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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1114762</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2022.1114762</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Liquid biopsy in pediatric brain tumors</article-title>
<alt-title alt-title-type="left-running-head">Tripathy et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2022.1114762">10.3389/fgene.2022.1114762</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tripathy</surname>
<given-names>Arushi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>John</surname>
<given-names>Vishal</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1737172/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wadden</surname>
<given-names>Jack</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1608387/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kong</surname>
<given-names>Seongbae</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sharba</surname>
<given-names>Sana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Koschmann</surname>
<given-names>Carl</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/466035/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Neurosurgery</institution>, <institution>Michigan Medicine</institution>, <addr-line>Ann Arbor</addr-line>, <addr-line>MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pediatrics</institution>, <institution>Michigan Medicine</institution>, <addr-line>Ann Arbor</addr-line>, <addr-line>MI</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/252360/overview">Xinzhong Li</ext-link>, Teesside University, United Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2089245/overview">David Meredith</ext-link>, Brigham and Women&#x2019;s Hospital and Harvard Medical School, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Carl Koschmann, <email>ckoschma@med.umich.edu</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Neurogenomics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1114762</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Tripathy, John, Wadden, Kong, Sharba and Koschmann.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Tripathy, John, Wadden, Kong, Sharba and Koschmann</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>Malignant primary brain tumors are the most common cancer in children aged 0&#x2013;14&#xa0;years, and are the most common cause of death among pediatric cancer patients. Compared to other cancers, pediatric brain tumors have been difficult to diagnose and study given the high risk of intracranial biopsy penetrating through vital midline structures, where the majority of pediatric brain tumors originate (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?jn3PZK">Ostrom et al., 2015</ext-link>). Furthermore, the vast majority of these tumors recur. With limitations in the ability to monitor using clinical and radiographic methods alone, minimally invasive methods such as liquid biopsy will be crucial to our understanding and treatment. Liquid biopsy of blood, urine, and cerebrospinal fluid (CSF) can be used to sample cfDNA, ctDNA, RNA, extracellular vesicles, and tumor-associated proteins. In the past year, four seminal papers have made significant advances in the use of liquid biopsy in pediatric brain tumor patients (<xref ref-type="bibr" rid="B31">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="B6">Cantor et al., 2022</xref>; <xref ref-type="bibr" rid="B40">Miller et al., 2022</xref>; <xref ref-type="bibr" rid="B48">Pag&#xe8;s et al., 2022</xref>). In this review, we integrate the results of these studies and others to discuss how the newest technologies in liquid biopsy are being developed for molecular diagnosis and treatment response in pediatric brain tumors.</p>
</abstract>
<kwd-group>
<kwd>liquid biopsy</kwd>
<kwd>pediatric</kwd>
<kwd>brain tumor</kwd>
<kwd>cell-free tumor DNA (cf-tDNA)</kwd>
<kwd>cerebrospinal fluid (CSF)</kwd>
<kwd>plasma</kwd>
