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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Allergy</journal-id><journal-title-group>
<journal-title>Frontiers in Allergy</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Allergy</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2673-6101</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/falgy.2026.1771120</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>Histopathological alterations in airways associated with physiological changes in airway allergy phenotypes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Alvarez-Gonz&#x00E1;lez</surname><given-names>Marisol</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/813471/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Flores-Flores</surname><given-names>Ang&#x00E9;lica</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3190053/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
<contrib contrib-type="author"><name><surname>Pacheco-Alba</surname><given-names>Ivonne</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3327548/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Baz&#x00E1;n-Perkins</surname><given-names>Blanca</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/813394/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role></contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Laboratorio de Inmunofarmacolog&#x00ED;a, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas</institution>, <city>Mexico City</city>, <country country="mx">Mexico</country></aff>
<aff id="aff2"><label>2</label><institution>Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud</institution>, <city>Mexico City</city>, <country country="mx">Mexico</country></aff>
<author-notes>
<corresp id="cor1">&#x00A0;<label>&#x002A;</label>CORRESPONDENCE Blanca Baz&#x00E1;n-Perkins <email xlink:href="mailto:perkins@unam.mx">perkins@unam.mx</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-26"><day>26</day><month>02</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2026</year></pub-date>
<volume>7</volume><elocation-id>1771120</elocation-id>
<history>
<date date-type="received"><day>19</day><month>12</month><year>2025</year></date>
<date date-type="rev-recd"><day>28</day><month>01</month><year>2026</year></date>
<date date-type="accepted"><day>30</day><month>01</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Alvarez-Gonz&#x00E1;lez, Flores-Flores, Pacheco-Alba and Baz&#x00E1;n-Perkins.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Alvarez-Gonz&#x00E1;lez, Flores-Flores, Pacheco-Alba and Baz&#x00E1;n-Perkins</copyright-holder><license><ali:license_ref start_date="2026-02-26">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><sec><title>Introduction</title>
<p>Ovalbumin sensitization in guinea pigs induces diverse allergic responses. The asthma model exhibits airway obstruction, hyperresponsiveness, fibrosis, and reduced airway caliber, associated with elevated &#x03B2;1 integrin subunit expression. In contrast, the non-responder (NR) phenotype shows no obstruction or hyperresponsiveness under chronic antigen exposure. It is likely that NR guinea pigs lack increased &#x03B2;1 integrin subunit expression due to the absence of a typical asthma response. This study aimed to compare the histopathological and pathophysiological characteristics between the asthma model and NR phenotype in ovalbumin-sensitized guinea pigs to understand the differences in airway &#x03B2;1 integrin subunit expression.</p>
</sec><sec><title>Methods</title>
<p>Guinea pigs were sensitized and challenged with ovalbumin nine times at 10-day intervals. The animals were then categorized into either the asthma model or the NR group. After the ninth antigen challenge, baseline obstruction, antigen-induced airway hyperresponsiveness, and immunohistopathological changes were evaluated.</p>
</sec><sec><title>Results</title>
<p>Airway hyperresponsiveness to histamine was only observed in the asthma model. Both asthma and NR groups had increased basal obstruction and accumulation of the integrin &#x03B2;1 subunit in the subepithelial region compared to controls, with a greater increase in NR. Integrin &#x03B2;1 subunit expression in airway smooth muscle was higher in the asthma model than in NR. The subepithelial area was enlarged in both asthma and NR groups compared to controls. Basal caliber reduction was correlated with fibrosis and integrin &#x03B2;1 subunit in the subepithelial region.</p>
</sec><sec><title>Discussion</title>
<p>Fibrosis and deposition of the &#x03B2;1 integrin subunit in the subepithelial region are associated with baseline obstruction but not with the magnitude of airway obstruction or hyperresponsiveness. In the asthma model, the airway smooth muscle phenotype, characterized by high &#x03B2;1 integrin subunit, could influence contraction and hyperreactivity.</p>
</sec>
</abstract>
<kwd-group>
<kwd>airway hyperresponsiveness</kwd>
<kwd>allergy</kwd>
<kwd>asthma model</kwd>
<kwd>guinea pig</kwd>
<kwd>integrin &#x03B2;1 subunit</kwd>
