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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2023.1204956</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Clinical Trial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The effect of intrapartum prolonged oxygen exposure on fetal metabolic status: secondary analysis from a randomized controlled trial</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chuai</surname>
<given-names>Fang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dong</surname>
<given-names>Tong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiang</surname>
<given-names>Wen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Lanmei</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Lei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chuai</surname>
<given-names>Yunhai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1037942"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhou</surname>
<given-names>Yuhang</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Obstetrics and Gynaecology, Sixth Medical Center, Chinese PLA General Hospital</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Obstetrics and Gynaecology, Seventh Medical Center, Chinese PLA General Hospital</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Obstetrics and Gynecology, PLA Strategic Support Force Characteristic Medical Center</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Day Treatment, Sixth Medical Center, Chinese PLA General Hospital</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Sijia Lu, Yikon Genomics, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Keiichi Matsubara, Ehime University, Japan; Yanyong Yang, Second Military Medical University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yunhai Chuai, <email xlink:href="mailto:wangyh85@.foxmail.com">wangyh85@.foxmail.com</email>; Yuhang Zhou, <email xlink:href="mailto:1329695616@qq.com">1329695616@qq.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1204956</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Chuai, Dong, Liu, Jiang, Zhang, Chen, Chuai and Zhou</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Chuai, Dong, Liu, Jiang, Zhang, Chen, Chuai and Zhou</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>The aim of the study is to assess the effect of maternal prolonged oxygen exposure during labor on fetal acid&#x2013;base status, fetal heart rate tracings, and umbilical cord arterial metabolites.</p>
</sec>
<sec>
<title>Design</title>
<p>The study was conducted as a secondary analysis.</p>
</sec>
<sec>
<title>Setting(s)</title>
<p>The study was set in three tertiary teaching hospitals in Beijing, China.</p>
</sec>
<sec>
<title>Participants</title>
<p>Approximately 140 women in the latent phase of labor with no complications participated in the study.</p>
</sec>
<sec>
<title>Intervention</title>
<p>Participants were randomly allocated in a 1:1 ratio to receive either 10 L of oxygen per minute in a tight-fitting simple facemask until delivery or room air only.</p>
</sec>
<sec>
<title>Main outcome measures</title>
<p>The primary outcome was the umbilical cord arterial lactate.</p>
</sec>
<sec>
<title>Results</title>
<p>Baseline demographics and labor outcomes were similar between the oxygen and room air groups; the time from randomization to delivery was 322 &#xb1; 147&#xa0;min. There were no differences between the two groups in the umbilical cord arterial lactate (mean difference 0.3 mmol/L, 95% confidence interval &#x2212;0.2 to 0.9), the number of participants with high-risk category II fetal heart rate tracings (relative risk 0.94, 95% confidence interval 0.68 to 1.32), or the duration of those high-risk tracings (mean difference 3.6&#xa0;min, 95% confidence interval &#x2212;9.3 to 16.4). Prolonged oxygen exposure significantly altered 91 umbilical cord arterial metabolites, and these alterations did not appear to be related to oxidative stress.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Maternal prolonged oxygen exposure during labor did not affect either the umbilical cord arterial lactate or high-risk category II fetal heart rate tracings but might result in alterations to the umbilical cord arterial metabolic profile.</p>
</sec>
<sec>
<title>Clinical trial registration</title>
<p>
<ext-link ext-link-type="uri" xlink:href="http://www.clinicaltrials.gov">www.clinicaltrials.gov</ext-link>, identifier NCT03764696.</p>
</sec>
</abstract>
<kwd-group>
<kwd>prolonged oxygen exposure</kwd>
<kwd>umbilical cord arterial metabolites</kwd>
<kwd>fetal heart rate tracings</kwd>
<kwd>pregnancy</kwd>
<kwd>childbirth</kwd>
</kwd-group>    <contract-sponsor id="cn001">Beijing Municipal Science and Technology Commission<named-content content-type="fundref-id">10.13039/501100009592</named-content>
</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="28"/>
<page-count count="8"/>
<word-count count="3915"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Reproduction</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Background</title>
