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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2022.886450</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Sonographic Evaluation of the Endotracheal Tube Position in the Neonatal Population: A Comprehensive Review and Meta-Analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Congedi</surname> <given-names>Sabrina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1063266/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Savio</surname> <given-names>Federica</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1713930/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Auciello</surname> <given-names>Maria</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1764453/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Salvadori</surname> <given-names>Sabrina</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Nardo</surname> <given-names>Daniel</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bonadies</surname> <given-names>Luca</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1700148/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Woman&#x00027;s and Child&#x00027;s Health, University of Padova</institution>, <addr-line>Padua</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Neonatal Intensive Care Unit, Department of Woman&#x00027;s and Child&#x00027;s Health, Padova University Hospital</institution>, <addr-line>Padua</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sascha Meyer, Saarland University Hospital, Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Vidit Bhargava, University of Alabama at Birmingham, United States; Jing Liu, Beijing Chaoyang District Maternal and Child Healthcare Hospital, China; Erik K&#x000FC;ng, Medical University of Vienna, Austria</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Sabrina Congedi <email>sabricongedi&#x00040;gmail.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Neonatology, a section of the journal Frontiers in Pediatrics</p></fn>
<fn fn-type="equal" id="fn002"><p>&#x02020;These authors have contributed equally to this work</p></fn></author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>886450</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>05</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Congedi, Savio, Auciello, Salvadori, Nardo and Bonadies.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Congedi, Savio, Auciello, Salvadori, Nardo and Bonadies</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p></license> </permissions>
<abstract>
<sec>
<title>Background</title>
<p>Endotracheal intubation in neonates is challenging and requires a high level of precision, due to narrow and short airways, especially in preterm newborns. The current gold standard for endotracheal tube (ETT) verification is chest X-ray (CXR); however, this method presents some limitations, such as ionizing radiation exposure and delayed in obtaining the radiographic images, that point of care ultrasound (POCUS) could overcome.</p></sec>
<sec>
<title>Primary Objective</title>
<p>To evaluate ultrasound efficacy in determining ETT placement adequacy in preterm and term newborns.</p></sec>
<sec>
<title>Secondary Objective</title>
<p>To compare the time required for ultrasound confirmation vs. time needed for other standard of care methods.</p></sec>
<sec>
<title>Search Methods</title>
<p>A search in Medline, PubMed, Google Scholar and in the Cochrane Central Register of Controlled Trials (CENTRAL) was performed. Our most recent search was conducted in September 2021 including the following keywords: &#x0201C;newborn&#x0201D;, &#x0201C;infant&#x0201D;, &#x0201C;neonate&#x0201D;, &#x0201C;endotracheal intubation&#x0201D;, &#x0201C;endotracheal tube&#x0201D;, &#x0201C;ultrasonography&#x0201D;, &#x0201C;ultrasound&#x0201D;.</p></sec>
<sec>
<title>Selection Criteria</title>
<p>We considered randomized and non-randomized controlled trials, prospective, retrospective and cross-sectional studies published after 2012, involving neonatal intensive care unit (NICU) patients needing intubation/intubated infants and evaluating POCUS efficacy and/or accuracy in detecting ETT position vs. a defined gold-standard method. Three review authors independently assessed the studies&#x00027; quality and extracted data.</p></sec>
<sec>
<title>Main Results</title>
<p>We identified 14 eligible studies including a total of 602 ETT evaluations in NICU or in the delivery room. In about 80% of cases the gold standard for ETT position verification was CXR. Ultrasound was able to identify the presence of ETT in 96.8% of the evaluations, with a pooled POCUS sensitivity of 93.44% (95% CI: 90.4&#x02013;95.75%) in detecting an appropriately positioned ETT as assessed by CXR. Bedside ultrasound confirmation was also found to be significantly faster compared to obtaining a CXR.</p></sec>
<sec>
<title>Conclusion</title>
<p>POCUS appears to be a fast and effective technique to identify correct endotracheal intubation in newborns. This review could add value and importance to the use of this promising technique.</p></sec></abstract>
<kwd-group>
<kwd>newborn</kwd>
<kwd>infant</kwd>
<kwd>neonate</kwd>
<kwd>endotracheal intubation</kwd>
<kwd>ultrasonography</kwd>
<kwd>POCUS</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="13"/>
<word-count count="7629"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In recent years point of care ultrasound (POCUS) has been shown to be an exciting tool in the neonatal field, not only helpful in the diagnosis and follow up of a large number of clinical conditions, such as respiratory distress syndrome, transient tachypnea of the newborn, pneumonia, atelectasis, pneumothorax (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>) bronchopulmonary dysplasia (<xref ref-type="bibr" rid="B3">3</xref>) but also useful in devices&#x00027; positioning and monitoring (<xref ref-type="bibr" rid="B4">4</xref>), thus constituting a promising radiation-free aid in clinical practice (<xref ref-type="bibr" rid="B5">5</xref>). Some reports explored POCUS application in endotracheal tube (ETT) position&#x00027;s assessment although strong evidence is still lacking (<xref ref-type="bibr" rid="B4">4</xref>), as demonstrated by the presence only of single center small sized studies and the absence of randomized controlled trials and of a systematic review and metanalysis (<xref ref-type="bibr" rid="B6">6</xref>). Endotracheal intubation is a very common procedure both in neonatal intensive care units (NICUs) patients facing respiratory failure, and in emergency settings like neonatal resuscitation in the delivery room (<xref ref-type="bibr" rid="B7">7</xref>). Endotracheal intubation is challenging in neonates and requires a high level of precision, due to narrow and short airways, especially in preterm newborns. Confirmation of the correct ETT placement is mandatory, since its malpositioning is quite common. Indeed a selective bronchial intubation is reported in 7% of cases (<xref ref-type="bibr" rid="B8">8</xref>) and can lead to severe complications such as atelectasis, airleaks, with consequent inadequate ventilation and possibly leading to morbidities and even mortality (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). On the other hand an ETT placed too high could lead to accidental extubation. Esophageal intubation has a reported incidence of 21.4% (<xref ref-type="bibr" rid="B8">8</xref>) but is usually promptly recognized. Moreover, in case of respiratory