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<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
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<issn pub-type="epub">1664-3224</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2025.1658774</article-id>
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<subj-group subj-group-type="heading">
<subject>Review</subject>
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<title-group>
<article-title>T cell heterogeneity in asthma pathogenesis: from immunological mechanisms to biological targeted therapies</article-title>
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<name><surname>Gan</surname><given-names>Qifeng</given-names></name>
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<name><surname>Zhu</surname><given-names>Yuzhen</given-names></name>
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<name><surname>Guo</surname><given-names>Yuxin</given-names></name>
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<name><surname>Fu</surname><given-names>Guo</given-names></name>
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<name><surname>Zhang</surname><given-names>Xiao-Bin</given-names></name>
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<aff id="aff1"><label>1</label><institution>Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University</institution>, <city>Xiamen</city>, <state>Fujian</state>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Hematology, The First Affiliated Hospital and Institute of Hematology, School of Medicine, Xiamen University</institution>, <city>Xiamen</city>, <state>Fujian</state>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Xiao-Bin Zhang, <email xlink:href="mailto:zhangxiaobincn@xmu.edu.cn">zhangxiaobincn@xmu.edu.cn</email>; Guo Fu, <email xlink:href="mailto:guofu@xmu.edu.cn">guofu@xmu.edu.cn</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-11">
<day>11</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1658774</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>13</day>
<month>10</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Gan, Zhu, Guo, Fu and Zhang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Gan, Zhu, Guo, Fu and Zhang</copyright-holder>
<license>
<ali:license_ref start_date="2025-12-11">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Severe and overlapping asthma endotypes&#x2014;particularly steroid-insensitive disease&#x2014;remain undertreated, highlighting the need for a T-cell&#x2013;centered synthesis. This review frames asthma heterogeneity through the interplay of T-cell axes, with Th2 pathways shaping T2-high disease and Th17/Treg imbalance characterizing T2-low features and much of steroid resistance. Building on this framework, we map therapies to mechanism: IL-4R&#x3b1; and IL-5/IL-5R blockade chiefly mitigate Th2-dominated circuits, whereas upstream alarmin inhibition (e.g., TSLP) modulates epithelial&#x2013;immune cues that influence both T2-high biology and selected T2-low processes. We then outline what is needed to translate mechanisms into decisions&#x2014;integrated biomarkers to refine endotypes and mechanism-guided switching or combinations, with emphasis on T2-low populations where unmet need is greatest. By linking T-cell biology to therapeutic leverage points, the review offers a concise path from mechanism to patient stratification and more rational treatment choices.</p>
</abstract>
<kwd-group>
<kwd>asthma</kwd>
<kwd>CD4+ T cell</kwd>
<kwd>Th1/Th2</kwd>
<kwd>ILC2</kwd>
<kwd>Th17/Treg</kwd>
<kwd>targeted therapy</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="2"/>
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<equation-count count="0"/>
<ref-count count="84"/>
<page-count count="10"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>T Cell Biology</meta-value>
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</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Bronchial asthma (asthma) is a heterogeneous disease characterized by airway hyperresponsiveness (AHR), chronic airway inflammation, variable expiratory airflow limitation, and respiratory symptoms including cough, chest tightness, wheezing, and dyspnea. Its pathogenesis is closely associated with allergen exposure, air pollution, viral infections, sex hormones, and neuroregulation (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Asthma remains a prevalent global health concern, affecting 1&#x2013;29% of populations worldwide (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Asthma is a heterogeneous disease in which clinical variability reflects distinct immunologic endotypes rather than a single pathway. Approximately half of asthma patients exhibit T2-high (T2-high) asthma, also known as eosinophilic asthma (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). In T2-high disease, epithelial alarmins (TSLP/IL-33/IL-25) condition dendritic cells and other antigen-presenting cells to prime Th2 responses and license ILC2 (Group 2 Innate Lymphoid Cells) activation, driving eosinophilic inflammation, mucus hypersecretion and corticosteroid-responsive pathology (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). By contrast, T2-low disease features Th17/Treg disequilibrium with neutrophilic inflammation, steroid insensitivity, and contributions from environmental and metabolic cues that sustain non-type-2 pathways (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Among diverse immune mediators, T lymphocytes integrate epithelial alarmins and antigen-presenting-cell signals to shape both allergic (T2-high) and non-allergic (T2-low) endotypes. This motivates a focused review on T-cell&#x2013;centered mechanisms and their translational leverage points across current and emerging therapies.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Mechanisms of T lymphocyte-mediated asthma pathogenesis</title>
