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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2023.1136780</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Nafamostat has anti-asthmatic effects associated with suppressed pro-inflammatory gene expression, eosinophil infiltration and airway hyperreactivity</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Allam</surname>
<given-names>Venkata Sita Rama Raju</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/2166803"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Waern</surname>
<given-names>Ida</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Taha</surname>
<given-names>Sowsan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Akula</surname>
<given-names>Srinivas</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wernersson</surname>
<given-names>Sara</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1767804"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pejler</surname>
<given-names>Gunnar</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/301775"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Medical Biochemistry and Microbiology, Uppsala University</institution>, <addr-line>Uppsala</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Anatomy, Physiology and Biochemistry, Swedish University of Agricultural Sciences</institution>, <addr-line>Uppsala</addr-line>, <country>Sweden</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ping Yuan, Tongji University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Masanori Fujii, Kyoto Pharmaceutical University, Japan; Cagatay Karaaslan, Hacettepe University, T&#xfc;rkiye</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Sara Wernersson, <email xlink:href="mailto:sara.wernersson@slu.se">sara.wernersson@slu.se</email>; Gunnar Pejler, <email xlink:href="mailto:gunnar.pejler@imbim.uu.se">gunnar.pejler@imbim.uu.se</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Inflammation, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>04</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1136780</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Allam, Waern, Taha, Akula, Wernersson and Pejler</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Allam, Waern, Taha, Akula, Wernersson and Pejler</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Asthma is characterized by an imbalance between proteases and their inhibitors. Hence, an attractive therapeutic option could be to interfere with asthma-associated proteases. Here we exploited this option by assessing the impact of nafamostat, a serine protease inhibitor known to neutralize mast cell tryptase.</p>
</sec>
<sec>
<title>Methods</title>
<p>Nafamostat was administered in a mouse model for asthma based on sensitization by house dust mite (HDM) extract, followed by the assessment of effects on airway hyperreactivity, inflammatory parameters and gene expression.</p>
</sec>
<sec>
<title>Results</title>
<p>We show that nafamostat efficiently suppressed the airway hyperreactivity in HDM-sensitized mice. This was accompanied by reduced infiltration of eosinophils and lymphocytes to the airways, and by lower levels of pro-inflammatory compounds within the airway lumen. Further, nafamostat had a dampening impact on goblet cell hyperplasia and smooth muscle layer thickening in the lungs of HDM-sensitized animals. To obtain deeper insight into the underlying mechanisms, a transcriptomic analysis was conducted. This revealed, as expected, that the HDM sensitization caused an upregulated expression of numerous pro-inflammatory genes. Further, the transcriptomic analysis showed that nafamostat suppressed the levels of multiple pro-inflammatory genes, with a particular impact on genes related to asthma.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Taken together, this study provides extensive insight into the ameliorating effect of nafamostat on experimental asthma, and our findings can thereby provide a basis for the further evaluation of nafamostat as a potential therapeutic agent in human asthma.</p>
</sec>
</abstract>
<kwd-group>
<kwd>nafamostat</kwd>
<kwd>serine proteases</kwd>
<kwd>asthma</kwd>
<kwd>house dust mite</kwd>
<kwd>cytokines</kwd>
<kwd>airway hyperreactivity</kwd>
<kwd>inflammation</kwd>
</kwd-group>
<contract-sponsor id="cn001">Knut och Alice Wallenbergs Stiftelse<named-content content-type="fundref-id">10.13039/501100004063</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Familjen Erling-Perssons Stiftelse<named-content content-type="fundref-id">10.13039/100007436</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Vetenskapsr&#xe5;det<named-content content-type="fundref-id">10.13039/501100004359</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Cancerfonden<named-content content-type="fundref-id">10.13039/501100002794</named-content>
</contract-sponsor>
<contract-sponsor id="cn005">Hj&#xe4;rt-Lungfonden<named-content content-type="fundref-id">10.13039/501100003793</named-content>
</contract-sponsor>
<contract-sponsor id="cn006">Agnes och Mac Rudbergs Stiftelse<named-content content-type="fundref-id">10.13039/501100007366</named-content>
</contract-sponsor>
<counts>
<fig-count count="9"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="14"/>
<word-count count="6119"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Asthma is a non-communicable, heterogeneous chronic airway inflammatory disorder affecting ~300 million people worldwide. Asthma is characterized by airway inflammation and airway remodelling associated with various symptoms, including shortness of breath, wheezing, cough and chest tightness, and variable expiratory airflow limitation (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). The progression of asthma is complicated and is associated with a diverse interplay between environmental factors and genetic predispositions, thereby stratifying asthmatics into distinct phenotypes with significant clinical variance (<xref ref-type="bibr" rid="B1">1</xref>). Further, asthma endotyping is an emerging concept, through identifying different cellular and molecular mechanisms involved in the disease pathogenesis (<xref ref-type="bibr" rid="B2">2</xref>). Current therapies for asthma include a combination of anti-inflammatory agents like corticosteroids along with bronchodilators; however, the poor response to these regimens among certain asthmatic subsets and the adverse side-effects associated with their long-term use emphasizes the need to identify novel therapeutic interventions to treat asthma effectively (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Asthma is a multifaceted disease primarily allied with an altered Th2/Th17 immune system in response to environmental allergens (<xref ref-type="bibr" rid="B5">5</xref>). Proteolytic events mediated by a variety of proteases represent one of the mechanisms involved in the pathogenesis of asthma, having an impact at multiple levels, including production of inflammatory mediators, induction of airway leukocyte infiltration, airway hyperreactivity (AHR) and airway remodelling (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Such proteases can be derived either from exogenous sources such as environmental allergens, or can be produced endogenously by various immune cells. For example, mite allergens include several serine proteases such as Dermatophagoides <italic>pteronyssinus</italic> 3 (Der p 3), Der p 6 and Der p 9, and the cystine proteases Der p 1 and Der farina (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). These proteases have the capacity to proteolytically disrupt tight junctions of the epithelial cell barrier, thereby increasing epithelial permeability and facilitating the access of antigen-presenting cells to antigen (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). This can stimulate and activate various downstream inflammatory signalling pathways resulting in the induction of an immune response to the allergen.</p>
<p>Similar to the pathogenic role of the exogenous proteases, endogenous proteases released from various immune cells in response to allergen stimuli can also play a prominent role in the initiation and progression of allergic airway inflammation. Such endogenous proteases include chymases, tryptases and carboxypeptidase A3 from mast cells, elastase, cathepsin G and myeloblastin (proteinase 3) from neutrophils, bronchial epithelial cell-derived transmembrane protease serine 11D (TM11D; human airway trypsin-like protease), granzymes expressed by cytotoxic T lymphocytes and NK cells, as well as matrix metalloproteases expressed by epithelial and other inflammatory cells (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>). Such proteases can modulate allergic airway inflammation by affecting various targets, such as pattern recognition receptors (e.g., TLR4), protease-activated receptors (PARs) including PAR2, various extracellular matrix components and inflammatory mediators. This can promote various processes, including mast cell degranulation, inflammatory cell recruitment, release of AHR-promoting bronchoconstrictors and proliferation of fibroblasts and smooth muscle cells, the latter contributing to airway thickening and airway remodelling (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>To mitigate the detrimental effects attributed to both exogenous and endogenous proteases, the human body is equipped with a range of endogenous protease inhibitors (EPIs). EPIs such as cystatin A and SPINK5 maintain the epithelial barrier integrity, thereby blocking inflammatory pathways and reducing the risk of allergic sensitization (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Earlier findings have reported that there may be an imbalance between the corresponding proteases and EPIs in various pathological conditions. Hence, deficiency of certain EPIs has been observed in certain asthma endotypes due to genetic predisposition, resulting in exacerbated inflammation (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B21">21</xref>). To compensate for such a protease-antiprotease imbalance, various synthetic protease inhibitors have been assessed for their ability to intervene with inflammatory conditions such as asthma (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Nafamostat mesylate is such a synthetic inhibitor, with the ability to target multiple types of serine proteases, but with selectivity for mast cell tryptase (<xref ref-type="bibr" rid="B23">23</xref>). Nafamostat is in clinical use for the treatment of pancreatitis, but has also been considered as a potential therapeutic in other types of inflammatory settings (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). Earlier studies using various experimental models of allergic asthma in mice demonstrated an anti-asthmatic effect of nafamostat (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). However, the exact molecular and cellular consequences of nafamostat treatment in the attenuation of asthma remain poorly characterized and there is thus a need for a further understanding of this issue. In the present study, we therefore performed a detailed investigation of the therapeutic potential of nafamostat in a house dust mite (HDM)-based mouse model for asthma. Our findings reveal that nafamostat alleviates multiple hallmark features of asthma, including the suppression of gene expression patterns associated with inflammation.</p>
</sec>
<sec id="s2" sec-type="results">
<title>Results</title>
<sec id="s2_1">
<title>Nafamostat abrogates HDM-induced airway inflammation and airway hyperreactivity</title>
<p>To study the impact of nafamostat in allergic airway inflammation, we used a protocol based on sensitization with house dust mite (HDM) extract. The used model was shown to replicate major features of the clinical asthma, including an increased cell infiltration to the airway lumen (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) and raised airway hyperreactivity (AHR) in response to methacholine (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). In contrast, no effects of HDM sensitization on dynamic compliance (Cdyn) was seen (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). The increase in inflammatory cell infiltration to the airway lumen was primarily due to a profound increase of eosinophils (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) but increased infiltration was also seen for macrophages, lymphocytes and neutrophils (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D&#x2013;F</bold>
</xref>) as compared to control mice. Treatment of HDM-sensitized mice with nafamostat significantly reduced the airway inflammation and lung resistance (R<sub>L</sub>) (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A, B</bold>
</xref>), which was accompanied by a substantial reduction in the infiltration of eosinophils (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) and lymphocytes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1E</bold>