<kwd>targeted treatment</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The most common cause of death among pediatric cancer patients aged 0&#x2013;14&#xa0;years are malignant primary brain tumors (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?5te1ZQ">Ostrom et al., 2020</ext-link>). Unfortunately, diagnosis <italic>via</italic> clinical evaluation and MRI imaging is uncertain, with a differential diagnosis including abscesses and tumor variants requiring discordant treatments. Therefore, current clinical decision-making requires surgical biopsy or resection for histopathologic diagnosis. Even the most minimally invasive option&#x2013;stereotactic needle biopsy&#x2013;puts the patient at risk of side effects of general anesthesia, intracranial hemorrhage, neurologic deficit, and death (<xref ref-type="bibr" rid="B45">Nishihara et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Hamisch et al., 2017</xref>; <xref ref-type="bibr" rid="B21">He et al., 2021</xref>). Furthermore, tissue biopsy samples a single point, failing to capture intratumoral heterogeneity for accurate diagnosis (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?prdD1y">Ng and Lim, 2008</ext-link>). It has previously been shown that neuropathologic diagnosis <italic>via</italic> stereotactic biopsy specimen <italic>versus</italic> tumor resection specimen of the same lesion differed in approximately 40% of cases (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?dwfwNU">Jackson et al., 2001</ext-link>). The development of a safer, more accurate diagnostic tool would revolutionize the treatment of CNS tumors.</p>
<p>Similarly, the current paradigm of clinical and radiographic tumor monitoring during and following treatment is ineffective in guiding clinical decision-making due to radiographic changes with poor sensitivity and specificity for true tumor growth. So-called pseudoprogression&#x2013;radiographic tumor growth and/or clinical deteriorationis a result of treatment-effect: Inflammatory changes which can be controlled with steroids (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?xpcB0Q">Thust et al., 2018</ext-link>). A reliable, non-invasive method for differentiation between progression and pseudoprogression would obviate the need for repeat biopsy and facilitate early treatment.</p>
<p>Histopathologic criteria once dominated brain tumor diagnosis, however, the newer WHO guidelines are progressively shifting toward molecular and genomic parameters (<xref ref-type="bibr" rid="B34">Louis et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Kurokawa et al., 2022</xref>). A comprehensive method for DNA-methylation-based classification has been established and shown to correct diagnosis in up to 12% of prospective cases (<xref ref-type="bibr" rid="B7">Capper et al., 2018</xref>). While imaging fails to capture the genetic tumor profile, liquid biopsy of blood, urine, or cerebrospinal fluid (CSF) for isolation of genetic biomarkers including ctDNA, RNA, and tumor-associated proteins is an emerging method for diagnosis and monitoring of CNS malignancies (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?2HkgQt">Wadden et al., 2022</ext-link>).</p>
<p>Given its ability to transcend the safety concerns and diagnostic limitations of stereotactic biopsy, the development and application of liquid biopsy in clinical CNS tumor management is critical. In this review, we will discuss the latest technologies in biofluid isolation and interpretation, as well as previously identified biomarkers for detection and tracking of various pediatric CNS tumors. Finally, we will discuss the applicability of these techniques and future integration into the current clinical system.</p>
</sec>
<sec id="s2">
<title>Amplification and analytic methodologies</title>
<p>Due to a lower total biofluid volume in pediatric patients, the ability to isolate and identify genetic and molecular components from small samples is crucial. Here we will discuss general principles of liquid biopsy in pediatric brain tumors and showcase the feasibility of tumor detection using biofluids (as seen in <xref ref-type="table" rid="T1">Table 1</xref>). Blood (plasma or serum), urine, and CSF have been identified as potential liquid biopsy candidates in pediatric patients with gliomas (primarily diffuse intrinsic pontine glioma) and embryonal neoplasms (medulloblastoma).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>A summary of current liquid biopsy detection methods using varied biofluids, tumor types, and targets.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">References</th>
<th align="left">Marker</th>
<th align="left">Detection method</th>
<th align="left">Biofluid type</th>
