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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.2021.629318</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Approach to Identifying Causative Pathogens of Community-Acquired Pneumonia in Children Using Culture, Molecular, and Serology Tests</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Mardian</surname> <given-names>Yan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1310620/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Menur Naysilla</surname> <given-names>Adhella</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1327111/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lokida</surname> <given-names>Dewi</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1336336/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Farida</surname> <given-names>Helmia</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1338273/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Aman</surname> <given-names>Abu Tholib</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Karyana</surname> <given-names>Muhammad</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1310672/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lukman</surname> <given-names>Nurhayati</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1327782/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Kosasih</surname> <given-names>Herman</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1107559/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kline</surname> <given-names>Ahnika</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1337004/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lau</surname> <given-names>Chuen-Yen</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/617082/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Indonesia Research Partnership on Infectious Disease</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Tangerang District Hospital</institution>, <addr-line>Tangerang</addr-line>, <country>Indonesia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Dr. Kariadi Hospital/Diponegoro University</institution>, <addr-line>Semarang</addr-line>, <country>Indonesia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Dr. Sardjito Hospital/Universitas Gadjah Mada</institution>, <addr-line>Yogyakarta</addr-line>, <country>Indonesia</country></aff>
<aff id="aff5"><sup>5</sup><institution>National Institute of Health Research and Development, Ministry of Health, Republic of Indonesia</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country></aff>
<aff id="aff6"><sup>6</sup><institution>National Institute of Allergy and Infectious Diseases, National Institutes of Health</institution>, <addr-line>Bethesda, MD</addr-line>, <country>United States</country></aff>
<aff id="aff7"><sup>7</sup><institution>National Cancer Institute, National Institutes of Health</institution>, <addr-line>Bethesda, MD</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Yutaka Yoshii, The Jikei University School of Medicine, Japan</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Andrew Conway Morris, University of Cambridge, United Kingdom; Raymond Nagi Haddad, Assistance Publique Hopitaux De Paris, France</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Herman Kosasih <email>hkosasih&#x00040;ina-respond.net</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Pediatric Infectious Diseases, a section of the journal Frontiers in Pediatrics</p></fn></author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>05</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>629318</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Mardian, Menur Naysilla, Lokida, Farida, Aman, Karyana, Lukman, Kosasih, Kline and Lau.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Mardian, Menur Naysilla, Lokida, Farida, Aman, Karyana, Lukman, Kosasih, Kline and Lau</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><p>Determining the causative pathogen(s) of community-acquired pneumonia (CAP) in children remains a challenge despite advances in diagnostic methods. Currently available guidelines generally recommend empiric antimicrobial therapy when the specific etiology is unknown. However, shifts in epidemiology, emergence of new pathogens, and increasing antimicrobial resistance underscore the importance of identifying causative pathogen(s). Although viral CAP among children is increasingly recognized, distinguishing viral from bacterial etiologies remains difficult. Obtaining high quality samples from infected lung tissue is typically the limiting factor. Additionally, interpretation of results from routinely collected specimens (blood, sputum, and nasopharyngeal swabs) is complicated by bacterial colonization and prolonged shedding of incidental respiratory viruses. Using current literature on assessment of CAP causes in children, we developed an approach for identifying the most likely causative pathogen(s) using blood and sputum culture, polymerase chain reaction (PCR), and paired serology. Our proposed rules do not rely on carriage prevalence data from controls. We herein share our perspective in order to help clinicians and researchers classify and manage childhood pneumonia.</p></abstract>
