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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2026.1747971</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Biomarker-based diagnosis of ventilator-associated pneumonia using serum and bronchoalveolar lavage fluid levels of presepsin, procalcitonin, and lipopolysaccharide-binding protein</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ni</surname><given-names>Fang-Hui</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3283175/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
</contrib-group>
<aff id="aff1"><institution>Emergency Department, Pingyang Hospital Affiliated to Wenzhou Medical University</institution>, <city>Wenzhou</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Fang-Hui Ni, <email xlink:href="mailto:nifanghui@126.com">nifanghui@126.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-25">
<day>25</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>16</volume>
<elocation-id>1747971</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>05</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Ni.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Ni</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-25">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>Objective</title>
<p>Mechanically ventilated patients are often confronted with ventilator-associated pneumonia (VAP), showing an increased risk of mortality. Early identification of biomarkers associated with VAP may ease the diagnosis and guide preventive interventions. In this study, we investigated the diagnostic value of VAP using serum and bronchoalveolar lavage fluid (BALF) levels of presepsin, procalcitonin (PCT), and lipopolysaccharide-binding protein (LBP).</p>
</sec>
<sec>
<title>Methods</title>
<p>The serum and BALF samples were collected from 300 consecutive mechanically ventilated patients with a clinical suspicion of VAP by bronchoscopy. Among these 300 patients, 126 patients had confirmed VAP, while 174 did not meet the criteria for VAP.</p>
</sec>
<sec>
<title>Results</title>
<p>The reference ranges of serum presepsin, PCT, and LBP in patients with confirmed VAP were all higher than those in patients with VAP criteria not fulfilled (<italic>p</italic> &lt; 0.0001). The reference ranges of BALF presepsin and LBP were both higher in patients with confirmed VAP than those in patients with VAP criteria not fulfilled (<italic>p</italic> &lt; 0.0001), whereas the reference range of BALF PCT did not differ between the two groups (<italic>p</italic> = 0.202). Subgroup analysis based on main pathologies found higher levels of serum LBP, BALF presepsin, and LBP in the gram-negative group than in the gram-positive group (<italic>p</italic> &lt; 0.001). Serum levels of presepsin, PCT, and LBP for VAP diagnosis presented AUC values of 0.81, 0.76, and 0.78, respectively. Combined analysis of serum presepsin and LBP for the diagnostic evaluation of VAP showed an AUC of 0.88, and combined analysis of the three serum levels for the diagnostic evaluation of VAP showed an AUC of 0.90. The BALF levels of presepsin and LBP for VAP diagnosis presented AUC values of 0.85 and 0.84, respectively. Combined analysis of the two BALF levels for the diagnostic evaluation of VAP showed an AUC of 0.92. Combining BALF levels of presepsin and LBP may yield better diagnostic value for the development of VAP in mechanically ventilated patients than serum.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our findings point to the importance of selecting the correct biological fluid when analyzing molecular diagnostics for definitive VAP among mechanically ventilated patients with suspicion of VAP.</p>
</sec>
</abstract>
<kwd-group>
<kwd>diagnosis</kwd>
<kwd>lipopolysaccharide-binding protein</kwd>
<kwd>mechanical ventilation</kwd>
<kwd>presepsin</kwd>
<kwd>procalcitonin</kwd>
<kwd>ventilator-associated pneumonia</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The study was supported by the project entitled &#x201c;The early diagnosis and prognosis evaluation of presepsin and PCT in bronchoalveolar lavage fluid for patients with ventilator-associated pneumonia&#x201d; (Grant No. Y2023654).</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="9"/>
<word-count count="4273"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Clinical and Diagnostic Microbiology and Immunology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Ventilator-associated pneumonia (VAP) is a significant clinical entity that affects up to 20% of patients requiring mechanical ventilation, leading to an increase in significant morbidity and mortality in the intensive care unit (ICU) (<xref ref-type="bibr" rid="B13">Howroyd et&#xa0;al., 2024</xref>). Some risk factors of VAP have been identified, such as older age, tracheostomy, and longer duration of mechanical ventilation (<xref ref-type="bibr" rid="B32">Rosenthal et&#xa0;al., 2025</xref>). There is no single best definition for the diagnosis of VAP, and current diagnostic methods rely on combinations of chest radiology, clinical signs and symptoms, and/or quantitative microbiological testing (<xref ref-type="bibr" rid="B8">Fally et&#xa0;al., 2024</xref>). Rapid identification of mechanically ventilated patients with an increased risk of VAP may accelerate the diagnosis and develop control measures (<xref ref-type="bibr" rid="B10">Frondelius et&#xa0;al., 2024</xref>). Better markers of VAP should accelerate the diagnosis, aid in antibiotic treatment, and evaluate the prognosis.</p>