<th align="left">Tumor type</th>
<th align="left">Targets</th>
<th align="left">Sensitivity</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B6">Cantor et al. (2022)</xref>
</td>
<td rowspan="2" align="left">ctDNA</td>
<td rowspan="2" align="left">ddPCR</td>
<td rowspan="2" align="left">CSF/Plasma</td>
<td rowspan="2" align="left">DIPG</td>
<td rowspan="2" align="left">H3.3K27M</td>
<td align="left">Plasma: 85.4%</td>
</tr>
<tr>
<td align="left">CSF: 96.5%</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B40">Miller et al. (2022)</xref>
</td>
<td align="left">ctDNA</td>
<td align="left">MSK-IMPACT assay (Illumina)</td>
<td align="left">CSF</td>
<td align="left">pHGG, LGG, MB, PB, DLGNT, RB, E</td>
<td align="left">Genomic coverage ranged from 2x to 1,368x of various somatic alterations</td>
<td align="left">CSF: 46.9%</td>
</tr>
<tr>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B49">Pages et al. (2021)</xref>
</td>
<td rowspan="3" align="left">ctDNA</td>
<td rowspan="3" align="left">Illumina (ultra-low-pass WGS)</td>
<td rowspan="3" align="left">Plasma, Urine, CSF</td>
<td rowspan="3" align="left">MB, LGG, LGNT, DIPG, pHGG</td>
<td rowspan="3" align="left">10,000x Coverage of 300 Cancer-Related Genes</td>
<td align="left">CSF: 30%</td>
</tr>
<tr>
<td align="left">Plasma: 2.7%</td>
</tr>
<tr>
<td align="left">Urine: 0%</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B31">Liu et al. (2021)</xref>
</td>
<td rowspan="2" align="left">ctDNA</td>
<td rowspan="2" align="left">Illumina (Low-Coverage WGS)</td>
<td rowspan="2" align="left">CSF</td>
<td rowspan="2" align="left">MB</td>
<td align="left">CNV: 10q</td>
<td align="left">Metastatic CSF: 85%</td>
</tr>
<tr>
<td align="left">PIM1 SMAD2</td>
<td align="left">Localized CSF: 54%</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B30">Li J et al. (2020)</xref>
</td>
<td align="left">ctDNA</td>
<td align="left">Methylation Sequencing (Illumina HumanMethylation450 BeadChip)</td>
<td align="left">CSF</td>
<td align="left">MB</td>
<td align="left">5&#xa0;hmC-enriched regions</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B4">Bruzek et al. (2020)</xref>
</td>
<td align="left">ctDNA</td>
<td align="left">Nanopore</td>
<td align="left">CSF</td>
<td align="left">pHGG</td>
<td align="left">multiple targets</td>
<td align="left">CSF: 85%</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B50">Pan et al. (2019)</xref>
</td>
<td rowspan="2" align="left">ctDNA</td>
<td rowspan="2" align="left">Illumina (Deep-Sequencing)</td>
<td rowspan="2" align="left">CSF/Plasma</td>
<td rowspan="2" align="left">DIPG, MG</td>
<td rowspan="2" align="left">Various Targets</td>
<td align="left">Plasma: 38%</td>
</tr>
<tr>
<td align="left">CSF: 100%</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B58">Sobol-Milejska et al. (2017)</xref>
</td>
<td align="left">Protein</td>
<td align="left">ELISA</td>
<td align="left">Whole Blood</td>
<td align="left">MB, AE, pHGG, PB</td>
<td align="left">VEGF/bFGF Levels</td>
<td align="left">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>DIPG, diffuse intrinsic pontine glioma; MG, medullary glioma; pHGG, pediatric high grade glioma; LGG, low grade glioma; MB, medulloblastoma; AE, anaplastic ependymomas; PB, pineoblastomas; DLGNT, diffuse leptomeningeal glioneuronal tumor; LGNT, leptomeningeal glioneuronal tumor; RB, retinoblastoma; E, ependymoma; AST, astrocytoma; AG, astrogliosis; OD, oligodendroglioma; MG, meningioma; DG, diffuse glioma; ctDNA, circulating-tumor DNA; WGS, whole genome sequencing; miRNA, microRNA; CSF, cerebrospinal fluid; ddPCR, droplet digital polymerase chain reaction; RT-qPCR, quantitative reverse transcription polymerase chain reaction.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s2-1">
<title>Digital droplet PCR (ddPCR)</title>