distress syndrome, incorrect ETT location will lead to ineffective or inadequate surfactant administration (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Chest X-ray (CXR), currently considered the gold standard, is the most frequently used method for ETT&#x00027;s position confirmation in newborns (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). However, it presents some limitation, such as ionizing radiation exposure (<xref ref-type="bibr" rid="B14">14</xref>) especially when additional CXR is required (for example in case of unintended extubation or need for tube repositioning) (<xref ref-type="bibr" rid="B15">15</xref>). Furthermore, CXR is time consuming, particularly in emergency settings, such as in the delivery room or prior to surfactant administration (<xref ref-type="bibr" rid="B7">7</xref>) like during an InSurE procedure (Intubation&#x02014;Surfactant administration&#x02014;Extubation), which requires fast and temporary intubation. In this setting, given the impossibility of performing CXR, end tidal CO2 (EtCO2) monitoring was proposed to assess correct positioning of ETT (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>So, up until now there is no evidence on which is the most effective method for ETT position assessment in neonates (<xref ref-type="bibr" rid="B14">14</xref>). The ideal technique should be fast, non-invasive, radiation free, reliable, easy to learn and perform. The simplest, but unfortunately imprecise, way may be the evaluation of clinical signs, such as prompt improvement of heart rate and oxygen saturation, presence of thoracic excursions, equal breath sounds bilaterally in the lungs, condensation in the ETT (<xref ref-type="bibr" rid="B17">17</xref>). Capnography is another method, based on exhaled CO2, but can lead to both false-negative results, for example in case of low cardiac output or too low inflation pressure in presence of severe respiratory failure, and false-positive results in the event of right mainstem intubation (<xref ref-type="bibr" rid="B18">18</xref>). EtCO2 monitoring is also recommended by the &#x0201C;European Resuscitation Council&#x0201D; to confirm endotracheal tube position during advanced life support in newborns, even if it does not permit identification of selective bronchial intubation (<xref ref-type="bibr" rid="B13">13</xref>). POCUS has already been demonstrated to be a reliable technique for endotracheal tube confirmation in adults (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>) and in the paediatric population (<xref ref-type="bibr" rid="B21">21</xref>) while evidence is lacking regarding neonatal patients (<xref ref-type="bibr" rid="B13">13</xref>). Children&#x00027;s unique thoracic anatomy provides many acoustic windows into the chest allowing a suitable thoracic POCUS examination. Moreover the incomplete thoracic ossification of the newborn warrants a better analysis of portions of the anterior thorax and mediastinum (<xref ref-type="bibr" rid="B22">22</xref>). There has recently been a growing interest in performing POCUS in the NICU&#x00027;s setting, thanks to its advantageous technical features such as non-invasiveness, absence of radiation exposure, bedside feasibility, fast execution and repeatability. Data available in literature provided some different methods for visualizing the ETT tip and determining its position in the newborn population. Dennington et al. suggested placing the probe on the suprasternal notch to provide a midsagittal plane and, in order to confirm the tip is being seen, the ETT could be moved in and out (<xref ref-type="bibr" rid="B23">23</xref>), while in other studies a direct visualization of the ETT in the trachea is preferred (<xref ref-type="bibr" rid="B24">24</xref>). Other authors searched for the &#x0201C;comet tail&#x0201D; artifact (<xref ref-type="bibr" rid="B25">25</xref>) or the &#x0201C;double line&#x0201D; as confirmation of the tube in the trachea, while the superior right portion of right pulmonary artery or the aortic arch are the anatomic markers used for suggest the corrected ETT position (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>).</p></sec>
<sec id="s2">
<title>Objective</title>
<p>Primary objective: to evaluate POCUS capability in determining ETT placement adequacy in preterm and term newborns. Firstly, evaluating POCUS capability of identifying the presence of ETT in the trachea; then, its ability in detecting an appropriately positioned ETT as assessed by the gold standard technique. Secondary objective: to compare time required for POCUS confirmation vs. time needed for other standard of care methods (CXR and others).</p></sec>
<sec sec-type="methods" id="s3">
<title>Methods</title>
<sec>
<title>Literature Searches</title>
<p>The study protocol was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Statement.</p>
<p>A comprehensive search was conducted by three authors (SC, FS, MA) in Medline, PubMed, Google Scholar and the Cochrane Central Register of Controlled Trials (CENTRAL), from database creation to September 2021.</p>
<p>Manual searching of previous reviews and cross-references and contacting expert informants were undertaken to identify relevant papers to be analyzed. We also searched clinical trials registries for current and recently completed trials.</p>
<p>The search strategy included the following key words or Medical Subject Headings (MeSH) terms: &#x0201C;newborn&#x0201D;, &#x0201C;infant&#x0201D;, &#x0201C;neonate&#x0201D;, &#x0201C;endotracheal intubation&#x0201D;, &#x0201C;endotracheal tube&#x0201D;, &#x0201C;ultrasonography&#x0201D;, &#x0201C;ultrasound&#x0201D;; we adopted the Boolean operators &#x0201C;AND, OR&#x0201D; to connect our search words. We also used age filters by choosing the category &#x0201C;newborn&#x0201D; and considered papers published in the last 10 years (published after 2012).</p></sec>
<sec>
<title>Inclusion and Exclusion Criteria</title>
<p>Included studies met the following criteria: (1) NICU population needing intubation/intubated infants; (2) evaluation of POCUS efficacy and/or accuracy in detecting ETT position vs. a defined gold-standard method; (3) randomized and non-randomized controlled trials, prospective, retrospective papers and cross-sectional studies published in peer reviewed journals after 2012 were considered.</p>
<p>We excluded those studies of which, despite our best effort, we were unable to obtain the full text, mixed neonatal and pediatric population, case reports and case series.</p>
<p>Data collection and analysis was performed using the recommendations of the Cochrane Neonatal Review Group (<xref ref-type="bibr" rid="B28">28</xref>). Two authors (SF, AM) screened independently each article, reviewing the titles and abstracts of the studies and excluded studies that did not meet the eligibility criteria. The three review authors (SF, AM, CS) subsequently examined the retrieved full text of eligible studies.</p>
<p>Three review authors (SF, AM, CS) independently assessed the methodological quality of eligible studies and extracted data using a data extraction form blank data sheets are available in the <xref ref-type="supplementary-material" rid="SM1">Supplementary Material</xref>. In the data extraction form we reported for each eligible study: first author, year of publication, country, study design, type of enrollment, sample size and features, blinding, primary and secondary objectives, gold-standard method reported, POCUS operators and equipment, principal results. In case of incomplete data from a published paper the authors (SF, AM, CS) contacted the corresponding author requesting further information. Discrepancy in data extraction was resolved by discussion and building a consensus.</p></sec>
