13039/100016607</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">U.S. Department of Agriculture<named-content content-type="fundref-id">10.13039/100000199</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="79"/>
<page-count count="16"/>
<word-count count="7993"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Comparative Immunology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Endotoxemia, defined as the presence of bacterial endotoxin in the blood, is a significant contributor to acute death and the progression of chronic diseases in humans and animals. This inflammatory condition results from the translocation of endotoxins, such as lipopolysaccharide (LPS)-containing fragments from the outer membrane of gram-negative bacteria in the gastrointestinal tract, mammary gland, or urogenital tract into systemic circulation following stress or damage to mucosal barriers (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Interactions between LPS and toll-like receptors (TLR) found on dendritic cells, macrophages, neutrophils, and non-immune cells, such as adipocytes, stimulate the production of reactive oxygen species, pro-inflammatory cytokines, and lipid-based mediators of inflammation (<xref ref-type="bibr" rid="B3">3</xref>). In humans, acute exposure to endotoxin on the magnitude of nanograms incites systemic inflammation (<xref ref-type="bibr" rid="B4">4</xref>), however, greater concentrations are known to induce septic shock and progressive failure of multiple organ systems (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Upon exposure to endotoxins, key enzymatic pathways&#x2014;cyclooxygenase (COX), cytochrome P450 (CYP), lipoxygenase (LOX)&#x2014;are activated in immune cells, triggering the oxidation of fatty acids (FA) into the potent class of inflammatory mediators known as oxylipins (OXL) (<xref ref-type="bibr" rid="B7">7</xref>). These compounds are broadly classified as either pro- or anti-inflammatory, with omega-6 (n-6)-derived products primarily falling into the former category and those derived from omega-3 (n-3) FA into the latter (<xref ref-type="bibr" rid="B8">8</xref>). Importantly, LPS exposure triggers lipolysis, the sequential hydrolysis of triglycerides and release of FA from adipocyte reserves, through its stimulation of toll-like receptor 4 (TLR4) in adipose tissues (AT) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). The FA released from adipocytes during LPS-induced lipolysis may subsequently serve as substrates for the biosynthesis of OXL, which could amplify or attenuate the inflammatory cascade initiated by endotoxemia (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>OXL exhibit diverse biological effects dependent upon their FA precursors and biosynthetic pathways. For example, the n-6 FA arachidonic acid (C20:4, n-6; AA) and linoleic acid (C18:2, n-6; LA) give rise to predominantly pro-inflammatory OXL, including leukotrienes (LT), prostanoids, and hydroxylated metabolites such as hydroxyeicosatetraenoic acids (HETE) and hydroxyoctadecaenoic acids (HODE), respectively, which stimulate neutrophil recruitment, vascular permeability, and pain sensitization (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). In contrast, n-3 FA-based OXL, such as resolvins (Rv), protectins (PD), and maresins (MaR) from docosahexaenoic acid (C22:6, n-3; DHA), docosapentaenoic acid (C22:5, n-3; DPA), and eicosapentaenoic acid (C20:5, n-3; EPA), act as specialized pro-resolving mediators (SPM), which promote inflammatory resolution and tissue repair by limiting immune cell infiltration and activating anti-inflammatory pathways (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Together, the balance of pro- and anti-inflammatory OXL plays a critical role in shaping immune responses during inflammation, with their dysregulation implicated in chronic diseases and metabolic disorders (<xref ref-type="bibr" rid="B18">18</xref>). Therefore, OXL represent a critical link between lipid metabolism and inflammation, with their synthesis tightly regulated by enzymatic pathways and the availability of FA substrates. Given their dual roles as inflammatory mediators and potential biomarkers, understanding OXL dynamics is essential for deciphering the complex interplay between systemic inflammation and metabolic health.</p>
<p>Considering the capacity of OXL to alter inflammatory responses, understanding their biology is crucial in the context of clinical endotoxemia, which affects both human and animal species. This condition contributes to significant morbidity and mortality rates and sizable financial burdens tied to treatment costs, preventative measures, and management of secondary illnesses (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>). Of note, dairy cattle are particularly susceptible to endotoxemia due to several physiological and anatomical factors that facilitate the translocation of LPS into systemic circulation: these include changes to the diet, the unique anatomy of the ruminant gastrointestinal tract, and high incidence of reproductive tract injuries that occur during calving (<xref ref-type="bibr" rid="B23">23</xref>). Together, these factors create a physiological environment conducive to LPS translocation and make dairy cattle an ideal model to study the intricate relationships between endotoxemia, lipolysis, and OXL biosynthesis. However, despite extensive research on endotoxemia in monogastric species, whether a bovine model can accurately mimic the effects of acute LPS exposure observed in humans and rodents remains unknown (<xref ref-type="bibr" rid="B24">24</xref>). Additionally, the timeline from systemic LPS exposure to changes in plasma OXL profiles is, to the authors&#x2019; knowledge, unestablished. Furthermore, the involvement of specific enzymatic pathways that regulate OXL biosynthesis remains unidentified and unexplored in the context of endotoxemia, particularly as they pertain to AT. Therefore, identifying systemic and adipocyte-specific alterations in OXL levels and the pathways behind their production may provide evidence for their use as biomarkers, particularly in acute infection, and aid in our understanding the onset and progression of chronic diseases associated with LPS exposure.</p>
<p>Therefore, the objective of this study was to establish these dynamics using an <italic>in vivo</italic> bovine model of endotoxemia, providing translational insights relevant to human and animal health. Using bovine <italic>in vivo</italic> and <italic>in vitro</italic> models of endotoxemia, we define the dynamics of OXL profiles during endotoxin challenges. Our results demonstrate temporal changes in the biosynthesis of OXL derived from n-3 and n-6 FA that characterize, in part, the progression of the inflammatory response during endotoxemia.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Animals</title>
<p>All animal use procedures were approved by the Institutional Animal Care and Use Committee (IACUC #201900248) at Michigan State University (East Lansing, Michigan) and were performed in accordance with local and federal guidelines.</p>
<p>Eight multiparous (2.5 &#xb1; 1.06; mean parity &#xb1; SD) lactating Holstein dairy cows from the Michigan State University Dairy Cattle Teaching and Research Center were enrolled for the <italic>in vivo</italic> part of this study. At enrollment, cows averaged (mean &#xb1; SD), 204 &#xb1; 22 d in milk and, on the scale from 1 to 5 as defined by Wildman et&#xa0;al., a body condition score of 3.26 &#xb1; 0.15 (<xref ref-type="bibr" rid="B25">25</xref>). All cows received a common diet formulated to meet the nutrient requirements of the average lactating cow (<xref ref-type="bibr" rid="B26">26</xref>). Cows were housed in individual tie stalls bedded with sawdust, cleaned twice daily, and equipped with automatic waterers. Cows were fed 115% expected intake at 7000 h daily. Feed access was blocked from 0500 to 0700 h for orts (uneaten feed) collection and measurements along with offering of new feed. Cows were milked three times per day at 0400, 1200 and 2000 h. Standard herd health examinations were conducted throughout the study.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>