</xref>) to the airway lumen, whereas a tendency of reduced neutrophil influx was seen (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Nafamostat inhibits airway inflammation and AHR in HDM-induced experimental asthma. Mice received either PBS or HDM twice a week for 6 weeks. Mice were treated with vehicle or with nafamostat (20 mg/kg) 30 min prior to each HDM extract instillation. Control mice were treated with PBS only. Total cells <bold>(A)</bold>, eosinophils <bold>(C)</bold>, macrophages <bold>(D)</bold>, lymphocytes <bold>(E)</bold> and neutrophils <bold>(F)</bold> were measured in the BAL fluid. Lung resistance (R<sub>L</sub>) <bold>(B)</bold> was measured using a Buxco FinePointe series instrument. Data represent mean values &#xb1; SEM. *<italic>P</italic> &lt; 0.05, **<italic>P</italic> &lt; 0.01, ***<italic>P</italic> &lt; 0.001 and ****<italic>P</italic> &lt; 0.0001 vs. the PBS group. <sup>#</sup>
<italic>P</italic> &lt; 0.05 and <sup>##</sup>
<italic>P</italic> &lt;.01 vs. the HDM group. n = 4 &#x2013; 5 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g001.tif"/>
</fig>
<p>To further evaluate the effect of nafamostat on lung inflammation, we examined effects on the peribronchial and perivascular infiltration of inflammatory cells by H&amp;E staining, and infiltration of eosinophils into the lung tissue was assessed by chromotrope 2R staining. Consistent with the findings above, lung sections from HDM-sensitized mice showed a significant increase in peribronchial and perivascular inflammation (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>), which was mainly attributed to an excessive infiltration of eosinophils around the airways when compared to control mice (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Furthermore, treatment of the HDM-sensitized mice with nafamostat significantly attenuated the peribronchial and perivascular inflammation and caused a reduced infiltration of tissue eosinophils (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>). Together, these findings suggest that nafamostat could be beneficial to mitigate the hallmark features of allergic airway responses.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Effects of nafamostat on lung peribronchial inflammation and eosinophil infiltration in HDM-induced experimental asthma. Mice received either PBS or HDM extract twice a week for 6 weeks. Mice were treated with vehicle or with nafamostat (20 mg/kg) 30 min prior to each HDM instillation. Control mice were treated with PBS only. Peribronchial inflammation <bold>(A)</bold> and eosinophil infiltration around the airways <bold>(B)</bold> were assessed by hematoxylin and eosin (H&amp;E) and chromotrope 2R staining, respectively. Representative images for H&amp;E (x 20 original magnification) and chromotrope 2R staining (x 40 magnification) are shown. Data represent mean values &#xb1; SEM. **<italic>P</italic> &lt; 0.01, ***<italic>P</italic> &lt; 0.001 vs. the PBS group. <sup>#</sup>
<italic>P</italic> &lt; 0.05 vs. the HDM group. n = 3 &#x2013; 5 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g002.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>Nafamostat mitigates HDM-induced inflammatory cytokine production</title>
<p>Next, we examined the efficacy of nafamostat as an anti-inflammatory agent in allergic airway responses by measuring effects on inflammatory mediators recovered from the BAL fluid, by adopting a cytokine array approach. This assessment revealed increased levels of various cytokines/chemokines in BAL fluid from HDM-sensitized vs. control mice, including IL12p40/p70, MIP-1&#x3b3;/CCL9, TARC/CCL17, TIMP-1, VCAM-1/CD106 and KC/CXCL1 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Notably, nafamostat treatment caused a profound reduction in the levels of each of these compounds in the BAL fluid, in most cases down to the baseline level (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Of note, the HDM sensitization did not result in increased levels of Th2 cytokines (IL-4, IL-5, IL-13) in the BAL fluid.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Effects of nafamostat on the release of cytokines into the BAL fluid of mice subjected to HDM-induced experimental asthma. Mice received either PBS or HDM extract twice a week for 6 weeks. Mice were treated with vehicle or with nafamostat (20 mg/kg) 30 min prior to each HDM instillation. Control mice were treated with PBS only. BAL fluid was collected, centrifuged and BAL fluid supernatants were pooled from each group and were then analysed with a RayBio mouse cytokine array. The pixel densities were semi-quantified using ImageJ protein array analyzer and are represented as mean pixel density. n = 4 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g003.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>Nafamostat alleviates HDM-induced goblet cell hyperplasia and airway smooth muscle layer thickening</title>
<p>Airway remodelling is a prominent feature of asthma, as characterized by increased smooth muscle cell proliferation and thickening of the smooth muscle layer, contributing to the airway narrowing and increased AHR. Considering our observed beneficial effects of nafamostat on HDM-induced airway inflammation and AHR, we next investigated the effect of nafamostat treatment on airway remodelling as manifested by goblet cell hyperplasia and smooth muscle layer thickening. Histological analysis demonstrated a significant rise in goblet cell density (assessed by PAS staining; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) and an increased smooth muscle layer thickness (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) in HDM-sensitized vs. control mice. Further, and consistent with its beneficial effect on other features of allergic airway inflammation, nafamostat treatment caused a modest, yet significant attenuation of the HDM-induced goblet cell hyperplasia and smooth muscle layer thickening (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Effects of nafamostat on goblet cell hyperplasia and smooth muscle layer thickness in mice subjected to HDM-induced experimental asthma. Mice received either PBS or HDM extract twice a week for 6 weeks. Mice were treated with vehicle or with nafamostat (20 mg/kg) 30 min prior to each HDM extract instillation. Control mice were treated with PBS only. Goblet cell hyperplasia <bold>(A)</bold> and smooth muscle layer thickness around the primary bronchi <bold>(B)</bold> were quantified by Periodic Acid &#x2013; Schiff (PAS) staining. Representative images for PAS staining (x 40 original magnification) are shown. Data represent mean values &#xb1; SEM. **<italic>P</italic> &lt; 0.01, ****<italic>P</italic> &lt; 0.0001 vs. the PBS group. <sup>#</sup>