<sec>
<title>Quality Assessment and Risk of Bias</title>
<p>Quality assessment of each included study was evaluated independently by three review authors (SC, FS, MA) and cross-checked (FS for MA, MA for SC, SC for FS). Disagreements were resolved by discussion and consulting a fourth author (LB). Assessment of risk bias and applicability were performed using the QUADAS-2 tool (<xref ref-type="bibr" rid="B29">29</xref>), and the four key domains (patient selection, index test, reference standard, flow and timing) were investigated in each eligible study.</p></sec>
<sec>
<title>Data Synthesis and Statistical Analysis</title>
<p>To describe and summarize the data extracted by the different studies, we used dedicated tables. Furthermore, for each study (whereas such data were available) POCUS sensitivity and specificity to detect ETT position according to the gold standard technique (CXR) were represented in the forest plot; cumulative sensitivity and specificity values were also calculated through the contingency table. A secondary sub analyses was then performed to analyze these features in the subgroups using the two most common anatomic markers.</p></sec>
<sec>
<title>Statistical Software</title>
<p>RevMan software for Apple (5.4 version) was used for the statistical analysis including graphs of forest plot of sensibility and sensitivity and HRSOC curve. <ext-link ext-link-type="uri" xlink:href="http://MedCalc.org">MedCalc.org</ext-link> was also used as an additional helpful tool.</p></sec></sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec>
<title>Study Selection</title>
<p>After a first screening based on title and abstract, and exclusion of duplicates, our electronic search for studies assessing the role of POCUS in the neonatal endotracheal intubation, provided a number of 18 studies. Full text of the studies was reviewed, and 4 other papers were excluded [1 due to mixed population and 3 were described as authors&#x00027; experiences (<xref ref-type="bibr" rid="B30">30</xref>&#x02013;<xref ref-type="bibr" rid="B33">33</xref>)]. Ultimately, 14 studies were included for data extraction and analysis. Flow chart of the search results, study selection log and included studies is presented in <xref ref-type="fig" rid="F1">Figure 1</xref>, according to PRISMA guidelines (<xref ref-type="bibr" rid="B34">34</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>PRISMA flow chart study selection.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fped-10-886450-g0001.tif"/>
</fig></sec>
<sec>
<title>Study Characteristics</title>
<p>Following the above specified criteria we selected 14 studies, including a total of 602 ETT evaluation with a range from 9 to 143 procedures per work. The studies were published from 2012 to 2021 and conducted worldwide: 4 in the USA (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>), 5 in Europe [Spain (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B25">25</xref>), Italy (<xref ref-type="bibr" rid="B37">37</xref>), France (<xref ref-type="bibr" rid="B24">24</xref>), Russia (<xref ref-type="bibr" rid="B38">38</xref>)], 4 in Asia [India (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>), Japan (<xref ref-type="bibr" rid="B41">41</xref>), Iran (<xref ref-type="bibr" rid="B27">27</xref>)], 1 in South Africa (<xref ref-type="bibr" rid="B42">42</xref>). <xref ref-type="table" rid="T1">Table 1</xref> provides the details of the studies included in the analysis, while <xref ref-type="table" rid="T2">Table 2</xref> shows the methods&#x00027; summary. Regarding the 14 studies included, a consecutive patients&#x00027; enrollment was realized only in 4 cases (<xref ref-type="bibr" rid="B35">35</xref>&#x02013;<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>). In the other cases, the sampling method was not well declared, but we could understand that patients were enrolled according to the availability of the sonographer. Sampling method was not consecutive but random, based on the staff work shifts. In <xref ref-type="table" rid="T1">Table 1</xref> we reported the studies&#x00027; level of evidence using the Oxford grading system (<xref ref-type="bibr" rid="B43">43</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Details of the studies included in the analysis.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Country</bold></th>
<th valign="top" align="left"><bold>Study design</bold></th>
<th valign="top" align="left"><bold>Sampling method</bold></th>
<th valign="top" align="center"><bold>Oxford level of evidence</bold></th>
<th valign="top" align="center"><bold>Sample size (NICU patients, <italic>n</italic>)</bold></th>
<th valign="top" align="center"><bold>Gestational age, mean &#x000B1;SD, wk</bold></th>
<th valign="top" align="left"><bold>Birth weight,</bold><break/> <bold>mean &#x000B1;SD (range), g</bold></th>
<th valign="top" align="center"><bold>ETT evaluations, when different from sample size (<italic>n</italic>)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Alonso Quintela et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">Spain</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">32 <bold>&#x000B1;</bold> 8</td>
<td valign="top" align="left">1,438, SD not available,<break/> (530&#x02013;3,450)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Chowdhry et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Consecutive</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">28.3 <bold>&#x000B1;</bold> 4.7</td>
<td valign="top" align="left">1,282 <bold>&#x000B1;</bold> 866<break/> (range not available)</td>
<td valign="top" align="center">56</td>
</tr>
<tr>
<td valign="top" align="left">De Kock et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left">South Africa</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">Unknown</td>
<td valign="top" align="left">1,600, SD not available,<break/> (1,200-&#x02212;3,100)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Dennington et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">30.2 <bold>&#x000B1;</bold> 4.9</td>
<td valign="top" align="left">1,595 <bold>&#x000B1;</bold> 862<break/> (485&#x02013;3,345)</td>
<td valign="top" align="center">29</td>
</tr>
<tr>
<td valign="top" align="left">Descamps et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">Not specified</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">30.8 <bold>&#x000B1;</bold> 5.1</td>
<td valign="top" align="left">1,612 <bold>&#x000B1;</bold> 1,086<break/> (490&#x02013;3,650)</td>
<td valign="top" align="center">52</td>
</tr>
<tr>
<td valign="top" align="left">Rodr&#x000ED;guez-Fanjul et al. (<xref ref-type="bibr" rid="B11">11</xref>)</td>
<td valign="top" align="left">Spain</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">33 <bold>&#x000B1;</bold> 1</td>
<td valign="top" align="left">1,384,<break/> SD not available, (1,100&#x02013;2,150)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Gorbunov et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left">Russia</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">29.7 <bold>&#x000B1;</bold> 5.2</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Najib et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">Iran</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Salvadori et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Consecutive</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">28.9 <bold>&#x000B1;</bold> 5.4</td>
