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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
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<issn pub-type="epub">1664-3224</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2026.1780303</article-id>
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<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Neonatal pulmonary vascular remodeling induced by increased blood flow is associated with an antiviral-like immune signature</article-title>
</title-group>
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<name><surname>Zheng</surname><given-names>Sixie</given-names></name>
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<name><surname>Li</surname><given-names>Hao</given-names></name>
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<name><surname>She</surname><given-names>Siqi</given-names></name>
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<name><surname>Ye</surname><given-names>Lincai</given-names></name>
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<aff id="aff1"><label>1</label><institution>Department of Thoracic and Cardiovascular Surgery, Shanghai Children&#x2019;s Medical Center, Shanghai Jiao Tong University School of Medicine</institution>, <city>Shanghai</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Pediatric Surgery, Children&#x2019;s Hospital of Fudan University, National Children&#x2019;s Medical Center</institution>, <city>Shanghai</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Pediatric Critical Care Medicine, The Affiliated Women and Children&#x2019;s Hospital of Ningbo University</institution>, <city>Ningbo</city>, <state>Zhejiang</state>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Infectious Diseases, Shanghai Children&#x2019;s Medical Center, Shanghai Jiao Tong University School of Medicine</institution>, <city>Shanghai</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff5"><label>5</label><institution>Department of Cardiology, Shanghai Children&#x2019;s Medical Center, Shanghai Jiao Tong University School of Medicine</institution>, <city>Shanghai</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff6"><label>6</label><institution>Shanghai Institute For Pediatric Congenital Heart Disease, Shanghai Children&#x2019;s Medical Center, Shanghai Jiao Tong University School of Medicine</institution>, <city>Shanghai</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Lincai Ye, <email xlink:href="mailto:ylc717@163.com">ylc717@163.com</email>; Jiapei Wang, <email xlink:href="mailto:15267853573@163.com">15267853573@163.com</email>; Jing Wang, <email xlink:href="mailto:wangjing@scmc.com.cn">wangjing@scmc.com.cn</email>; Yuqing Hu, <email xlink:href="mailto:christy497@outlook.com">christy497@outlook.com</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-04">
<day>04</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1780303</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>11</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Zheng, Li, She, Xue, Li, Wang, Wang, Hu and Ye.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Zheng, Li, She, Xue, Li, Wang, Wang, Hu and Ye</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Approximately 70% of pediatric pulmonary arterial hypertension (PAH) is associated with congenital heart disease causing increased pulmonary blood flow (IPF). The developing neonatal lung is highly susceptible to hemodynamic stress, yet the direct causal link and mechanisms of neonatal IPF-induced pulmonary vascular remodeling remain poorly understood due to the lack of suitable animal models that recapitulate this critical developmental window.</p>
</sec>
<sec>
<title>Methods</title>
<p>We established a novel neonatal mouse model of IPF by performing an aortocaval fistula (ACF) on postnatal day 7(P7). Pulmonary hemodynamics were assessed by ultrasound at P30. Vascular remodeling was evaluated through histology (H&amp;E, &#x3b1;-SMA immunofluorescence) and molecular analysis of phenotypic markers (Spp1, Myh11). Transcriptomic profiling (RNA-seq) and pathway enrichment analysis were employed to uncover underlying mechanisms, with flow cytometry and immunosuppression (Cyclosporin A) and type I interferon receptor blocker (MAR1-5A3) used for functional validation.</p>
</sec>
<sec>
<title>Results</title>
<p>The neonatal ACF model successfully induced a left-to-right shunt, resulting in significant IPF and right ventricular volume overload. IPF mice exhibited pronounced pulmonary small vessel remodeling, evidenced by increased &#x3b1;-SMA intensity, elevated synthetic-phenotype marker (Spp1) expression, and decreased contractile-phenotype marker (Myh11). Transcriptomic analysis revealed a dominant immune signature, with the most enriched pathways being antiviral and interferon-response related (response to virus and IL-17 signaling). This was corroborated by a significant increase in pulmonary CD4+ and CD8+ T cells. Crucially, immunosuppressive treatment and type I interferon receptor blocker attenuated vascular remodeling.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>We provide the direct experimental evidence that neonatal IPF alone is sufficient to drive pulmonary small vessel remodeling. The process is fundamentally mediated by an activated immune response characterized by an antiviral-like signature, a mechanism distinct from those reported in classic adult PAH models. This novel model offers a critical platform for investigating the developmental-specific pathogenesis of pediatric PAH and bridging the translational &#x201c;valley of death.&#x201d;</p>
</sec>
</abstract>
<kwd-group>
<kwd>increased pulmonary blood flow</kwd>
<kwd>left-to-right shunt</kwd>
<kwd>lung</kwd>
<kwd>neonatal animal models</kwd>
<kwd>pulmonary vascular remodeling</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 the National Natural Science Foundation of China (82400363 and 82270314), the Ningbo Top Medical and Health Research Program (No. 2022020405), the Science and Technology Development Fund of Pudong New Area (PKJ2024-Y13 and PKJ2024-Y15), the National Clinical Key Specialty Construction Project (10000015Z155080000004), the Medical and Health Technology Plan Projects of Zhejiang (2024YK1568), and the Ningbo Medical and Health Brand Discipline (PPXK2024-06), Ningbo Natural Science Foundation project (2024J334, 2024J294), Zhejiang Province Traditional Chinese medicine science and technology project (2025ZL122).</funding-statement>
