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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.2025.1490321</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Role of the very low frequencies of the renal oxygen saturation signal in acute kidney injury in newborns with perinatal asphyxia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Botero-Rosas</surname><given-names>Daniel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Agudelo-P&#x00E9;rez</surname><given-names>Sergio</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2833015/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Troncoso</surname><given-names>Gloria</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>G&#x00F3;mez</surname><given-names>Maria C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Tuta-Quintero</surname><given-names>Eduardo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>School of Medicine, Universidad de La Sabana</institution>, <addr-line>Ch&#x00ED;a</addr-line>, <country>Colombia</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Neonatal Intensive Care Unit, Fundaci&#x00F3;n Cardio Infantil&#x2014;Instituto de Cardiolog&#x00ED;a</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Panagiota Anyfanti, Aristotle University of Thessaloniki, Greece</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Praghalathan Kanthakumar, University of Missouri, United States</p>
<p>Katrina Suzanne Evers, University Children&#x2019;s Hospital Zurich, Switzerland</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Sergio Agudelo-P&#x00E9;rez <email>sergio.agudelo1@unisabana.edu.co</email></corresp>
<fn fn-type="other" id="fn001"><label><sup>&#x2020;</sup></label><p>ORCID Sergio Agudelo-P&#x00E9;rez <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0001-9154-4529">orcid.org/0000-0001-9154-4529</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub"><day>20</day><month>01</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>13</volume><elocation-id>1490321</elocation-id>
<history>
<date date-type="received"><day>03</day><month>09</month><year>2024</year></date>
<date date-type="accepted"><day>03</day><month>01</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Botero-Rosas, Agudelo-P&#x00E9;rez, Troncoso, G&#x00F3;mez and Tuta-Quintero.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Botero-Rosas, Agudelo-P&#x00E9;rez, Troncoso, G&#x00F3;mez and Tuta-Quintero</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><sec><title>Objective</title>
<p>Renal autoregulation, hemodynamic response, and endothelial dysfunction play significant roles in acute kidney injury (AKI) during perinatal asphyxia. A third mechanism of autoregulation, involving very low-frequency oscillations, has been described. This study aimed to evaluate the relationship between the power of the very low-frequency component of the Fast Fourier Transform (FFT) and AKI during therapeutic hypothermia (TH) treatment in neonates with perinatal asphyxia.</p>
</sec><sec><title>Study design</title>
<p>A retrospective longitudinal study was conducted on neonates with moderate and severe perinatal asphyxia. AKI was defined as a decrease of less than 33&#x0025; in the serum creatinine level by day 3. The power of the very low-frequency component in the FFT was assessed by analyzing renal oxygen saturation using near-infrared spectroscopy (NIRS), focusing on a frequency band of approximately 0.01&#x2005;Hz. Bivariate analyses were performed to explore the association between the power of the very-low-frequency component and AKI. The predictive ability of this component for AKI was evaluated using a receiver operating characteristic (ROC) curve. Additionally, a generalized estimating equation (GEE) was developed to investigate whether changes in the power of the very-low-frequency component during treatment differed according to the presence of AKI.</p>
</sec><sec><title>Results</title>
<p>A total of 91 patients were included in the study, of whom 15 (16.5&#x0025;) developed AKI. Neonates with AKI exhibited a significantly lower power of the very low-frequency component on the second day of treatment (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.001). This component demonstrated good predictive ability for AKI (ROC curve 0.77, 95&#x0025; CI 0.63&#x2013;0.90).</p>
</sec><sec><title>Conclusion</title>
<p>Among neonates with perinatal asphyxia who developed AKI, a lower power of the very-low-frequency component in FFT (approximately 0.01&#x2005;Hz) was observed on the second day of therapeutic hypothermia. This finding suggests that alterations in very-low-frequency oscillations may reflect endothelial dysfunction and contribute to the development of AKI, warranting further investigation in larger cohorts.</p>
</sec>
</abstract>
<kwd-group>
<kwd>renal autoregulation</kwd>
<kwd>very low-frequency oscillations</kwd>
<kwd>acute kidney injury</kwd>
<kwd>neonatal asphyxia</kwd>
<kwd>infant</kwd>
<kwd>newborn</kwd>
</kwd-group><contract-num rid="cn001">MED-345-2023</contract-num><contract-sponsor id="cn001">Universidad de La Sabana</contract-sponsor><contract-sponsor id="cn002">Fundaci&#x00F3;n Cardio infantil&#x2014;Instituto de Cardiolog&#x00ED;a</contract-sponsor><counts>
<fig-count count="3"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="31"/><page-count count="8"/><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>Perinatal asphyxia (PA) results from impaired blood flow and gas exchange due to an acute event occurring near birth (<xref ref-type="bibr" rid="B1">1</xref>). With an overall incidence of 4.4 per 1,000 live births, it is the second leading cause of death in the immediate neonatal period (<xref ref-type="bibr" rid="B2">2</xref>). Furthermore, it is the primary cause of both short- and long-term neurological consequences in full-term neonates (<xref ref-type="bibr" rid="B3">3</xref>). In addition, other organs are frequently affected by asphyxia, which increases the risk of mortality, with the kidneys being one of the most affected organs (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Acute kidney injury (AKI) occurs in 50&#x0025;&#x2013;72&#x0025; of neonates with perinatal asphyxia (<xref ref-type="bibr" rid="B4">4</xref>). Additionally, the risk of long-term renal function complications increases in surviving neonates (<xref ref-type="bibr" rid="B6">6</xref>). Although treatment with therapeutic hypothermia reduces the incidence of AKI, it remains a strong predictive factor in neonates with asphyxia (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Hemodynamic responses secondary to asphyxia include the redistribution of blood flow to vital organs and decreased systemic and renal blood flow (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Severe and prolonged renal hypoperfusion resulting from asphyxia can lead to acute renal injury, acute tubular necrosis, and endothelial cell dysfunction (<xref ref-type="bibr" rid="B10">10</xref>). Previous studies using renal Doppler have reported a direct relationship between increased renal artery resistance and decreased renal blood flow (RBF) with the development of AKI in children with perinatal asphyxia (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Similarly, it has been shown that renal autoregulatory mechanisms are altered during asphyxia, leading to renal hemodynamic changes associated with AKI (<xref ref-type="bibr" rid="B12">12</xref>). Autoregulation of RBF is controlled by both extrinsic and intrinsic mechanisms. Intrinsic mechanisms are mediated by two classical components: myogenic regulation and tubuloglomerular feedback (TGF) (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Furthermore, animal studies and