<p>PCR (polymerase chain reaction) amplifies DNA using a combination of primers, dNTP, and DNA polymerase. Specifically, quantitative PCR captures real-time amplification of targets using fluorescently assigned probes. ddPCR furthermore allows for unbiased amplification of a known target by isolating reactions in each of thousands of droplets (<xref ref-type="bibr" rid="B37">Mart&#xed;nez-Ricarte et al., 2018</xref>; <xref ref-type="bibr" rid="B51">Panditharatna et al., 2018</xref>). ddPCR is a sensitive and accurate method that can detect rare ctDNA mutations with a limit of detection of approximately .001% in CNS tumors (<xref ref-type="bibr" rid="B22">Hindson et al., 2011</xref>; <xref ref-type="bibr" rid="B23">Izquierdo et al., 2021</xref>; <xref ref-type="bibr" rid="B28">Li et al., 2021</xref>). To demonstrate the utility of this technique, one group used blood ddPCR to amplify ctDNA and found that it was possible to detect the H3.3K27M mutation in 85% of diffuse intrinsic pontine glioma (DIPG) patients at diagnosis and 100% of patients post-radiation or during therapy (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?ReDbm6">Mueller et al., 2019</ext-link>).</p>
</sec>
<sec id="s2-2">
<title>Next-generation sequencing (NGS)</title>
<p>ddPCR can only detect known targets <italic>via</italic> the addition of targeted primers and probes. NGS circumvents this issue with its capacity to seek innumerable unknown genetic alterations (<xref ref-type="bibr" rid="B3">Buermans and den Dunnen, 2014</xref>).</p>
<p>NGS (e.g, Illumina) sequences by synthesis, in which a 500-base-pair adaptor is ligated and fluorescent dNTPs are added to the strand to determine the sequence of the target strand (<xref ref-type="bibr" rid="B66">Voelkerding et al., 2009</xref>; <xref ref-type="bibr" rid="B5">Buermans and den Dunnen, 2014</xref>; <xref ref-type="bibr" rid="B17">Fox et al., 2014</xref>). Illumina can be used for whole-genome, whole-exome, or targeted generation sequencing. Results are obtained between 29&#xa0;h and 4&#xa0;days (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?gnHmtT">Kanzi et al., 2020</ext-link>). A recent study utilized the NGS Memorial Sloan Kettering-Integrated Molecular Profiling of Actionable Cancer Targets (MSK-IMPACT) assay. Using CSF from pediatric patients with varied histologies and a sequencing depth of 2x to 1,368x, researchers screened patients with existing somatic alterations (<xref ref-type="bibr" rid="B40">Miller et al., 2022</xref>).</p>
<p>Nanopore sequencing utilizes miniature pores to sequence strands of DNA (<xref ref-type="bibr" rid="B14">Feng et al., 2015</xref>). As a strand of DNA passes through the pore, an electrical current is generated that base-calls nucleotides to sequence the strand. The MinION, a handheld nanopore device, is fast and more affordable than NGS with the ability to reuse parts. The nanopore device can provide same-day results and allows users to make genetic calls within the first few minutes of sequencing (<xref ref-type="bibr" rid="B13">Euskirchen et al., 2017</xref>).</p>
</sec>
<sec id="s2-3">
<title>Liquid chromatography mass spectrometry (LC-MS)</title>
<p>Proteomic characterization of CNS tumors is possible <italic>via</italic> liquid chromatography, which separates compounds in a sample based on interactions between mobile and stationary phases. Mass spectrometry is then utilized to convert molecules to the ionized state allowing compound identification by measuring the speed of movement through a vacuum chamber (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?RG0H3i">Pitt, 2009</ext-link>). With only 10&#xa0;&#x3bc;L of plasma, 862 proteins were identified within 12&#xa0;h using LC-MS (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?XtANsF">Xue et al., 2018</ext-link>). Using CSF LC-MS, six proteins were successfully identified that could discriminate the metastatic status of CNS tumors in children compared to controls (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?WyCcud">Spreafico et al., 2017</ext-link>).</p>
<p>LC-MS can also be used to analyze the metabolites in CSF created by the intake of anti-cancer drugs to assess penetrance beyond the blood-brain barrier (BBB), important for identifying new therapies for clinical trials. A study of seven oral anti-cancer drugs in pediatric CNS tumor patients successfully demonstrated the ability of LC-MS to identify medications with the highest BBB penetrance (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?m441Qg">Guntner et al., 2020</ext-link>).</p>
</sec>
</sec>
<sec id="s3">
<title>Biomarkers</title>
