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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">847021</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.847021</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Knowledge Gaps in the Pharmacokinetics of Therapeutic Proteins in Pediatric Patients</article-title>
<alt-title alt-title-type="left-running-head">Meibohm</alt-title>
<alt-title alt-title-type="right-running-head">Pediatric Pharmacokinetics of Therapeutic Proteins</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Meibohm</surname>
<given-names>Bernd</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/131557/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>Department of Pharmaceutical Sciences</institution>, <institution>College of Pharmacy</institution>, <institution>The University of Tennessee Health Science Center</institution>, <addr-line>Memphis</addr-line>, <addr-line>TN</addr-line>, <country>United&#x20;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/154891/overview">Catherine M. T. Sherwin</ext-link>, Wright State University, United&#x20;States</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/1519189/overview">Honghui Zhou</ext-link>, Janssen Research and Development (United&#x20;States), United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Bernd Meibohm, <email>bmeibohm@uthsc.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Obstetric and Pediatric Pharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>847021</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Meibohm.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Meibohm</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Therapeutic proteins such as monoclonal antibodies and their derivatives, fusions proteins, hormone analogs and enzymes for replacement therapy are an ever-growing mainstay in our pharmacopoeia. While a growing number of these medications are developed for and used in younger and younger pediatric patients, knowledge gaps in the basic understanding of the molecular and physiologic processes governing the disposition of these compounds in the human body and their modulation by age and childhood development are a hindrance to the effective and timely development and clinical use of these compounds, especially in very young pediatric patient populations. This is particularly the case for the widespread lack of information on the ontogeny and age-associated expression and function of receptor systems that are involved in the molecular processes driving the pharmacokinetics of these compounds. This article briefly highlights three receptor systems as examples, the neonatal Fc receptor, the asialoglycoprotein receptor, and the mannose receptor. It furthermore provides suggestions on how these gaps should be addressed and prioritized to provide the field of pediatric clinical pharmacology the urgently needed tools for a more effective development and clinical utilization of this important class of drugs with rapidly evolving importance as cornerstone in pediatric pharmacotherapy.</p>
</abstract>
<kwd-group>
<kwd>pediatrics</kwd>
<kwd>therapeutic proteins</kwd>
<kwd>pharmacokinetics</kwd>
<kwd>pediatric extrapolation</kwd>
<kwd>ontogeny</kwd>
<kwd>neonatal Fc receptor</kwd>
<kwd>mannose receptor</kwd>
<kwd>asialoglycoprotein receptor</kwd>
</kwd-group>
<contract-sponsor id="cn001">Health Science Center, University of Tennessee<named-content content-type="fundref-id">10.13039/100007271</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Over the past 25&#xa0;years, therapeutic proteins such as monoclonal antibodies (mAbs) and their derivatives, fusions proteins, hormone analogs and enzymes for replacement therapy have gained major roles in the armamentarium to treat numerous conditions and diseases (<xref ref-type="bibr" rid="B6">Crommelin et&#x20;al., 2019</xref>). More recently, constructs that are the result of advanced protein engineering such as bispecifics and similar innovative molecules have been added to this group of molecules and are receiving major attention in drug development programs (<xref ref-type="bibr" rid="B29">Rathi and Meibohm, 2015</xref>; <xref ref-type="bibr" rid="B3">Brinkmann and Kontermann, 2017</xref>). While these protein-based medications are typically first developed and approved for adult patient populations, extensions of regulatory approval for use in pediatric populations is frequently pursued after initial market introduction (<xref ref-type="bibr" rid="B40">Zhang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>). These efforts have been further spurred and formalized by regulatory incentives and regulatory requirements that have been established over the past 3&#xa0;decades in Europe and North America (<xref ref-type="bibr" rid="B41">Zisowsky et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B40">Zhang et&#x20;al., 2015</xref>). In this context, there is an ever growing need to establish dosage regimens and dosing recommendations that address the specific needs of different age groups of pediatric patients to ensure a safe and effective pharmacotherapy in these patient populations (<xref ref-type="bibr" rid="B38">Xu et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Malik et&#x20;al., 2021</xref>).</p>
