<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d3 20150301//EN" "http://jats.nlm.nih.gov/publishing/1.1d3/JATS-journalpublishing1.dtd">
<article article-type="research-article" dtd-version="1.1d3" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0161546</article-id>
<article-id pub-id-type="publisher-id">PONE-D-16-08851</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Neurochemistry</subject><subj-group><subject>Neurochemicals</subject><subj-group><subject>Oxytocin</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Neuroscience</subject><subj-group><subject>Neurochemistry</subject><subj-group><subject>Neurochemicals</subject><subj-group><subject>Oxytocin</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Hormones</subject><subj-group><subject>Peptide hormones</subject><subj-group><subject>Oxytocin</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Amniotic fluid</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Amniotic fluid</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Physiology</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Amniotic fluid</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Physiology</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Amniotic fluid</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Surgical and invasive medical procedures</subject><subj-group><subject>Obstetric procedures</subject><subj-group><subject>Cesarean section</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Maternal health</subject><subj-group><subject>Birth</subject><subj-group><subject>Labor and delivery</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Obstetrics and gynecology</subject><subj-group><subject>Birth</subject><subj-group><subject>Labor and delivery</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Reproductive system</subject><subj-group><subject>Uterus</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Reproductive system</subject><subj-group><subject>Uterus</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Maternal health</subject><subj-group><subject>Pregnancy</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Obstetrics and gynecology</subject><subj-group><subject>Pregnancy</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Maternal health</subject><subj-group><subject>Birth</subject><subj-group><subject>Postpartum hemorrhage</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Obstetrics and gynecology</subject><subj-group><subject>Birth</subject><subj-group><subject>Postpartum hemorrhage</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Diagnostic medicine</subject><subj-group><subject>Signs and symptoms</subject><subj-group><subject>Hemorrhage</subject><subj-group><subject>Postpartum hemorrhage</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Pathology and laboratory medicine</subject><subj-group><subject>Signs and symptoms</subject><subj-group><subject>Hemorrhage</subject><subj-group><subject>Postpartum hemorrhage</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Vascular medicine</subject><subj-group><subject>Hemorrhage</subject><subj-group><subject>Postpartum hemorrhage</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>People and places</subject><subj-group><subject>Geographical locations</subject><subj-group><subject>Europe</subject><subj-group><subject>Switzerland</subject></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Lactate in Amniotic Fluid: Predictor of Labor Outcome in Oxytocin-Augmented Primiparas’ Deliveries</article-title>
<alt-title alt-title-type="running-head">Lactate in Amniotic Fluid: A Predictor of Labor Outcome</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-4835-9616</contrib-id>
<name name-style="western">
<surname>Wiberg-Itzel</surname>
<given-names>Eva</given-names>
</name>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Pembe</surname>
<given-names>Andrea B.</given-names>
</name>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Järnbert-Pettersson</surname>
<given-names>Hans</given-names>
</name>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Norman</surname>
<given-names>Margareta</given-names>
</name>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Wihlbäck</surname>
<given-names>Anna-Carin</given-names>
</name>
<xref ref-type="aff" rid="aff004"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Hoesli</surname>
<given-names>Irene</given-names>
</name>
<xref ref-type="aff" rid="aff005"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Todesco Bernasconi</surname>
<given-names>Monya</given-names>
</name>
<xref ref-type="aff" rid="aff006"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Azria</surname>
<given-names>Elie</given-names>
</name>
<xref ref-type="aff" rid="aff007"><sup>7</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Åkerud</surname>
<given-names>Helena</given-names>
</name>
<xref ref-type="aff" rid="aff008"><sup>8</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Darj</surname>
<given-names>Elisabet</given-names>
</name>
<xref ref-type="aff" rid="aff008"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff009"><sup>9</sup></xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Department of Clinical Science and Education, Karolinska Institute, Soder Hospital, Stockholm, Sweden</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Karolinska Institute, Danderyd Hospital, Stockholm, Sweden</addr-line></aff>
<aff id="aff004"><label>4</label> <addr-line>Umea University, Umea, Sweden</addr-line></aff>