<kwd>non-responders</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="4"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="33"/><page-count count="8"/><word-count count="0"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Mechanisms in Allergy</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>The baseline caliber of the airway is essential for maintaining pulmonary ventilation. It has been observed that the airways expand through smooth muscle relaxation during inhalation and contract during exhalation (<xref ref-type="bibr" rid="B1">1</xref>). This dynamic adjustment suggests that airway diameter is regulated by the spontaneous contraction&#x2013;relaxation cycle, or tone changes, of the airway smooth muscle. However, the caliber shows significant changes during the development of airway diseases, where airway tone homeostasis is lost, increasing resistance to airflow and air trapping (<xref ref-type="bibr" rid="B2">2</xref>). This increase is associated with airway contractile capacity and airway hyperresponsiveness through the tonic activation of airway smooth muscle (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Alterations in airway basal tone can also be attributed to airway wall enlargement due to structural modifications (<xref ref-type="bibr" rid="B6">6</xref>). Subepithelial fibrosis, which leads to extracellular matrix expansion, is frequently observed even in cases of childhood asthma and has been associated with disease severity (<xref ref-type="bibr" rid="B7">7</xref>). One proposed functional outcome of the thickening in the subepithelial region is the enhancement of airway smooth muscle contraction by reducing airway distensibility and facilitating smooth muscle adaptation to shorter lengths (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Various phenotypes of allergic response to ovalbumin (OVA) can naturally occur in guinea pigs. These include all characteristics of the asthma model, such as airway obstruction and hyperresponsiveness following antigenic challenge. Others also fit the asthma model but with variable responses, sometimes showing obstruction after the challenge but not hyperreactivity. Another phenotype includes those that never obstruct after the challenge and do not show hyperreactivity in chronic models, known as non-responders (NR). This NR phenotype occurs naturally in approximately 20&#x0025; of guinea pigs that are sensitized and challenged. NR guinea pigs, like the asthma models, are characterized by serum levels of anti-OVA IgE and IgG1, but are differentiated by high levels of IFN-&#x03B3; and high expression of &#x03B2;2 laminin in smooth muscle (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>A key characteristic of chronic asthma in humans and the guinea pig asthma model is the increase in baseline airway obstruction and subepithelial fibrosis (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). In the guinea pig asthma model, there is an observed increase in the expression of the &#x03B2;1 integrin subunit in airway smooth muscle, which is associated with the magnitude of antigen-induced obstruction, airway hyperreactivity, and baseline obstruction (<xref ref-type="bibr" rid="B15">15</xref>). This is likely due to the fact that cytokines characteristic of allergic asthma, such as IL-13, can induce the activation of the &#x03B2;1 integrin subunit. Moreover, the blockade of integrin &#x03B2;1, such as &#x03B1;2&#x03B2;1, inhibits pathological force generation by airway smooth muscle by preventing adhesion to extracellular matrix proteins (<xref ref-type="bibr" rid="B16">16</xref>). In addition, another study confirmed the effect of IL-13 in increasing the activation of the &#x03B2;1 integrin subunit and observed that IL-17 also has a similar effect on &#x03B2;1 integrin activation, contributing to muscle hypercontractility (<xref ref-type="bibr" rid="B17">17</xref>). Given that NR guinea pigs do not exhibit the pathophysiological characteristics of the asthma model, it is likely that they do not present increased levels of &#x03B2;1 integrin subunit expression due to the absence of typical asthma features. To evaluate this hypothesis, in the present study, we compared the levels of &#x03B2;1 integrin subunit expression in the asthma model and the NR guinea pig phenotypes, examining their association with hyperreactivity, obstruction, airway tone, and the degree of subepithelial fibrosis between both models. </p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Materials and methods</title>
<sec id="s2a"><label>2.1</label><title>Animals</title>
<p>In general, both female and male guinea pigs can be used in allergic asthma models. However, during the development of our experimental model in both sexes, we observed considerable variability in the responses to the antigen. In females, young individuals (&#x2248;450&#x2005;g) did not develop airway hyperresponsiveness, whereas adult females (&#x003E;550&#x2005;g) consistently did (unpublished data). This finding is consistent with previous reports by Regal et al. (<xref ref-type="bibr" rid="B18">18</xref>). To avoid this age-related variability in airway hyperresponsiveness, and considering that the model requires the use of young guinea pigs, only male guinea pigs were included in the present study. We utilized male outbred guinea pigs, each weighing 400 g, sourced from Harlan Mexico City, Mexico (strain HsdPoc:DH). The guinea pigs were housed in our institutional laboratory, which provided filtered air conditioning at 21&#x00B0;C&#x2009;&#x00B1;&#x2009;1&#x00B0;C with a humidity level of 50&#x0025;&#x2013;70&#x0025;. They were exposed to a 12/12-h light/dark cycle and fed sterilized pellets (2040 Harlan Teklad Guinea Pig Diet, WI, USA) with unlimited access to water. All handling followed protocols approved by the Scientific and Bioethics Committee of the Instituto Nacional de Enfermedades Respiratorias (IRB organization information: IORG0003948).</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Antigen challenges to identify asthma model and NR guinea pigs</title>