<p>Biomarker-based diagnosis of VAP has been commonly studied using two sample types: serum and bronchoalveolar lavage fluid (BALF) (<xref ref-type="bibr" rid="B30">Pinilla-Gonzalez et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B43">Yang et&#xa0;al., 2025</xref>). Procalcitonin (PCT) is the precursor structure of the calcitonin hormone with 116 amino acids, and it has been described as a host-response biomarker with clinical value for diagnosing pneumonia, bacterial peritonitis, and sepsis (<xref ref-type="bibr" rid="B27">Paudel et&#xa0;al., 2020</xref>). Previous evidence showed PCT as a pertinent biomarker for VAP diagnosis and a helpful tool for antibiotic discontinuation (<xref ref-type="bibr" rid="B5">Cortes et&#xa0;al., 2021</xref>). However, a recent systematic review fails to provide sufficient evidence to support the role of PCT in the routine assessment of patients with VAP (<xref ref-type="bibr" rid="B2">Alessandri et&#xa0;al., 2021</xref>). Even in BALF, PCT concentration seemed to be less valuable in discriminating VAP and inflammation (<xref ref-type="bibr" rid="B18">Linssen et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B12">Grover et&#xa0;al., 2014</xref>). Presepsin, also known as soluble CD14 subtype (sCD14-ST), is a 13-kDa truncated form of soluble CD14 (sCD14) with 64 amino acid residues, which exhibits favorable diagnostic accuracy in sepsis across neonates, children, and adults (<xref ref-type="bibr" rid="B9">Formenti et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B29">Peng et&#xa0;al., 2025</xref>). Increasing evidence showed a higher diagnostic accuracy offered by presepsin than other conventional biomarkers, including PCT, high-sensitivity C-reactive protein (hs-CRP), and IL-6 during bacterial sepsis (<xref ref-type="bibr" rid="B16">Kweon et&#xa0;al., 2014</xref>). The plasma level of presepsin was found to be increased after bacterial infections and decreased following antibiotic treatment in critically ill patients (<xref ref-type="bibr" rid="B11">Galliera et&#xa0;al., 2019</xref>). Measurements of presepsin in the samples of tracheal aspirate obtained from intubated newborns suggested that presepsin could serve as a complementary marker in diagnosing early-onset neonatal pneumonia (<xref ref-type="bibr" rid="B34">Savic et&#xa0;al., 2018</xref>). Lipopolysaccharide-binding protein (LBP) is an acute-phase protein that plays an essential role in the pulmonary immune response to gram-negative infection (<xref ref-type="bibr" rid="B17">Laryushina et&#xa0;al., 2024</xref>). LBP level on the 1st day of suspected sepsis has shown a better diagnostic value of sepsis than PCT and soluble CD14 in critically ill neonates and children (<xref ref-type="bibr" rid="B28">Pavcnik-Arnol et&#xa0;al., 2007</xref>). LBP has been studied in combination with PCT and presepsin to diagnose and monitor VAP and sepsis, showing significant clinical value (<xref ref-type="bibr" rid="B25">Mussap et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B33">Rumende and Mahdi, 2013</xref>). However, there is limited evidence showing combinations of presepsin, PCT, and LBP for VAP diagnosis in mechanically ventilated patients. In this study, we examined serum and BALF levels of presepsin, PCT, and LBP in mechanically ventilated patients with VAP and also compared their diagnostic values alone or in combination.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Population</title>
<p>This prospective observational study included mechanically ventilated patients with a clinical suspicion of VAP in the Intensive Care Unit (ICU) of Pingyang Hospital Affiliated to Wenzhou Medical University between January 2024 and December 2024. The inclusion criteria were duration of mechanical ventilation &gt;48 h and age &#x2265;18 years. The definitive diagnosis of VAP in this study was based on the 2005 American Thoracic Society/Infectious Diseases Society of America guidelines, a Clinical Pulmonary Infection Score (CPIS) &#x2265;6, and positive BALF microbiological findings. The exclusion criteria were VAP caused by viral infections alone, diagnosis of tuberculosis, pulmonary hemorrhage, chronic interstitial pneumonia, acute respiratory distress syndrome, lung tumors prior to mechanical ventilation, the presence of other infections acquired during ICU stay, a high risk for fiberoptic bronchoscopy, thoracic dressings, pregnancy, and refusal to participate. Informed written consent was obtained from the relatives of all ventilated patients. Ethical permission was received from the Ethics Committee of Pingyang Hospital Affiliated to Wenzhou Medical University.</p>
</sec>
<sec id="s2_2">
<title>Sample acquisition and processing</title>