<kwd-group>
<kwd>rules</kwd>
<kwd>pathogen detection</kwd>
<kwd>specimens</kwd>
<kwd>bacterial</kwd>
<kwd>viral</kwd>
<kwd>children pneumonia</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="8"/>
<word-count count="6740"/>
</counts>
</article-meta>
<notes notes-type="disclaimer"><p>The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the U.S. Government.</p>
</notes>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Pneumonia is the leading infectious cause of death amongst children worldwide. It accounts for more than 138 million new cases and almost one million deaths annually, mostly amongst children under 5 years old (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Research on pneumonia etiologies conducted from the 1970s through the early 1990s showed 2 bacteria&#x02014;<italic>Streptococcus pneumoniae</italic> and <italic>Haemophilus influenzae</italic> type b (Hib)&#x02014; cause the majority of fatal pneumonia cases in children, primarily in settings that lack access to basic healthcare such as antibiotics and oxygen therapy (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). The World Health Organization (WHO) used these data to develop a clinical case definition for pneumonia, which deliberately increased sensitivity to ensure that all potential pneumonia cases would receive effective antibiotic therapy (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>In line with WHO guidelines, practice guidelines from the British Thoracic Society (BTS) in 2011 and Royal College of Paediatrics and Child Health (RCPCH) in 2016 recommend amoxicillin as the first choice for oral antibiotic therapy in children with community-acquired pneumonia (CAP) (<xref ref-type="bibr" rid="B7">7</xref>&#x02013;<xref ref-type="bibr" rid="B9">9</xref>). The 2011 Pediatric Infectious Diseases Society/Infectious Diseases Society of America (IDSA/PIDS) guideline recommends narrow-spectrum antibiotics (e.g., amoxicillin or amoxicillin-clavulanate) for most children hospitalized with CAP, and macrolides (azithromycin, clarithromycin, or erythromycin) for presumed atypical pathogens (<xref ref-type="bibr" rid="B10">10</xref>). Despite evidence that appropriate antibiotics can be lifesaving, rational selection of antibiotics for pneumonia is hampered by low adherence to existing guidelines and scarcity of point-of-care diagnostics (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Consequently, healthcare providers, particularly those in low-resource settings, are likely to overtreat non-bacterial pneumonia with antibiotics (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Overuse of antibiotics can engender resistance to multiple antibiotic classes as well as toxicity. Recent CAP etiology studies, including the large-scale Pneumonia Etiology Research for Child Health (PERCH) and the Global Approach to Biological Research, Infectious diseases and Epidemics in Low-income countries (GABRIEL) studies, have focused on low-income countries (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). They reveal that viral etiologies of CAP in those settings have likely been underestimated due to prior lack of viral diagnostics, shifting pathogen prevalence associated with widespread deployment of Hib and pneumococcal conjugate vaccines (PCV), improved socioeconomic and nutritional status, a sharp decrease in measles incidence, and increased urbanization (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Thus, empiric antibiotic treatment algorithms for pediatric CAP may need updating (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Identification of specific viral and bacterial causes of pneumonia is hindered by non-specificity of clinical and radiographic findings, as well as co-infection and colonization (<xref ref-type="bibr" rid="B16">16</xref>). Nasopharyngeal carriage of respiratory bacteria and viruses known to be associated with pneumonia have been reported in apparently healthy children, obscuring their contribution to pneumonia in many cases (<xref ref-type="bibr" rid="B17">17</xref>&#x02013;<xref ref-type="bibr" rid="B19">19</xref>). To address this diagnostic challenge, many pneumonia studies include a control group of healthy children (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Inclusion of control children reduces over-attribution of disease to non-pathogenic organisms by allowing calculation of an adjusted odds ratio (aOR) for each pathogen and estimation of the population-attributable fraction (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B19">19</xref>). However, obtaining lower respiratory tract specimens from healthy control children, though ideal for study design, may not be feasible in certain situations (<xref ref-type="bibr" rid="B21">21</xref>) and is difficult to accomplish in clinical practice.</p>