<aff id="aff005"><label>5</label> <addr-line>University of Basel, Basel, Switzerland</addr-line></aff>
<aff id="aff006"><label>6</label> <addr-line>Kantonsspital, Aarau, Switzerland</addr-line></aff>
<aff id="aff007"><label>7</label> <addr-line>Hospital Bichat Claude Bernard, Paris, France</addr-line></aff>
<aff id="aff008"><label>8</label> <addr-line>KBH, Uppsala University, Uppsala, Sweden</addr-line></aff>
<aff id="aff009"><label>9</label> <addr-line>Norwegian University of Sciences and Technology, Trondheim, Norway</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Sun</surname>
<given-names>Kang</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Shanghai Jiao Tong University, CHINA</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>EWI originally was one of the owners of the patent for the lactate measurement device used in this study. All patent rights were then transferred to ObsteCare AB, and EWI no longer is the patent owner. EWI received in early 2000 a small number of shares in ObsteCare AB, a commercial company that may use the results of this study commercially in the future. Over the past ten years, none of the authors has received any equity, promise of employment or consultancy, or a named position on a company board. None of the authors has been asked by any organisation to write, be named in, or to submit the paper. This does not alter our adherence to all the PLOS ONE policies on sharing data and materials.</p>
</fn>
<fn fn-type="con">
<p><list list-type="simple"> <list-item><p><bold>Conceived and designed the experiments:</bold> EWI ABP HJP MN A-CW IH MTB EA HÅ ED.</p></list-item> <list-item><p><bold>Performed the experiments:</bold> EWI ABP MN A-CW IH MTB EA HÅ ED.</p></list-item> <list-item><p><bold>Analyzed the data:</bold> EWI HJP.</p></list-item> <list-item><p><bold>Contributed reagents/materials/analysis tools:</bold> EWI HJP.</p></list-item> <list-item><p><bold>Wrote the paper:</bold> EWI ABP MN A-CW IH MTB EA HÅ ED.</p></list-item></list></p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">eva@itzel.eu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>10</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>11</volume>
<issue>10</issue>
<elocation-id>e0161546</elocation-id>
<history>
<date date-type="received">
<day>1</day>
<month>3</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>8</day>
<month>8</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-year>2016</copyright-year>
<copyright-holder>Wiberg-Itzel et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-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/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0161546"/>
<abstract>
<sec id="sec001">
<title>Background</title>
<p>One of the major complications related to delivery is labor dystocia, or an arrested labor progress. Many dystocic deliveries end vaginally after administration of oxytocin, but a large numbers of women with labor dystocia will undergo a long and unsafe parturition. As a result of the exertion required in labor, the uterus produces lactate. The uterine production of lactate is mirrored by the level of lactate in amniotic fluid (AFL).</p>
</sec>
<sec id="sec002">
<title>Objectives</title>
<p>To evaluate whether the level of AFL, analysed in a sample of amniotic fluid collected vaginally at arrested labor when oxytocin was needed, could predict labor outcome in nulliparous deliveries.</p>
</sec>
<sec id="sec003">
<title>Methods</title>
<p>A prospective multicentre study including 3000 healthy primiparous women all with a singleton pregnancy, gestational age 37 to 42 weeks and no maternal /fetal chronic and/or pregnancy-related conditions. A spontaneous onset of labor, regular contractions and cervical dilation ≥ 3 cm were required before the women were invited to take part in the study.</p>
</sec>
<sec id="sec004">
<title>Results</title>
<p>AFL, analysed within 30 minutes before augmentation, provides information about delivery outcome. Sensitivity for an acute cesarean section according to high (≥10.1mmol/l) or low (&lt; 10.1mmol/l) AFL values was 39.0% (95% CI; 27–50), specificity 90.3% (95% CI; 87–93) PPV 37.3% (95% CI; 27–48) and NPV was 91.0% (95% CI; 88–93). The overall percentage of correct predictions of delivery outcome when the AFL level was used was 83.7%. Deliveries with a high AFL-level correlated with delivery time &gt;12h (p = 0.04), post-partum fever (&gt;38°C, p = 0.01) and post-partum haemorrhage &gt;1.5L (p = 0.04).</p>
</sec>
<sec id="sec005">
<title>Conclusion</title>
<p>The AFL is a good predictor of delivery outcome in arrested nulliparous deliveries. Low levels of AFL may support the decision to continue a prolonged vaginal labor by augmentation with oxytocin. A high level of AFL correlates with operative interventions and post-partum complications.</p>
</sec>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/100000865</institution-id>
<institution>Bill and Melinda Gates Foundation</institution>
</institution-wrap>
</funding-source>
<award-id>grand challange exploration round 6</award-id>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-4835-9616</contrib-id>
<name name-style="western">
<surname>Wiberg-Itzel</surname>
<given-names>Eva</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award002">
<funding-source>
<institution>Engqvist's memorial fund</institution>
</funding-source>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-4835-9616</contrib-id>