<p>Maternal oxygen (O<sub>2</sub>) administration was approved for use in preventing or treating fetal hypoxia and acidemia in many parts of the world (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Obstetricians and midwives hoped that the supplemental O<sub>2</sub> could be transferred to fetal circulation to improve fetal metabolic status and alleviate non-reassuring fetal status, as a mass of animal and human data have shown that maternal O<sub>2</sub> improves fetal oxygenation and other neonatal outcomes (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). It is estimated that more than half of women during labor receive supplemental O<sub>2</sub>, even though they are well oxygenated (<xref ref-type="bibr" rid="B1">1</xref>). The duration of O<sub>2</sub> exposure was often several minutes and sometimes hours, with no guideline or consensus; there was also no standard for the concentration of inhaled O<sub>2</sub>. However, in randomized clinical trials (RCTs), intrapartum O<sub>2</sub> administration did not seem to increase fetal O<sub>2</sub> content, either at a low or high fraction of inspired O<sub>2</sub> (FiO<sub>2</sub>) [30% in Qian et&#xa0;al. (<xref ref-type="bibr" rid="B4">4</xref>), 80% in Thorp et&#xa0;al. (<xref ref-type="bibr" rid="B5">5</xref>), and Raghuraman et&#xa0;al. (<xref ref-type="bibr" rid="B6">6</xref>)], or for a short time or long time [minutes in Moors et&#xa0;al. (<xref ref-type="bibr" rid="B7">7</xref>) to hours in Chuai et&#xa0;al. (<xref ref-type="bibr" rid="B8">8</xref>)] (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). Two of those RCTs [Thorp et&#xa0;al. (<xref ref-type="bibr" rid="B5">5</xref>) and Chuai et&#xa0;al. (<xref ref-type="bibr" rid="B8">8</xref>)] found that 80% FiO<sub>2</sub> administration resulted in a deterioration of the umbilical cord arterial (Ua) pH at birth, but four other trials [Sirimai et&#xa0;al. (<xref ref-type="bibr" rid="B9">9</xref>), 30% in Qian et&#xa0;al. (<xref ref-type="bibr" rid="B4">4</xref>), 80% in Raghuraman et&#xa0;al. (<xref ref-type="bibr" rid="B6">6</xref>) and Moors et&#xa0;al. (<xref ref-type="bibr" rid="B7">7</xref>)] did not find that O<sub>2</sub> can affect the Ua pH (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>); one of those RCTs [Moors et&#xa0;al. (<xref ref-type="bibr" rid="B7">7</xref>)] found that 80% FiO<sub>2</sub> inhalation improved the fetal heart rate (FHR) tracings, but three other trials [30% in Qian et&#xa0;al. (<xref ref-type="bibr" rid="B4">4</xref>), 80% in Raghuraman et&#xa0;al. (<xref ref-type="bibr" rid="B6">6</xref>), and Chuai et&#xa0;al. (<xref ref-type="bibr" rid="B8">8</xref>)] did not find this improvement (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). It is difficult to determine whether intrapartum O<sub>2</sub> exposure is beneficial or potentially harmful. No certain conclusions can be drawn due to the inconsistent results regarding fetal outcomes.</p>
<p>Our recent randomized trial found useless and harmful results for the effect of intrapartum prolonged O<sub>2</sub> (60% to 80% FiO<sub>2</sub>) exposure on the umbilical cord venous (Uv) partial pressure of O<sub>2</sub> (PO<sub>2</sub>) and Ua pH, prolonged O<sub>2</sub> did not increase the Uv PO<sub>2,</sub> but was associated with lower Ua pH (median 7.23 vs 7.27) compared with room air (<xref ref-type="bibr" rid="B8">8</xref>). Our result was questionable because the low Ua pH events (&lt;7.2) were recorded to be the same between the O<sub>2</sub> and room air groups, and there was also no time-dependent effect of O<sub>2</sub> exposure on Ua pH (<xref ref-type="bibr" rid="B8">8</xref>). It was an unexpected result that the prolonged high degree of O<sub>2</sub> administration did not change the fetal O<sub>2</sub> content or acid&#x2013;base status significantly. We performed this secondary analysis of data and samples from this trial with the objective of further investigating the effect of prolonged O<sub>2</sub> exposure on fetal metabolic status, including Ua lactate, which was a more sensitive and specific marker than Ua pH for predicting metabolic acidosis and short-term newborn morbidity, and Ua metabolomics, which could be a powerful approach to studying the molecular mechanisms and metabolic pathways in response to supraphysiological O<sub>2</sub> (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Study design</title>
<p>We conducted a secondary analysis of a randomized trial in which women with category I FHR tracings in the latent phase of labor were assigned 10 L per minute of O<sub>2</sub>, or room air. The trial was registered on <uri xlink:href="ClinicalTrials.gov">ClinicalTrials.gov</uri> with the identifier NCT03764696 and conducted at three tertiary teaching hospitals between January 2021 and October 2021 (<xref ref-type="bibr" rid="B8">8</xref>). Approval from the ethics committees and informed consent from all participants were obtained. The registered study protocol is available in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material 1</bold>
</xref>.</p>
</sec>
<sec id="s2_2">
<title>Study population, randomization, and intervention</title>