<sec id="s2_1">
<label>2.1</label>
<title>Th1/Th2 imbalance</title>
<p>Th2 dominance is a hallmark of allergic asthma, driven by epithelial and antigen-presenting cells (APCs) cues that favor IL-4/IL-13 programs under GATA3/STAT6 (GATA Binding Protein 3/Signal Transducer and Activator of Transcription 6) control, whereas insufficient or ineffective Th1 activity can coexist with severe disease and contribute to steroid-insensitive features in selected contexts (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). Thus, endotypes are best understood as a dynamic balance between Th2 effector circuits and counter-regulatory Th1 signals rather than isolated molecules (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). To make this balance operational, it helps to follow the initiating sequence from epithelium to T-cell fate. In the paragraphs below, we trace how upstream cues are translated into Th2 programs and where reciprocal Th1 signals constrain this trajectory (<xref ref-type="bibr" rid="B9">9</xref>). Alarmins (TSLP/IL-33/IL-25) instruct dendritic cells and other APCs to prime Th2 cells and amplify IgE class-switch via Tfh, while ILC2 rapidly reinforces type-2 cytokine output; downstream, IL-4/IL-13 promote eosinophil recruitment, goblet-cell hyperplasia and AHR (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). Reciprocal IFN-&#x3b3;/STAT1 signaling constrains GATA3 programs and limits mucus metaplasia, but pollutant and infection cues can tip the axis back toward Th2 (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). Of note, PM2. 5 (particulate matter &#x2264;2. 5 &#xb5;m aerodynamic diameter) and viral triggers heighten epithelial cytokines and co-stimulation, reshaping APC polarization and re-skewing Th responses (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>). Approved biologics already intersect this circuitry: IL-4R&#x3b1; blockade dampens Th2/Tfh pathways and IgE biology, while IL-5/IL-5R targeting reduces eosinophil-linked effector loops that sustain Th2 inflammation (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). At the level of axis re-balancing, strategies to modulate GATA3 or augment IL-12/IFN-&#x3b3; have been explored as means to reinforce Th1 counter-regulation (with endotype-guided selection and safety monitoring) (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Upstream alarmin inhibition (e. g., TSLP) may complement these approaches by resetting epithelial&#x2013;APC cues that initiate Th2 polarization (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Beyond the classical dichotomy, context-dependent plasticity introduces overlap between Th2 and Th17 programs&#x2014;including hybrid Th17/Th2 features observed in severe or steroid-insensitive disease; detailed mechanisms and clinical implications are discussed in Section 2. 3 (Th17/Treg) (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>ILC2s synergistically regulate immune responses in T2-high asthma</title>
<p>While Th2 cells orchestrate antigen-dependent adaptive responses, ILC2s are poised to mount a rapid, antigen-independent type-2 program in response to epithelial stress, thereby shaping the context in which Th2 immunity unfolds (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). ILC2s lack a T-cell receptor and are activated directly by epithelial alarmins (TSLP/IL-33/IL-25), neuro-immune cues and tissue signals, enabling an early, tissue-resident burst of type-2 cytokines independent of antigen priming (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Their cytokine output overlaps with Th2 (IL-5, IL-13) but is distinct in important ways: ILC2s are a prominent source of IL-9, supporting goblet-cell metaplasia and mast-cell fitness, and they rapidly amplify local inflammation before antigen-experienced Th2 cells arrive (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). In addition, ILC2s can express MHC-II, allowing peptide presentation to CD4<sup>+</sup> T cells, and constitutively express PD-L1; engagement of PD-L1&#x2013;PD-1 on CD4<sup>+</sup> T cells promotes GATA-3 up-regulation and Th2 polarization, highlighting an antigen-independent route by which ILC2s program adaptive immunity (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Upon allergen exposure, alarmin-conditioned APCs (APC, antigen-presenting cell) prime Th2/Tfh responses in lymph nodes, whereas ILC2s respond <italic>in situ</italic> within minutes to hours, releasing IL-5/IL-13 (and IL-9) that recruit eosinophils, enhance DC migration, and prepare the tissue niche for incoming Th2 cells (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). This temporal and mechanistic complementarity&#x2014;ILC2s as initiators/amplifiers and Th2 as orchestrators of antigen-specific expansion&#x2014;explains the robustness of type-2 inflammation and its clinical correlates (mucus hypersecretion, AHR, eosinophilia) (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Neuropeptidergic inputs such as CGRP(calcitonin gene-related peptide) further tune ILC2 activity and can be leveraged experimentally to dampen ILC2-dependent pathology (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Importantly, T2-high asthma is not monolithic: early-onset atopic disease with strong IgE/Tfh features can differ from late-onset eosinophilic phenotypes in the degree of ILC2 vs Th2 dominance and upstream epithelial drivers (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Recognizing these overlapping yet distinct mechanisms explains variable responses to biologics that target IL-4R&#x3b1;/IL-13, IL-5/IL-5R, or upstream TSLP, and motivates biomarker-guided selection and switching (<xref ref-type="bibr" rid="B26">26</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Th17/Treg imbalance</title>
