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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
</journal-title-group>
<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.2026.1660646</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Endotoxin tolerance enhances breast cancer aggressiveness and alters inflammatory marker expression in tumor and spleen of mice</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Roy</surname><given-names>Konkonika</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Maciejewski</surname><given-names>Bartosz</given-names></name>
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<contrib contrib-type="author">
<name><surname>J&#x119;drzejewski</surname><given-names>Tomasz</given-names></name>
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<contrib contrib-type="author">
<name><surname>Spisz</surname><given-names>Paulina</given-names></name>
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<contrib contrib-type="author">
<name><surname>Soboci&#x144;ska</surname><given-names>Justyna</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Di Pentima</surname><given-names>Melania</given-names></name>
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<contrib contrib-type="author">
<name><surname>Passeri</surname><given-names>Benedetta</given-names></name>
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<name><surname>Wrotek</surname><given-names>Sylwia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Immunology, Faculty of Biology and Veterinary Sciences, Nicolaus Copernicus University</institution>, <city>Torun</city>,&#xa0;<country country="pl">Poland</country></aff>
<aff id="aff2"><label>2</label><institution>Pathology Unit, Department of Veterinary Science, University of Parma</institution>, <city>Parma</city>,&#xa0;<country country="it">Italy</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Konkonika Roy, <email xlink:href="mailto:konkonika08@gmail.com">konkonika08@gmail.com</email>; Sylwia Wrotek, <email xlink:href="mailto:wrotek@umk.pl">wrotek@umk.pl</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-19">
<day>19</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1660646</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Roy, Maciejewski, J&#x119;drzejewski, Spisz, Soboci&#x144;ska, Di Pentima, Passeri and Wrotek.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Roy, Maciejewski, J&#x119;drzejewski, Spisz, Soboci&#x144;ska, Di Pentima, Passeri and Wrotek</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-19">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Endotoxin tolerance (ET) is an immunological state in which repeated exposure to endotoxins such as lipopolysaccharide (LPS) leads to reprogramming of the immune system and a diminished inflammatory response. In this study, we used a murine model to explore the role of ET in breast cancer progression, hypothesizing that ET may foster a tumor-permissive immune environment. We compared endotoxin tolerant breast cancer-bearing mice (ETBC group) with non-endotoxin tolerant breast cancer-bearing controls (BC group). ETBC mice exhibit significantly faster tumor progression and earlier disease onset. Hematological analysis revealed reduced leukocyte counts in the ETBC group, indicating compromised immune cell recruitment. Additionally, ETBC mice showed decreased spleen weight relative to that in the BC group, further supporting systemic immune suppression. Gene expression profiling in both spleen and tumor tissues revealed marked immunological alterations in ETBC mice. In the spleen, there was notable downregulation of key pro-inflammatory cytokines, including interleukin (IL) 6 and interferon (IFN) &#x3b3;. Conversely, genes associated with immune modulation and tumor progression such as IL-1&#x3b2;, inducible nitric oxide synthase (NOS2), cyclooxygenase (COX) 2, vascular endothelial growth factor (VEGF), and colony stimulating factor 1 (CSF-1) were upregulated. Notably, IL-1&#x3b2;, NOS2, COX-2, IL-10, and VEGF were consistently upregulated in tumor tissues of ETBC mice. We conclude that ET not only impairs immune surveillance but also reshapes the tumor microenvironment in favor of cancer growth. This highlights the potential role of ET in oncology and suggests that its modulation could represent a novel avenue for therapeutic intervention.</p>
</abstract>
<kwd-group>
<kwd>cancer</kwd>
<kwd>endotoxin tolerance</kwd>
<kwd>immunosuppression</kwd>
<kwd>inflammation</kwd>
<kwd>tumor microenvironment</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Narodowe Centrum Nauki</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100004281</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the National Science Centre, Poland (grant no. 2020/39/O/NZ5/00915).</funding-statement>
</funding-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="1"/>
<ref-count count="52"/>
<page-count count="13"/>
<word-count count="5595"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Cancer Immunity and Immunotherapy</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Endotoxin tolerance (ET) is a phenomenon in which prior exposure to endotoxins, such as lipopolysaccharide (LPS), reprograms macrophages and alters their response to subsequent endotoxin challenges (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). When primed with endotoxins, macrophages exhibit heightened reactivity and produce elevated levels of inflammatory mediators (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). In contrast, endotoxin tolerant macrophages demonstrate a diminished response, characterized by the reduced production of these mediators. Changes in inflammatory markers also lead to systemic alterations across the entire organism, with the most noticeable being the weakening or absence of fever, as evidenced by attenuated body temperature changes following the administration of a pyrogenic dose of endotoxin (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). Fever itself plays a complex role in immune regulation, directly modulating immune responses by enhancing the activity of cytotoxic T cells and natural killer cells (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). However, the inability to trigger fever due to ET may not only impair immune function but also obscure important warning signals of immune dysregulation, potentially affecting the body&#x2019;s capacity to respond to tumor development (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Breast cancer is one of the most prevalent and deadly cancers worldwide, affecting millions of people annually. Despite advances in detection and treatment, breast cancer remains a leading cause of cancer-related deaths, primarily because of its potential for metastasis and resistance to therapies (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Understanding the factors that drive breast cancer progression, particularly those linked to the immune system, is essential for developing innovative therapeutic strategies. The immune system plays a dual role in cancer by promoting the elimination of tumor cells and paradoxically creating a microenvironment that supports tumor growth and metastasis (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Given the complex interplay between inflammation and cancer, exploring how ET-related immune reprogramming influences tumor development may offer valuable insights for advancing therapeutic strategies.</p>
<p>To date, most studies exploring the impact of ET on cancer progression have been limited to <italic>in vitro</italic> models (<xref ref-type="bibr" rid="B10">10</xref>) that fail to capture the full complexity of interactions within a living organism. To address this gap, we investigated the <italic>in vivo</italic> effects of ET on breast cancer development using a mouse model. Specifically, we examined whether ET influences tumor aggressiveness and alters the expression of inflammatory markers in both the tumor tissues and spleen. By elucidating these interactions, our research aims to contribute to a deeper understanding of the interplay between immune tolerance and breast cancer.</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>Experimental animals</title>
<p>This study adhered to the Animal Research: Reporting of <italic>In Vivo</italic> Experiments (ARRIVE) guidelines for the reporting of experimental results. Female BALB/c mice (6&#x2013;8 weeks old) were purchased from the Mossakowski Medical Research Centre of the Polish Academy of Sciences (Warsaw, Poland) and allowed to acclimatize for 14 days before experimentation. Animals were housed individually in polycarbonate cages within a controlled environment. The room was maintained at a constant relative humidity of 50 &#xb1; 10% and a temperature of 24 &#xb1; 1 &#xb0;C, with a 12-hour light-dark cycle, where lights were turned on at 7:00 a.m. Food and water were provided <italic>ad libitum</italic>. All procedures were approved by the Local Bioethical Committee for Animal Care in Bydgoszcz, Poland (permission no. LKE 50/2022). This research was conducted on four groups of mice: untreated (NT), endotoxin-tolerant (ET), breast cancer-bearing (BC), and endotoxin tolerant breast cancer-bearing (ETBC). <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref> presents a diagram illustrates the procedure conducted for each group of animals.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Scheme of experimental procedures conducted on the following groups of animals: endotoxin tolerant mice (ET), breast cancer-bearing mice (BC), and endotoxin tolerant breast cancer-bearing mice (ETBC).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g001.tif">
<alt-text content-type="machine-generated">Experimental diagram showing three mouse groups: endotoxin tolerant (ET), breast cancer bearing (BC), and endotoxin tolerant breast cancer bearing (ETBC), each with six mice. Timeline includes LPS injection, 4T1 cancer cell inoculation, tumor growth observation, and sample collection from blood, spleen, and tumors at specified days. Legend clarifies icons for injections, samples, inoculation, and transmitters.</alt-text>
</graphic></fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title><italic>In vivo</italic> procedure</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Temperature and motor activity measurement</title>
<p>The body temperature (T<sub>b</sub>) of the mice was monitored using temperature-sensitive miniature biotelemeters (PhysioTels model TA10TA-F40; Data Sciences International, St. Paul, MN, USA) implanted intra-abdominally in a sterile environment. Before transplantation, mice were anesthetized via intramuscular injection of a ketamine (80 mg/kg, Biowet, Pu&#x142;awy, Poland) and xylazine (10 mg/kg, ScanVet, Gniezno, Poland) mixture. A small area was then shaved and sterilized, after which an incision was made through the abdominal skin and muscle layers. Temperature-sensitive biotelemetry devices were inserted into the peritoneal cavity and the abdominal muscles and skin were sutured separately. All surgical procedures were completed at least 10 days before the start of the experiment.</p>
<p>The motor activity of the mice was monitored by tracking changes in the position of an implanted temperature-sensitive transmitter relative to a receiver board. These positional shifts resulted in variations in signal strength, which were detected by the external receiver antenna and recorded as &#x201c;pulses&#x201d; or &#x201c;counts&#x201d; of activity.</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Inducing endotoxin tolerance in mice</title>
<p>Lipopolysaccharide (LPS) from <italic>Escherichia coli</italic> (0111:B4, Merck, Darmstadt, Germany) was prepared by dissolving LPS in sterile 0.9% sodium chloride. Prior to injection, the stock solution of LPS (2 mg/mL) was warmed to 37 &#xb0;C, then diluted in warm sterile saline to the desired concentration. To induce ET, mice received daily intraperitoneal (i.p.) injections of LPS (50 &#x3bc;g/kg) four consecutive doses (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). ET development was assessed by measuring T<sub>b</sub> of the mice using biotelemetry.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Inducing tumor and tissue collection</title>