<italic>In vivo</italic> model of endotoxemia</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Bovine model of endotoxemia</title>
<p>The study took place over a 12-d period. For the first 5 d, cows were monitored, and baseline clinical data was collected. On d 5, an indwelling jugular catheter was inserted as described previously (<xref ref-type="bibr" rid="B27">27</xref>). Briefly, each cow was restrained, and the area over the jugular vein was clipped and prepared with a surgical scrub. Following, local anesthetic was injected subcutaneously into the area superficial to and immediately surrounding the insertion site (40mL lidocaine hydrochloride 2% formulation, VetOne, Paris, France). After, scrubbing was repeated. An indwelling catheter was then placed and secured by non-resorbable suturing of tape wings around the catheter&#x2019;s base to the skin.</p>
<p>Bacterial lipopolysaccharide (LPS; derived from <italic>E. coli</italic> O55:B5; Cat #L6529, Sigma-Aldrich, St. Louis, MO) was dissolved in pyrogen-free distilled water at a concentration of 0.1 mg/mL, filtered (0.22 &#xb5;m), and stored in a sterile glass bottle at 4&#xb0;C. On d 6, the LPS solution was diluted in 100 mL of sterile 0.9% sodium chloride solution (SAL) according to each cow&#x2019;s bodyweight (BW; determined at the start of the study using an electronic scale) such that each cow received 1 &#xb5;g LPS/kg BW (n=4) or 100 mL of SAL only (n=4), which served as negative control. The dosage and serotype of LPS were selected based on prior research conducted by our group (<xref ref-type="bibr" rid="B28">28</xref>). Treatments were transported to the farm at 37&#xb0;C. Catheters were flushed with heparinized saline prior to treatments (SAL, LPS) being intravenously infused over a 20 min period. Infusions took place prior to morning feeding. All animals were monitored closely, and none exhibited clinical symptoms (e.g., excessive fever or shock) which would otherwise require removal from the study and veterinary medical intervention.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>
<italic>In vivo</italic> sample and data collection</title>
<p>Throughout the experiment, heart and respiratory rate, rectal temperature, and clinical symptoms were monitored and recorded 2 h prior to SAL and LPS infusions (PRE), immediately after (0H) and then hourly for the first 6 h following infusions, and then at 12 h post-infusions (+12H). Heart rate was determined by stethoscope. Rectal temperature was measured using a digital thermometer. Respiratory rate was determined by counting flank movements for a 30 s interval and multiplying by 2 to convert to breaths per min. Heart rates above 84 beats per minute were considered tachycardic (<xref ref-type="bibr" rid="B29">29</xref>). Rectal temperatures exceeding 39.3&#xb0;C were considered febrile (<xref ref-type="bibr" rid="B30">30</xref>). Respiratory rates exceeding 36 breaths per minute were considered tachypneic (<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>Blood was drawn via coccygeal venipuncture using coated collection tubes (heparinized saline). Blood samples were collected immediately before infusions (PRE), 2 h after infusion (+2H), and 12 h after infusion (+12H) and centrifuged at 2,000 &#xd7; <italic>g</italic> for 10 min at 4&#xb0;C for collection of plasma, which was flash frozen and stored at &#x2212;80&#xb0;C until further analysis.</p>
<p>Feed intake and milk production were monitored throughout the study and are reported in the companion paper (<xref ref-type="bibr" rid="B32">32</xref>).</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>
<italic>In vitro</italic> model of endotoxemia</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Adipose tissue sample collection</title>
<p>Six healthy, non-lactating, non-gestating, multiparous Holstein dairy cows were selected from a local abattoir as previously described by our group (<xref ref-type="bibr" rid="B33">33</xref>). Briefly, animals were assigned a body condition score (BCS) by a trained technician prior to slaughter by captive bolt and jugular exsanguination. Only cows with a BCS between 3.25 and 3.75 and no internal signs of disease upon postmortem inspection were included in the study. From the right paralumbar fossa (flank) region, 5 g of subcutaneous AT were collected, immediately placed in filtered Krebs-ringer bicarbonate buffer (KRBB, pH 7.4), and transported to the laboratory at 37&#xb0;C.</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Adipocyte Progenitor Isolation and Exposure of Adipocytes to Endotoxin</title>
<p>From the AT, pre-adipocytes were isolated by outgrowth adhesion, expanded, and matured into adipocytes for 7 d as outlined in (<xref ref-type="bibr" rid="B33">33</xref>). Following, mature adipocytes were incubated for 3 h in serum-free culture medium consisting of KRBB+2% bovine serum albumin only (BAS) or in media containing 1 &#xb5;g/mL lipopolysaccharide (LPS) as reported in the companion paper (<xref ref-type="bibr" rid="B32">32</xref>). Then, culture medium was collected, snap-frozen, and stored at &#x2013;80&#xb0;C until further analysis. Protein content was quantified within each culture well using the Pierce BCA Protein Assay Kit (Thermo Scientific; Waltham, MA) and used to normalize OXL concentrations in the culture medium to cell abundances in each well (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Targeted lipidomic analyses</title>
<p>Solid phase extractions and quantitative targeted lipidomic analyses of plasma and adipocyte culture medium samples were performed by the Wayne State University Lipidomics Core (Detroit, Michigan) using high performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS). For recovery and quantitation, samples (1 mL plasma or culture medium) were spiked and mixed thoroughly with 1 ng of each of the following internal standards: 15(S)-HETE-d<sub>8</sub>, leukotriene B<sub>4</sub>-d<sub>4</sub>, resolvin D2-d<sub>5</sub>, 14 (<xref ref-type="bibr" rid="B15">15</xref>)-EpETrE-d<sub>11</sub>, and prostaglandin E<sub>1</sub>-d<sub>4</sub>. Polyunsaturated fatty acids and their metabolites were then extracted using C18 extraction columns as described previously (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>). In brief, spiked samples were applied to conditioned C18 cartridges, washed with HPLC-grade water, hexane, and dried under vacuum. Following, 0.5 mL methanol was used to elute samples from cartridges. The eluate was then dried under nitrogen, and the residue redissolved in methanol:25 mM aqueous ammonium acetate (1:1).</p>
<p>Following, HPLC was performed using Luna C18 (3&#xb5;m, 2.1x150 mm, StrataX SPE cartridge, 30 mg sorbent; Phenomenex, Torrance, CA) columns. The mobile phase consisted of a gradient between methanol-water-acetonitrile at 10:85:5 v/v and 90:5:5 v/v, both with 0.1% ammonium acetate. The gradient program consisted of 0&#x2013;1 min, 50%; 1&#x2013;8 min, 50-80%; 8&#x2013;15 min, 80-95%; and 15&#x2013;17 min, 95%. The flow rate was 0.2 mL/min. The HPLC eluate was then directly introduced to the ESI source of the QTRAP7500 triple quadrupole mass analyzer (SCIEX, Framingham, MA) operated in negative ion mode. The operating conditions were as follows: Curtain gas and GS1 at 40 psi, GS2 at 70 psi, temperature at 500&#x2da;C, ion spray voltage at -2500 V, collision gas at 12 psi, declustering potential at -60 V, and entrance potential at -7 V. The eluate was monitored by Multiple Reaction Monitoring (MRM) to detect unique molecular ion-daughter ion combinations for each transition to monitor a total of 6 lipids and 83 lipid mediators. The MRM monitored each transition for 120 sec around the established retention time for each lipid mediator. Optimixed collisional energies (18&#x2013;35 eV) and collision cell exit potentials (7&#x2013;10 V) are used for each MRM transition. Mass spectra for each detected lipid mediator were recorded using the Enhanced Product Ion (EPI) feature to verify identities of detected peaks and MRM transition and retention times matched the standards. Data were collected and MRM transition chromatograms were quantified using SCIEX OS 3.4 Software (SCIEX). In each chromatogram, internal standard signals were used for recovery normalization and quantitation of each lipid mediator. Details on MRM-internal standard mapping are included in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File S1</bold>