<p>In contrast to eosinophilic, Th2-dominant disease, T2-low/neutrophilic asthma is closely linked to a higher Th17/Treg ratio, airway obstruction, and corticosteroid-insensitive features (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). This balance provides a mechanistic lens for endotyping beyond simple Th1/Th2 dichotomy (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Beyond antagonism, Th lineages display context-dependent plasticity: Th17 cues (e.g., IL-6/IL-1&#x3b2;/IL-23) can imprint IL-17&#x2013;producing Th2 or hybrid Th17/Th2 states, whereas type-2 milieus can reciprocally modulate Th17 programs (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). These overlaps help explain mixed granulocytic phenotypes and variable steroid responsiveness (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). Mechanistically, the emergence of IL-17<sup>+</sup> Th2 and Th17&#x2194;Th2 hybrid states is not stochastic; it is fostered by upstream contexts that promote Th17 programming while eroding Treg stability. To make these influences explicit, we next group the determinants into environmental, metabolic, and cytokine drivers that create a milieu permissive for plasticity and disease persistence (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). Environmental: particulate pollution and respiratory pathogens enhance epithelial alarmins and dendritic-cell signals that favor IL-17 responses and reduce Treg stability (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Metabolic: obesity-associated mediators (e.g., leptin) and mitochondrial stress shift differentiation toward Th17 while constraining FOXP3<sup>+</sup> Treg function (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>) (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Cytokine network: IL-6<sup>+</sup> TGF-&#x3b2; initiate Th17, while IL-23 maintains pathogenic programs that are relatively glucocorticoid-refractory (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B32">32</xref>). A Th17-skewed/Treg-deficient axis aligns with neutrophilic inflammation (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>), steroid resistance, and suboptimal responses to Th2-targeted biologics; biomarker-guided strategies are therefore needed to identify patients for alternative or combination approaches (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Although evidence is preclinical, Ephedrae Herba polysaccharides (EHP, botanical polysaccharide fractions isolated from Ephedra (mahuang)), lower IL-17A, increase TGF-&#x3b2;/IL-10, expand Treg, and attenuate airway inflammation in OVA models&#x2014;changes that mechanistically align with a treat-to-endotype rationale for T2-low/steroid-insensitive disease (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). If translated, Th17/Treg-modulating agents such as EHP could serve as adjuncts to standard therapy in biomarker-enriched populations (e.g., high IL-17/Treg ratio); however, dose standardization, pharmacokinetics, herb&#x2013;drug interaction screening, and safety evaluation remain prerequisites for clinical testing (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). ,</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Coordinated regulation of type-2 immune responses by Th2 cells and ILC2s in T2-high asthma. Schematic of how epithelial injury/stress (allergens, air pollution, viral infection) releases TSLP, IL-33, and IL-25, which condition dendritic cells to prime na&#xef;ve CD4<sup>+</sup> T cells into Th2 via OX40L&#x2013;OX40 and directly activate ILC2s. Activated ILC2s provide a rapid, antigen-independent burst of IL-5/IL-13 (and IL-9) that recruits eosinophils, enhances DC trafficking, and prepares the tissue niche before antigen-experienced Th2 cells expand. Th2 (with Tfh help) promotes IgE class-switching in B cells and drives mucus hypersecretion, goblet-cell hyperplasia, and airway hyperresponsiveness, while mast-cell mediators (e.g., PGD<sub>2</sub>, LTD<sub>4</sub>) and eosinophil-derived signals sustain type-2 inflammation and contribute to airway remodeling. The figure emphasizes temporal complementarity&#x2014;ILC2s as rapid initiators/amplifiers and Th2 as antigen-specific organizers&#x2014;and the upstream epithelial&#x2013;immune axis that underlies variable responses to IL-4R&#x3b1;/IL-5/IL-5R and TSLP-targeted therapies. DC, dendritic cell; Tfh, T follicular helper cell; ILC2, group-2 innate lymphoid cell; PGD<sub>2</sub>, prostaglandin D<sub>2</sub>; LTD<sub>4</sub>, leukotriene D<sub>4</sub>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1658774-g001.tif">
<alt-text content-type="machine-generated">Balance scale illustration showing Th17 and Treg cells. Treg cell, marked by FOXP3, is influenced by IL-10 and TGF-&#x3b2; and is heavier, tilting the scale down. Th17 cell, marked by ROR&#x3b3;t, is lighter, producing IL-17 and IL-22. This imbalance highlights changes in immune response regulation.</alt-text>
</graphic></fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Th17/Treg imbalance in asthma pathogenesis. Conceptual balance between FOXP3<sup>+</sup> regulatory T cells (Treg)&#x2014;which release IL-10 and TGF-&#x3b2; to restrain airway inflammation&#x2014;and ROR&#x3b3;t<sup>+</sup> Th17 cells, which produce IL-17 and IL-22 and are linked to neutrophilic inflammation and corticosteroid insensitivity. The seesaw illustrates how a shift toward Th17 dominance (upward arrow) with relative Treg contraction (downward arrow) aligns with T2-low features and airflow limitation, providing a mechanistic lens for endotyping beyond the classical Th1/Th2 dichotomy. FOXP3, forkhead box P3; ROR&#x3b3;t, RAR-related orphan receptor gamma t.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1658774-g002.tif">
