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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.2023.1270200</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>How to know when little kidneys are in trouble: a review of current tools for diagnosing AKI in neonates</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Evans</surname><given-names>Rebecca E.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2395020/overview"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author"><name><surname>Peterson</surname><given-names>Jennifer</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2417093/overview" /><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Kim</surname><given-names>Jon Jin</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1589430/overview" /><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Mahaveer</surname><given-names>Ajit</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2357650/overview" /><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>St. Mary&#x0027;s Neonatal Unit, Manchester University NHS Foundation Trust</institution>, <addr-line>Manchester</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Faculty of Biology, Medicine and Health Sciences, The University of Manchester and Manchester University NHS Foundation Trust</institution>, <addr-line>Manchester</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Department of Paediatric Nephrology, Nottingham Universities Hospitals NHS Trust</institution>, <addr-line>Manchester</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Arianna Aceti, University of Bologna, Italy</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Aftab S. Chishti, University of Kentucky, United States Heidi J. Steflik, MUSC Health, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Rebecca E. Evans <email>rebeccaeevans@doctors.org.uk</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>21</day><month>11</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>11</volume><elocation-id>1270200</elocation-id>
<history>
<date date-type="received"><day>31</day><month>07</month><year>2023</year></date>
<date date-type="accepted"><day>19</day><month>10</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 Evans, Peterson, Kim and Mahaveer.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>Evans, Peterson, Kim and Mahaveer</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Due to a plethora of risk factors, including prematurity, neonates are at risk for acute kidney injury (AKI) and, once established, AKI is associated with poor outcomes. The most widely used AKI biomarker is creatinine, despite research demonstrating creatinine to be a suboptimal tool for diagnosing neonatal AKI. This article uses an amalgamated case study to illustrate the inadequacies of creatinine for detection of preterm AKI and to present a range of novel AKI biomarkers relevant to the neonatal population. Clinical evaluation of novel AKI biomarkers is needed to improve precision and rapidity of AKI management in neonates.</p>
</abstract>
<kwd-group>
<kwd>neonatal renal clearance</kwd>
<kwd>creatinine blood</kwd>
<kwd>acute kidney injury</kwd>
<kwd>neonatal acute kidney injury</kwd>
<kwd>renal biomarker</kwd>
<kwd>acute kidney injury biomarker</kwd>
</kwd-group>
<contract-num rid="cn001">&#x00A0;</contract-num>
<contract-sponsor id="cn001">University of Manchester, Faculty of Medicine, Biology and Health Sciences</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="42"/><page-count count="0"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Neonatology</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Acute kidney injury (AKI) is common in the neonatal population due to a number of important and common risk factors. Nephron development is not complete until 32&#x2013;36 weeks gestation (<xref ref-type="bibr" rid="B1">1</xref>), and research demonstrates overall reduced nephron numbers in preterm infants compared to term infants (<xref ref-type="bibr" rid="B2">2</xref>). This likely predisposes them to long-term damage from AKI. Growth restricted infants have also been found to have a higher risk of AKI compared to infants of a normal size for their gestation. A small study of low birthweight (LBW) infants found that 87&#x0025; of very LBW [VLBW, i.e., birth weight &#x003C;1,500&#x2005;grams(g)] infants are exposed to at least one nephrotoxic medication (<xref ref-type="bibr" rid="B3">3</xref>). They also found that the average VLBW infant is exposed to almost two weeks of nephrotoxins, including commonly used medications, e.g., aminoglycosides for sepsis screens and ibuprofen for patent ductus arteriosus (PDA) closure (<xref ref-type="bibr" rid="B3">3</xref>). Other common risk factors for AKI in newborn infants include perinatal asphyxia which is associated with AKI in 30&#x0025;&#x2013;56&#x0025; of cases (<xref ref-type="bibr" rid="B4">4</xref>), and congenital heart disease (<xref ref-type="bibr" rid="B5">5</xref>).</p>
</sec>
<sec id="s2"><title>Case illustration<xref ref-type="fn" rid="FN0001"><sup>1</sup></xref></title>
<p>You admit a 23&#x2009;&#x002B;&#x2009;5 week gestational age female infant (Infant A) to the neonatal intensive case unit (NICU), weighing 520&#x2005;g. The mother received a full course of steroids (two doses of dexamethasone intramuscularly 24&#x2005;hours apart) and magnesium sulphate antenatally. Infant A is intubated and ventilated at birth and receives two doses of Curosurf&#x2122; over the first 24&#x2005;hours. She is stable on conventional ventilation, her sepsis screen was negative and antibiotics were stopped at 36&#x2005;hours. She is normothermic in 90&#x0025; humidity. Due to her prematurity and fragile skin, she is at risk of excessive insensible losses. The medical team attempts to compensate for this with administration of increased fluid volumes (up to 180&#x2005;ml/kg/day), whilst trying to balance risks of oedema and hyponatraemia.</p>
<p>In the first 48&#x2005;hours, infant A had significantly elevated sodium and urea, whilst serum creatinine (SCr) remained within normal limits (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>) (<xref ref-type="sec" rid="s17">Supplementary Appendix C</xref>). She became hypotensive on day 4 of life requiring inotropic support until day 6.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Demonstrates the changes in creatinine and urine output plotted against days of life, to illustrate case points 1&#x2013;2.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-11-1270200-g001.tif"/>
</fig>
</sec>
<sec id="s3"><title>Grading AKI</title>
<p>Given the physiologically significant events over the first week, Infant A&#x0027;s medical team may anticipate risk of AKI. There are two paediatric AKI grading systems, both relying on SCr; The Kidney Disease: Improving Global Outcomes (KDIGO) and paediatric <underline>r</underline>isk of renal dysfunction, <underline>i</underline>njury to the kidney, <underline>f</underline>ailure of kidney function, <underline>l</underline>oss of kidney function and <underline>e</underline>nd-stage renal disease (pRIFLE). KDIGO criteria uses SCr and urine output (UO) to diagnose and grade AKI severity. Strategies using SCr and UO to diagnose AKI were initially introduced in adults, although KDIGO is now validated in paediatric populations (<xref ref-type="bibr" rid="B6">6</xref>) and a modified criteria is available for neonates (<xref ref-type="bibr" rid="B5">5</xref>). (<xref ref-type="sec" rid="s17">Supplementary Appendix A</xref>).</p>
<p>pRIFLE stratifies risk from AKI in paediatric populations using UO and SCr clearance (<xref ref-type="bibr" rid="B7">7</xref>). There is a modified neonatal version (nRIFLE) with altered UO limits but no defined SCr values (<xref ref-type="bibr" rid="B8">8</xref>) (<xref ref-type="sec" rid="s17">Supplementary Appendix B</xref>).</p>
<p>Both criterion rely on SCr to grade severity of kidney dysfunction which is not an accurate biomarker of AKI in neonates, and the nRIFLE solely relies on UO.</p>
</sec>
<sec id="s4"><title>Returning to case illustration</title>
<p>The first week of life is physiologically turbulent for Infant A. Her UO decreases from day 3, coinciding with hypotension requiring inotropes. Inadequate blood supply to the kidneys reduces the glomerular blood flow. The reduction in UO with hypotension would likely indicate an episode of injury to the kidneys. However, using current, standard, SCr-based criteria, the SCr levels for Infant A remain within acceptable parameters. Neither KDIGO, pRIFLE or nRIFLE would classify her as having had an AKI.</p>
</sec>