<name name-style="western">
<surname>Wiberg-Itzel</surname>
<given-names>Eva</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award003">
<funding-source>
<institution>Johan and Jacob Soderberg's foundation</institution>
</funding-source>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-4835-9616</contrib-id>
<name name-style="western">
<surname>Wiberg-Itzel</surname>
<given-names>Eva</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>The study was funded by “The Bill and Melinda Gates Foundation,” Grand Challenge Exploration round 6. Further funders were Engqvist's Memorial Fund (Sweden) and the Johan and Jacob Söderberg Foundation (Sweden). The sponsors had no role in the design of the analysis, interpretation of the results, writing the report, or the decision to submit the manuscript for publication. The corresponding author had final responsibility for the decision to submit for publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="4"/>
<page-count count="13"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information file.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec006" sec-type="intro">
<title>Introduction</title>
<p>Women are suffering high levels of morbidity as a result of a prolonged labor [<xref ref-type="bibr" rid="pone.0161546.ref001">1</xref>–<xref ref-type="bibr" rid="pone.0161546.ref005">5</xref>]. The most common solution for a dystocic delivery is a caesarean section. This method of delivery raises concerns not only regarding risks of complications for the current delivery, but also for future deliveries [<xref ref-type="bibr" rid="pone.0161546.ref006">6</xref>–<xref ref-type="bibr" rid="pone.0161546.ref008">8</xref>]. A more restrictive approach is therefore desirable, especially in deliveries of nulliparous women.</p>
<p>For labor to end successfully, the uterus needs to produce strong, coordinated and effective contractions. Under exertion, lactic acid is produced by glycolysis in all human cells. Glycolysis mainly occurs under hypoxic conditions; but the uterus is highly glycolytic and produces lactate even under normoxic conditions [<xref ref-type="bibr" rid="pone.0161546.ref009">9</xref>–<xref ref-type="bibr" rid="pone.0161546.ref011">11</xref>]. Repeated transient hypoxia is a normal feature of labor as the uterine vessels are occluded during each contraction [<xref ref-type="bibr" rid="pone.0161546.ref009">9</xref>–<xref ref-type="bibr" rid="pone.0161546.ref011">11</xref>]. Lactate will be produced and the levels of pH in the tissue will decrease. Decreasing pH leads to intracellular acidification and an inhibition of the Ca<sup>2+</sup> channels in the myometrial cells [<xref ref-type="bibr" rid="pone.0161546.ref012">12</xref>]. A decreased inflow of Ca<sup>2+</sup> into the muscle means that the contraction will be weaker and consequently less effective [<xref ref-type="bibr" rid="pone.0161546.ref009">9</xref>, <xref ref-type="bibr" rid="pone.0161546.ref010">10</xref>]. New studies show a significant correlation between lactate production, hypoxia and the effect of oxytocin [<xref ref-type="bibr" rid="pone.0161546.ref013">13</xref>–<xref ref-type="bibr" rid="pone.0161546.ref015">15</xref>]. This is an important interaction if labor is to end normally. The level of lactate has been recognized as a factor in uterine activity and pathophysiological processes during labor [<xref ref-type="bibr" rid="pone.0161546.ref013">13</xref>–<xref ref-type="bibr" rid="pone.0161546.ref015">15</xref>].</p>
<p>A partogram should be used to facilitate early detection of poor progress of labor [<xref ref-type="bibr" rid="pone.0161546.ref016">16</xref>–<xref ref-type="bibr" rid="pone.0161546.ref020">20</xref>]. If poor progress is confirmed, oxytocin is suggested for augmentation. Indeed, responses to the administration of oxytocin are variable, and many labors diagnosed as dystocic will be long, painful and unsafe, as the use of oxytocin does not guarantee vaginal delivery, i.e. labor dystocia occurs despite adequate stimulation with oxytocin. A reasonable assumption is that increased knowledge of uterine activity and pathophysiological processes will be the key to the ability to improve the treatment of dysfunctional labors [<xref ref-type="bibr" rid="pone.0161546.ref013">13</xref>–<xref ref-type="bibr" rid="pone.0161546.ref015">15</xref>].</p>
<p>A close correlation has been described between lactate produced by the uterine unit and the level of lactate in amniotic fluid (AFL) [<xref ref-type="bibr" rid="pone.0161546.ref021">21</xref>]. High levels of AFL are shown to be over-represented in dystocic deliveries compared to deliveries with a normal progress of labor [<xref ref-type="bibr" rid="pone.0161546.ref021">21</xref>–<xref ref-type="bibr" rid="pone.0161546.ref025">25</xref>]. A new, non-invasive method has been developed that makes it possible to detect the AFL level in a small sample of amniotic fluid collected from the vaginal pouch and analysed at the bedside in the delivery room. Levels of AFL can be measured immediately and an answer provided within 15 seconds [<xref ref-type="bibr" rid="pone.0161546.ref021">21</xref>–<xref ref-type="bibr" rid="pone.0161546.ref025">25</xref>].</p>
<p>The aim of this study was to evaluate whether the AFL-level, analysed in a sample of amniotic fluid collected at arrested labor when oxytocin was needed, could predict labor outcome in nulliparous deliveries.</p>