mathematical modeling have proposed a third intrinsic endothelial mechanism of slow regulation that oscillates at very low frequencies (approximately 0.01&#x2005;Hz) and interacts with the other two to regulate RBF (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Recent evidence suggests that even lower-frequency oscillations (&#x223C;0.01&#x2005;Hz), mediated by endothelial mechanisms, may play a critical role in regulating vascular tone and ensuring consistent perfusion (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). These lower-frequency oscillations are sensitive to pathophysiological changes such as congestive heart failure and endothelial dysfunction, suggesting their potential as early markers of vascular abnormalities (<xref ref-type="bibr" rid="B18">18</xref>). Analysis of these oscillations using advanced techniques, such as wavelet transforms and laser Doppler flowmetry (LDF), has revealed distinct patterns that differentiate endothelial contributions from other hemodynamic components (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Specifically, the amplitude of these oscillations increases in response to endothelium-dependent stimuli, such as acetylcholine administration, confirming their origin in endothelial activity mediated by nitric oxide (NO) (<xref ref-type="bibr" rid="B19">19</xref>). In pathological conditions such as heart failure, the reduction of these oscillations and their partial restoration with &#x03B2;1-blockers highlight their sensitivity to endothelial function and their potential as non-invasive biomarkers (<xref ref-type="bibr" rid="B18">18</xref>). These findings suggest that very low-frequency oscillations could represent an additional layer of vascular autoregulation with significant clinical implications (<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>The development of AKI has traditionally been described in four phases. Initially, a decrease in RBF leads to tubular epithelial necrosis (initiation phase). Endothelial dysfunction and injury were observed during the subsequent extension phase. Depending on the severity and extent of the injury, the maintenance and recovery phases follow (<xref ref-type="bibr" rid="B17">17</xref>). Endothelial injury and dysfunction described in the extension phase may be associated with the involvement of a third autoregulatory mechanism, and could contribute to AKI in neonates with perinatal asphyxia. Moreover, changes in the energy at very low frequencies (&#x223C;0.01&#x2005;Hz) may reflect dynamic alterations in the power of the third autoregulatory mechanism related to the endothelium (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). This phenomenon may be linked to the pathophysiology of AKI.</p>
<p>Therefore, we hypothesized that a decrease in the power of the very-low-frequency component of the NIRS signal is associated with the development of AKI in neonates with asphyxia treated with therapeutic hypothermia. This study aimed to determine the relationship between very-low-frequency oscillations in NIRS signals and the development of AKI during therapeutic hypothermia in neonates with perinatal asphyxia. Recognizing changes in the power of the very low-frequency component of the NIRS signal could help elucidate the role of the third intrinsic mechanism in the pathophysiology of neonatal AKI.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Methods</title>
<p>The data for the analysis presented in this study were obtained from an original study conducted to evaluate the relationship between renal oxygen saturation (rSrO2), measured using near-infrared spectroscopy (NIRS), and AKI in neonates with perinatal asphyxia. The study protocol was outlined as follows:</p>
<p>A retrospective longitudinal study was conducted in neonates with perinatal asphyxia and indications for therapeutic hypothermia (TH) admitted to the neonatal intensive care unit (ICU) at Fundaci&#x00F3;n Cardioinfantil, Instituto de Cardiolog&#x00ED;a, between November 2021 and November 2022. The study protocol was approved by the institution&#x0027;s ethics and research committee and registered under number CEIC-0602-2022. Because this was a retrospective study, informed consent was not obtained from the participants. In accordance with national regulations and ethics committee guidelines, data collection and analysis were conducted to ensure confidentiality and protection of patient information.</p>
<p>Full-term and near-term neonates (Ballard &#x2265;36 weeks) with postnatal age &#x2264;12&#x2005;h, moderate and severe perinatal asphyxia, and indications for therapeutic hypothermia according to the criteria of the Colombian Association of Neonatology (ASCON, as per its acronym in Spanish) were included (<xref ref-type="bibr" rid="B20">20</xref>). The diagnosis of severe perinatal asphyxia was confirmed by the presence of at least three of the following criteria: an Apgar score &#x003C;5 at 5&#x2005;min, umbilical cord blood gases or peripheral blood collection within the first hour of life with pH &#x003C;7.0, base deficit &#x2264;&#x2212;16&#x2005;mmol/L, lactate &#x2265;12&#x2005;mmol/L, and moderate or severe encephalopathy according to Sarnat stages II or III. Moderate asphyxia was confirmed by at least two of the following criteria: mild or moderate encephalopathy according to Sarnat stages I or II, an Apgar score &#x2264;7 at 5&#x2005;min, and umbilical cord blood gasometry or peripheral blood draw in the first hour of life with a pH &#x2264;7.15. Newborns with major congenital or genetic anomalies incompatible with life, severe intrauterine growth retardation with a birth weight &#x003C;1800g, or congenital renal or urinary anomalies were excluded from the study.</p>
<p>The hypothermia protocol was performed according to recommended guidelines (<xref ref-type="bibr" rid="B21">21</xref>). The main outcome of this study was the presence of AKI 72&#x2005;h after the initiation of TH. AKI was defined based on recommendations for patients with perinatal asphyxia who were treated with TH (<xref ref-type="bibr" rid="B22">22</xref>). AKI was defined as a decrease in serum creatinine level of &#x003C;33&#x0025; between admission to the unit and the third day (72&#x2005;h). Clinical data were obtained from patients&#x2019; electronic health records for characterization and analysis.</p>
<sec id="s2a"><title>NIRS signal acquisition and processing</title>
<p>The data were processed and analyzed using the following steps:
<list list-type="simple">
<list-item><label>&#x2022;</label>
<p>Data Acquisition: rSrO2 monitoring was performed using the NIRS-INVOSTM neonatal system with an oximetry sensor placed below the costal margin and above the iliac crest, with the sensor tip lateral to the spine, and the reading end of the sensor wrapped around the body. The device recorded rSrO2 every 30&#x2005;s.</p></list-item>
<list-item><label>&#x2022;</label>
<p>Data Storage: The data were stored on the device and exported to an Excel database using the INVOS software, Shortcut to Invos Analytics Tool&#x00AE;. Missing data from the renal rSrO2 time series (TS) were identified and estimated using linear interpolation. The matrices were then homogenized in duration with the last value of the time series, ensuring the analysis of TSs with an equal amount of data for all neonates. The rSrO2 TSs were subsequently loaded into MATLAB R2023b for further analyses.</p></list-item>
<list-item><label>&#x2022;</label>