</funding-group>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="28"/>
<page-count count="13"/>
<word-count count="4798"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Inflammation</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Pulmonary arterial hypertension (PAH) in children represents a severe clinical challenge with distinct pathophysiology from adult disease (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Notably, approximately 70% of pediatric PAH cases are associated with increased pulmonary blood flow (IPF), primarily due to congenital cardiac left-to-right shunts (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). This highlights IPF as a predominant causative factor in this population. The developing pediatric lung, particularly during the rapid postnatal alveolar and vascular maturation phase (approximately postnatal days 0&#x2013;30 in rodents), exhibits unique vulnerability (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). However, a critical gap exists in preclinical research: there is a notable lack of animal models that faithfully recapitulate PAH development during this specific developmental window (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). Traditional models induced by chronic hypoxia or agents like monocrotaline in adult animals fail to capture the complex interplay of hemodynamic stress and ongoing lung development (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>This translational disconnect is further evidenced by the so-called &#x201c;valley of death&#x201d; in PAH therapeutics (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Numerous compounds demonstrating remarkable efficacy in standard adult animal models have subsequently failed in human clinical trials (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B14">14</xref>), underscoring the inadequacy of existing models for predicting clinical success, especially for pediatric PAH. To address this gap, we previously established a neonatal mouse model of IPF by creating an aortocaval fistula (ACF) to induce a left-to-right shunt (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). This model successfully recapitulated key clinical features, including right ventricular volume overload and IPF, leading to impaired alveolar development (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>Building upon this foundation, the present study aims to investigate a pivotal, yet experimentally unconfirmed, clinical sequela: whether neonatal IPF directly instigates pulmonary small vessel remodeling, the fundamental pathological lesion of PAH. Furthermore, we preliminarily explore the underlying molecular mechanisms. By establishing a direct causal link between developmental-stage-specific IPF and vascular pathology, this work seeks to provide a novel and more clinically relevant platform. This model holds significant potential for elucidating the mechanisms of pediatric PAH progression and for bridging the &#x201c;valley of death&#x201d; by facilitating the testing of therapeutic strategies in a context that mirrors the human disease condition more accurately.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Data availability and ethics statement</title>
<p>The RNA-seq datasets generated and analyzed during the current study are available in the GEO repository under the accession number GSE291221. All other relevant data supporting the findings are available from the corresponding author upon reasonable request. All animal experimental procedures were reviewed and approved by the Shanghai Children&#x2019;s Medical Center Institutional Animal Care and Use Committee (IACUC Approval No. SCMC-LAWEC-2024-1127). All methods were performed in accordance with the relevant guidelines and regulations (e.g., ARRIVE guidelines).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Study design</title>
<p>This study was designed to investigate the impact of neonatal IPF on pulmonary small vessel remodeling and its underlying immune-related mechanisms (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1A, B</bold></xref>). Neonatal C57BL/6J mice were randomly assigned to either the IPF model group (subjected to aortocaval fistula surgery, ACF) or the sham-operated control group. The primary endpoint was the assessment of pulmonary vascular remodeling via histological and molecular analyses at postnatal day 30 (P30). Secondary endpoints included hemodynamic validation by ultrasound, transcriptomic profiling, and immunophenotyping. An additional interventional arm involved treating a subset of IPF mice with the immunosuppressant Cyclosporin A (CsA, 20 mg/kg/3 day, starting at P14 and continued until P30) or type I IFN receptor blocker MAR1-5A3 (GTX14637, Beyotime, Shanghai, 12.5mg/kg/2 day) to evaluate the functional role of the immune response.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Establishment and validation of the neonatal increased pulmonary flow (IPF) model. <bold>(A)</bold> Schematic timeline of mouse postnatal lung development. <bold>(B)</bold> The experimental design. ACF surgery was performed at postnatal day 7 (P7, alveolar stage), with analyses at P30 (maturation stage). <bold>(C)</bold> Representative bright-field image of the site for ACF surgery. <bold>(D, E)</bold> Abdominal ultrasound imaging confirming turbulent shunt flow and its velocity (550 mm/s). <bold>(F&#x2013;H)</bold> Echocardiography showing a significant increase in the pulmonary artery velocity time integral (PA-VTI). <bold>(I)</bold> Quantification of pulmonary artery diameter, showing no significant change. <bold>(J)</bold> Quantification of right ventricular stroke volume (RVSV), demonstrating a significant increase. Data are mean &#xb1; SD; **p &lt; 0.01, ***p &lt; 0.001 vs. Sham group (unpaired t-test). n = 5 per group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g001.tif">