<p>Mechanically ventilated patients suspected of VAP underwent bronchoscopy with bronchoalveolar lavage as part of the routine diagnostic workup. The bronchoalveolar lavage procedures were performed within 12 h when mechanically ventilated patients were suspected of VAP. A fiberoptic bronchoscope (Pentax FB-15H/FB-15X, Pentax Medicals, Tokyo, Japan) was wedged into the segmental or subsegmental bronchus, followed by instillation and recovery of 5&#x2013;7 aliquots of 20 mL sterile saline 0.9% (0.9% NaCl). The BALF samples were sent to the laboratory within 15 min after bronchoscopy and processed immediately. Microbiological analysis of the BALF samples was performed on blood agar and chocolate agar plates. BALF cytology included total cell counts and differential cell counts. Viruses, including <italic>influenza A</italic>, <italic>influenza A H1</italic>, <italic>influenza A H1-2009</italic>, <italic>influenza A H3</italic>, <italic>influenza B</italic>, <italic>parainfluenza virus</italic> (<italic>types 1</italic>, <italic>2</italic>, <italic>3</italic>, and <italic>4</italic>), <italic>respiratory syncytial virus</italic> (<italic>RSV</italic>) <italic>type A</italic>, <italic>RSV type B</italic>, <italic>human rhinovirus</italic>, <italic>SARS-CoV-2</italic>, <italic>adenovirus</italic>, <italic>coronaviruses</italic> (<italic>229E</italic>, <italic>NL63</italic>, <italic>OC43</italic>, and <italic>HKU1</italic>), <italic>human metapneumovirus</italic>, <italic>Chlamydia pneumoniae</italic>, and <italic>Mycoplasma pneumoniae</italic>, in the BALF or nasopharyngeal swab were tested by the real-time polymerase chain reaction (RT-PCR) using the cobas eplex respiratory pathogen panel 2 kit (Roche Diagnostics, Basel, Switzerland). Blood samples were collected along with bronchoalveolar lavage procedures using EDTA-containing tubes from each ventilated patient prior to bronchoscopy and were immediately centrifuged at 1,500<italic>g</italic> for 30 min to obtain serum.</p>
</sec>
<sec id="s2_3">
<title>VAP definition</title>
<p>The definitive diagnosis of VAP in this study was based on the 2005 American Thoracic Society/Infectious Diseases Society of America guidelines, CPIS &#x2265;6, and positive BALF microbiological findings as follows:</p>
<list list-type="order">
<list-item>
<p>2005 American Thoracic Society/Infectious Diseases Society of America guidelines: Evidence of new or progressive radiological infiltrates after 48 h of endotracheal intubation and at least two of the following signs: body temperature &#x2265;38&#xb0;C or &lt;36&#xb0;C, white blood cell (WBC) counts &#x2265;10,000/&#x3bc;L or &#x2264;4,000 cells/mm<sup>3</sup>, and purulent respiratory secretions (<xref ref-type="bibr" rid="B3">American Thoracic, 2005</xref>).</p></list-item>
<list-item>
<p>CPIS &#x2265;6 (<xref ref-type="bibr" rid="B19">Luna et&#xa0;al., 2003</xref>): The CPIS includes temperature, blood leukocytes per mm<sup>3</sup>, tracheal secretions, oxygenation PaO<sub>2</sub>/FIO<sub>2</sub> (mmHg), and chest radiograph. The simplified version of the CPIS is presented in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>. Higher scores indicate a greater likelihood of VAP.</p></list-item>
<list-item>
<p>Positive microbiological findings in BALF: A quantitative culture result of BALF &#x2265;10<sup>4</sup> cfu/mL (<xref ref-type="bibr" rid="B38">Torres and El-Ebiary, 2000</xref>).</p></list-item>
</list>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The simplified version of the CPIS.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Parameter</th>
<th valign="middle" align="center">Point</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="2" align="left">Temperature, &#xb0;C</th>
</tr>
<tr>
<td valign="middle" align="left">36.5&#x2013;38.4</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">38.5&#x2013;38.9</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2265;39 or &#x2264;36</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">White blood cell count, &#xd7;10<sup>3</sup>/&#x3bc;L</th>
</tr>
<tr>
<td valign="middle" align="left">4.0&#x2013;11.0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&gt;11.0 or &lt;4.0</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Tracheal secretions</th>
</tr>
<tr>
<td valign="middle" align="left">Few</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">Moderate</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">Large</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="left">Purulent</td>
<td valign="middle" align="center">+1</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Oxygenation PaO<sub>2</sub>/FIO<sub>2</sub>, mmHg</th>
</tr>
<tr>
<td valign="middle" align="left">&gt;240 or presence of ARDS</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2264;240 and absence of ARDS</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Chest radiograph</th>
</tr>
<tr>
<td valign="middle" align="left">No infiltrate</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">Patchy or diffuse infiltrate</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">Localized infiltrate</td>
<td valign="middle" align="center">2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ARDS, acute respiratory distress syndrome.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_4">
<title>Presepsin, PCT, and LBP determinations</title>
<p>The BALF supernatants were obtained by centrifugation at 3,000<italic>g</italic> for 15 min. Presepsin (pg/mL), PCT (ng/mL), and LBP (&#x3bc;g/mL) in the BALF supernatants and serum were determined by the enzyme-linked immunosorbent assay using the kits for presepsin (ml059920), PCT (ml106700), and LBP (ml105950) (Shanghai Enzyme-Linked Biotechnology, China). The normal reference values of presepsin, PCT, and LBP concentrations in serum were 0&#x2013;300 pg/mL, 0&#x2013;0.5 ng/mL, and 0&#x2013;10 &#x3bc;g/mL, respectively (<xref ref-type="bibr" rid="B24">Morgenthaler et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B15">Kopp et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B14">Kang et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2_5">