<p>The trial included at term (37 to 42 weeks), singleton, cephalic presentation pregnant women with category I FHR tracings in the latent phase of labor and excluded participants with existing medical or obstetric complications, including respiratory or cardiovascular disease, diabetes mellitus or insulin-treated gestational diabetes mellitus, hypertension, or preeclampsia, cephalopelvic disproportion, oligohydramnios, fetal growth restriction, anemia, fever, tobacco, or alcohol use, etc.</p>
<p>At the point in the latent phase of labor (2 to 3&#xa0;cm of cervical dilation in nulliparity and 1 to 2&#xa0;cm of cervical dilation in multipara), participants were assigned 1:1 to receive either O<sub>2</sub> via the tight-fitting simple facemask at a flow rate of 10 L per minute (60 to 80% FiO<sub>2</sub>) or room air only without a facemask. The facemask was checked by research nurses to ensure that it covered the nose and mouth during labor. The two interventions (O<sub>2</sub> vs room air) were continued until delivery.</p>
<p>All women received standard intrapartum care and began pushing down immediately at the onset of the second stage in a supine position. The electronic fetal monitoring was reviewed every 15 to 30&#xa0;min in the first stage and continuously in the second stage of labor (<xref ref-type="bibr" rid="B15">15</xref>). The interpretation of FHR tracings and the methods of intrauterine resuscitation followed the guidelines of the American College of Obstetricians and Gynecologists (ACOG) (<xref ref-type="bibr" rid="B15">15</xref>).</p>
</sec>
<sec id="s2_3">
<title>Outcomes and data collection</title>
<p>The primary outcome of this analysis was the Ua lactate. The paired Uv and Ua blood samples were collected as recommended by ACOG (<xref ref-type="bibr" rid="B16">16</xref>), and these samples (150 &#x3bc;l per sample) were analyzed using the Gem Premier 4000 benchtop blood gas analyzer (Werfen America). We considered gases to be valid if the Uv&#x2013;Ua pH difference was &gt;0.02, the Ua&#x2013;Uv partial pressure of carbon dioxide (PCO<sub>2</sub>) was &gt;5.25 mmHg, and the Uv PCO<sub>2</sub> was &gt;21.75 mmHg (<xref ref-type="bibr" rid="B17">17</xref>). Only women with paired and validated Uv and Ua blood gases were included.</p>
<p>The secondary outcome was the high-risk category II FHR tracings, including the number of women who developed high-risk category II FHR tracings during labor and the duration of those tracings. The high-risk category II FHR tracings were defined as any of the following features: baseline bradycardia, minimal or absent variability, recurrent variable decelerations, and recurrent late decelerations, as these features might suggest an increased risk for fetal hypoxia or acidemia (<xref ref-type="bibr" rid="B12">12</xref>). Two trained research nurses, blinded to allocation and outcomes, assessed the FHR tracings independently and resolved disagreements by involving a third nurse. Another secondary outcome was the Ua metabolite analysis. The Ua blood samples (500 &#x3bc;l per sample) were obtained immediately after delivery and separated by centrifugation at 3,000 rpm for 10&#xa0;min at 4 &#xb0;C. Plasma samples were stored immediately at &#x2212;80 &#xb0;C and transported on dry ice for plasma ultra-high performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS) analysis, which was performed by a commercial company (Novogene Co. Ltd., China). The experimental protocol is available in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material 2</bold>
</xref>. The rest of the plasma samples were used for testing the Ua malondialdehyde (MDA), which was assessed using a commercial assay kit (Beyotime China). Other outcomes were other umbilical cord blood sample components, including Uv/Ua glucose, K<sup>+</sup>, Na<sup>+</sup>, Cl<sup>&#x2212;</sup>, and Ca<sup>2+</sup>, which were assessed using the blood gas analyzer (Werfen America).</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>We used a fixed sample size from the primary trial, and all randomized participants were included in this analysis. Data analysis was performed using the modified intention-to-treat principle. All randomized women were included in the high-risk category II FHR tracing analysis; 96.4% (135/140) participants with validated paired Uv and Ua gases were included in the Ua lactate analysis; and 85% (119/140) participants were included in the Ua metabolites analysis. The Kolmogorov&#x2013;Smirnov test was used to analyze the distribution of continuous variables. Baseline characteristics and outcomes were compared between the two groups using the Student&#x2019;s <italic>t</italic> test or Mann&#x2013;Whitney <italic>U</italic> test for continuous variables and the Chi-square test or Fisher exact test for categorical variables. The plasma UHPLC-MS/MS analyses included metabolite annotation, principal components analysis (PCA), partial least squares discriminant analysis (PLS-DA), differential metabolite identification, metabolic pathway enrichment, etc. The method of UHPLC-MS/MS analysis is available in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material 2</bold>