</xref>.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analysis</title>
<p>To ensure robustness and accuracy in our evaluation of treatment effects, OXL with insufficient or inconsistent detection across samples (&lt;3 observations per group per time relative to infusion) were excluded from the statistical analysis. Health parameters and plasma OXL data were analyzed using the GLIMMIX procedure in SAS (SAS On Demand for Academics, SAS Institute, Cary, NC). For <italic>in vivo</italic> data, variables evaluated over time were analyzed with repeated measures using the random effect of animal and the fixed effects of treatment, time, and their interactions. PRE OXL concentration values were included as covariates. For <italic>in vitro</italic> data, the fixed effect of treatment was assessed. The normality of all variables was verified using the Shapiro-Wilk Test (<italic>P</italic>&lt;0.05). Residuals of each model were checked and found to be normally distributed. Results are presented as mean &#xb1; SEM unless otherwise stated. Significance was declared at <italic>P &#x2264;</italic> 0.05 and tendencies at <italic>P &#x2264;</italic> 0.10.</p>
<p>The relative impacts of <italic>in vivo</italic> LPS infusion on 13 user-defined OXL biosynthetic pathways were assessed by quantitative enrichment analysis on the web-based platform MetaboAnalyst 6.0 (<xref ref-type="bibr" rid="B38">38</xref>) as approached in (<xref ref-type="bibr" rid="B39">39</xref>). This method employs the global test algorithm and uses a generalized linear model to produce a Q-statistic for each self-defined set of metabolites. Of the 75 metabolites detected, 69 were recognized across the software&#x2019;s referenced databases and were included in our analyses. Pathways were considered significantly enriched with Holm <italic>P</italic>&lt;0.00625 (=0.05/8) and false discovery rate (FDR) &lt;5%. Principal component analyses were performed using the MetaboAnalyst 6.0 platform to determine if exposure to endotoxin (e.g., LPS versus SAL) and timing relevant to exposure (e.g., +2H, +12H) resulted in distinct plasma OXL profiles. These results, which facilitate the visualization of sample clustering across treatment and time groups, are presented as score plots.</p>
<p>Correlation analyses were conducted in JMP Pro (v.17, SAS Institute Inc.). To initially screen OXL for associations with physiological parameters, the <italic>Fit Y by X</italic> function was used to evaluate all OXL in relation to respiratory rate, heart rate, and rectal temperature across treatments. The top ten OXL exhibiting linear correlations were selected based on the strength (correlation coefficient) and statistical confidence (<italic>P</italic>-value) of each correlation. Top-ranking OXL were then analyzed alongside all physiological parameters and OXL using the <italic>Multivariate and Correlations</italic> function, allowing for a comprehensive assessment of correlations across health parameters and OXL profiles.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Intravenous LPS infusion induces clinical signs of endotoxemia in dairy cows</title>
<p>
<italic>In vivo</italic> infusion of LPS induced signs and symptoms characteristic of endotoxemia. Following LPS infusion, cows exhibited tachypnea, fever, and tachycardia, whereas animals that received SAL did not (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Exposure to LPS increased respiratory rate immediately following infusion through +2H compared to SAL and gradually returned to normal (eupneic) levels by 5 h post-infusion (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). LPS induced fevers in cows, with rectal temperatures peaking at approximately 4 h post-infusion, and temperatures transiently returning to normal (afebrile) temperatures by +12H (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). As expected, LPS exposure induced excessive salivation, increased urination and defecation, and coldness of the extremities, particularly of the ears (data not shown). As reported in the companion paper, LPS reduced milk yield and feed intake during the first 3 d following LPS infusion (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Respiratory rates, rectal temperatures, and heart rates of cows prior to and following continuous intravenous infusion with saline (SAL; open circles; light orange shading) or lipopolysaccharide (LPS, 1 &#xb5;g LPS/kg body weight; closed circles; dark orange shading) over a 20-min period. Symbols above points indicate differences (<italic>P</italic>&lt;0.001***, &lt;0.05*) and tendencies for differences (<italic>P</italic>&lt;0.10^) between treatments at each time point.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1595888-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Endotoxemia enhances arachidonic acid- and eicosapentaenoic acid-based oxylipins derived from COX, LOX, and CYP pathways</title>
<p>Our initial analysis assessed the effect of systemic endotoxin exposure on plasma eicosanoid profile. Of the 13 pathways and corresponding metabolite sets analyzed, at +2H, LPS altered COX-derived EPA-based, CYP-derived AA-based, COX-derived AA-based, and LOX-derived AA pathways compared to SAL (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Elevations in the COX-derived EPA-based and LOX-derived AA-based OXL metabolite sets were sustained between LPS and SAL through +12H (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Metabolite set enrichment analysis of oxylipin concentrations in the plasma of dairy cows infused with bacterial lipopolysaccharide (LPS) relative to those given saline (SAL) at 2 (+2H) and 12 h (+12H) post-infusion. Pathways were considered significantly enriched when the <sup>a</sup>Holm <italic>P</italic>&lt;6.25E-3 and <sup>a</sup>FDR <sup>&lt;</sup>5% (denoted by *). AA, Arachidonic acid; COX, cyclooxygenase; CYP, cytochrome P450 epoxygenase; EPA, eicosapentaenoic acid; DHA, docosahexaenoic acid; LOX, lipoxygenase; NE, non-enzymatic.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1595888-g002.tif"/>
</fig>
<p>Principal component analyses (PCA) revealed distinct separation of OXL profiles between LPS- and SAL treatments at +2H (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>); however, plasma OXL profiles trended toward convergence in LPS and SAL at +12H (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A&#x2019;</bold>
</xref>). Of the 75 quantified, LPS significantly upregulated plasma levels of 6 and downregulated 8 OXL at +2H compared to SAL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). At +12H, however, LPS upregulated abundances of 4 and downregulated 7 OXL relative to SAL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B&#x2019;</bold>