<alt-text content-type="machine-generated">Panel A shows an experimental timeline with ALV and MAT stages divided by postnatal days; panel B details procedures including ACF/sham surgery and assessments at various days. Panel C is a close-up photograph of ACF surgery labeling AA and IVC. Panel D displays an ultrasound with Doppler indicating blood flow at the fistula. Panel E is a boxplot of peak velocity in the fistula. Panels F and G show ultrasound images and graphs comparing sham and IPF blood flow. Panels H, I, and J are bar graphs comparing sham and IPF groups for PA-VTI, PA-diameter, and RVS volumes with statistical significance indicated.</alt-text>
</graphic></fig>
<p>The primary discovery cohort consisted of sham-operated and ACF (IPF) mice used for hemodynamic, histological, and transcriptomic analyses. Interventional studies (CsA and type I IFN receptor blockade) were performed in independent experimental cohorts separate from the primary discovery cohort. In each interventional cohort, IPF mice receiving drug treatment and corresponding IPF control mice receiving vehicle were generated within the same surgical and experimental batch to minimize batch effects. Sham-operated animals from the same time period were used as reference controls when appropriate.</p>
<p>Due to the limited tissue volume of neonatal mouse lungs, cohort usage and tissue allocation were predefined before experiments. Separate animal cohorts were used for major assay categories to ensure adequate sample quality and avoid cross-assay interference. Specifically, whole lung tissue from designated animals was used for RNA sequencing, perfused and fixed lungs were used for histological and immunofluorescence analyses, and freshly dissociated lungs were used for flow cytometry.</p>
<p>qRT-PCR validation was performed using RNA derived either from the RNA-seq cohort or from an independent validation cohort processed in parallel. Each animal was assigned to a primary assay category at the time of sacrifice and was not reused across incompatible downstream assays.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Animals and ACF surgery</title>
<p>Timed-pregnant C57BL/6J mice were raised in our laboratory. Pups of both sexes were used on postnatal day 7 (P7) for surgery. Animals were randomly assigned to sham or ACF groups at the time of surgery, with sex-balanced allocation performed when feasible within each litter. No animals were excluded based on sex. Perioperative survival was recorded prospectively. Deaths occurring within 24 h after surgery were defined as surgery-related mortality. Early (24&#x2013;72 h) and late (&gt;72 h to endpoint) mortality were also recorded. Survival and baseline characteristics, including sex distribution and body weight at surgery, are summarized in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table&#xa0;1</bold></xref>.</p>
<p>Mice were anesthetized by isoflurane inhalation (2-3% for induction, 1-2% for maintenance) and placed on a heating pad. Under a stereomicroscope, a midline abdominal incision was made. The abdominal aorta and inferior vena cava (IVC) were carefully isolated. An 9&#x2013;0 needle (0.07 mm diameter) was used to create a puncture between the adjacent vessels, followed by a 11&#x2013;0 nylon suture (Ethicon) to establish a permanent fistula. Patency was confirmed by visual observation of pulsatile, turbulent flow. For sham operations, vessels were isolated but not punctured. The abdominal wall and skin were closed in layers. Pups were warmed until recovery and returned to the dam. Analgesia (buprenorphine, 0.05 mg/kg) was administered postoperatively.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Abdominal ultrasound and echocardiography</title>
<p>At P30, mice were anesthetized with 1.5% isoflurane. Abdominal ultrasound was performed using a Vevo 3100 high-resolution imaging system (Fujifilm VisualSonics) with an MX550D transducer to visualize the ACF fistula and measure shunt flow velocity. Transthoracic echocardiography was then conducted. Pulmonary artery outflow was assessed in a parasternal short-axis view to measure the pulmonary artery velocity time integral (PA-VTI) and diameter. Right ventricular (RV) dimensions and function were analyzed from an apical four-chamber view. Right ventricular stroke volume (RVSV) was calculated as: RVSV [mL] =1/4 &#xd7; &#x3c0;D<sup>2</sup>&#xd7; PA-VTI. All measurements were averaged over three consecutive cardiac cycles by an investigator blinded to group allocation.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Cardiac catheterization</title>
<p>Hemodynamic measurements were obtained by cardiac catheterization using an open-chest approach under general anesthesia. After tracheal intubation and mechanical ventilation, a left thoracotomy was performed to expose the heart. Millar catheter transducer (ADInstruments, SPR-671NR) was directly inserted into the right ventricle under visual guidance and further advanced into the pulmonary artery for continuous pressure recordings. Right ventricular systolic pressure (RVSP) and pulmonary arterial pressure were recorded and analyzed using PowerLab system (ADInstruments). Hemodynamic parameters were derived from stable waveform segments.</p>
</sec>
<sec id="s2_6">
<label>2.5</label>
<title>Hematoxylin and eosin staining</title>
<p>After hemodynamic assessment, lungs were perfused with PBS via the right ventricle, followed by inflation and fixation with 4% paraformaldehyde (PFA) at a constant pressure of 25 cm H<sub>2</sub>O. Tissues were paraffin-embedded and sectioned at 5 &#x3bc;m thickness. Sections were deparaffinized, rehydrated, and stained with H&amp;E using standard protocols.</p>
</sec>
<sec id="s2_7">
<label>2.6</label>
<title>Immunofluorescence</title>
<p>Paraffin sections underwent antigen retrieval in citrate buffer. After blocking with 5% normal donkey serum, sections were incubated overnight at 4 &#xb0;C with primary antibodies: rabbit anti-&#x3b1;-Smooth Muscle Actin (&#x3b1;-SMA, 1:400, Abcam ab5694). After washing, appropriate fluorescently-labeled secondary antibodies (Alexa Fluor 594, 1:500, Invitrogen) were applied. Nuclei were counterstained with DAPI. Fluorescence images were acquired using a confocal microscope (Zeiss LSM 880). The integrated fluorescence density of &#x3b1;-SMA+ vessels in consistent fields of view was quantified using ImageJ.</p>