<p>While pediatric dosing may be affected by differences in pharmacokinetic as well as pharmacodynamic processes but also differences in disease etiology and progression, particular interest has often been directed towards pharmacokinetic differences. This is based on the notion that full and partial extrapolation approaches of efficacy from adults to children frequently rely on exposure-matching where dosing regimens of the drug in question in different pediatric populations are selected in such a way that they achieve drug exposures in the pediatric patients &#x201c;similar&#x201d; to those having shown to be efficacious and safe in adults (<xref ref-type="bibr" rid="B25">Mulugeta et&#x20;al., 2016</xref>). This approach of course relies on the assumption that the course of the disease and the response to the drug are sufficiently similar between adults and the considered pediatric population, a prerequisite that needs to be supported by adequate&#x20;data.</p>
</sec>
<sec id="s2">
<title>Key Mechanisms of Drug Disposition Processes for Therapeutic Proteins</title>
<p>The pharmacokinetic processes of distribution and elimination of therapeutic proteins are governed by combinations of physicochemical, physiologic and receptor-mediated processes and have been reviewed in detail elsewhere (<xref ref-type="bibr" rid="B34">Tang et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B24">Mould and Meibohm, 2016</xref>; <xref ref-type="bibr" rid="B30">Ryman and Meibohm, 2017</xref>; <xref ref-type="bibr" rid="B23">Meibohm, 2019</xref>). In brief, distribution is largely determined by molecule size and charge. Large therapeutic proteins such as mAbs with a molecular weight of 150&#xa0;kDa are largely confined to the vascular space with only limited distribution into the interstitial space of extravascular organs and tissues. Distribution for these molecules is largely driven by convective extravasation that is, determined by the number and size of pores between endothelial cells lining the blood and lymphatic vessels and pressure gradients between hydrostatic and colloid osmotic pressure in vascular, interstitial and lymphatic spaces and capillaries.</p>
<p>Elimination processes can broadly be distinguished into unspecific proteolytic degradation that can either be receptor-mediated or non-receptor-mediated (<xref ref-type="bibr" rid="B23">Meibohm, 2019</xref>). Non-receptor-mediated processes are usually initiated by pinocytosis, a fluid-phase endocytotic cellular uptake of the therapeutic protein molecule followed by intracellular lysosomal degradation to small peptides and amino acids. This degradation process is performed by phagocytic cells of the reticuloendothelial system as well as endothelial cells lining blood and lymph capillaries. Organs with major capillary beds such as muscle, skin and to lesser degree the intestine as well as organs with high number of phagocytic cells are thus major contributors to this nonspecific proteolytic degradation (<xref ref-type="bibr" rid="B7">Eigenmann et&#x20;al., 2017</xref>). In case of receptor-mediated proteolysis, the intracellular uptake may be mediated by membrane-standing promiscuous receptor systems, for example, the LDL-receptor, or sugar-recognizing receptors such as the mannose receptor. Usually, receptor-mediated uptake processes are substantially faster and more efficient than pinocytosis, and proteins using these pathways are more rapidly eliminated. In the specific case where the membrane receptor that facilitates the intracellular uptake is the pharmacologic target, one refers to target-mediated elimination. Due to the usually high binding affinity of the therapeutic protein for its pharmacologic target, the target-mediated elimination process is usually substantially faster than the elimination processes relying on pinocytosis or &#x201c;unspecific&#x201d; receptor-mediated endocytosis (<xref ref-type="bibr" rid="B34">Tang et&#x20;al., 2004</xref>). For mAbs and antibody-derivatives, interaction with immunoglobulin-specific receptors such as the neonatal Fc-receptor (FcRn) and Fc&#x3b3; receptors may also affect the clearance of these therapeutic proteins. Interaction with FcRn in the acidified lysosome after intracellular uptake may prevent IgG molecules and thus mAbs from proteolytic degradation, thereby leading to an increased residence time and thus decreased clearance of these molecules in the systemic circulation (<xref ref-type="bibr" rid="B30">Ryman and Meibohm, 2017</xref>). Interaction between mAbs and Fc&#x3b3;-receptors expressed on immune cells, while highly relevant for processing and removal of immune complexes, may constitute additional elimination pathways, although their overall contribution seems to be limited for the majority of mAbs (<xref ref-type="bibr" rid="B36">Thomas and Balthasar, 2019</xref>). For small therapeutic proteins below the glomerular filtration cutoff of approximately 60&#xa0;kDa, proteolytic degradation in proximal tubular cells after glomerular filtration in the kidneys may also contribute to their clearance (<xref ref-type="bibr" rid="B22">Meibohm and Zhou, 2012</xref>).</p>