<title>Statistics</title>
<p>After evaluation of normality assumptions through the Shapiro&#x2013;Wilk tests, quantitative data were described as either mean with standard deviation (SD) or median with interquartile range (IQR). Data expressed as mean with SD were analyzed using parametric tests (independent <italic>t</italic>-test), whereas data expressed as median with IQR were analyzed using non-parametric tests (Mann&#x2013;Whitney <italic>U</italic> test). Categorical data were reported as numbers with percentages (%) and analyzed using the chi-squared test. The receiver operating characteristic (ROC) curves and their summary statistics [area under the curve (AUC)] with 95% confidence intervals (CIs) were used to evaluate the diagnostic values of serum and BALF levels of presepsin, PCT, and LBP for VAP. Using multiple logistic regression, presepsin, PCT, and LBP were combined to yield a diagnostic value. All statistical analyses were conducted using IBM SPSS Statistics 27.0 for Windows (IBM, Armonk, NY, USA), and a significant difference was indicated by a <italic>p</italic>-value of &lt;0.05 (two-tailed).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Patient characteristics</title>
<p>In the study period, BALF samples with paired serum samples were collected from 300 mechanically ventilated patients suspected of VAP. Among these 300 patients, 126 (42.0%) had confirmed VAP, including 71 cases (56.3%) caused by gram-negative microorganisms, 52 cases (41.3%) caused by gram-positive microorganisms, and 3 cases (2.4%) caused by fungi. Among the 126 patients with confirmed VAP, there were 17 cases with viral co-infections. The distribution of the identified pathogens in patients with confirmed VAP is presented in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table&#xa0;1</bold></xref>. Patient characteristics are listed in <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>, stratified by patients with confirmed VAP and those with VAP criteria not fulfilled.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Patient characteristics, stratified to patients with confirmed VAP and those with VAP criteria not fulfilled.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Characteristic</th>
<th valign="middle" align="center">Patients with confirmed VAP (<italic>n</italic> = 126)</th>
<th valign="middle" align="center">Patients with VAP criteria not fulfilled (<italic>n</italic> = 174)</th>
<th valign="middle" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Age (years, mean &#xb1; SD)</td>
<td valign="middle" align="center">56.3 &#xb1; 9.0</td>
<td valign="middle" align="center">57 &#xb1; 8.8</td>
<td valign="middle" align="center">0.463</td>
</tr>
<tr>
<td valign="middle" align="left">Sex (<italic>n</italic>/%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.275</td>
</tr>
<tr>
<td valign="middle" align="left">Male</td>
<td valign="middle" align="center">85 (67.5%)</td>
<td valign="middle" align="center">110 (60.9%)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">Female</td>
<td valign="middle" align="center">41 (32.5)</td>
<td valign="middle" align="center">64 (39.1%)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">COPD (<italic>n</italic>/%)</td>
<td valign="middle" align="center">18 (14.3%)</td>
<td valign="middle" align="center">20 (11.5%)</td>
<td valign="middle" align="center">0.487</td>
</tr>
<tr>
<td valign="middle" align="left">Immunosuppression (<italic>n</italic>/%)</td>
<td valign="middle" align="center">20 (15.9%)</td>
<td valign="middle" align="center">32 (18.4%)</td>
<td valign="middle" align="center">0.644</td>
</tr>
<tr>
<td valign="middle" align="left">Reasons for mechanical ventilation (<italic>n</italic>/%)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.317</td>
</tr>
<tr>
<td valign="middle" align="left">Acute respiratory failure</td>
<td valign="middle" align="center">78 (61.9%)</td>
<td valign="middle" align="center">94 (54.0%)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">AECOPD</td>
<td valign="middle" align="center">4 (3.2%)</td>
<td valign="middle" align="center">13 (7.5%)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">Trauma/postoperative respiratory failure</td>
<td valign="middle" align="center">39 (30.9%)</td>
<td valign="middle" align="center">58 (33.3%)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">Nervous system diseases</td>
<td valign="middle" align="center">5 (4.0%)</td>
<td valign="middle" align="center">9 (5.2%)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">WBC count [&#xd7;10<sup>9</sup>/L, median (IQR)]</td>
<td valign="middle" align="center">10.5 (5.8&#x2013;15.3)</td>
<td valign="middle" align="center">9.1 (6.3&#x2013;13.3)</td>
<td valign="middle" align="center">0.146</td>
</tr>
<tr>
<td valign="middle" align="left">hs-CRP [mg/L, median (IQR)]</td>
<td valign="middle" align="center">27.5 (15.6&#x2013;40.0)</td>
<td valign="middle" align="center">23.5 (11.2&#x2013;37.3)</td>