</sec>
<sec id="s2_8">
<label>2.7</label>
<title>RNA sequencing and analysis</title>
<p>Total RNA was extracted from snap-frozen whole lung tissue (n=4&#x2013;5 per group) using TRIzol reagent. RNA integrity was verified (RIN &gt; 8.0) by Bioanalyzer. Libraries were prepared with the KAPA mRNA HyperPrep Kit and sequenced on an Illumina NovaSeq 6000 platform (150 bp paired-end). Raw reads were quality-trimmed using Fastp and aligned to the mouse reference genome (GRCm39) using HISAT2. Gene expression quantification was performed with StringTie. Differential expression analysis (IPF vs. Sham) was conducted using DESeq2 with thresholds of |log2FoldChange| &gt; 1 and adjusted p-value (q-value) &lt; 0.05. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed using the clusterProfiler R package.</p>
</sec>
<sec id="s2_9">
<label>2.8</label>
<title>qRT-PCR</title>
<p>qRT-PCR was performed to validate key differentially expressed genes identified by RNA-seq. Total RNA (1 &#xb5;g) was reverse transcribed into cDNA using the PrimeScript RT reagent Kit (Takara). Quantitative PCR was carried out on a LightCycler 96 System (Roche) using SYBR Green Premix Pro Taq HS (Accurate Biology). Gene expression was normalized to the housekeeping gene Gapdh and calculated using the 2^(-&#x394;&#x394;Ct) method. Primer sequences for target genes are listed in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table&#xa0;2</bold></xref>.</p>
</sec>
<sec id="s2_10">
<label>2.9</label>
<title>Flow cytometry</title>
<p>Single-cell suspensions were prepared from perfused lung tissue by mechanical dissociation and enzymatic digestion (Collagenase IV/DNase I). Red blood cells were lysed. Cells were blocked with anti-CD16/32 antibody and stained with fluorochrome-conjugated antibodies for surface markers: BV605 anti-CD45 (30-F11), PE-Cy7 anti-CD4 (GK1.5), and APC anti-CD8a (53-6.7). Corresponding isotype controls were used. Cells were analyzed on a Beckman CYTOFLEX flow cytometer. Data were processed using FlowJo software (v10.8.1), gating on live, singlet, CD45+ leukocytes.</p>
</sec>
<sec id="s2_11">
<label>2.10</label>
<title>Statistical analysis</title>
<p>All data are presented as mean &#xb1; standard error of the mean (SEM). Statistical analyses were performed using GraphPad Prism (v9.0). Normality was assessed using the Shapiro-Wilk test. For comparisons between two groups (Sham vs. IPF), an unpaired, two-tailed Student&#x2019;s t-test (parametric) or Mann-Whitney U test (non-parametric) was used. For comparisons involving multiple groups (e.g., Sham, IPF, IPF+CsA), one-way ANOVA with Tukey&#x2019;s <italic>post-hoc</italic> test or Kruskal-Wallis with Dunn&#x2019;s test was applied accordingly. A p-value &lt; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Establishment and validation of the neonatal IPF model</title>
<p>As depicted in <xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1A</bold></xref>, the neonatal mouse lung undergoes rapid postnatal development, progressing through the alveolar stage (ALV stage, postnatal days 0-18) followed by the lung maturation stage (M stage, days 21-56) (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). To create a left-to-right shunt, we performed an aortocaval fistula (ACF) surgery on postnatal day 7 (ALV2 stage). Subsequent analyses, including echocardiography, RNA-seq, and flow cytometry, were conducted on postnatal day 30 (M stage) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>). Following ACF surgery (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1C</bold></xref>), pulsatile blood flow was clearly visible at the fistula site with a velocity of 550 mm/s (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1D, E</bold></xref>). Echocardiographic assessment revealed a significant increase in the velocity time integral of the pulmonary artery (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1F&#x2013;H</bold></xref>). While the diameter of the pulmonary artery showed no significant change (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1I</bold></xref>), the right ventricular stroke volume (RVSV) was markedly increased (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1J</bold></xref>). These results indicate the successful induction of a left-to-right shunt leading to increased pulmonary blood flow during the neonatal period, consistent with clinical investigation (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Serial abdominal ultrasound confirmed shunt persistence from P7 to P30, demonstrating the model&#x2019;s hemodynamic stability (<xref ref-type="supplementary-material" rid="SF1"><bold>Supplementary Figures&#xa0;1A, B</bold></xref>). Baseline characteristics, including litter size, sex distribution, and perioperative survival, showed no significant intergroup differences at surgery (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table&#xa0;1</bold></xref>), supporting balanced allocation and minimizing selection bias.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Transcriptomic analysis confirms the robustness of the IPF model</title>
<p>We next performed RNA-seq analysis on the model. IPF induction resulted in 304 differentially expressed genes (DEGs) (q-value &lt; 0.05 &amp;&amp; |log2FC| &gt; 1), among which 112 were upregulated and 192 were downregulated (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). Cluster analysis of these DEGs demonstrated clear separation between groups and high similarity within groups (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>), suggesting a highly consistent pulmonary remodeling phenotype induced by IPF. This finding was further corroborated by PCA analysis, which showed distinct separation between the IPF and sham groups along principal components (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2C</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Transcriptomic profiling confirms a robust IPF-induced phenotype. <bold>(A)</bold> Volcano plot of differentially expressed genes (DEGs) in lung tissues from IPF vs. Sham mice (q-value &lt; 0.05 and |log2FC| &gt; 1). Red and blue dots represent up- and down-regulated genes, respectively. <bold>(B)</bold> Heatmap of hierarchical clustering analysis of the DEGs, showing clear separation between IPF and Sham groups. <bold>(C)</bold> Principal component analysis (PCA) plot demonstrating distinct transcriptomic profiles between the two groups.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g002.tif">
