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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Allergy</journal-id><journal-title-group>
<journal-title>Frontiers in Allergy</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Allergy</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2673-6101</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/falgy.2025.1754173</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Endotype-driven decisions in choosing a biologic for airway diseases</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Panaitescu</surname><given-names>Carmen</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/2065143/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Haidar</surname><given-names>Laura</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3060166/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Buzan</surname><given-names>Maria-Roxana</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/3317558/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Zimbru</surname><given-names>R&#x0103;zvan-Ionu&#x021B;</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Iovin</surname><given-names>Valentin-Cristian</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Zimbru</surname><given-names>Elena-Larisa</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/3315879/overview" />
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>L&#x0103;culiceanu</surname><given-names>Alexandru</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3315985/overview" />
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Agache</surname><given-names>Ioana</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1178803/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Center of Immuno-Physiology and Biotechnologies, Department of Functional Sciences, &#x201C;Victor Babes&#x201D; University of Medicine and Pharmacy</institution>, <city>Timisoara</city>, <country country="ro">Romania</country></aff>
<aff id="aff2"><label>2</label><institution>Research Center for Gene and Cellular Therapies in the Treatment of Cancer&#x2014;OncoGen, &#x201C;Pius Brinzeu&#x201D; Timis County Emergency Clinical Hospital</institution>, <city>Timisoara</city>, <country country="ro">Romania</country></aff>
<aff id="aff3"><label>3</label><institution>Allergy &#x0026; Clinical Immunology, Transylvania University</institution>, <city>Brasov</city>, <country country="ro">Romania</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Ioana Agache <email xlink:href="mailto:ibrumaru@unitbv.ro">ibrumaru@unitbv.ro</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-12"><day>12</day><month>01</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2025</year></pub-date>
<volume>6</volume><elocation-id>1754173</elocation-id>
<history>
<date date-type="received"><day>25</day><month>11</month><year>2025</year></date>
<date date-type="rev-recd"><day>16</day><month>12</month><year>2025</year></date>
<date date-type="accepted"><day>16</day><month>12</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Panaitescu, Haidar, Buzan, Zimbru, Iovin, Zimbru, L&#x0103;culiceanu and Agache.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Panaitescu, Haidar, Buzan, Zimbru, Iovin, Zimbru, L&#x0103;culiceanu and Agache</copyright-holder><license><ali:license_ref start_date="2026-01-12">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>The increasing availability of biologic therapies for allergic diseases has highlighted the need for more precise, mechanism-based patient selection. Traditional approaches based on disease phenotypes often fall short in predicting therapeutic response. Escalating healthcare costs together with questions about the efficacy of the current management of allergic diseases prompt to a shift toward endotype-driven and biomarker-guided strategies. This review explores the role of endotypes, defined by distinct immunologic, molecular, or cellular mechanisms, in guiding the use of targeted biologics in asthma and in chronic rhinosinusitis with nasal polyps. Endotype classification based on the type 1, type 2 and type 3 immune response is critical for selecting biologics targeting the IgE, IL-5, IL-4/IL-13, or TSLP pathways. The endotype-driven approach in allergic diseases has tremendous potential if incorporated into comprehensive care pathways, with endotype identification playing a key role in the management decision tree, with improved outcomes and greater patient satisfaction. To this purpose this review provides decision algorithms for the endotype-guided approach at the point of care and discusses the unmet needs with potential practical solutions to support a personalized precision approach.</p>
</abstract>
<kwd-group>
<kwd>asthma</kwd>
<kwd>biologics</kwd>
<kwd>biomarkers</kwd>
<kwd>chronic rhinosinusitis</kwd>
<kwd>endotype-driven therapy</kwd>
<kwd>precision medicine</kwd>
<kwd>type 2 immune response</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="3"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="86"/><page-count count="12"/><word-count count="2588"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Asthma</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>In the evolving landscape of precision medicine, the management of complex immune-mediated diseases such as asthma and chronic rhinosinusitis (CRS) with nasal polyps (CRSwNP) has shifted from generalized treatment strategies to more individualized, mechanism-based approaches. This framework enables clinicians to align therapeutic interventions with the underlying disease biology, thereby enhancing treatment efficacy and patient outcomes.</p>
<p>To understand the critical importance of endotype-driven decisions in selecting the biologic for each patient, it is essential to define key terms (<xref ref-type="boxed-text" rid="box1">Box&#x00A0;1</xref>, <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<boxed-text id="box1" position="float"><label>Box 1</label>
<caption><title>Glossary of terms used to define the endotype-driven management of allergic diseases</title></caption>
<table-wrap position="anchor">
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Term</th>
<th valign="top" align="center">Definition</th>
<th valign="top" align="center">Comments</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Phenotype</td>
