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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2026.1747200</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>Familial interstitial lung disease: emerging insights into screening and genetic risk</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hern&#x00E1;ndez Cristancho</surname>
<given-names>Ana Paola</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Planas-Cerezales</surname>
<given-names>Lurdes</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Molina-Molina</surname>
<given-names>Maria</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1221249"/>
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<contrib contrib-type="author">
<name>
<surname>Borie</surname>
<given-names>Raphael</given-names>
</name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Wuyts</surname>
<given-names>Wim A.</given-names>
</name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Jodar</surname>
<given-names>Meritxell</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sellares</surname>
<given-names>Jacobo</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3281801"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hernandez-Gonzalez</surname>
<given-names>Fernanda</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1452272"/>
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<aff id="aff1"><label>1</label><institution>Department of Respiratory Medicine, Respiratory Institute, Hospital Clinic</institution>, <city>Barcelona</city>, <country country="es">Spain</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Respiratory Medicine, Hospital de Viladecans</institution>, <city>Viladecans</city>, <country country="es">Spain</country></aff>
<aff id="aff3"><label>3</label><institution>ILD Unit, Department of Respiratory, Biomedical Research Institute of Bellvitge (IDIBELL), University Hospital of Bellvitge</institution>, <city>Barcelona</city>, <country country="es">Spain</country></aff>
<aff id="aff4"><label>4</label><institution>University of Barcelona</institution>, <city>Barcelona</city>, <country country="es">Spain</country></aff>
<aff id="aff5"><label>5</label><institution>Centro Investigaci&#x00F3;n Biom&#x00E9;dica en Red Enfermedades Respiratorias (CIBERES)</institution>, <city>Barcelona</city>, <country country="es">Spain</country></aff>
<aff id="aff6"><label>6</label><institution>Universit&#x00E9; Paris Cit&#x00E9;, UMR Inserm, CRI</institution>, <city>Paris</city>, <country country="fr">France</country></aff>
<aff id="aff7"><label>7</label><institution>Service de Pneumologie Allergologie et Transplantation, H&#x00F4;pital Bichat, AP-HP, Centre Constitutif du Centre de R&#x00E9;f&#x00E9;rence des Maladies Pulmonaires Rares, FHU INFIRE</institution>, <city>Paris</city>, <country country="fr">France</country></aff>
<aff id="aff8"><label>8</label><institution>Unit for Interstitial Lung Diseases, Department of Respiratory Medicine, University Hospitals Leuven</institution>, <city>Leuven</city>, <country country="be">Belgium</country></aff>
<aff id="aff9"><label>9</label><institution>Department of Biochemistry and Molecular Genetics, CDB, Hospital Cl&#x00ED;nic de Barcelona</institution>, <city>Barcelona</city>, <country country="es">Spain</country></aff>
<aff id="aff10"><label>10</label><institution>Instituto de Investigaciones Biom&#x00E9;dicas August Pi i Sunyer (IDIBAPS)</institution>, <city>Barcelona</city>, <country country="es">Spain</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Jacobo Sellares, <email xlink:href="mailto:sellares@clinic.cat">sellares@clinic.cat</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-17">
<day>17</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1747200</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>14</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Hern&#x00E1;ndez Cristancho, Planas-Cerezales, Molina-Molina, Borie, Wuyts, Jodar, Sellares and Hernandez-Gonzalez.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Hern&#x00E1;ndez Cristancho, Planas-Cerezales, Molina-Molina, Borie, Wuyts, Jodar, Sellares and Hernandez-Gonzalez</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-17">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>Familial pulmonary fibrosis (FPF) is increasingly recognized as a distinct entity within the spectrum of interstitial lung diseases (ILDs), characterized by a significant genetic contribution involving genetic variation telomere-related genes, surfactant protein genes, and the <italic>MUC5B</italic> promoter polymorphism. These variants influence disease susceptibility, clinical course, and prognosis. Moreover, high-resolution computed tomography (HRCT) has revealed interstitial lung abnormalities (ILAs) as early manifestations in at-risk relatives, particularly amongst individuals with pathogenic variants, highlighting its central role in early detection. Despite substantial progress, significant challenges persist, particularly regarding the unidentified genetic variants in a considerable proportion of cases and the psychosocial impact associated with familial screening. Some studies suggest that HRCT-based surveillance from age 50 and genetic testing in affected individuals. Looking ahead, integrative approaches combining genetic, radiologic, functional, and biomarker data may enhance risk stratification and enable early intervention, moving towards a paradigm where FPF becomes a preventable condition rather than a relentlessly treatable progressive disease. This review addresses FPF, integrating advances in genetics, radiology, and clinical management. It highlights key developments in telomere biology, surfactant genes, and <italic>MUC5B</italic>, and discusses evidence-based strategies for screening and prevention, providing relevant insights for clinicians and researchers in ILD.</p>
</abstract>
<kwd-group>
<kwd>familial pulmonary fibrosis</kwd>
<kwd>genetic screening</kwd>
<kwd>idiopathic pulmonary fibrosis</kwd>
<kwd>interstitial lung abnormalities</kwd>
<kwd>interstitial lung disease</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by Instituto de Salud Carlos III, FEDER Funds (FIS17/00369, FIS19/01152), SEPAR, SOCAP.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="10"/>