<p>Antigen challenges were used to identify asthma model and NR guinea pigs. The sensitization process involved intraperitoneal (0.5&#x2005;mg/mL) and subdermal (0.5&#x2005;mg/mL) administration of a combination of OVA (chicken egg albumin grade II; 60&#x2005;&#x03BC;g/mL, Sigma, St. Louis, MO, USA) and 1&#x2005;mg/mL aluminum hydroxide (J.T. Baker, Phillipsburg, NJ, USA) in physiological saline solution. Eight days later, sensitization was enhanced with a 5-min OVA aerosol exposure (3&#x2005;mg/mL). Starting from day 15, the guinea pigs were challenged with OVA aerosol every 10 days: 1&#x2005;mg/mL for the first challenge and 0.5&#x2005;mg/mL for subsequent challenges. The control guinea pigs underwent nine challenges with saline solution. Aerosols were produced using a US-1 Bennett nebulizer, generating particles of various sizes: &#x003C;4&#x2005;&#x00B5;m (44&#x0025;), 4&#x2013;10&#x2005;&#x00B5;m (38&#x0025;), and &#x003E;10&#x2005;&#x00B5;m (18&#x0025;). Inhalation challenges were conducted in a whole-body plethysmograph to evaluate pulmonary function (<xref ref-type="bibr" rid="B19">19</xref>). The Buxco Bio System XA software calculated respiratory parameters, recording the bronchoobstructive index (Bi) both basally and during OVA challenges (<xref ref-type="bibr" rid="B20">20</xref>). Obstructive response magnitudes classified guinea pigs into the asthma model (<italic>n</italic>&#x2009;&#x003D;&#x2009;6), which consistently showed obstruction, and &#x201C;non-responders&#x201D; (NR, <italic>n</italic>&#x2009;&#x003D;&#x2009;6), which showed no obstruction. Control animals (<italic>n</italic>&#x2009;&#x003D;&#x2009;6) underwent sham challenges with saline solution.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Antigen-induced airway hyperresponsiveness</title>
<p>Airway responsiveness was assessed after the twelfth OVA challenge by comparing histamine (Sigma, St. Louis, MO, USA) dose&#x2013;response curves before and after OVA administration at the study&#x0027;s conclusion. Non-cumulative doses of histamine (0.001&#x2013;0.32&#x2005;mg/mL) were administered after acquiring a baseline Bi. Each dose was delivered over 1 min, and the average Bi value for the following 5 min was recorded. Doses were separated by 10-min intervals. Dose&#x2013;response curves were halted when Bi reached three times the baseline level. After Bi returned to near-baseline levels (&#x003C;50&#x0025; increment) (<xref ref-type="bibr" rid="B21">21</xref>), an OVA challenge was administered, and the second curve was performed 3 h later.</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Structural changes induced by antigenic challenges</title>
<p>One hour after completing the second histamine curve, the guinea pigs were euthanized with an intraperitoneal injection of pentobarbital sodium (65&#x2005;mg/kg; Pfizer, Mexico). The left caudal lung lobe was dissected and fixed via manual perfusion with 10&#x0025; neutral buffered formaldehyde solution through the intra-arterial route until fully exsanguinated. Lung fragments were embedded in paraffin, sectioned at 4&#x2005;&#x00B5;m thickness, stained with Masson trichrome, and analyzed using automated morphometry to measure the surface areas of the subepithelial (lamina propria) and smooth muscle regions. Measurements were taken from six randomly selected bronchioles per animal, adjusted by the corresponding basement membrane length, and averaged to obtain final results. Differentiation between bronchi and bronchioles was based on the presence or absence of cartilage in the airway wall.</p>
</sec>
<sec id="s2e"><label>2.5</label><title>&#x03B2;1-integrin expression induced by antigenic challenges</title>
<p>The paraffin-embedded lung tissues, originally used for morphometry, were also utilized in immunohistochemistry. Sections, 3&#x2005;&#x00B5;m thick, underwent deparaffinization at 55&#x00B0;C for 30&#x2005;min and were subsequently rehydrated through a series of graded alcohols and distilled water. Antigen retrieval was achieved using a 10&#x2005;mm citrate buffer (pH 6). To inhibit endogenous peroxidase, samples were treated with 3&#x0025; hydrogen peroxide. Blocking of non-specific binding sites was done with 2&#x0025; horse serum. Sections were incubated overnight at 4&#x00B0;C with a primary antibody against &#x03B2;1-integrin (1:75 dilution, clone P4G11 mouse monoclonal IgG1; Chemicon Int., Temecula, CA, USA). Specific binding was detected using the R.T.U. Vectastain Universal Quick Kit (Vector Laboratories, Inc., Burlingame, CA, USA), following the sequential incubation steps of blocking serum, secondary antibody, and streptavidin/peroxidase complex. The chromogen used was 3-amino-9-ethylcarbazole (BioGenex, Fremont, CA, USA), and the sections were counterstained with Mayer&#x0027;s hematoxylin. Throughout the procedure, rinsing with 0.1&#x0025; phosphate-buffered saline and Tween 20 was performed. For controls against non-specific binding, sections without primary antibodies showed no positive staining, and rabbit IgG (Southernbiotech, Birmingham, AL, USA) isotype controls were also negative. &#x03B2;1-integrin immunostaining areas were quantified using an automated image analyzer (Qwin, Leica Microsystems, Wetzlar, Germany) by evaluating positive and negative areas across five random subepithelial and smooth muscle fields at 200&#x00D7; magnification.</p>