<italic>P</italic> &lt; 0.05 vs. the HDM group. n = 4 &#x2013; 5 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g004.tif"/>
</fig>
</sec>
<sec id="s2_4">
<title>Nafamostat treatment targets the expression of pro-inflammatory genes induced by HDM sensitization</title>
<p>To provide a more extended insight into the mechanism by which nafamostat ameliorates allergic airway inflammation, we next performed a transcriptomic analysis of how nafamostat affects the gene expression profiles in the lung, by adopting the Ampliseq platform. Transcripts with less than 30 counts were considered to be poorly expressed and were disregarded from the analysis. Visualization using principal component analysis (PCA) of the total lung transcriptome revealed a well-defined separation between control- (PBS) vs. HDM-sensitized mice (PC1 93% of variance between the groups and PC2 2% of variance) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>) and also between HDM-sensitized vs. HDM-sensitized/nafamostat-treated mice (PC1 66% of variance between the groups and PC2 14% of variance) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). These findings suggest that the HDM-sensitization causes major effects on the lung transcriptome, and also that nafamostat has the capacity to modulate the expression of genes that are induced by HDM sensitization.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Effect of nafamostat on gene expression in lungs from mice subjected to HDM-induced experimental asthma. <bold>(A, B)</bold> Principal Component Analysis (PCA) of the comparison between the control- (PBS) vs. HDM <bold>(A)</bold> and the HDM vs. HDM + nafamostat (20 mg/kg) <bold>(B)</bold> groups. <bold>(C, D)</bold> Comparison of the differentially expressed genes (DEGs) between the control- (PBS) vs. HDM <bold>(C)</bold> and the HDM vs. HDM + nafamostat (20 mg/kg) <bold>(D)</bold> groups, by volcano plot analysis using the EnhancedVolcano package of R. Each dot represents a single gene. The x-axis depicts the log (base 2) of the fold change (FC), while the y-axis represents the negative log (base 10) of p-value. DEGs were identified as p &lt; 0.05 and log2 FC &#x2265; 1.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g005.tif"/>
</fig>
<p>Differential gene expression analysis revealed that a total of 1680 out of 14499 transcripts were differentially (p&lt;0.05;&#x2009;log2FC&#x2009;&#x2265;&#x2009;1) expressed in HDM-sensitized vs. control mice, out of which 1077 genes were upregulated and 603 genes were downregulated in response to HDM sensitization (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Further, a comparison between HDM-sensitized vs. HDM-sensitized/nafamostat-treated mice revealed that 139 genes were differentially expressed, out of which 19 genes were upregulated and 120 genes were downregulated in response to nafamostat treatment (see <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Notably, the nafamostat treatment caused a reversal of the expression, back to baseline levels, of several of the genes that were induced by the HDM sensitization. The latter supports the notion that nafamostat, at least partly, can block the effects of HDM sensitization on global gene expression patterns in the lung. Using the enhanced volcano plot the profound effects of HDM sensitization on the lung transcriptome (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>; see also <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>), and the marked effects of nafamostat on the lung transcriptome in HDM-sensitized mice (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>; see also <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>) were visualized. The gene expression patterns in the lungs of control- vs. HDM-sensitized mice and in HDM-sensitized vs. HDM-sensitized/nafamostat-treated mice were also hierarchically clustered and presented as a heat map (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Overall, these analyses reveal extensive effects of the HDM sensitization on the lung transcriptome, and also reveal profound effects of nafamostat treatment on the lung transcriptome after HDM sensitization.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Heatmap constructed with hierarchical clustering to compare gene expression patterns in the control- (PBS) vs. HDM and the HDM vs. HDM + nafamostat (20 mg/kg) groups. n = 3 &#x2013; 4 mice per group. HDM, house dust mite. n = 3 &#x2013; 4 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g006.tif"/>
</fig>
<p>To further address the effects of nafamostat on parameters of HDM-induced allergic airway inflammation, enriched GO and KEGG analysis was performed (the top 25 categories were visualized). The GO analysis revealed that the HDM sensitization, as expected, caused significant effects on the transcription of genes associated with immune responses, including the categories: leukocyte chemotaxis and migration, regulation of cytokine production and cytokine mediated signalling (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). Further, the GO analysis showed that several of these pathways were suppressed by nafamostat (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>), providing further support for an anti-inflammatory impact of nafamostat on allergic airway responses. Similarly, enriched KEGG analysis provided further support for a strong association between the HDM sensitization and pathways related to inflammation and immunity, including categories such as: cytokine-cytokine receptor interaction, chemokine signalling, IL-17 signalling pathway, toll-like receptor signalling, asthma, c-type lectin receptor pathway and ECM-receptor interaction (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>). Moreover, the KEGG analysis supported an anti-inflammatory impact of nafamostat on such pathways, including categories such as: cytokine-cytokine receptor interaction, asthma, and IL-17 signalling pathway (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). Altogether, these findings highlight the profound effects of HDM sensitization on the lung transcriptome, and also that nafamostat has the capacity to partly block the effects of HDM sensitization on pro-inflammatory gene expression in the lungs.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Overview gene enrichment analysis outlining the effect of nafamostat on HDM-induced features of asthma. The top 25 biological process (BP) <bold>(A, B)</bold> and the associated KEGG pathways <bold>(C, D)</bold> of the DEGs between the control- (PBS) vs. HDM and the HDM vs. HDM + nafamostat (20 mg/kg) groups were analysed using the enrichGO and enrichKEGG functions. The output of the analyses was visualized using bar plot function in clusterProfiler. For each plot, the x-axis represents the enriched gene counts and the y-axis represents a significant GO definition/KEGG pathway, respectively. n = 3 &#x2013; 4 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g007.tif"/>