<p>Extraction of Parameters and Analysis in the Frequency Domain: Initially, the linear trend of the rSrO2 time series for neonates, with and without AKI, during 24&#x2005;h periods, was removed from all signals. Subsequently, the power spectral density (PSD) of the rSrO2 time series was calculated in the frequency band related to endothelial activity (very low-frequency band: 0.007&#x2013;0.02&#x2005;Hz) using the Welch periodogram method. The following specifications were considered in this calculation:
<list list-type="simple">
<list-item><label>&#x25CB;</label>
<p>Window length: 500 samples</p></list-item>
<list-item><label>&#x25CB;</label>
<p>Overlap: 300 samples or 60&#x0025;</p></list-item>
<list-item><label>&#x25CB;</label>
<p>FFT length: 500 points, as defined by the Welch periodogram method</p></list-item>
<list-item><label>&#x25CB;</label>
<p>Sampling frequency: 0.033&#x2005;Hz, which corresponds to the sampling frequency of the NIRS device for rSrO2.</p></list-item>
</list></p></list-item>
<list-item><label>&#x2022;</label>
<p>The energy in the Very Low Frequency (VLF) band was then obtained through trapezoidal integration of the Power Spectral Density (PSD) function.</p></list-item>
</list></p>
</sec>
<sec id="s2b"><title>Statistical analysis</title>
<p>Qualitative variables were described using absolute and relative frequencies. Quantitative variables were described using measures of central tendency and dispersion depending on their distribution. The distribution assumption was evaluated using the Shapiro-Wilk test.</p>
<p>The independent variable was the power of the VLF component, and the dependent variable was the presence of AKI 72&#x2005;h after TH treatment. The association between the power of the VLF and AKI was assessed daily using the Mann-Whitney U test. To assess the predictive capacity of VLF power for the presence of AKI on the third day, receiver operating characteristic (ROC) curves were constructed for each day, analyzing the area under the curve (AUC).</p>
<p>To explore whether the change in VLF power over time during therapeutic hypothermia differed between patients with and without AKI, a generalized estimating equation (GEE) was used. Statistical significance was considered for <italic>p</italic>-values&#x2009;&#x2264;&#x2009;0.05 for all analyses. Analyses were performed using MATLAB and IBM SPSS 21.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<p>A total of <italic>n</italic>&#x2009;&#x003D;&#x2009;91 patients were included (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>). Of these, 15 (16.5&#x0025;) developed AKI. Differences were found between groups according to the presence of AKI in Apgar score at 1&#x2005;min (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.02) and 5&#x2005;min (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.03), use of inotropes (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.05), pH value (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.04), HCO3 (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.03), and base excess (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.05) in cord blood gases (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Flow diagram of study. Note: NIRS, near-infrared spectroscopy.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1490321-g001.tif"/>
</fig>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Clinical characteristics of patients.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="4">Acute kidney injury</th>
<th valign="top" align="center" rowspan="2"><italic>P</italic>-value</th>
</tr>
<tr>
<th valign="top" align="center" colspan="2">No (<italic>n</italic>&#x2009;&#x003D;&#x2009;76)</th>
<th valign="top" align="center" colspan="2">Yes (<italic>n</italic>&#x2009;&#x003D;&#x2009;15)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="6">Sex, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">(79.5)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">(20.5)</td>
<td valign="top" align="center">0.37</td>
</tr>
<tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">(86.5)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">(13.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Gestational age&#x2014;Ballard, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;37 Weeks</td>
<td valign="top" align="center">66</td>
<td valign="top" align="center">(82.5)</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">(17.5)</td>
<td valign="top" align="center">0.68<xref ref-type="table-fn" rid="table-fn2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;37 Weeks</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">(90.9)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">(9.1)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Birth weight&#x2014;Grams, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;2,500</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">(82.9)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">(17.1)</td>
<td valign="top" align="center">1.0<xref ref-type="table-fn" rid="table-fn2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;2,500</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">(86.7)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">(13.3)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Birth, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Vaginal</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">(85.1)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">(14.9)</td>
<td valign="top" align="center">0.67</td>
</tr>
<tr>
<td valign="top" align="left">Cesarean section</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">(81.8)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">(18.2)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Resuscitation at birth, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">(87.5)</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">(12.5)</td>
<td valign="top" align="center">0.32</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">39</td>
<td valign="top" align="center">(79.6)</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">(20.4)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">APGAR score at first minute, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;5</td>
<td valign="top" align="center">39</td>
<td valign="top" align="center">(92.9)</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">(7.1)</td>
<td valign="top" align="center">0.02</td>
</tr>
<tr>
<td valign="top" align="left">&#x2264;5</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">(75.5)</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">(24.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">APGAR score at fifth minute, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;5</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">(86.6)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">(13.4)</td>
<td valign="top" align="center">0.03<xref ref-type="table-fn" rid="table-fn2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x2264;5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">(55.6)</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">(44.4)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Asphyxia, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">(87.9)</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">(12.1)</td>
<td valign="top" align="center">0.39</td>
</tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">(81.0)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">(19.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Encephalopathy&#x2014;sarnat, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="center">67</td>
<td valign="top" align="center">(85.9)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">(14.1)</td>