<td valign="top" align="left">refers to the observable characteristics or visible traits of a disease, such as clinical presentation and triggers, inflammatory or molecular pattern, which arise due to interactions between the genome and the environment (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>).</td>
<td valign="top" align="left">While phenotypes provide valuable clinical insights, they may not fully capture the underlying pathophysiological processes<break/>Patients with similar phenotypes may have fundamentally different pathophysiological pathways, necessitating different therapeutic approaches.</td>
</tr>
<tr>
<td valign="top" align="left">Endotype</td>
<td valign="top" align="left">analyze deeper, identifying disease subtypes based on distinct functional or pathobiological mechanism (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>).</td>
<td valign="top" align="left">One of the best examples is type 2 (T2) asthma, a complex endotype characterized by eosinophilic inflammation and responsiveness to specific biologics targeting the interleukin (IL) IL-4 IL-13, IL-5 or immunoglobulin (Ig) E driven pathogenetic pathways<break/>Disease endotypes are not fixed entities as they can shift in the same patient following environmental exposure</td>
</tr>
<tr>
<td valign="top" align="left">Regiotype</td>
<td valign="top" align="left">concept introduced to account for regional variations in disease expression, influenced by environmental factors, lifestyle and/or allergen exposures (<xref ref-type="bibr" rid="B5">5</xref>).</td>
<td valign="top" align="left">Acknowledges that geographic and environmental contexts can modulate disease mechanisms.</td>
</tr>
<tr>
<td valign="top" align="left">Theratype</td>
<td valign="top" align="left">prediction of response to targeted intervention based on the pathogenetic pathways.</td>
<td valign="top" align="left">Particularly impactful in managing severe asthma, where biologics are chosen based on the patient&#x0027;s specific endotypic profile (<xref ref-type="bibr" rid="B6">6</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Pharmacotype</td>
<td valign="top" align="left">accounts for variations in drug efficacy and safety due to genetic or biological factors (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>)</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</boxed-text>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>Multidimensional framework for allergic disease stratification. We propose a hierarchical model covering the allergic disease heterogeneity encompassing clinical, biological, environmental and therapeutic dimensions. Phenotypes are defined by observable traits such as symptom patterns and inflammatory profiles, while endotypes are described based on distinct immune mechanisms. Regiotypes reflects environmental and geographical influences, while pharmacotypes explain the variations in drug efficacy due to genetic, anatomic or biological factors. Theratype refers to predicted therapeutic responsiveness based on disease mechanisms. Examples of theratypes include better outcomes with AIT in allergic asthma, with ICS for patients with the T2 gene signature (POSTN, CLCA1, and SERPINB2) or with anti&#x2013;IL-5 biologics in patients with blood eosinophils&#x2009;&#x003E;&#x2009;300/mm<sup>3</sup>.</p>
<p>AD, atopic dermatitis; ADRB2, beta-2 adrenergic receptor gene; AIT, allergen immunotherapy; CLCA1, chloride channel regulator 1; CRS, chronic rhinosinusitis; ICS, inhaled corticosteroids; IL, interleukin; POSTN, periostin; SERPINB2, serpin peptidase inhibitor, clade B, member 2; T2, type 2 immune response.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-06-1754173-g001.tif"><alt-text content-type="machine-generated">Flowchart outlining allergic disease categorization, starting with phenotypes leading to endotypes, which branch into regiotypes and pharmacotypes. Endotype variability considers geographical influences and drug metabolism variations. Decisions are guided by endotype, predicting treatment responses to targeted therapies.</alt-text>
</graphic>
</fig>
<p>The integration of phenotypic, endotypic, regiotypic, theratypic and pharmacotypic information embodies the essence of precision medicine&#x2014;delivering the right treatment to the right patient at the right time. As our understanding of disease mechanisms deepens, these classifications will continue to refine therapeutic strategies, ultimately improving patient care and outcomes (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<p>Asthma and CRS are common chronic inflammatory diseases with a well-recognized clinical relationship (CRS is reported in 50&#x0025; of patients with severe asthma, while asthma is observed in 70&#x0025; of patients with CRSwNP), thus suggesting a common pathogenesis between these diseases. Both diseases are driven by complex airway epithelial cell and immune cell interactions that occur in response to environmental triggers. Allergens, air pollutants, smoking, and microbial dysbiosis can trigger innate immune responses in epithelial cells, leading to the release of damage-associated molecular patterns (DAMPs) and sustained activation of toll-like receptors (TLRs) and NOD-like receptors (NLRs). The unified airway hypothesis provides a fundamental model to understand the endotype-driven management of asthma and CRS aiming to optimize the diagnosis and treatment.</p>
<p>This review aims to guide the clinician in its management decisions by reviewing each of the components important in developing this therapeutic paradigm and by providing several integrated goals for precision or personalized medicine for asthma and CRS.</p>
</sec>
<sec id="s2"><label>2</label><title>Endotype-driven decisions in asthma</title>
<p>Asthma is a heterogeneous airway disease which comprises a diverse array of pathophysiological mechanisms driving the clinical manifestations (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Viewed until recently as a single disease, the advances in precision immunology redefined asthma as a complex syndrome characterized by chronic airway inflammation, remodeling and hyperresponsiveness (AHR) driven by several overlapping key pathogenetic pathways (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Following this concept, asthma management evolved from a one-size-fits-all strategy to precision medicine approaches based on disease endotype (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<sec id="s2a"><label>2.1</label><title>Mechanistic insights&#x2014;major asthma endotypes</title>