</xref>.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>Of the 140 randomized participants, 70 received O<sub>2</sub> and 70 received room air without interruption or crossover; 135 women were included in the Uv/Ua lactate analysis; all 140 women were included in the high-risk category II FHR tracing analysis; and 119 women were included in the Ua metabolite analysis. Baseline demographics and labor outcomes were similar between the O<sub>2</sub> and room air groups. Most labor outcomes except Ua pH were similar between the two groups; the cesarean delivery rate was less than 3% in the trial; and the median duration of the first and second stages of labor was about 8&#xa0;h (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In the O<sub>2</sub> group, 94% of women received O<sub>2</sub> for more than 2&#xa0;h and 88% received more than 3&#xa0;h, and the Ua pH was significantly lower in the O<sub>2</sub> group than in the room air group (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Maternal demographics and labor outcomes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Characteristics</th>
<th valign="top" align="center">Oxygen<break/>(n = 70)</th>
<th valign="top" align="center">Room Air<break/>(n = 70)</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="4" align="left">Maternal demographics</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Age, year</td>
<td valign="top" align="center">31.6 &#xb1; 3.6</td>
<td valign="top" align="center">31.6 &#xb1; 3.8</td>
<td valign="top" align="center">1.000</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Gestational age, week</td>
<td valign="top" align="center">39.8 &#xb1; 1.0</td>
<td valign="top" align="center">39.7 &#xb1; 0.9</td>
<td valign="top" align="center">0.386</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Nulliparity (%)</td>
<td valign="top" align="center">59 (84.3)</td>
<td valign="top" align="center">55 (78.6)</td>
<td valign="top" align="center">0.385</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Admission body mass index, kg/m<sup>2</sup>
</td>
<td valign="top" align="center">26.0 &#xb1; 2.6</td>
<td valign="top" align="center">25.8 &#xb1; 2.6</td>
<td valign="top" align="center">0.609</td>
</tr>
<tr>
<th valign="top" colspan="4" align="left">Labor outcomes</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Time from randomization to delivery, min</td>
<td valign="top" align="center">322 &#xb1; 147</td>
<td valign="top" align="center">308 &#xb1; 125</td>
<td valign="top" align="center">0.537</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Cesarean delivery (%)</td>
<td valign="top" align="center">3 (4.3)</td>
<td valign="top" align="center">1 (1.4)</td>
<td valign="top" align="center">0.612</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Female neonatal sex (%)</td>
<td valign="top" align="center">34 (48.6)</td>
<td valign="top" align="center">33 (47.1)</td>
<td valign="top" align="center">0.866</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Birth weight, g</td>
<td valign="top" align="center">3315 &#xb1; 335</td>
<td valign="top" align="center">3416 &#xb1; 402</td>
<td valign="top" align="center">0.107</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Neonatal resuscitation (%)</td>
<td valign="top" align="center">6 (8.6)</td>
<td valign="top" align="center">4 (5.7)</td>
<td valign="top" align="center">0.512</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Umbilical arterial pH*</td>
<td valign="top" align="center">7.23 (7.20&#x2013;7.27)</td>
<td valign="top" align="center">7.27 (7.20&#x2013;7.30)</td>
<td valign="top" align="center">0.005</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Category II fetal heart rate tracings (%)</td>
<td valign="top" align="center">57 (81.4)</td>
<td valign="top" align="center">55 (78.6)</td>
<td valign="top" align="center">0.672</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are expressed as mean &#xb1; SD, number (%), or median (interquartile range).</p>
</fn>
<fn>
<p>*Samples for blood gas analysis: Oxygen group (n = 67), Room Air group (n = 68).</p>
</fn>
<fn>
<p>Data from Reference (<xref ref-type="bibr" rid="B8">8</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>There were no differences between the O<sub>2</sub> and room air groups in the Ua lactate (MD 0.3 mmol/L, 95% CI &#x2212;0.2 to 0.9; <italic>p</italic> = 0.224), the Uv lactate (MD 0.3 mmol/L, 95% CI &#x2212;0.2 to 0.8; <italic>p</italic> = 0.263); in the Ua glucose (MD 0.2 mmol/L, 95% CI &#x2212;0.2 to 0.6; <italic>p</italic> = 0.263), the Uv glucose (MD 0.1 mmol/L, 95% CI &#x2212;0.3 to 0.5; <italic>p</italic> = 0.547); or in some electrolytes, including Uv/Ua K<sup>+</sup>, Na<sup>+</sup>, Cl<sup>&#x2014;</sup>, or Ca<sup>2+</sup> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Paired umbilical cord venous and arterial blood lactate, glucose, and electrolytes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Outcomes</th>
<th valign="top" align="center">Oxygen<break/>(n = 67)</th>
<th valign="top" align="center">Room Air<break/>(n = 68)</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
<th valign="top" align="center">MD</th>