<td valign="middle" align="center">0.062</td>
</tr>
<tr>
<td valign="middle" align="left">APACHE II score [median (IQR)]</td>
<td valign="middle" align="center">20.0 (13.8&#x2013;27.0)</td>
<td valign="middle" align="center">18.0 (10.8&#x2013;27.0)</td>
<td valign="middle" align="center">0.068</td>
</tr>
<tr>
<td valign="middle" align="left">IDSA criteria fulfilled (<italic>n</italic>/%)</td>
<td valign="middle" align="center">106 (84.1%)</td>
<td valign="middle" align="center">42 (24.4%)</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="middle" align="left">CPIS [median (IQR)]</td>
<td valign="middle" align="center">7.0 (6.0&#x2013;8.0)</td>
<td valign="middle" align="center">2.0 (1.0&#x2013;4.0)</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="middle" align="left">Duration of mechanical ventilation [days, median (IQR)]</td>
<td valign="middle" align="center">14.0 (9.0&#x2013;18.0)</td>
<td valign="middle" align="center">12.0 (8.0&#x2013;17.0)</td>
<td valign="middle" align="center">0.109</td>
</tr>
<tr>
<td valign="middle" align="left">Time of sampling [days, median (IQR)]</td>
<td valign="middle" align="center">7.0 (5.0&#x2013;9.0)</td>
<td valign="middle" align="center">6.0 (4.0&#x2013;8.0)</td>
<td valign="middle" align="center">0.413</td>
</tr>
<tr>
<td valign="middle" align="left">Antibiotic use at the time of sampling</td>
<td valign="middle" align="center">94 (74.6%)</td>
<td valign="middle" align="center">113 (64.9%)</td>
<td valign="middle" align="center">0.078</td>
</tr>
<tr>
<td valign="middle" align="left">Mortality (<italic>n</italic>/%)</td>
<td valign="middle" align="center">51 (40.5%)</td>
<td valign="middle" align="center">48 (31.0%)</td>
<td valign="middle" align="center">0.111</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data summarized as median with IQR were analyzed by non-parametric tests (Mann&#x2013;Whitney <italic>U</italic> test), and those summarized as mean &#xb1; SD were analyzed by parametric tests (independent <italic>t</italic>-test). Categorical variables were analyzed using chi-squared tests.</p></fn>
<fn>
<p>VAP, ventilator-associated pneumonia; AECOPD, acute exacerbation of chronic obstructive pulmonary disease; WBC, white blood cell; CRP, C-reactive protein; APACHE II, Acute Physiology and Chronic Health Evaluation II; CPIS, Clinical Pulmonary Infection Score; SD, standard deviation; IQR, interquartile range.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Serum levels of presepsin, PCT, and LBP according to VAP</title>
<p>In patients with confirmed VAP, the median values of serum presepsin, PCT, and LBP were 730.0 pg/mL (IQR: 587.5&#x2013;982.3 pg/mL), 6.75 ng/mL (IQR: 4.87&#x2013;8.52 ng/mL), and 36.41 &#x3bc;g/mL (IQR: 23.74&#x2013;52.67 &#x3bc;g/mL), respectively. In patients with VAP criteria not fulfilled, the median values of the three variables were 468.0 pg/mL (IQR: 323.8&#x2013;583.3 pg/mL), 4.34 ng/mL (IQR: 3.40&#x2013;5.59 ng/mL), and 18.00 &#x3bc;g/mL (IQR: 9.29&#x2013;26.48 &#x3bc;g/mL), respectively. The reference ranges of serum presepsin, PCT, and LBP in patients with confirmed VAP were all higher than those in patients with VAP criteria not fulfilled (<italic>p</italic> &lt; 0.0001; <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1A</bold></xref>). Subgroup analysis of patients with confirmed VAP based on age showed no significant differences in the three variables between subgroups &lt;65 and &#x2265;65 years (the reference ranges are listed in <xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>). Subgroup analysis based on main pathologies found higher levels of serum LBP in the gram-negative group than in the gram-positive group (<italic>p</italic> &lt; 0.0001; the reference ranges are listed in <xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>), but serum presepsin and PCT were similar.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Serum <bold>(A)</bold> and BALF <bold>(B)</bold> levels of presepsin, PCT, and LBP in mechanically ventilated patients with confirmed VAP or VAP criteria not fulfilled. Data summarized as median with IQR were analyzed by non-parametric tests (Mann&#x2013;Whitney <italic>U</italic> test). ****<italic>p</italic> &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1747971-g001.tif">
<alt-text content-type="machine-generated">Box plot figure comparing biomarker concentrations in confirmed VAP versus unfulfilled VAP criteria. Panels show higher levels of serum and BALF presepsin, serum and BALF LBP, and serum PCT in confirmed VAP (orange) compared to unfulfilled VAP criteria (blue), each with significant differences indicated by asterisks.</alt-text>
</graphic></fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>The reference ranges of serum and BALF levels of presepsin, PCT, and LBP according to age- and pathology-stratified subgroups in patients with confirmed VAP.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Item</th>
<th valign="middle" align="center">&lt;65 years (<italic>n</italic> = 103)</th>
<th valign="middle" align="center">&#x2265;65 years (<italic>n</italic> = 23)</th>
<th valign="middle" align="center">Gram-negative (<italic>n</italic> = 71)</th>
<th valign="middle" align="center">Gram-positive (<italic>n</italic> = 52)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="5" align="left">Serum</th>