</sec>
<sec id="s2f"><label>2.6</label><title>Statistical analysis</title>
<p>Airway responsiveness to histamine was evaluated using the provocative dose 200&#x0025; (PD<sub>200</sub>)&#x2014;defined as the interpolated dose causing a 3-fold increase in basal Bi. For multiple comparisons, two-way ANOVA followed by Tukey&#x0027;s test was applied. Associations were assessed through Spearman correlation coefficients, with statistical significance determined according to the Bonferroni correction.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<sec id="s3a"><label>3.1</label><title>Selection of asthma model and NR guinea pigs</title>
<p>Guinea pigs can naturally exhibit or fail to exhibit a bronchoobstructive response to antigen challenges. To distinguish asthma model and NR phenotypes, we evaluated the maximum Bi values reached after nine antigen challenges in OVA-sensitized guinea pigs. We selected six guinea pigs for the asthma model group that consistently showed a transient obstructive response to each antigenic challenge, with Bi values consistently &#x2265;200&#x0025; of the basal Bi. We then selected six guinea pigs that showed no response at all for the NR group. The average maximum Bi response in the asthma model group was significantly higher than in both the control and NR groups (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 each; <xref ref-type="fig" rid="F1">Figure&#x00A0;1B</xref>). The control group, which was challenged with saline, exhibited Bi values similar to those of the NR group.</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>Changes in basal bronchoconstriction index (&#x0394; Bi basal) in asthma model (responder, R) and non-responder (NR) phenotypes to antigenic challenge. <bold>(A)</bold> Experimental design. The empty symbols represent guinea pigs that were challenged and sensitized with physiological saline solution, while the filled symbols represent those that received the antigen. <bold>(B)</bold> During each challenge, the Bi was assessed and the average of all the maximum Bi reached in each guinea pig is shown for the group where Bi always increased after the antigenic challenge (R group), those that never increased Bi after the challenge (NR group), and the controls <bold>(C)</bold> challenged with saline. <bold>(C)</bold> Antigen-induced airway responsiveness to histamine in guinea pigs in the last (ninth) challenge with the antigen. Airway responsiveness to histamine was evaluated by the provocative dose 200&#x0025; (PD<sub>200</sub>), i.e., the interpolated histamine dose that caused a 3-fold increase in the basal Bi before and after the antigenic challenge. <bold>(D)</bold> &#x0394; Bi basal in the first challenge compared to the basal Bi value in the last antigenic challenge in the R and NR guinea pigs or with saline in the controls. &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, and &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, comparison between groups, Tukey&#x0027;s <italic>post hoc</italic> test. Bars represent the means&#x2009;&#x00B1;&#x2009;SD of <italic>n</italic>&#x2009;&#x003D;&#x2009;6 animals of each group.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-07-1771120-g001.tif"><alt-text content-type="machine-generated">Figure with four panels. Panel A shows a timeline with days on the x-axis, indicating immunization and reinforcement, and marking nine challenge points. Panels B, C, and D are bar graphs comparing groups labeled C, R, and NR. Panel B, y-axis labeled &#x201C;Average of maximum Bi (&#x0025; baseline Bi),&#x201D; shows group R with a significantly higher bar than C and NR (noted with three asterisks). Panel C, y-axis labeled &#x201C;PD200 post/PD200 pre-challenge,&#x201D; shows NR highest, followed by C, then R, with significant differences marked with one and two asterisks. Panel D, y-axis labeled &#x201C;&#x0394; Bi basal,&#x201D; shows NR highest, followed by R, then C, with significant differences marked with asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3b"><label>3.2</label><title>Antigen-induced airway hyperresponsiveness</title>
<p>The PD<sub>200</sub> values to aerosolized histamine in both NR and control guinea pigs were not significantly different before and after the OVA challenge. However, guinea pigs in the asthma model group exhibited a significant decrease in histamine PD<sub>200</sub> after the OVA challenge compared to their basal PD<sub>200</sub> values. The ratio of PD<sub>200</sub> after the antigenic challenge to PD<sub>200</sub> before the challenge was significantly lower in the asthma model group compared to the control and NR groups (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.045 and <italic>p</italic>&#x2009;&#x003C;&#x2009;0.0052, respectively; <xref ref-type="fig" rid="F1">Figure&#x00A0;1C</xref>).</p>