</sec>
<sec id="sec007" sec-type="materials|methods">
<title>Method</title>
<p>A prospective multicentre trial was performed in delivery wards in Sweden, Switzerland, France and Tanzania between 2010 and 2014. Frequencies of included deliveries and operative interventions per country are presented in Figs <xref ref-type="fig" rid="pone.0161546.g001">1</xref> and <xref ref-type="fig" rid="pone.0161546.g002">2</xref>.</p>
<fig id="pone.0161546.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.g001</object-id>
<label>Fig 1</label>
<caption>
<title/>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.g001" xlink:type="simple"/>
</fig>
<fig id="pone.0161546.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.g002</object-id>
<label>Fig 2</label>
<caption>
<title/>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.g002" xlink:type="simple"/>
</fig>
<p>Nulliparous women in active labor at the selected study locations were invited to take part in the study. Inclusion criteria were: a singleton pregnancy, gestational age between 37–42 weeks, no maternal /fetal chronic and/or pregnancy-related conditions. A spontaneous onset of labor, regular contractions and cervical dilation of at least 3 cm were required before the women were invited to take part in the study. A group of midwives and medical doctors at each clinic assisted with data collection and with enrolling women into the study. For all included deliveries a partogram was recorded to monitor the progress of labor. Included clinics used different alert lines of the partogram, but two criteria for labor dystocia were defined: if cervical dilation crossed the action line in the partogram or if labor progress was arrested for two hours or more. Oxytocin was administered according to local clinical guidelines, but the amount of oxytocin added to the infusion did not differ between clinics. A flowchart of the study design is presented in <xref ref-type="fig" rid="pone.0161546.g003">Fig 3</xref>.</p>
<fig id="pone.0161546.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.g003</object-id>
<label>Fig 3</label>
<caption>
<title/>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.g003" xlink:type="simple"/>
</fig>
<p>Obstetric background data, delivery data and AFL values from all deliveries included were reported in a shared internet database completed by a local research midwife. The database was password protected and encrypted. All personal data was encoded, so that individuals could not be identified in the analysis.</p>
<p>Three small samples (50ul) of amniotic fluid (AF) were collected: at the first vaginal examination or when the membranes had been broken, before augmentation with oxytocin and at the time of delivery. If no spontaneously flowing AF was available, a small single-use catheter was used. Previous studies have shown no difference in the value of AFL if AF was flowing spontaneously or collected through a catheter [<xref ref-type="bibr" rid="pone.0161546.ref022">22</xref>]. Amniotomy for augmentation was permitted according to the protocol of the hospital, but not for the sole purpose of obtaining AF for the study.</p>
<p>A device (LMU061, ObsteCare AB, Sweden) adapted for measurement of lactate in amniotic fluid, automatically calibrated at measurement to ensure optimal measurements performance, was available in every delivery ward of the participating hospitals [<xref ref-type="bibr" rid="pone.0161546.ref022">22</xref>]. The device measured lactate concentration in AF with a coefficient of variation of approximately 3% at a lactate concentration of 11mmol/l. The lactate recognition system was based on lactate oxidase with amperometric detection of the enzymatically produced hydrogen peroxide [<xref ref-type="bibr" rid="pone.0161546.ref022">22</xref>].</p>
<p>To investigate the influence of meconium in AF, 10 mL of non-meconium-stained AF was mixed with 2, 4, or 6 mL of meconium. The concentration of lactate in AF was then analysed at regular intervals. The analysed levels of lactate were approximately the same throughout the experiment [<xref ref-type="bibr" rid="pone.0161546.ref022">22</xref>]. Similar tests were performed with a mixture of blood and amniotic fluid. The test showed that the concentration of lactate in AF could be affected by a high concentration of blood. Amniotic fluid samples tinged with a high degree of blood (≥ 10%) have therefore been removed from the analysis.</p>
<p>The AFL was analysed immediately by a research midwife. The result was delivered within 15 seconds, blinded and stored in the device, and not communicated until after delivery. The Apgar score at 1 and 5 minutes after delivery was determined by the midwife in charge.</p>
<p>A monthly quality check of the lactate measurement devices used in the study was made by an external company (Equalis AB, Uppsala, Sweden) that sent an unknown standard solution of lactate for analysis to all included delivery wards. The results were compiled for all analysers and presented monthly by the company. No significant differences were shown between the analytic results of the devices during study time.</p>
<sec id="sec008">
<title>Statistical analysis</title>