<alt-text content-type="machine-generated">Diagram illustrating an allergic airway response. Allergens damage the airway epithelium, leading to dendritic cell trafficking and activation of naive CD4+ T cells, which become Th2 cells. Th2 cells release IL-4, IL-5, and IL-13, activating B cells and mast cells. IL-5 influences eosinophils, and goblet cell hyperplasia causes mucus production. Air pollution and viruses induce IL-25, IL-33, and TSLP, activating ILC2 cells. ILC2 and mast cells release MGD2 and LTD4, contributing to airway remodeling and inflammation. Blood vessel interaction is shown at the bottom.</alt-text>
</graphic></fig>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Tfh cells activity is mechanistically linked to asthma onset</title>
<p>Beyond Th1/Th2, Th2/ILC2 and Th17/Treg axes, humoral immunity critically shapes allergic asthma: Tfh cells license germinal-center reactions and IgE class switching, whereas Bregs counter-regulate this process via IL-10/TGF-&#x3b2; and contact-dependent mechanisms. Thus, the Tfh&#x2013;Breg balance is a fourth pillar connecting T-cell biology to antibody-mediated pathology (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). Tfh differentiation and function require Bcl-6 and IL-21, with IL-4 from Tfh promoting IgE class switching; ICOS&#x2013;ICOSL and PD-1&#x2013;PD-L1 interactions stabilize Tfh&#x2013;B-cell synapses and sustain plasma-cell outputs (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Bregs (IL-10/TGF-&#x3b2;-producing) curb this circuit by limiting excessive Tfh activation and restraining IgE overproduction, thereby maintaining humoral homeostasis (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). When Tfh activity increases and Breg function contracts, the net effect is heightened IgE production and amplification of allergic inflammation (<xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). The magnitude of the Tfh&#x2013;Breg imbalance tracks clinical heterogeneity: early-onset atopic/T2-high asthma typically shows a stronger Tfh&#x2013;IgE axis, whereas phenotypes with overlapping upper-airway disease may display persistent IgE outputs despite standard therapy, underscoring a need for strategies that rebalance Tfh/Breg rather than only suppress type-2 cytokines (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). Experimental and clinical observations indicate that reducing Tfh activity and/or restoring Breg function parallels improvements in symptoms and biomarkers (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). Taken together, these phenotype-linked patterns indicate that therapies which dampen Tfh output and/or restore Breg function are most likely to benefit atopic/T2-high endotypes in whom IgE/Tfh signatures persist despite standard care (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). In this context, recombinant Alt a 1 allergen immunotherapy represents a mechanism-anchored option to recalibrate the Tfh/Breg axis (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). Recombinant Alt a 1 allergen immunotherapy not only decreases allergen-specific IgE but also recalibrates the Tfh/Breg axis&#x2014;down-modulating Tfh activation and enhancing Breg-mediated IL-10/TGF-&#x3b2; signals&#x2014;thereby attenuating airway inflammation (<xref ref-type="bibr" rid="B39">39</xref>). These effects provide a mechanism-anchored rationale for AIT as an adjunct in atopic/T2-high phenotypes characterized by a dominant Tfh&#x2013;IgE program, with the potential to complement biologics targeting IL-4/IL-13 when IgE/Tfh signatures remain high (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>). Future work should prospectively stratify patients using Tfh/Breg-linked biomarkers to test whether Tfh/Breg re-balancing predicts clinical benefit (<xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Cytotoxic T lymphocytes</title>
<p>CD8<sup>+</sup> T cells contribute to airway pathology through functionally distinct subsets. Tc2 cells (IL-5/IL-13) potentiate eosinophilia, mucus hypersecretion, and airway hyperreactivity, mirroring type-2 circuits (<xref ref-type="bibr" rid="B41">41</xref>). Tc9 cells (IL-9) support mast-cell survival and epithelial remodeling, thereby amplifying mucus responses and barrier changes (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Tc17 cells (IL-17A/F) promote neutrophilic inflammation and are frequently linked to glucocorticoid insensitivity (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). In contrast, Tc22 cells (IL-22) primarily act on the epithelial barrier with context-dependent effects on repair versus inflammation (<xref ref-type="bibr" rid="B43">43</xref>). A regulatory arm&#x2014;CD8<sup>+</sup> Tregs (IL-10/TGF-&#x3b2;)&#x2014;can suppress pathogenic T-cell and B-cell activity and restrain airway inflammation (<xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>). Together, these profiles clarify how CD8<sup>+</sup> T cells can either drive inflammation (Tc2/Tc9/Tc17) or promote restraint/repair (Tc22/CD8<sup>+</sup> Tregs) in asthma (<xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>). Recent data indicate that S100A4 marks a dysfunctional effector-memory CD8<sup>+</sup> T cells state in asthma in which mitochondrial metabolism is impaired, leading to reduced T-bet/IFN-&#x3b3; output and defective cytotoxic function (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>). This bioenergetic shift weakens CD8-mediated antiviral/immune-regulatory control and may exacerbate airway inflammation when Tc2/Tc17 programs dominate (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Conversely, experimental restoration of mitochondrial fitness (e. g., enhancing oxidative phosphorylation) can partially rescue IFN-&#x3b3; competence, supporting a mechanistic link between metabolic stress and loss of CD8<sup>+</sup> T cells restraint (<xref ref-type="bibr" rid="B43">43</xref>). Mapping CD8<sup>+</sup> T cells states to mechanism suggests that Tc17 skewing plus S100A4-associated IFN-&#x3b3; deficiency may cooperate to sustain neutrophilic, steroid-refractory disease, whereas Tc2/Tc9 activity amplifies type-2 pathology (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). These insights argue for endotype-informed strategies that pair upstream biologics with metabolic rescue of CD8<sup>+</sup> T cells or approaches that limit Tc2/Tc17 outputs, especially in patients with persistent exacerbations despite guideline therapy (<xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Clinical translation based on asthma immunological mechanisms</title>