</sec>
<sec id="s2">
<title>Our Approach</title>
<p>In order to interpret data collected for a pediatric pneumonia study in Indonesia, rules for assessing relevance of identified organisms were needed. The study, known as &#x0201C;Partnerships for Enhanced Engagement in Research - Pneumonia in Pediatrics (PEER-PePPeS)&#x0201D; was a multi-site observational cohort study that sought to estimate etiologies of CAP amongst children aged 2&#x02013;59 months of age in Indonesia, where PCV and Hib vaccines are not mandatory (<ext-link ext-link-type="uri" xlink:href="https://sites.nationalacademies.org/PGA/PEER/PEERscience/PGA_174220">https://sites.nationalacademies.org/PGA/PEER/PEERscience/PGA_174220</ext-link>) and all CAP cases are treated with empiric antibiotics per national guidelines (<xref ref-type="bibr" rid="B22">22</xref>). PEER-PePPeS aimed to identify the causative pathogen(s) and etiologic distribution of pneumonia cases via comprehensive diagnostic testing across three research sites. Diagnostics were selected from assays commonly performed in clinical practice, with addition molecular and paired-serology tests in PEER-PePPeS for a comprehensive approach.</p>
<p>Current literature was considered during formulation of the rules. PubMed search terms &#x0201C;children,&#x0201D; &#x0201C;pneumonia,&#x0201D; &#x0201C;bacterial pathogen,&#x0201D; &#x0201C;colonization&#x0201D; or &#x0201C;carriage,&#x0201D; &#x0201C;viral pathogen,&#x0201D; &#x0201C;innocent bystanders,&#x0201D; &#x0201C;specimen type,&#x0201D; &#x0201C;culture,&#x0201D; &#x0201C;molecular&#x0201D; and &#x0201C;serology&#x0201D; were used. Additionally, large-scale, case-control studies conducted in developing countries, such as PERCH and GABRIEL, and expert opinion in Indonesia were taken into account. A conceptual summary of the proposed rules is depicted in <xref ref-type="fig" rid="F1">Figure 1</xref> and further explained in this paper.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Conceptual model of roles that bacteria or viruses detected by laboratory testing might play in childhood pneumonia. Dotted boxes encompass all bacteria or viruses found by microbiologic and/or molecular testing. Blue or green boxes represent bacteria or viruses, respectively, which could be causative pathogens. The red box represents true causative pathogens identified by the proposed &#x0201C;rules.&#x0201D; Image was created in <ext-link ext-link-type="uri" xlink:href="http://Biorender.com">Biorender.com</ext-link>.</p></caption>
<graphic xlink:href="fped-09-629318-g0001.tif"/>
</fig>
<sec>
<title>Specimen Types and Detection Methods</title>
<p>Determination of pneumonia etiology is ideally based upon isolation of causative pathogens, or characteristic histology in the case of non-infectious pneumonia, at the site of disease (<xref ref-type="bibr" rid="B23">23</xref>). However, effective sampling from the lower respiratory tract (LRT) is frequently not clinically feasible. Upper respiratory tract (URT) specimens such as nasopharyngeal (NP)/oropharyngeal (OP) swabs must often serve as a proxy. These URT specimens can be particularly difficult to interpret due to confounding by asymptomatic carriage of non-pathogenic organisms (<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>The nasopharynx is a complex and dynamic environment; any organism that could cause pneumonia may also be a colonizer, including <italic>Streptococcus pneumoniae, Haemophilus influenzae, Staphylococcus aureus</italic>, and <italic>Moraxella catarrhalis</italic> (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Furthermore, asymptomatic NP carriage may responsible for transmission and often precedes LRT infection (<xref ref-type="bibr" rid="B27">27</xref>). <italic>Klebsiella pneumoniae</italic> is an opportunistic gram-negative bacteria that can colonize the NP, although it more commonly colonizes the gut (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Studies have reported a lower prevalence of NP carriage in children (range 1.4&#x02013;7%) than in adults (20&#x02013;32.5%), which may be related to poor hygiene (<xref ref-type="bibr" rid="B29">29</xref>&#x02013;<xref ref-type="bibr" rid="B31">31</xref>). However, in terms of its pathogenicity, the presence of <italic>K. pneumonia</italic> in symptomatic children should be considered a pathogen (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Previous studies have suggested that children with pneumonia have a higher pathogen density in the URT than children without pneumonia, though there is heterogeneity by study and pathogen (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Likewise, respiratory viruses found in respiratory specimens by molecular tests during acute disease may be &#x0201C;innocent bystanders&#x0201D; without a causal role (<xref ref-type="bibr" rid="B34">34</xref>). The presence of a respiratory virus, such as human Bocavirus (hBoV), Adenovirus (AdV), non-SARS human Coronavirus (hCoV), Enterovirus (EV), and