<p>To detect a difference of at least 15 percentage units in the proportions of cesaeren sections between high/low AFL levels, with 83% power, we needed to include 160 deliveries with low (&lt; 10.1 mmol/l) and 80 with high (≥ 10.1 mmol/l) AFL values. We assumed that at least 50% of the women included would receive oxytocin, and of these 15% would have a high AFL value, which implied that a minimum of 1444 (160/0.85+80/0.15)/0.5) deliveries had to be included in the study. The recruitment goal was then set at 3000 to allow for missing data or missing AFL samples. Differences among groups defined by operative delivery were tested by ANOVA for continuous variables and chi-square tested for categorical variables. The cut-off value of AFL was set at ≥10.1 mmol/L. This was in line with earlier publications where an increased frequency of operative intervention has been seen in deliveries with an AFL value ≥ 10.1 mmol/L [<xref ref-type="bibr" rid="pone.0161546.ref022">22</xref>–<xref ref-type="bibr" rid="pone.0161546.ref024">24</xref>].To evaluate the predictive capabilities of AFL, sensitivity, specificity, positive (PPV), negative (NPV) predictive values for operative intervention were calculated with 95% confidence intervals (CI). Logistic regression was used to study the association between operative interventions and each of the independent factors: maternal age, education, gestational age, fetal presentation, latent phase duration, use of epidural anesthesia (EDA), AFL, and country of delivery [<xref ref-type="bibr" rid="pone.0161546.ref025">25</xref>]. Our model strategy was as follows: first, unadjusted associations with each factor were studied; second, the adjusted association with respect to the risk factors measured was studied in a multivariable model with all factors included; third, a subgroup analysis was performed to study whether the operative interventions differed between those with high and low AFL with respect to the levels of the other factors. An interaction term between AFL and each of the factors was added to the adjusted model (sequentially). P-values &lt; 0.05 were regarded as statistically significant. Analyses were performed using IBM SPSS 22 (SPSS Inc. Chicago, Illinois, USA).</p>
<p>The study was approved by the regional ethics committee at Karolinska Institutet, Stockholm (2010/199-31/1). All the clinics involved added a local addendum from their ethics committee to the original ethical authorisation. Written informed consent was obtained from all the women before inclusion in the study.</p>
</sec>
</sec>
<sec id="sec009" sec-type="results">
<title>Results</title>
<p>A total of 3000 deliveries were included in the study. However, 703 mostly African women were subsequently excluded due to failure to meet the inclusion criteria. This was something detected after enrolment, and most common reason was that they were not primiparas or was not completely healthy (<xref ref-type="fig" rid="pone.0161546.g003">Fig 3</xref>, flow chart). <xref ref-type="table" rid="pone.0161546.t001">Table 1</xref> describes demographic data for the entire study population according to nationality. The African women were younger and less educated than the other participants; their pregnancies were shorter, and African new-borns were smaller at delivery.</p>
<table-wrap id="pone.0161546.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.t001</object-id>
<label>Table 1</label> <caption><title>Maternal and fetal background data presented per country for deliveries with a sample of amniotic fluid collected at the time of labor.</title> <p>Data are presented as numbers (%) or mean (SD) n = 2049.</p></caption>
<alternatives>
<graphic id="pone.0161546.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Characteristic</th>
<th align="left">Sweden (n = 1415)</th>
<th align="left">Switzerland (n = 278)</th>
<th align="left">France (n = 40)</th>
<th align="left">Tanzania (n = 316)</th>
<th align="left">P-value<xref ref-type="table-fn" rid="t001fn001">*</xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Maternal</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Age (years)</td>
<td align="left">30.6 (4.8)</td>
<td align="left">29.8 (4.7)</td>
<td align="left">29.3 (4.1)</td>
<td align="left">24.0 (5.2)</td>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t001fn001">*</xref></td>
</tr>
<tr>
<td align="left">Smoker (%)</td>
<td align="left">200 (14.3)</td>
<td align="left">42 (15.9)</td>
<td align="left">9 (22.5)</td>
<td align="left">Missing <xref ref-type="table-fn" rid="t001fn002">^</xref></td>
<td align="left">0.4</td>
</tr>
<tr>
<td align="left">Education High<xref ref-type="table-fn" rid="t001fn003">**</xref> (%)</td>
<td align="left">1302 (92.0)</td>
<td align="left">204 (73.4)</td>
<td align="left">35 (89.7)</td>
<td align="left">42 (13.3)</td>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t001fn001">*</xref></td>
</tr>
<tr>
<td align="left"><bold>Fetal</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Gestational age (days)</td>
<td align="left">281 (7.3)</td>
<td align="left">279 (7.0)</td>
<td align="left">279 (6.3)</td>
<td align="left">273 (8.8)</td>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t001fn001">*</xref></td>
</tr>
<tr>
<td align="left">Gender of the fetus (Boys %)</td>
<td align="left">712 (50.4)</td>
<td align="left">138 (49.6)</td>
<td align="left">23 (59.0)</td>
<td align="left">164 (51.9)</td>
<td align="left">0.9</td>
</tr>
<tr>
<td align="left">Fetal weight (g)</td>
<td align="left">3592 (445)</td>
<td align="left">3394 (410)</td>
<td align="left">3410 (377)</td>
<td align="left">3085 (406)</td>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t001fn001">*</xref></td>
</tr>