<th valign="top" align="center">95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="6" align="left">Umbilical venous (Uv)</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Uv lactate, mmol/L</td>
<td valign="top" align="center">3.9 &#xb1; 1.6</td>
<td valign="top" align="center">3.6 &#xb1; 1.3</td>
<td valign="top" align="center">0.263</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x2212;0.2 to 0.8</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Uv glucose, mmol/L</td>
<td valign="top" align="center">5.6 &#xb1; 1.1</td>
<td valign="top" align="center">5.5 &#xb1; 1.1</td>
<td valign="top" align="center">0.547</td>
<td valign="top" align="center">0.1</td>
<td valign="top" align="center">&#x2212;0.3 to 0.5</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Uv K<sup>+</sup>, mmol/L</td>
<td valign="top" align="center">4.4 (4.3&#x2013;4.8)</td>
<td valign="top" align="center">4.4 (4.2&#x2013;4.7)</td>
<td valign="top" align="center">0.381</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Uv Na<sup>+</sup>, mmol/L</td>
<td valign="top" align="center">134 (133&#x2013;136)</td>
<td valign="top" align="center">134 (133&#x2013;135)</td>
<td valign="top" align="center">0.439</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Uv Cl<sup>&#x2014;</sup>, mmol/L</td>
<td valign="top" align="center">104.6 &#xb1; 1.8</td>
<td valign="top" align="center">104 &#xb1; 2</td>
<td valign="top" align="center">0.066</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">&#x2212;0.04 to 1.3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Uv Ca<sup>2+</sup>, mmol/L</td>
<td valign="top" align="center">1.47 &#xb1; 0.08</td>
<td valign="top" align="center">1.48 &#xb1; 0.08</td>
<td valign="top" align="center">0.587</td>
<td valign="top" align="center">&#x2212;0.01</td>
<td valign="top" align="center">&#x2212;0.03 to 0.02</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Umbilical arterial (Ua)</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ua lactate, mmol/L</td>
<td valign="top" align="center">4.3 &#xb1; 1.8</td>
<td valign="top" align="center">4.0 &#xb1; 1.4</td>
<td valign="top" align="center">0.224</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x2212;0.2 to 0.9</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ua glucose, mmol/L</td>
<td valign="top" align="center">5.0 &#xb1; 1.1</td>
<td valign="top" align="center">4.8 &#xb1; 1.1</td>
<td valign="top" align="center">0.263</td>
<td valign="top" align="center">0.2</td>
<td valign="top" align="center">&#x2212;0.2 to 0.6</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ua K<sup>+</sup>, mmol/L</td>
<td valign="top" align="center">4.3 (4.1&#x2013;4.6)</td>
<td valign="top" align="center">4.2 (4.1&#x2013;4.5)</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ua Na<sup>+</sup>, mmol/L</td>
<td valign="top" align="center">134 (133&#x2013;136)</td>
<td valign="top" align="center">134 (133&#x2013;135)</td>
<td valign="top" align="center">0.469</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ua Cl<sup>&#x2014;</sup>, mmol/L</td>
<td valign="top" align="center">103.5 &#xb1; 1.9</td>
<td valign="top" align="center">103.1 &#xb1; 1.9</td>
<td valign="top" align="center">0.172</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">&#x2212;0.2 to 1.1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Ua Ca<sup>2+</sup>, mmol/L</td>
<td valign="top" align="center">1.46 (1.4&#x2013;1.5)</td>
<td valign="top" align="center">1.46 (1.43&#x2013;1.49)</td>
<td valign="top" align="center">0.568</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are expressed as median (interquartile range) or mean &#xb1; SD.</p>
</fn>
<fn>
<p>MD, mean difference; CI, confidence interval.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The rate of composite high-risk category II FHR tracings was similar between O<sub>2</sub> and room air groups (48.6% vs 51.4%; RR 0.94, 95% CI 0.68 to 1.32; <italic>p</italic> = 0.735), and there were no differences between the two groups for the individual components of the composite, including baseline bradycardia, minimal or absent variability, recurrent variable decelerations, or recurrent late decelerations (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The total duration of high-risk category II FHR tracings in women was similar between O<sub>2</sub> and room air groups (MD 3.6 minutes, 95% CI &#x2212;9.3 to 16.4; <italic>p</italic> = 0.582) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>The rate and duration of high-risk category ii fetal heart rate (FHR) tracings.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Outcome</th>
<th valign="top" align="center">Oxygen<break/>(n = 70)</th>
<th valign="top" align="center">Room Air<break/>(n = 70)</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
<th valign="top" align="center">MD or RR</th>
<th valign="top" align="center">95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Composite high-risk category II</bold>
</td>
<td valign="top" align="center">34 (48.6%)</td>
<td valign="top" align="center">36 (51.4%)</td>
<td valign="top" align="center">0.735</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.68 to 1.32</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Baseline bradycardia</td>