Rhinovirus (RV), in the URT of healthy children has been observed in several studies (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). This could represent carriage, nascent infection, prolonged shedding, or subclinical infection (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). Some respiratory viruses, such as hBoV, can shed for several months after an illness (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Secretions from the LRT are also diagnostically helpful as they originate at the site of infection (<xref ref-type="bibr" rid="B24">24</xref>). However, children have difficulty expectorating sputum, leading to frequent use of induction techniques to obtain LRT specimens. Sputum induction is performed by administration of hypertonic saline via nebulizer, followed by percussion of the chest wall to mobilize secretions (<xref ref-type="bibr" rid="B21">21</xref>). The presence of &#x0003C;10 squamous epithelial cells (SECs) and significant number of polymorphonuclear cells/PMNs (for which criteria vary among studies) per low-power field (100&#x000D7; magnification) have long been regarded as ideal (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B37">37</xref>). However, the criterion of large numbers of PMNs has been questioned given that pneumonia may not necessarily be associated with production of purulent sputum (<xref ref-type="bibr" rid="B38">38</xref>). Recent studies showed &#x0003C;10 SECs is the key quality measure in children since it corresponds with low quantities of NP/OP flora (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). However, interpretation should take into account that contamination may occur even with meticulous technique (<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Microbiologic analysis of LRT specimens, including induced sputum, by techniques such as culture and gram stain can reveal an etiology and guide targeted management (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Polymerase chain reaction (PCR) for bacterial DNA by is particularly helpful in culture-negative cases, highlighting the complementary role of molecular methods (<xref ref-type="bibr" rid="B41">41</xref>). Results should be interpreted in the context of immune status, as opportunistic pathogens such as <italic>Pneumocystis jirovecii</italic> and cytomegalovirus (CMV) are often pathogenic in children with HIV but not in HIV-uninfected children (<xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>Etiologic assessment of pneumonia may also be done using blood samples, which may be easier to collect than LRT specimens and NP swabs. As blood is normally sterile, culture of an organism is generally considered indicative of active infection (<xref ref-type="bibr" rid="B24">24</xref>). However, prevalence of blood culture contamination may be as high as 2&#x02013;3% (<xref ref-type="bibr" rid="B43">43</xref>) and bacteremia only occurs in 2.1% of pneumonia cases (<xref ref-type="bibr" rid="B44">44</xref>). Thus interpretation must account for the possibility of contamination, which we have incorporated in our pathogen identification rules. Blood specimens may also undergo molecular testing. This is especially helpful for some organisms. For instance, PCR detection of <italic>S. pneumoniae</italic> in blood may be associated with invasive pneumococcal disease (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>Antigen detection on several specimen types, including urine, pleural fluid and NP/OP swabs, is commonly used for point-of-care (PoC) diagnosis (<xref ref-type="bibr" rid="B23">23</xref>). Although antigen detection tests are only available for select organisms, they can play a critical role in treatment decisions. For example, rapid recognition of <italic>S. pneumonia</italic> or <italic>Legionella pneumophila</italic>, can guide antibiotic selection. A limitation of antigen detection assays is their reliance on detectable quantities of antigen; performance is thus suboptimal compared with molecular tests (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>Serological testing of paired acute and convalescent samples, typically collected at least 7 days apart, can also be used for pathogen identification (<xref ref-type="bibr" rid="B23">23</xref>). Serology is most helpful for retrospective confirmation, especially for fastidious bacteria, and may reveal the accuracy of a previous empiric diagnosis (<xref ref-type="bibr" rid="B45">45</xref>). It may be particularly useful for viruses with prolonged NP shedding or high prevalence in a control population (<xref ref-type="bibr" rid="B24">24</xref>). IgM only tests are less sensitive and specific than IgG and IgM antibody titers from paired specimens as IgM kinetics vary (<xref ref-type="bibr" rid="B23">23</xref>) and IgM seroconversion might not occur in the setting of repeat infection (<xref ref-type="bibr" rid="B46">46</xref>). A serologic diagnosis generally requires a 2-fold or greater increase in titers between paired serum specimens. Reliance on convalescent specimens means that actionable results are not typically available during acute illness, limiting application in the acute-care setting (<xref ref-type="bibr" rid="B47">47</xref>).</p>