</fig>
<p>Further analysis by gene set enrichment analysis on the KEGG pathways revealed that the HDM sensitization induced a positive enrichment of 62 pathways and negative enrichment of 49 pathways. The top positively enriched pathways (activated) that were mapped in response to HDM were: asthma, IL-17 signalling, linolenic acid metabolism, cytokine-cytokine receptor interaction, toll-like receptor signalling, chemokine signalling and c-type lectin receptor signalling (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM3">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). The pathways that were negatively enriched (suppressed) in response to HDM sensitization included: Hippo signalling, Rap1 signalling, circadian entrainment, ECM-receptor interaction and Wnt signalling (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM3">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). Moreover, a total of 46 pathways were positively enriched in HDM-sensitized/nafamostat-treated vs. HDM-sensitized mice, including several categories related to cardiomyopathy, and also including several of those categories that were associated with the HDM sensitization: Hippo signalling pathway, circadian entrainment, ECM-receptor interaction, Rap1 signalling (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM4">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). Further, 8 pathways were shown to be suppressed by the nafamostat treatment. Importantly, &#x201c;asthma&#x201d; was one of the major pathways that was suppressed by the nafamostat treatment. Nafamostat also suppressed several other pathways, including the categories: linolenic acid metabolism, ribosome, oxidative phosphorylation, complement and coagulation cascades and cytokine-cytokine receptor interaction (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM4">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). Hence, these findings provide further support for an ameliorating effect of nafamostat on the pro-inflammatory gene expression patterns that are associated with allergic airway inflammation.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Gene set enrichment analysis revealed significantly enriched top 20 KEGG activated pathways (positive enrichment score) and supressed pathways (negative enrichment score) when comparing the control- (PBS) vs. HDM <bold>(A)</bold> and the HDM vs. HDM + nafamostat (20 mg/kg) <bold>(B)</bold> groups. The output of the analyses was visualized using dot plot function in clusterProfiler, with the y-axis representing the enriched KEGG pathway and the x-axis representing the gene ratio. The enrichment analysis was considered significant if p adjust &#x2264; 0.05. n = 3 &#x2013; 4 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g008.tif"/>
</fig>
<p>To further validate the effects of HDM sensitization and nafamostat on the gene expression patterns in the lung, we performed qPCR analysis. To this end, we focused on genes of particular relevance in asthmatic settings, including genes involved in eosinophil chemotaxis. These assessments thus included an analysis of the expression of Ear2, Ear6, Clec7a, Slc26a4, Fcer1g, CCL8, CCL9 and CCL11. In concordance with the transcriptome analysis, qPCR analysis supported that HDM-sensitized mice display a significant increase in the expression of all these genes in lung, when compared with control mice (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9</bold>
</xref>). Further, it was demonstrated that treatment of HDM-sensitized mice with nafamostat caused a significant attenuation of the expression of clec7a (Dectin-1), CCL8, CCL9 and Ear6 (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>), and a trend of reduced Slc26a4 and CCL11 expression (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>), whereas no effects of nafamostat on Fcerg1 or Ear2 expression were seen.</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Nafamostat inhibits the expression of Dectin-1/Clec7a and chemokines in lungs of mice subjected to HDM-induced experimental asthma. Differential expression of genes in response to nafamostat was validated by qPCR analysis. The analysis included Dectin-1/Clec7a, Ear6, CCL9, CCL8, Slc26a4, CCL11, Fcer1g and Ear2. Data represent mean &#xb1; SEM. *<italic>p</italic> &lt; 0.05, **<italic>p</italic> &lt; 0.01, ***<italic>p</italic> &lt; 0.001 and ****<italic>p</italic> &lt; 0.0001 vs. the control (PBS) group. <sup>##</sup>
<italic>P</italic> &lt; 0.01, <sup>###</sup>
<italic>P</italic> &lt; 0.001 and <sup>####</sup>
<italic>P</italic> &lt; 0.0001 vs. the HDM group. n = 4 mice per group. HDM, house dust mite.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1136780-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="discussion">
<title>Discussion</title>
<p>It has been extensively documented by using various experimental models of asthma that HDM exposure triggers airway inflammation associated with increased infiltration into the lungs of various immune cells, including eosinophils, lymphocytes, neutrophils and macrophages, and that this is accompanied by an increase in AHR, goblet cell hyperplasia, smooth muscle thickening and airway remodelling (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>). In agreement with this, the current study supports that HDM sensitization promotes the development of such cardinal features of asthma. The present study also extends our knowledge of how HDM sensitization promotes the development of allergic airway inflammation, through an extensive transcriptome analysis of the gene expression alterations that occur in response to the allergic sensitization. Notably, the HDM sensitization caused profound alterations in the gene expression patterns of the lung, in particular by affecting pathway related to immunological processes.</p>