<td valign="top" align="center">0 (0%)</td>
<td valign="top" align="center">1 (1.4%)</td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center">0.33</td>
<td valign="top" align="center">0.01 to 8.04</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Minimal or absent variability</td>
<td valign="top" align="center">9 (12.9%)</td>
<td valign="top" align="center">8 (11.4)</td>
<td valign="top" align="center">0.796</td>
<td valign="top" align="center">1.13</td>
<td valign="top" align="center">0.46 to 2.75</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Recurrent variable decelerations</td>
<td valign="top" align="center">24 (34.3%)</td>
<td valign="top" align="center">26 (37.1%)</td>
<td valign="top" align="center">0.724</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">0.59 to 1.44</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Recurrent late decelerations</td>
<td valign="top" align="center">10 (14.3%)</td>
<td valign="top" align="center">11 (15.7)</td>
<td valign="top" align="center">0.813</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">0.4 to 2.0</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Duration of high-risk category II</bold>*</td>
<td valign="top" align="center">58.8 &#xb1; 28.5</td>
<td valign="top" align="center">55.2 &#xb1; 25.5</td>
<td valign="top" align="center">0.582</td>
<td valign="top" align="center">3.6</td>
<td valign="top" align="center">&#x2212;9.3 to 16.4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are expressed as number (%) or mean &#xb1; SD.</p>
</fn>
<fn>
<p>RR, relative risk; CI, confidence interval.</p>
</fn>
<fn>
<p>Minimal or absent variability: lasting 40&#xa0;min or more.</p>
</fn>
<fn>
<p>Recurrent decelerations: more than 50% of uterine contractions were accompanied by decelerations for 20&#xa0;min or more.</p>
</fn>
<fn>
<p>*Mean minutes of oxygen group (n = 34) and room air group (n = 36).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>A total of 1,117 molecular features with a weight of 100 to 1,000 Da were extracted (611 in positive mode, 456 in negative mode) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material 3</bold>
</xref>). Prolonged O<sub>2</sub> exposure during labor significantly altered 91 metabolites (38 showed a remarkable increase and 53 were reduced significantly) in the Ua plasma (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The KEGG enrichment analysis found some metabolic or signaling pathways, including tryptophan metabolism, circadian entrainment, riboflavin metabolism, folate biosynthesis, RNA transport, the Ras signaling pathway, the Rap1 signaling pathway, the sulfur relay system, and endocytosis (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material 3</bold>
</xref>). However, we failed to find that O<sub>2</sub> could directly affect these differential metabolites or enrich metabolic or signaling pathways. There was no difference between the O<sub>2</sub> and room air groups in the Ua MDA (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The volcano plot analysis of differential metabolites. Negative ionization mode <bold>(A)</bold> and positive ionization mode <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1204956-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Median umbilical cord arterial malondialdehyde in women randomized to oxygen and room air.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1204956-g002.tif"/>
</fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>Main findings</title>
<p>The present trial was a negative study; it showed that prolonged O<sub>2</sub> exposure did not affect fetal acid&#x2013;base status (Ua lactate) or relieve high-risk category II FHR tracings in normal women during labor. Prolonged O<sub>2</sub> exposure significantly altered some Ua metabolites; however, these alterations were not associated with a unique metabolic or signaling pathway and did not appear to be related to oxidative stress.</p>
</sec>
<sec id="s4_2">
<title>Interpretation</title>
<p>To our knowledge, this is the first randomized trial about intrapartum prolonged O<sub>2</sub> exposure (mean 322&#xa0;min), in contrast to previous studies including Thorp et&#xa0;al. (<xref ref-type="bibr" rid="B5">5</xref>) (mean 45&#xa0;min), Qian et&#xa0;al. (<xref ref-type="bibr" rid="B4">4</xref>) (median 50&#xa0;min), Raghuraman et&#xa0;al. (<xref ref-type="bibr" rid="B6">6</xref>) (median 96&#xa0;min), and Moors et&#xa0;al. (<xref ref-type="bibr" rid="B7">7</xref>) (median 12&#xa0;min). At the long-duration, high-concentration level of O<sub>2</sub>, we did not find a definite harmful effect on fetal Ua lactate, which was more sensitive and specific than Ua pH; however, we still could not demonstrate any benefit in improving FHR tracings. At present, there are only six RCTs that addressed maternal O<sub>2</sub> administration during labor; most of the trials were negative studies that failed to prove that O<sub>2</sub> was superior to room air (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). Only two studies reported that O<sub>2</sub> was associated with