</xref>). Compared to SAL, LPS increased plasma content of total FA, total n-3 FA, total n-6 FA, and OXL by species relative to SAL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Compared to SAL, LPS increased plasma content of total FA, n-3, n-6, HODE, and TX at +2H (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). Interestingly, elevations in n-3 FA and TX tended to be sustained in LPS through +12H (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). In contrast, LPS reduced total HETE relative to SAL at +2H, with a similar trend observed at +12H (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Plasma oxylipin and fatty acid profiles are modulated by endotoxin exposure. <bold>(A)</bold> Principal component analysis plots demonstrate distinct separation of eicosanoid profiles between bacterial endotoxin (lipopolysaccharide, LPS)- and saline (SAL)-treated cows at 2 (+2H) and 12 hours (+12H) after infusion. <bold>(B)</bold> Volcano plots depict up- (red) and down-regulated (blue) oxylipin (OXL) concentrations in LPS relative to SAL. Plots were created in MetaboAnalyst using OXL fold-changes and corresponding <italic>P</italic>-values. <bold>(C)</bold> Bar plots depicting relative plasma concentrations (ng/mL) of summed fatty acids (FA; n-3 and n-6 combined; shown in gold bars), n-3 FA (alpha-linolenic, docosahexaenoic, docosapentaenoic, and eicosapentaenoic acids; shown in blue bars), n-6 FA (arachidonic and linoleic acids; shown in red bars), and <bold>(D)</bold> hydroxyeicosatetraenoic acids (HETE; 5-, 11-, 12-, 15-, and 20-HETE), hydroxy-octadecadienoic acids (HODE; 9-, 10-, 12-, and 13-HODE), and thromboxanes (TX; TXB<sub>2</sub> and TXB<sub>3</sub>). <bold>(E)</bold> Relative abundance of arachidonic (C20:4, n-6; AA), &#x3b1;-linolenic (C18:3, n-3; ALA), docosahexaenoic (C22:6, n-3; DHA), docosapentaenoic (C22:5, n-3; DPA), eicosapentaenoic (C20:5, n-3; EPA), and linoleic (C18:2, n-6; LA) acids prior to (PRE), 2 h after (+2H), and 12 h after (+12H) infusions with saline (SAL; open circles) and lipopolysaccharide (LPS; closed circles). OXL concentrations are displayed as fold-changes relative to PRE levels for each treatment group. Red bars represent n-6 FA, and blue, n-3 FA. <bold>(F)</bold> Concentrations (in pg/mL plasma) of fatty acid-derived OXL in cows&#x2019; plasma. In <bold>(C&#x2013;F)</bold>, symbols above bars indicate differences (<italic>P</italic>&lt;0.01**, &lt;0.05*) and tendencies (<italic>P</italic>&lt;0.10^) between treatment groups and dots represent individual datapoints.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1595888-g003.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Endotoxin exposure increases plasma n-3 and n-6 fatty acids and oxylipin derivatives</title>
<p>Compared to SAL, LPS increased plasma AA (2.6-fold) and ALA (2.5-fold) at +2H (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>). Additionally, LPS tended to increase DPA, EPA, and LA at +2H by 3-, 1.9-, and 3-fold, respectively, relative to SAL. At +12H, however, LPS increased AA and DHA 1.4- and 1.5-fold, respectively, over SAL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>). Corresponding with elevations in relative precursor FA, LPS increased total AA-derived and LA-derived OXL levels in plasma at +2H compared to SAL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3F</bold>
</xref>). There was no effect of treatment observed on plasma EPA-, DPA-, and DHA-derived OXL levels (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3F</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Arachidonic acid-derived oxylipin levels are differentially modulated during endotoxemia</title>
<p>Compared to SAL, LPS increased the 5-LOX AA-derived product 18-carboxy-dinor-LTB<sub>4</sub> in plasma +2H and +12H (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). A tendency for the same pattern was observed in 5,6-DiHETE at both time points post-infusion. LPS tended to enhance 5-HETE, a product of 12-LOX, at +12H, but not at +2H (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Compared to SAL, products of the 15-LOX pathway, 15-HETE and 15-epi-LXA<sub>4</sub>, exhibited opposing trends in LPS, with 15-HETE levels elevated and 15-epi-LXA<sub>4</sub> levels reduced at both +2H and +12H (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). LPS tended to enhance 15-OxoETE concentrations at +12H compared to SAL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). LPS increased the COX-derived TXB<sub>2</sub> 17-fold over SAL at +2H; this gap lessened to 3-fold at +12H (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). LPS tended to increase the prostanoid-derived 6-keto-PGF1&#x3b1; and the CYP metabolite 11-HETE at +2H and +12H relative to SAL at each respective time point (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Notably, compared to SAL, LPS increased adipocytes&#x2019; release of 5-HETE and 6-keto-PGF1&#x3b1; into the media (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Relative abundance of omega-6 fatty acid-based oxylipins (OXL) in plasma and adipocyte culture medium following treatment with LPS. Arachidonic acid (AA; C20:4, n-6)-derived OXL <bold>(A, B)</bold> and linoleic acid (LA; C18:2, n-6)-derived OXL <bold>(C, D)</bold> in cows&#x2019; plasma and adipocyte medium, respectively. OXL were quantified in cows&#x2019; plasma before (PRE) and after (2 hours, +2H; 12 hours, +12H) saline (SAL; open circles) and endotoxin (LPS; closed circles) infusion (Panels A and C). Pathways of origin are shown for each oxylipin (OXL) and include enzymatic 5-, 12-, and 15-lipoxygenases (5-LOX, 12-LOX, 15-LOX), cyclooxygenase (COX), cytochrome P450 (CYP), and non-enzymatic (NE) synthesis. Additional reactions are performed by the 5-LOX-activating protein (FLAP), fatty acyl CoA esters (CoA ester) and beta-oxidation (&#x3b2;-oxidation), glutathione peroxidase (GP), 15-prostaglandin dehydrogenase (15-PGDH), prostacyclin synthase (PCS), thromboxane synthase (TXS), water (H<sub>2</sub>O), hydroxy fatty acid dehydrogenase (HFAD), and soluble epoxy hydrolase (sEH). In panels A and C, OXL levels are displayed as fold-change relative to PRE levels for each treatment group; dots represent individual datapoints; and differences between groups are denoted by **<italic>P</italic>&lt;0.01, *<italic>P</italic>&lt;0.05 and tendencies by ^<italic>P</italic>&lt;0.10; n=4. Relative concentrations of AA-derived OXL <bold>(C)</bold> and LA-derived OXL <bold>(D)</bold> released by cultured bovine adipocytes following 3 h of exposure to control media (BAS) or LPS (1 &#xb5;g/mL). In panels C and D, dots represent individual datapoints; differences between groups are denoted by **<italic>P</italic>&lt;0.01, *<italic>P</italic>&lt;0.05, and tendencies by ^<italic>P</italic>&lt;0.10; n=6.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1595888-g004.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Plasma linoleic acid-derived oxylipins are elevated following exposure to endotoxin</title>
<p>LPS augmented plasma content of LOX-derived LA metabolites 9- and 13-HODE at +2H compared with SAL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Additionally, LPS increased plasma content of the CYP product 9,10-DiHOME at +2H compared to SAL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). LPS tended to increase 9,10-DiHOME at +12H and 12,13-DiHOME at +2H (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). However, LPS increased plasma 12,13-EpOME content at +12, but not at +2H, compared to SAL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Exposure to LPS increased adipocytes&#x2019; release of 13-HODE into the media, corresponding with the metabolite&#x2019;s changes in plasma (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). However, in contrast with systemic observations, LPS reduced adipocytes&#x2019; release of 9,10-diHOME and 12,13-EpOME compared to CON (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>).</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Docosahexaenoic acid-based oxylipin concentrations are altered following endotoxin exposure</title>