<td valign="top" align="center">0.21<xref ref-type="table-fn" rid="table-fn2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">(69.2)</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">(30.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Use of inotropic agents, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">(92.3)</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">(7.7)</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">(76.9)</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">(23.1)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Cord blood gases, mean (sd)</td>
</tr>
<tr>
<td valign="top" align="left">pH</td>
<td valign="top" align="center">6.97</td>
<td valign="top" align="center">(0.11)</td>
<td valign="top" align="center">6.90</td>
<td valign="top" align="center">(0.1)</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left">HCO3</td>
<td valign="top" align="center">12.27</td>
<td valign="top" align="center">(4.7)</td>
<td valign="top" align="center">9.2</td>
<td valign="top" align="center">(5.7)</td>
<td valign="top" align="center">0.03</td>
</tr>
<tr>
<td valign="top" align="left">Base excess</td>
<td valign="top" align="center">&#x2212;17.3</td>
<td valign="top" align="center">(4.9)</td>
<td valign="top" align="center">&#x2212;20.1</td>
<td valign="top" align="center">(5.8)</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">Lactate</td>
<td valign="top" align="center">10.9</td>
<td valign="top" align="center">(4.1)</td>
<td valign="top" align="center">12.9</td>
<td valign="top" align="center">(4.6)</td>
<td valign="top" align="center">0.08</td>
</tr>
<tr>
<td valign="top" align="left">Hemoglobin (mg/dl), mean (ds)</td>
<td valign="top" align="center">17.6</td>
<td valign="top" align="center">(2.3)</td>
<td valign="top" align="center">17.7</td>
<td valign="top" align="center">(1.9)</td>
<td valign="top" align="center">0.93</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>Notes: m, median; SD, standard deviation; IQR, interquartile range.</p></fn>
<fn id="table-fn2"><label><sup>a</sup></label>
<p>Fisher&#x0027;s Exact Test.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Significant statistical differences were found in the power of the VLF component between patients with and without AKI on day 2 of TH (median&#x2014;RIQ): 2.87&#x2009;&#x00D7;&#x2009;10<sup>14</sup> (1.73&#x2009;&#x00D7;&#x2009;10<sup>14</sup>) vs. 1.65&#x2009;&#x00D7;&#x2009;10<sup>14</sup> (1.55&#x2009;&#x00D7;&#x2009;10<sup>14</sup>), <italic>p</italic>&#x2009;&#x003D;&#x2009;0.001 (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>). Additionally, the power of the VLF component on day 2 had a strong ability to predict the presence of AKI on day 3 (AUC 0.77, 95&#x0025; 0.63&#x2013;0.90) (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). In the GEE model, no significant differences were observed in the changes in the power of the VLF during the three days of treatment between the two groups of patients (coefficient 4.87&#x2009;&#x00D7;&#x2009;10<sup>13</sup>; IC 95&#x0025; &#x2212;3.1&#x2009;&#x00D7;&#x2009;10<sup>12</sup>, 1&#x2009;&#x00D7;&#x2009;10<sup>14</sup>, <italic>p</italic>-value 0.06) (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>; <xref ref-type="table" rid="T3">Table&#x00A0;3</xref>).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Differences in renal power of the very low-frequency component of fast Fourier transformation (FFT) by measurement periods according to the presence or absence of acute kidney injury.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1490321-g002.tif"/>
</fig>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Receiver operating characteristic curve at each time during hypothermia treatment.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Power of the very low-frequency component of fast fourier transformation</th>
<th valign="top" align="center">ROC-Curve</th>
<th valign="top" align="center" colspan="2">CI 95&#x0025;</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Day 1</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.33</td>
</tr>
<tr>
<td valign="top" align="left">Day 2</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.63</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Day 3</td>
<td valign="top" align="center">0.56</td>
<td valign="top" align="center">0.44</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">0.46</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn3"><p>Notes: ROC-Curve, receiver operating characteristic curve; CI, confidence interval.</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Global changes in power of the very low-frequency component of fast Fourier transformation (FFT) during therapeutic hypothermia. Note: AKI, acute kidney injury. &#x002A;Power of the very low-frequency component of Fast Fourier Transformation (FFT) in neonates with and without Acute Kidney Injury during treatment with Therapeutic Hypothermia.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1490321-g003.tif"/>
</fig>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Generalized estimating equation analysis for power of the very low-frequency component of fast Fourier transformation evolution during therapeutic hypothermia.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Power of the very low-frequency component of fast fourier transformation</th>
<th valign="top" align="center">Coefficient</th>
<th valign="top" align="center" colspan="2">CI 95&#x0025;</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5">Acute kidney injury</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">4.87&#x2009;&#x00D7;&#x2009;10<sup>14</sup></td>
<td valign="top" align="center">&#x2212;3.1&#x2009;&#x00D7;&#x2009;10<sup>13</sup></td>
<td valign="top" align="center">1&#x2009;&#x00D7;&#x2009;10<sup>14</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">Constant</td>
<td valign="top" align="center">3.04&#x2009;&#x00D7;&#x2009;10<sup>14</sup></td>
<td valign="top" align="center">2.4&#x2009;&#x00D7;&#x2009;10<sup>14</sup></td>
<td valign="top" align="center">3.62&#x2009;&#x00D7;&#x2009;10<sup>14</sup></td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn4"><p>Note: CI, confidence interval.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>This study evaluated the association between very-low-frequency oscillations (power of the VLF, approximately 0.01&#x2005;Hz) and AKI in neonates with asphyxia treated with TH. The results showed that Neonates who developed AKI exhibited significantly lower VLF power on day 2 of TH. These findings not only confirm the presence of endothelial dysfunction during the extension phase of AKI, but also provide direct evidence of altered renal autoregulatory mechanisms in human neonates with asphyxia. This offers a unique perspective that bridges experimental findings from animal models with clinical observations in neonates. This study represents a significant advancement as it is the first to explore this association in human neonates through VLF band energy analysis of the rSrO2 signal obtained with NIRS, suggesting the involvement of a potential third renal autoregulatory mechanism dependent on the endothelium in the pathogenesis of AKI.</p>