<p>The current state of the utility of DNA, RNA, and extracellular vesicles in pediatric liquid biopsy samples is reviewed in this section. Four recent seminal papers in the use of liquid biopsy in pediatric brain tumors are discussed in detail (<xref ref-type="bibr" rid="B31">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="B6">Cantor et al., 2022</xref>; <xref ref-type="bibr" rid="B40">Miller et al., 2022</xref>; <xref ref-type="bibr" rid="B48">Pag&#xe8;s et al., 2022</xref>).</p>
<sec id="s3-1">
<title>DNA</title>
<p>Cell-free DNA (cfDNA) are 50&#x2013;200 base-pair DNA fragments that are released from cells <italic>via</italic> apoptosis, necrosis, and budding DNA release (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?xcl7kD">Stroun et al., 2001</ext-link>). Circulating tumor DNA (ctDNA) are mutation-carrying fragments released by tumor cells. Both total cfDNA quantification and the mutations identified in ctDNA can be used as biomarkers for tumor diagnosis and progression. Due to its short half-life of 16&#xa0;min to 2.5&#xa0;h cfDNA could be a real-time marker of treatment effect and measurable residual disease (MRD) (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?cRA6lJ">Mayo et al., 2022</ext-link>).</p>
<p>Due to the high cell turnover rate in malignancies, elevated levels of overall cfDNA are often observed in CSF (<xref ref-type="bibr" rid="B1">Bagley et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Nakamura et al., 2020</xref>). A study of brainstem gliomas including DIPG demonstrated the ability to reliably detect primary tumor alterations in CSF ctDNA (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?jdAxfw">Pan et al., 2019</ext-link>). Our group demonstrated correlation between the concentration of characteristic mutant K27M copies in CSF ctDNA and contrast-enhancing tumor area on MRI, as well as with cell proliferation in an <italic>in vitro</italic> model (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?hUyDII">Stallard et al., 2018</ext-link>). We further applied this technique in a larger cohort as part of a prospective clinical trial, demonstrating that change in H3.3K27M variant allele fraction (VAF) in both CSF and plasma was associated with increased progression-free survival. VAF increase of &#x3e;25% was found to precede tumor progression in many cases, and cases of radiographic progression without an increase in VAF were later found to reflect pseudo-progression. These data show that CSF or plasma ctDNA H3.3K27M VAF could be a reliable biomarker for prediction of progression and for differentiation from pseudoprogression (<xref ref-type="bibr" rid="B6">Cantor et al., 2022</xref>).</p>
<p>When CSF was collected serially in children with medulloblastoma (MB), low-coverage WGS detected MRD in 54% and 85% of patients with localized and metastatic disease, respectively (<xref ref-type="bibr" rid="B31">Liu et al., 2021</xref>). Among 64 CSF samples from a diverse range of pediatric and young adult patients, cfDNA positivity correlated strongly with disseminated disease (<xref ref-type="bibr" rid="B40">Miller et al., 2022</xref>). While these data are promising, a large-scale attempt to standardize liquid biopsy for DNA biomarker isolation across multiple tumor histologies using ultra-low pass NGS was fairly unsuccessful with copy number alterations only detected in 20% of CSF samples and fewer in other biofluids (<xref ref-type="bibr" rid="B48">Pag&#xe8;s et al., 2022</xref>).</p>
</sec>
<sec id="s3-2">
<title>RNA</title>
<p>microRNAs (miRNAs) are non-coding molecules 18&#x2013;24 nucleotides in length (<xref ref-type="bibr" rid="B11">Eibl and Schneemann, 2021</xref>). They are integral to the stability and translation of messenger RNA (mRNA) and can impact tumor angiogenesis, growth, and invasiveness (<xref ref-type="bibr" rid="B16">Floyd and Purow, 2014</xref>). miRNAs have been isolated from CSF, blood, and urine and are stable in biofluids. However, the standardization of control and tumor-specific miRNA panels is in its infancy.</p>
<p>Considering the difficulty in obtaining CSF specimens from children, liquid biopsy of serum and urine miRNA in pediatric brain tumor patients would be preferred, however, there is a relative paucity of information in this subject. Serum miRNA in pediatric astrocytomas has been found to demonstrate characteristic miRNA signatures; miRNA levels were used to successfully predict tumor size and therapeutic response (<xref ref-type="bibr" rid="B33">L&#xf3;pez-Aguilar et al., 2017</xref>; <xref ref-type="bibr" rid="B2">Bookland et al., 2018</xref>). Furthermore, reverse transcription of cell-free tumor RNA into complementary DNA has successfully detected <italic>EGFR(v)III</italic> amplification in pediatric high-grade gliomas (<xref ref-type="bibr" rid="B15">Figueroa et al., 2017</xref>; <xref ref-type="bibr" rid="B36">Manda et al., 2018</xref>).</p>