</sec>
<sec>
<title>Proposed Rules to Assess Bacterial Pathogens</title>
<p>Our rules to determine the bacterial etiology of pneumonia incorporate commonly collected specimens and routine laboratory assays. Blood culture and whole-blood PCR are considered first-tier due to high specificity, followed by induced sputum culture and molecular testing (PCR) of NP/OP swabs or induced sputum specimens (<xref ref-type="bibr" rid="B45">45</xref>). Serological evaluation of paired acute and convalescent specimens is also used for diagnosis, especially of atypical bacterial agents (<xref ref-type="bibr" rid="B48">48</xref>) for which PCR showed low sensitivity and poor concordance compared with the paired serology (<xref ref-type="bibr" rid="B49">49</xref>). The proposed pathogen determination rules are shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Rules for identification of causative pathogens in childhood pneumonia.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Laboratory methods</bold></th>
<th valign="top" align="left"><bold>Specimen(s)</bold></th>
<th valign="top" align="left"><bold>Bacterial rules</bold></th>
<th valign="top" align="left"><bold>Viral rules</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Blood culture/blood PCR</td>
<td valign="top" align="left">Whole blood</td>
<td valign="top" align="left">1.All organisms detected by blood culture, except for contaminants<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref>, are considered potential pathogens.<break/>2. Any non-contaminant bacteria found by PCR is a potential pathogen.</td>
<td valign="top" align="left">Not applicable.</td>
</tr>
<tr>
<td valign="top" align="left">Sputum culture and gram stain</td>
<td valign="top" align="left">Induced sputum</td>
<td valign="top" align="left">1.A good quality specimen is required, as defined by &#x0003C;10 squamous epithelium per low-power field (magnification, 100&#x000D7;).<break/>2. An organism isolated in quantities of 2&#x0002B; or 3&#x0002B; and with compatible Gram stain morphotype is regarded as the pathogen</td>
<td valign="top" align="left">Virus culture is not routinely done.</td>
</tr>
<tr>
<td valign="top" align="left">Molecular test (PCR)</td>
<td valign="top" align="left">Nasopharyngeal/Oropharyngeal Swab (NP/OP) and/or Induced Sputum</td>
<td valign="top" align="left">1.For bacteria not classified as NP colonizers<xref ref-type="table-fn" rid="TN2"><sup>b</sup></xref>, any positive PCR indicates a pathogen.<break/>2. For bacteria that can be colonizers<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref>, higher density is considered indicative of causality if the copy number exceeds 6.9 log<sub>10</sub> copies/mL for <italic>S. pneumoniae</italic>, 5.9 log<sub>10</sub> copies/mL for <italic>H. influenzae</italic>, and 7.5 log<sub>10</sub> copies/mL for <italic>S. aureus</italic>. Serodiagnosis is also acceptable (see below).</td>
<td valign="top" align="left">1.A PCR test with Ct value &#x02264; 40 is considered diagnostic for viruses known to cause pediatric pneumonia<xref ref-type="table-fn" rid="TN4"><sup>d</sup></xref>.<break/>2. For some innocent bystander viruses<xref ref-type="table-fn" rid="TN5"><sup>e</sup></xref>, only those with high viral load (Ct value &#x0003C;24) are regarded as true pathogens. Serodiagnosis is also acceptable for diagnosis (see below).</td>
</tr>
<tr>
<td valign="top" align="left">Serologic Test</td>
<td valign="top" align="left">Paired serum (acute-convalescent)</td>
<td valign="top" align="left">1.Initial detection of specific antibodies when the preliminary sample is negative (seroconversion).<break/>2. A two to four-fold increase, depending on the test, in antibody titers in the convalescent specimen.</td>
<td valign="top" align="left">1.Initial detection of specific antibodies when the preliminary sample is negative (seroconversion).<break/>2. A two to four-fold increase, depending on the test, in antibody titers in the convalescent specimen.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><label>a</label><p><italic>List of contaminant bacteria: Coagulase-negative staphylococci, Micrococcus spp., Propionibacterium spp., Alpha-hemolytic streptococci (except pneumococcus, Streptococcus anginosus, and Streptococcus mitis), Enterococcus spp., Corynebacterium spp. (diphtheroids), Bacillus spp. (except Bacillus anthracis), Pseudomonas spp. (except Pseudomonas aeruginosa), Stomatococcus, Aeroccocus, Neiserria subflava, Veillonella spp., other environmental non-fermenting Gram-negative rods, and Candida spp</italic>.</p></fn>
<fn id="TN2"><label>b</label><p><italic>List of non-colonizer bacteria: Mycoplasma pneumoniae, Legionella pneumophila, and Chlamydia pneumonia</italic>.</p></fn>