<p>At +2H, MaR1 and MaR2 remained unchanged in LPS, yet decreased in SAL relative to baseline (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). While no differences were found at +2H, LPS increased plasma 17-HDoHE at +12H (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Compared to SAL, LPS increased plasma content of the 15-LOX product protectin D1 (PD1) at +2H, however, no difference was observed between treatments at +12H (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Compared to SAL, LPS increased the concentrations of all quantified Rv (RvD3, RvD4, RvD5, and RvD6) at +2H; however, at +12H, there was no effect of treatment (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). No differences were observed between treatments in non-enzymatically derived plasma -HDoHE (4-, 7-, 10-, 11-, 13-, 14-, or 16-HDoHE) at any time point (data not shown). Contrasting with the changes observed in plasma, LPS attenuated adipocyte release of DHA (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). However, LPS upregulated adipocytes release of 19,20-DiHDPA compared to CON (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Relative concentrations of omega-3 fatty acid-based oxylipins in plasma and adipocyte culture medium following exposure to LPS. Abundance of docosahexaenoic acid (DHA; C22:6, n-3)-derived OXL in plasma <bold>(A)</bold> and adipocyte culture medium <bold>(B)</bold> and eicosapentaenoic acid (EPA; C20:5)-derived OXL in plasma <bold>(C)</bold>. For plasma OXL quantification, samples were collected prior to (PRE), 2 h following (+2H), and 12 h after (+12H) infusion with saline (SAL; open circles) or bacterial lipopolysaccharide (LPS; closed circles; <bold>(A, C)</bold>. Major enzymatic (lipoxygenase, LOX; cyclooxygenase, COX; cytochrome P450, CYP) and non-enzymatic (NE) synthesis pathways are shown. Oxylipin levels are displayed as fold-change relative to PRE levels for each treatment group. Dots represent individual datapoints. Differences between groups are denoted by **<italic>P</italic>&lt;0.01, *<italic>P</italic>&lt;0.05 and tendencies by ^<italic>P</italic>&lt;0.10; n=4. <bold>(B)</bold> Relative concentrations of DHA and DHA-derived OXL released by cultured bovine adipocytes following 7 h of exposure to control media (BAS) or LPS (1 &#xb5;g/mL). Dots represent datapoints; n=6. Differences between groups are denoted by ***<italic>P</italic>&lt;0.001, *<italic>P</italic>&lt;0.05; n=6.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1595888-g005.tif"/>
</fig>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Endotoxin exposure elevates COX-, LOX-, and CYP-derived eicosapentaenoic acid-based oxylipins in plasma</title>
<p>At +12H, LPS reduced plasma content of the 12-LOX EPA-based product, 12-HEPE, but was unchanged at +2H, compared to SAL (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). Similarly, LPS tended to reduce plasma content of the COX-derived metabolite TXB<sub>3</sub> at +12H (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). In contrast, LPS tended to increase plasma content of 15-HEPE, a product of 15-LOX, compared to SAL at +12H (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). While no differences were observed for RvE1 or RvE3 between treatments, LPS tended to increase resolvin E2 (RvE2) at +2H and augmented RvE2 + 12H (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>) compared to SAL. No differences were observed in adipocyte production of EPA-based OXL upon LPS exposure (data not shown).</p>
</sec>
<sec id="s3_8">
<label>3.8</label>
<title>Endotoxemia does not alter plasma docosapentaenoic acid-derived oxylipin levels</title>
<p>Although LPS increased plasma DPA compared to SAL, there was no effect of treatment on the DPA-based OXL PD1<sub>n-3,DPA</sub>, RvD5<sub>n-3,DPA</sub>, or AT-RvD5<sub>n-3,DPA</sub> (data not shown).</p>
</sec>
<sec id="s3_9">
<label>3.9</label>
<title>Plasma oxylipin concentrations correlate with respiratory and heart rates</title>
<p>Our multivariate analysis revealed a strong positive correlation between respiratory rate and plasma content of RvD5<sub>n-3, DPA</sub> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Respiratory rate and plasma content of 17-HDoHE levels also demonstrated a positive association (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Negative correlations were observed between respiratory rate and 5-HETE, 10-HDoHE, 9-oxoODE, and 20-HDoHE (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Positive correlations were identified between heart rate and 5,6-DiHETE, TXB<sub>2</sub>, 18-carboxy-dinor-LTB<sub>4</sub>, and 19,20-DiHDPA (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). No significant correlations were detected between rectal temperature and plasma content of OXL (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Matrix depicting top 10 significant correlations between respiratory rate, heart rate, rectal temperature, and oxylipin levels in cows treated with lipopolysaccharide (LPS) or sterile saline (SAL). Respiratory rates are shown in breaths per minute, heart rates in beats per minute, and rectal temperatures in degrees Celsius (&#xb0;C). Oxylipins are shown in ng per mL plasma. In each scatter plot within the matrix&#x2019;s lower left half, dots represent individual data points across all time periods and both treatment groups. In the upper right half of the matrix, dot sizes correspond to comparison log<sub>10</sub>(<italic>P</italic>-value), dot colors represent correlation strength and directionality, and pairwise correlation values are included in each dot.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1595888-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>LPS infusion induces characteristic symptoms of endotoxemia in cows</title>
<p>The clinical responses to LPS infusion observed in cows&#x2014;tachycardia, fever, tachypnea, salivation, polyuria, increased defecation, and cold extremities&#x2014;underscore our model&#x2019;s capacity to reliably recapitulate the acute inflammatory responses observed in humans and other species following single LPS infusions (<xref ref-type="bibr" rid="B5">5</xref>). Our results are consistent with previous reports in cows, wherein fevers peaked at 4 h post-infusion and respiratory rates were highest at +2H (<xref ref-type="bibr" rid="B40">40</xref>). These well-described symptoms are considered hallmarks of an acute inflammatory response to endotoxemia, reflecting the systemic activation of immune pathways triggered by endotoxin exposure (<xref ref-type="bibr" rid="B41">41</xref>). Our findings further validate the use of <italic>in vivo</italic> LPS infusion as a reproducible method to study endotoxemia <italic>in vivo</italic>, providing a robust platform to investigate the downstream biochemical and metabolic changes associated with this condition. Moreover, this model enables further exploration of the role of bioactive lipid mediators, such as OXL, in modulating the inflammatory response and potentially influencing the recovery and health outcomes with translational potential across species.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Oxylipin profiles change in response to endotoxemia</title>
<p>We report, for the first time, that LPS infusion-induced endotoxemia triggers a dynamic and complex systemic OXL response, with distinct lipid mediator pathways activated in a time-dependent manner in dairy cows. The observed alterations in specific OXL pathways, particularly the COX-derived EPA-based and LOX-derived AA-based OXL, indicate that our <italic>in vivo</italic> model of endotoxemia recapitulates the rapid OXL biosynthetic response to endotoxin observed <italic>in vitro</italic> (<xref ref-type="bibr" rid="B42">42</xref>). The early and sustained changes in these key mediators may reflect an adaptive or maladaptive immune response to endotoxin, suggesting that OXL play critical roles in the pathogenesis and clinical progression of endotoxemia. Moreover, the persistent alterations in COX-derived EPA-based OXL may indicate a shift toward anti-inflammatory and pro-resolving responses, as COX-synthesized EPA-derived OXL are generally regarded as less inflammatory than their AA-derived counterparts.</p>