<alt-text content-type="machine-generated">Three-panel scientific figure. Panel A presents a volcano plot of gene expression showing significantly upregulated (red) and downregulated (blue) genes based on log2 fold change and q-value. Panel B displays a hierarchical clustered heatmap comparing gene expression between IPF and sham groups, with samples grouped and colored by expression level. Panel C is a principal component analysis scatter plot, illustrating clear separation between IPF (red) and sham (cyan) groups along PC1 and PC2 axes.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Neonatal IPF significantly induces pulmonary small vessel remodeling</title>
<p>Although clinical observation identifies IPF as a prerequisite for pediatric pulmonary hypertension (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>), the lack of a neonatal IPF animal model has left the direct causal relationship unconfirmed. As shown in <xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3A, B</bold></xref>, immunofluorescence staining revealed that neonatal IPF induced diffuse pulmonary small vessel remodeling, evidenced by a significant increase in the fluorescence density of pulmonary vessels (&#x3b1;-SMA-positive) (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>). This observation was further confirmed by H&amp;E staining (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3C</bold></xref>). Transcriptomic analysis (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4A</bold></xref>) showed a significant upregulation of Spp1 (a marker gene for synthetic-phenotype SMCs) and Mmp9 (a key metalloproteinase mediating extracellular matrix remodeling in pulmonary hypertension), alongside a significant downregulation of Myh11 (a marker gene for contractile-phenotype SMCs). Furthermore, the expression of key signaling molecules mediating vascular remodeling, such as those in the TGF-&#x3b2;1&#x2013;3 and SMAD3/YAP1 pathways, was significantly elevated. qRT-PCR validation confirmed these RNA-seq findings with high consistency (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4B</bold></xref>). Collectively, these results indicate that neonatal IPF contributes to the development of pulmonary small vessel remodeling.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Neonatal IPF induces significant pulmonary small vessel remodeling. <bold>(A)</bold> Representative immunofluorescence images of lung sections stained for &#x3b1;-SMA (red) Nuclei are counterstained with DAPI (blue). <bold>(B)</bold> Quantification of &#x3b1;-SMA integrated fluorescence density, showing a significant increase in the IPF group. <bold>(C)</bold> Representative H&amp;E staining of lung sections. Data are mean &#xb1; SD; ***p &lt; 0.001 vs. Sham group (unpaired t-test). n = 5 per group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g003.tif">
<alt-text content-type="machine-generated">Panel A shows immunofluorescent staining of lung tissue comparing sham and idiopathic pulmonary fibrosis (IPF) conditions, with DAPI in blue and α-SMA in red, including zoomed images and separated α-SMA. Panel B presents a box plot quantifying significantly higher average α-SMA intensity in IPF versus sham. Panel C displays hematoxylin and eosin stained lung sections for both sham and IPF, with corresponding zoomed regions showing increased structural disruption and cellular infiltration in IPF.</alt-text>
</graphic></fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Molecular signatures of vascular remodeling and immune activation. <bold>(A)</bold> Heatmap displaying the expression levels of key genes involved in vascular remodeling (Spp1, Myh11, Mmp9) and signaling pathways (<italic>Tgfb1-3, Smad3, Yap1</italic>) from RNA-seq data. <bold>(B)</bold> qRT-PCR validation of the genes shown in <bold>(A)</bold>, confirming the RNA-seq results. Gene expression is normalized to Gapdh and presented relative to the Sham group. Data are mean &#xb1; SD; *p &lt; 0.05, **p &lt; 0.01 vs. Sham group (unpaired t-test). n = 5 per group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g004.tif">
<alt-text content-type="machine-generated">Figure contains two panels analyzing key genes involved in pulmonary small vessel remodeling. Panel A presents a heatmap showing log base 2 fold changes for ten genes across individual IPF and sham samples, grouped by gene function with an adjacent table listing p-values. Panel B displays box plots comparing normalized mRNA levels for each gene in sham (blue) versus IPF (pink) lung tissue, with significant differences indicated by asterisks.</alt-text>
</graphic></fig>
<p>To directly address whether pulmonary vascular remodeling represents an early and progressive consequence of neonatal IPF rather than a late adaptive phenomenon, we further performed additional time-course and hemodynamic analyses. The results showed that from postnatal day 14 (P14) to P30, both &#x3b1;-SMA and HE staining revealed a progressive thickening of the medial layer of pulmonary small vessels. In parallel, right ventricular systolic pressure (RVSP) measured by cardiac catheterization also showed a gradual increase (<xref ref-type="supplementary-material" rid="SF2"><bold>Supplementary Figures&#xa0;2A&#x2013;D</bold></xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Mechanistic insights into neonatal IPF-induced remodeling</title>