<p>In the context of renal autoregulation, the interaction between the myogenic mechanism (fast) and tubuloglomerular feedback (TGF, slow) has traditionally been described as the primary mechanism for maintaining renal blood flow (RBF) homeostasis (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). However, studies in animal models have identified a third mechanism, characterized by oscillatory behavior at very low-frequency oscillations (&#x223C;0.01&#x2005;Hz), which could play a modulatory role in renal autoregulation (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B25">25</xref>). This mechanism, first described by Siu et al., appears to interact with myogenic and TGF mechanisms, complementing their functions under both normal and pathological conditions (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Similarly, both Siu (<xref ref-type="bibr" rid="B15">15</xref>) and Just (<xref ref-type="bibr" rid="B16">16</xref>) suggested the existence of a third autoregulatory mechanism, likely endothelial in nature, operating at very low frequencies (&#x223C;0.01&#x2005;Hz) and potentially interacting with myogenic (0.1&#x2013;3&#x2005;Hz) and TGF (0.02&#x2013;0.5&#x2005;Hz) mechanisms. Our findings demonstrate that these VLF oscillations are significantly diminished in neonates with AKI, suggesting that endothelial dysfunction may impair the modulatory capacity of this third mechanism and exacerbate renal hemodynamic instability. Although the current evidence does not establish direct modulation, both studies propose that this third mechanism contributes to the autoregulatory dynamics of renal blood flow, complementing the rapid responses of the other two mechanisms. Furthermore, previous studies have suggested that this mechanism depends on endothelial processes, such as nitric oxide (NO) release and angiotensin II modulation, highlighting its sensitivity to hemodynamic alterations and its potential impact on the pathophysiology of AKI (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>Our results indicate that alterations in the VLF band of the rSrO2 signal obtained with NIRS in neonates with AKI may reflect endothelial dysfunction during the extension phase of AKI, which is characterized by the damage and dysfunction of endothelial cells (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B26">26</xref>). This is consistent with findings in patients with chronic kidney disease (CKD), where oscillations around &#x223C;0.0095&#x2005;Hz of renal blood flow were significantly altered, even in the absence of concomitant cardiovascular disease or diabetes (<xref ref-type="bibr" rid="B26">26</xref>). The reduction in VLF power observed on day 2 of TH in neonates with AKI provides a plausible explanation for how endothelial dysfunction disrupts autoregulatory balance, potentially influencing renal perfusion and contributing to AKI progression. These results highlight a critical aspect of renal pathophysiology in asphyxiated neonates that has not been addressed previously. Hypoperfusion and cardiovascular dysfunction are observed in neonates with severe asphyxia, and endothelial damage can disrupt this third autoregulatory mechanism, contributing to renal injury progression and its association with AKI.</p>
<p>This third autoregulatory mechanism is postulated to depend on pre-glomerular renal endothelial control, which modulates the influence of nitric oxide and angiotensin II (<xref ref-type="bibr" rid="B27">27</xref>). Moreover, during the extension phase of acute kidney injury (AKI), which manifests after 24&#x2005;h, endothelial cell dysfunction and death are observed (<xref ref-type="bibr" rid="B28">28</xref>). This finding suggests that endothelial injury plays a key role in the development of ischemic AKI (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). A significant percentage of neonates in the cohort studied presented with severe asphyxia and cardiovascular dysfunction, with a high need for vasopressor support, explaining hypoperfusion and renal hypoxia from a hemodynamic standpoint. This situation likely explains the renal endothelial damage observed in this study through the analysis of the VLF power in the rSrO2 signal obtained with renal NIRS. Furthermore, given that this third mechanism seems to have endothelial dependence in its control, the endothelial dysfunction observed in asphyxia may alter this mechanism, leading to hemodynamic and renal perfusion alterations and the observed association with AKI.</p>
<p>An additional finding of this study was that the power of the VLF component of the rSrO2 signal obtained with renal NIRS during the rewarming phase was significantly higher in the AKI group than in the non-AKI group. This result could be interpreted as a compensatory effort by the endothelium in response to more severe damage, where vasodilation induced by nitric oxide (NO)-dependent mechanisms attempts to counteract renal hypoperfusion. However, this increased energy could also reflect dysfunctional hyperactivity that fails to adequately restore renal perfusion, necessitating further investigation to clarify this phenomenon.</p>
<p>Additionally, the predictive capacity of the VLF on day 2 (AUC 0.77) suggests that these oscillations could serve as noninvasive biomarkers to identify neonates at risk of developing AKI. This finding aligns with those of previous studies that identified VLF in renal blood flow as a sensitive marker of vascular dysfunction in various renal conditions (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>Thus, an endothelial role in controlling renal intrinsic autoregulatory mechanisms has been proposed, with endothelial dysfunction during the extension phase likely associated with the involvement of a third autoregulatory mechanism. This contributes to renal hypoperfusion, the extension of injury, and progression to AKI. Our study provides critical clinical evidence supporting this hypothesis and emphasizes the need for future research to further explore the precise contribution of these mechanisms to the renal pathophysiology in neonates with asphyxia. However, no previous human studies have explored this renal autoregulatory mechanism and we believe that future studies should elucidate its role in controlling renal blood flow and its involvement in AKI development under various conditions.</p>
<p>The limitations of this study include the fact that the original design evaluated rSrO2 levels in AKI in neonates with asphyxia. However, the analysis of the power of the VLF component was based on the rSrO2 recordings, which was the original study design. Additionally, the NIRS sampling frequency (every 30&#x2005;s) allowed for the analysis of only very-low-frequency oscillations (&#x223C;0.01&#x2005;Hz). A broader view encompassing other flow control systems would require a higher sampling rate of the device, with respect to the Nyquist frequency, to observe the physiological frequency components of the renal blood flow control system.</p>
</sec>
<sec id="s5" sec-type="conclusions"><title>Conclusion</title>
<p>A lower power of the VLF component of the rSrO2 signal obtained with renal NIRS was observed in neonates with asphyxia who developed AKI on the second day of treatment with therapeutic hypothermia. This finding supports the hypothesis that endothelial dysfunction may be associated with AKI development by potentially disrupting this third autoregulatory mechanism, as suggested by experimental studies in animal models. However, the lack of significant differences in the longitudinal changes in these oscillations across the three days of treatment highlights the complexity of their dynamics and suggests the need for cautious interpretation. These results add to the understanding of endothelial dynamics but require further validation in studies designed to explore the full spectrum of renal autoregulatory mechanisms.</p>