<sec id="s3_1">
<label>3.1</label>
<title>Comparison among well-established targeted therapeutic agents</title>
<p>As the immunopathogenesis of asthma has been clarified, targeted therapies have progressed rapidly, showing clinical benefit by modulating defined inflammatory pathways (<xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B84">84</xref>). <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> synthesizes these data. Several conclusions emerge with direct implications for practice:(1)Greatest clinical impact&#x2014;axis-matched biologics. Agents directed at IgE (omalizumab), IL-5/IL-5R (mepolizumab/reslizumab/benralizumab), and IL-4R&#x3b1; (dupilumab) consistently reduce exacerbations and oral-corticosteroid (OCS) exposure in T2-high/eosinophilic or allergic endotypes when used with appropriate biomarker selection (baseline IgE/sensitization, blood eosinophils, FeNO) (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>);(2)Upstream breadth with TSLP. Tezepelumab acts at the epithelial&#x2013;APC interface and improves outcomes across eosinophil strata, including some T2-low patients&#x2014;making it a reasonable option when T2 signals are low or discordant (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>); (3) Biomarker-guided choice and switching are essential. Aligning therapy with the dominant axis (IgE, eosinophils/IL-5, IL-4/IL-13, alarmins) and reassessing after an adequate trial supports rational selection, switching, or combination strategies (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>); (4) Safety/route considerations matter. SC vs IV administration, anaphylaxis observation (anti-IgE), transient eosinophilia/ocular events (IL-4R&#x3b1;), and helminth precautions (IL-5R&#x3b1;) influence long-term use (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>). These observations support selection, switching, or combination based on the dominant axis. Against this backdrop, IL-9&#x2013;directed therapy highlights the distinction between validated and still-exploratory pathways: agents in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> deliver consistent benefit in biomarker-defined endotypes, whereas IL-9 sits at the margin of the Th2/Tc9/ILC2 network with less certain prevalence and weaker biomarker guidance (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>). Regarding anti-IL-9, preclinical murine studies showed marked suppression of airway remodeling (&#x2193;TGF-&#x3b2;1 68%, &#x2193;VEGF 55%) with improved peripheral airway function (<xref ref-type="bibr" rid="B44">44</xref>). These observations underscore the need for endotype-enriched enrollment and mechanistic biomarkers when testing agents beyond the well-validated axes. <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> therefore organizes established therapies by targeted pathway, responsive endotype/biomarker, key clinical effects, and caveats, providing a practical map from mechanism to treatment decisions.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>More mature targeted drugs for asthma.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="7" align="center">More mature targeted drugs for asthma</th>
</tr>
<tr>
<th valign="middle" align="center">Targeted drugs</th>
<th valign="middle" align="center">Mechanism of action</th>
<th valign="middle" align="center">Research progress</th>
<th valign="middle" align="center">Real-world data</th>
<th valign="middle" align="center">Target population</th>
<th valign="middle" align="center">Adverse reactions</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">Anti-IgE monoclonal antibody (Omalizumab)</td>
<td valign="top" align="center">Neutralizes free IgE and down-regulates Fc&#x3f5;RI on mast cells/basophils and dendritic cells, thereby weakening Tfh-driven IgE class switching and downstream Th2 amplification (links to the Tfh&#x2013;Th2 axis).</td>
<td valign="top" align="center">Approved for moderate-to-severe allergic/T2-high asthma; dosing guided by baseline IgE and body weight.</td>
<td valign="top" align="center">For patients with moderate-to-severe allergic asthma, omalizumab treatment significantly reduces the rate of asthma exacerbations, improves lung function and overall asthma control, and enhances quality of life. Real-world evidence supports this efficacy; for instance, one study reported an approximately 50% reduction in the annual asthma exacerbation rate among treated patients.</td>
<td valign="top" align="center">Patients with moderate-to-severe allergic asthma who have elevated IgE levels (&#x2265;30 IU/mL) and positive skin prick test results.</td>
<td valign="top" align="center">The most common adverse effects are injection site reactions. Serious hypersensitivity reactions are rare, occurring in fewer than 0. 1% of patients.</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Anti-IL-5/IL-5R&#x3b1; monoclonal antibodies (Reslizumab, Benralizumab)</td>
<td valign="top" align="center">Anti-IL-5R&#x3b1;:Blocks IL-5, reducing eosinophil maturation/survival and breaking the Th2/Tc2&#x2013;eosinophil effector loop; indirectly lowers type-2 cytokine reinforcement; Anti-IL-5:Neutralizes IL-5 to reduce eosinophil load and the downstream Th2/Tc2 effector axis that drives exacerbations.</td>