<word-count count="7922"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pulmonary Medicine</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Interstitial lung diseases (ILDs) encompass a heterogeneous group of disorders characterised by variable degrees of inflammation and fibrosis of the pulmonary interstitium (<xref ref-type="bibr" rid="ref1">1</xref>). Despite their clinical, radiological, and physiological overlap (<xref ref-type="bibr" rid="ref2">2</xref>), their aetiology is diverse. Environmental exposures and autoimmune conditions are well-recognised risk factors, but genetic predisposition has emerged as a key determinant of disease susceptibility and progression (<xref ref-type="bibr" rid="ref3">3</xref>). Within this evolving landscape, interstitial lung abnormalities (ILAs) have been identified as an important radiological entity, defined as non-dependent, bilateral parenchymal abnormalities detected on high-resolution computed tomography (HRCT), including ground-glass or reticular opacities, lung distortion, traction bronchiectasis, and/or honeycombing involving more than 5% of a lung zone by visual assessment, but not meeting the diagnostic criteria for ILD (<xref ref-type="table" rid="tab1">Table 1</xref>) (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Definition of interstitial lung disease (ILD) in those patients with interstitial lung abnormalities (ILA).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Domain</th>
<th align="left" valign="top">Criteria</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Symptoms</td>
<td align="left" valign="middle">Any amount of dyspnoea and/or cough that a clinician attributes to ILD</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Physiology</td>
<td align="left" valign="middle">Any abnormality in FVC, TLC, or DLCO attributed to ILD (value or <italic>z</italic>-score below the lower limit of normal)</td>
</tr>
<tr>
<td align="left" valign="middle">Meets physiologic criteria for progressive pulmonary fibrosis attributed to ILD</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Imaging (HRCT scan)</td>
<td align="left" valign="middle">Fibrotic abnormalities (honeycombing and/or reticulation with traction bronchiectasis) involving &#x2265;5% of total lung volume by visual estimate</td>
</tr>
<tr>
<td align="left" valign="middle">Progressive fibrotic abnormality on serial HRCT</td>
</tr>
<tr>
<td align="left" valign="middle">Presence of a major fibrotic ILD pattern (UIP/probable UIP, fibrotic HP, fibrotic NSIP)</td>
</tr>
<tr>
<td align="left" valign="middle">Pathology</td>
<td align="left" valign="middle">Presence of a major fibrotic ILD pattern (UIP/probable UIP, fibrotic HP, fibrotic NSIP)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The diagnosis of ILD requires the presence of at least one of the following criteria. Adapted from Podolanczuk et al. (<xref ref-type="bibr" rid="ref67">67</xref>).</p>
<p>Additional diagnostic evaluation may be necessary to define the specific ILD subtype, as the diagnosis of non-fibrotic ILD requires the integration of clinical, radiologic, and pathological domains.</p>
<p>HRCT, high-resolution computed tomography; HP, hypersensitivity pneumonitis; ILA, interstitial lung abnormality; ILD, interstitial lung disease; NSIP, nonspecific interstitial pneumonia; UIP, usual interstitial pneumonitis.</p>
</table-wrap-foot>
</table-wrap>
<p>Idiopathic pulmonary fibrosis (IPF) was long regarded as a sporadic condition. Yet, over the past two decades, accumulating evidence of familial clustering has reshaped this paradigm. Approximately 20&#x2013;25% of patients with IPF report a family history of ILD, while 5&#x2013;10% of those with fibrotic non-IPF ILDs&#x2014;such as hypersensitivity pneumonitis (HP) or connective tissue disease-associated ILD (CTD-ILD)&#x2014;also have affected relatives (<xref ref-type="bibr" rid="ref6">6</xref>). The recognition of familial pulmonary fibrosis (FPF) has been reinforced by landmark genetic discoveries, including the <italic>MUC5B</italic> promoter polymorphism, strongly associated with ILD susceptibility with usual interstitial pneumonia (UIP) pattern, and telomere-related gene (TRG) variants recognised as the most frequent monogenic cause (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). These insights have deepened our understanding of pathogenesis and raised expectations for targeted therapeutic strategies (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p>Nevertheless, major uncertainties remain. Up to three-quarters of patients with FPF lack an identifiable variant, and no universally accepted genetic panel is standardized for clinical use. Furthermore, the predictive value of genetic findings for therapeutic response is largely unexplored, and strategies for screening at-risk relatives remain fragmented and controversial. Beyond the well-established associations, new susceptibility variants continue to be identified, underlining the complexity of gene&#x2013;environment interactions and the urgent need for integrative models that combine radiological, functional, genetic, and biomarker data.</p>
<p>Moreover, radiological concepts have also evolved. ILAs are now recognized as early manifestations in at-risk relatives, with 15&#x2013;30% of asymptomatic first-degree relatives of IPF patients demonstrating ILAs (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Subpleural fibrotic ILAs, particularly in individuals with TRG variants or the minor T-allele of the <italic>MUC5B</italic> promoter polymorphism <italic>rs35705950</italic>, are associated with a higher risk of progression to overt ILD (<xref ref-type="bibr" rid="ref11">11</xref>). By contrast, pulmonary function tests such as spirometry and DLCO, though valuable for longitudinal monitoring, lack sensitivity for detecting early disease, underscoring the central role of HRCT in screening strategies of patients with FPF (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>In this review, we summarise current knowledge of the genetic basis of FPF, highlight emerging concepts in risk stratification, and critically discuss the implications for screening, early diagnosis, and clinical management of at-risk relatives, with an emphasis on current challenges and future opportunities.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Familial pulmonary fibrosis and ILA: a conceptual framework</title>