<p>An intricate network of factors that interact at all disease levels drives asthma pathogenesis, from genetic susceptibility and immune system dysregulation to environmental factors&#x0027; impact, epithelial barrier, mucus production, airway smooth muscle cells (ASM), extracellular matrix, local nerves and blood vessels. The central elements in asthma pathophysiology are chronic airway inflammation and tissue remodeling which can manifest through distinct pathways that define asthma endotypes. Type 2 (T2) immune response is the most studied and is initiated when the airway epithelial cells are fired upon by environmental factors (allergens, pollutants, and viruses) and release signal molecules known as alarmins [thymic stromal lymphopoietin (TSLP), IL (interleukin)-33 and IL-25], which activate innate lymphoid cells (ILC) type 2 (ILC2) and prone dendritic cells (DCs) to a T2 profile. Acting together, ILC2s and DCs recruit and activate T helper (Th) 2 cells with further secretion of IL-4, IL-13 IL-5, IL- 9 and IL-21 effector cytokines (<xref ref-type="bibr" rid="B15">15</xref>). IL-5 is involved in the recruitment, maturation and survival of eosinophils, while IL-13 is involved in goblet cell hyperplasia, mucus production and AHR. Together with IL-13, IL-4 induces the switch of B cells into IgE-secreting isotype plasma cells. Mast cells (MCs) and basophils are also recruited and activated (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Beyond the T2 immune-inflammatory pathway, type 1 (T1) or type 3 (Th17) pathways may be activated in asthma. Environmental stimuli (pollutants, tobacco smoke, microbes), induce damage to airway epithelial cells activating the innate lymphoid cells type 3 (ILC3) and Th17 cells which secret pro-neutrophilic cytokines (IL-17 and IL-22). The Th1 pathway can be also involved with activation of ILC1, recruitment of CD4&#x002B; Th cells, CD8&#x2009;&#x002B;&#x2009;cytotoxic T cells, natural killer (NK) cells, and macrophages, inflammasome activation and production of interferon (IFN)-&#x03B3; (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Based on the predominant immune-inflammatory pathways involved major asthma endotypes include type-2 high asthma (T2 asthma), type-2 low (T1 and T3 asthma), and mixed endotypes (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). These endotypes share a variety of pathophysiological pathways, including genetic and epigenetic, microbiome metabolic, neurogenic, and remodeling pathways (type V, VI and VII asthma) (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Non-type 2 pathogenetic pathways become noticeable especially in patients with severe T2 asthma, but might be found also in milder cases. A study involving adult patients with stable asthma showed overlapping T2 and non-T2 inflammation in 47.5&#x0025; of the individuals evaluated (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). A population Th2/Th17 dual-positive asthmatic patients was reported following the examination of bronchoalveolar lavage (BAL) fluid and was associated with more severe airway obstruction and AHR (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). In these patients, partial or no response to T2-targeted biologics can be explained by dominant non-T2 pathways driving the chronic inflammation, AHR and remodeling (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). The contribution of non-T2 pathways within the T2 asthma endotype is supported by the efficacy of tezepelumab, an anti-TSLP monoclonal antibody, proved to reduce the exacerbations of asthma independent of blood eosinophil counts (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Biomarkers</title>
<p>Biomarkers play a crucial role in linking asthma endotypes and phenotypes. Among the available biomarkers for T2 immune response in asthma, blood eosinophils, sputum eosinophils, and fractional exhaled nitric oxide (FeNO) are most frequently applied at the point-of care. Each has distinct advantages and limitations that influence their utility for endotype-driven decisions: (1) blood eosinophils are widely available, inexpensive, reproducible, predictive of exacerbation risk and response to anti&#x2013;IL-5/IL-5R biologics, and they can be monitored longitudinally; however, blood eosinophil counts may be influenced by concomitant corticosteroid treatment, intercurrent infections, and various comorbidities, and the optimal cut-off values for clinical decision-making remain variable across studies (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>); (2) sputum eosinophils are considered the gold standard for assessing airway eosinophilic inflammation and correlate closely with disease control and future exacerbations; this parameter is also valuable in guiding inhaled corticosteroids (ICS) titration; however, the method requires specialized laboratory facilities and trained personnel, is technically demanding, and sample quality can be inconsistent, which limits its availability in routine clinical practice and its feasibility for repeated assessments (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>); (3) FeNO provides a non-invasive, rapid, and patient-friendly assessment of T2 airway inflammation, reflecting IL-4/IL-13 activity, it is particularly useful in monitoring adherence to ICS and in predicting responses to therapies targeting IL-4R&#x03B1; and IL-13; despite these advantages, FeNO measurements may be affected by age, atopy, smoking status, and respiratory infections, and elevated values are not specific to asthma, being observed in other eosinophilic airway diseases (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). Taken together, these biomarkers provide complementary information. While sputum eosinophils offer the most direct measure of airway inflammation, blood eosinophils and FeNO are more accessible and practical for routine care. An integrated approach that combines these parameters with clinical context remains most informative for tailoring biologic therapy. They should be used within the regiotype and endotype variability framework. For instance, serum periostin, a biomarker commonly used to identify T2 asthma, has differing diagnostic value depending on ethnicity, age or asthma severity. While periostin effectively discriminates asthmatics from non-asthmatics in Japanese and Caucasian populations, it does not perform similarly