<tr>
<td align="left">Fetal height (cm)</td>
<td align="left">51.0 (1.9)</td>
<td align="left">50.1 (2.0)</td>
<td align="left">50.3 (1.7)</td>
<td align="left">Missing <xref ref-type="table-fn" rid="t001fn002">^</xref></td>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t001fn001">*</xref></td>
</tr>
<tr>
<td align="left">Head circumference (cm)</td>
<td align="left">35.0 (1.4)</td>
<td align="left">34.9 (1.3)</td>
<td align="left">34.8 (1.3)</td>
<td align="left">Missing <xref ref-type="table-fn" rid="t001fn002">^</xref></td>
<td align="left">0.6</td>
</tr>
<tr>
<td align="left">Presentation (Occiput posterior %)</td>
<td align="left">89 (6.3)</td>
<td align="left">49 (17.7)</td>
<td align="left">1 (2.6)</td>
<td align="left">20 (9.2)</td>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t001fn001">*</xref></td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>*P -Values&lt;0.05 were considered statistically significant</p></fn>
<fn id="t001fn002"><p>^ Not presented in Tanzanian deliveries</p></fn>
<fn id="t001fn003"><p>** High education was defined college or more</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Oxytocin was used in 66% (1515/2297) of all deliveries in the study. <xref ref-type="table" rid="pone.0161546.t002">Table 2</xref> presents delivery characteristics in the augmented deliveries where an AF sample was collected within 30 minute before oxytocin was administered (n = 638). In 877 deliveries, a sample of AF was not collected within 30 minutes, and they were excluded from the calculation.</p>
<table-wrap id="pone.0161546.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.t002</object-id>
<label>Table 2</label> <caption><title>Delivery data presented per high/low AFL value at the time of augumentation.</title> <p>Data are presented as numbers (%), n = 638.</p></caption>
<alternatives>
<graphic id="pone.0161546.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Characteristics</th>
<th align="left">AFL&lt;10.1 mmol/l at augumentation (n = 552)</th>
<th align="left">AFL≥10.1 mmol/l at augumentation (n = 86)</th>
<th align="left">p-value<xref ref-type="table-fn" rid="t002fn001">*</xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Inclusion according to country</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.06</td>
</tr>
<tr>
<td align="left">    • Sweden<break/> • Switzerland<break/> • France<break/> • Tanzania</td>
<td align="left">• 385 (69.7)<break/> • 55 (10.0)<break/> • 13 (2.4)<break/> • 99 (17.9)</td>
<td align="left">• 69 (80.2)<break/> • 4 (4.7)<break/> • 4 (4.7)<break/> • 9 (10.4)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">AFL when attending delivery ward</td>
<td align="left"/>
<td align="left"/>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • ≥10.1 mmol/l<break/> • &lt;10.1 mmol/l<break/> • Missing</td>
<td align="left">• 17 (3.1)<break/> • 532 (96.9)<break/> • 3/552 (0.2)</td>
<td align="left">• 63 (73.3)<break/> • 23 (26.7)<break/> • 0</td>
<td align="left"/>
</tr>
<tr>
<td align="left">AFL at delivery</td>
<td align="left"/>
<td align="left"/>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • ≥10.1 mmol/l<break/> • &lt;10.1 mmol/l<break/> • Missing</td>
<td align="left">• 53 (9.7)<break/> • 493 (90.3)<break/> • 6/552 (1.1)</td>
<td align="left">• 63 (73.3)<break/> • 23 (26.7)<break/> • 0</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Latent phase duration &gt; 15h</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.5</td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No<break/> • Missing</td>
<td align="left">• 92 (16.7)<break/> • 459 (83.3)<break/> • 1 (0.2)</td>
<td align="left">• 12 (13.9)<break/> • 74 (86.1)<break/> • 0</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Way of delivery</td>
<td align="left"/>
<td align="left"/>
<td align="left">&lt;0.001<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • Spontaneous vaginal<break/> • Vacuum/forceps<break/> • Emergency cesarean section</td>
<td align="left">• 412 (74.6)<break/> • 90 (16.3)<break/> • 50 (9.1)</td>
<td align="left">• 31 (36.0)<break/> • 23 (26.7)<break/> • 32 (37.3)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Vacuum/forceps delivery due to</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">    • Labor dystocia<break/> • Fetal distress<break/> • Other</td>
<td align="left">• 48 (53.3)<break/> • 32 (35.6)<break/> • 10 (11.1)</td>
<td align="left">• 18 (78.2)<break/> • 5 (21.8)<break/> • 0</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Emergency cesarean section due to</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">    • Labor dystocia<break/> • Fetal distress<break/> • Other</td>
<td align="left">• 38 (76.0)<break/> • 11 (22.0)<break/> • 1 (2.0)</td>
<td align="left">• 27 (84.3)<break/> • 5 (15.7)<break/> • 0</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Labor dystocia according to the partogram</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.008<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • Yes<break/>       ○ Primary<break/>       ○ Secondary<break/> • No</td>
<td align="left">• 406 (73.6)<break/> • 256 (63.5)<break/> • 150 (36.5)<break/> • 146 (26.4)</td>
<td align="left">• 74 (86.0)<break/> • 52 (70.2)<break/> • 22 (29.8)<break/> • 12 (14.0)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Active time of delivery &gt; 12h</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.04<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No</td>