<p>Future research should consider prospective longitudinal designs with higher rSrO2 sampling frequencies to capture the complete frequency band in which different mechanisms of renal blood flow regulation operate, enabling a more comprehensive characterization of their interactions and contributions to the AKI pathophysiology.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability"><title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by Fundaci&#x00F3;n Cardio infantil&#x2014;Instituto de Cardiolog&#x00ED;a (code: CEIC-0602-2022). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>DB-R: Conceptualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SA-P: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GT: Methodology, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MG: Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. ET-Q: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s9" 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. This work was supported by Universidad de La Sabana (grant/award no.: MED-345-2023) and Fundaci&#x00F3;n Cardio infantil&#x2014;Instituto de Cardiolog&#x00ED;a.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>The authors are most thankful for the Universidad de La Sabana and Fundaci&#x00F3;n Cardio infantil&#x2014;Instituto de Cardiolog&#x00ED;a.</p>
</ack>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that this research was conducted in the absence of any commercial or financial relationships that could be construed as potential conflicts of interest.</p>
</sec>
<sec id="s11" 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>
<ref-list><title>References</title>
<ref id="B1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mota-Rojas</surname><given-names>D</given-names></name><name><surname>Villanueva-Garc&#x00ED;a</surname><given-names>D</given-names></name><name><surname>Solimano</surname><given-names>A</given-names></name><name><surname>Muns</surname><given-names>R</given-names></name><name><surname>Ibarra-R&#x00ED;os</surname><given-names>D</given-names></name><name><surname>Mota-Reyes</surname><given-names>A</given-names></name></person-group>. <article-title>Pathophysiology of perinatal asphyxia in humans and animal models</article-title>. <source>Biomedicines</source>. (<year>2022</year>) <volume>10</volume>(<issue>2</issue>):<fpage>347</fpage>. <pub-id pub-id-type="doi">10.3390/biomedicines10020347</pub-id><pub-id pub-id-type="pmid">35203556</pub-id></citation></ref>
<ref id="B2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perin</surname><given-names>J</given-names></name><name><surname>Mulick</surname><given-names>A</given-names></name><name><surname>Yeung</surname><given-names>D</given-names></name><name><surname>Villavicencio</surname><given-names>F</given-names></name><name><surname>Lopez</surname><given-names>G</given-names></name><name><surname>Strong</surname><given-names>KL</given-names></name><etal/></person-group> <article-title>Global, regional, and national causes of under-5 mortality in 2000&#x2013;19: an updated systematic analysis with implications for the sustainable development goals</article-title>. <source>Lancet Child Adolesc Health</source>. (<year>2022</year>) <volume>6</volume>(<issue>2</issue>):<fpage>106</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1016/S2352-4642(21)00311-4</pub-id><pub-id pub-id-type="pmid">34800370</pub-id></citation></ref>
<ref id="B3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Manley</surname><given-names>BJ</given-names></name><name><surname>Owen</surname><given-names>LS</given-names></name><name><surname>Hooper</surname><given-names>SB</given-names></name><name><surname>Jacobs</surname><given-names>SE</given-names></name><name><surname>Cheong</surname><given-names>JLY</given-names></name><name><surname>Doyle</surname><given-names>LW</given-names></name><etal/></person-group> <article-title>Towards evidence-based resuscitation of the newborn infant</article-title>. <source>Lancet</source>. (<year>2017</year>) <volume>389</volume>(<issue>10079</issue>):<fpage>1639</fpage>&#x2013;<lpage>48</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(17)30547-0</pub-id><pub-id pub-id-type="pmid">28443558</pub-id></citation></ref>
<ref id="B4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Iribarren</surname><given-names>I</given-names></name><name><surname>Hilario</surname><given-names>E</given-names></name><name><surname>&#x00C1;lvarez</surname><given-names>A</given-names></name><name><surname>Alonso-Alconada</surname><given-names>D</given-names></name></person-group>. <article-title>Neonatal multiple organ failure after perinatal asphyxia</article-title>. <source>Anales de Pediatr&#x00ED;a (Engl Ed)</source>. (<year>2022</year>) <volume>97</volume>(<issue>4</issue>):<fpage>280.e1</fpage>&#x2013;<lpage>e8</lpage>. <pub-id pub-id-type="doi">10.1016/j.anpede.2022.08.010</pub-id></citation></ref>
<ref id="B5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stola</surname><given-names>A</given-names></name><name><surname>Perlman</surname><given-names>J</given-names></name></person-group>. <article-title>Post-resuscitation strategies to avoid ongoing injury following intrapartum hypoxia&#x2013;ischemia</article-title>. <source>Semin Fetal Neonatal Med</source>. (<year>2008</year>) <volume>13</volume>(<issue>6</issue>):<fpage>424</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.siny.2008.04.011</pub-id><pub-id pub-id-type="pmid">18501692</pub-id></citation></ref>
<ref id="B6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nishijima</surname><given-names>T</given-names></name><name><surname>Kawasaki</surname><given-names>Y</given-names></name><name><surname>Ueno</surname><given-names>K</given-names></name><name><surname>Inomata</surname><given-names>S</given-names></name><name><surname>Yoshida</surname><given-names>T</given-names></name></person-group>. <article-title>Renal impairment following perinatal asphyxia</article-title>. <source>Pediatr Neonatol</source>. (<year>2021</year>) <volume>62</volume>(<issue>4</issue>):<fpage>451</fpage>&#x2013;<lpage>2</lpage>. <pub-id pub-id-type="doi">10.1016/j.pedneo.2021.01.010</pub-id><pub-id pub-id-type="pmid">33610478</pub-id></citation></ref>
<ref id="B7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>van Wincoop</surname><given-names>M</given-names></name><name><surname>de Bijl-Marcus</surname><given-names>K</given-names></name><name><surname>Lilien</surname><given-names>M</given-names></name><name><surname>van den Hoogen</surname><given-names>A</given-names></name><name><surname>Groenendaal</surname><given-names>F</given-names></name></person-group>. <article-title>Effect of therapeutic hypothermia on renal and myocardial function in asphyxiated (near) term neonates: a systematic review and meta-analysis</article-title>. <source>PLoS One</source>. (<year>2021</year>) <volume>16</volume>(<issue>2</issue>):<fpage>e0247403</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0247403</pub-id><pub-id pub-id-type="pmid">33630895</pub-id></citation></ref>
<ref id="B8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ilves</surname><given-names>P</given-names></name><name><surname>Lintrop</surname><given-names>M</given-names></name><name><surname>Talvik</surname><given-names>I</given-names></name><name><surname>Muug</surname><given-names>K</given-names></name><name><surname>Maipuu</surname><given-names>L</given-names></name></person-group>. <article-title>Changes in cerebral and visceral blood flow velocities in asphyxiated term neonates with hypoxic-ischemic encephalopathy</article-title>. <source>J Ultrasound Med</source>. (<year>2009</year>) <volume>28</volume>(<issue>11</issue>):<fpage>1471</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.7863/jum.2009.28.11.1471</pub-id><pub-id pub-id-type="pmid">19854961</pub-id></citation></ref>