in Chinese cohorts. Interestingly, Chinese individuals exhibit higher baseline periostin levels than Caucasians, and these levels also vary by sex within the Chinese population (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Although shown to be related to the T2 pathway in severe asthma periostin proved to be outside of the T2 cluster in patients with moderate asthma (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>A recent hypothesis proposes that various aspects of asthma treatment response, such as lung function improvement, bronchodilator response, AHR, symptom control, oral corticosteroid (OCS) use, and emergency visits, are influenced by a single, quantitative corticosteroid responsiveness theratype (<xref ref-type="bibr" rid="B5">5</xref>). Genetic studies have identified several asthma pharmacotypes based on single nucleotide polymorphisms (SNPs) associated with responses to common asthma treatments (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). Additionally, certain SNPs predict adverse effects of ICS in high doses, such as adrenal suppression (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Asthma theratypes</title>
<p>Currently, the endotype-driven strategies for asthma management use several biologic therapies targeting a specific pathogenetic pathway: anti IgE (omalizumab), anti IL-4/IL-13 (dupilumab), anti IL-5 (benralizumab, depemokimab, mepolizumab, reslizumab), TSLP (tezepelumab), IL-33/ST2 (itepekimab, tozorakimab, astegolimab) (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Currently, 7 biologic agents are approved for asthma by the European Medicines Agency (EMA) and Food and Drug Administration (FDA) (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>), with the majority targeting T2 asthma (<xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>). Only tezepelumab can be used regardless of blood eosinophils.</p>
<p>The major clinical studies on EMA and FDA-approved biologics in asthma are summarised in <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>. <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref> presents a stepwise, endotype- and phenotype-driven algorithm to guide the selection of biological treatments in severe asthma, integrating key biomarkers, clinical characteristics, and practical considerations to support personalized therapy decisions.</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Stepwise algorithm for identifying severe CRSwNP endotypes and selecting targeted biologic therapy. Selection of the biological is guided by T2 biomarkers, regiotype, co-morbidities and treatment accessibility. Treatment response is assessed after 4&#x2013;6 months using nasal polyp size, olfactory function, quality of life (SNOT-22) and the OCS paring effect.</p>
<p>CRSwNP, chronic rhinosinusitis with nasal polyps; IL, interleukin; SNOT-22, 22-item sinonasal outcome test; T2, type 2 immune response.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-06-1754173-g002.tif"><alt-text content-type="machine-generated">Flowchart depicting a four-step process for managing severe asthma not controlled by high-dose inhaled corticosteroids and another controller. Step one confirms asthma subtype. Step two identifies asthma endotype through available T2 biomarkers, regitype, clinical judgment, and healthcare access. Step three matches patient to biological therapies like Mepolizumab, Omalizumab, and Dupilumab. Step four reassesses response after four to six months, considering asthma control, exacerbation reduction, lung function improvement, and OCS reduction. Non-responders may need to switch to a different treatment target.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2d"><label>2.4</label><title>Defining response</title>
<p>Defining the response to targeted treatment in asthma remains a challenge and involves evaluating various clinical outcomes since there is no universally accepted definition. Recent studies showed that measuring the treatment response is complex and include reduced exacerbation frequency (at least a 50&#x0025; reduction in the annual number of exacerbations), improved lung function (increase in forced expiratory volume (FEV&#x2081;)&#x2009;&#x003E;&#x2009;100&#x2005;mL, OCS and ICS reduction, better symptom control and improved quality of life (QoL). Due to the variability of patient responses, the assessment should be performed using a comprehensive definition of response (<xref ref-type="bibr" rid="B47">47</xref>). Real-life data 50&#x0025; of patients do not meet these criteria and are thus considered non-responders. Furthermore, even among responders, improvements may vary not covering all the clinical end-points (partial responders, dissociated response). The concept of &#x201C;deep response&#x201D;, encompassing not only exacerbation reduction but also symptom stability, exercise tolerance, and steroid independence, is gaining traction, particularly in real-world settings. Here, integrating objective measures (exacerbation rate, FEV&#x2081;, T2 biomarkers) with patient-reported outcomes (symptom burden, activity limitation, QoL) offers a more comprehensive framework for assessing the therapeutic benefit (<xref ref-type="bibr" rid="B48">48</xref>).</p>
<p>As no universally validated criteria for defining optimal response currently exist, several guidelines and consensus documents for biologics in severe asthma recommend incorporating shared decision making as a core element of response assessment (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B49">49</xref>). The EAACI guidelines advocate for establishing individual, predefined treatment targets in partnership with each patient, based on their priorities and treatment goals, whether these focus on reducing exacerbations, minimizing corticosteroid use, improving QoL, or restoring functional capacity. This patient-centered approach is particularly relevant in a heterogeneous disease such as asthma, where treatment success may vary considerably between individuals.</p>
<p>Finally, the long-term disease modification and prevention of progression (e.g., airway remodeling, lung function decline) deemed as clinical, biological or complete remission is increasingly recognized an attainable target for endotype-driven asthma care (<xref ref-type="bibr" rid="B50">50</xref>).</p>
</sec>
</sec>
<sec id="s3"><label>3</label><title>Endotype-driven decisions in chronic rhinosinusitis</title>