<p>In MB (most common cerebellar tumor in pediatric patients) miRNA expression changes have been identified that directly regulate tumorigenic MB pathways including SHH and WNT (<xref ref-type="bibr" rid="B3">Braoudaki and Lambrou, 2015</xref>; <xref ref-type="bibr" rid="B68">Wang et al., 2022</xref>). These biomarkers could provide MB genetic classification without surgical biopsy.</p>
</sec>
<sec id="s3-3">
<title>Extracellular vesicles</title>
<p>Extracellular vesicles (EV) are small, membrane-bound structures secreted from both normal and cancerous cells. EVs have been found to hold tumor-specific DNA, various RNAs, and proteins (<xref ref-type="bibr" rid="B9">Doyle and Wang, 2019</xref>). Because of their small size and tumor-specific cargo, EVs have been suggested as a biomarker for liquid biopsy in adult gliomas (<xref ref-type="bibr" rid="B44">Nikoobakht et al., 2022</xref>).</p>
<p>The diagnostic potential of EVs in pediatric brain tumors is not well studied. Proteomic signatures isolated from pediatric medulloblastoma cell lines and patient sera revealed both a brain tumor-specific profile as well as a MB-specific profile (<xref ref-type="bibr" rid="B12">Epple et al., 2012</xref>). Furthermore, spike-in media-derived exosomes were found to be cell attractants, increasing cell migration <italic>in vitro</italic>. Isolation of EVs from the cell media supernatant of 3 DIPG and 4&#xa0;MB cell lines identified EV-derived miRNAs unique to DIPG and MB respectively (<xref ref-type="bibr" rid="B35">Maga&#xf1;a et al., 2022</xref>). Additionally, the study identified EV-specific miRNAs when compared to miRNAs isolated from parent tumor cells, suggesting targeted loading of miRNAs into EVs.</p>
<p>Further research may unlock important mechanistic discoveries and therapeutic targets. However, the lack of standard protocols for EV isolation and lack of liquid patient samples are barriers to further discovery.</p>
</sec>
</sec>
<sec id="s4">
<title>Clinical applications</title>
<p>Above we reviewed methods used to study transcriptomic and proteomic signatures of pediatric CNS tumors in biofluids. Next, we will discuss the utilization of liquid biopsy in practice, including applications in diagnosis and surveillance treatment as seen in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>An overview of biofluid collection, extraction, detection, and diagnosis for improved treatment outcomes.</p>
</caption>
<graphic xlink:href="fgene-13-1114762-g001.tif"/>
</fig>
<sec id="s4-1">
<title>Diagnosis/molecular characterization</title>
<p>Genomic profiling of pediatric brain tumors has identified targetable mutations in more than half (<xref ref-type="bibr" rid="B54">Ramkissoon et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Cole et al., 2018</xref>). In high-risk pediatric glial tumors, exome and transcriptome sequencing prompted a change in therapy in more than two-thirds (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?2Ugko0">Koschmann et al., 2018</ext-link>). This has further been shown to be reproducible using liquid biopsy, with the ability to identify targetable mutations, monitor therapeutic response, and follow tumor evolution (<xref ref-type="bibr" rid="B40">Miller et al., 2022</xref>). Molecular profiling is now recommended along with IHC to guide care in pediatric glioma patients (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?P68g5J">Miklja et al., 2019</ext-link>). Spatial subclones with unique genotypes and phenotypes have been identified in pediatric GBM and DIPG (<xref ref-type="bibr" rid="B64">Vinci et al., 2018</xref>; <xref ref-type="bibr" rid="B20">Harpaz et al., 2022</xref>) limiting the accuracy of a single stereotaxic biopsy. Liquid biopsy includes elements secreted from all parts of the tumor, with better representation that can provide a more accurate diagnosis.</p>