<sec id="s5"><title>Why worry about AKI?</title>
<p>Blood based renal markers are used to provide objective evidence of AKI, e.g., SCr increases with decreasing kidney function. Whereas earlier physiological signs of AKI, such as altered electrolytes and reduced UO, are subtle and easily missed. There are currently no other clinically validated markers of kidney function in neonates though some studies have used cystatin C (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). As we cannot aptly identify early AKI in neonates, we cannot implement management strategies early; this likely leads to more severe illness and co-morbidities (<xref ref-type="bibr" rid="B17">17</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Urinary and serum biomarkers of acute kidney injury with background information and advantages and disadvantages of their use in neonates.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Urinary biomarker</th>
<th valign="top" align="center">Site of expression</th>
<th valign="top" align="center">Background</th>
<th valign="top" align="center">Advantages</th>
<th valign="top" align="center">Disadvantages</th>
<th valign="top" align="center">Cost of test (&#x00A3;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Interleukin-18 (IL-18)</td>
<td valign="top" align="left">Released by proximal tubule.</td>
<td valign="top" align="left">Pro-inflammatory cytokine, released in response to tubular injury.</td>
<td valign="top" align="left">Significantly higher in non-septic critically ill infants with acute kidney injury (<xref ref-type="bibr" rid="B9">9</xref>). Normal value doesn&#x2019;t change with increasing renal maturity.</td>
<td valign="top" align="left">Can be deranged with sepsis.</td>
<td valign="top" align="center">&#x00A3;30</td>
</tr>
<tr>
<td valign="top" align="left">Kidney injury molecule-1 (KIM-1)</td>
<td valign="top" align="left">Shed from proximal tubule cells.</td>
<td valign="top" align="left">Type-1 transmembrane glycoprotein not normally detected in urine. Secreted into urine after ischaemic or toxic injury.</td>
<td valign="top" align="left">One large scale study has demonstrated significantly higher levels of urinary KIM-1 in asphyxiated newborns with acute kidney injury (<xref ref-type="bibr" rid="B10">10</xref>).</td>
<td valign="top" align="left">Studies are inconclusive, some have shown no statistical significance in levels associated with acute kidney injury.</td>
<td valign="top" align="center">&#x00A3;30</td>
</tr>
<tr>
<td valign="top" align="left">Neutrophil gelatinase associated lipocalin (NGAL)</td>
<td valign="top" align="left">Filtered by the glomerulus and rapidly reabsorbed by the proximal tubule.</td>
<td valign="top" align="left">Ubiquitous 25-kDA protein covalently bound to gelatinase from human neutrophils, member of lipocalin superfamily and also has immunological functions.</td>
<td valign="top" align="left">Could be early predictive marker of AKI after cardiopulmonary bypass (<xref ref-type="bibr" rid="B11">11</xref>).</td>
<td valign="top" align="left">Deranged in sepsis and inflammation.</td>
<td valign="top" align="center">&#x00A3;24</td>
</tr>
<tr>
<td valign="top" align="left">Cystatin C (CysC)</td>
<td valign="top" align="left">Freely filtered through the glomerular membrane and completely reabsorbed and degraded by the proximal tubule.</td>
<td valign="top" align="left">Low molecular weight protein in protease inhibitor class.</td>
<td valign="top" align="left">More sensitive than serum CysC and can predict acute kidney injury in neonates with low APGAR scores (<xref ref-type="bibr" rid="B12">12</xref>). Early sensitive method for detecting acute kidney injury.</td>
<td valign="top" align="left">Levels decrease over first few days of life and some studies have found levels only positively correlate with asphyxia and acute kidney injury on day of life1&#x2013;3.</td>
<td valign="top" align="center">&#x00A3;4</td>
</tr>
<tr>
<td valign="top" align="left" colspan="1">Serum Biomarker</td>
<td valign="top" align="left" colspan="1">Site of expression</td>
<td valign="top" align="left" colspan="1">Background</td>
<td valign="top" align="left" colspan="1">Advantages</td>
<td valign="top" align="left" colspan="1">Disadvantages</td>
<td valign="top" align="center" colspan="1">Cost of test (&#x00A3;)</td>