<p>Chronic rhinosinusitis (CRS) is a chronic inflammatory condition involving the nasal passages and sinuses, with multiple contributing factors and with a significant impact both patient&#x0027;s QoL and healthcare system (<xref ref-type="bibr" rid="B51">51</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>). For the management at the point-of-care, CRS is broadly classified as CRS with nasal polyps (NP) (CRSwNP) or without (CRSsNP). This binary framework fails to capture the heterogeneity in the disease&#x0027;s pathogenic mechanisms. The recent paradigm shift toward endotype-based classification reflects the pathobiological mechanisms driving chronic inflammation and tissue remodeling and has enabled more precise therapeutic targeting, especially for refractory CRS (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>).</p>
<sec id="s3a"><label>3.1</label><title>Mechanistic insights&#x2014;major CRS endotypes</title>
<p>CRS is increasingly recognized as a heterogeneous chronic inflammatory disorder rather than a single disease entity, with distinct pathogenic mechanisms driven by several immune-inflammatory pathways and complex remodeling processes. The understanding of CRS pathogenesis has evolved from a purely obstructive-infectious paradigm to a multidimensional model incorporating epithelial barrier dysfunction, type 1, 2 and 3 innate and adaptive immune response, mucus abnormalities, tissue remodeling, and microbial dysbiosis (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B56">56</xref>).</p>
<p>The current endotypic classification of CRS defines subgroups according to the underlying immune mechanisms, such as T1 (IFN-&#x03B3;-driven), T2 (IL-4/13, IL-5 or IgE driven) or T3 (IL-17-driven) (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B55">55</xref>). Though challenging to implement at the point of care, endotyping represents the future of personalized therapy for CRS as it offers deeper insights into pathogenesis and guides targeted interventions (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>The T2 CRS endotype is the most well-characterized CRS endotype and is usually encountered in Western populations. It is characterized by a robust ILC2- and Th2 driven immune response, in which epithelial-derived cytokines TSLP, IL-33 and IL-25 initiate the T2 downstream signaling cascades (<xref ref-type="bibr" rid="B58">58</xref>). Notably, IL-5 and granulocyte-macrophage colony-stimulating factor (GM-CSF) promote eosinophil survival and activation, while IL-13 impairs epithelial barrier integrity by downregulating tight junction proteins such as claudins and occludin (<xref ref-type="bibr" rid="B59">59</xref>). T2-driven inflammation is closely associated with specific tissue remodeling patterns. These include basement membrane thickening, subepithelial edema, collagen deposition, and the accumulation of fibrin due to reduced fibrinolytic activity (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B60">60</xref>). Downregulation of tissue plasminogen activator (tPA) and increased expression of coagulation components contribute to NP formation. Of note, remodeling in T2 CRS is actively modulated by cytokine-induced epithelial-mesenchymal transition (EMT), myofibroblast activation, and angiogenesis (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B59">59</xref>).</p>
<p>T1 CRS endotype is defined by IFN-&#x03B3; secretion from Th1 and by involvement of cytotoxic T lymphocytes (CTLs), macrophages and NK cells (<xref ref-type="bibr" rid="B56">56</xref>). This endotype is frequently associated with inflammasome activation and epithelial barrier disruption and has been reported to have increased frequency of intracellular pathogens or viral infection. CRSsNP, particularly in Asian populations (<xref ref-type="bibr" rid="B58">58</xref>), may exhibit a predominant T1 endotype. Eosinophils are sparse in this endotype. Elevated IL-12, TNF-&#x03B1;, and CXCL10 can serve as biomarkers for this endotype. Histologic biomarkers are epithelial denudation, mononuclear cell infiltration, and increased fibrosis. MMP-1 and IFN-<italic>&#x03B3;</italic> are inversely correlated with the NP burden, suggesting protective or regulatory roles (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>T3 CRS endotype is defined by IL-17A and IL-17F secretion from Th17 and ILC3, is usually associated with extracellular bacteria and fungal infections (<xref ref-type="bibr" rid="B53">53</xref>). The T3 immune response involves neutrophil recruitment through IL-8, granulocyte colony-stimulating factor (G-CSF), and serum amyloid A (SAA). Recent evidence highlights the involvement of neutrophil extracellular traps (NETs), myeloperoxidase (MPO), and matrix metalloproteinases (MMP) 8, 9 and 3 as key mediators of T3-induced mucosal damage. The remodeling pattern in T3 CRS is distinct from T2 and T1, with excessive fibronectin deposition, basal lamina fragmentation, and increased expression of tissue inhibitors of metalloproteinases (TIMPs) (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B59">59</xref>).</p>
<p><italic>Staphylococcus aureus</italic> colonization is particularly important in CRSwNP, where its enterotoxins function as superantigens to amplify Th2 responses, drive local specific IgE synthesis, and impair host immunity. Additionally, <italic>S. aureus</italic>-induced IL-33 and TSLP production sustains chronic inflammation and tissue remodeling (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>).</p>
<p>Cluster-based analyses have refined the description of CRS endotypes. A landmark multicenter study in China identified five distinct clusters based on a combination of inflammatory and remodeling markers (<xref ref-type="bibr" rid="B56">56</xref>). Clusters 1 and 2 were characterized as non-T2, with high levels of IL-19 and IL-27, suggesting predominant regulatory or homeostatic profiles. IL-27 suppresses both T2 and Th17 responses and was inversely correlated with disease severity and recurrence. Cluster 3 was characterized by a low-T2/high-neutrophilic endotype, with the highest levels of MPO, IL-8, MMPs, and fibronectin. This endotype was associated with severe tissue remodeling and NET formation. Cluster 4 corresponded to moderate T2 inflammation, while cluster 5 exhibited the full T2 signature, including high levels of IL-5, GM-CSF, ECP, total IgE, and EETs (<xref ref-type="bibr" rid="B56">56</xref>).</p>