<p>To investigate the mechanisms underlying neonatal IPF-induced remodeling, we performed enrichment analysis on the DEGs. GO enrichment analysis (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5A, B</bold></xref>; <xref ref-type="supplementary-material" rid="SM1"><bold>Supporting Data 1</bold></xref>) revealed that among the top ten enriched Biological Process (BP) terms, five were related to immune response: &#x201c;response to virus,&#x201d; &#x201c;defense response to virus,&#x201d; &#x201c;response to interferon (IFN)-beta,&#x201d; &#x201c;defense response to other organism,&#x201d; and &#x201c;cellular response to IFN-beta.&#x201d; Within the top thirty enriched terms, eight were associated with vascular remodeling, including &#x201c;regulation of systemic arterial blood pressure mediated by a chemical signal,&#x201d; &#x201c;collagen metabolic process,&#x201d; and terms related to extracellular matrix and collagen structure. Pathway enrichment analysis (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5C, D</bold></xref>) indicated that 10 out of the top twenty enriched pathways were immune-related, such as the &#x201c;TNF signaling pathway,&#x201d; &#x201c;IL-17 signaling pathway,&#x201d; &#x201c;Cytokine-cytokine receptor interaction,&#x201d; and &#x201c;Natural killer cell mediated cytotoxicity.&#x201d; Enrichment analysis focusing solely on upregulated DEGs showed an even more pronounced association with immune responses (<xref ref-type="supplementary-material" rid="SF3"><bold>Supplementary Figures&#xa0;3A&#x2013;D</bold></xref> and <xref ref-type="supplementary-material" rid="SM1"><bold>Supporting Data 2</bold></xref>). These findings suggest that immune activation may represent a key mechanism in IPF-induced pulmonary vascular remodeling.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Enrichment analyses reveal dominant immune-related pathways. <bold>(A, B)</bold> Top 30 enriched Gene Ontology (GO) terms for all DEGs. <bold>(C, D)</bold> Top 20 enriched KEGG pathways for all DEGs. The enrichment score is presented as -log10(padj).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g005.tif">
<alt-text content-type="machine-generated">Panel A contains a bar graph showing categories of gene ontology terms with color-coded bars for biological process, cellular component, and molecular function, y-axis as negative log adjusted p-value. Panel B features a bubble chart plotting gene ratio against term descriptions, bubble size indicating gene count and color representing adjusted p-value. Panel C shows a bar graph with enriched pathway terms listed on the x-axis, y-axis as negative log adjusted p-value, bars labeled with gene counts. Panel D displays a bubble chart of pathway term enrichment, gene ratio on the x-axis, term descriptions on the y-axis, bubble size for gene count, and color for adjusted p-value.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Immune activation is associated with vascular remodeling in IPF</title>
<p>To experimentally validate the transcriptomic signature indicative of an antiviral-like response, we first examined the expression of key differentially expressed genes (DEGs) within the top-ranked GO term &#x201c;response to virus.&#x201d; qRT-PCR analysis confirmed the significant upregulation of all nine tested DEGs in IPF lungs compared to controls (<xref ref-type="fig" rid="f6"><bold>Figures&#xa0;6A, B</bold></xref>). This molecular signature was further corroborated at the cellular level by flow cytometry (<xref ref-type="fig" rid="f6"><bold>Figures&#xa0;6C, D</bold></xref>). While the absolute increase in T cell frequency was modest (~2&#x2013;3 percentage points), the change was statistically significant and occurred in the context of a globally low inflammatory milieu, suggesting a specific immune activation in response to increased flow.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>IPF activates a virus-response signature and T cell infiltration. <bold>(A)</bold> Heatmap displaying the expression levels of key genes involved in virus-response from RNA-seq data. <bold>(B)</bold> Relative mRNA expression of nine genes from the top-ranked GO term &#x201c;response to virus,&#x201d; as measured by qRT-PCR. <bold>(C)</bold> Representative flow cytometry plots showing CD4+ and CD8+ T cell populations. <bold>(D)</bold> Quantification of CD4+ and CD8+ T cell percentages in the lungs. Data are mean &#xb1; SD; *p &lt; 0.05, **p &lt; 0.01, vs. Sham group (unpaired t-test). n = 5 per group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g006.tif">
<alt-text content-type="machine-generated">Panel A presents a heatmap showing log2 fold changes of gene expression related to response to virus, comparing IPF and sham groups, with red indicating upregulation and blue indicating downregulation; associated p-values and genes are listed. Panel B depicts box plots of mRNA levels for key genes, normalized to GAPDH, with increased expression in IPF versus sham groups, colored red and blue respectively, and significant differences marked. Panel C shows flow cytometry dot plots comparing CD4 and CD8 cell populations in P30 sham and P30 IPF groups. Panel D displays bar graphs quantifying percentages of CD8+ and CD4+ cells, with higher values observed in IPF compared to sham, and statistical significance indicated.</alt-text>
</graphic></fig>
<p>We next investigated whether broad immunosuppression could mitigate the resultant pathology. Treatment of IPF model mice with the immunosuppressant CsA significantly attenuated IPF-induced remodeling of the pulmonary small vasculature (<xref ref-type="fig" rid="f7"><bold>Figures&#xa0;7A&#x2013;D</bold></xref>). To specifically probe the contribution of the antiviral-like response, we administered the type I interferon receptor blocker MAR1-5A3. This targeted intervention similarly led to a significant reduction in pulmonary vascular remodeling (<xref ref-type="supplementary-material" rid="SF4"><bold>Supplementary Figures&#xa0;4A&#x2013;C</bold></xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Immunosuppression attenuates IPF-induced vascular remodeling. <bold>(A)</bold> CsA intervention schedule. <bold>(B)</bold> Representative immunofluorescence images of lung sections (&#x3b1;-SMA in red). <bold>(C)</bold> corresponding quantification of &#x3b1;-SMA fluorescence density from Sham, IPF, and IPF+CsA groups. <bold>(D)</bold> Representative H&amp;E staining of lung sections. Data are mean &#xb1; SD; *p &lt; 0.05,* **p &lt; 0.001 (one-way ANOVA with Tukey&#x2019;s <italic>post-hoc</italic> test). n = 5 per group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1780303-g007.tif">