<td valign="top" align="center">Benralizumab and Reslizumab are approved for severe eosinophilic asthma; novel long-acting formulations (e. g., reslizumab) are under investigation.</td>
<td valign="top" align="center">Real-world studies demonstrate that anti-IL-5/IL-5R biologics reduce exacerbation rates by approximately 50% and decrease oral corticosteroid requirements, with the most pronounced effects in patients exhibiting elevated blood or sputum eosinophils. For instance, benralizumab shows rapid eosinophil depletion and symptom improvement in real-world settings, while some studies observed long-term stabilization of lung function (FEV<sub>1</sub>)</td>
<td valign="top" align="center">Severe eosinophilic asthma (blood eosinophils &#x2265;300 cells/&#x3bc;L)</td>
<td valign="top" align="center">Headache, arthralgia; rarely eosinophilic granulomatosis with polyangiitis (EGPA)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">IL-4/IL-13 inhibitors (Dupilumab):</td>
<td valign="top" align="center">Inhibits IL-4/IL-13 signaling via IL-4R&#x3b1;; directly dampens Th2 differentiation and Tfh-mediated IgE class switching, and reduces mucus/epithelial remodeling signals.</td>
<td valign="top" align="center">Currently approved for treating moderate-to-severe eosinophilic asthma and atopic dermatitis</td>
<td valign="top" align="center">In real-world settings, dupilumab demonstrates significant efficacy in patients with elevated eosinophils and fractional exhaled nitric oxide (FeNO), reducing exacerbation frequency and improving lung function. Some studies report additional benefits for patients with severe asthma comorbid with nasal polyps or atopic dermatitis;</td>
<td valign="top" align="center">Th2-high phenotype asthma (characterized by blood eosinophils &#x2265;150 cells/&#x3bc;L and/or FeNO &#x2265;25 ppb);</td>
<td valign="top" align="center">Conjunctivitis, injection site reactions, and eosinophilia.</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Anti-leukotriene agents (e. g., the leukotriene receptor antagonist zafirlukast).</td>
<td valign="top" align="center">They inhibit the binding of leukotrienes (such as LTB4, LTC4) to their receptors, thereby reducing bronchoconstriction, mucus secretion, and inflammatory cell infiltration</td>
<td valign="top" align="center">These agents are widely used in clinical practice. Recent research has focused on optimizing combination therapy (e. g., with inhaled corticosteroids (ICS)) and personalized medication regimens.</td>
<td valign="top" align="center">Comprehensive real-world evidence documenting specific outcomes remains limited in the recent literature.</td>
<td valign="top" align="center">Patients with mild-to-moderate asthma, especially those with aspirin-exacerbated respiratory disease (AERD) and exercise-induced bronchoconstriction (EIB)</td>
<td valign="top" align="center">Headache and gastrointestinal disturbances; rare neuropsychiatric symptoms (such as depression, anxiety)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">TSLP Inhibitor (Tezepelumab)</td>
<td valign="top" align="center">Neutralizes TSLP to block epithelial&#x2192;APC priming (e. g., DC OX40L) and limit ILC2 activation and Th2 polarization; provides upstream control that can extend into selected T2-low biology.</td>
<td valign="top" align="center">Approved by the FDA in 2021 for severe asthma regardless of phenotype, including low-eosinophil subgroups, it represents the first asthma-targeted biologic therapy directed against an epithelial cytokine.</td>
<td valign="top" align="center">Preliminary observations indicate Tezepelumab reduces exacerbations and improves symptoms, with potential advantages noted particularly in patients without significantly elevated blood eosinophil counts or fractional exhaled nitric oxide (FeNO). However, real-world evidence is currently limited, and further research is required to validate its efficacy across diverse biomarker-defined subgroups.</td>
<td valign="top" align="center">Severe asthma (irrespective of eosinophil levels).</td>
<td valign="top" align="center">Upper respiratory tract infections, injection site reactions.</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">*Anti-IL-33 antagonists(Itepekimab)</td>
<td valign="top" align="center">Inhibits IL-33 signaling, reducing ILC2 early amplification and subsequent Th2/Tfh polarization (alarmin&#x2192;T-cell axis)</td>
<td valign="top" align="center">Investigational; Phase II clinical trial phases; not approved.</td>
<td valign="top" align="center">Not yet approved for clinical use</td>
<td valign="top" align="center">Refractory asthma characterized by neurogenic inflammation or with comorbid atopic dermatitis (AD).</td>
<td valign="top" align="center">Possibility of increased skin infection risk necessitates long-term safety evaluation.</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B65">65</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">*Anti-IL-9 monoclonal antibodies (Enokizumab )</td>
<td valign="top" align="center">Targets IL-9 to reduce Tc9/Th2/ILC2-linked mucus and mast-cell support; acts at a peripheral node of the type-2 network with lower endotype prevalence.</td>
<td valign="top" align="center">Currently in Phase II clinical trials, not approved.</td>
<td valign="top" align="center">Although in early development, currently lacks robust clinical application data</td>
<td valign="top" align="center">Potential therapeutic option for patients with refractory asthma accompanied by airway remodeling, particularly those with eosinophil- or mast cell-activated phenotypes</td>
<td valign="top" align="center">Associated risks include site injection reactions and a potentially increased risk of mild infections</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">*JAK/TYK2 inhibitors:</td>