<ref id="B9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shellhaas</surname><given-names>RA</given-names></name><name><surname>Thelen</surname><given-names>BJ</given-names></name><name><surname>Bapuraj</surname><given-names>JR</given-names></name><name><surname>Burns</surname><given-names>JW</given-names></name><name><surname>Swenson</surname><given-names>AW</given-names></name><name><surname>Christensen</surname><given-names>MK</given-names></name><etal/></person-group> <article-title>Limited short-term prognostic utility of cerebral NIRS during neonatal therapeutic hypothermia</article-title>. <source>Neurology</source>. (<year>2013</year>) <volume>81</volume>(<issue>3</issue>):<fpage>249</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0b013e31829bfe41</pub-id><pub-id pub-id-type="pmid">23771483</pub-id></citation></ref>
<ref id="B10"><label>10.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Morgan</surname><given-names>C</given-names></name><name><surname>Cheung</surname><given-names>PY</given-names></name></person-group>. <article-title>Hypoxic respiratory failure and the neonatal kidney. In: Dakshinamurti S, editor</article-title>. <source>Hypoxic Respiratory Failure in the Newborn</source>. <publisher-loc>Boca Raton</publisher-loc>: <publisher-name>CRC Press</publisher-name> (<year>2021</year>). p. <fpage>148</fpage>&#x2013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1201/9780367494018</pub-id></citation></ref>
<ref id="B11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luciano</surname><given-names>R</given-names></name><name><surname>Gallini</surname><given-names>F</given-names></name><name><surname>Romagnoli</surname><given-names>C</given-names></name><name><surname>Papacci</surname><given-names>P</given-names></name><name><surname>Tortorolo</surname><given-names>G</given-names></name></person-group>. <article-title>Doppler evaluation of renal blood flow velocity as a predictive index of acute renal failure in perinatal asphyxia</article-title>. <source>Eur J Pediatr</source>. (<year>1998</year>) <volume>157</volume>(<issue>8</issue>):<fpage>656</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1007/s004310050905</pub-id><pub-id pub-id-type="pmid">9727850</pub-id></citation></ref>
<ref id="B12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Akinbi</surname><given-names>H</given-names></name><name><surname>Abbasi</surname><given-names>S</given-names></name><name><surname>Hilpert</surname><given-names>PL</given-names></name><name><surname>Bhutani</surname><given-names>VK</given-names></name></person-group>. <article-title>Gastrointestinal and renal blood flow velocity profile in neonates with birth asphyxia</article-title>. <source>J Pediatr</source>. (<year>1994</year>) <volume>125</volume>(<issue>4</issue>):<fpage>625</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1016/S0022-3476(94)70024-9</pub-id><pub-id pub-id-type="pmid">7931888</pub-id></citation></ref>
<ref id="B13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sladen</surname><given-names>RN</given-names></name><name><surname>Landry</surname><given-names>D</given-names></name></person-group>. <article-title>Renal blood flow regulation, autoregulation, and vasomotor nephropathy</article-title>. <source>Anesthesiol Clin North Am</source>. (<year>2000</year>) <volume>18</volume>(<issue>4</issue>):<fpage>791</fpage>&#x2013;<lpage>807</lpage>. <pub-id pub-id-type="doi">10.1016/S0889-8537(05)70195-4</pub-id><pub-id pub-id-type="pmid">11094691</pub-id></citation></ref>
<ref id="B14"><label>14.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Chopde</surname><given-names>PR</given-names></name><name><surname>&#x00C1;lvarez-Cedr&#x00F3;n</surname><given-names>R</given-names></name><name><surname>Alphonse</surname><given-names>S</given-names></name><name><surname>Polichnowski</surname><given-names>AJ</given-names></name><name><surname>Griffin</surname><given-names>KA</given-names></name><name><surname>Williamson</surname><given-names>GA</given-names></name></person-group>. <article-title>Efficacy of dynamics-based features for machine learning classification of renal hemodynamics</article-title>. <source>Proc Eur Signal Process Conf EUSIPCO</source>. (<year>2023</year>) <year>2023</year>:<fpage>1145</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.23919/eusipco58844.2023.10289999</pub-id></citation></ref>
<ref id="B15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siu</surname><given-names>KL</given-names></name><name><surname>Sung</surname><given-names>B</given-names></name><name><surname>Cupples</surname><given-names>WA</given-names></name><name><surname>Moore</surname><given-names>LC</given-names></name><name><surname>Chon</surname><given-names>KH</given-names></name></person-group>. <article-title>Detection of low-frequency oscillations in renal blood flow</article-title>. <source>Am J Physiol Renal Physiol</source>. (<year>2009</year>) <volume>297</volume>(<issue>1</issue>):<fpage>F155</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1152/ajprenal.00114.2009</pub-id><pub-id pub-id-type="pmid">19420111</pub-id></citation></ref>
<ref id="B16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Just</surname><given-names>A</given-names></name><name><surname>Arendshorst</surname><given-names>WJ</given-names></name></person-group>. <article-title>Dynamics and contribution of mechanisms mediating renal blood flow autoregulation</article-title>. <source>Am J Physiol Regul Integr Comp Physiol</source>. (<year>2003</year>) <volume>285</volume>(<issue>3</issue>):<fpage>R619</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1152/ajpregu.00766.2002</pub-id><pub-id pub-id-type="pmid">12791588</pub-id></citation></ref>
<ref id="B17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stefanovska</surname><given-names>A</given-names></name></person-group>. <article-title>Coupled oscillatros: complex but not complicated cardiovascular and brain interactions</article-title>. <source>IEEE Eng Med Biol Mag</source>. (<year>2007</year>) <volume>26</volume>(<issue>6</issue>):<fpage>25</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1109/EMB.2007.907088</pub-id><pub-id pub-id-type="pmid">18189083</pub-id></citation></ref>
<ref id="B18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernjak</surname><given-names>A</given-names></name><name><surname>Clarkson</surname><given-names>PBM</given-names></name><name><surname>McClintock</surname><given-names>PVE</given-names></name><name><surname>Stefanovska</surname><given-names>A</given-names></name></person-group>. <article-title>Low-frequency blood flow oscillations in congestive heart failure and after <italic>&#x03B2;</italic>1-blockade treatment</article-title>. <source>Microvasc Res</source>. (<year>2008</year>) <volume>76</volume>(<issue>3</issue>):<fpage>224</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016/j.mvr.2008.07.006</pub-id><pub-id pub-id-type="pmid">18721820</pub-id></citation></ref>
<ref id="B19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kvernmo</surname><given-names>HD</given-names></name><name><surname>Stefanovska</surname><given-names>A</given-names></name><name><surname>Kirkeb&#x00F8;en</surname><given-names>KA</given-names></name><name><surname>Kvernebo</surname><given-names>K</given-names></name></person-group>. <article-title>Oscillations in the human cutaneous blood perfusion signal modified by endothelium-dependent and endothelium-independent vasodilators</article-title>. <source>Microvasc Res</source>. (<year>1999</year>) <volume>57</volume>(<issue>3</issue>):<fpage>298</fpage>&#x2013;<lpage>309</lpage>. <pub-id pub-id-type="doi">10.1006/mvre.1998.2139</pub-id><pub-id pub-id-type="pmid">10329256</pub-id></citation></ref>