<p>In contrast, the sustained increase in LOX-derived AA-based OXL, including LT and HETE, could contribute to a dysfunctional inflammatory response during endotoxemia. Previous research highlights LT and HETE as key mediators of neutrophil chemotaxis, vascular permeability, and immune cell activation (<xref ref-type="bibr" rid="B43">43</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>). The persistence of these pathways observed in the present study suggests that the inflammatory cascade and OXL production triggered by LPS does not resolve fully within the observed timeframe, potentially contributing to the chronic aspects of endotoxemia, such as prolonged immune activation, tissue damage, and end-stage organ failure (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>).</p>
<p>The distinct separation observed in OXL profiles between the LPS and SAL treatments at +2H underscores the rapid and profound impact of endotoxin exposure on systemic lipid mediator production. The clear distinction in metabolite profiles <italic>in vivo</italic> is in line with a robust inflammatory response initiated early after LPS exposure, as reported previously (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). The trend toward similarity in OXL profiles at +12H suggests that, while the acute effect of inflammation diminishes over time, residual effects of endotoxin persist, particularly through sustained alterations in key OXL synthesizing pathways.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Elevation of n-3 and n-6 fatty acids follow endotoxin exposure</title>
<p>Endotoxin exposure increased plasma concentrations of both n-3 and n-6 FA at +2H, including AA, ALA, DPA, EPA, and LA. The heightened levels of these FA suggest that LPS triggers the hydrolysis and release of FA from cellular stores (e.g., phospholipids and neutral lipids), likely to fuel the synthesis of bioactive lipid mediators as part of the immune response (<xref ref-type="bibr" rid="B33">33</xref>). The sustained elevations in plasma AA and sizeable increase in DHA concentrations in both plasma and adipocyte media further support the role of FA in sustained inflammatory signaling and immune modulation during endotoxemia.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Arachidonic acid-based oxylipins are differentially modulated in response to endotoxin</title>
<p>Endotoxin exposure leads to distinct and time-dependent responses in AA-derived OXL, suggesting a complex and dynamic response to systemic inflammation. The upregulation of the 5-LOX byproduct 18-carboxy-dinor-LTB<sub>4</sub> at both +2H and +12H highlights that stimulation of leukotriene synthesis is prolonged following LPS exposure. This molecule is a metabolite of LTB<sub>4</sub>, a potent pro-inflammatory mediator involved in neutrophil recruitment and activation, which contributes to sustained inflammation during endotoxemia (<xref ref-type="bibr" rid="B50">50</xref>). In rodents and humans, the 5-LOX-derived metabolite, 5-HETE, is produced by neutrophils in response to bacterial pathogens and their remnants, including LPS (<xref ref-type="bibr" rid="B51">51</xref>). Notably, 5-HETE and its isomers are potent chemoattractants that induce neutrophil migration and macrophage infiltration (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). In the present study, 5-HETE levels tended to be elevated in plasma at +12H, but not +2H, in cows treated with LPS, suggesting this OXL may be involved in the latter stages of the inflammatory response. However, 5-HETE release by adipocytes was dramatically elevated following 3 h of LPS exposure, suggesting that AT may play a more immediate role in 5-HETE production during endotoxemia. Moreover, this finding suggests that adipocytes could significantly contribute to the early inflammatory response, potentially serving as an initial chemoattractant source to prime the infiltration of immune cells into AT commonly observed during inflammatory disease (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>).</p>
<p>The trend toward elevated plasma 5,6-DiHETE, a dihydroxy derivative of leukotriene A<sub>4</sub> (LTA<sub>4</sub>), in response to LPS at +2H and +12H further suggests that activation of the 5-LOX pathway is sustained, reinforcing its potential significance in mounting the immune response to endotoxemia. In fact, several studies have identified anti-inflammatory and pro-resolving characteristics associated with this molecule, including its capacity to reduce vascular permeability and endothelial barrier disruption (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>Several COX-derived, AA-based OXL were upregulated systemically in response to LPS, including TXB<sub>2</sub>, which was elevated nearly 17-fold at +2H, and 3-fold at +12H. This sharp rise suggests that thromboxane-mediated pro-thrombotic and vasoconstrictive responses occur during the acute phase of endotoxemia. The attenuation of plasma TXB<sub>2</sub> at +12H suggests that tapering of the thromboxane surge occurs, although residual effects of COX activation persist. Notably, no differences were observed in adipocytes&#x2019; TXB<sub>2</sub> production following LPS exposure, suggesting that the systemic effects observed may occur independently of adipocytes, rather, through production by platelets or immune cells (<xref ref-type="bibr" rid="B58">58</xref>).</p>
<p>The COX metabolite 6-keto-PGF1&#x3b1;, a stable product of prostacyclin, tended to be elevated at +2H and was markedly greater at +12H in response to LPS, reflecting sustained vascular and endothelial activation. These findings are in line with the well-established role of prostacyclins in regulating blood flow, limiting platelet aggregation, and inhibiting leukocyte adhesion (<xref ref-type="bibr" rid="B59">59</xref>&#x2013;<xref ref-type="bibr" rid="B61">61</xref>). Interestingly, production of 6-keto-PGF1&#x3b1; was drastically elevated in adipocytes following LPS exposure, suggesting that AT may contribute actively to the vascular and endothelial remodeling seen during endotoxin-induced inflammation (<xref ref-type="bibr" rid="B62">62</xref>).</p>
<p>The CYP-derived 11-HETE exhibited a pattern in plasma similar to 6-keto-PGF1&#x3b1;, increasing at both +2H and +12H in LPS compared to SAL. As no differences were observed in adipocyte production of 11-HETE in response to LPS exposure, these effects further emphasize that LPS persistent endothelial and vascular effects during systemic inflammation occur independently of adipocyte responses. Moreover, 11-HETE is involved in modulating vascular tone and inflammation, highlighting the multifaceted involvement of CYP pathway in regulating endotoxin-induced vascular dysfunction, particularly in the acute phase of inflammation [as reviewed in (<xref ref-type="bibr" rid="B63">63</xref>)].</p>
<p>Also important to consider is that not all AA-derived OXL exhibit pro-inflammatory actions. Of note is the CYP-derived, pro-resolving mediator 15-epi-LXA<sub>4</sub>, which attenuates cytokine release and enhances pathogen clearance in human and murine models of pneumonia (<xref ref-type="bibr" rid="B64">64</xref>). We found that LPS treatment decreased plasma content of this compound, a stable and longer-acting derivative of lipoxin A<sub>4</sub> (<xref ref-type="bibr" rid="B65">65</xref>). This finding in our bovine model contrasts with those previously described in the lungs of mice, which report that 15-epi-LXA<sub>4</sub> increases following LPS exposure (<xref ref-type="bibr" rid="B64">64</xref>). These divergent responses between species may reflect differences in the regulation of lipoxin pathways between species, across tissues, or varying roles of 15-epi-LXA<sub>4</sub> in systemic versus local inflammatory contexts.</p>
</sec>
<sec id="s4_5">
<label>4.5</label>
<title>Linoleic acid-based oxylipins and their involvement in endotoxemia</title>