<p>On the day of the third LPS injection, mice were inoculated subcutaneously (s.c.) with 2.5 &#xd7; 10<sup>4</sup> 4T1 breast cancer cells on the right flank (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). Before the experiments, 4T1 cells (American Type Culture Collection, Manassas, VA, USA) were cultured in high-glucose Dulbecco&#x2019;s Modified Eagle&#x2019;s Medium (DMEM) supplemented with 10% fetal bovine serum (FBS), 100 &#x3bc;g/mL streptomycin, and 100 IU/mL penicillin (all from Merck, Darmstadt, Germany). The cells were maintained at 37 &#xb0;C in a humidified 5% CO<sub>2</sub> atmosphere. The mice were monitored daily for tumor growth. After approximately four weeks, the mice were euthanized with an overdose of ketamine/xylazine (240 mg/kg and 30 mg/kg, respectively). Blood, tumor, and spleen samples were collected. Tumor and spleen samples were rinsed twice in sterile ice-cold PBS and immediately flash-frozen in liquid nitrogen (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). These tissue samples were stored at -80 &#xb0;C for subsequent analysis.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Blood sample collection and blood morphology analysis</title>
<p>Blood samples were collected through cardiac puncture in EDTA-treated tubes from mice anesthetized with an overdose of ketamine/xylazine (240 mg/kg and 30 mg/kg, respectively). Total blood cell counts of leukocytes, lymphocytes, monocytes, and granulocytes were evaluated using the Auto Hematology Analyzer BC-2800Vet (Mindray, Shenzhen, China).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Measurement of the spleen size</title>
<p>Spleens were collected following euthanasia of the mice using an overdose of ketamine and xylazine mixture. Immediately after removal, the spleens were weighed using a highly sensitive scale to ensure precise measurement.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Histological assessment</title>
<p>Mouse mammary tumor tissues were assessed by pathologists. Tumor tissues were fixed in 10% neutral-buffered formalin for 24 h. Tissue samples were then routinely processed for histopathology and embedded in paraffin wax (FFPE). Paraffin sections of 5 &#x3bc;m thickness were stained for histology with Mayer&#x2019;s hematoxylin and eosin (H&amp;E). All images were captured using a Nikon Eclipse E800 microscope.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>RNA extraction and RT-qPCR</title>
<p>Total RNA extraction from spleen and tumor tissues was performed by lysing them in PureZOL&#x2122; RNA Isolation Reagent with mechanical disruption, according to the manufacturer&#x2019;s protocol. Then, cDNA was obtained using 1 &#x3bc;g of total RNA and the iScript&#x2122; cDNA Synthesis Kit, following the manufacturer&#x2019;s protocol. RT-qPCR was performed in a final volume of 10 &#x3bc;L using SsoAdvanced Universal SYBR<sup>&#xae;</sup> Green Supermix and PrimePCR&#x2122; SYBR<sup>&#xae;</sup> Green Assays. <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> lists the unique assay IDs of the immune-related gene primers. The test samples were analyzed in triplicate using a CFX Connect Real-Time PCR Detection System. The specificity was verified through melt curve analysis. Standard curves were generated for both target and reference genes (actin). Calibrator-normalized quantification was performed using the CFX Manager Software 3.1. Each reaction was performed at least twice. All reagents and software used to analyze cytokine expression were purchased from Bio-Rad (Hercules, CA, USA).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The list of primers used for RT-qPCR.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Gene Name</th>
<th valign="middle" align="center">Protein name</th>
<th valign="middle" align="center">Unique assay ID</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">actin</td>
<td valign="middle" align="center">ACTB</td>
<td valign="middle" align="center">qMmuCED0027505</td>
</tr>
<tr>
<td valign="middle" align="center">interleukin 6</td>
<td valign="middle" align="center">IL-6</td>
<td valign="middle" align="center">qMmuCED0045760</td>
</tr>
<tr>
<td valign="middle" align="center">interleukin 1&#x3b2;</td>
<td valign="middle" align="center">IL-1&#x3b2;</td>
<td valign="middle" align="center">qMmuCED0045755</td>
</tr>
<tr>
<td valign="middle" align="center">cyclooxygenase 2</td>
<td valign="middle" align="center">COX-2</td>
<td valign="middle" align="center">qMmuCED0047314</td>
</tr>
<tr>
<td valign="middle" align="center">vascular endothelial growth factor</td>
<td valign="middle" align="center">VEGF</td>
<td valign="middle" align="center">qMmuCED0047509</td>
</tr>
<tr>
<td valign="middle" align="center">interferon &#x3b3;</td>
<td valign="middle" align="center">IFN-&#x3b3;</td>
<td valign="middle" align="center">qMmuCID0006268</td>
</tr>
<tr>
<td valign="middle" align="center">nitric oxide synthase 2 (NOS2)</td>
<td valign="middle" align="center">inducible nitric oxide synthase (iNOS)</td>
<td valign="middle" align="center">qMmuCID0023087</td>
</tr>
<tr>
<td valign="middle" align="center">interleukin 10</td>
<td valign="middle" align="center">IL-10</td>
<td valign="middle" align="center">qMmuCED0044967</td>
</tr>
<tr>
<td valign="middle" align="center">signal transducer and activator of transcription 6</td>
<td valign="middle" align="center">STAT6</td>
<td valign="middle" align="center">qMmuCID0006404</td>
</tr>
<tr>
<td valign="middle" align="center">Colony stimulating factor 1</td>
<td valign="middle" align="center">CSF-1</td>
<td valign="middle" align="center">qMmuCID0019725</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Survival analysis</title>
<p>The survival rates of the mice in the BC and ETBC groups were compared. The Kaplan-Meier plot was used to assess the differences, and statistical analysis between these groups was performed using the log-rank (Mantel-Cox) test and the Gehan-Breslow-Wilcoxon test. This analysis was performed using data obtained from an independent experimental set.</p>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>Tumor growth rate analysis</title>
<p>Tumor samples obtained from mice with BC and ETBC were measured using Vernier calipers. The tumor volume was calculated using the following formula:</p>