<ref id="B20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pi&#x00F1;eros</surname><given-names>JG</given-names></name><name><surname>Troncoso</surname><given-names>G</given-names></name><name><surname>Serrano</surname><given-names>C</given-names></name><name><surname>Espinosa</surname><given-names>E</given-names></name></person-group>. <source>Expert Consensus on the Diagnosis, Management, Monitoring, and Follow-up of Newborns with Perinatal Asphyxia, Hypoxic-ischemic Encephalopathy (HIE), and Therapeutic Hypothermia (TH)</source>. <publisher-loc>Bogot&#x00E1;</publisher-loc>: <publisher-name>Colombian Association of Neonatology</publisher-name> (<year>2021</year>). Available from: <ext-link ext-link-type="uri" xlink:href="https://ascon.org.co/wp-content/uploads/2021/02/CONSENSO-NEUROLOGIA-Y-NEONATOLOGIA1.pdf">https://ascon.org.co/wp-content/uploads/2021/02/CONSENSO-NEUROLOGIA-Y-NEONATOLOGIA1.pdf</ext-link> <comment>(Accessed July 16, 2024)</comment>.</citation></ref>
<ref id="B21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shankaran</surname><given-names>S</given-names></name><name><surname>Laptook</surname><given-names>AR</given-names></name><name><surname>Ehrenkranz</surname><given-names>RA</given-names></name><name><surname>Tyson</surname><given-names>JE</given-names></name><name><surname>McDonald</surname><given-names>SA</given-names></name><name><surname>Donovan</surname><given-names>EF</given-names></name><etal/></person-group> <article-title>Whole-body hypothermia for neonates with hypoxic&#x2013;ischemic encephalopathy</article-title>. <source>N Engl J Med</source>. (<year>2005</year>) <volume>353</volume>(<issue>15</issue>):<fpage>1574</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMcps050929</pub-id><pub-id pub-id-type="pmid">16221780</pub-id></citation></ref>
<ref id="B22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gupta</surname><given-names>C</given-names></name><name><surname>Massaro</surname><given-names>AN</given-names></name><name><surname>Ray</surname><given-names>PE</given-names></name></person-group>. <article-title>A new approach to define acute kidney injury in term newborns with hypoxic ischemic encephalopathy</article-title>. <source>Pediatr Nephrol</source>. (<year>2016</year>) <volume>31</volume>(<issue>7</issue>):<fpage>1167</fpage>&#x2013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1007/s00467-016-3317-5</pub-id><pub-id pub-id-type="pmid">26857710</pub-id></citation></ref>
<ref id="B23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carlstr&#x00F6;m</surname><given-names>M</given-names></name><name><surname>Wilcox</surname><given-names>CS</given-names></name><name><surname>Arendshorst</surname><given-names>WJ</given-names></name></person-group>. <article-title>Renal autoregulation in health and disease</article-title>. <source>Physiol Rev</source>. (<year>2015</year>) <volume>95</volume>(<issue>2</issue>):<fpage>405</fpage>&#x2013;<lpage>511</lpage>. <pub-id pub-id-type="doi">10.1152/physrev.00042.2012</pub-id></citation></ref>
<ref id="B24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cupples</surname><given-names>WA</given-names></name><name><surname>Braam</surname><given-names>B</given-names></name></person-group>. <article-title>Assessment of renal autoregulation</article-title>. <source>Am J Physiol Renal Physiol</source>. (<year>2007</year>) <volume>292</volume>(<issue>4</issue>):<fpage>F1105</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1152/ajprenal.00194.2006</pub-id><pub-id pub-id-type="pmid">17229679</pub-id></citation></ref>
<ref id="B25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Klemens</surname><given-names>CA</given-names></name><name><surname>Staruschenko</surname><given-names>A</given-names></name></person-group>. <article-title><italic>American journal of physiology-renal physiology</italic> collections: hypertension</article-title>. <source>Am J Physiol Renal Physiol</source>. (<year>2020</year>) <volume>319</volume>(<issue>6</issue>):<fpage>F1001</fpage>&#x2013;<lpage>2</lpage>. <pub-id pub-id-type="doi">10.1152/ajprenal.00572.2020</pub-id><pub-id pub-id-type="pmid">33166184</pub-id></citation></ref>
<ref id="B26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stewart</surname><given-names>J</given-names></name><name><surname>Kohen</surname><given-names>A</given-names></name><name><surname>Brouder</surname><given-names>D</given-names></name><name><surname>Rahim</surname><given-names>F</given-names></name><name><surname>Adler</surname><given-names>S</given-names></name><name><surname>Garrick</surname><given-names>R</given-names></name><etal/></person-group> <article-title>Noninvasive interrogation of microvasculature for signs of endothelial dysfunction in patients with chronic renal failure</article-title>. <source>Am J Physiol Heart Circ Physiol</source>. (<year>2004</year>) <volume>287</volume>(<issue>6</issue>):<fpage>H2687</fpage>&#x2013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.00287.2004</pub-id><pub-id pub-id-type="pmid">15297253</pub-id></citation></ref>
<ref id="B27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Just</surname><given-names>A</given-names></name></person-group>. <article-title>Mechanisms of renal blood flow autoregulation: dynamics and contributions</article-title>. <source>Am J Physiol Regul Integr Comp Physiol</source>. (<year>2007</year>) <volume>292</volume>(<issue>1</issue>):<fpage>R1</fpage>&#x2013;<lpage>R17</lpage>. <pub-id pub-id-type="doi">10.1152/ajpregu.00332.2006</pub-id><pub-id pub-id-type="pmid">16990493</pub-id></citation></ref>
<ref id="B28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Turgut</surname><given-names>F</given-names></name><name><surname>Awad</surname><given-names>A</given-names></name><name><surname>Abdel-Rahman</surname><given-names>E</given-names></name></person-group>. <article-title>Acute kidney injury: medical causes and pathogenesis</article-title>. <source>J Clin Med</source>. (<year>2023</year>) <volume>12</volume>(<issue>1</issue>):<fpage>375</fpage>. <pub-id pub-id-type="doi">10.3390/jcm12010375</pub-id><pub-id pub-id-type="pmid">36615175</pub-id></citation></ref>
<ref id="B29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Verma</surname><given-names>SK</given-names></name><name><surname>Molitoris</surname><given-names>BA</given-names></name></person-group>. <article-title>Renal endothelial injury and microvascular dysfunction in acute kidney injury</article-title>. <source>Semin Nephrol</source>. (<year>2015</year>) <volume>35</volume>(<issue>1</issue>):<fpage>96</fpage>&#x2013;<lpage>107</lpage>. <pub-id pub-id-type="doi">10.1016/j.semnephrol.2015.01.010</pub-id><pub-id pub-id-type="pmid">25795503</pub-id></citation></ref>
<ref id="B30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sutton</surname><given-names>TA</given-names></name><name><surname>Fisher</surname><given-names>CJ</given-names></name><name><surname>Molitoris</surname><given-names>BA</given-names></name></person-group>. <article-title>Microvascular endothelial injury and dysfunction during ischemic acute renal failure</article-title>. <source>Kidney Int</source>. (<year>2002</year>) <volume>62</volume>(<issue>5</issue>):<fpage>1539</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1046/j.1523-1755.2002.00631.x</pub-id><pub-id pub-id-type="pmid">12371954</pub-id></citation></ref>
<ref id="B31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sladen</surname><given-names>RN</given-names></name><name><surname>Landry</surname><given-names>D</given-names></name></person-group>. <article-title>Renal blood flow regulation, autoregulation, and vasomotor nephropathy</article-title>. <source>Anesthesiol Clin North Am</source>. (<year>2000</year>) <volume>18</volume>(<issue>4</issue>):<fpage>791</fpage>&#x2013;<lpage>807, ix</lpage>. <pub-id pub-id-type="doi">10.1016/s0889-8537(05)70195-4</pub-id><pub-id pub-id-type="pmid">11094691</pub-id></citation></ref></ref-list>
</back>
</article>