<p>FPF is broadly defined as the presence of fibrotic ILD in an individual together with at least one first- or second-degree relative affected by a fibrotic phenotype (<xref ref-type="bibr" rid="ref12">12</xref>). Although HRCT is essential for ILD phenotyping, familial cases may display a broad spectrum of classic radiographic patterns (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>IPF is the most frequent phenotype within FPF (<xref ref-type="bibr" rid="ref14">14</xref>), but other forms&#x2014;including fibrotic HP, CTD-ILD, and unclassifiable ILD (U-ILD)&#x2014;are also represented (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Familial ILDs are typically associated with an earlier age of onset and a more aggressive clinical course compared with sporadic cases (<xref ref-type="bibr" rid="ref15">15</xref>). While a positive family history alone is insufficient to establish a diagnosis, it carries significant prognostic implications (<xref ref-type="bibr" rid="ref6">6</xref>). In another paper, it is suggested that the disease trajectory is similar with a certain family, pointing even more towards FPF as a strong prognostic factor (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Clinical spectrum of diagnoses amongst patients with familial pulmonary fibrosis (FPF). FPF most frequently presents with an idiopathic pulmonary fibrosis (IPF) phenotype, though other ILD subtypes are also observed. HP, hypersensitivity pneumonitis; CTD, connective tissue disease; U-ILD, unclassifiable interstitial lung disease. Adapted from Zhang and Newton (<xref ref-type="bibr" rid="ref73">73</xref>) created in <ext-link xlink:href="https://BioRender.com" ext-link-type="uri">https://BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fmed-13-1747200-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Donut chart illustrating four types of interstitial lung diseases: IPF (sixty percent), CTD (eight percent), Fibrotic HP (twelve percent), and U-ILD (twenty percent). Each section separates family aggregation and sporadic form proportions.</alt-text>
</graphic>
</fig>
<p>Beyond well-characterised familial clusters, first-degree relatives of patients with sporadic IPF also have an increased risk of ILAs. Although bilateral findings are required by definition, unilateral abnormalities may also be clinically relevant in selected high-risk populations. In particular, individuals with a strong family history of ILD or individuals with known pathogenic variants may be at increased risk of progression to ILD even when HRCT changes are unilateral (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref17">17</xref>).</p>
<p>Three major ILA subcategories are recognised: (1) <italic>nonsubpleural ILAs:</italic> abnormalities without predominant subpleural localization; (2) <italic>subpleural non-fibrotic ILAs:</italic> abnormalities with predominant subpleural localisation but no evidence of fibrosis; and (3) <italic>subpleural fibrotic ILAs:</italic> abnormalities with predominant subpleural localization and imaging evidence of pulmonary fibrosis (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). In both familial and sporadic IPF cohorts, 15&#x2013;30% of asymptomatic first-degree relatives demonstrate ILAs on HRCT (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). This finding is strongly associated with older age, a history of smoking, the gain-of-function <italic>MUC5B</italic> T minor allele <italic>rs35705950</italic> and shortened peripheral blood leukocyte telomere length (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref20">20</xref>).</p>
</sec>
<sec id="sec3">
<label>3</label>
<title>Genetic basis of familial ILD</title>
<p>The strongest evidence for a genetic predisposition to ILD comes from familial clustering, particularly in homozygous twins raised apart (<xref ref-type="bibr" rid="ref21">21</xref>), multigenerational families (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>), and genetically related relatives (<xref ref-type="bibr" rid="ref12">12</xref>). In FPF, disease susceptibility arises from the combined influence of common and rare genetic variants, estimated to account for approximately 12.4% and 25&#x2013;30% of overall risk, respectively (<xref ref-type="bibr" rid="ref24">24</xref>). There is a wide range between rare genetic variants with large effect sizes, typically associated with monogenic (Mendelian) disorders, and frequent genetic variants with smaller effect sizes that underlie polygenic or complex diseases (<xref ref-type="bibr" rid="ref25">25</xref>). Rare gene variants identified through candidate gene and family-based studies predominantly affect pathways involved in telomere maintenance, surfactant metabolism, and mitotic spindle assembly. Importantly, a single gene may harbour multiple disease-associated variants that can be categorized as either common or rare.</p>
<p>Pathogenic variants in TRG and surfactant protein genes represent the most consistent genetic determinants of FPF. In parallel, common variants, particularly in <italic>MUC5B</italic> (T minor allele <italic>rs35705950</italic>) and <italic>TOLLIP</italic> (including <italic>rs111521887</italic> and <italic>rs3750920T</italic>), have been shown to confer susceptibility across several ILD phenotypes with UIP pattern, including IPF and rheumatoid arthritis-associated ILD (RA-ILD) (<xref ref-type="bibr" rid="ref26">26</xref>), and importantly, both variants are not only associated with IPF susceptibility but also with better survival in IPF patients (<xref ref-type="bibr" rid="ref27">27</xref>).</p>
<p>In addition, genome-wide association studies (GWAS) suggest that common single-nucleotide polymorphisms (SNPs) contribute roughly 5&#x2013;15% of the genetic liability for IPF in the general population (<xref ref-type="bibr" rid="ref28">28</xref>), implicating genes related to telomere biology, alveolar epithelial barrier integrity, and host defense mechanisms, as shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>. Beyond inherited variation, epigenetic processes&#x2014;including DNA methylation, histone modifications, and non-coding RNAs such as miR-21 and miR-29&#x2014;modulate fibrotic pathways, thereby influencing disease initiation, progression, and phenotypic heterogeneity (<xref ref-type="bibr" rid="ref29">29</xref>). Despite these advances, a substantial portion of the genetic risk underlying IIPs remains unexplained.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Genetic basis of familial ILD (<xref ref-type="bibr" rid="ref74">74</xref>). AECII, alveolar type II cell; TLR, Toll-like receptor. Created in <ext-link xlink:href="https://BioRender.com" ext-link-type="uri">https://BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fmed-13-1747200-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Infographic showing genetic contributors to pulmonary fibrosis: telomere-related genes cause telomere shortening and AECII apoptosis, surfactant-related genes lead to dysfunction and stress, and genetic variants cause mucus accumulation, TLR dysregulation, and epithelial injury.</alt-text>