</tr>
<tr>
<td valign="top" align="left">NGAL</td>
<td valign="top" align="left">Filtered by the glomerulus and rapidly reabsorbed by the proximal tubule.</td>
<td valign="top" align="left">Ubiquitous 25-kDA protein covalently bound to gelatinase from human neutrophils, member of lipocalin superfamily and also has immunological functions.</td>
<td valign="top" align="left">Shown to be significantly higher in neonates with AKI at 2 and 4&#x2005;h life (<xref ref-type="bibr" rid="B13">13</xref>).</td>
<td valign="top" align="left">Also deranged in inflammation and sepsis.</td>
<td valign="top" align="center">&#x00A3;24</td>
</tr>
<tr>
<td valign="top" align="left">CysC</td>
<td valign="top" align="left">Freely filtered through the glomerular membrane and completely reabsorbed and degraded by the proximal tubule.</td>
<td valign="top" align="left">Low molecular weight protein in protease inhibitor class.</td>
<td valign="top" align="left">Shown to be significantly higher in severely asphyxiated neonates and can be predictive of acute kidney injury (<xref ref-type="bibr" rid="B14">14</xref>). Does not cross the placenta.</td>
<td valign="top" align="left">More studies required for cut-off values.</td>
<td valign="top" align="center">&#x00A3;4</td>
</tr>
<tr>
<td valign="top" align="left"><italic>&#x0392;</italic>eta-trace protein (BTP)</td>
<td valign="top" align="left">Freely filtered through the glomerulus.</td>
<td valign="top" align="left">23&#x2013;29&#x2005;kDa enzyme.</td>
<td valign="top" align="left">Concentration is independent of gestational age, more sensitive marker of acute kidney injury than creatinine (<xref ref-type="bibr" rid="B15">15</xref>).</td>
<td valign="top" align="left">Levels are different between genders. Can also be a marker of cardiovascular risk so may be deranged if myocardial damage secondary to perinatal asphyxia.</td>
<td valign="top" align="center">&#x00A3;42</td>
</tr>
<tr>
<td valign="top" align="left">&#x0392;-2-microglobulin (B2mG)</td>
<td valign="top" align="left">Freely filtered through glomerular membrane and catabolised in tubules.</td>
<td valign="top" align="left">Belongs to low molecular weight proteins.</td>
<td valign="top" align="left">Significantly associated with asphyxia and acute kidney injury (<xref ref-type="bibr" rid="B16">16</xref>).</td>
<td valign="top" align="left">Also deranged in respiratory distress syndrome. Low sensitivity.</td>
<td valign="top" align="center">&#x00A3;3.69</td>
</tr>
<tr>
<td valign="top" align="left">Symmetrical dimethyl arginine/Aymmetrical dimethyl arginine (SDMA/ADMA)</td>
<td valign="top" align="left">Filtered through glomerulus.</td>
<td valign="top" align="left">Metabolites of the amino acid L-arginine.</td>
<td valign="top" align="left">Not dependent on muscle mass or maternal renal function.</td>
<td valign="top" align="left">Data from adult and veterinary patients; not validated in infants.</td>
<td valign="top" align="center">&#x00A3;15</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Predicting onset of AKI and altering fluid management promptly could help reduce complications. Acute, significant changes in electrolytes and blood pressure contribute to a risk of intraventricular haemorrhage (IVH) in preterm infants (<xref ref-type="bibr" rid="B18">18</xref>). There are also studies that suggest large volumes of intravenous fluid can contribute to the ductus arteriosus remaining patent in the first few days of life (<xref ref-type="bibr" rid="B19">19</xref>). A haemodynamically significant PDA has the potential to increase the risk of AKI through systemic steal (<xref ref-type="bibr" rid="B20">20</xref>). The medical management of a PDA can further contribute to AKI through administration of nephrotoxic medications, such as ibuprofen (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Long term complications may occur after resolution of AKI. Studies show that repeated or severe AKI can result in chronic kidney disease (CKD) (<xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>In 2014, the Assessment of Worldwide Acute Kidney Injury Epidemiology in Neonates (AWAKEN) study evaluated the association between AKI and mortality in critically ill neonates with gestational ages of 22&#x2013;40 weeks. This demonstrated a 4-fold higher mortality risk and longer hospital stay for infants with AKI compared to those without (<xref ref-type="bibr" rid="B23">23</xref>). It also showed that preterm infants (22&#x2013;29 weeks gestation) were more likely to have repeated AKI after the first week of life (<xref ref-type="bibr" rid="B23">23</xref>).</p>