<p>Many of the inflammatory cells that are recruited by the HDM exposure have the capacity to secrete large amounts of proteases, and it is also notable that HDM extracts contain several types of proteases (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Hence, the HDM sensitization can potentially cause an imbalance between proteolytic activity and corresponding mechanisms to block such activities. Indeed, previous studies have suggested that such an imbalance between proteolytic activity and corresponding protease inhibition, executed by various physiological protease inhibitors such as &#x3b1;-1-antitrypsin, is one of the major factors in asthma pathogenesis (<xref ref-type="bibr" rid="B21">21</xref>). Hence, a potential strategy to intervene with asthma could be to administer inhibitors to those proteases that are operative in the pathogenesis of asthma, and several studies have previously reported beneficial effects of such inhibitors in asthmatic settings (<xref ref-type="bibr" rid="B15">15</xref>). Based on these notions, we here assessed the effects of nafamostat in HDM-induced airway inflammation and show that this protease inhibitor alleviates cardinal features of asthma, including the recruitment of airway inflammatory cells, peribronchial inflammation, AHR, goblet cell hyperplasia and smooth muscle layer thickening. Hence, our study supports the possibility of using nafamostat as a novel treatment regimen in human asthma.</p>
<p>Nafamostat is known as a highly selective inhibitor of mast cell tryptase (<xref ref-type="bibr" rid="B23">23</xref>), and our findings thus suggest that suppression of mast cell tryptase activity can account for the ameliorating effect of nafamostat on asthma features in the HDM model. In agreement with this scenario, mast cell tryptase has been extensively linked to the pathology of asthma, both in various animal models and also in severe asthma in humans [reviewed in (<xref ref-type="bibr" rid="B6">6</xref>)]. For example, administration of tryptase into lungs of sheep and mice are known to trigger asthma-like symptoms and exposure of human or guinea pig bronchi to tryptase leads to airway contraction (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>). In further agreement with this, tryptase knockout mice develop less severe AHR than wild-type counterparts in an ovalbumin-based asthma model (<xref ref-type="bibr" rid="B37">37</xref>). However, it should be noted that nafamostat, in addition to inhibiting mast cell tryptase, can have effects on multiple other serine proteases, in particular at higher concentrations (<xref ref-type="bibr" rid="B23">23</xref>). Hence, we cannot exclude that the effects of nafamostat observed in this study is a result of the combined inhibition of mast cell tryptase and other types of serine proteases.</p>
<p>Regardless of the major protease target for nafamostat in the HDM-sensitization setting, our findings provide extensive insight into the mechanism behind its effects on allergic airway inflammation. One important finding was that nafamostat caused a reduction in the levels of several cytokines in the airway lumen of HDM-sensitized mice, including KC/CXCL1, TARC/CCL17 and MIP-1&#x3b3;/CCL9. Of these, CXCL1 is involved in neutrophil recruitment (<xref ref-type="bibr" rid="B38">38</xref>), TARC/CCL17 promotes Th2 cell recruitment (<xref ref-type="bibr" rid="B32">32</xref>), and MIP-1&#x3b3;/CCL9 has a role in monocyte recruitment and in the release of mediators from activated eosinophils (<xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B41">41</xref>). The suppression of these cytokines by nafamostat could thus, at least partly, account for its anti-inflammatory impact in the allergic setting. It is notable that several types of cytokines require proteolytic processing to become fully active (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Hence, nafamostat-sensitive proteases could have a role in such activating proteolysis.</p>
<p>We also noted that nafamostat caused a reduction in the levels of VCAM-1, which has a key role in the recruitment of leukocytes in inflammatory settings (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). The appearance of this compound in the BAL fluid of HDM-sensitized mice suggests that it is released by proteolytic shedding from epithelial cell surfaces, and our findings hence suggest that nafamostat could prevent such shedding by inhibiting proteases that are responsible for this.</p>
<p>An intriguing finding in this study was that HDM-associated airway inflammation is accompanied by an increased expression of Dectin-1/Clec7a, implying that signalling downstream of this receptor may contribute to the inflammatory response in this setting. In agreement with such a scenario, it was previously reported that HDM-induced airway inflammation was associated with increased populations of CD11b<sup>+</sup> dendritic cells in mesenteric lymph nodes, and that this effect was blunted in Dectin-1-deficient (Clec7a<sup>&#x2212;/&#x2212;</sup>) mice (<xref ref-type="bibr" rid="B46">46</xref>). Notably, nafamostat caused a profound inhibition of the expression of Dectin-1/Clec7a, as judged both by the global transcriptomic analysis and by qPCR analysis, and it is thus conceivable that the anti-inflammatory effect of nafamostat may be related to its effects on Dectin-1/Clec7a expression. However, further studies are required to identify the exact mechanism by which nafamostat inhibits Dectin-1/Clec7a expression.</p>
<p>Further insight into the effect of nafamostat on HDM-associated airway inflammation came from an unbiased transcriptomics analysis. As expected, this revealed that the HDM sensitization caused extensive upregulation of a large number of genes coding for pro-inflammatory factors, including numerous genes related to leukocyte migration/chemotaxis, cytokine production and regulation of inflammatory responses. Importantly, as judged by pathway analysis, &#x201c;asthma&#x201d; represented the top upregulated gene category in HDM-sensitized vs. control animals, hence verifying that the adopted protocol produced an asthma-like condition. Hence, our findings provide an extensive insight into the effects of HDM sensitization on gene expression patterns in the lung. Considering that nafamostat ameliorates several hallmark features related to asthma (airway hyperresponsiveness, eosinophil recruitment, SMC thickness) it would be expected that genes related to such parameters were repressed by the inhibitor. Indeed, we noted that nafamostat caused suppression of corresponding gene categories, with one of the top repressed gene categories being &#x201c;asthma&#x201d;. Hence the transcriptomics analysis provides further support for a beneficial impact of nafamostat on allergic airway inflammation.</p>