<p>Liquid biopsy could also facilitate early minimally invasive tumor identification, avoiding treatment delays where appropriate. Of incidentally discovered pediatric brain tumors, most are monitored with imaging and 10% eventually require treatment (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?qv0uyk">Soleman et al., 2020</ext-link>). In an adult diffuse glioma pilot study, 85% of tumors were successfully diagnosed <italic>via</italic> CSF ctDNA sequencing with a 7&#x2013;10&#xa0;days turnaround (<xref ref-type="bibr" rid="B37">Mart&#xed;nez-Ricarte et al., 2018</xref>). However, when specimens were prospectively collected in 564 children, copy number alterations were only detected in 20% of CSF, 1.3% of plasma, and 0% of urine samples (<xref ref-type="bibr" rid="B48">Pag&#xe8;s et al., 2022</xref>). In the setting of low ctDNA levels in children and low levels of clonal aberrations, extensive further research in the pediatric population is necessary to develop ctDNA as a biomarker and lumbar puncture as an early diagnostic option.</p>
<p>Several pediatric CNS tumors are difficult to diagnose even using tumor morphology, imaging, immunohistochemistry, sequencing, and FISH. Of these diagnostic enigmas, 71% were successfully diagnosed using DNA methylation profiling, a parameter easily accessible using liquid biopsy nucleic acids (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?KhXHOT">Pages et al., 2021</ext-link>). Liquid biopsy miRNA markers for medulloblastoma have been identified for differentiation from controls with high specificity (<xref ref-type="bibr" rid="B68">Wang et al., 2022</xref>). In primary CNS lymphoma, the DNA yield, variant allele fraction, and ability to detect MYD88 (a characteristic mutation) were actually much better in CSF cfDNA than in stereotactic biopsy cellular DNA, the current gold standard for diagnosis (<xref ref-type="bibr" rid="B71">Yamagishi et al., 2021</xref>).</p>
<p>Intraoperatively, the MinION nanopore device identifies genetic data within the first few minutes of sequencing using fresh frozen tumor tissue (<xref ref-type="bibr" rid="B13">Euskirchen et al., 2017</xref>), which could dictate extent-of-resection decision-making. Though Nanopore has previously been limited by a higher error rate as compared to NGS, our group demonstrated 85% sensitivity and 100% specificity for ctDNA in CSF samples from pediatric high-grade glioma patients (<xref ref-type="bibr" rid="B57">Slatko et al., 2018</xref>; <xref ref-type="bibr" rid="B4">Bruzek et al., 2020</xref>).</p>
</sec>
<sec id="s4-2">
<title>Treatment response prediction/surveillance</title>
<p>During and following treatment of brain tumors, patients are monitored with serial MRI imaging which often fails to differentiate true progression from pseudo-progression. Serum biomarkers have been used to monitor progression in other cancers (i.e. PSA in prostate cancer, CEA in colorectal cancer, CA125 in ovarian cancer, AFP in hepatocellular carcinoma, and beta-hCG in gestational trophoblastic disease). A correlate in pediatric brain cancers could play an important role in post-treatment monitoring and early treatment of recurrence. Serial liquid biopsy in addition to serial MRI may reveal new genetic targets for precision chemotherapy (<xref ref-type="bibr" rid="B72">Kim et al., 2015</xref>; <xref ref-type="bibr" rid="B55">Salloum et al., 2017</xref>).</p>
<p>Our group demonstrated that change in CSF cfDNA H3K27M variant allele fraction predicted treatment response and tumor progression following ONC201 treatment in diffuse midline glioma (<xref ref-type="bibr" rid="B6">Cantor et al., 2022</xref>). The same biomarker was also found to be correlated with treatment response to radiotherapy by another group (<xref ref-type="bibr" rid="B51">Panditharatna et al., 2018</xref>). In medulloblastoma, CSF cfDNA was used as a means to detect MRD, demonstrating that patients with persistent copy number alteration detection were at higher risk of progression. Furthermore, marker detection preceded radiographic progression in half of relapsing patients (<xref ref-type="bibr" rid="B31">Liu et al., 2021</xref>). DNA methylation status in CSF ctDNA has also been identified as an epigenetic prognostic marker to predict outcomes in MB (<xref ref-type="bibr" rid="B30">Li J et al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s5">
<title>Conclusion/future directions</title>