<td valign="top" align="center">Inhibit JAK1/2/3 and/or TYK2&#x2013;STAT signaling used by multiple cytokines that shape T-cell programs: dampen Th2/Tfh circuits (IL-4/IL-13 via JAK1/TYK2&#x2192;STAT6; IL-21 via JAK1/JAK3&#x2192;STAT3), blunt eosinophil/Th2 effector tone (IL-5 via JAK2&#x2192;STAT5), and attenuate Th17 maintenance (IL-23 via TYK2/JAK2&#x2192;STAT3); may also reduce ILC2 amplification via TSLP/IL-9 pathways (JAK1/2; JAK1/3).</td>
<td valign="top" align="center">Currently in Phase II clinical trials, not approved.</td>
<td valign="top" align="center">Lack of real-world efficacy data specific to asthma</td>
<td valign="top" align="center">Th2-high phenotype or mixed phenotype asthma</td>
<td valign="top" align="center">Infection risk (e. g., herpes zoster) and dyslipidemia</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The drugs marked with an asterisk (*) before their names in the table indicate that the drugs are in the early clinical trial phases.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Recent advances in asthma therapeutics</title>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>Novel biologics</title>
<p>Novel biologics have become central to the management of severe asthma. By selectively targeting key inflammatory pathways, these agents significantly reduce exacerbations and inhibit airway remodeling, thereby mitigating the chronic progression of the disease (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B69">69</xref>). Among currently approved biologics, anti-IL-5/IL-5R agents (mepolizumab, reslizumab, benralizumab) and the IL-4R&#x3b1; blocker dupilumab deliver consistent benefit in eosinophilic/T2-high disease. The TSLP inhibitor tezepelumab is currently the first epithelial-axis biologic for severe asthma regardless of phenotype, with real-world signals of reduced emergency visits and hospitalizations (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B71">71</xref>). In contrast, the combinations discussed below (e.g., TSLP plus JAK inhibitors or IL-4R&#x3b1; antibodies), bispecific antibodies, and strategies to extend dosing intervals are investigational or early-phase and aim to broaden pathway coverage or improve convenience (<xref ref-type="bibr" rid="B72">72</xref>&#x2013;<xref ref-type="bibr" rid="B76">76</xref>). Preliminary studies also explore adjunctive allergen immunotherapy and epigenetic associations that may inform future molecular stratification (<xref ref-type="bibr" rid="B77">77</xref>&#x2013;<xref ref-type="bibr" rid="B79">79</xref>). Where not explicitly noted as approved, agents in this subsection should be regarded as experimental or in early clinical development.</p>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>Small-molecule drugs</title>
<p>Roughly 10&#x2013;20% of patients with severe asthma respond suboptimally to current therapies, including biologics (<xref ref-type="bibr" rid="B80">80</xref>). While biologics are highly effective for T2-high inflammation, their use is constrained by eligible populations and cost (<xref ref-type="bibr" rid="B81">81</xref>). Small-molecule drugs therefore provide a complementary option: they are often oral, less costly, and can achieve broad tissue penetration, making them attractive for non-T2 disease and in resource-limited settings (<xref ref-type="bibr" rid="B81">81</xref>). Mechanistically, small molecules can target non-T2 inflammatory pathways (e.g., neutrophilic/Th17-linked processes) or epigenetic/enzymatic regulators (such as histone deacetylase inhibition), thereby opening options for patients who are difficult to treat with current biologics (<xref ref-type="bibr" rid="B82">82</xref>). To decide which nodes to drug, discovery now moves beyond pathway lists to human-data&#x2013;driven target prioritization, pairing omics readouts with causal inference so that candidates are anchored in disease biology (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B83">83</xref>). Emerging discovery strategies integrate metabolomics and Mendelian randomization (MR)&#x2014;a genetics-based approach that uses inherited variants as natural instruments to test whether changes in a protein are causally related to disease (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B83">83</xref>). Using this framework, one study nominated IL1R1(Interleukin 1 Receptor Type 1), ECM1(Extracellular Matrix Protein 1), and PDLIM4 (PDZ and LIM Domain Protein 4) as causal asthma targets, with additional signals implicating ECM1 in neuro-immune pathways (<xref ref-type="bibr" rid="B83">83</xref>). Within this framework, a protein emerge with both mechanistic plausibility and translational signal&#x2014;setting the stage for concrete, pathway-directed examples (<xref ref-type="bibr" rid="B83">83</xref>, <xref ref-type="bibr" rid="B84">84</xref>). ATF6, a key node in the unfolded protein response (UPR), supports Th2/Th17 differentiation. The ATF6 inhibitor Ceapin A7 suppressed downstream UPR genes and Th cytokines in human and murine memory CD4<sup>+</sup> T cells, and in chronic asthma models reduced eosinophilia and neutrophilia, indicating potential for steroid-resistant and T2-low asthma (<xref ref-type="bibr" rid="B84">84</xref>). the ATF6 inhibitor Ceapin-A7 remains preclinical/early-phase with supportive murine data showing reduced eosinophilia/neutrophilia and potential relevance to steroid-resistant/T2-low asthma (<xref ref-type="bibr" rid="B84">84</xref>). Overall, unless otherwise stated, small-molecule examples discussed here are investigational or in early clinical testing, representing pragmatic oral/inhaled candidates that warrant biomarker-enriched trials to realize clinical value.</p>