</tr>
<tr>
<td valign="middle" align="left">Presepsin (pg/mL)</td>
<td valign="middle" align="center">715.0 (556.0&#x2013;979.0)</td>
<td valign="middle" align="center">791.0 (712.0&#x2013;1,049.0)</td>
<td valign="middle" align="center">816.0 (602.0&#x2013;983.0)</td>
<td valign="middle" align="center">703.5 (539.8&#x2013;943.5)</td>
</tr>
<tr>
<td valign="middle" align="left">PCT (ng/mL)</td>
<td valign="middle" align="center">6.76 (4.94&#x2013;8.32)</td>
<td valign="middle" align="center">6.74 (4.40&#x2013;9.64)</td>
<td valign="middle" align="center">6.64 (5.03&#x2013;9.25)</td>
<td valign="middle" align="center">7.03 (4.40&#x2013;8.08)</td>
</tr>
<tr>
<td valign="middle" align="left">LBP (&#x3bc;g/mL)</td>
<td valign="middle" align="center">36.32 (23.72&#x2013;51.84)</td>
<td valign="middle" align="center">36.65 (27.53&#x2013;62.56)</td>
<td valign="middle" align="center">40.53 (30.46&#x2013;60.72)<sup>*</sup></td>
<td valign="middle" align="center">29.99 (18.75&#x2013;40.96)<sup>*</sup></td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">BALF</th>
</tr>
<tr>
<td valign="middle" align="left">Presepsin (pg/mL)</td>
<td valign="middle" align="center">174.0 (55.0&#x2013;662.0)</td>
<td valign="middle" align="center">253.0 (131.0&#x2013;728.0)</td>
<td valign="middle" align="center">220.0 (142.0&#x2013;759.0)<sup>*</sup></td>
<td valign="middle" align="center">90.5 (17.0&#x2013;642.3)<sup>*</sup></td>
</tr>
<tr>
<td valign="middle" align="left">PCT (ng/mL)</td>
<td valign="middle" align="center">0.57 (0.00&#x2013;3.80)</td>
<td valign="middle" align="center">0.56 (0.11&#x2013;4.13)</td>
<td valign="middle" align="center">0.58 (0.00&#x2013;4.02)</td>
<td valign="middle" align="center">0.54 (0.00&#x2013;1.32)</td>
</tr>
<tr>
<td valign="middle" align="left">LBP (&#x3bc;g/mL)</td>
<td valign="middle" align="center">2.87 (2.30&#x2013;3.97)</td>
<td valign="middle" align="center">3.34 (2.46&#x2013;4.57)</td>
<td valign="middle" align="center">3.34 (2.64&#x2013;4.53)<sup>*</sup></td>
<td valign="middle" align="center">2.69 (1.72&#x2013;3.30)<sup>*</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data summarized as median with IQR were analyzed by non-parametric tests (Mann&#x2013;Whitney <italic>U</italic> test).</p></fn>
<fn>
<p>*<italic>p</italic> &lt; 0.0001 between the two subgroups.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>BALF levels of presepsin, PCT, and LBP according to VAP</title>
<p>The median values of BALF presepsin, PCT, and LBP were 184.0 pg/mL (IQR: 68.0&#x2013;678.5 pg/mL), 0.57 ng/mL (IQR: 0.00&#x2013;3.80 ng/mL), and 3.01 &#x3bc;g/mL (IQR: 2.41&#x2013;3.97 &#x3bc;g/mL), respectively, in patients with confirmed VAP. The median values of BALF presepsin, PCT, and LBP were 8.0 pg/mL (IQR: 0.0&#x2013;35.3 pg/mL), 0.47 ng/mL (IQR: 0.0&#x2013;1.71), and 0.94 &#x3bc;g/mL (IQR: 0.14&#x2013;2.06 &#x3bc;g/mL), respectively, in patients with VAP criteria not fulfilled. The reference ranges of BALF presepsin and LBP were both higher in patients with confirmed VAP than those in patients with VAP criteria not fulfilled (<italic>p</italic> &lt; 0.0001; <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>). However, the reference range of BALF PCT did not differ between the two groups (<italic>p</italic> = 0.202). Age-stratified analysis showed no significant differences in BALF presepsin and LBP between &lt;65 and &#x2265;65 years (the reference ranges are listed in <xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>). Pathology-stratified analysis found higher levels of BALF presepsin and LBP in the gram-negative group than in the gram-positive group (<italic>p</italic> = 0.004 and <italic>p</italic> &lt; 0.0001; the reference ranges are listed in <xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>), but BALF PCT was similar.</p>
</sec>
<sec id="s3_4">
<title>Diagnosis of the serum levels of presepsin, PCT, and LBP for VAP</title>
<p>The serum levels of presepsin, PCT, and LBP for VAP diagnosis demonstrated AUC values of 0.81 (95% CI: 0.76&#x2013;0.86; sensitivity: 75.4%; specificity: 73.0%; cutoff value: 590 pg/mL), 0.76 (95% CI: 0.71&#x2013;0.82; sensitivity: 63.5%; specificity: 82.8%; cutoff value: 6.15 ng/mL), and 0.78 (95% CI: 0.73&#x2013;0.84; sensitivity: 73.0%; specificity: 75.3%; cutoff value: 26.43 &#x3bc;g/mL), respectively. Combined analysis of the serum presepsin and LBP for the diagnostic evaluation of VAP showed an AUC of 0.88 (95% CI: 0.84&#x2013;0.92; sensitivity: 78.6%; specificity: 86.2%). Combined analysis of the three serum levels for the diagnostic evaluation of VAP showed an AUC of 0.90 (95% CI: 0.87&#x2013;0.94; sensitivity: 88.0%; specificity: 80.0%) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). The serum level of LBP in diagnosing gram-negative VAP demonstrated an AUC of 0.71 (95% CI: 0.62&#x2013;0.80; sensitivity: 72.0%; specificity: 60.0%; cutoff value: 33.29 ng/mL) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>ROC curves showing diagnosis of serum levels of presepsin, PCT, and LBP for VAP <bold>(A)</bold> and gram-negative VAP <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1747971-g002.tif">