<p>CRS endotypes are influenced by environmental exposures&#x2014;CRS regiotypes. In Western populations, CRSwNP is predominantly eosinophilic and T2-high, while in East Asia, CRSwNP often exhibits mixed T1/T3 features with low eosinophilia (<xref ref-type="bibr" rid="B58">58</xref>). Environmental exposures, microbial patterns, and genetic background likely contribute to these regional variations. For example, cluster 3 CRS in Chinese patients demonstrated significantly higher neutrophilic markers than those reported in European cohorts, emphasizing the need for region-specific endotyping strategies (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B64">64</xref>).</p>
<p>Clinically, T2 CRS is characterized by bilateral NP and frequent association with comorbidities such as asthma or non-steroidal anti-inflammatory drug (NSAID)-exacerbated respiratory disease (N-ERD). These patients often experience severe symptoms, particularly anosmia and nasal blockage, have high rates of disease recurrence post-surgery or need frequent OCS courses (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>). Non-T2 CRS typically presents without NPs and may be associated with pronounced tissue remodeling, including subepithelial fibrosis, goblet cell hyperplasia, and glandular hypertrophy.</p>
</sec>
<sec id="s3b"><label>3.2</label><title>Biomarkers</title>
<p>Tissue eosinophilia, increased expression of periostin, eosinophil cationic protein (ECP) and CCL26 in NP tissue in and nasal secretions, the presence of eosinophil extracellular traps (EETs) and increased IgE levels, particularly specific IgE to microbial and self-antigens, serve as a robust signature biomarkers for the T2 CRS endotype (<xref ref-type="bibr" rid="B56">56</xref>). Blood eosinophilia and increased total serum IgE are frequently associated with T2 CRS, although the role of total IgE is questionable as it was not related to severity (<xref ref-type="bibr" rid="B67">67</xref>). Contrary to FeNO in asthma, nasal NO has not been shown to be helpful to identify the T2 endotype because the main source of production of nasal NO is the sinuses that are closed off when CRS occurs (<xref ref-type="bibr" rid="B68">68</xref>). In some more specialized centers tissue and serum periostin levels, IL-5 or IL-33 serum levels can be used (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>).</p>
<p>Neutrophils are typically predominant in 50&#x0025; of patients with CRS without nasal polyps, but also are found to play a role in patients with severe type 2 CRS with nasal polyp disease. Programmed cell death ligand 1, platelet-derived growth factor subunit &#x03B2; [PDGF-&#x03B2;], macrophage inflammatory protein-3b, and PDGF-&#x03B1; were significantly predictive of the surgical outcome in non-eosinophilic CRS (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>).</p>
</sec>
<sec id="s3c"><label>3.3</label><title>CRS theratypes</title>
<p>The major theratypes of CRS are broadly categorized into T2 and non-T2 (<xref ref-type="bibr" rid="B73">73</xref>). This endotypic stratification aligns with principles of precision medicine and is increasingly integrated into clinical decision-making frameworks, such as those outlined in the 2020 European Position Paper on Rhinosinusitis and Nasal Polyps (EPOS 2020) (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B74">74</xref>&#x2013;<xref ref-type="bibr" rid="B76">76</xref>).</p>
<p>The therapeutic landscape for T2 CRS has been transformed by the introduction of biologic agents targeting key cytokines and immune pathways. The current EMA and FDA-approved biologics for CRSwNP are summarized in <xref ref-type="sec" rid="s11">Supplementary Table S3</xref>; the major clinical studies on EMA-approved biologics in CRSwNP can be found in <xref ref-type="sec" rid="s11">Supplementary Table S4</xref>. Dupilumab, an anti-IL-4R&#x03B1; monoclonal antibody, has emerged as a first-line biologic for severe CRSwNP, demonstrating robust efficacy in reducing NP size, improving nasal airflow, and decreasing OCS dependence (<xref ref-type="bibr" rid="B77">77</xref>). Other approved agents include anti-IL-5 (mepolizumab, reslizumab) and anti-IgE (omalizumab) biologics. For T2 CRS, the integration of biomarker-driven algorithms supports the rational use of biologics, particularly in patients with bilateral NPs, elevated blood eosinophils or OCS dependence. The choice of the tailored intervention depends on biomarker profiles such as tissue eosinophil counts, blood eosinophil levels (&#x2265;250/&#x03BC;L), or serum IgE concentrations (&#x2265;100&#x2005;IU/mL) (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B78">78</xref>).</p>
<p>Management of non-T2 CRS emphasizes infection control, mitigation of environmental exposures, and surgical intervention when appropriate (<xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B75">75</xref>). Patients with non-T2 CRS have a suboptimal response to OCS and are generally not candidates for currently available biologic therapies. Instead, long-term low-dose macrolide antibiotics, particularly clarithromycin, have been utilized for their anti-inflammatory and immunomodulatory properties, although high-quality evidence remains limited. Endoscopic sinus surgery (ESS) remains a mainstay for refractory cases, often serving both diagnostic and therapeutic purposes. A pragmatic, three-arm, randomised, placebo-controlled phase 4 trial, evaluated adults with CRS receiving ESS vs. clarithromycin or placebo. ESS proved clinical effectiveness, providing significantly improved disease-specific quality of life at 6 months. Conversely, the trial findings did not support routine long-term use of low-dose clarithromycin (<xref ref-type="bibr" rid="B79">79</xref>). Emerging investigational approaches include targeted inhibition of IL-17 and TNF-&#x03B1; pathways, although these are not yet validated for clinical use (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B72">72</xref>).</p>