<td align="left">• 124 (22.5)<break/> • 428 (77.5)</td>
<td align="left">• 28 (32.6)<break/> • 58 (67.4)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Use of epidural anaesthesia(EDA)<xref ref-type="table-fn" rid="t002fn002">**</xref></td>
<td align="left"/>
<td align="left"/>
<td align="left">0.007<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No</td>
<td align="left">• 339 (61.4)<break/> • 213 (38.6)</td>
<td align="left">• 65 (75.7)<break/> • 20 (23.3)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Fever &gt;38°C post-delivery</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.01<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No<break/> • Missing</td>
<td align="left">• 37 (8.1)<break/> • 418 (91.9)<break/> • 97/552 (22.1)</td>
<td align="left">• 13 (16.9)<break/> • 64 (83.1)<break/> • 9/86(10.5)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Post-partum hemorrhage &gt;1.5 L</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.04<xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No<break/> • Missing</td>
<td align="left">• 10 (2.3)<break/> • 420 (97.7)<break/> • 122/552 (22.1)</td>
<td align="left">• 5 (6.7)<break/> • 70 (93.3)<break/> • 11/86 (12.8)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Apgar score &lt; 7 at 5 minutes after delivery</td>
<td align="left"/>
<td align="left"/>
<td align="left">0.5</td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No<break/> • Missing</td>
<td align="left">• 13 (2.4)<break/> • 536 (97.6)<break/> • 3 (0.5)</td>
<td align="left">• 1 (1.2)<break/> • 85 (98.8)<break/> • 0</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Ph in arterial cord blood &lt; 7.05 at delivery <xref ref-type="table-fn" rid="t002fn002">**</xref></td>
<td align="left"/>
<td align="left"/>
<td align="left">0.7</td>
</tr>
<tr>
<td align="left">    • Yes<break/> • No<break/> • Missing</td>
<td align="left">• 4 (1.0)<break/> • 406 (99.0)<break/> • 142/552 (25.7)</td>
<td align="left">• 1 (1.5)<break/> • 68 (98.5)<break/> • 17/86 (19.8)</td>
<td align="left"/>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t002fn001"><p>*P -Values&lt;0.05 were considered statistically significant</p></fn>
<fn id="t002fn002"><p>** Not used in Tanzanian deliveries</p></fn>
</table-wrap-foot>
</table-wrap>
<p>In the augmented deliveries the spontaneous vaginal delivery rate was 69.4% (443/638). 75.2% (480/638) of them were diagnosed with labor dystocia according to the partogram, and 64.2% (308/480) of deliveries with labor dystocia arrested at the first stage of labor. 23.8% (152/638) of the augmented deliveries had an active period of labor for more than 12 hours.</p>
<p>Of the new-borns, 2.2% (14/638) had an Apgar score of &lt; 7, at 5 minutes after delivery, and most affected new-borns were seen in Tanzania (3.7% with a low apgar score). One maternal and three fetal deaths occurred in the study, all of them in the Tanzanian group.</p>
<p>Totally, 5418 samples of AF were collected in the study. 1854 of them at the first vaginal examination after the woman attended delivery ward, 1515 prior to augmentation with oxytocin (638 of them within 30 minutes), and 2049 at the time of delivery. Deliveries with AFL ≥ 10.1 mmol/l correlated with an increased frequency of operative intervention (p &lt; 0.001) and with an active time of delivery &gt;12h (p = 0.04). Significantly more epidurals were used in the high AFL group (p = 0.007), and the group also showed a higher incidence of post-partum fever (&gt;38°C, p = 0.01) and post-partum hemorrhage &gt;1.5L (p = 0.04, <xref ref-type="table" rid="pone.0161546.t003">Table 3</xref>).</p>
<table-wrap id="pone.0161546.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.t003</object-id>
<label>Table 3</label> <caption><title>Sensitivity, Specificity, Positive (PPV) and Negative Predictive value (NPV) for operative delivery among 638 deliveries where oxytocin was used and an AF sample was collected within 30 minutes before commencing stimulation with oxytocin.</title> <p>The AFL values were used for predictive purposes.</p></caption>
<alternatives>
<graphic id="pone.0161546.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Predicted</th>
<th align="left" colspan="2">Observed</th>
<th align="left">Total</th>
</tr>
<tr>
<th align="left"/>
<th align="left">Cesarean section</th>
<th align="left">Vaginal delivery</th>
<th align="left"/>
</tr>
</thead>
<tbody>
<tr>
<td align="left">AFL ≥ 10.1 mmol/l</td>
<td align="left">32</td>
<td align="left">54</td>
<td align="left">86</td>
</tr>
<tr>
<td align="left">AFL&lt;10.1 mmol/l</td>
<td align="left">50</td>
<td align="left">502</td>
<td align="left">552</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="left">82</td>
<td align="left">556</td>
<td align="left">638</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p>Sensitivity = 32/82 = 39.0% (95% CI; 27 to 50)</p></fn>
<fn id="t003fn002"><p>Specificity = 502/556 = 90.3% (95% CI; 87 to 93)</p></fn>
<fn id="t003fn003"><p>NPV = 32/86 = 37.3% (95% CI; 27 to 48)</p></fn>
<fn id="t003fn004"><p>PPV = 502/552 = 91.0% (95% CI; 88 to 93)</p></fn>
<fn id="t003fn005"><p>Overall percentage of correct predictions: 83.7% (502 + 32 = 534/638 = 83.7%)</p></fn>
</table-wrap-foot>
</table-wrap>
<p>According to study design AFL-values within the 30 minutes before augmentation were used in our prediction of labor outcome. The sensitivity for a cesarean section according to high/low AFL values was 39%, the specificity 90%, the PPV 37%, and the NPV was 91%. The overall percentage of correct predictions when AFL was used was 84% (<xref ref-type="table" rid="pone.0161546.t003">Table 3</xref>).</p>