</graphic>
</fig>
<sec id="sec4">
<label>3.1</label>
<title>Telomere dysfunction</title>
<p>Telomeres are six-nucleotide repeats located at the ends of chromosomes that prevent DNA degradation and fusion. The enzyme telomerase preserves this structure by maintaining and elongating telomeres. Increasing evidence indicates that telomere shortening and the consequent genomic instability are central drivers of fibrotic processes (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). Although telomere attrition occurs as part of normal ageing, pathogenic variants in TRG accelerate this process and often result in premature shortening. Furthermore, different environmental factors may induce telomere attrition such as smoking and radiation. Once telomere length falls below a critical threshold&#x2014;defined as under the 10th percentile for age (<xref ref-type="bibr" rid="ref32">32</xref>)&#x2014;DNA damage responses are triggered, leading to apoptosis (<xref ref-type="bibr" rid="ref33">33</xref>), particularly in alveolar epithelial type II cells (AECII) (<xref ref-type="bibr" rid="ref34">34</xref>).</p>
<p>The clinical spectrum associated with TRG variants is heterogeneous. Approximately 50% of individuals with TRG variants develop IPF, while others present with fibrotic HP (7&#x2013;12%), CTD-ILD (2&#x2013;3%), U-ILD (8&#x2013;20%), or other idiopathic interstitial pneumonias (14&#x2013;18%) (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref36">36</xref>). Overall, TRG variants are identified in roughly one-quarter of FPF kindreds, with <italic>TERT</italic> variants accounting for 8&#x2013;15% of cases (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), <italic>PARN</italic> and <italic>RTEL1</italic> for 5&#x2013;10% each (<xref ref-type="bibr" rid="ref38">38</xref>), and <italic>TERC</italic> for 1&#x2013;2% (<xref ref-type="bibr" rid="ref36">36</xref>).</p>
<p>Importantly, short age-adjusted telomere length is not restricted to familial disease. It is found in around 50% of patients with FPF (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>), but also in sporadic ILD, including 20&#x2013;60% of IPF (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>), 20&#x2013;35% of fibrotic HP (<xref ref-type="bibr" rid="ref42">42</xref>), and approximately 26% of RA-ILD (<xref ref-type="bibr" rid="ref43">43</xref>). The mechanism leading to short telomere in those patients might include frequent variant in non-TRG and environmental risks factors (<xref ref-type="bibr" rid="ref44">44</xref>). These findings underscore telomere dysfunction as a convergent pathogenic mechanism that extends across both familial and sporadic forms of ILD. Current evidence suggests that environmental exposures, particularly fine particulate air pollution (PM2.5), adversely affect patients with telomere dysfunction by promoting oxidative stress, genomic instability, and accelerated telomere shortening, thereby contributing to cellular senescence and pulmonary fibrosis progression. Recent studies further demonstrate associations between PM2.5 exposure, epigenetic alterations, and increased mortality in patients with fibrosing ILD (<xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>Beyond the lung, telomere-related disorders exhibit incomplete penetrance and variable expressivity, which likely reflect the combined influence of environmental stressors, genetic background, and stochastic factors. A genetic anticipation phenomenon&#x2014;characterized by earlier onset and more severe manifestations in successive generations&#x2014;has also been observed in telomere biology disorder (TBD) due to progressive telomere shortening. Clinically, these entities are now recognized as part of a TBD, encompassing pulmonary fibrosis that may coexist with extrapulmonary involvement of variable severity, ranging from subtle laboratory abnormalities (such as premature greying, cytopenias or elevated liver enzymes) to overt organ failure (e.g., bone marrow failure, myelodysplastic syndrome/acute myeloid leukaemia or hepatic cirrhosis) (<xref ref-type="bibr" rid="ref46">46</xref>).</p>
</sec>
<sec id="sec5">
<label>3.2</label>
<title>Surfactant related genes</title>
<p>Beyond their essential role in maintaining alveolar stability, surfactant proteins contribute to pulmonary host defense by regulating immune responses and inflammation. They constitute up to 10% of total surfactant weight and include five key proteins: SP-A1, SP-A2, SP-B, SP-C, and SP-D, encoded by <italic>SFTPA1</italic>, <italic>SFTPA2</italic>, <italic>SFTPB</italic>, <italic>SFTPC</italic>, and <italic>SFTPD</italic>, respectively. Gene variants in <italic>SFTPA1</italic>, <italic>SFTPA2</italic>, <italic>SFTPB</italic>, and <italic>SFTPC</italic> are recognised monogenic causes of ILD and lung cancer (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref47">47</xref>, <xref ref-type="bibr" rid="ref48">48</xref>).</p>
<p>Amongst these, <italic>SFTPB</italic> variants most frequently lead to severe neonatal respiratory failure, whereas <italic>SFTPA1</italic>, <italic>SFTPA2</italic>, and <italic>SFTPC</italic> genetic variation are implicated in both pediatric and adult ILD, particularly pulmonary fibrosis (<xref ref-type="bibr" rid="ref49">49</xref>). In addition, gene variant involved in surfactant lipid transport, such as <italic>ABCA3</italic> (ATP binding cassette subfamily A member 3), and regulatory genes including <italic>NKX2-1</italic> (encoding thyroid transcription factor 1, TTF1), which governs transcription of both surfactant proteins and <italic>ABCA3</italic>, have also been identified (<xref ref-type="bibr" rid="ref12">12</xref>). Collectively, these findings highlight disruption of surfactant homeostasis as a distinct group of monogenic causes of ILD (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>From a clinical perspective, the identification of a rare surfactant gene variant in a proband has implications for family members. Genetic testing and radiological screening of unaffected individuals with pathogenic variants may enable early recognition of subclinical disease, providing opportunities for timely intervention and counselling (<xref ref-type="bibr" rid="ref50">50</xref>).</p>