<td valign="top" align="left">1,272 &#x000B1; 804.3 (630-1,900)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Saul et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Consecutive</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Sethi et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left">India</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="left">Consecutive</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">36.1 <bold>&#x000B1;</bold> 2.85</td>
<td valign="top" align="left">2,067 &#x000B1; 653<break/> (range not available)</td>
<td valign="top" align="center">53</td>
</tr>
<tr>
<td valign="top" align="left">Singh et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left">India</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">143</td>
<td valign="top" align="center">30.8 <bold>&#x000B1;</bold> 4.6</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Takeuchi et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">Retrospective</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">Mean not available, median 27<break/> (23&#x0002B;5 to 30&#x0002B;4)</td>
<td valign="top" align="left">661, SD not available,<break/> (400&#x02013;996)</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">Zaytseva et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Not specified</td>
<td valign="top" align="left">Unknown<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>NICU, neonatal intensive care unit; n, number; wk, weeks; g, grams; SD, standard deviation; ETT, endotracheal tube</italic>.</p>
<fn id="TN1"><label>&#x0002A;</label><p><italic>depending on sonographers&#x00027; availability</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Methods summary of the included studies.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Inclusion criteria</bold></th>
<th valign="top" align="left"><bold>Exclusion criteria</bold></th>
<th valign="top" align="left"><bold>Blinding</bold></th>
<th valign="top" align="left"><bold>Objective</bold></th>
<th valign="top" align="left"><bold>Gold standard</bold></th>
<th valign="top" align="left"><bold>POCUS operators</bold></th>
<th valign="top" align="left"><bold>POCUS method</bold></th>
<th valign="top" align="left"><bold>POCUS equipment</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Alonso Quintela et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">NICU patients requiring intubation</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">Attending physician blinded to POCUS results</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">Capnography (intubation) CXR (ETT position)</td>
<td valign="top" align="left">1 Pediatrician (5 years&#x00027; experience)</td>
<td valign="top" align="left">comet tail artifact (intubation), absence of acoustic shadow artifact in longitudinal scan (ETT position)</td>
<td valign="top" align="left">Vivid i, General Electrics, Atlanta, United States; 8 Hz microconvex array transducer and 12 Hz linear array transducer</td>
</tr>
<tr>
<td valign="top" align="left">Chowdhry et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="left">NICU patients requiring intubation</td>
<td valign="top" align="left">Congenital heart disease</td>
<td valign="top" align="left">No blinding</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT position</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">POCUS technologists and pediatric<break/> radiologists</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">Phillips CX-50 Portable Ultrasound<break/> machine (Albany, NY, USA); curved 8&#x02013;5 MHz<break/> transducer</td>
</tr>
<tr>
<td valign="top" align="left">De Kock et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left">Intubated NICU patients</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">POCUS performed prior to CXR which was interpreted by a blinded radiologist</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 Radiologist</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">Toshiba, Nemio XG US machine; small curvilinear probe (6 MH)</td>
</tr>
<tr>
<td valign="top" align="left">Dennington et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">Intubated NICU patients</td>
<td valign="top" align="left">Upper airway anomalies</td>
<td valign="top" align="left">POCUS performer blinded to CXR (performed prior to POCUS)</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT position</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 Neonatologist (expert), 1 Respiratory Therapist (trained by the previous one)</td>
<td valign="top" align="left">distance from the superior aspect of the right pulmonary artery</td>
<td valign="top" align="left">portable US machine (Vivid-i; General Electric Healthcare, Bethesda, Md., USA); high-frequency linear transducer (13 MHz)</td>
</tr>
<tr>
<td valign="top" align="left">Descamps et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">NICU patients requiring intubation or admitted intubated</td>
<td valign="top" align="left">Thoracic malformations</td>
<td valign="top" align="left">Neonatologists were blinded to each other and to CXR results</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">4 Neonatologists</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">Vivid S6 (General Electric Healthcare, Bethesda, Md., USA) device; 4&#x02013;13 MHz transducer for visualization of the trachea; 5&#x02013;11 MHz probe for verifying correct ETT position</td>
</tr>
<tr>
<td valign="top" align="left">Rodr&#x000ED;guez-Fanjul et al. (<xref ref-type="bibr" rid="B11">11</xref>)</td>
<td valign="top" align="left">Newborns requiring surfactant administration</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">POCUS performer blinded to ETT placement depth and lung auscultation result</td>
<td valign="top" align="left">Usefulness of POCUS for confirmation of ETT placement during surfactant administration (InSurE protocol)</td>
<td valign="top" align="left">Lung auscultation</td>
<td valign="top" align="left">1 Neonatologist (with expertise in lung ultrasound)</td>
<td valign="top" align="left">ETT in the tracheal region and bilateral lung sliding for intubation</td>
<td valign="top" align="left">(Siemens Acuson X300, Siemens Healthcare GmbH, Erlangen,Germany); 10 MHz linear probe</td>
</tr>
<tr>
<td valign="top" align="left">Gorbunov et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left">Intubated neonates</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">POCUS specialist and pediatric radiologist were blinded to the result of the other method</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 POCUS Specialist and 1 Pediatric Radiologist</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">Loqic S8 ultrasound machine; microconvex 4-10 MHz transducer</td>
</tr>
<tr>
<td valign="top" align="left">Najib et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">NICU patients requiring intubation</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">POCUS performer blinded to CXR and radiologist blinded to POCUS findings</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 Neonatologist (6 months trained)</td>
<td valign="top" align="left">distance from the superior aspect of the right pulmonary artery</td>
<td valign="top" align="left">Teknova TH-5100 portable US; 10 MHz linear probe</td>
</tr>
<tr>