<p>Several LA-derived metabolites were altered in plasma following LPS infusion, with elevated levels of the LOX-derived 9-HODE and 13-HODE observed at +2H. These metabolites, which are known markers of oxidative stress and inflammation, may contribute to the tissue damage and cellular dysfunction frequently observed during endotoxemia. Of equal importance to note, however, are the pro-lipogenic, PPAR&#x3b3;-mediated effects exhibited by these HODE, which may serve as a negative feedback loop to limit AT lipolysis during endotoxemia (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Additionally, the CYP-derived product, 9,10-DiHOME was elevated in plasma at +2H, indicating upregulated activity of the CYP-to-soluble epoxide hydrolase (sEH) pathway in the early phase of endotoxin-induced inflammation (<xref ref-type="bibr" rid="B66">66</xref>). A trend toward higher plasma levels of 9,10-DiHOME at +12H and 12,13-DiHOME at +2H in response to LPS suggests these metabolites may play key roles in modulating the inflammatory response over a more extended period. Moreover, LPS increased plasma 12,13-EpOME at +12H, but not +2H, pointing toward a time-dependent activation of the CYP and sEH pathways that may contribute to the progression of inflammation and vascular permeability in the later stages of endotoxemia. In contrast, both 9,10-DiHOME and 12,13-EpOME production were decreased in adipocytes exposed to LPS, suggesting that endotoxin may suppress local synthesis of these products, perhaps to limit inflammation within AT (<xref ref-type="bibr" rid="B14">14</xref>). The discrepancy observed between plasma and adipocyte DiHOME and EpOME levels suggests a compartmentalized regulation of CYP metabolites during endotoxemia, with circulating levels reflecting an upregulation to support systemic inflammatory responses while, within AT, downregulated production of these OXL to limit local inflammation and maintain metabolic homeostasis (<xref ref-type="bibr" rid="B67">67</xref>). Collectively, our observations underscore the importance of LA-derived metabolites in the inflammatory cascade, with AT potentially functioning as both a target and source of LA-based OXL during systemic inflammation.</p>
</sec>
<sec id="s4_6">
<label>4.6</label>
<title>Docosahexaenoic acid-based oxylipins and the resolution of inflammation</title>
<p>DHA-derived OXL, including resolvins (Rv), protectins (PD), and maresins (MaR) are central to the resolution of inflammation. Interestingly, while exposure to LPS increased several D-series Rv (RvD3, RvD4, RvD5, and RvD6) at +2H, no differences were observed at +12H, suggesting a short-lived spike in the abundance of pro-resolving mediators early in the inflammatory response. These findings may highlight an attempt by the immune system to counteract the pro-inflammatory signals generated by AA-derived metabolites. However, the lack of sustained elevations in Rv beyond +2H may indicate that the resolution phase of inflammation is not adequate during endotoxemia, which may contribute to chronic inflammation and delayed recovery times. We speculate that this shift may be attributable to rapid exhaustion of DHA reserves within cell phospholipid membranes or lipid droplets during endotoxemia. This concept aligns with findings in human and murine macrophages, which demonstrate that D-series Rv activate phospholipase D, freeing lipid-containing phosphatidic acids and cholines from cell membranes (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>). Important to note, however, is that this response may also be driven by changes in oxidative enzymes&#x2019; activation status and preferences for specific FA substrates during inflammatory challenges.</p>
<p>Similarly, the 15-LOX-derived pro-resolving metabolite, PD1, was elevated at +2H, but returned to baseline levels at +12H. In LPS-stimulated macrophages of primates, PD1 exerts its anti-inflammatory effects through stimulation of peroxisome proliferator-activated receptors &#x3b1; and &#x3b3; (PPAR&#x3b1;, PPAR&#x3b3;), which inhibit NF-&#x3ba;B translocation and downregulate transcription of pro-inflammatory genes encoding TNF-&#x3b1;, IL-6, and iNOS (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B70">70</xref>). Taken together, these findings suggest that, while pro-resolving mediators are initially upregulated during LPS-mediated inflammation, their effects may be transient and limited in the context of chronic endotoxin exposure. Moreover, the transient spike observed in PD1 levels implies that anti-inflammatory pathways are activated but may be insufficiently sustained to fully outweigh the pro-inflammatory cascades initiated by endotoxemia.</p>
<p>While the LPS treatment did not increase plasma 19,20-DiHDPA, its production was notably enhanced in adipocytes following endotoxin exposure. This finding suggests that AT may selectively increase the synthesis of 19,20-DiHDPA as part of the localized response to pathogens, independent of systemic changes detectable in plasma. Of interest, 19,20-DiHDPA is associated with anti-inflammatory effects and may act to offset the production of pro-inflammatory mediators within AT. The upregulation of this metabolite&#x2019;s synthesis in adipocytes, specifically, suggests a potential protective mechanism within AT aimed at mitigating the negative consequences of prolonged inflammation and preserving adipocyte functionality during endotoxemia.</p>
</sec>
<sec id="s4_7">
<label>4.7</label>
<title>Endotoxemia modulates eicosapentaenoic acid-based oxylipin levels</title>
<p>The differential regulation of EPA-derived OXL during endotoxin exposure reflects a complex interplay between pro-inflammatory and pro-resolving pathways. The suppression of specific LOX and COX metabolites, such as 12-HEPE and TXB<sub>3</sub>, suggests a potential shift away from certain inflammatory mediators in response to endotoxemia. This reduction could indicate an adaptive response aimed at limiting excessive inflammation in the latter stages of endotoxin exposure, however, this response may impair the immune system&#x2019;s capacity to effectively clear pathogens.</p>
<p>Conversely, the elevation of 15-LOX products and specific E-series Rvs, such as RvE2, points toward a heightened activation of pathways involved in inflammatory resolution. In fact, RvE2 serves as a competitive antagonist of the AA-derived LTB<sub>4</sub> and inhibits the activation of its receptor, LTB<sub>4</sub>R1, limiting leukocyte recruitment and activation (<xref ref-type="bibr" rid="B71">71</xref>). The increases in pro-resolving mediators observed herein underscore the body&#x2019;s efforts to counteract pro-inflammatory pathways triggered by endotoxemia, especially as the immune response progresses over time.</p>
</sec>
<sec id="s4_8">
<label>4.8</label>
<title>Plasma oxylipin levels correspond with changes in physiological parameters</title>
<p>The correlations observed between respiratory and heart rates with specific OXL may suggest that these potent lipid mediators actively influence key symptoms associated with endotoxemia. The strong positive correlation between respiratory rate RvD5<sub>n-3,DPA</sub>&#x2014;an OXL known for its anti-inflammatory, pro-resolving actions&#x2014;implies that elevated respiratory rates may be driven by upregulation of resolving pathways in response to inflammatory stimuli. RvD5<sub>n-3,DPA</sub> has been shown to enhance macrophage-mediated pathogen clearance, which may reflect an adaptive attempt to restore homeostasis in the microenvironments of various organs and limit tissue damage driven by endotoxemia (<xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B73">73</xref>). Likewise, the positive association with the DHA-derived RvD- and PD- precursor, 17-HDoHE, further supports OXL roles in respiratory modulation, as prior studies in mice suggest these compounds reduce pulmonary inflammation and promote pathogen clearance by neutrophils and macrophages (<xref ref-type="bibr" rid="B74">74</xref>).</p>
<p>Conversely, the negative relationship between respiratory rate and pro-inflammatory 5-HETE suggests that this molecule may intensify inflammatory processes that challenge respiratory function. Past research demonstrates that 5-HETE stimulates constriction of the vasculature and accumulation of fluid in the lungs, which may lead to respiratory distress (<xref ref-type="bibr" rid="B75">75</xref>). Moreover, this molecule is known to slow contraction of smooth muscle in pulmonary bronchioles, which may limit gas exchange and blood oxygenation during endotoxemia (<xref ref-type="bibr" rid="B76">76</xref>).</p>