</sec>
<sec id="s6"><title>Case illustration continued</title>
<p>On day 14, Infant A has increasingly frequent bradycardic episodes associated with desaturation. She is started on intravenous cefotaxime and vancomycin, her C-Reactive Protein increases to 46&#x2005;mg/dl and blood cultures grow <italic>Staphylococcus Capitis</italic> and <italic>Hominis</italic>. She is treated for line sepsis and, due to a septic ileus, is nil by mouth and commenced on intravenous fluids and then total parenteral nutrition (TPN) via a newly inserted central line. After 48&#x2005;hours her UO drastically decreases, and she becomes virtually anuric (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>) (<xref ref-type="sec" rid="s17">Supplementary Appendix C</xref>). Her Vancomycin level rises to &#x003E;20&#x2005;micrograms/ml and Vancomycin is held. The SCr level rises modestly from 51&#x2005;&#x03BC;mol/L to 85&#x2005;&#x03BC;mol/L during this period (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>, Day 14&#x2013;16) (<xref ref-type="sec" rid="s17">Supplementary Appendix C</xref>), whilst Infant A becomes hypotensive with a mean arterial BP of 20&#x2005;mmHg and a rise in lactate to 4.0&#x2005;mmol/L. She receives a 10&#x2005;ml/kg fluid bolus and recommences inotropes.</p>
<p>Between day 16&#x2013;19 (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>) (<xref ref-type="sec" rid="s17">Supplementary Appendix C</xref>), there is a delayed SCr rise, secondary to this sepsis-induced AKI. Infant A&#x0027;s SCr peaks on day 19, 72&#x2005;hours after she has improved clinically and her UO has normalised.</p>
</sec>
<sec id="s7"><title>Why is SCr not peaking sooner?</title>
<p>SCr is an easy and practical method of measuring the glomerular filtration rate (GFR) in adult populations. However, there are many limitations to its use in the neonatal cohort. In the first 72&#x2005;hours of life, SCr in the newborn reflects maternal levels. In a neonate with normal renal function, the SCr will decrease until reaching a baseline which can take 1&#x2013;2 weeks in a full-term baby, and up to 6 weeks in preterms (<xref ref-type="bibr" rid="B24">24</xref>). Furthermore, SCr levels are based on muscle mass, which is low in infants (<xref ref-type="bibr" rid="B12">12</xref>). This renders the cut-off levels used in adult populations difficult to extrapolate to infants, and inaccurate when used in neonatal populations.</p>
</sec>
<sec id="s8"><title>The problem with urine output</title>
<p>Declining UO can be a late sign of AKI and is difficult to monitor. UO is usually measured in neonates by weighing nappies to measure the volume of urine. However, often nappies also contain stool, and can leak, rendering this measurement inaccurate. Furthermore, neonates have higher total body water content and immature tubular development and therefore have a greater baseline UO compared to children and adults. A study that reviewed the UO cut-offs used for the pRIFLE criteria showed these to be too low and therefore diagnosing AKI too late in the neonatal population. They recommended that a UO threshold of &#x003C;1.5&#x2005;ml/kg/h be used to improve capacity to detect AKI (<xref ref-type="bibr" rid="B25">25</xref>).</p>
</sec>
<sec id="s9"><title>Case illustration continued</title>
<p>At one month, Infant A continues to have a significant oxygen requirement. Echocardiogram shows a haemodynamically significant PDA. The baby&#x0027;s renal function appears to have returned to baseline and she has a normal UO so it is felt to be safe to treat with ibuprofen. Whilst she is receiving ibuprofen there is a subtle increase in SCr and a drop in UO, but neither reach the threshold to diagnose AKI. Therefore it is assumed it is safe to continue ibuprofen.</p>
</sec>
<sec id="s10"><title>Nephrotoxic medications</title>