<td valign="top" align="left">Salvadori et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">Intubated NICU patients who underwent CXR for any reason</td>
<td valign="top" align="left">Upper airway anomalies, diaphragmatic hernia, congenital heart disease</td>
<td valign="top" align="left">POCUS performer blinded to CXR results</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">2 Neonatologists (experts in functional echocardiography), 1 Pediatric resident</td>
<td valign="top" align="left">distance from the superior aspect of the right pulmonary artery</td>
<td valign="top" align="left">Vivid E9 echograph (GE Medical System, Milwaukee, WI, US); 11 MHz linear probe (for patients weighing &#x0003E; 1,500g); 12 MHz pediatric sector probe (for patients &#x0003C;1,500g)</td>
</tr>
<tr>
<td valign="top" align="left">Saul et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">NICU patients with ETT and radiographic confirmation within 24 hours</td>
<td valign="top" align="left">Lack of parental consent or patients clinically too unstable</td>
<td valign="top" align="left">Investigators blinded to CXR results</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT and catheters position</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 Radiologist (30 years&#x00027; experience in US), 1 Radiology resident (4 years&#x00027; experience in US)</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">iU22 equipment (Philips Healthcare, Bothell, WA); linear 12&#x02013;5-MHz transducer, supplemented by curved 8&#x02013;5-MHz and linear 17&#x02013;5-MHz transducers as needed</td>
</tr>
<tr>
<td valign="top" align="left">Sethi et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left">NICU patients requiring intubation</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 trained operator (2 weeks training)</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">Sonosite MicroMaxx portable US machine; 5&#x02013;8 MHz probe</td>
</tr>
<tr>
<td valign="top" align="left">Singh et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left">NICU patients requiring intubation</td>
<td valign="top" align="left">Tracheal, esophageal, cardiac, cranio-facial anomalies, generalized edema, low set ear, depressed nasal bridge</td>
<td valign="top" align="left">Investigators blinded to each other&#x00027;s POCUS findings</td>
<td valign="top" align="left">Normative data of the distance between ETT and anatomical structures across different weight and gestational age</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">2 trained operators</td>
<td valign="top" align="left">distance from the apex of the aortic arch</td>
<td valign="top" align="left">Sonosite M-Turbo portable ultrasound machine; 8&#x02013;4 MHz phase array probe</td>
</tr>
<tr>
<td valign="top" align="left">Takeuchi et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left">ELBW requiring intubation in delivery room</td>
<td valign="top" align="left">not declared</td>
<td valign="top" align="left">No blinding</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT position vs. colorimetric method</td>
<td valign="top" align="left">Capnography</td>
<td valign="top" align="left">3 Neonatologists, 1 senior resident</td>
<td valign="top" align="left">comet tail artifact inside trachea for intubation</td>
<td valign="top" align="left">Fujifilm SonoSite M-turbo US device; body surface probe</td>
</tr>
<tr>
<td valign="top" align="left">Zaytseva et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Neonates requiring oral intubation</td>
<td valign="top" align="left">Major congenital anomalies</td>
<td valign="top" align="left">Neonatologist blinded to the CXR measurements</td>
<td valign="top" align="left">Efficacy of POCUS in assessing ETT correct placement</td>
<td valign="top" align="left">CXR</td>
<td valign="top" align="left">1 Neonatologist</td>
<td valign="top" align="left">distance from the superior aspect of the right pulmonary artery</td>
<td valign="top" align="left">10 MHz cardiac probe (Zonare Z One PRO, Mindray, China)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>NICU, neonatal intensive care unit; ELBW, extremely low birth weight; ETT, endotracheal tube; POCUS, point of care ultrasound; US, ultrasound; CXR; chest X ray</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Gestational age and birth weight of the newborns varied across the studies and were reported, where specified. 4 studies included extreme preterm infants &#x0003C;30 weeks (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B41">41</xref>), 5 studies moderate preterm newborns 30-36 weeks (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B23">23</xref>&#x02013;<xref ref-type="bibr" rid="B25">25</xref>) and only one study (<xref ref-type="bibr" rid="B40">40</xref>) enrolled exclusively late preterm (&#x0003E;36 weeks). Mean birth weight of the patients included in the analysis, where clearly expressed, was &#x0003E;1,000 g, except in one case, where it was &#x0003C;1,000 g (<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>The inclusion criterion for the great majority of studies was need of intubation for any reason in patients admitted to NICU (<xref ref-type="bibr" rid="B23">23</xref>&#x02013;<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B35">35</xref>&#x02013;<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>), with only two exceptions: in one case extremely low birth weight (ELBW) neonates were recruited when intubation was needed in the delivery room (<xref ref-type="bibr" rid="B41">41</xref>) and another one selected patients requiring surfactant therapy administered by InSurE technique (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Regarding exclusion criteria, when specified, patients presenting facial dysmorphism (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B39">39</xref>) or upper airway or thoracic anomalies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B39">39</xref>) were excluded for obvious reasons, as were patients with cardiac congenital defect (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B39">39</xref>) since different position of aortic arch or right pulmonary artery would have interfered with ETT position estimation. Lack of parental consent was also considered (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>The main objective of almost all the studies was to determine the efficacy of POCUS in assessing intubation and/or ETT position, in one case in relation to surfactant administration (<xref ref-type="bibr" rid="B11">11</xref>). Only one study had the specific goal of deriving normative data of the distance between ETT and anatomical structures across different weight and gestational age (<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>Regarding POCUS methods various markers have been proposed (<xref ref-type="table" rid="T2">Table 2</xref>). Images regarding probe position and ultrasonography projection are available in the <xref ref-type="supplementary-material" rid="SM1">Supplementary Material</xref>. When evaluating the mere tracheal intubation, 2 studies considered the comet tail artifact inside the trachea on cricoid transverse scan as marker of tracheal intubation (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B41">41</xref>). On the other hand, when evaluating the precise position of ETT, the superior portion of the right pulmonary artery (RPA) was used as surrogate of carina anatomical position, while the apex of the aortic arch (AoA) was considered as a fixed point from which a distance of at least 0.5&#x02013;1 cm was found to be appropriate. These POCUS scans were obtained from the suprasternal window with the probe placed in the midsagittal position. The distance between ETT tip and RPA was adopted by 4 studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B37">37</xref>), while 7 studies measured AoA&#x02014;ETT distance (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x02013;<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Another study estimated the correct position assessing bilateral lung sliding and checking for the absence of acoustic shadow artifact in a longitudinal scan (corresponding to the air in the trachea if ETT was too high). For the other 2 studies the question about ETT exact position was not applicable (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>POCUS is performed by the figure of the neonatologist in half of the studies (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Finally, POCUS equipment is quite heterogeneous in the different hospital centers of the studies included in our analysis, as showed in <xref ref-type="table" rid="T2">Table 2</xref>.</p></sec>