lower Ua pH or more Ua pH less than 7.2 events (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B8">8</xref>), and one study showed O<sub>2</sub> relieved suspicious or abnormal FHR tracings (<xref ref-type="bibr" rid="B7">7</xref>). Recent systematic reviews with moderate heterogeneity showed no association between maternal O<sub>2</sub> administration and a clinically relevant improvement in Ua pH or other fetal outcomes during labor or a scheduled caesarean section (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>As most of the previous studies were negative, we used a more discriminating metabolomic approach in this secondary analysis. We found 38 metabolites showed a remarkable increase, and 53 metabolites were significantly reduced in the Ua plasma after prolonged O<sub>2</sub> exposure. The primarily enriched pathways were not unique; they were tryptophan metabolism, riboflavin metabolism, folate biosynthesis, RNA transport, the Ras signaling pathway, the Rap1 signaling pathway, etc. However, O<sub>2</sub> might not be directly related to these 91 differential metabolites or enriched metabolic or signaling pathways. Theoretically, prolonged O<sub>2</sub> exposure may lead to increased maternal and fetal free radical activity (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). In this analysis, these metabolites (100 to 1,000 Da) or pathways did not appear to be related to oxidative stress, and there was also no difference between the O<sub>2</sub> and room air groups in the Ua MDA (72 Da), which was the most studied marker in trials. It is thought that hyperoxia can cause maternal oxidative stress, which is controversial in the fetus. The recent systematic review showed O<sub>2</sub> was associated with an increase in maternal MDA level but no significant difference in the Ua MDA level (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>The theoretical basis of intrapartum O<sub>2</sub> inhalation was that O<sub>2</sub> supplementation might be helpful in improving fetal O<sub>2</sub> content (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Generally, maternal arterial PO<sub>2</sub> is about 100 to 110 mmHg, and it will drop to 40 to 50 mmHg in the intervillous space (<xref ref-type="bibr" rid="B20">20</xref>). O<sub>2</sub> can enter the fetus through the placental barrier (vasculo-syncytial membrane, VSM) by simple diffusion, and fetal Uv PO<sub>2</sub> is about 28 mmHg (<xref ref-type="bibr" rid="B20">20</xref>). Previous studies showed that five minutes of breathing 50% O<sub>2</sub> increased maternal arterial PO<sub>2</sub> over 200 mmHg and breathing 100% O<sub>2</sub> increased it over 300 mmHg (<xref ref-type="bibr" rid="B21">21</xref>). Numerous animal and human studies have demonstrated that maternal O<sub>2</sub> administration leads to an increase in fetal oxygenation and amelioration of abnormal FHR patterns (<xref ref-type="bibr" rid="B1">1</xref>). In non-human primates, James et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>) indicated that fetal hypoxia was the major cause of late deceleration, which could be addressed by increasing fetal PO<sub>2</sub>. In patients with non-reassuring FHR patterns during labor, Haydon et&#xa0;al. (<xref ref-type="bibr" rid="B23">23</xref>) showed that O<sub>2</sub> inhalation (40 and 100% FiO<sub>2</sub>) increased fetal O<sub>2</sub> saturation substantially, as determined by fetal pulse oximetry. A Cochrane Review reported a very low quality of evidence that women receiving supplementary O<sub>2</sub> had a higher mean UvPO<sub>2</sub> than participants who received room air for cesarean section during regional anesthesia (<xref ref-type="bibr" rid="B19">19</xref>). However, none of the RCTs so far have found that maternal O<sub>2</sub> administration can increase fetal O<sub>2</sub> content, neither at low nor high concentrations of O<sub>2</sub> nor for a short or long period of O<sub>2</sub> exposure. Maternal arterial blood has a limited capacity to carry O<sub>2.</sub> When maternal PO<sub>2</sub> is over 150 mmHg, the hemoglobin will be saturated, and excess O<sub>2</sub> can only be transported by an inefficient mode of transportation, physical dissolution (0.03&#xa0;ml O<sub>2</sub> per 1 mmHg) (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). In addition, O<sub>2</sub> overdoses have been found to cause maternal adverse events, including cardiac hemodynamics and oxidative stress (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). In clinical practice, the current widespread use of O<sub>2</sub> should be limited, especially in nonhypoxemic pregnant women. We do not seek to reach a conclusive recommendation regarding O<sub>2</sub> exposure due to the heterogeneity of the study results. For future research, although most RCTs are negative studies, it is inconceivable that supra-physiological O<sub>2</sub> would not affect the maternal&#x2013;fetal interface. Understanding the cellular and molecular alterations in the VSM may improve our understanding of maternal&#x2013;fetal material exchange.</p>
</sec>
<sec id="s4_3">
<title>Limitations</title>