</sec>
<sec id="sec6">
<label>3.3</label>
<title>MUC5B and disease susceptibility</title>
<p>Mucins (MUC) are gel-forming glycoproteins that constitute key components of airway mucus. The human genome encodes 17 mucins, of which MUC5AC and MUC5B are the most abundantly expressed in the airways (<xref ref-type="bibr" rid="ref51">51</xref>). <italic>MUC5B</italic>, located on chromosome 11, encodes mucin 5 subtype B, a glycoprotein secreted by submucosal glands and airway secretory cells (<xref ref-type="bibr" rid="ref51">51</xref>). It plays a central role in mucus production, mucociliary clearance, host defense, and the maintenance of airway and lung homeostasis (<xref ref-type="bibr" rid="ref52">52</xref>).</p>
<p>Aberrant expression of MUC5B has been implicated in several respiratory diseases, including chronic obstructive pulmonary disease (COPD), asthma, cystic fibrosis (<xref ref-type="bibr" rid="ref53">53</xref>), and severe community-acquired pneumonia (<xref ref-type="bibr" rid="ref54">54</xref>). In the context of pulmonary fibrosis, excessive MUC5B production promotes mucus accumulation in the distal airways and impairs mucociliary clearance. This accumulation favours the retention of inhaled particles&#x2014;such as cigarette smoke and air pollutants, both recognised risk factors for IPF&#x2014;and contributes to epithelial injury. Moreover, excess MUC5B disrupts surfactant function and hampers AECII cell repair mechanisms (<xref ref-type="bibr" rid="ref7">7</xref>). Collectively, these processes foster persistent epithelial damage, fibroproliferation, and honeycomb cyst formation, which are hallmark features of progressive pulmonary fibrosis (<xref ref-type="bibr" rid="ref55">55</xref>).</p>
<p>Moreover, the <italic>MUC5B</italic> promoter variant <italic>rs35705950</italic> is a strong genetic risk factor for rheumatoid arthritis-associated ILD (RA-ILD), particularly in patients with a UIP pattern and in familial forms of ILD. While this variant does not increase susceptibility to rheumatoid arthritis itself, it confers a markedly increased risk of ILD amongst RA patients, with effect sizes comparable to those observed in IPF (<xref ref-type="bibr" rid="ref56">56</xref>).</p>
</sec>
<sec id="sec7">
<label>3.4</label>
<title>Toll-interacting protein (TOLLIP)</title>
<p><italic>TOLLIP</italic> encodes a ubiquitin-binding protein that regulates multiple steps of Toll-like receptor (TLR) signalling. It is expressed across diverse lung cell populations&#x2014;including monocytes, macrophages, regulatory T cells, and alveolar epithelial type I cells&#x2014;in both healthy individuals and patients with IPF (<xref ref-type="bibr" rid="ref57">57</xref>). Four isoforms (A&#x2013;D) have been identified; three are expressed in human mononuclear cells, where they modulate innate immune responses and influence epithelial cell apoptosis (<xref ref-type="bibr" rid="ref57">57</xref>).</p>
<p>Through its roles in inflammation regulation, autophagy, and vacuolar trafficking, <italic>TOLLIP</italic> has been implicated in a broad range of pulmonary diseases, including IPF, COPD, asthma, and respiratory infections (<xref ref-type="bibr" rid="ref57">57</xref>). In the context of IPF, SNPs within the <italic>TOLLIP</italic> locus on chromosome 11 have been associated not only with disease susceptibility but also with prognosis (<xref ref-type="bibr" rid="ref58">58</xref>). These findings suggest that <italic>TOLLIP</italic> functions as both a regulator of innate immunity and a genetic determinant of interindividual variability in fibrotic lung disease.</p>
<p>Genetic variation in <italic>TOLLIP</italic> has been implicated in both susceptibility to pulmonary fibrosis and disease progression. While the minor C allele of <italic>TOLLIP rs5743890</italic> appears protective against ILD development, it is paradoxically linked to worse survival and faster progression in established IPF. Other variants (<italic>rs111521887G, rs3750920T</italic>) increase ILD risk, though their prognostic impact is less consistent. Mechanistically, risk alleles are associated with reduced TOLLIP expression, enhanced epithelial apoptosis, and dysregulated innate immunity, promoting fibrotic remodelling (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
<p>Importantly, <italic>TOLLIP</italic> also has pharmacogenetic relevance, as IPF patients with the <italic>rs3750920 TT</italic> genotype benefit from N-acetylcysteine, whereas those with the CC genotype may experience harm, supporting a potential role for genotype-guided therapy; no such association has been observed with antifibrotic agents (<xref ref-type="bibr" rid="ref59">59</xref>). In contrast, no association has been demonstrated between TOLLIP variants and response to antifibrotic agents such as nintedanib or pirfenidone (<xref ref-type="bibr" rid="ref60">60</xref>).</p>
<p>Collectively, these findings indicate that <italic>TOLLIP</italic> genetic variants influence both disease susceptibility and progression in pulmonary fibrosis and may have therapeutic implications for NAC treatment, though not for antifibrotic therapies.</p>
</sec>
</sec>
<sec id="sec8">
<label>4</label>
<title>Clinical implications for at-risk relatives</title>
<p>One of the most pressing and unresolved challenges in FPF lies in defining appropriate clinical strategies for the relatives of affected individuals. Family members often express a strong interest in assessing their personal risk for developing ILD. However, despite increasing scientific attention, insufficient understanding prevents reliable predictions about individual susceptibility, timing of disease onset, or the mechanisms driving its pathogenesis&#x2014;thereby limiting opportunities for proactive health management.</p>