<p>Ibuprofen is known to be nephrotoxic and clinical studies have demonstrated that ibuprofen causes AKI when used for PDA closure. One study shows that the declining use of prophylactic non-steroidal anti-inflammatory drugs has been associated with reduced rates of AKI in preterms (<xref ref-type="bibr" rid="B26">26</xref>). There are subtle changes in SCr and UO in Case Illustration 3 which likely indicate an undiagnosed AKI. However, these changes are not enough to stop ibuprofen and its continuation has potential to cause more damage. If not detected and managed acutely (for example, by withholding nephrotoxic medications and altering fluid intake), the consequence could be CKD in later life. This has been demonstrated by several studies reviewing long term impacts of AKI in infants and children. One prospective cohort study published in 2022 found that one third of children who had been diagnosed with KDIGO stage 1 to 2 AKI as a neonate had at least one sign of long-term kidney dysfunction. These included: hypertension, proteinuria and hyperfiltration (<xref ref-type="bibr" rid="B27">27</xref>). With these proven adverse consequences to AKI in early life, it becomes even more important to detect and treat AKI before it causes further damage.</p>
</sec>
<sec id="s11"><title>Alternative biomarkers of AKI</title>
<p>Given the diagnostic quandary neonatal clinicians face there have been many studies in recent years looking into alternative biomarkers that could be used to diagnose AKI at onset or predict AKI.</p>
</sec>
<sec id="s12"><title>Novel biomarkers</title>
<p>Many researched novel biomarkers are urine based with research conducted in term asphyxiated infants or older infants undergoing cardiac surgery. Obtaining urine samples is problematic in neonatal patients and there are few reliable methods for collection. Cotton wool ball collection is challenging as neonates will frequently have passed stool in the nappy with the urine. In-out catheterisation should be avoided where possible due to the risk of infection. Urine collection with a bag is complicated by the risk of skin irritation or damage to newly delivered/premature infants. Therefore, urinary biomarkers have limited utility in neonates.</p>
<p>Of the urinary biomarkers that have been studied, the most promising seem to be interleukin-18 (IL-18), kidney injury molecule-1 (KIM-1), beta2-microglobulin (B2mG), neutrophil gelatinase associated lipocalin (NGAL), and cystatin C (CysC).</p>
<p>IL-18 is an interleukin-1 family pro-inflammatory cytokine produced by macrophages and monocytes. It is an inflammatory mediator and levels are increased in endogenous inflammatory processes such as sepsis. IL-18 production is also upregulated in response to ischaemia in different organs (<xref ref-type="bibr" rid="B28">28</xref>). Therefore, IL-18 is not reliable as a biomarker of AKI in neonates given how its levels can be influenced by many inflammatory processes.</p>
<p>KIM-1 is a type 1 transmembrane glycoprotein which acts as an early biomarker for renal tubular injury and has low levels of expression in healthy renal tissue. KIM-1 is rarely expressed in other organs so it can be specific for renal damage and studies have found urinary levels to rise significantly within one hour following tubular injury. Animal studies have shown levels to increase significantly with ischaemic renal damage, and drug-induced AKI (<xref ref-type="bibr" rid="B29">29</xref>). However, studies have demonstrated that co-morbidities such as hypertension and cerebral ischaemia, as well as inflammatory processes, may alter concentrations of KIM-1 (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>B2mG is a single-chain low molecular weight peptide which exists as part of the light chain portion of Major Histocompatibility Complex Class I molecules on cell membranes. B2mG is mainly produced through cell membrane turnover, then filtered through the glomeruli, and reabsorbed and catabolised by cells in the renal proximal tubule, leaving very small amounts of B2mG excreted in the urine. Therefore, raised urinary B2mG suggests tubular dysfunction. A small study in term neonates found urinary B2mG levels to be significantly raised in infants with AKI and asphyxia (<xref ref-type="bibr" rid="B30">30</xref>). However there are limited studies of B2mG in neonates with little data on how its levels may differ depending on weight, gestational age and co-existing inflammatory processes.</p>