<alt-text content-type="machine-generated">Figure displaying a study timeline and experimental groups. Panel A shows a linear timeline with surgery at postnatal day 7, CsA treatment from postnatal day 14, and analysis at day 30. Panel B contains immunofluorescent lung tissue images with DAPI and α-SMA staining, including sham, IPF, and IPF+MAR1-5A3 groups, with magnified insets. Panel C presents a box plot quantifying average α-SMA intensity across the three groups, showing increased α-SMA in IPF compared to sham and IPF+MAR1-5A3. Panel D displays H&amp;E stained lung sections for each group with higher magnification images highlighting tissue structure differences.</alt-text>
</graphic></fig>
<p>Collectively, these data demonstrate that the activation of an antiviral-like immune response is associated with pulmonary small vessel remodeling in neonatal IPF and is functionally involved in the remodeling phenotype, as suggested by attenuation with immunomodulatory interventions.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Building upon our previous work, which centered on impaired alveolar development, cardiopulmonary hemodynamic adaptation, and right ventricular immune activation in postnatal volume overload (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>), the present study elucidates novel mechanistic layers underlying pulmonary vascular remodeling. These include: direct histological and molecular evidence of small pulmonary vessel remodeling and smooth muscle phenotypic switching (characterized by upregulated Spp1 and downregulated Myh11), pathway-level identification of a dominant type I IFN/antiviral-like immune signature, and the functional attenuation of remodeling through immunosuppression (Cyclosporine A) and IFN-receptor blockade (MAR1-5A3). Our findings support a strong association between neonatal increased pulmonary flow and pulmonary vascular remodeling and further suggest that a type I interferon/antiviral-like immune program is functionally linked to this remodeling phenotype. This necessitates a critical comparison with the immunological landscape described in classical pulmonary arterial hypertension (PAH) models, revealing a potentially fundamental divergence with significant translational implications.</p>
<p>In canonical adult PAH models&#x2014;such as those induced by chronic hypoxia or monocrotaline&#x2014;the immune response is predominantly characterized as a form of sterile inflammation (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>). The primary triggers are hypoxic stress or direct endothelial toxin injury, leading to the release of damage-associated molecular patterns (DAMPs) (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). This typically results in the recruitment and activation of innate immune cells like macrophages and neutrophils, with a cytokine profile centered on IL-1&#x3b2;, IL-6, and TNF-&#x3b1;. While the adaptive immune system, particularly T cells, may be involved, it often operates within this broader inflammatory context (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>In stark contrast, our neonatal IPF model reveals an immune signature overwhelmingly skewed toward antiviral defense and type I IFN responses. GO and KEGG analyses highlight the most significantly enriched pathways as &#x201c;response to virus,&#x201d; &#x201c;defense response to virus,&#x201d; and &#x201c;response to IFN-beta.&#x201d; This pattern likely reflects a conserved type I interferon&#x2013;dominant stress/immune program that can be triggered by non-infectious stimuli (e.g., mechanical stress or endothelial injury), rather than evidence of a literal viral-mimicking process. This immune activation is not merely transcriptional; it is functionally substantiated by a significant influx of CD4+ and CD8+ T cells and the demonstrable attenuation of vascular remodeling following treatment with the immunosuppressant CsA and IFN-receptor blocker MAR1-5A3.</p>
<p>This dichotomy&#x2014;sterile injury-induced inflammation versus flow-induced antiviral mimicry&#x2014;may lie at the heart of the translational &#x201c;valley of death&#x201d; in PAH therapeutics. Pharmacological agents developed and validated in adult models effectively target pathways relevant to hypoxia or generalized inflammation but may completely overlook the dominant IFN-driven and cytotoxic T-cell axes activated in early-life, flow-induced PAH (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). By recapitulating this unique immunophenotype, Our model provides a crucial explanatory platform for these clinical discrepancies. It posits that the immunological basis of pediatric PAH associated with congenital left-to-right shunts is distinct, potentially necessitating therapies that modulate specific antiviral-like pathways or T-cell responses rather than broad-spectrum anti-inflammatory agents.</p>
<p>In summary, the translational relevance of this model is underscored by three key aspects:(1) Developmental Specificity: It captures the critical postnatal window of lung and vascular maturation, a facet absent in adult models. (2) Hemodynamic Etiology: Remodeling is driven by chronic flow overload from a left-to-right shunt, rather than hypoxia or toxin exposure, closely mirroring the pathogenesis of congenital heart disease-associated pediatric PAH. (3) Distinct Immune Phenotype: The identified immune program fundamentally differs from the sterile inflammatory profiles of adult PAH models, suggesting that therapeutic targets derived from adult systems may lack efficacy in the pediatric setting.</p>