<alt-text content-type="machine-generated">Panel A shows a grouped line chart of receiver operating characteristic curves comparing sensitivity and specificity for several serum biomarkers and their combinations, while Panel B presents a similar curve for serum LBP alone; both use a green reference line for comparison.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_5">
<title>Diagnosis of BALF levels of presepsin and LBP for VAP</title>
<p>The BALF levels of presepsin and LBP for VAP diagnosis presented AUC values of 0.85 (95% CI: 0.80&#x2013;0.89; sensitivity: 85.7%; specificity: 74.7%; cutoff value: 31.5 pg/mL) and 0.84 (95% CI: 0.80&#x2013;0.89; sensitivity: 84.1%; specificity: 74.7%; cutoff value: 2.0 &#x3bc;g/mL), respectively. Combined analysis of the two BALF levels for the diagnostic evaluation of VAP showed an AUC of 0.92 (95% CI: 0.89&#x2013;0.95; sensitivity: 93.7%; specificity: 80.0%) (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). The BALF levels of presepsin and LBP in diagnosing gram-negative VAP presented AUC values of 0.67 (95% CI: 0.57&#x2013;0.77; sensitivity: 88.7%; specificity: 52.0%; cutoff value: 110 pg/mL) and 0.82 (95% CI: 0.75&#x2013;0.89; sensitivity: 85.9%; specificity: 58.0%; cutoff value: 2.59 &#x3bc;g/mL), respectively. Combined analysis of the BALF presepsin and LBP for the diagnostic evaluation of gram-negative VAP showed an AUC of 0.84 (95% CI: 0.77&#x2013;0.91; sensitivity: 77.5%; specificity: 75.0%) (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>ROC curves showing diagnosis of BALF levels of presepsin, PCT, and LBP for VAP <bold>(A)</bold> and gram-negative VAP <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1747971-g003.tif">
<alt-text content-type="machine-generated">Two panels labeled A and B present receiver operating characteristic (ROC) curves comparing the diagnostic performance of combined BALF presepsin/LBP, BALF presepsin, and BALF LBP for a clinical outcome, with sensitivity plotted against one minus specificity. The combined biomarker consistently demonstrates the highest area under the curve in both panels, and a red diagonal reference line indicates random performance.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The study demonstrates that combining presepsin and LBP, sampled in BALF, exhibits better diagnostic value for VAP in mechanically ventilated patients than that sampled in serum. Selecting a correct biological fluid for the measurement of specific predictors results in further improvement in a biomarker panel to diagnose the occurrence of VAP in critically ill patients with mechanical ventilation.</p>
<p>The role of PCT as a biomarker of VAP remains controversial in an earlier work. Song et&#xa0;al (<xref ref-type="bibr" rid="B36">Song et&#xa0;al., 2020</xref>). demonstrated that serum PCT is an early, sensitive, and highly specific high-risk monitoring index and has an early prediction value for VAP after cardiac valve replacement. However, in the study of Borkowska et&#xa0;al., no association was observed between PCT level and the occurrence of VAP (<xref ref-type="bibr" rid="B44">Zielinska-Borkowska et&#xa0;al., 2012</xref>). In our study, we determined a higher baseline level of PCT sampled in serum but not in BALF in patients developing VAP, aligning with a previous study in which serum but not alveolar PCT was helpful for diagnosing VAP and mortality (<xref ref-type="bibr" rid="B7">Duflo et&#xa0;al., 2002</xref>). The synthesis of PCT may be associated with an increased production of tumor necrosis factor-&#x3b1; (TNF-&#x3b1;), as both exhibited a similar expression pattern during infection (<xref ref-type="bibr" rid="B22">Mazaheri et&#xa0;al., 2022</xref>). In healthy and septic animals, PCT injection did not initiate or enhance the production of TNF-&#x3b1;, while TNF-&#x3b1; injection induced a 25-fold massive and sustained PCT increase (<xref ref-type="bibr" rid="B41">Whang et&#xa0;al., 2000</xref>). This suggests that PCT secretion is an &#x201c;intermediary&#x201d; rather than a &#x201c;proximal&#x201d; event in the sepsis cascade that requires a &#x201c;primed&#x201d; inflammatory background to exert its effect (<xref ref-type="bibr" rid="B6">Dahaba and Metzler, 2009</xref>). TNF-&#x3b1; concentration was significantly higher systemically than in the BALF of patients with acute respiratory distress syndrome (<xref ref-type="bibr" rid="B1">Agouridakis et&#xa0;al., 2002</xref>). Therefore, in our study, systemic cytokine production can explain the increased serum procalcitonin concentrations, whereas the low alveolar procalcitonin release could be explained by the lower production of the local mediators.</p>