<p>Although there is growing support for HRCT scan-based screening in asymptomatic relatives (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref61">61</xref>), no consensus exists regarding fundamental aspects such as the optimal age to initiate screening, the frequency of follow-up, or the management of positive findings. Cohort studies suggest that 14&#x2013;25% of asymptomatic relatives, at a mean age of approximately 50&#x202F;years, already exhibit ILA (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). Established risk factors&#x2014;including older age, smoking, and shortened telomere length&#x2014;contribute to risk stratification (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref62">62</xref>), but remain insufficient for precise prediction. Alarmingly, about 20% of these individuals progress to extensive ILA or clinical ILD within 5 years, despite having preserved pulmonary function at baseline (<xref ref-type="bibr" rid="ref5">5</xref>). This underscores the limited sensitivity and specificity of pulmonary function testing as a screening tool, even though such tests remain valuable for longitudinal monitoring.</p>
<p>Genetic insights further highlight the complexity of FPF. Despite advances in sequencing technologies, up to 75% of patients lack an identifiable pathogenic variant. Moreover, even when gene variants are detected, the genetically complex and multifactorial nature of the disease makes the dichotomy of &#x2018;with&#x2019; versus &#x2018;without pathogenic variants&#x2019; misleading. Consequently, most families occupy an intermediate zone in which genetic information provides limited predictive value.</p>
<p>Together, these observations reveal a critical gap: current approaches are fragmented, and neither radiology nor genomics in isolation can provide the clarity that families seek. What is urgently needed is an integrated, evidence-based framework that bridges imaging, genetics, and clinical monitoring to truly inform decision-making in at-risk populations.</p>
<sec id="sec9">
<label>4.1</label>
<title>Screening challenges and preventive approaches in FPF</title>
<p>An important consideration in screening programmes for FPF is the potential impact on asymptomatic individuals. The identification of radiological, genetic, or biological abnormalities has been associated with feelings of regret and increased psychological burden amongst relatives who undergo screening (<xref ref-type="bibr" rid="ref63">63</xref>). Consequently, any screening initiative should ideally be supported by appropriate multidisciplinary approach, including emotional, and decisions regarding testing must be accompanied by transparent and understandable about the implications of potential outcomes.</p>
<p>While prospective studies in FPF relatives are still lacking, practical recommendations can nonetheless be offered. These include minimising modifiable risk factors such as smoking, occupational exposures, and air pollution, as well as ensuring that vaccinations against respiratory pathogens are up to date. Indeed a recent prospective study showed that most relatives have at least one harmful respiratory exposure that may modified after genetic counselling (<xref ref-type="bibr" rid="ref64">64</xref>). Although such measures do not replace future disease-modifying therapies, they may help reduce the risk of disease development or progression and remain relevant for improving overall health and resilience.</p>
<p>Genetic testing is most strongly indicated in patients with familial ILD, particularly those with two or more biologically related affected relatives, early-onset disease (&#x003C;50&#x202F;years), unusually severe or rapidly progressive disease, or syndromic features suggestive of a TBD. When testing is undertaken, the appropriate strategy is to begin with the index case or, in its absence, with an affected family member, as this increases the likelihood of identifying a segregating pathogenic variant. Testing unaffected relatives in the absence of this step may yield results that are challenging to interpret and of limited clinical value. It is important to recognise that only a positive genetic test result is unequivocally informative, but a negative result does not exclude genetic risk. To maximise diagnostic yield, testing should be reserved for patients with a high pre-test probability, as defined by clinical features and family history (<xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>Importantly, screening strategies in FPF should not be limited to the detection of fibrosing lung disease. Given the multisystemic nature of telomere-related disorders, evaluation should also include potential extrapulmonary manifestations that may precede or accompany pulmonary fibrosis. Recognising these systemic features can improve early identification of at-risk individuals and refine risk stratification within affected families.</p>
<p>Moreover, about one-third of lung transplant recipients with PPF have telomere-dysfunction related to pathogenic TRG variants and/or short telomere length, and although carefully selected patients do not show consistently worse short- or mid-term outcomes compared with non-TRG variants/telomere shortening recipients, emerging evidence suggests that post-transplant care and treatment management may be more complex&#x2014;given higher rates of complications such as CMV infection, cytopenias, and anastomotic problems&#x2014;though definitive conclusions remain limited by heterogeneous data (<xref ref-type="bibr" rid="ref66">66</xref>).</p>
<p>A positive result carries several potential implications. It may influence therapeutic decisions, such as transplant timing or the initiation of antifibrotic therapy; guide targeted screening of at-risk relatives; and support referral for specialised genetic counselling. These benefits must, however, be balanced against the limited variant interpretation, and the psychological impact of results. Together, these considerations highlight the need for multidisciplinary decision-making and careful integration of genetic testing into the broader clinical context of ILD.</p>
<p>In essence, successful FPF screening requires an integrated approach that combines clinical vigilance, preventive strategies, genetic counselling and psychological support, ensuring that early detection truly translates into meaningful patient benefit.</p>
</sec>
<sec id="sec10">
<label>4.2</label>
<title>Evidence-based suggestions for screening</title>