<p>Overall, our findings are largely consistent with previous studies in which the effect of nafamostat has been assessed in various models of asthma (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). However, previous studies on this topic have only provided limited insight into the mechanism of action for nafamostat in such settings. Specifically, in the study by Ishizaki et&#xa0;al. (<xref ref-type="bibr" rid="B28">28</xref>), asthma-like conditions were induced by sensitization with ovalbumin, whereas the present study and the studies by Lin et&#xa0;al. and. Chen et&#xa0;al. (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>) utilized antigens from house dust mite, the latter representing a physiologically more relevant model for asthma than sensitization with ovalbumin. Further, whereas the effects of nafamostat on tissue inflammation and smooth muscle thickness was evaluated in the present study, these parameters were not assessed in the studies by Lin et&#xa0;al. and. Chen et&#xa0;al. (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Finally, this study, for the first time, evaluated global effects of nafamostat on gene expression patterns and cytokine output through unbiased approaches (transcriptomics, cytokine arrays) whereas the studies by Lin et&#xa0;al. and. Chen et&#xa0;al. focused on selected genes and cytokines (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Altogether, the present study has thus led to a deeper understanding of how nafamostat inhibition affects hallmark events associated with asthma, and has also provided extensive knowledge of how nafamostat affects the gene expression patterns during allergic airway inflammation induced by HDM sensitization. Notably though, further work will be required to identify the exact proteolytic target(s) for nafamostat-sensitive proteases in the allergic airway inflammation setting. We foresee that, based on this study, nafamostat may be further considered as a potential therapeutic agent in the treatment of human asthma.</p>
</sec>
<sec id="s4" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s4_1">
<title>Animals</title>
<p>Female BALB/c mice (8 &#x2013; 9 weeks of age) were purchased from Taconic Biosciences (Lille Skensved, Denmark). All procedures were performed at the Swedish University of Agricultural Sciences animal facility under protocols compliant with the EU Directive 2010/63/EU for animal experiments and approved by the local ethical committee (Uppsala djurf&#xf6;rs&#xf6;ksetiska n&#xe4;mnd; Dnr 5.8.18-12873/2019). Mice were acclimatized for one week in the experimental room prior to the start of the experiment. Mice were lightly anaesthetized with isoflurane using a portable isoflurane vaporizer. Anaesthetized mice were instilled with 10 &#x3bc;g of house dust mite (HDM) extract reconstituted in 30 &#x3bc;l PBS (<italic>Dermatophagoides pteronyssinus</italic>, CiteQ BV, Groningen, Netherlands) intranasally twice a week for three weeks. Control mice received 30 &#x3bc;l PBS <italic>via</italic> the intranasal route. To investigate the efficacy of nafamostat on asthmatic features, nafamostat (20 mg/kg) (Sigma-Aldrich, St Louis, MO) or vehicle (3% acetic acid in PBS) were administered thirty minutes before each PBS and/or HDM instillation <italic>via</italic> the intraperitoneal route. A total of 48 mice were used in two individual experiments and the mice were allocated to the following experimental groups: PBS (n = 8), HDM (n = 9), HDM + vehicle (n = 9), nafamostat (20 mg/kg) (n = 8) and HDM + nafamostat (20 mg/kg) (n= 9).</p>
</sec>
<sec id="s4_2">
<title>Measurement of airway hyperreactivity</title>
<p>Twenty-four hours after the last HDM instillation, airway hyperreactivity (AHR) was measured using a Buxco small ventilator (Buxco<sup>&#xae;</sup> FinePointe Resistance and Compliance, Winchester, UK). Mice were anaesthetized with pentobarbital sodium (50 mg/kg; Sigma-Aldrich), and a tracheostomy was performed to insert a 20-gauge needle. Mice were kept under ventilation at 160 breaths/minute with a tidal volume of 0.25 mL. Mice were acclimatized to the ventilator before measuring the baseline. Lung resistance (R<sub>L</sub>) and dynamic compliance (C<sub>dyn</sub>) were measured using a dose-response curve for methacholine by administering increasing doses of nebulized methacholine (0 &#x2013; 50 mg/mL; Sigma-Aldrich).</p>
</sec>
<sec id="s4_3">
<title>Blood and bronchoalveolar lavage collection and analysis</title>
<p>Immediately after measuring lung function parameters, blood was collected and centrifuged at 2300 x g for 15 minutes at 4&#xb0;C and serum was separated to measure HDM-specific IgE using ELISA (Chondrex, Woodinville, WA) following the manufacturer&#x2019;s instructions. For bronchoalveolar lavage (BAL), the cannulated lungs were lavaged twice with 0.5 mL of sterile Hanks Balanced Salt Solution (HBSS). The collected BAL fluid was centrifuged at 600 x g for 10 min at 4&#xb0;C. Supernatants were collected for analysis of cytokines and chemokines, while the cell pellet was resuspended in 1 mL sterile HBSS for enumeration of total and differential cell counts. For total cell counts, a hemocytometer was used. For differential leukocyte counts, cytospins were performed by spinning 100 &#xb5;l cell suspensions onto glass slides at 26 x g for 5 min using a cytospin centrifuge. Cells were stained with May Gr&#xfc;nwald/Giemsa, and a minimum of 200 cells per slide cells were counted. Cytokines levels in the BAL fluid were measured using the C3 Mouse Cytokine Array (RayBiotech, Norcross, GO) according to the manufacturer&#x2019;s instructions by pooling the individual samples within the group. Signal pixel density assessment was conducted by using the ImageJ software (<ext-link ext-link-type="uri" xlink:href="https://imagej.nih.gov/ij/">https://imagej.nih.gov/ij/</ext-link>).</p>
</sec>
<sec id="s4_4">
<title>Lung histology</title>