<p>The levels of presepsin and LBP were likely to outperform PCT in evaluating infection severity and the prognosis of severe sepsis/septic shock (<xref ref-type="bibr" rid="B23">Mierzchala et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B39">Tsujimoto et&#xa0;al., 2018</xref>). Presepsin, a cell-surface glycoprotein, is constitutively expressed on the surface of multiple cells, including monocytes, neutrophils, and macrophages (<xref ref-type="bibr" rid="B42">Wu et&#xa0;al., 2019</xref>). It is also a high-affinity receptor specific for lipopolysaccharides (LPS) and LBP complexes, regulating LPS-triggered apoptosis (<xref ref-type="bibr" rid="B40">Tsukamoto et&#xa0;al., 2018</xref>). When presepsin binds the LBP complex, Toll-like receptor 4 (TLR4)-specific proinflammatory signaling is activated, followed by initiation of host response against infectious agents (<xref ref-type="bibr" rid="B26">Na et&#xa0;al., 2023</xref>). Presepsin is produced by proteolytic shedding of the membrane CD14 (mCD14) during cellular activation; thus, presepsin can be detected proportionately in the BALF followed by the release of the LPS&#x2013;LBP&#x2013;CD14 complex (<xref ref-type="bibr" rid="B21">Marcos et&#xa0;al., 2010</xref>). Although not studied in VAP patients, Mabrey et&#xa0;al (<xref ref-type="bibr" rid="B20">Mabrey et&#xa0;al., 2021</xref>). found that higher plasma soluble CD14 subtype was associated with worse clinical outcomes in critically ill patients. LBP, as a component of the bacterial outer membrane, recognizes lipopolysaccharides and transfers to presepsin, which plays a multifunctional role in potentiating the recognition, clearance, and killing of gram-negative bacteria (<xref ref-type="bibr" rid="B37">Taddonio et&#xa0;al., 2015</xref>). Its upregulation is considered part of the acute-phase response. Although LBP is known to respond to gram-negative components, a more expanded role for LBP as a general recognition molecule has been shown (<xref ref-type="bibr" rid="B45">Zweigner et&#xa0;al., 2006</xref>). Several bacterial surface components, such as lipoteichoic acid, from gram-positive pathogens are also recognized by this molecule. LBP regulated the complexation of lipoteichoic acid with CD14 and its biological activity toward immune cells. Lipoteichoic acid-like glycolipids isolated from spirochetes are recognized by LBP and initiate signaling in the presence of LBP (<xref ref-type="bibr" rid="B35">Schroder and Schumann, 2005</xref>). The upregulation of LBP in serum was found in patients with sepsis regardless of gram-negative, gram-positive, or fungal infections, suggesting that LBP may be less specific to gram-negative infection (<xref ref-type="bibr" rid="B4">Blairon et&#xa0;al., 2003</xref>). In our study, higher levels of serum LBP were determined in the gram-negative group than in the gram-positive group, suggesting the primary role of LBP in response to gram-negative infections in VAP. However, the diagnostic value of LBP in gram-negative or gram-positive infection was limited in our further subgroup analysis. Rumende et&#xa0;al (<xref ref-type="bibr" rid="B33">Rumende and Mahdi, 2013</xref>). demonstrated that combining PCT and LBP could serve as good prognostic markers to predict mortality in patients with VAP. IL-6 alone or in combination with IL-1&#x3b2; led to elevations in LBP and presepsin concentrations in culture supernatants of human bronchial epithelial cells, suggesting that airway epithelial cells produce LBP and presepsin after stimulus treatment (<xref ref-type="bibr" rid="B31">Regueiro et&#xa0;al., 2009</xref>). In our study, although presepsin and LBP were increased in both serum and BALF samples, two of them in BALF alone or in combination exhibited better diagnostic value for patients with confirmed VAP compared with their serum counterparts. Furthermore, combined analysis of the BALF presepsin and LBP also conferred a significant diagnostic value for gram-negative VAP.</p>
<p>The study has certain limitations. First, there was a lack of serial sampling to monitor the dynamic status of the studied biomarkers, which may limit their interpretation and translation into clinical applications. Second, the gold standard for diagnosis of pneumonia is still tissue histology; thus, the lack of a VAP gold standard may lead to misclassification of some patients with non-documented bacterial infection. Third, all patients in this study were recruited due to suspicion of VAP, and the absence of a control group of patients without suspected VAP may limit the clinical utility of the biomarkers studied. Fourth, VAP caused solely by viral infections was excluded in this study, which may limit the generalizability of our findings to virus-induced VAP. Fifth, although several indications for mechanical ventilation were reported in the study, the single-center design with a relatively small sample size may still have missed critically ill patients with other causes, which may also limit the generalizability of our results in other settings.</p>
<p>In conclusion, the study demonstrates that presepsin combined with LBP in BALF may be an adjunct to diagnose definitive VAP among mechanically ventilated patients with suspected VAP. Our findings support the incorporation of presepsin and LBP in BALF into the biomarker panel for definitive VAP in critically ill patients.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding author.</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethics Committee of Pingyang Hospital Affiliated to Wenzhou Medical University (No. 202307191416000100121). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>F-HN: Data curation, Conceptualization, Software, Methodology, Visualization, Formal analysis, Writing &#x2013; original draft.</p></sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<sec id="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/fcimb.2026.1747971/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2026.1747971/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
<ref-list>
<title>References</title>
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