<disp-formula>
<mml:math display="block" id="M1"><mml:mrow><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>&#x3c0;</mml:mi><mml:mn>6</mml:mn></mml:mfrac><mml:mo>*</mml:mo><mml:mi>L</mml:mi><mml:mo>*</mml:mo><mml:mi>W</mml:mi></mml:mrow></mml:math>
</disp-formula>
<p>where L represents the average tumor length and W represents the average width of the tumors. A comparison analysis between the BC and ETBC mice groups was conducted using nonlinear regression analysis.</p>
</sec>
<sec id="s2_11">
<label>2.11</label>
<title>Statistical analysis</title>
<p>The relative gene expression levels were evaluated and compared using the 2<sup>&#x2212;&#x394;&#x394;Ct</sup> method. Multiple group comparisons were performed using one-way analysis of variance (ANOVA), followed by the Sidak test. An unpaired t-test was used to evaluate gene expression between the two groups. For the evaluation of tumor growth rate, nonlinear regression with an exponential growth model was used. Tumor volume was calculated as (&#x3c0;/6) &#xd7; width &#xd7; length. Measurements were initiated once tumors were measurable in all mice, and follow-up measurements were taken after a few days to capture clear differences in growth between groups. The number of time points was limited to capture meaningful differences in tumor growth. GraphPad Prism version 8 software (GraphPad Software Inc., La Jolla, CA, USA) was used for calculations, analysis, and visualization of results. Statistical significance was set at p&#x2009;&lt;&#x2009;0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Repeated LPS injections at a constant dose result in a progressive and sustained reduction in fever and locomotor activity, indicating the development of endotoxin tolerance</title>
<p>Mice are nocturnal animals with low daytime and high nighttime T<sub>b</sub>. Using four consecutive doses of LPS, we observed a progressive change in response to LPS. The first injection of LPS induced fever, which started within 1 h of LPS injection. The occasional transient increase in the T<sub>b</sub> of mice at 9 a.m. (injection time) was mainly caused by stress related to the injection and handling of the mice. Fever onset was achieved and maintained for approximately one hour, with the highest body temperature reaching 38.02 &#xb1; 0.33 &#xb0;C, compared to 36.72 &#xb1; 0.21 &#xb0;C in NT mice (p &lt; 0.001). This was followed by a fever duration of roughly 1.5 hours before the gradual return of body temperature to baseline levels. Repeated daily injections of LPS over several days resulted in progressive attenuation of the febrile response, culminating in the establishment of the ET model in mice. By the fourth dose of LPS, the maximum temperature in the treated group was 37.03 &#xb1; 0.33 &#xb0;C, compared to 38.02 &#xb1; 0.33 &#xb0;C following the first dose of LPS (p &lt; 0.001) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Body temperature and motor activity over a 12-hour period in mice under three different experimental conditions: non-treated (control) mice (NT); mice injected with a single dose of LPS (50 &#xb5;g/kg, i.p.) to induce fever (LPS); endotoxin tolerant mice (ET). Representative time-course graph depicting core body temperature changes over a 12-hour period across the three groups <bold>(A)</bold>. Motor activity recorded during the same 12-hour period, demonstrating differences in activity levels between groups <bold>(B)</bold>. The asterisks indicate the significant difference between the groups indicated (*p&#x2009;&lt;&#x2009;0.05). Each group consisted of n = 6 mice. Data has been analyzed using one-way analysis of variance (ANOVA), followed by the Sidak test and these data are presented as mean &#xb1; SEM.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g002.tif">
<alt-text content-type="machine-generated">Figure with two panels showing (a) a line graph of temperature over time for NT, LPS, and ET groups with a marked fever period, and (b) a bar graph comparing significantly reduced motor activity in LPS and ET compared to NT.</alt-text>
</graphic></fig>
<p>Another important aspect of ET is sickness behavior, such as a decrease in motor activity. Indeed, a significant reduction in locomotor activity was observed in mice exhibiting ET compared to that in NT animals. The average motor activity value recorded was 2.66 &#xb1; 0.67 counts in ET mice and 2.6 &#xb1; 0.52 counts in LPS mice when compared to 5.14 &#xb1; 1.37 counts in NT mice after the LPS injection (p &lt; 0.05) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>). The reduction in activity, typically associated with fever, was evident in LPS-treated mice and persisted throughout the development of ET.</p>
<p>The absence of a systemic febrile response, a hallmark of ET, indicates successful immune reprogramming, thereby validating the robustness of this approach. In subsequent experiments, breast cancer was induced in ET mice, and its progression was compared to that in non-endotoxin-tolerant mice.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Microscopic evaluation of 4T1-induced mammary tumors in mice</title>
<p>Six days after 4T1 cell injection, palpable breast tumors were observed in mice. These tumors were allowed to develop in the mice until the study&#x2019;s conclusion on day 28; subsequent histological analysis showed solid sheets of proliferating epithelial cells, polygonal to oval-shaped, with poorly demarcated margins and scant cytoplasm. Nuclei are vesicular, with coarse chromatin, and a single central basophilic nucleus. There is a very fine fibrovascular connective tissue that rarely subdivides the neoplasm into lobules. Tubular differentiation was not observed, and the neoplastic cells were pleomorphic with numerous mitoses. The majority of the ETBC mice were consistent with solid carcinoma. Both the ETBC and BC groups showed numerous cells with large and small vacuoles in the cytoplasm and nucleus, which are often located at the periphery of the cell. These results are consistent with those of lipid-rich carcinoma (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3A, B</bold></xref>). Necrotic areas were present in all samples in different amounts and were surrounded by a small number of macrophages and very few neutrophils (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3C&#x2013;F</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Representative images of breast tumor tissues. Lipid-rich carcinoma was observed in both the breast cancer-bearing mice [BC; <bold>(A)</bold>] and endotoxin tolerant breast cancer-bearing mice [ETBC; <bold>(B)</bold>]. Necrotic areas were identified in both BC <bold>(C, D)</bold> and ETBC <bold>(E, F)</bold> animals. Necrotic tissue images were captured at 4&#xd7; and 10&#xd7; magnification, respectively, for both groups. Histological analysis was performed on six mice per group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g003.tif">