<sec>
<title>Quality Assessment</title>
<p>The results of the quality assessment, using QUADAS-2, of the risk of bias and applicability concerns of the selected studies are presented in <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Risk of bias and applicability concerns graph according to QUADAS-2: review author&#x00027;s judgement about each domain presented as percentages across included studies.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fped-10-886450-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Risk of bias and applicability concerns summary according to QUADAS-2: review author&#x00027;s judgement about each domain for each included studies.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fped-10-886450-g0003.tif"/>
</fig>
<p>Considering the patient selection domain, all studies were considered to carry low risk of bias. Regarding those studies that enrolled patients according to the availability of the sonographer, the sampling method was random, therefore we do not believe that this could be a source of bias.</p>
<p>As for the index test domain, all studies have been judged as having low risk of bias except one (<xref ref-type="bibr" rid="B35">35</xref>), since POCUS was performed simultaneously with the reference standard (capnography) and the operator might have known the result of both the exams.</p>
<p>With respect to the reference standard domain, 3 studies (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>) were considered at high risk of bias and 2 studies (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B39">39</xref>) at unclear risk because the reference exam was inadequate and the blinding status was not explicitly reported, respectively.</p>
<p>With regard to the flow and timing domain, 2 studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B36">36</xref>) were considered as high risk of concern because several hours elapsed between POCUS and CXR, moreover in one study not all the tests were reported in the final analysis; only one study was described as not clear risk.</p>
<p>Regarding applicability, 1 study (<xref ref-type="bibr" rid="B11">11</xref>) was considered to be at high risk of bias in relation to the reference standard domain, since the auscultation is described as the reference exam. With respect to the index test and patients selection domains, all studies were considered to have low concerns.</p></sec>
<sec>
<title>Role of POCUS in Detecting ETT in the Newborns</title>
<p>With respect to the data of the 14 selected studies, 602 ETT were investigated with POCUS. From the percentage numbers we derived data of interest (<xref ref-type="table" rid="T3">Table 3</xref>). In 583 cases (96.8%), POCUS identified the ETT.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Number of intubation procedures described in the selected studies and POCUS efficacy in visualising ETT.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="center"><bold>ETT evaluations, n</bold></th>
<th valign="top" align="center"><bold>POCUS efficacy in visualising ETT,</bold><break/> <bold>% of cases</bold></th>
<th valign="top" align="center"><bold>POCUS efficacy in visualising ETT, n of cases</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Alonso Quintela et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">85%</td>
<td valign="top" align="center">11</td>
</tr>
<tr>
<td valign="top" align="left">Chowdhry et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="center">56</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">56</td>
</tr>
<tr>
<td valign="top" align="left">De Kock et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">30</td>
</tr>
<tr>
<td valign="top" align="left">Dennington et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">29</td>
</tr>
<tr>
<td valign="top" align="left">Descamps et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">96.1%</td>
<td valign="top" align="center">50</td>
</tr>
<tr>
<td valign="top" align="left">Rodr&#x000ED;guez-Fanjul et al. (<xref ref-type="bibr" rid="B11">11</xref>)</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">Gorbunov et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">42</td>
</tr>
<tr>
<td valign="top" align="left">Najib et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">40</td>
</tr>
<tr>
<td valign="top" align="left">Salvadori et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">71</td>
</tr>
<tr>
<td valign="top" align="left">Saul et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">9</td>
</tr>
<tr>
<td valign="top" align="left">Sethi et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="center">53</td>
<td valign="top" align="center">90.6%</td>
<td valign="top" align="center">48</td>
</tr>
<tr>
<td valign="top" align="left">Singh et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="center">143</td>
<td valign="top" align="center">93%</td>
<td valign="top" align="center">133</td>
</tr>
<tr>
<td valign="top" align="left">Takeuchi et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">Zaytseva et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">100%</td>
<td valign="top" align="center">40</td>
</tr>
<tr>
<td valign="top" align="left"><bold>Total ETT evaluations/Total ETT visualizing by POCUS</bold> <italic><bold>n</bold></italic> <bold>(% of cases)</bold></td>
<td/>
<td/>
<td valign="top" align="center"><bold>583/602 (96.8%)</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>ETT, endotracheal tube, POCUS, point of care ultrasound</italic>.</p>
</table-wrap-foot>
</table-wrap>
<sec>
<title>Accuracy of POCUS in ETT Placement in the Newborns</title>
<p>The diagnostic accuracy parameters (sensitivity, specificity, VPP, NPP) were derived by the results of the studies or, if not provided, from the raw numbers and vice versa using the Cochrane statistical package, RevMan V.5.4 software. Some studies were excluded from the accuracy analysis due to absence of specific data (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B39">39</xref>) or different standard reference (e.g., capnography) (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Contingency table values, forest plot and HSROC curve regarding the pooled analysis are, respectively, reported in <xref ref-type="table" rid="T4">Table 4</xref>, <xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Pooled analysis contingency table.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Reference standard</bold></th>