</sec>
<sec id="s3">
<title>Differences in Therapeutic Protein Disposition Between Children and Adults and Related Knowledge Gaps</title>
<p>Pediatric extrapolation efforts to establish dosing regimens for therapeutic proteins are hampered by a lack of a comprehensive understanding of the differences in drug distribution and elimination mechanisms between children and adults, particularly young pediatric patients such as full term and premature neonates and infants, i.e.,&#x20;in the range younger than 1&#xa0;year of age. While many disposition processes based on physicochemical and physiologic processes are reasonably well understood, those related to receptor-mediated processes remain in many instances unclear or elusive. In more general terms, size-related differences between children and adults have relatively well been characterized, while knowledge on pediatric maturation-related differences remains spotty.</p>
<p>The distribution processes of most therapeutic proteins, as described in the previous section, are largely driven by conserved physicochemical processes together with physiologic differences between adults and different pediatric age groups and can thus usually be well predicted for pediatric populations. Therefore, allometric scaling approaches accounting for body size differences between children and adults usually characterize the distribution of therapeutic proteins well. Only for very young pediatric patients such as newborns and infants, further differences may need to be considered. These include the well-known higher total and extracellular tissue water content, larger capillary beds and thus capillary surface area per tissue volume, and higher perfusion rates (<xref ref-type="bibr" rid="B9">Friis-Hansen, 1983</xref>; <xref ref-type="bibr" rid="B18">Malik and Edginton, 2018</xref>). All these processes together would be expected to result in faster extravasation of therapeutic proteins, lower concentration differences between the vascular and the extravascular space, and overall larger extravascular distribution volumes per volume unit of tissue (<xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>). While an allometric exponent of 1 has widely been used to scale distribution volumes between children and adults based on body weight (<xref ref-type="bibr" rid="B21">Meibohm et&#x20;al., 2005</xref>), more recent analyses considering a diverse set of protein-based therapeutics suggest that an exponent of 0.8 might be more appropriate (<xref ref-type="bibr" rid="B19">Malik et&#x20;al., 2021</xref>).</p>
<p>Similar to distribution volumes, clearance values for non-receptor-mediated proteolytic degradation processes of therapeutic proteins in children can also relatively well be derived from adult values based on allometric scaling with allometric exponents of 0.75 or 0.85 accounting solely for body size-based differences between children and adults (<xref ref-type="bibr" rid="B19">Malik et&#x20;al., 2021</xref>). Only for children younger than 1&#xa0;year of age, maturation-related differences also have to be considered. For example, young infants, newborns and particularly low-birth weight infants have been reported to exhibit a 2&#x2013;3&#x20;times higher lysosomal protein turnover normalized for body weight (<xref ref-type="bibr" rid="B2">Beaufrere, 1994</xref>), which would be expected to affect unspecific proteolytic degradation and result in an increased protein clearance (<xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>).</p>
<p>For receptor-mediated elimination processes, however, the available knowledgebase on age- and maturation-related differences between children and adults is very scarce. For FcRn, for example, data have been limited to rodent studies. While messenger RNA (mRNA) expression of the &#x3b1;-chain of FcRn in rats suggested an age-associated increase (<xref ref-type="bibr" rid="B37">Tian et&#x20;al., 2014</xref>), more recent results on age-associated expression at the protein level in mice suggest no relevant differences in expression from newborn through juvenile animals to adults in skin and spleen tissues (<xref ref-type="bibr" rid="B15">Limothai, 2015</xref>), which may be interpreted as more definitive due to the often limited mRNA-to-functional protein correlation for many endogenous proteins including FcRn (<xref ref-type="bibr" rid="B14">Li and Balthasar, 2018</xref>; <xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>). There are currently no human data yet available on the ontogeny of FcRn, especially in very young pediatric patients. A more likely age-associated effect on FcRn recycling of mAbs and their derivatives are the well documented substantially lower reference values for endogenous IgG subclasses in infants compared to older children and adults (<xref ref-type="bibr" rid="B27">Plebani et&#x20;al., 1989</xref>) that would be expected to lead to less endogenous competition for FcRn and thus a more efficient recycling process with potentially reduced clearance for protein molecules interacting with FcRn (<xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>).</p>