<p><xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref> presents a stepwise, endotype- and phenotype-driven algorithm to guide the selection of biological treatments in CRSwNP, integrating key biomarkers, clinical characteristics, and practical considerations to support personalized therapy decisions.</p>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>Stepwise algorithm for identifying severe asthma endotypes and guiding biologic therapy selection. We propose an endotype-based approach for managing severe asthma uncontrolled despite high-dose ICS plus another controller (e.g., LABA, LAMA, LTRA or OCS). Biologic selection is guided by T2 biomarkers, regiotype (ethnicity or exposure), clinical judgment and treatment accessibility, linking inflammatory mechanisms with targeted agents such as mepolizumab, reslizumab, benralizumab, omalizumab, dupilumab and tezepelumab. Treatment response is evaluated after 4&#x2013;6 months, based on achieving asthma control, exacerbation rate, lung function and OCS use reduction. Non-responders should be assessed for adherence, comorbidities or alternative biological targets following EAACI guidelines (<xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>EAACI, European academy of allergy and clinical immunology; FeNO, fractional exhaled nitric oxide; ICS, inhaled corticosteroids; IL, interleukin; LABA, long-acting &#x03B2;<sub>2</sub>-agonist; LAMA, long-acting muscarinic antagonist; LTRA, leukotriene receptor antagonist; OCS, oral corticosteroids; T2, type 2 inflammation.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-06-1754173-g003.tif"><alt-text content-type="machine-generated">Flowchart detailing a treatment plan for an adult patient with severe CRSwNP. The process includes confirming indication of type 2 inflammation, identifying endotypes and patient characteristics using biomarkers, regiotypes, clinical judgment, and healthcare access. Biologicals such as Mepolizumab, Omalizumab, and Dupilumab are administered based on individual needs. After four to six months, response is reassessed by evaluating nasal polyp size, sense of smell, quality of life, and corticosteroid use. Points are assigned for improvement, and next steps are determined based on EPOS guidelines.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d"><label>3.4</label><title>Defining response</title>
<p>Defining treatment response in endotype-driven management combines clinical, radiologic, biomarker and patient-reported outcomes.</p>
<p>For T2 CRS response is assessed via nasal endoscopy (Lund-Kennedy/polyp scores), symptom scales (SNOT-22, VAS) and CT imaging (Lund-Mackay). EPOS 2020 outlines five key response criteria: polyp reduction, improved olfaction, fewer steroids, better QoL and comorbidity control, improvement in &#x2265;3 defines success. Biologics like dupilumab show high efficacy in T2-high patients, particularly those with eosinophilia or asthma. Biomarker trends (e.g., decreased IgE, periostin) further guide therapeutic decisions, though transient eosinophilia post-dupilumab does not indicate failure. Non-T2 CRS requires distinct metrics, such as reduction in the neutrophilic markers (IL-8, MMP-9) over 6&#x2013;12 weeks (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B80">80</xref>).</p>
<p>Surgical response varies by endotype: T2 CRSwNP often recurs post-ESS without biologics, while non-T2 CRS may reach long-term relief.</p>
<p>CRS control frameworks (e.g., EUFOREA) now emphasize stability, exacerbation rates, and PROMs over isolated metrics (<xref ref-type="bibr" rid="B80">80</xref>). Emerging tools, such as AI-guided endoscopy and nasal biomarker signatures, hold the promise for real-time monitoring of the efficacy of targeted interventions.</p>
<p>Given the heterogeneity of CRSwNP and its frequent overlap with comorbid conditions, shared decision making is likewise essential when establishing individualized treatment goals for biologic therapy. Targets such as reduction in NP size, symptom relief (nasal obstruction, loss of smell), decreased need for OCS or surgery, and improved QoL should be defined in partnership with the patient, ensuring that response assessment reflects outcomes meaningful to them (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B80">80</xref>).</p>
<p>Ultimately, CRS management is evolving toward dynamic, personalized algorithms, integrating biomarkers, biologics and advanced diagnostics for precision care.</p>
</sec>
</sec>
<sec id="s4"><label>4</label><title>Clinical implementation</title>
<p>The introduction of targeted treatment for asthma and CRS increases the need for biomarkers at the point of care validated for patient selection, prediction of outcomes and monitoring, to allow for an adequate choice of the duration of these costly and long-lasting therapies (<xref ref-type="bibr" rid="B81">81</xref>).</p>
<p>For asthma FeNO and blood eosinophils are the only two tests that are currently easily accessible at the point of care. A recent systematic review and meta-analysis confirmed their value for clinical risk stratification and for targeted exacerbation risk reduction (<xref ref-type="bibr" rid="B82">82</xref>). Health economics evaluations showed that, given its ability to improve the accurate diagnosis of asthma, monitor treatment response, optimize ICS dosing, and identify patient nonadherence, the FeNO testing strategy may improve the management of asthmatic patients leading to significant savings for the national healthcare systems (<xref ref-type="bibr" rid="B83">83</xref>).</p>
<p>To date, no asthma or CRS biomarker has been evaluated in a prospectively collected cohort of the target population using the rigorous &#x201C;Prospective-specimen-collection, Retrospective-blinded evaluation&#x201D; (PRoBE) design. Furthermore, the intended use of each biomarker&#x2014;such as for risk stratification or predicting treatment response&#x2014;needs to be clearly defined. As depicted in our proposed management algorithm biomarkers should not be used in isolation from clinical characteristics, including age, age of disease onset, the presence of co-morbidities and of the various environmental triggers defining the regiotypes. In the decision-making process, endotypes should be integrated with the assessment of future risk (exacerbation-prone or fast lung function decline) and of the suboptimal response to treatment.</p>
<p>Overall, an adequate balance between guideline informed severity-tailored treatment and precision medicine-based individualized approaches is required.</p>
</sec>
<sec id="s5"><label>5</label><title>Unmet needs, future directions</title>