<th valign="top" align="center"><bold>Total</bold></th>
</tr>
<tr>
<th/>
<th/>
<th valign="top" align="left"><bold>&#x0002B;</bold></th>
<th valign="top" align="left"><bold>&#x02013;</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>Index test</bold></td>
<td valign="top" align="left"><bold>&#x0002B;</bold></td>
<td valign="top" align="left">True positive<break/> 342</td>
<td valign="top" align="left">False positive<break/> 11</td>
<td valign="top" align="right"><bold>353</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><bold>&#x02013;</bold></td>
<td valign="top" align="left">False negative<break/> 24</td>
<td valign="top" align="left">True negative<break/> 17</td>
<td valign="top" align="right"><bold>41</bold></td>
</tr>
<tr>
<td valign="top" align="left"><bold>Total</bold></td>
<td/>
<td valign="top" align="left"><bold>366</bold></td>
<td valign="top" align="left"><bold>28</bold></td>
<td valign="top" align="right"><bold>394</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Pooled analysis forest plot: confirmation of ETT position by POCUS vs. CXR. ETT, endotracheal tube; POCUS, point of care ultrasound; CXR, chest X-ray; TP, true positive; FP, false positive; FN, false negative; TN, true negative; CI, confidence interval.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fped-10-886450-g0004.tif"/>
</fig>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Summary of the pooled HSROC curve.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fped-10-886450-g0005.tif"/>
</fig>
<p>The proportional metaanalysis revealed a pooled POCUS sensitivity of 93.44% (95% CI: 90.4&#x02013;95.75%), intended as the POCUS ability in detecting an appropriately positioned ETT as assessed by the CXR. For those exams not capable of performing this task, the root cause was principally not sonography related, but due to malpositioned ETTs (ETT tip too high). In particular, Sethi et al. (<xref ref-type="bibr" rid="B40">40</xref>) were not able to detect ETT with POCUS in 5/48 patients, since the ETT tip was lying at or above the first thoracic vertebra; Najib et al. (<xref ref-type="bibr" rid="B27">27</xref>) could not see the ETT in 10/70 cases owing to it being higher than the thoracic inlet. On the other hand, few authors had difficulty in visualizing ETT by US due to poor quality of POCUS images: Singh et al. (<xref ref-type="bibr" rid="B39">39</xref>) in 10/143 patients; Descamps et al. (<xref ref-type="bibr" rid="B24">24</xref>) in 2/52. Moreover, one study (<xref ref-type="bibr" rid="B26">26</xref>) was excluded from the analysis, due to the absence of the data; authors were contacted but no response was obtained.</p>
<p>POCUS specificity was offered only by few studies because of the lack of true negative (TN) values (i.e., paucity of malpositioned ETT identified with the gold standard), the pooled POCUS specificity was 60.71% (95% CI: 40.58&#x02013;78.5%). We obtained a PPV of 96.88% (95% CI: 95.15&#x02013;98.01%) and NPV of 41,46% (95% CI: 30.35&#x02013;53.58%).</p>
<p>We conducted a subevaluation regarding capability of POCUS in detecting a comparable ETT distance from carina compared with CXR. As regards the measurement of the distance between ETT and the superior aspect of the right pulmonary artery by POCUS, the data of 3 studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B37">37</xref>) can be extrapolated from the Bland Altman plot. If we consider &#x0002B;/&#x02013; 0.75 cm as an acceptable deviation measure with respect to the depth of the ETT measured with the CXR, 93% of the measurements were in agreement. As arbitrary as the 0.75 cm value is, it appears to be a reasonable value from a clinical point of view, as repositioning the ETT is not a risk-free process.</p>
<p>We also tested separately the two mostly used anatomic markers &#x0201C;distance from the superior aspect of the right pulmonary artery&#x0201D; and &#x0201C;distance from the aortic arch apex. The first showed a sensitivity of 100% (95% CI: 97.4&#x02013;100%), whereas specificity was not calculable following the absence of any true negative and false positive results. The latter showed a sensitivity of 89.35% (95% CI: 84.45&#x02013;93.13%) and a specificity of 65.38% (95% CI: 44.33&#x02013;82.79%).</p></sec>
<sec>
<title>Time Needed to Perform POCUS to Confirm ETT Position in the Newborns vs. the Reference Exams</title>
<p>Some of the studies selected in our research described the mean time needed to perform POCUS exams, with a variable range from seconds to minutes (<xref ref-type="table" rid="T5">Table 5</xref> and <xref ref-type="fig" rid="F6">Figure 6</xref>). A weighted average for the POCUS exams of about 10 min and 39 s can be described. Finally, some of these studies have also reported the time needed to perform the reference exams (CXR, <xref ref-type="fig" rid="F6">Figure 6</xref>, or, in two cases, capnography). A weighted average to perform CXR can be estimated in 51 min.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>Time required for ETT position confirmation by POCUS and the reference exam.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Time to perform POCUS, mean &#x000B1; SD (range), minutes</bold></th>
<th valign="top" align="left"><bold>Time to perform CXR, mean &#x000B1; SD (range), minutes</bold></th>
<th valign="top" align="left"><bold>Time to perform capnography, mean &#x000B1; SD (range), seconds</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Alonso Quintela et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">0.21, SD not available, (0.17&#x02013;0.40)</td>
<td valign="top" align="left">20, SD not available, (17&#x02013;25)</td>
<td valign="top" align="left">6, SD not available, (3&#x02013;12)</td>
</tr>
<tr>
<td valign="top" align="left">Chowdhry et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">De Kock et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Dennington et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">&#x0003C;5 min, SD and range not available</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Descamps et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">16 &#x000B1; 9.5, range not available</td>
<td valign="top" align="left">20 &#x000B1; 6.6, range not available</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Rodr&#x000ED;guez-Fanjul et al. (<xref ref-type="bibr" rid="B11">11</xref>)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Gorbunov et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Najib et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">&#x0003C;5 min, SD and range not available</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Salvadori et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">3.2 &#x000B1; 2.5, (1&#x02013;13)</td>
<td valign="top" align="left">51.7 &#x000B1; 40.7, (5&#x02013;228)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Saul et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">7, SD and range not available</td>
<td valign="top" align="left">Unknown</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Sethi et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left">19.3 &#x000B1; 7.9, range not available</td>
<td valign="top" align="left">47.3 &#x000B1; 9.0, range not available</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Singh et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left">Median 12 (8&#x02013;15)</td>