<alt-text content-type="machine-generated">Histological illustration showing six panels labeled a to f, with a and b depicting lipid rich carcinoma under low magnification, and c to f demonstrating areas of necrosis, highlighted with blue arrows and circles for emphasis.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Endotoxin tolerance influences the survival and tumor growth of the mice</title>
<p>Having established a stable model of ET manifested by the absence of fever, we studied its role in modulating tumor progression and overall survival outcomes in an experimental model of breast cancer. We observed a difference in the survival capacity of ETBC mice compared to that of BC group animals (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4A</bold></xref>). Although the difference was not statistically significant (p = 0.0710), mice with ETBC reached an advanced stage of the experiment more rapidly. Notably, after reaching the advanced stage of cancer, their condition deteriorated at a faster rate than that in BC mice (data not shown). None of these mice allowed for the continuation of observation beyond 40 days from the induction of breast cancer. In contrast, BC mice exhibited slower disease progression, and their condition allowed observation for up to 45 days (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4A</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Kaplan&#x2013;Meier mice survival curve <bold>(A)</bold> and tumor volume <bold>(B)</bold> in cancer-bearing mice (BC) and mice with endotoxin tolerance and cancer (ETBC). The experiments were performed on 6 individuals in each group (n=6). The survival analysis was performed using the log-rank (Mantel-Cox) test and the Gehan-Breslow-Wilcoxon test, while the comparison of the tumor volume was performed using nonlinear regression with an exponential growth model. The non-linear regression curves revealed a significant difference between groups (p &lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g004.tif">
<alt-text content-type="machine-generated">Panel a presents a Kaplan-Meier survival curve comparing fraction survival over forty-five days between BC and ETBC groups, each with six subjects; ETBC shows decreased survival. Panel b shows a line graph of tumor growth rate, indicating higher tumor volume over twenty-five days in ETBC compared to BC, with a statistically significant difference (p less than 0.001).</alt-text>
</graphic></fig>
<p>Mice in the ETBC group exhibited a more rapid increase in tumor volume, indicating that ET may enhance tumor progression. This accelerated tumor growth was accompanied by an earlier onset of advanced disease stages, which required humane termination of the experiment. In contrast, tumor progression in the BC group was slower, with some mice maintaining stable conditions for a longer duration. The following data were derived from three time points recorded during our observational study, with the final measurement being day 28. The tumor volume of the BC group on day 22 was observed to be 18.4 &#xb1; 1.8 mm<sup>3</sup> and it reached 33 &#xb1; 2.8 mm&#xb3; by day 28. On the other hand, the mean tumor size in the ETBC group was 40.1 &#xb1; 7.5 mm&#xb3; on day 22, which then reached 67.4 &#xb1; 21.4 mm&#xb3; by day 28. The comparison of nonlinear regression curves revealed a significant difference between the groups (p &lt; 0.001) (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4B</bold></xref>). These findings suggest that ET can exacerbate tumor growth dynamics, potentially through alterations in the immune response.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Impaired leukocyte recruitment in endotoxin tolerant mice with cancer</title>
<p>To better understand how ET influences immune system function, white blood cell (WBC) analysis was conducted in four groups of mice. We observed that the general leukocyte counts in NT and ET mice were almost similar (p &gt; 0.99), whereas a significant increase was observed in the BC and ETBC groups (p &lt; 0.001) (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>). A detailed analysis of individual leukocyte populations revealed that this increase was observed across all measured leukocyte populations, including lymphocytes, monocytes, and granulocytes (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5B&#x2013;D</bold></xref>, respectively). Interestingly, leukocyte counts in cancer-bearing mice were significantly lower in ETBC animals than in BC mice (p &lt; 0.001).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Effect of endotoxin tolerance (ET) and breast cancer on the total count of white blood cells <bold>(A)</bold>, lymphocytes <bold>(B)</bold>, monocytes <bold>(C)</bold> and granulocytes <bold>(D)</bold>. Figure represents the mean &#xb1; SEM of the leukocytes, measured in mice. The one-way analysis of variance (ANOVA), followed by the Sidak test was used for this analysis. The asterisks (*) indicate the significant difference between the groups indicated (***p&#x2009;&lt;&#x2009;0.001, **p &lt; 0.01, *p&#x2009;&lt;&#x2009;0.05). Control animals (NT; n=5), endotoxin tolerant mice (ET; n=5), cancer-bearing mice (BC; n=6) and cancer-bearing mice with ET (ETBC; n=6).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g005.tif">