<p>This RCT has several important limitations. First, the sample size of the trial was small; the study included 140 participants and found no differences between the two groups in the Ua lactate (MD 0.3 mmol/L, 95% CI &#x2212;0.2 to 0.9). To detect the 0.3 mmol/L difference in Ua lactate with 80% power and a 2-sided test of 0.05, we estimated that 450 women were needed in each group. Second, the main outcomes were not patient-relevant end points (<xref ref-type="bibr" rid="B28">28</xref>). The Ua lactate was only a laboratory finding, which was an effective way to measure fetal acidosis but limited in the prediction of hypoxic ischemic encephalopathy (HIE) (<xref ref-type="bibr" rid="B13">13</xref>). The intrapartum FHR monitoring was a subjective test with poor interobserver reliability (<xref ref-type="bibr" rid="B15">15</xref>). To detect the difference in HIE, about 11,000 participants would be required. Third, the results of the Ua metabolite analysis were questionable. Although some differential metabolites were identified between the two groups, we did not find that O<sub>2</sub> could directly affect these metabolites through a literature search. The KEGG enrichment analysis revealed some potential metabolic or signaling pathways, but these pathways were not unique or unrelated to each other. The results might suggest that maternal hyperoxia had little effect on fetal metabolic status or that this analysis of metabonomics was spurious due to the heterogeneity of the small sample size. Fourth, the applicability of our study was low; the trial focused on changes in normoxia with further O<sub>2</sub> administration but did not consider the effects of administering hyperoxia under hypoxic conditions. Maternal O<sub>2</sub> during labor was usually administered to the fetus under hypoxic conditions; however, this trial did not include any high-risk fetuses with intrauterine asphyxia, abnormal FHR tracings, fetal growth restriction, etc.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>We conclude that prolonged intrapartum O<sub>2</sub> exposure in normal labor does not affect either the Ua lactate or high-risk category II FHR tracings. This way of administering O<sub>2</sub> might result in alterations to the Ua metabolic profile, and these alterations did not appear to be related to oxidative stress.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: OMIX004347 (OMIX, bioproject PRJCA017707; <uri xlink:href="https://ngdc.cncb.ac.cn/omix/release/OMIX004347">https://ngdc.cncb.ac.cn/omix/release/OMIX004347</uri>).</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The study was approved by the human research ethics committees at the Sixth Medical Center (20/1/19) and Seventh Medical Center of the Chinese PLA General Hospital (20/1/19) and the PLA Strategic Support Force Characteristic Medical Center (18/2/20). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>FC: conceptualization, methodology, investigation, writing-original draft, writing-review and editing, and visualization. TD and YL: data analysis, writing-original draft, and writing-review and editing. LZ: writing-original draft review and editing. LC and WJ: conceptualization, methodology, and writing-original draft. YZ and YC: conceptualization, methodology, investigation, writing-original draft, writing-review and editing, visualization, and funding acquisition. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by a grant from the Chinese PLA General Hospital (Grant No. 2019YH27) and a grant from the Beijing Municipal Science and Technology Commission (Grant No. Z181100001718004).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We acknowledge the research nurses and research midwives from our department for their efforts.</p>
</ack>
<sec id="s10" 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="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" 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/fendo.2023.1204956/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fendo.2023.1204956/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.doc" id="SM1" mimetype="application/msword"/>
<supplementary-material xlink:href="DataSheet_2.pdf" id="SM2" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet_3.zip" id="SM3" mimetype="application/zip"/>
<supplementary-material xlink:href="Image_1.jpeg" id="SF1" mimetype="image/jpeg"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>ACOG, American College of Obstetricians and Gynecologists; CI, Confidence interval; FHR, fetal heart rate; FiO<sub>2</sub>, fraction of inspired O<sub>2</sub>; HIE, hypoxic ischemic encephalopathy; MDA, malondialdehyde; MD, mean difference; O<sub>2</sub>, Oxygen; PO<sub>2</sub>, partial pressure of oxygen; PCO<sub>2</sub>, partial pressure of carbon dioxide; PLS-DA, partial least squares discriminant analysis; PCA, principal components analysis; RCT, randomized controlled trial; RR, relative risk; UHPLC-MS, ultra-high performance liquid chromatography-tandem mass spectrometry; Ua, umbilical cord arterial; Uv, umbilical cord venous; VSM, vasculo-syncytial membrane.</p>
</fn>
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