</sec>
<sec id="s3c"><label>3.3</label><title>Antigen-induced changes in baseline Bi</title>
<p>Baseline Bi values remained similar in control animals throughout the study. In contrast, OVA-challenged guinea pigs showed a progressive increase in baseline Bi values. The change from the first to the last baseline Bi values is shown in <xref ref-type="fig" rid="F1">Figure&#x00A0;1D</xref> as the &#x0394; Bi basal. Compared to the &#x0394; Bi basal control group, the asthma model and NR values were significantly higher (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 each). The &#x0394; Bi basal in the NR group was higher than that observed in the asthma model group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0134).</p>
</sec>
<sec id="s3d"><label>3.4</label><title>Airway structural changes induced by antigen challenges</title>
<p>Masson trichrome staining revealed collagen deposits as continuous blue bands with a clear distinction of smooth muscle layers in bronchioles. Automated morphometric analysis demonstrated a statistically significant increase in the subepithelial region in bronchioles in both the asthma model and NR groups compared to controls (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 each). No changes were observed in the magnitude of smooth muscle layers among groups (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>).</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Distinctive histological areas of the airway subepithelial region and smooth muscle in asthma model (responder, R) and non-responder (NR) phenotypes to antigenic challenge. <bold>(A)</bold> Micrographs from the lungs of control (C), R, and NR guinea pigs show a representative bronchiole with subepithelial (arrows, blue stain) and smooth muscle (red stain) regions. The top images are magnified 10&#x00D7; with a scale bar representing 30&#x2005;&#x03BC;m; the bottom images are magnified 40&#x00D7; with a scale bar representing 15&#x2005;&#x03BC;m. <bold>(B)</bold> Graphs showing the areas of the subepithelial and smooth muscle regions of the bronchiole, adjusted by the basement membrane (BM) perimeter, measured using automated morphometry. Bars and vertical lines represent the mean&#x2009;&#x00B1;&#x2009;SD of <italic>n</italic>&#x2009;&#x003D;&#x2009;6 animals in each experimental group. &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; one-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> test.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-07-1771120-g002.tif"><alt-text content-type="machine-generated">Panel A shows histological images of airway sections stained for tissue morphology, arranged for control (C), responder (R), and non-responder (NR) groups, with arrows highlighting subepithelial regions. Panel B presents bar graphs quantifying subepithelial and smooth muscle areas per basement membrane perimeter, revealing significant differences in subepithelial area between groups, but not in smooth muscle area.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3e"><label>3.5</label><title>&#x03B2;1-integrin subunit expression changes induced by antigen</title>
<p>In the ninth OVA-challenged group, the &#x03B2;1-integrin subunit showed overexpression in the subepithelial region in bronchioles of both the asthma model and NR groups compared to controls (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). The expression of the &#x03B2;1-integrin subunit in the subepithelial region in the NR group was significantly higher than that in the asthma model group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0014). The expression levels of the &#x03B2;1-integrin subunit in bronchiole smooth muscle increased significantly in the asthma model group compared to the control and NR groups (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 and <italic>p</italic>&#x2009;&#x003C;&#x2009;0.0019, respectively), while the NR group showed higher &#x03B2;1-integrin subunit expression than controls(<italic>p</italic>&#x2009;&#x003C;&#x2009;0.002; <xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). A summary of the main findings in guinea pigs from the asthma model and the non-responder phenotype following antigenic challenge is presented in <xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>.