<alt-text content-type="machine-generated">Four bar graphs compare cell counts across NT, ET, BC, and ETBC groups: a. White blood cells; b. Lymphocytes; c. Monocytes; d. Granulocytes. Significant differences are marked by asterisks.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Tumor-induced splenomegaly is not observed in endotoxin tolerant mice</title>
<p>The spleen is a major reservoir of immune cells and plays a crucial role in the regulation of immune response. We observed distinct differences in spleen size between groups, which further underscored the impact of ET on immune function. Spleen samples collected from BC mice were noticeably larger in size, indicating splenomegaly. Notably, spleens from ETBC animals weighed significantly less than those from the BC group (p &lt; 0.01). Additionally, spleen weight in BC mice was significantly higher than that in the NT and ET groups (p &lt; 0.01) (<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>Effect of endotoxin tolerance (ET) and breast cancer on the spleen weight. Figure represents the mean &#xb1; SEM of the spleen weight in each group. The asterisks indicate the significant difference between the groups indicated (**p&#x2009;&lt;&#x2009;0.01). The one-way analysis of variance (ANOVA), followed by the Sidak test was used for this analysis. Control animals (NT; n=5), endotoxin tolerant mice (ET; n=5), cancer-bearing mice (BC; n=6) and cancer-bearing mice with ET (ETBC; n=6).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g006.tif">
<alt-text content-type="machine-generated">Bar graph showing spleen weight in grams on the y-axis for four groups labeled NT, ET, BC, and ETBC on the x-axis. BC displays the highest spleen weight at approximately 0.35 grams, which is significantly higher than NT, ET, and ETBC, denoted by double asterisks above the bars. Error bars are present for each group.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Endotoxin tolerance and breast cancer modulate immune-related genes in spleen</title>
<p>The blood morphology results showed some abnormalities i.e., the elevated leukocyte count in both BC and ETBC groups (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>); therefore, gene expression analysis of immune-related genes in the spleens was carried out. We examined the expression of proinflammatory genes, including IL-6 (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7A</bold></xref>), IL-1&#x3b2; (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7B</bold></xref>), COX-2 (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7C</bold></xref>), VEGF (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7D</bold></xref>), IFN-&#x3b3; (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7E</bold></xref>), and NOS2 (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7F</bold></xref>). Additionally, we investigated the expression of genes associated with immune regulation or inflammation: IL-10 (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7G</bold></xref>), STAT6 (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7H</bold></xref>), and CSF-1 (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7I</bold></xref>). The results showed a significant decrease in the expression of IL-6 and IFN-&#x3b3; in mice with ETBC compared primarily to that in BC animals (p &lt; 0.001 and p &lt; 0.01, respectively). However, compared to the ET group, the expression of IL-6 and IFN-&#x3b3; in the ETBC group remained significantly increased (p &lt; 0.001).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Expression of immune-related genes: IL-6 <bold>(A)</bold>, IL-1&#x3b2; <bold>(B)</bold>, COX-2 <bold>(C)</bold>, VEGF <bold>(D)</bold>, IFN-&#x3b3; <bold>(E)</bold>, NOS2 <bold>(F)</bold>, IL-10 <bold>(G)</bold>, STAT6 <bold>(H)</bold>, and CSF-1 <bold>(I)</bold> in spleen from the following groups of animals: control mice (NT; n=10), endotoxin tolerant mice (ET; n=10), cancer-bearing mice (BC; n=14) and cancer-bearing mice with ET (ETBC; n=14). The asterisks indicate the significant difference between the groups indicated (*p &lt; 0.05, **p&#x2009;&lt;&#x2009;0.01 and ***p &lt; 0.001). Relative gene expression levels were calculated using the 2<sup>&#x2212;&#x394;&#x394;Ct</sup> method. Statistical analysis was performed using one-way analysis of variance (ANOVA), followed by Sidak&#x2019;s multiple comparisons test.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g007.tif">
<alt-text content-type="machine-generated">Nine-panel figure of bar charts labeled a through i, each showing relative gene expression levels for IL-6, IL-1β, COX2, VEGF, IFNγ, NOS2, IL-10, STAT6, and CSF-1 across four groups: NT, ET, BC, and ETBC. Statistically significant differences between groups are indicated with asterisks above the bars, with most genes showing higher expression in BC and ETBC groups compared to NT and ET. Error bars represent standard error of the mean.</alt-text>
</graphic></fig>
<p>Moreover, an increase in the expression of NOS2 (p &lt; 0.001), IL-1&#x3b2; (p &lt; 0.001), STAT6 (p &lt; 0.001), CSF1 (p &lt; 0.001), and COX-2 (p &lt; 0.001) was observed in the ETBC group, notably when compared to the BC group. The expression of NOS2, IL-1&#x3b2;, and COX-2 also remained significantly higher in the ETBC group than in the NT (p &lt; 0.001) and ET groups (p &lt; 0.05, p &lt; 0.001, and p &lt; 0.01, respectively). Additionally, IL-10 expression, though insignificant, has been observed to be higher in ETBC group when compared to NT group (p &gt; 0.6) and significantly higher when compared to ET group (p &lt; 0.01). Similarly, STAT6 and CSF-1 expression levels were significantly higher in the ETBC group than in the NT group (p &lt; 0.001) (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>).</p>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Endotoxin tolerance modulates immune-related genes in tumor tissues</title>