<p>NGAL and CysC are the most commonly studied biomarkers of AKI and seem to be the most promising but even these have drawbacks.</p>
<p>NGAL, a protein expressed in many cells including neutrophils, epithelial cells, and excretory systems including the kidneys, is a member of the lipocalin superfamily. It is rapidly eliminated from circulation with a half-life of 10&#x2013;20&#x2005;min (<xref ref-type="bibr" rid="B31">31</xref>). It is reabsorbed by the proximal renal tubules, and in AKI, released by injured distal tubules with levels rising within hours of renal insult (<xref ref-type="bibr" rid="B28">28</xref>). NGAL has been shown to be associated with renal regeneration and repair following asphyxia in mice (<xref ref-type="bibr" rid="B31">31</xref>). Levels have been found to increase within 3&#x2005;hours of renal insult and peak at around 6&#x2013;12&#x2005;hours (<xref ref-type="bibr" rid="B32">32</xref>). Neonatal studies have shown NGAL to be a sensitive marker of AKI and increasing urinary levels reflect tubular and epithelial injury. However, these same studies have also found NGAL to increase with sepsis, and elevated serum CRP correlates with increased serum and urinary NGAL. There is also a negative correlation between birth weight, gestational age and urinary NGAL, meaning NGAL levels are higher in preterm, LBW infants. This needs further research to find appropriate cut off values based on gestational age and birth weight (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>CysC is a proteinase inhibitor involved in intracellular catabolism of proteins and peptides. It is freely filtered by the glomeruli and broken down by the proximal tubules. CysC cannot cross the placenta and therefore solely represents neonatal levels. Serum CysC should increase and be predictive of AKI earlier than urinary in the course of tubular injury (<xref ref-type="bibr" rid="B34">34</xref>). Because of this, urine CysC is less useful than serum, and would not be helpful in predicting onset of AKI. This was demonstrated in a meta-analysis comparing serum and urine CysC levels in children with AKI by Nakhjavan-Shahraki et al. This found that whilst serum CysC was significantly higher in AKI patients compared to non-AKI, urine CysC took longer to rise secondary to AKI and was not significantly associated with AKI. This may be because, for urine CysC levels to increase there must be tubular injury, but in many patients with stage 1 AKI tubular injury has not yet occurred (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>With these weaknesses, and the difficulty of obtaining a urine sample, clinicians are likely to find serum biomarkers preferable (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<p>&#x00A0;Unfortunately most of these novel serum biomarkers also have drawbacks and studies of their diagnostic utility are limited in preterm and LBW neonates. Of the serum biomarkers of AKI available, the most researched ones include: NGAL, CysC, Beta-Trace Protein (BTP), B2mG and SDMA/ADMA.</p>
<p>Pejovic B et al. demonstrated that serum NGAL positively correlates with periods of asphyxia in newborn infants, and can predict onset of AKI from 2&#x2005;hours of age (<xref ref-type="bibr" rid="B13">13</xref>). However, as with urinary NGAL, serum NGAL is not specific to renal damage and its concentration is increased with systemic infections (<xref ref-type="bibr" rid="B36">36</xref>), a common affliction in neonates. This renders NGAL an unreliable marker of AKI in the neonatal population.</p>
<p>Elmas et al. determined that serum CysC is highly specific for diagnosing AKI in neonates on day 3 of life with a cut off value of 1.62&#x2005;mg/L, however, with a low sensitivity (16&#x0025;) (<xref ref-type="bibr" rid="B37">37</xref>). A meta-analysis by Yang H et al., demonstrated that serum CysC rises earlier than SCr during the early stages of AKI, but concluded larger, wider scale studies are required in the neonatal population to confirm the utility of CysC, and to determine cut off values (<xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>BTP, also known as prostaglandin D2 synthase, is an endogenous marker of GFR. It is a low molecular weight protein which is freely filtered through the glomerulus and mostly renally excreted. The half life is 1.2&#x2005;hours, much shorter than that of SCr (3.8&#x2005;hours), and it has been postulated it would make a more sensitive marker of AKI. Indeed, in a study of 75 children aged between 2 and 19 years, BTP was significantly more sensitive at diagnosing AKI than SCr, but not more sensitive than CysC (<xref ref-type="bibr" rid="B39">39</xref>). Further studies have demonstrated that triglycerides and corticosteroids may independently affect levels of serum BTP (<xref ref-type="bibr" rid="B40">40</xref>), and this could cause difficulties interpreting levels in neonates receiving TPN/steroids.</p>