<p>Given the growing recognition of FPF and the increasing availability of advanced imaging and genetic tools, the question of how and when to screen at-risk relatives has gained clinical relevance. Although high-quality evidence remains limited, recent studies and expert consensus provide a rationale for pragmatic, evidence-informed screening approaches.</p>
<p>A meticulous collection of the family history&#x2014;ideally covering at least three generations&#x2014;is a cornerstone of FPF evaluation. A detailed pedigree allows clinicians to identify inheritance patterns, anticipate variable disease expression, and guide genetic testing strategies. Importantly, family histories should be updated at each clinical visit, as new cases of interstitial lung disease or related extrapulmonary manifestations may emerge over time, refining the assessment of familial risk.</p>
<p>In this regard, the American Thoracic Society clinical statement presented evidence-based suggestions for evaluation and management of adults with ILA and a first-degree relative with pulmonary fibrosis (<xref ref-type="bibr" rid="ref67">67</xref>). The evidence-based suggestions shown in <xref ref-type="table" rid="tab2">Table 2</xref> aim to guide clinicians in identifying ILA or ILD at early, potentially reversible stages (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref62">62</xref>, <xref ref-type="bibr" rid="ref68 ref69 ref70">68&#x2013;70</xref>). Together, these recommendations provide support to clinicians by standardizing the approach to ILAs. Although there are several important unanswered questions, it gives a direction for future initiatives, while emphasizing the need to identify treatment options for ILA.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Evidence-based recommendations for screening in FPF.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Domain, Criteria</th>
<th align="left" valign="top">Recommendations</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Chest HRCT scan in relatives of FPF patients</td>
<td align="left" valign="top">For adults over 50&#x202F;years with a <bold>first-degree relative diagnosed with FPF</bold>, chest HRCT scan screening is <bold>suggested</bold> to detect ILA or ILD, which are identified in approximately 26% of such individuals (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref51 ref52 ref53">51&#x2013;53</xref>).</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Chest HRCT scan in relatives of IPF patients</td>
<td align="left" valign="top">For adults over 50&#x202F;years with a <bold>first-degree relative affected by IPF</bold>, but without other family members with ILD, current evidence remains limited.</td>
</tr>
<tr>
<td align="left" valign="top"><bold>No firm recommendation</bold> for or against radiological screening can be made, although prevalence estimates for ILA are similar (around 24%) (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref52">52</xref>, <xref ref-type="bibr" rid="ref54">54</xref>).</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Timing of screening</td>
<td align="left" valign="top">Screening is generally recommended to begin <bold>around age 50, or earlier</bold> if disease onset occurred at a younger age in family members.</td>
</tr>
<tr>
<td align="left" valign="top">When the initial HRCT scan is <bold>negative</bold>, repeat screening at intervals of <bold>no less than five years</bold> is suggested (<xref ref-type="bibr" rid="ref55">55</xref>).</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">MUC5B promoter variant testing</td>
<td align="left" valign="top">It has been strongly advised <bold>against</bold> the use of <italic>MUC5B</italic> promoter variant testing as an <bold>initial screening</bold> tool prior to chest HRCT scan in adults over 50 with a first-degree relative with FPF or IPF. The sensitivity (56%) and specificity (60%) of MUC5B are insufficient to replace or precede HRCT scan.</td>
</tr>
<tr>
<td align="left" valign="top">Genetic testing for <italic>MUC5B</italic> may provide additional risk stratification <bold>once ILA or ILD are identified</bold> on HRCT scan images (<xref ref-type="bibr" rid="ref55">55</xref>).</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Telomere length measurement as initial screening</td>
<td align="left" valign="top">Telomere length assessment is <bold>not recommended</bold> as a first-line screening tool before chest HRCT in adults over 50 with a first-degree relative with pulmonary fibrosis. The sensitivity (50%) and specificity (72%) are inadequate for screening, and current evidence remains limited.</td>
</tr>
<tr>
<td align="left" valign="top">Telomere length testing may be valuable <bold>after HRCT-detected ILAs/ILD</bold>, particularly for identifying individuals with multi-organ involvement (e.g., liver disease, bone marrow failure) and to guide targeted genetic testing (<xref ref-type="bibr" rid="ref55">55</xref>).</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Baseline telomere length in ILAs</td>
<td align="left" valign="top">Routine baseline telomere length testing in all patients with ILAs is <bold>not recommended</bold>, given inconsistent evidence for its prognostic value regarding progression or mortality, alongside concerns about cost, availability, and clinical utility.</td>
</tr>
<tr>
<td align="left" valign="top">Testing may be appropriate in cases with a <bold>family history</bold> or clinical features suggestive of <bold>telomeropathy</bold> [e.g., premature hair greying, liver disease, unexplained cytopenia (<xref ref-type="bibr" rid="ref55">55</xref>)].</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>HRCT, high-resolution computed tomography; FPF, familial pulmonary fibrosis; ILA, interstitial lung abnormalities; ILD, interstitial lung disease; IPF, idiopathic pulmonary fibrosis. The bold values is for highlight some important concepts.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec11">
<label>4.3</label>
<title>Unresolved clinical challenges in asymptomatic relatives</title>