<p>An example for a promiscuous membrane receptor facilitating the uptake of therapeutic proteins for subsequent lysosomal degradation is the asialoglycoprotein receptor (ASGPR) (<xref ref-type="bibr" rid="B32">Stockert, 1995</xref>). It is expressed on hepatocytes and facilitates the uptake of proteins that carry a glycan chain with a terminal galactose or galactose derivative. Examples are erythropoietin, reteplase, lanoteplase and clotting factor VIII (<xref ref-type="bibr" rid="B17">Lunghi et&#x20;al., 2021</xref>). ASGPR has also been implicated in the glycoform selective clearance of therapeutic proteins with complex N- or O-linked glycosylation structures (<xref ref-type="bibr" rid="B11">Jones et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B31">Stefanich et&#x20;al., 2008</xref>). More recently, ASGPR has also been utilized to facilitate hepatic targeting of N-acetylgalactosamine-conjugated RNA interference therapeutics (<xref ref-type="bibr" rid="B13">Li et&#x20;al., 2021</xref>). Data on ASGPR expression and activity in children is very limited. While ASGPR has been detected in human fetal liver (<xref ref-type="bibr" rid="B39">Yoshida et&#x20;al., 1999</xref>), age-related expression levels are limited to mice where activity increased postpartum and reached adult levels after 5&#xa0;days (<xref ref-type="bibr" rid="B4">Collins et&#x20;al., 1984</xref>). Additional knowledge has been inferred by physiologic pharmacokinetic modelling of pharmacokinetic data for known ASGPR substrates from different species (<xref ref-type="bibr" rid="B28">Poulin, 2011</xref>).</p>
<p>Similar to ASGPR, the mannose receptor is a highly effective endocytic receptor that is expressed on selected populations of macrophages and dendritic cells, and that recognizes glycoproteins with mannosylated glycan chains (<xref ref-type="bibr" rid="B20">Martinez-Pomares, 2012</xref>). High-mannose glycoforms of mAbs have increased clearance compared to mAbs with other glycans due to interaction with the mannose receptor (<xref ref-type="bibr" rid="B8">Falck et&#x20;al., 2021</xref>). The age-associated expression of the mannose receptor is largely unknown. In mice, the mannose receptor was first detected on macrophages on day 10 in the embryonic stage and persisted postnatally thereafter (<xref ref-type="bibr" rid="B33">Takahashi et&#x20;al., 1998</xref>). This may imply that mannose receptor activity has already reached adult levels at birth. The major role of FcRn, ASGPR, and the mannose receptor om the disposition of therapeutic proteins are summarized in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Examples of receptor systems affecting the pharmacokinetics of therapeutic proteins with unknown ontogeny.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Receptor system</th>
<th align="center">Tissues with high expression</th>
<th align="center">Recognized molecular structure</th>
<th align="center">Examples for affected therapeutic proteins</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Asialoglycoprotein receptor (ASGPR)</td>
<td align="left">Hepatocytes (sinusoidal surface)</td>
<td align="left">Glycan chains with terminal galactose or N-acetylgalactosamine residues</td>
<td align="left">Erythropoietin; FSH; clotting factors VII, VIII, IX; reteplase, lanoteplase</td>
</tr>
<tr>
<td align="left">Mannose receptor</td>
<td align="left">Macrophages, immature dendritic cells, and liver sinusoidal endothelial cells</td>
<td align="left">Glycan chains with high mannose content (M5-M9)</td>
<td align="left">High mannose forms for IgG monoclonal antibodies and their derivatives</td>
</tr>
<tr>
<td align="left">Neonatal Fc receptor (FcRn)</td>
<td align="left">Vascular endothelial cells and phagocytic cells as well as other cell types, particularly in liver, spleen, intestine, lungs and lymph nodes</td>
<td align="left">FcRn pH-dependent binding site on the constant domain of IgG molecule and albumin</td>