<p>In conclusion, beyond establishing the causative role of neonatal IPF in initiating vascular remodeling, our work emphasizes that the nature of the ensuing immune response is critically dependent on both the model etiology and the developmental stage. The neonatal IPF model unveils a previously underappreciated immunopathogenic pathway, offering a novel and clinically relevant framework for developing targeted interventions aimed at the specific immune dysregulation occurring in the developing lungs of children with left-to-right shunts. Future studies employing single-cell and spatial transcriptomic analyses will be essential to resolve the precise cellular origins and spatial interactions underpinning this unique immune program.</p>
<p>Several limitations of this study should be acknowledged. First, transcriptomic and RT&#x2013;qPCR analyses identify pathway associations and directionally consistent expression changes but do not, by themselves, establish a singular causal mechanism. Second, bulk RNA sequencing lacks cell-type resolution, and future studies using single-cell or spatial transcriptomic approaches will be required to define cellular sources and intercellular signaling interactions more precisely. Third, vascular structure was defined using established morphological and smooth muscle marker criteria, but additional endothelial&#x2013;smooth muscle co-staining would further refine structural specificity. Finally, although pharmacologic and receptor-blocking interventions provide functional support for immune pathway involvement, more cell-type&#x2013;specific genetic approaches will be required to delineate precise causal pathways.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: GSE291221 (GEO).</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Shanghai Children&#x2019;s Medical Center Institutional Animal Care and Use Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>SZ: Conceptualization, Data curation, Formal analysis, Writing&#xa0;&#x2013; original draft. HL: Conceptualization, Data curation, Formal analysis, Writing &#x2013; original draft. SS: Data curation, Investigation, Writing &#x2013; original draft. YX: Investigation, Writing&#xa0;&#x2013; original draft. DL: Data curation, Investigation, Writing&#xa0;&#x2013; review &amp; editing. JPW: Funding acquisition, Writing&#xa0;&#x2013; review &amp; editing. YH: Funding acquisition, Writing &#x2013; review &amp; editing, Software. JW: Validation, Writing &#x2013; review &amp; editing. LY: Conceptualization, Funding acquisition, Supervision, Validation, Writing &#x2013; review &amp; editing.</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>
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<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2026.1780303/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2026.1780303/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table1.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table2.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table3.xlsx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table4.xlsx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Image1.tif" id="SF1" mimetype="image/tiff"><label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Shunt patency and stability revealed by abdominal ultrasound imaging. <bold>(A)</bold> Representative of abdominal ultrasound imaging at P14 and P21. <bold>(B)</bold> Quantification of peak velocity at the fistula.</p>
</caption></supplementary-material>
<supplementary-material xlink:href="Image2.tif" id="SF2" mimetype="image/tiff"><label>Supplementary Figure&#xa0;2</label>
<caption>
<p>Time-course analyses of pulmonary vessels remodeling and pulmonary vascular resistance. <bold>(A)</bold> Representative of pulmonary vessels imaging at P14 and P30. <bold>(B)</bold> Quantification of small pulmonary vessels median thickness(%). <bold>(C)</bold> Representative of right ventricular catheterization at P30. <bold>(D)</bold> Quantification of right ventricular systolic pressure (RVSP). Data are mean &#xb1; SD; *p &lt; 0.05,* **p &lt; 0.001 (one-way ANOVA with Tukey&#x2019;s <italic>post-hoc</italic> test). n = 5 per group.</p>
</caption></supplementary-material>
<supplementary-material xlink:href="Image3.tif" id="SF3" mimetype="image/tiff"><label>Supplementary Figure&#xa0;3</label>
<caption>
<p>Enrichment analysis of upregulated differentially expressed genes (DEGs) highlights predominant immune pathway activation. <bold>(A)</bold> Top 30 enriched Gene Ontology (GO) terms specific to upregulated DEGs. Terms related to immune and defense responses are prominently enriched. <bold>(B)</bold> Scatter plot of the top enriched GO terms, with color representing the statistical significance (-log10(padj)) and dot size indicating the number of genes in each term. <bold>(C)</bold> Top 20 enriched Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways for upregulated DEGs. Immune-related pathways, including viral infection and cytokine-cytokine receptor interaction, dominate the list. <bold>(D)</bold> Bubble plot of the top enriched KEGG pathways, where bubble size represents the gene count and color indicates the enrichment significance. These analyses, focused exclusively on upregulated genes, reinforce the conclusion that immune system activation is a central transcriptional response to neonatal increased pulmonary flow (IPF).</p>
</caption></supplementary-material>
<supplementary-material xlink:href="Image4.tif" id="SF4" mimetype="image/tiff"><label>Supplementary Figure&#xa0;4</label>
<caption>
<p>IFN-receptor blocker MAR1-5A3 attenuates IPF-induced vascular remodeling. <bold>(A)</bold> Representative immunofluorescence images of lung sections (&#x3b1;-SMA in red). <bold>(B)</bold> corresponding quantification of &#x3b1;-SMA fluorescence density from Sham, IPF, and IPF+MAR1-5A3 groups. <bold>(C)</bold> Representative H&amp;E staining of lung sections. Data are mean &#xb1; SD; *p &lt; 0.05,* **p &lt; 0.001 (one-way ANOVA with Tukey&#x2019;s <italic>post-hoc</italic> test). n = 5 per group.</p>
</caption></supplementary-material></sec>
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<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/68884">Oscar Arias-Carri&#xf3;n</ext-link>, National Institute of Rehabilitation Luis Guillermo Ibarra Ibarra, Mexico</p></fn>
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