</p>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>Determination of &#x03B2;1-integrin expression in airway subepithelial region and smooth muscle in asthma model (responder, R) and non-responder (NR) phenotypes to antigenic challenge in guinea pigs by immunohistochemistry. <bold>(A)</bold> Representative micrographs from control (C) and R and NR guinea pig showing the immunostaining to &#x03B2;1-integrin in subepithelial and muscle cells regions. The top images are magnified 10&#x00D7; with a scale bar representing 30 &#x03BC;m; the bottom images are magnified 40&#x00D7; with a scale bar representing 15 &#x03BC;m. <bold>(B)</bold> Graphs showing the area of &#x03B2;1-integrin subunit expression, using semiquantitative analysis of &#x03B2;1-integrin immunostaining using 3-amino-9-ethylcarbazole as chromogen. The positive staining area was quantified by automated morphometric analysis using an automated image analyzer (Qwin, Leica Microsystems, Wetzlar, Germany). Regions of interest were defined as the subepithelial region and airway smooth muscle bundles. For each animal, five non-overlapping fields per section were analyzed at 40&#x00D7; magnification. The area of positive staining was expressed as &#x03BC;m<sup>2</sup> (or percentage of total area) and averaged per animal. Bars and vertical lines represent the mean&#x2009;&#x00B1;&#x2009;SD of <italic>n</italic>&#x2009;&#x003D;&#x2009;6 animals in each experimental group. &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 and &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; one-way ANOVA with Tukey&#x2019;s <italic>post hoc</italic> test.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-07-1771120-g003.tif"><alt-text content-type="machine-generated">Panel A displays histological images of airway tissue stained for &#x03B2;1-integrin expression with C, R, and NR groups. Panel B contains two bar graphs showing significantly increased &#x03B2;1-integrin expression in R and NR groups compared to C in both subepithelial and smooth muscle regions, with statistical significance indicated.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float"><label>Figure&#x00A0;4</label>
<caption><p>Summary of the main findings in guinea pigs from the asthma model and the non-responder phenotype following antigenic challenge. SM, smooth muscle.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-07-1771120-g004.tif"><alt-text content-type="machine-generated">Schematic illustration shows a guinea pig receiving ovalbumin sensitization, followed by three experimental groups: control with saline challenge and baseline airway response; asthma model with antigen challenge showing increased airway responsiveness, baseline obstruction, subepithelial area, integrin &#x03B2;1 subunit deposits, and integrin &#x03B2;1 subunit in smooth muscle; and no responder group with antigen challenge displaying increased baseline obstruction and related airway changes.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3f"><label>3.6</label><title>Relationship between &#x0394; Bi basal and structural changes in bronchioles</title>
<p>The relationship between the &#x0394; Bi basal and structural changes in the bronchioles was investigated. The extent of the bronchiole subepithelial region correlated with the magnitude of &#x0394; Bi basal (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), but no relationship was observed between &#x0394; Bi basal and the mass of bronchiolar smooth muscle (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). The magnitude of &#x0394; Bi basal was associated with the presence of &#x03B2;1-integrin deposited in the subepithelial area (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). There was no relationship between the ratio of PD<sub>200</sub> after antigen challenge to PD<sub>200</sub> before the challenge and either the maximum Bi value reached after the last antigen challenge or basal Bi (<italic>r</italic>&#x2009;&#x003D;&#x2009;0.168, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.25 and <italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;0.22, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.14, respectively).</p>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Spearman correlation (<italic>r</italic><sub><italic>s</italic></sub>) between the changes in baseline bronchoobstructive index (&#x0394; Bi) and selected variables.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Parameter</th>
<th valign="top" align="center">Airway region/Compartment</th>
<th valign="top" align="center">&#x0394; Bi baseline</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Area (&#x00B5;m<sup>2</sup>)/basement membrane perimeter (&#x00B5;m)</td>
<td valign="top" align="left">Subepithelial region</td>
<td valign="top" align="center"><italic>r</italic><sub><italic>s</italic></sub>&#x2009;&#x003D;&#x2009;<bold>0.714</bold>, <italic>p</italic>&#x2009;&#x003D;&#x2009;<italic>0.0004</italic><xref ref-type="table-fn" rid="TF1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Smooth muscle</td>
<td valign="top" align="center"><italic>r</italic><sub><italic>s</italic></sub>&#x2009;&#x003D;&#x2009;<bold>0.066</bold>, <italic>p</italic>&#x2009;&#x003D;&#x2009;<italic>0.39</italic></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">&#x03B2;1-integrin expression</td>
<td valign="top" align="left">Subepithelial region</td>
<td valign="top" align="center"><italic>r</italic><sub><italic>s</italic></sub>&#x2009;&#x003D;&#x2009;<bold>0.833</bold>, <italic>p</italic>&#x2009;&#x003D;&#x2009;<italic>0.000009</italic><xref ref-type="table-fn" rid="TF1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Smooth muscle</td>
<td valign="top" align="center"><italic>r</italic><sub><italic>s</italic></sub>&#x2009;&#x003D;&#x2009;<bold>0.497</bold>, <italic>p</italic>&#x2009;&#x003D;&#x2009;<italic>0.017</italic></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><label>&#x002A;</label>