<fn id="TN3"><label>c</label><p><italic>List of colonizer bacteria: Streptococcus pneumoniae, Haemophilus influenzae, and Staphylococcus aureus</italic>.</p></fn>
<fn id="TN4"><label>d</label><p><italic>List of viruses well-known to cause pediatric pneumonia: Respiratory syncytial virus (RSV), Influenza virus (IV), Human metapneumovirus (HMPV), and Human parainfluenza viruses (HPIVs)</italic>.</p></fn>
<fn id="TN5"><label>e</label><p><italic>List of innocent bystander viruses: human Bocavirus (hBoV), Adenovirus (AdV), non-SARS human Coronavirus (hCoV), Enterovirus (EV), and Rhinovirus (RV)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>All bacteria detected by blood culture, except for contaminants, are considered potential pathogens. The following were classified as contaminants based on relatedness to community-acquired pneumonia: Coagulase-negative staphylococci, <italic>Micrococcus</italic> spp., <italic>Propionibacterium</italic> spp., Alpha-hemolytic streptococci (except pneumococcus, <italic>Streptococcus anginosus</italic>, and <italic>Streptococcus mitis</italic>), <italic>Enterococcus</italic> spp., <italic>Corynebacterium</italic> spp. (diphtheroids), <italic>Bacillus</italic> spp. (except <italic>Bacillus anthracis</italic>), <italic>Pseudomonas</italic> spp. (except <italic>Pseudomonas aeruginosa</italic>), <italic>Stomatococcus, Aeroccocus, Neiserria subflava, Veillonella</italic> spp., other environmental non-fermenting Gram-negative rods, and <italic>Candida</italic> spp. (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Any bacteria found in whole blood by PCR and not listed as a contaminant is classified as a pathogen (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Good quality sputum specimens should undergo gram stain and bacterial culture simultaneously to optimize microbiological yield (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B50">50</xref>). Gram stain results that are consistent with sputum culture can define the microbiological diagnosis of pneumonia (<xref ref-type="bibr" rid="B21">21</xref>). The gram stain should be interpreted as follows: Gram-positive lancet-shaped diplococci (GPDC) suggest <italic>S. pneumoniae</italic>; Gram-positive diplococci (GPDC) or cocci in chains suggest <italic>Streptococcus pyogenes</italic>; Gram-positive cocci in clusters (GPC-cluster) suggest <italic>S. aureus</italic>; Gram-negative coccobacilli (GNCB) suggest <italic>H. influenzae, Bordetella pertussis</italic> or <italic>Acinetobacter baumannii</italic>; Gram-negative diploccoci (GNDC) suggest <italic>M. catarrhalis</italic>; large Gram-negative rods (GNR-large) suggest <italic>Klebsiella pneumoniae</italic> or <italic>Escherichia coli</italic>; and small Gram-negative rods (GNR-small) suggest <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>For semiquantitative measurement on sputum culture, predominant organisms were identified and quantified according to the furthest quadrant with visible colonies (first quadrant, scanty; second quadrant, 1&#x0002B;; third quadrant, 2&#x0002B;; fourth quadrant, 3&#x0002B;). Organisms isolated in quantities of 2&#x0002B; or 3&#x0002B; and with compatible Gram stain morphotype are regarded as pathogens (<xref ref-type="bibr" rid="B38">38</xref>). For quantitative culture, colony counts of &#x0003C;10<sup>4</sup>/ml suggest contamination, counts of 10<sup>4</sup>-10<sup>5</sup>/ml are indeterminate, and counts of &#x0003E;10<sup>5</sup>/ml of a major isolate suggest a potential pathogen (<xref ref-type="bibr" rid="B51">51</xref>). If the organism grows on culture, conventional biochemical tests (e.g., catalase or coagulase) or automated system evaluations, including rapid fluorescence-based methodology, can be performed to identify the organism (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>).</p>
<p>Culture yield depends on sputum quality, pathogen burden, transport time, storage period, nutrients, and incubation conditions that maintain viability (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B54">54</xref>). Receipt of antibiotics before specimen collection may prevent growth on culture (<xref ref-type="bibr" rid="B41">41</xref>) as well as affect gram stain morphology. In this setting, culture-negative bacteria should remain in the differential and be sought by a molecular method targeting DNA (<xref ref-type="bibr" rid="B41">41</xref>). For bacteria identified by PCR of respiratory specimens (NP, OP or induced sputum), careful consideration must be given to distinguishing colonizers from true pathogens (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>For bacteria not considered NP colonizers (e.g., <italic>Mycoplasma pneumoniae</italic>), any positive PCR indicates a definite pathogen (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B19">19</xref>). For bacteria than can be both a colonizer and pathogen, higher density has been associated with pathogenic status. For example, higher density is associated with causality and considered significant if the copy number exceeds 6.9 log<sub>10</sub> copies/mL for <italic>S. pneumoniae</italic> (<xref ref-type="bibr" rid="B26">26</xref>), 5.9 log<sub>10</sub> copies/mL for <italic>H. influenzae</italic> (<xref ref-type="bibr" rid="B25">25</xref>), and 7.5 log<sub>10</sub> copies/mL for <italic>S. aureus</italic> (<xref ref-type="bibr" rid="B33">33</xref>). Copy number cut-offs were transformed to corresponding Ct values per our assay; the Ct cut-off for <italic>S. pneumonia</italic> was &#x02264; 24.2; <italic>H. influenzae</italic> &#x02264; 30.3 and <italic>S. aureus</italic> &#x02264; 30.2. We nonetheless recognize that Ct value cut-offs may differ depending on the PCR system used. Lower copy numbers are considered indicative of colonization. However, studies have failed to identify an association between density and pathogen-confirmed pneumonia for <italic>M. catarrhalis</italic>, indicating that PCR alone cannot be used to determine its role in childhood pneumonia (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Despite limited use in acute management of pneumonia, serological techniques are heavily utilized in clinical research (<xref ref-type="bibr" rid="B45">45</xref>). In comprehensive epidemiology studies, serology may identify infections missed by other methods such as culture and PCR (<xref ref-type="bibr" rid="B45">45</xref>) and could also distinguish colonization since nasopharyngeal carriage does not cause seroconversion between paired sera (<xref ref-type="bibr" rid="B55">55</xref>). A study in children over 2-years old throughout Asia demonstrated that a combination of paired serology, direct antigen and DNA tests increases diagnostic yield of atypical pathogens such as <italic>M. pneumoniae, Chlamydia pneumoniae</italic>, and <italic>Legionella pneumophila</italic> (<xref ref-type="bibr" rid="B56">56</xref>).</p>
<p>For interpretation of paired serologic testing, the following are considered indicative of infection: (a) Initial detection of specific antibodies after a prior negative sample (seroconversion), or (b) A two to four-fold increase, depending on the test, in antibody titers in the convalescent specimen (<xref ref-type="bibr" rid="B47">47</xref>). Serologic confirmation of pneumonia etiology is especially useful in prolonged hospitalization/ICU admission cases (<xref ref-type="bibr" rid="B57">57</xref>), and epidemiologic research or disease surveillance, as opposed to the acute clinical setting (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>At present, few antigen detection assays are available for diagnosis of bacterial causes of childhood pneumonia. Notable examples include antigen detection assays for <italic>S. pneumoniae and L. pneumophila</italic> (<xref ref-type="bibr" rid="B45">45</xref>). The immunochromatographic urine test used for pneumococcal disease detects the polysaccharide cell wall antigen (<xref ref-type="bibr" rid="B58">58</xref>). Unfortunately, the test is not reliable in children since it cannot distinguish between carriage and pathogenic pneumococcus (<xref ref-type="bibr" rid="B59">59</xref>). Likewise, detection of soluble Legionella antigen in urine is limited to <italic>L. pneumophila</italic> serogroup 1 (<xref ref-type="bibr" rid="B60">60</xref>). Given their low sensitivity compared with PCR testing, use of these antigen assays in children is not recommended (<xref ref-type="bibr" rid="B45">45</xref>) and not included in our proposed rules.</p>
</sec>
<sec>
<title>Proposed Rules to Assess Viral Pathogens</title>
<p>Detection of viruses by direct immunofluorescence microscopy and isolation in cell culture have long been considered the &#x0201C;gold standard&#x0201D; of respiratory viral pathogen diagnosis (<xref ref-type="bibr" rid="B45">45</xref>). However, viral culture is resource-intensive, requires maintenance of cell-lines over long time periods, and poses exposure risk to laboratory personnel (<xref ref-type="bibr" rid="B61">61</xref>). Direct fluorescent-antibody (DFA) and immunofluorescent-antibody (IFA) assays of cell smears to detect specific viruses are commercially available and use standardized reagents (e.g., FLUA/B, PIVs 1 to 3, ADV, hMPV, and RSV), but are labor-intensive, require a fluorescence microscope and skilled microscopist, and are susceptible to reader error (<xref ref-type="bibr" rid="B62">62</xref>). Therefore, these &#x0201C;gold standard&#x0201D; methods are being replaced by more sensitive, high-throughput, and less labor-intensive molecular tests (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B48">48</xref>).</p>