<p>Despite the transformative impact of biologics in asthma and CRS, several unmet needs remain. First, a significant subset of patients fails to achieve adequate disease control, and even less achieve biological or complete remission, although treated according to current biomarker-driven algorithms. This highlights the complexity and overlap of inflammatory pathways, especially in mixed or non-T2 endotypes, which remain poorly characterized and insufficiently targeted by existing therapies.</p>
<p>Biomarker validation and qualification is another critical gap. Current biomarkers such as blood eosinophils, FeNO, periostin, or total or specific IgE offer only partial predictive value. There is a compelling need for reliable, accessible at the point of care, and dynamic biomarkers (reflecting the variability of disease endotypes in time or with exposure) to better predict targeted treatment response and guide switches or combinations.</p>
<p>Additionally, long-term safety and efficacy data for biologics in diverse populations&#x2014;including pediatric, elderly, and multimorbid patients&#x2014; and in real-life, outside strictly controlled clinical trials, are limited. Questions remain about optimal treatment duration and disease modification potential.</p>
<p>One promising avenue for further optimizing endotype-driven therapy is the strategic use of allergen immunotherapy (AIT) in combination with biologics. Although traditionally viewed separately from monoclonal antibody therapies, AIT is itself a biologic intervention, capable of inducing long-term immune tolerance through modulation of allergen-specific immune pathways. Recent studies on using combinations of AIT and biologics for allergies demonstrate that initiating AIT under the protective effect of a biologic (such as omalizumab or tezepelumab) can enhance both the safety and the efficacy of achieving immune tolerance, potentially allowing for sustained disease modification beyond what biologics alone can achieve. Exploring such combined approaches may help expand the therapeutic options for patients with complex allergic endotypes (<xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B85">85</xref>).</p>
<p>Furthermore, novel targets should be added, such as enhanced focus on restoring the epithelial barrier, assessment of the mechanisms of asthma and CRS inception, holistic prevention measures following the Planetary Health and the Nature Based Solutions models.</p>
<p>Future directions include expanding indications for existing biologics, developing novel agents targeting upstream drivers (e.g., TSLP, IL-33), and embracing systems biology approaches to refine endotyping. Integrating clinical, molecular, and digital tools into decision-making may usher in a new era of personalized therapy for chronic inflammatory diseases, bridging the gap between mechanism and meaningful clinical outcomes (<xref ref-type="bibr" rid="B86">86</xref>).</p>
<p>In the current funding model even simple spirometry or nasal endoscopy access is limited. However, our community should continue to educate and advocate for objective measurements at the point-of care defining the disease endotype, with more sophisticate investigations recommended for severe asthma and CRS patients starting a biological or who exacerbate on biologics. While some barriers remain, the return to investment is high, particularly by reducing exacerbations, emergency departments visits, and poor disease control and by improving QoL (<xref ref-type="bibr" rid="B81">81</xref>).</p>
</sec>
<sec id="s6" sec-type="conclusions"><label>6</label><title>Conclusion</title>
<p>Endotype-driven strategies represent a paradigm shift in managing asthma, atopic dermatitis, and chronic rhinosinusitis. By aligning therapies with underlying mechanisms, clinicians can personalize care, enhance efficacy, and minimize overtreatment. Continued research into biomarkers and novel targets is essential to refine these approaches and reach broader patient populations.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>CP: Conceptualization, Data curation, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. LH: Writing &#x2013; original draft, Data curation, Writing &#x2013; review &#x0026; editing. M-RB: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. R-IZ: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. V-CI: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. E-LZ: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. AL: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. IA: Methodology, Data curation, Writing &#x2013; review &#x0026; editing, Conceptualization, Writing &#x2013; original draft.</p>
</sec>
<sec id="s9" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<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/falgy.2025.1754173/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/falgy.2025.1754173/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/413205/overview">Alexander G. Mathioudakis</ext-link>, The University of Manchester, United Kingdom</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2576320/overview">Victor Gonzalez</ext-link>, Universidad La Salle, Mexico</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1340818/overview">Saara Sillanp&#x00E4;&#x00E4;</ext-link>, Tampere University Hospital, Finland</p></fn>
</fn-group>
<fn-group>
<fn fn-type="abbr" id="abbrev1"><p><bold>Abbreviations</bold> AHR, airway hyperresponsiveness; ASM, airway smooth muscle; BAL, bronchoalveolar lavage; CRS, chronic rhinosinusitis; CRSwNP, chronic rhinosinusitis with nasal polyps; DAMP, damage-associated molecular pattern; DCs, dendritic cells; ECP, eosinophil cationic protein; EET, eosinophil extracellular trap; EMA, European medical agency; FDA, food and drug administration; G-CSF, granulocyte colony-stimulating factor; GM-CSF, granulocyte-macrophage colony-stimulating factor; ICS, inhaled corticosteroids; IFN, interferon; Ig, immunoglobulin; IGA, Investigator&#x0027;s global assessment; IL, interleukin; ILC, innate lymphoid cells; ILC2, type 2 innate lymphoid cells; MCs, mast cells; N-ERD, NSAID-exacerbated respiratory disease; NET, neutrophil extracellular trap; NK, natural killer; NLR, NOD-like receptor; NP, nasal polyps; NSAID, non-steroidal anti-inflammatory drug; OCS, oral corticosteroids; QoL, quality of life; SAA, serum amyloid A; SNPs, single nucleotide polymorphisms; STAT, signal transducer and activator of transcription; TARC/CCL17, thymus and activation-regulated chemokine; Th, T helper cell; TLR, toll-like receptor; TSLP, thymic stromal lymphopoietin; Type 2, T2.</p></fn>
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