<p>After BAL fluid collection, the right lung lobes were ligated, dissected and snap-frozen in liquid nitrogen and stored at -80&#xb0;C for gene and protein analysis. The left lung lobes were inflated with 0.5 mL buffered formalin <italic>via</italic> the trachea cannula and trachea were sealed and fixed in buffered formalin. Formalin-fixed lobes were embedded in paraffin and 6 &#x3bc;m sections were prepared using a microtome. Sections were dewaxed and dehydrated by treatment with xylene, followed by a series of graded alcohol. Dewaxed lung sections were stained with haematoxylin and eosin (H&amp;E) (<xref ref-type="bibr" rid="B30">30</xref>). Airway tissue inflammation was quantified by scoring the inflammatory cell infiltrate surrounding the airway using a semi-quantified score method ranging from 0-4 (0: no inflammatory cell infiltrates around the airway, 1: low-level cell infiltrates around part of the airway, 2: moderate cell infiltrates around part of or entire airway, 3: significant inflammatory cell infiltrate around part of or entire airway, 4: airway surrounded by inflammatory cell infiltrates). To study eosinophil infiltration, lung sections were stained with the chromotrope 2R (<xref ref-type="bibr" rid="B47">47</xref>). Bright red nuclei-stained cells around the airways were counted with a Nikon Microphot-FXA microscope using a 40 x objective lens and the Eclipse Net software.</p>
<p>To determine goblet cell hyperplasia and mucus production, airway sections were stained with periodic acid-Schiff&#x2019;s (PAS). The number of goblet cells per &#x3bc;m of the airway epithelial layer was counted using a Nikon Microphot-FXA microscope with a 40 x objective lens and the Eclipse Net software (version 1.20, Developed by Laboratory Imaging, Prague, Czech Republic). The smooth muscle layer thickness around the airways was measured on the PAS-stained sections by measuring the thickness of every 30 &#x3bc;m basement membrane around the airways with a Nikon Microphot-FXA microscope and the Eclipse Net software; the average thickness was calculated. All quantitative histological assessments were performed and quantified by trained investigators in a blinded manner.</p>
</sec>
<sec id="s4_5">
<title>Transcriptomic analysis</title>
<p>Snap-frozen upper portions of the left lung lobes from separate experiments were grounded in liquid nitrogen, and RNA was extracted using the Qiagen RNeasy<sup>&#xae;</sup> plus mini kit (Hilden, Germany) following the manufacturer&#x2019;s instructions. cDNA libraries were created and amplified using the Ion AmpliSeq&#x2122; Transcriptome Mouse Gene Expression Kit (Life Technologies, Carlsbad, CA) following the protocol of the manufacturer; the sequencing was performed on an Ion S5&#x2122; XL Sequencer (Thermo Fisher Scientific, Waltham, MA). Generated data had read lengths with an average of 98-110 bp and high mapping (95% of aligned bases). Normalized expression values generated by the Torrent Suite&#x2122; Software (version 5.10.1) were used for downstream differential gene expression analyses. The differential gene expression analysis was performed using the R package DESeq2 and genes with a log2FC&#x2009;&#x2265;&#x2009;1 and an FDR-adjusted p-value &lt;0.05 were considered as differentially expressed genes. To perform the gene enrichment analysis, we used the clusterProfiler package on the R program; the gene ontology with the biological process (BP) and KEGG pathway analyses were performed using the enrichGO and enrichKEGG functions in the clusterProfiler package (<xref ref-type="bibr" rid="B48">48</xref>). Functional enrichment analysis was performed using the Gene set enrichment analysis (GSEA) and the enrichment terms were considered significant with adjusted p &lt; 0.05.</p>
</sec>
<sec id="s4_6">
<title>Quantitative RT-PCR analysis</title>
<p>Quantitative RT-PCR (qPCR) analysis was used for further validation of the expression of selected genes. RNA concentration and purity was measured using a NanoDrop device (ND-1000; Nano Drop Technologies, Wilmington, Delaware). cDNA was prepared using 1 &#xb5;g of total RNA and the iScript cDNA synthesis kit (Bio-Rad, Hercules, CA) following the manufacturer&#x2019;s instructions. Validated primers for selected genes were purchased from BioRad (Hercules, CA) and qPCR analysis was performed on a C1000 Touch Thermal Cycler instrument (Bio-Rad, Hercules, CA) using the iTaq Universal SYBR Green Supermix (Bio-Rad). Each sample was run in duplicates and qPCR data analysis was performed using the Bio-Rad CFX Maestro program. Gene expression levels were normalized to glyceraldehyde 3-phosphate dehydrogenase (GAPDH) and the levels of gene expression were quantified using the 2<sup>&#x2212;&#x394;CT</sup> method</p>
</sec>
<sec id="s4_7">
<title>Statistical analyses</title>
<p>Data are presented as mean values &#xb1; SEM, as analysed using GraphPad Prism 8.0. Two-way ANOVA statistical analysis was conducted to compare the <italic>in vivo</italic> lung function measurements between the experimental groups in response to the methacholine dose-response curve using the Bonferroni <italic>post-hoc</italic> analysis. For the rest of the experimental endpoints, one-way ANOVA was performed for statistical comparison between the treatment groups using Tukey <italic>post-hoc</italic> multi-comparison analysis. Differences between the experimental groups were regarded statistically significant when the p-value reached &lt;0.05.</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: GSE223629 (GEO).</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by Uppsala Djurf&#xf6;rs&#xf6;ksetiska n&#xe4;mnd, Uppsala tingsr&#xe4;tt, Box 1113, 751 41 Uppsala, Sweden.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>VA designed and performed most of the experimental work, interpreted data and wrote the manuscript. IW contributed to the design of the study, and interpreted data. ST performed experimental work. SA contributed to the experimental work. SW contributed to the design of the study, interpreted data and contributed to the writing of the manuscript. GP conceived of the study, contributed to the design of the study, interpreted data and wrote the manuscript.All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by grants from The Agnes &amp; Mac Rudberg Foundation, The Swedish Research Council, The Swedish Cancer Foundation, The Swedish Heart and Lung Foundation, The Erling-Persson Foundation and The Knut and Alice Wallenberg Foundation.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2023.1136780/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2023.1136780/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SF1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xls" id="SM1" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table_2.xls" id="SM2" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table_3.xls" id="SM3" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table_4.xls" id="SM4" mimetype="application/vnd.ms-excel"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>HDM, house dust mite; AHR, airway hyperreactivity; PAR, protease-activated receptor; EPI, endogenous protease inhibitor.</p>
</fn>
</fn-group>
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