<p>Serum B2mG has also been postulated to be a good predictor of GFR. However, its serum concentration can be influenced by acute-phase reactants and therefore it is difficult to interpret in the context of sepsis or other inflammatory disorders (<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>Lastly, Symmetrical Dimethyl Arginine (SDMA) and Asymmetrical Dimethyl Arginine (ADMA) are metabolites of arginine. Arginine is metabolised within the mitochondria and SDMA/ADMA are released into the cytoplasm and transported into the circulation. More than 90&#x0025; of SDMA is renally excreted after being filtered by the glomerulus, and therefore serum levels correlate well with GFR. Levels of SDMA are not influenced by extrarenal factors such as body mass, or inflammation, and studies have shown that serum SDMA increases with renal impairment and progressive nephron loss in humans and in animals with CKD (<xref ref-type="bibr" rid="B41">41</xref>). Studies have shown SDMA levels in humans to be strongly correlated with GFR and to be more significantly associated with AKI than SCr (<xref ref-type="bibr" rid="B42">42</xref>).</p>
</sec>
<sec id="s13" sec-type="discussion"><title>Discussions</title>
<p>AKI is a common medical problem encountered in NICU, associated with significant mortality. Current methods used for diagnosing AKI are not useful for identifying renal injury in neonates at the time of onset. Better diagnostic tools are required in order to predict onset of AKI and therefore alter management earlier to prevent complications and mortality.</p>
<p>There are novel biomarkers, both urinary and serum, but none are yet fully validated in a neonatal cohort and each one has its own disadvantages. Current studies have demonstrated that serum CysC may be the most accurate biomarker of AKI in neonates but more research is needed for trends and cut off values.</p>
<p>SDMA looks to be a very promising biomarker of AKI that is not influenced by inflammation or muscle mass and strongly correlates with estimated GFR. Its utility at diagnosing AKI in neonates needs to be evaluated in clinical studies, as, to date, it has mainly been studied in adults and animals.</p>
<p>More studies are needed in this area so that we can better diagnose and manage AKI and aim to improve outcomes for neonatal patients.</p>
</sec>
</body>
<back>
<sec id="s14" sec-type="author-contributions"><title>Author contributions</title>
<p>RE: Data Curation, Writing &#x2013; original draft. JP: Data Curation, Conceptualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JK: Supervision, Writing &#x2013; review &#x0026; editing. AM: Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s15" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article.</p>
<p>Funding has been received from the University of Manchester, Faculty of Medicine, Biology and Health Sciences for publication.</p>
</sec>
<sec id="s16" sec-type="COI-statement"><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 id="s18" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s17" sec-type="supplementary-material"><title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fped.2023.1270200/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2023.1270200/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="pdf" xlink:href="Datasheet1.pdf"/>
</supplementary-material>
</sec>
<fn-group>
<fn id="FN0001"><p><sup>1</sup>The case illustrations in this article have been derived from a combination of clinical neonatal cases. This has been done to preserve patient anonymity, whilst illustrating the difficulties that detection and management of neonatal AKI poses for clinicians.</p></fn>
</fn-group>
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