<td valign="top" align="left">Median 98 (64&#x02013;132)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Takeuchi et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left">Median 3 seconds, range not available</td>
<td valign="top" align="left">Not<break/> applicable</td>
<td valign="top" align="left">Median 11 s, range not available</td>
</tr>
<tr>
<td valign="top" align="left">Zaytseva et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">19.3, SD and range not available</td>
<td valign="top" align="left">47, SD and range not available</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>ETT, endotracheal tube, POCUS, point of care ultrasound, CXR, chest X-ray, SD, standard deviation</italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Mean time (minutes) required for ETT confirmation by POCUS, compared with CXR (when performed and time information available). ETT, endotracheal tube; POCUS, point of care ultrasound; CXR, chest X-ray.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fped-10-886450-g0006.tif"/>
</fig></sec></sec></sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>This meta-analysis was novel in evaluating the accuracy and diagnostic value of POCUS for detecting ETT and assessing its placement. Previous meta-analysis studies described the diagnostic performance of POCUS regarding transient tachypnea of the newborn (TTN) (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>), respiratory distress syndrome (RDS) (<xref ref-type="bibr" rid="B46">46</xref>) and bronchopulmonary dysplasia (BPD) (<xref ref-type="bibr" rid="B47">47</xref>). The pooled results obtained from the selected studies demonstrated that POCUS can recognize ETT in 96.8% of cases and describe its correct placement with a pooled sensitivity of 93.44% ranging from 0.71 to 1.00.</p>
<p>Our comparison between POCUS and the standard technique (CXR) for the evidence of ETT and its correct placement in the neonatal population demonstrates that ultrasound examination has a good sensitivity. The findings of this meta-analysis confirm POCUS high diagnostic value concerning both items. Furthermore, the distance of ETT from the superior aspect of the RPA showed a higher sensitivity when compared with the distance from the AoA, whereas specificity was not calculable for the first marker. We believe that POCUS markers, intended as distance between ETT and RPA or between ETT and AoA, should be evaluated together in a multicentric study in order to determine the most accurate, fast and easy to perform the technique.</p>
<p>All the studies that considered radiography as the gold standard have shown that ultrasound is faster than radiography in confirming intubation and assessing the position of the ETT. However, some works analyzed the time needed for the ultrasound evaluation (since POCUS equipment was already available at the patient&#x00027;s crib) vs. the time needed for CXR to be performed, while others evaluated the activation time of the ultrasound service compared to the radiographic one from the moment of intubation. Therefore, when POCUS equipment was ready, ultrasound investigation proved to be very fast, from an average of 3 s [according to Takeuchi&#x00027;s work (<xref ref-type="bibr" rid="B41">41</xref>)] to &#x0003C;5 min in the other studies.</p>
<p>Regarding the assessment with capnography, this was faster compared to POCUS in one study (<xref ref-type="bibr" rid="B41">41</xref>) but slower in a second study (<xref ref-type="bibr" rid="B25">25</xref>). Possibly this difference can be justified by the population studied; indeed, the second study (<xref ref-type="bibr" rid="B25">25</xref>) considered only ELBW infants, a specific population where capnography can lead to false negative results or positivity latency in relation to low lung volumes (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>It is important to consider several limitations with respect to the present meta-analysis. Patients&#x00027; enrollment could not be consecutive in the great majority of the included studies since POCUS performers were not available 24/24 h and 7/7 days. Furthermore, personal experience with POCUS examination certainly plays a notable role in accuracy and speed of the echographic evaluation that we could not take into account in our analysis (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>The 14 studies presented a low rate of ETT malposition (too high or too low inside the trachea) and an even lower rate of esophageal intubation, the latter probably evident to clinical evaluation, thus POCUS specificity in detecting ETT tip correct position is not reliable. Importantly, we must consider that a great number of ETT evaluations were not done immediately after the intubation procedure, but in already intubated and mechanically ventilated infants seeking to confirm the ETT (presumably adequately placed) and compare POCUS with CXR. In other cases (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B39">39</xref>), POCUS was performed exclusively in well positioned ETT. We acknowledge that POCUS has some concerns regarding specificity but, considering the high sensibility and the high PPV, the impossibility of visualization of the ETT through this method could suggest a position that is too high. In this circumstance, probably, trying to deepen the ETT under ultrasound guidance could help.</p>
<p>Finally, we were not able to collect all data from all the studies: given the heterogeneity of the studies included in this meta-analysis, we tried to formulate homogeneous questions by requesting further data from the authors but we did not get all the answers.</p></sec>
<sec sec-type="conclusions" id="s6">
<title>Conclusions</title>
<p>One of the main challenges is to offer stronger evidence to promote the changing of clinical practice. Our meta-analysis shows that POCUS appears to be a fast and effective technique for identifying the appropriateness of ETT position in the NICU population.</p>
<p>More studies are needed in order to establish POCUS specificity, a large trial of POCUS performed immediately after intubation could offer a higher rate of malpositioned ETT and hence be more informative about specificity. POCUS training in ETT visualization in the newborn and comparison between different anatomical markers are topics worthy of further studies.</p></sec>
<sec id="s7">
<title>Author Contributions</title>
<p>SC, FS, MA, and LB: conceptualization, reviewing literature, drafting, writing, critically editing for important intellectual content, final approval of the version to be published, and agreeing to be accountable for all aspects of the work. SC, FS, and MA: reviewing literature, drafting, conducting statistical analysis, co-writing of the work. LB: solved questions related to the accuracy or integrity of any part of the work, reviewed the first draft of the paper. LB, SS, and DN: critically editing for important intellectual content, final approval of the version to be published. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;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>
</body>
<back>
<ack><p>We would like to thank the Departments of Pediatrics of Padua Hospital, the University of Padua and the Research strategy Program for pediatrics residents, for their support of research interests.</p>
</ack>
<sec sec-type="supplementary-material" id="s9">
<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/fped.2022.886450/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2022.886450/full#supplementary-material</ext-link></p>
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