<p>Finally, we wanted to determine whether ET affected the expression of immune-related genes within the tumor itself. We analyzed the expression of IL-10, NOS2, IL-1&#x3b2;, VEGF, COX-2, CSF-1, CD206, and STAT6 (<xref ref-type="fig" rid="f8"><bold>Figures&#xa0;8A&#x2013;H</bold></xref>, respectively) in tumor tissues from BC and ETBC mice. We observed a significant increase in the expression of IL-10, NOS2, IL-1&#x3b2;, VEGF, and COX-2 in ETBC mice when compared to BC mice (p &lt; 0.01, p &lt; 0.001). Although not statistically significant, the expression of CSF-1, CD206, and STAT6 was higher in the ETBC group than in the BC group (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Expression of immune-related genes: IL-10 <bold>(A)</bold>, NOS2 <bold>(B)</bold>, IL-1&#x3b2; <bold>(C)</bold>, VEGF <bold>(D)</bold>, COX-2 <bold>(E)</bold>, CSF-1 <bold>(F)</bold>, CD206 <bold>(G)</bold> and STAT6 <bold>(H)</bold> in tumor tissues from the following groups of animals: cancer-bearing mice (BC; n=14) and cancer-bearing mice with ET (ETBC; n=14). Relative gene expression levels were calculated using the 2<sup>&#x2212;&#x394;&#x394;Ct</sup> method, and differences between the two groups were evaluated using an unpaired t-test. The asterisks indicate the significant difference between the groups indicated (**p&#x2009;&lt;&#x2009;0.01, ***p &lt; 0.001; ns &#x2013; not significant).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1660646-g008.tif">
<alt-text content-type="machine-generated">Panel of eight bar graphs comparing relative gene expression between BC and ETBC groups for IL-10, NOS2, IL-1β, VEGF, COX2, CSF-1, CD206, and STAT6. Significant increases in IL-10, NOS2, IL-1β, VEGF, and COX2 are indicated for EtBC, while CSF-1, CD206, and STAT6 show no significant differences. Error bars are present for each bar.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Endotoxin tolerance (ET) is a phenomenon in which the immune system becomes less responsive to endotoxins after repeated exposures, leading to alterations in immune function. Using a mouse model of ET, we confirmed the absence of fever following administration of a pyrogenic dose of endotoxin. This is a hallmark feature of ET, indicating immune system reprogramming (<xref ref-type="bibr" rid="B19">19</xref>). The inability to generate fever is particularly noteworthy as it may indicate underlying immune alterations. These changes could have significant implications for infection management and, less commonly, cancer development. Little attention has been paid to atypical infection courses in oncology patients, which are often marked by rare or absent febrile episodes. In this study, we tested the hypothesis that endotoxin tolerance may create an immunosuppressive environment that promotes breast cancer progression. For our study, we used a model in which tumor cells are introduced during the early phase of ET, as this setup reflects a clinically relevant scenario in which chronic or recurrent endotoxin exposure (e.g., during persistent inflammation or dysbiosis) may coincide with early tumor development. Although the anti-tumor effects of bacterial components have been reported in several studies (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>), we did not observe tumor remission in our model, likely due to the presence of established endotoxin tolerance, which attenuates the host&#x2019;s responsiveness to bacterial stimuli.</p>
<p>As expected, our endotoxin tolerant mice did not develop a fever in response to a pyrogenic dose of LPS. Moreover, reduced locomotor activity was observed after each LPS injection even after ET development. These findings indicate that ET selectively dampens the febrile response, whereas sickness behavior, such as reduced locomotor activity, persists. This suggests that distinct mechanisms may underlie different components of the systemic response to LPS.</p>
<p>In the context of cancer, we observed that ETBC mice showed more rapid tumor progression and earlier disease onset than the BC group. The condition of these mice deteriorated at a faster rate after reaching advanced stages of cancer, suggesting that ET creates an environment that exacerbates tumor growth. This finding supports previous studies that indicated that immune reprogramming as a result of ET might undermine the immune system&#x2019;s capacity to fight cancer, thereby promoting tumor growth (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>In our study, we analyzed blood morphology to provide a direct measure of the changes in immune cell populations and overall immune function. By analyzing parameters such as leukocyte count and distribution of different immune cell types, we were able to identify potential alterations in immune responses caused by ET. We found a significant difference in leukocyte counts between the ETBC and BC mice. In the BC group, there was a notable increase in leukocyte populations, including lymphocytes, monocytes, and granulocytes, which are typically recruited as part of the immune response to tumor growth. The increase in leukocytes in these mice is consistent with tumor-associated inflammation, which recruits immune cells to fight the tumor (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>). By contrast, ET suppressed leukocyte recruitment in the ETBC group. Specifically, the leukocyte count was significantly lower in ETBC mice than in BC mice, suggesting that ET may impair immune cell mobilization, resulting in an ineffective immune response to cancer (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Additionally, we investigated the role of the spleen, a key organ in immune cell storage and activation. The spleen plays a critical role in regulating immune responses, particularly during inflammation and infection (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). We observed that in BC mice, spleen weight was significantly increased, reflecting enhanced immune cell recruitment as part of the inflammatory response to tumor growth. However, in the ETBC group, spleen weight was significantly reduced despite the presence of cancer. This suggests that ET might impair immune cell mobilization or alter the immune function of the spleen, which could suppress the overall immune response to the tumor and contribute to more rapid tumor progression. The reduced spleen size and lower leukocyte count in ETBC mice further supports the notion that ET hampers immune system effectiveness in