<p>Heart rate demonstrated moderate positive correlations with OXL such as TXB<sub>2</sub>, 18-carboxy-dinor-LTB<sub>4</sub>, and 5,6-DiHETE, suggesting that these pro-inflammatory mediators may drive tachycardia and vascular responses commonly seen in endotoxemia. TXB<sub>2</sub>, a stable metabolite of thromboxane A2, induces vasoconstriction and platelet aggregation, potentially increasing heart rate and cardiac workload as part of an acute vascular response to inflammation (<xref ref-type="bibr" rid="B77">77</xref>). Additionally, LTB<sub>4</sub> and its derivatives, including 18-carboxy-dinor-LTB<sub>4</sub>, have been linked to heightened leukocyte activation and endothelial interactions that could intensify systemic inflammation, subsequently increasing heart rate to meet metabolic demands (<xref ref-type="bibr" rid="B78">78</xref>). Taken together, these findings indicate that specific OXL may actively drive respiratory and cardiovascular adaptations during endotoxemia, aligning with their known roles in modulating inflammation and vascular responses.</p>
</sec>
<sec id="s4_9">
<label>4.9</label>
<title>Additional considerations</title>
<p>Our study is not without limitations. While we quantified temporal changes in OXL profiles and their magnitudes in plasma, their tissues of origin remain unknown. Additionally, the transcriptional, translational, and activation statuses of oxidizing enzymes which drive OXL production were not directly quantified in this study. Moreover, the decision to analyze samples at +2H and +12H may have limited our ability to detect changes in plasma OXL with shorter half-lives or delayed response times. While previous evidence by our group demonstrates that 3 h of LPS exposure alters adipocytes&#x2019; synthesis of lipid-based mediators and transcription of key oxidizing enzymes (e.g., COX), this model cannot replicate chronic inflammation <italic>in vivo</italic> (<xref ref-type="bibr" rid="B33">33</xref>). In addition, previous research indicates that mitochondrial degradation of OXL is upregulated during LPS-induced inflammation, framing the need for additional <italic>in vivo</italic> studies to fully elucidate the dynamic balance between synthesis and degradation of these lipid mediators (<xref ref-type="bibr" rid="B79">79</xref>). Although this study has a relatively small sample size, we observed consistent patterns across individuals, and the use of robust statistical methods supports the reliability of our findings. Additional studies with larger cohorts are needed to elucidate mechanistic details about specific OXL pathways. Importantly, as used in the present study, single-infusion models may not capture the full effects of repeat or chronic exposure to LPS on the OXL profile, however, the initial evidence provided herein supports the implementation of a multiple LPS infusion model in cows during negative energy balance for use in future studies.</p>
</sec>
<sec id="s4_10" sec-type="conclusions">
<label>4.10</label>
<title>Conclusions</title>
<p>Our findings demonstrate that LPS infusions induce distinct clinical, physiological, and biochemical responses in dairy cows, recapitulating hallmark inflammatory symptoms of endotoxemia, thereby providing a robust model for studying systemic inflammation. Our results show that dynamic alterations occur in response to endotoxemia, with time-dependent shifts in key FA-derived mediators that suggest they play distinct roles in the initiation, progression, and resolution of inflammation. The observed differential modulation of COX-, LOX-, and CYP-derived metabolites from AA, EPA, DHA, and LA underscores the complex, time-dependent nature of OXL pathways in both promoting and resolving inflammation. While pro-inflammatory AA-derived metabolites persisted throughout our study&#x2019;s timeframe, the spikes observed in DHA- and EPA-derived pro-resolving mediators suggest an incomplete and, perhaps, impaired resolution of inflammation. Additionally, our results underscore the potential role of AT in OXL production during endotoxemia, with adipocytes serving as both a source and modulator of inflammatory mediators. The distinct responses observed between <italic>in vivo</italic> plasma and <italic>in vitro</italic> adipocyte models point to a potential protective mechanism within AT that may buffer local inflammation while supporting systemic responses necessary for pathogen clearance. Altogether, these insights into the OXL response to LPS provide valuable directions for future therapeutic strategies aimed at targeting lipid mediator pathways to mitigate systemic inflammation and improve outcomes in human and veterinary patients challenged with endotoxemia.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The data generated and used in the analysis of results reported in this manuscript are available on Figshare at the following URL: <uri xlink:href="https://doi.org/10.6084/m9.figshare.28914443">https://doi.org/10.6084/m9.figshare.28914443</uri>.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Michigan State University Institutional Animal Care and Use Committee (East Lansing, Michigan; IACUC #201900248). The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MM: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Visualization, Writing &#x2013; original draft. MC: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Writing &#x2013; review &amp; editing. JD: Data curation, Formal Analysis, Writing &#x2013; review &amp; editing. JP-G: Conceptualization, Investigation, Methodology, Writing &#x2013; review &amp; editing. LW: Conceptualization, Investigation, Methodology, Writing &#x2013; review &amp; editing. AL: Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing &#x2013; review &amp; editing. GC: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This project was supported by funding from the USDA National Institute of Food and Agriculture&#x2019;s Agriculture and Food Research Initiative Competitive Award (Grant number 2021-67015-34563, 2021), the Michigan Alliance for Animal Agriculture (Awards AA-21-154, 2021; AA-22-055; 2022). The lipidomic analyses reported herein were also supported, in part, by the National Institutes of Health (Awards S10RR027926 and S10OD032292 to the Lipidomics Core Facility at Wayne State University). Madison Myers is supported by the United States Department of Agriculture&#x2019;s Agriculture and Food Research Initiative Education and Workforce Development Fellowship (Award 2024-67011-42947; 2024) and the Office of Research and Graduate Studies at the College of Veterinary Medicine at Michigan State University (East Lansing, Michigan).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors express their sincere gratitude to the staff at the Michigan State University Dairy Teaching and Research Center (Lansing, Michigan) for their assistance in the planning and execution of this project&#x2019;s experiments. We extend our sincerest thanks to Dr. Krishnarao Maddipati in the Department of Pathology and the research staff at the Lipidomics Core Facility at Wayne State University (Detroit, Michigan) for their role in the processing and lipidomic analyses of plasma and adipocyte culture medium samples.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that this research was conducted in the absence of any commercial or financial relationships that could be construed as potential conflicts of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="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.2025.1595888/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2025.1595888/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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