<p>Brain biopsy, the gold standard of pediatric brain tumor diagnosis, is a risky procedure with unreliable diagnostic value. Liquid biopsy could be a minimally invasive, definitive method to diagnose, monitor, and treat these lethal cancers. CSF procurement <italic>via</italic> lumbar puncture in children is complicated. Furthermore, it has been shown that CSF sampling more proximal to an intracranial tumor may have increased sensitivity for CSF ctDNA detection (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?fcqUbE">Stallard et al., 2018</ext-link>). Studies have also found that placement of a fourth ventricular catheter for even greater proximity to a posterior fossa tumor is safe (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?rRJyxD">Sandberg and Kerr, 2016</ext-link>).</p>
<p>LP is the safest, least invasive method to obtain CSF during initial brain lesion workup. However, in patients who undergo surgical resection, an alternative CSF procurement method could involve placement of an Ommaya reservoir and peritumoral or intraventricular catheter. Lateral and third ventricular catheters are routinely placed by neurosurgeons for CSF diversion or intrathecal chemotherapy. Still, reservoir placement for tumor monitoring and CAR-T therapy in pediatric patients has only recently become standard of care (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?JZvPeK">Vitanza et al., 2021</ext-link>).</p>
<p>Given that most pediatric tumors present in the posterior fossa, hydrocephalus is a common issue. More than 60% of children with DIPG require surgical intervention for relief, many of whom require shunt placement. In a review of several studies of shunt catheters in DIPG, the overall infection rate was &#x3c;1% (<xref ref-type="bibr" rid="B29">Li D et al., 2020</xref>). In children requiring ventricular Ommaya reservoir for CSF chemotherapy delivery, only 1% developed an infection requiring explantation (<ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/google-docs/?vpC0SN">Peyrl et al., 2014</ext-link>). Other rare complications include hemorrhage during placement, clogging, and superficial local CSF effusion. Given safety of placement, the potential benefits for longitudinal disease monitoring and treatment guidance far outweigh the benefits.</p>
<p>Blood sampling is innocuous when compared with CSF extraction. The sensitivities of sequencing technologies used to study biofluids, specifically low-coverage WGS and targeted Nanopore NGS, are increasingly improving. As the ability to detect nucleic acid and proteomic biomarkers from liquid biopsies improve, the emphasis will transition from CSF to serum studies. We have already begun to demonstrate that plasma can be used to direct clinical decision-making without awaiting identifiable radiographic progression (<xref ref-type="bibr" rid="B6">Cantor et al., 2022</xref>).</p>
<p>Further research is required in the characterization and standardization of biomarkers found in CSF and other biofluids, which could represent the next paradigm shift in clinical management of pediatric brain tumor patients.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>AT and VJ designed the original paper and contributed equally to this manuscript. JW, SK, and SS were responsible for initial manuscript generation and editing. AT and VJ were responsible for final manuscript preparation. CK provided funding and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>CK is supported by NIH/NINDS Grant R01-NS124607 and R01-NS119231 and Department of Defense Grant CA201129P1, the University of Michigan Chad Carr Pediatric Brain Tumor Center, the ChadTough Defeat DIPG Foundation, Catching Up With JW, The Pediatric Brain Tumor Foundation, The Yuvaan Tiwari Memorial Foundation, The Morgan Behen Golf Classic, and the Michael Miller Memorial Foundation. JW is supported by the National Institutes of Health under award number T32HL749, the University of Michigan Chad Carr Pediatric Brain Tumor Center, Catching Up With JW, and the Pediatric Brain Tumor Foundation.</p>
</sec>
<ack>
<p>We would like to thank the editors and reviewers for their work. <xref ref-type="fig" rid="F1">Figure 1</xref> was created using <ext-link ext-link-type="uri" xlink:href="http://biorender.com/">BioRender.com</ext-link>.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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