<p>Statistically significant values at the adjusted level using the Bonferroni correction (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0125).</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>The phenotypes of allergic responses in guinea pig models of asthma and chronic non-responsive (NR) airways are clearly distinct. The asthma model is characterized by antigen-induced airway obstruction and hyperreactivity, whereas the chronic NR model does not exhibit these responses.</p>
<p>In humans, increased baseline airway obstruction has been associated with airway wall thickening and asthma severity (<xref ref-type="bibr" rid="B22">22</xref>). Similarly, in guinea pigs, baseline obstruction has been linked to the degree of fibrosis, airway hyperreactivity, and antigen-induced airway obstruction in asthma models (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B23">23</xref>). In the present study, baseline obstruction was indeed associated with the extent of fibrosis; however, it was not related to airway hyperreactivity or to the magnitude of antigen-induced airway obstruction. These findings suggest that increased baseline obstruction does not directly influence the mechanisms responsible for acute airway narrowing.</p>
<p>Previous studies from our group have shown that fibrosis and baseline airway obstruction progress gradually with repeated antigenic challenges. In contrast, neither airway obstruction nor hyperreactivity increase or decrease with successive challenges in the asthma model; instead, both responses remain remarkably stable from the first to the 12th antigen exposure (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Notably, reversal of airway fibrosis in guinea pigs using polymerized type I collagen did not reduce baseline airway obstruction, although it significantly decreased airway hyperreactivity. This finding indicates that subepithelial fibrosis, which contributes to airway wall thickening in this species, is not a determining factor in the increase of baseline obstruction (<xref ref-type="bibr" rid="B24">24</xref>). Therefore, other mechanisms involving different structural components of the airway may be responsible for limiting airflow under basal conditions.</p>
<p>Consistent with this interpretation, persistent airflow obstruction in patients with severe asthma has been associated with increased airway smooth muscle mass rather than submucosal fibrosis (<xref ref-type="bibr" rid="B25">25</xref>). Although airway smooth muscle mass did not change in the guinea pigs included in the present study, the observed increase in baseline obstruction likely reflects airway remodeling induced by repeated antigenic challenges. This remodeling may involve factors such as airway edema, mucus hypersecretion, or other processes; however, further studies are required to elucidate the precise mechanisms underlying this phenomenon.</p>
<p>Integrins are receptors involved in adhesion to the extracellular matrix and cellular adhesins. The &#x03B2;1 integrin subunit forms a non-covalently bound dimer with an &#x03B1; subunit (<xref ref-type="bibr" rid="B26">26</xref>). Research has shown that the &#x03B2;1 integrin subunit is naturally secreted and deposited in the guinea pig airway wall without changes during asthma (<xref ref-type="bibr" rid="B27">27</xref>). However, deposition of &#x03B1;1&#x03B2;1 and &#x03B1;2&#x03B2;1 integrins generated by shedding has been linked to fibrosis in the guinea pig asthma model (<xref ref-type="bibr" rid="B15">15</xref>). It is possible that the mechanism of shedding or secretion that induces the deposition of the &#x03B2;1 integrin subunit in the subepithelial region in NR guinea pigs is more pronounced than that observed in the asthma model. In human asthma, exacerbation leads to the presence of soluble integrins, particularly the &#x03B2;2 subunit, most likely due to matrix metalloproteinase-9-induced proteolytic cleavage (<xref ref-type="bibr" rid="B28">28</xref>). Evaluating the mechanism that produces high levels of the &#x03B2;1 integrin subunit deposition in the NR subepithelial area will be the subject of future studies.</p>
<p>With regard to airway smooth muscle, a recent study indicated that the smooth muscle of the NR phenotype exhibits high expression of laminin &#x03B2;2, suggesting that laminin plays a role in mitigating allergic responses and hyperreactivity (<xref ref-type="bibr" rid="B11">11</xref>). It has been noted that mediators such as IL-13 and IL-17, which are present in asthma, are associated with increased smooth muscle contractility through the NF-kB/Rho kinase/PIP5K1&#x03B3; pathway and increased activity of the &#x03B2;1 integrin subunit (<xref ref-type="bibr" rid="B17">17</xref>). Considering the increased expression of this integrin observed in the asthma model, it is likely that the overexpression and activity of the &#x03B2;1 integrin subunit could be related to the development of hyperreactivity and contraction in airway smooth muscle.</p>