<p>The management of asymptomatic relatives of patients with FPF remains a major unresolved challenge. While many seek clarity regarding their individual risk, evidence is insufficient to define standardised protocols for screening or follow-up. Cohort studies indicate that a significant proportion of relatives may harbour ILA before symptoms emerge, yet predictors of progression are poorly understood (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref71">71</xref>). This uncertainty complicates decisions on the timing and intensity of surveillance and raises concerns about the psychological burden of monitoring individuals who may never develop clinically relevant disease.</p>
</sec>
<sec id="sec12">
<label>4.4</label>
<title>Role of HRCT scan and lung function testing in early detection</title>
<p>HRCT scan is currently the most sensitive tool for detecting early ILD or ILA in at-risk relatives, though its optimal use remains debated. Critical questions&#x2014;such as the appropriate age to begin screening, the interval between scans, and the management of indeterminate findings&#x2014;remain unanswered. Moreover, HRCT entails radiation exposure and a risk of overdiagnosis or anxiety in otherwise healthy individuals (<xref ref-type="bibr" rid="ref14">14</xref>). Emerging imaging technologies, including lung ultrasound and photon-counting computed tomography, may help address some of these limitations in the future. Pulmonary function tests, although insufficiently sensitive for early abnormalities detection, remain valuable for longitudinal monitoring once ILD is established (<xref ref-type="bibr" rid="ref67">67</xref>).</p>
</sec>
<sec id="sec13">
<label>4.5</label>
<title>Towards multimodal risk prediction and personalised approach</title>
<p>A central limitation of the current landscape is that no single modality&#x2014;imaging, lung function testing, genetic analysis, or biomarker measurement&#x2014;can independently provide accurate prediction of disease risk. Future advances in FPF management will likely rely on integrated, personalized models that combine radiologic, physiologic, genetic, and molecular data. Such multidimensional approaches may enable early identification of high-risk individuals, refine surveillance strategies, and pave the way for preventive or early therapeutic interventions in FPF.</p>
<p>Ongoing research is increasingly focused on the discovery of biomarkers to refine risk stratification and disease monitoring. Shortened telomere length has been associated with a higher prevalence of ILAs and systemic manifestations (e.g., liver disease, bone marrow failure), although its limited sensitivity, specificity, and technical complexity currently preclude routine clinical use. Circulating biomarkers such as KL-6 have shown promise as indicators of alveolar injury and fibrotic activity, but their predictive value in asymptomatic relatives remains to be validated.</p>
<p>Notably, the PRECISIONS trial, which randomized patients with IPF carrying the <italic>TOLLIP rs3750920</italic> TT genotype to receive oral <italic>N</italic>-acetylcysteine or placebo, demonstrated a pharmacogenetic interaction between <italic>N</italic>-acetylcysteine and the TOLLIP polymorphism, highlighting the critical need for molecularly guided, personalized therapeutic strategies and randomized clinical trials and representing an important step towards precision medicine in fibrotic ILD (<xref ref-type="bibr" rid="ref72">72</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec14">
<label>5</label>
<title>Conclusion</title>
<p>Genetic and epigenetic discoveries have deepened our understanding of ILD susceptibility, onset, and prognosis. However, no standardised genetic panel currently exists, and the therapeutic implications of these findings remain uncertain, highlighting the urgent need for further research and precision medicine approaches.</p>
<p>The screening of asymptomatic relatives continues to raise psychological and ethical concerns, underscoring the importance of counselling and transparent communication. Although antifibrotic agents are not yet suitable for preventive use, risk reduction strategies&#x2014;such as smoking cessation, minimising environmental exposures, and maintaining appropriate vaccination&#x2014;remain fundamental.</p>
<p>Looking ahead, the development of preventive therapies may transform ILD from a relentlessly progressive condition into one where early intervention and even prevention become possible, ultimately improving long-term outcomes for patients and their families.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec15">
<title>Author contributions</title>
<p>APCH: Visualization, Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LP-C: Visualization, Conceptualization, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. MM-M: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing, Visualization. RB: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing, Visualization. WW: Conceptualization, Visualization, Supervision, Writing &#x2013; review &#x0026; editing. MJ: Supervision, Writing &#x2013; review &#x0026; editing, Conceptualization, Visualization. JS: Visualization, Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing. FH-G: Writing &#x2013; original draft, Visualization, Supervision, Writing &#x2013; review &#x0026; editing, Conceptualization.</p>
</sec>
<sec sec-type="COI-statement" id="sec16">
<title>Conflict of interest</title>
<p>FH-G and JS report honoraria for lectures, educational events, and support for attending meetings from Roche, Boehringer Ingelheim, AstraZeneca, Gebro, Chiesi and GSK, outside the submitted work. JS discloses consulting fees from Boehringer Ingelheim and Alofarma, and grants from Roche and Boehringer Ingelheim, all outside the submitted work. RB report honoraria for lectures from Boehringer Ingelheim, Sanofi and Ferrer outside of the submitted work.</p>
<p>The remaining 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 sec-type="ai-statement" id="sec17">
<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 sec-type="disclaimer" id="sec18">
<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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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2990959/overview">Laura Fabbri</ext-link>, Imperial College London, United Kingdom</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/83952/overview">Martin Petrek</ext-link>, Palack&#x00FD; University, Czechia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1117673/overview">Ioannis Tomos</ext-link>, Athens Chest Hospital Sotiria, Greece</p>
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