combating cancer (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>To evaluate changes in gene expression related to cancer and inflammatory response, we analyzed RNA isolated from the spleen. Our findings revealed a significant reduction in the expression of IL-6 and IFN-&#x3b3; in the ETBC group compared to the BC group, suggesting that ET suppresses pro-inflammatory cytokines that typically contribute to immune activation. However, these levels remained significantly higher in the ETBC group than in the ET group, indicating that cancer may still modulate the immune response, even in the presence of ET (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Interestingly, the ETBC group exhibited elevated expression of NOS2, IL-1&#x3b2;, and COX-2, which are associated with inflammation and immune regulation. These cytokines are involved in both promoting and resolving inflammation, suggesting that ET may lead to an altered immune environment, potentially contributing to immune evasion of the tumor (<xref ref-type="bibr" rid="B43">43</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>). This complex immune modulation highlights the interaction between ET and cancer, where ET does not entirely suppress the inflammatory response, but may instead redirect it in a way that enhances tumor progression.</p>
<p>Analysis of immune-related gene expression in tumor tissues also revealed that ET influences the tumor microenvironment by increasing the expression of IL-10, NOS2, IL-1&#x3b2;, VEGF, and COX-2 in the ETBC group compared with that in the BC group. These genes play a crucial role in tumor progression, inflammation, and immune regulation, and their elevated expression in ETBC mice suggests that ET may enhance certain inflammatory pathways within the tumor (<xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>). The expression of CSF-1, CD206, and STAT6 remained higher in the ETBC group, although these differences were not statistically significant, indicating a potential trend toward immune regulation, which requires further investigation (<xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>). Overall, the increased expression of IL-1&#x3b2;, NOS2, COX-2, and VEGF in ETBC tissues likely reflects persistent reprogramming of the inflammatory response and the tumor microenvironment toward a pro-tumorigenic state. At the same time, reduced peripheral leukocyte counts and decreased spleen size indicate suppression of systemic immunity. Together, these findings suggest that prior ET promotes later local pro-inflammatory and pro-angiogenic signaling within the tumor while simultaneously impairing immune surveillance, thereby facilitating tumor growth and progression.</p>
<p>While our study highlights ET-mediated immunosuppression as a major contributor to accelerated tumor growth in ETBC mice, we acknowledge that other mechanisms may also play a role. To address this, future studies are needed employing adoptive transfer of immune cells, selective macrophage depletion, and TLR4 antagonism to dissect the specific contributions of ET versus alternative pathways. Such mechanistic investigations will clarify whether the tumor-promoting effects observed are solely dependent on ET-induced macrophage reprogramming or involve additional immune and tumor-intrinsic factors.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In summary, our study demonstrated that ET, characterized by the absence of fever, may lead to immune dysregulation, impairing the body&#x2019;s ability to mount an effective defense against tumors. This immune reprogramming may contribute to enhanced tumor progression, as evidenced by more rapid growth and earlier disease onset in endotoxin-tolerant mice. Furthermore, ET alters immune responses at both systemic and local levels, influencing leukocyte counts, spleen size, and gene expression profiles related to inflammation and immune regulation. These findings highlight the complex interactions between ET and cancer, suggesting that ET may create an immune environment that favors tumor growth.</p>
<p>Moreover, our results suggest a possible explanation for why oncology patients often have fever-free medical histories (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B52">52</xref>). The absence of fever may reflect an underlying state of ET, leading to immune suppression and facilitation of tumor progression. Conversely, the occurrence of fever during cancer, which indicates overcoming tolerance, could play a crucial role in triggering immune activation and potentially driving tumor regression.</p>
</sec>
</body>
<back>
<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/supplementary material. Further inquiries can be directed to the corresponding authors.</p></sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Local Bioethical Committee for Animal Care in Bydgoszcz, Poland. The study was conducted in accordance with the local legislation and institutional requirements.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>KR: Methodology, Validation, Formal analysis, Investigation, Data curation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Visualization. BM: Data curation, Validation, Investigation, Writing &#x2013; review &amp; editing, Formal analysis, Visualization. TJ: Visualization, Writing &#x2013; review &amp; editing, Methodology, Validation. PS: Writing &#x2013; review &amp; editing, Visualization. JS: Visualization, Writing &#x2013; review &amp; editing. MD: Investigation, Writing &#x2013; review &amp; editing, Visualization, Data curation. BP: Investigation, Visualization, Writing &#x2013; review &amp; editing, Formal analysis, Data curation. SW: Validation, Project administration, Supervision, Methodology, Conceptualization, Writing &#x2013; review &amp; editing, Funding acquisition, Resources.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>I would like to express my gratitude to Dr. Paulina Trzeciak for her help with tissue processing for immunohistochemical analysis.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s12" 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>
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