<td align="left">Monoclonal antibodies; antibody-derivatives and fusion proteins with intact FcRn-binding site on the Fc domain; albumin fusion proteins</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For target-mediated drug disposition processes, data are even more scarce than for those elimination processes related to less specific receptor systems such as ASGPR or the mannose receptor. One might expect that each target has its own specific ontogeny with age- and maturation-associated differences in target receptor abundance, turnover and internalization kinetics (<xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>). This becomes especially challenging when new therapeutic targets and/or novel indications are pursued. In addition, individual pediatric patients usually follow different temporal developmental trajectories that further complicate and individualize their dose requirements for a specific therapeutic protein (<xref ref-type="bibr" rid="B1">Barrett et&#x20;al., 2012</xref>).</p>
</sec>
<sec id="s4">
<title>Discussion and Perspectives</title>
<p>The selection of safe and efficacious dosing regimens for drug development and applied pharmacotherapy of therapeutic proteins in pediatric patients is severely hampered by substantial knowledge gaps on the ontogeny and age-associated expression and function of receptor systems that are involved in the molecular processes driving the pharmacokinetics of these compounds. This is particularly relevant for newborns and infants where differences in therapeutic protein pharmacokinetics cannot be fully explained by size differences between children and adults and where additional maturation processes need to be considered. This article briefly highlighted three receptor systems as examples, FcRn, ASGPR and the mannose receptor, but numerous others may be involved in the disposition process of specific therapeutic proteins as well. Priorities for filling these knowledge gaps should be initially directed towards those receptor systems that are more broadly relevant to the largest number of therapeutic proteins, for example, FcRn for all mAbs and mAb derivatives with intact FcRn binding&#x20;site.</p>
<p>Population pharmacokinetic modeling (PopPK) and physiological pharmacokinetic modeling (PBPK) have been widely used in support of pediatric extrapolation exercises based on exposure-matching approaches for traditional small molecule drugs (<xref ref-type="bibr" rid="B5">Conklin et&#x20;al., 2019</xref>). While PopPK is a data-driven, deductive modeling approach, PBPK can be viewed as an inductive approach based on the integrated prior knowledge of drug- and system-specific parameters and structures (<xref ref-type="bibr" rid="B1">Barrett et&#x20;al., 2012</xref>). A recent analysis of FDA approval data for the 20 monoclonal antibodies and Fc-fusion proteins approved at the time in both adult and pediatric indications revealed that while 19 of the 20 projects included PopPK based modeling and simulation in support of the selected pediatric dosing regimens, only one of them included a PBPK approach (<xref ref-type="bibr" rid="B16">Liu et&#x20;al., 2019</xref>). This lack of use of PBPK for therapeutic proteins in pediatric indications may partially be related to the highlighted knowledge gaps in understanding pediatric disposition of these molecules as PBPK rather than PopPK is largely dependent on an intrinsic understanding of the drug disposition mechanisms and pathways that underlie a therapeutic protein&#x2019;s pharmacokinetic behavior.</p>
<p>There have recently been elegant attempts to impute the lack of age-associated function of receptor systems such as FcRn through PBPK modeling frameworks using known PK data of endogenous and therapeutic proteins (<xref ref-type="bibr" rid="B10">Hardiansyah and Ng, 2018</xref>; <xref ref-type="bibr" rid="B26">Pan et&#x20;al., 2020</xref>). While these approaches are pragmatic in the current situation, they still cannot overcome the residual uncertainty associated with the arbitrary assignment of age-associated disposition behavior to one unmeasured model component. This underlines the need for basic molecular pharmacology investigations in the age groups of interest to fill our existing knowledge gaps with high quality data. The gained knowledge would likely not only benefit one specific development project or compound but would likely be more broadly applicable. These opportunities to add to the collective pediatric drug disposition knowledgebase will be crucial to advance the reliability and reduce the uncertainty of pediatric extrapolation efforts (<xref ref-type="bibr" rid="B12">Laer et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B35">Temrikar et&#x20;al., 2020</xref>). Only then will the currently existing uncertainties in extrapolation of therapeutic proteins to pediatric patients be overcome and a more widespread application of prospective modeling frameworks in this area be possible.</p>
</sec>
</body>
<back>
<sec id="s5">
<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.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>The author confirms being the sole contributor of this work and has approved it for publication.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of Interest</title>
<p>The author declares 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&#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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