<p>The role of small molecules is shifting from traditional bronchodilation toward immune-modulating agents that can be used as alternatives or add-ons to biologics. Moving forward, biomarker-enriched trials, pragmatic choices of oral/inhaled delivery, and attention to access and cost will be essential to realize their clinical value.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This review has framed asthma heterogeneity through T-cell axes&#x2014;Th2/ILC2, Th17/Treg, Tfh/Breg, and CD8<sup>+</sup> programs&#x2014;and then mapped approved and investigational therapies onto those pathways (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>).Read together, Sections 2 and 3 indicate a simple organizing principle: when disease biology is dominated by a single axis (e.g., eosinophilic or allergic type-2), axis-matched biologics deliver the most reliable benefit; when signals are mixed or weak, upstream epithelial cues (e. g., alarmins) or combination/sequence strategies are more plausible (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). The discussion below focuses on what evidence is still missing and how to generate it efficiently. Three issues recur across studies: (1) endotypes are still inferred from single biomarkers rather than integrated signatures; (2) trials often enroll broad populations, diluting signal; and (3) mechanistic work and clinical testing are loosely coupled, so pathway insights do not systematically shape design, dosing, or switching rules (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Addressing these gaps should be the near-term priority. These gaps point to a focused and tractable agenda. We therefore outline four research priorities that directly remedy them (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). (1) Composite, decision-grade biomarkers for endotype assignment:build and validate integrated panels that reflect the T-cell axes reviewed here (e.g., Th2/Tfh vs Th17/Treg balance, epithelial alarmins, CD8<sup>+</sup> interferon competence). Panels should be calibrated to specific decisions&#x2014;initiate axis-matched therapy, add an upstream agent, or switch after suboptimal response&#x2014;rather than to diagnosis alone (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>); (2) Biomarker-enriched and adaptive trial designs:move beyond one-size-fits-all RCTs (Randomized Controlled Trials) by enriching for <italic>a priori</italic> endotypes and using adaptive platforms that allow response-guided randomization, early futility, and mechanism-based switching rules. Trials should pre-specify how biomarker trajectories (e. g., eosinophils, FeNO, IL-17/Treg ratio) control step-up/step-down decisions (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>); (3) Therapeutic strategies for T2-low and steroid-insensitive disease:prioritize programs that rebalance Th17/Treg and restore CD8<sup>+</sup> interferon function, including metabolic rescue approaches, while testing upstream epithelial blockade as a backbone in mixed-signal populations. Where preclinical signals exist (e. g., agents modulating Th17/Treg or neuro-immune inputs), human proof-of-mechanism should use small, biomarker-rich Phase 2 studies before scale-up (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>); (4) Delivery and durability: matching drug format to pathway kinetics:for pathways driven by episodic epithelial stress, long-acting or inhaled formats may better align exposure with site of action; for systemic immune bias, durable systemic agents may be preferable. Comparative studies should test whether route and persistence (SC/IV vs inhaled/oral; long-acting depots) influence real-world control, adherence, and cost (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>).</p>
<p>The comparative framework in Section 3 and <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> already implies a practical sequence: identify the dominant axis, trial the best-matched agent, and pre-define switch/combination rules when biomarkers and clinical response diverge (<xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>). Where late-phase results have been inconsistent (e. g., IL-33/ST2 or IL-9 programs), the likely explanation is endotype dilution rather than absence of biology&#x2014;reinforcing the need for enrichment and target-engagement checkpoints (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B67">67</xref>). Advanced tools (single-cell/spatial omics, Mendelian randomization, causal proteomics, AI models) should be introduced only insofar as they solve the above priorities: selecting patients, picking doses/targets, and predicting switching benefit (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B83">83</xref>). Heterogeneity in assays, definitions, and endpoints still hampers between-trial comparisons; many promising approaches remain preclinical or early-phase. We therefore emphasize principles and trial logistics rather than exhaustive target lists (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Asthma care improves fastest when mechanism-based endotyping is coupled to explicit clinical decision rules. By grounding trials and clinical algorithms in the T-cell axes reviewed here&#x2014;and by prioritizing composite biomarkers, adaptive designs, T2-low&#x2013;oriented strategies, and delivery matched to pathway kinetics&#x2014;the field can translate immunology into predictable selections, switches, and combinations that matter to patients (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>).</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>QG: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YZ: Software, Validation, Writing &#x2013; review &amp; editing. YG: Validation, Writing &#x2013; review &amp; editing. GF: Supervision, Writing &#x2013; review &amp; editing. X-BZ: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p></sec>
<sec id="s7" 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="s8" 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="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
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