<p>A PCR test on NP/OP swabs or induced sputum with Ct (cycle threshold) value &#x02264; 40 is considered diagnostic for viruses well-known to cause pneumonia, including Respiratory syncytial virus (RSV), Influenza virus (IV), Human metapneumovirus (HMPV), and Human parainfluenza viruses (HPIVs) (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B19">19</xref>). However, some viruses normally detected in healthy children or that have prolonged/intermittent shedding (innocent bystanders), including RV (<xref ref-type="bibr" rid="B63">63</xref>), AdV (<xref ref-type="bibr" rid="B64">64</xref>), hBoV (<xref ref-type="bibr" rid="B65">65</xref>), non-SARS hCoV (<xref ref-type="bibr" rid="B13">13</xref>), and EV (<xref ref-type="bibr" rid="B66">66</xref>), merit additional justification. To avoid attributing disease to innocent bystanders, we consider only those with high viral load (Ct value &#x0003C;24) as true pathogens (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B67">67</xref>).</p>
<p>Viruses confirmed by serodiagnosis are also regarded as causative pathogens. Serology may be particularly useful for identifying respiratory viral infections that trigger secondary bacterial pneumonia as the virus may no longer be detectable in respiratory specimens (<xref ref-type="bibr" rid="B45">45</xref>). Addition of serology to PCR evaluation increases positive diagnostic yield (<xref ref-type="bibr" rid="B68">68</xref>). In one study, 29 of 88 cases of viral pneumonia were diagnosed by serology alone (<xref ref-type="bibr" rid="B69">69</xref>). Serology is a helpful adjunct to the PCR in assessing etiologic contribution, but may not reveal exact timing (<xref ref-type="bibr" rid="B68">68</xref>).</p>
<p>Antigen testing for respiratory specimens is attractive as a potential PoC diagnostic test for viral causes of childhood pneumonia. It has been used for detection of seasonal influenza and RSV (<xref ref-type="bibr" rid="B45">45</xref>). However, performance is suboptimal; sensitivity of rapid diagnostic tests ranges from 10 to 96% for influenza (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>) and 71&#x02013;95% for commercial RSV (<xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B73">73</xref>). Variable sensitivity is not surprising, as low viral loads would predispose to false negatives. Furthermore, low pre-test probability outside respiratory virus season undermines predictive utility (<xref ref-type="bibr" rid="B62">62</xref>). Antigen destruction may occur with freezing and on repository swabs, which can also decrease accuracy (<xref ref-type="bibr" rid="B74">74</xref>). Based on sensitivity, antigen testing is inferior to PCR for detection of viruses causing pneumonia (<xref ref-type="bibr" rid="B62">62</xref>) and is not included in our rules.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s3">
<title>Conclusion</title>
<p>In conclusion, identifying bacterial and viral etiologies of pneumonia in children is necessary yet challenging. NP colonization and prolonged shedding of innocent bystander respiratory viruses may obscure assay interpretation. Our rules employ culture, molecular, and serology testing for determination of the pathogen(s) causing pneumonia in children. These rules will support effective clinical management of and research on childhood pneumonia. Our proposed rules are advantageous in their comprehensive approach, which may increase accuracy of diagnosis. This is very useful for research and well-equipped facilities. However, cost and complexity may present barriers in many laboratories and hospitals, limiting feasibility in low-resource settings. Additionally, reliance on paired serum (acute-convalescent) for assessment could delay diagnosis. Further studies should be performed to assess the utility of these proposed rules for reducing antimicrobial use and resistance rates, as well as correlation with biomarkers used to guide treatment (e.g., procalcitonin, C-reactive protein).</p>
</sec>
<sec sec-type="data-availability-statement" id="s4">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>YM, AM, C-YL, HK, and DL prepared the concept and design of the study. YM, AM, HK, and C-YL reviewed and analyzed the literature. YM and AM drafted the manuscript. YM, AM, HK, C-YL, AK, and DL reviewed the draft of the manuscript, provided critical insights, edited and prepared the final version of the manuscript. YM, AM, DL, HF, AA, NL, MK, HK, AK, and C-YL analyzed, reviewed, and edited the manuscript&#x00027;s final version and approved it for publication. 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>
</body>
<back>
<ack><p>We are grateful to Dr. H. Clifford Lane, National Institute of Allergy and Infectious Diseases (NIAID) Deputy Director for Clinical Research and Special Project for his support and scientific insight. We also thank the Partnership for Enhanced Engagement in Research (PEER) - Pneumonia in Pediatric Patients Study (PePPeS) team, Indonesia Research Partnership on Infectious Diseases (INA-RESPOND) Network, Tangerang District Hospital, Kariadi Hospital and Sardjito Hospital for their operational support and technical assistance.</p>
</ack>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This manuscript has been funded in whole or in part with MoH Indonesia, National Academy of Sciences (Sub-Grant Number: 2000007599), and Federal funds from the NIAID, NIH, under contract Nos. HHSN261200800001E and HHSN261201500003I.</p>
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