<p>Barometric plethysmography remains a controversial technique for measuring pulmonary function. However, our research has demonstrated that intravenous administration of acetylcholine or histamine induces a dose-dependent increase in Bi values in non-anesthetized guinea pigs, which correlates with total lung resistance (RL) values observed in separate groups of anesthetized animals. This suggests that Bi is a useful indirect measure of airway obstruction (<xref ref-type="bibr" rid="B20">20</xref>). In the present study, Bi was used to evaluate acute responses to OVA or histamine, revealing transient Bi increases in guinea pigs, which rapidly returned to baseline. This indicates that airway smooth muscle contraction was the primary response. Despite its limitations, Bi has been validated as a very sensitive indicator of increased specific airway resistance (<xref ref-type="bibr" rid="B29">29</xref>). Although our study did not include invasive validation methods, the existing literature supports the reliability of Bi in evaluating airway function. We acknowledge this limitation and suggest that future studies incorporate direct invasive measurements to further validate Bi.</p>
<p>A limitation of this study is its primary focus on histopathological and molecular features, without delving into the underlying mechanisms responsible for the differences between the asthma and NR phenotypes, and without conducting functional manipulations or mechanistic validations. The chronic antigen exposure protocol may not fully replicate all aspects of human asthma, which could affect the translational relevance of the findings. Furthermore, this study focused solely on male guinea pigs. This decision was based on previous observations indicating that sex hormones alter hormone receptor expression in rat airway smooth muscle (<xref ref-type="bibr" rid="B30">30</xref>) and that 17&#x03B2;-estradiol facilitates the relaxation of human airway smooth muscle by reducing intracellular Ca<sup>2&#x002B;</sup> levels and activating protein kinase A (<xref ref-type="bibr" rid="B31">31</xref>). Moreover, the estrous cycle in female guinea pigs, which lasts about 16 days, introduces cyclic variations that might affect airway smooth muscle contractility, though this aspect has not been fully studied. Consequently, the outcomes of our study should not be generalized across sexes. We acknowledge this limitation and emphasize that our findings cannot be directly applied to female guinea pigs. Future research should include sex-based comparisons to provide a comprehensive understanding of airway function across different sexes. Finally, due to the limited sample size, the analyses presented should be interpreted as exploratory and further studies with larger cohorts are needed to validate these findings.</p>
<p>This study provides translational relevance by modeling the heterogeneity of allergic airway responses observed in human asthma. The presence of asthma model and NR phenotypes despite antigen sensitization reflects clinical variability, where not all sensitized individuals develop functional asthma (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Baseline airway obstruction associated with subepithelial fibrosis and &#x03B2;1 integrin expression was dissociated from airway hyperresponsiveness, indicating remodeling-related airflow limitation, whereas increased &#x03B2;1 integrin expression in airway smooth muscle was specific to the asthma phenotype and associated with functional severity. Together, these findings highlight the usefulness of this model for distinguishing structural remodeling from functional impairment and for evaluating mechanisms related to asthma severity and prognosis.</p>
<p>In conclusion, the NR phenotype demonstrates significant development of subepithelial fibrosis accompanied by substantial deposition of the &#x03B2;1 integrin subunit in this region. Conversely, the expression of the &#x03B2;1 integrin subunit may play a role in the contraction and hyperreactivity of airway smooth muscle in the asthma model.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability"><title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The animal study was approved by the Scientific and Bioethics Committee of the Instituto Nacional de Enfermedades Respiratorias (IRB organization information: IORG0003948). 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>MA-G: Methodology, Writing &#x2013; review &#x0026; editing, Investigation, Writing &#x2013; original draft. AF-F: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Formal analysis. IP-A: Writing &#x2013; review &#x0026; editing, Methodology, Writing &#x2013; original draft, Investigation. BB-P: Writing &#x2013; review &#x0026; editing, Project administration, Writing &#x2013; original draft, Conceptualization.</p>
</sec>
<sec id="s9" 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="s10" 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="s11" sec-type="disclaimer"><title>Publisher&#x0027;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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<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/461510/overview">Ilaria Mormile</ext-link>, University of Naples Federico II, Italy</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2805988/overview">Shivam Singh</ext-link>, NIMS University, India</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3335560/overview">Carlos Rios</ext-link>, Hospital Carlos Andrade Marin (HCAM), Ecuador</p></fn>
</fn-group>
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