<p>High maternal age, gestational age &gt; 41w, occiput posterior presentation of the fetus, the use of EDA, being delivered in Switzerland and an AFL level ≥10.1 mmol/l at the time of augmentation were all associated with an increased likelihood of operative intervention (<xref ref-type="table" rid="pone.0161546.t004">Table 4</xref>).</p>
<table-wrap id="pone.0161546.t004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0161546.t004</object-id>
<label>Table 4</label> <caption><title>Associations between possible risk factors and the risk of an operative intervention.</title> <p>Values are expressed as Odds Ratio (OR) with corresponding 95% confidence intervals (CI). (n = 638).</p></caption>
<alternatives>
<graphic id="pone.0161546.t004g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.t004" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left"><italic>Risk factors for operative intervention during delivery</italic></th>
<th align="left">OR unadjusted(95% CI)</th>
<th align="left">OR adjusted (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Maternal age:</bold> &lt; 30 years vs. &gt;30 years<xref ref-type="table-fn" rid="t004fn004">**</xref></td>
<td align="left">1.9 (1.3 to 2.7)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
<td align="left">1.7 (1.1 to 2.7)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
</tr>
<tr>
<td align="left"><bold>Maternal education:</bold> Low <xref ref-type="table-fn" rid="t004fn001">^</xref> vs. High<xref ref-type="table-fn" rid="t004fn002">^^</xref><xref ref-type="table-fn" rid="t004fn004">**</xref></td>
<td align="left">2.4 (1.5 to 3.7)</td>
<td align="left">0.8 (0.4 to 1.5)</td>
</tr>
<tr>
<td align="left"><bold>Gestational age:</bold> &lt;41+0 weeks vs. &gt;41+0 weeks<xref ref-type="table-fn" rid="t004fn004">**</xref></td>
<td align="left">1.9 (1.3 to 2.9)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
<td align="left">1.8 (1.1 to 3.0)</td>
</tr>
<tr>
<td align="left"><bold>Fetal presentation:</bold> Anterior vs. Posterior</td>
<td align="left">11.6 (5.5 to 24.6)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
<td align="left">9.6 (4.2 to 21.9)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
</tr>
<tr>
<td align="left"><bold>Latent phase:</bold> &lt;15h vs. &gt;15h</td>
<td align="left">1.8 (1.2 to 2.7)</td>
<td align="left">1.5 (0.9 to 2.5)</td>
</tr>
<tr>
<td align="left"><bold>Arrested labor progress according to the partogram:</bold> No vs. Yes</td>
<td align="left">1.9 (1.3 to 3.0)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
<td align="left">1.7 (1.0 to 3.1)</td>
</tr>
<tr>
<td align="left"><bold>Epidural anesthesia:</bold> No vs Yes</td>
<td align="left">3.4 (2.3 to 5.1)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
<td align="left">1.8 (1.1 to 3.1)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
</tr>
<tr>
<td align="left"><bold>AFL &gt; 10.1 mmol/l when oxytocin was initiated:</bold> No vs. Yes</td>
<td align="left">5.2 (3.2 to 8.4)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
<td align="left">4.5 (2.6 to 8.1)<xref ref-type="table-fn" rid="t004fn003">*</xref></td>
</tr>
<tr>
<td align="left"><bold>Countries</bold>: Sweden vs. Switzerland vs. Tanzania vs France</td>
<td align="left">2.3 (1.4 to 4.0)<xref ref-type="table-fn" rid="t004fn003">*</xref>vs. 0.2 (0.1 to 0.5)<xref ref-type="table-fn" rid="t004fn003">*</xref>vs. 1.5 (0.6 to 4.0)</td>
<td align="left">4.2 (2.2 to 8.2)<xref ref-type="table-fn" rid="t004fn003">*</xref> vs. 0.3 (0.1 to 5.1) vs. 1.7 (0.6 to 5.1)</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t004fn001"><p>^ Primary school</p></fn>
<fn id="t004fn002"><p>^^ High school or more</p></fn>
<fn id="t004fn003"><p>*P values&lt;0.05 were considered as statistically significant</p></fn>
<fn id="t004fn004"><p>**All data not available from the African part of the study</p></fn>
</table-wrap-foot>
</table-wrap>
<p>No significant association was indicated between the levels of education, a long latent phase, or labor dystocia according to the partogram.</p>
<p>High AFL value (≥10.1 mmol/l) and occiput posterior presentation of the fetus had the strongest association with operative intervention after adjusting for the other factors (<xref ref-type="table" rid="pone.0161546.t004">Table 4</xref>). No significant interactions between AFL and each of the other eight factors were detected (p &gt; 0.48 for all test of interactions), which implies that the sensitivity for operative intervention among women with a high AFL value (≥ 10.1 mmol/l) was 4.5 times higher compared to women with a low AFL value, irrespective of the levels of the other factors.</p>
</sec>
<sec id="sec010" sec-type="conclusions">
<title>Discussion</title>
<p>This large observational study of healthy nulliparous women from different countries and settings presents a new way of describing labor dystocia. The lactate values in amniotic fluid analysed just before augmentation with oxytocin provides important information about the uterus. Low levels of AFL may support the decision to continue a prolonged vaginal labor by augmentation with oxytocin as the uterus appears to be receptive to augumentation, whereas high levels of AFL indicate a higher risk not only of cesarean section, but also of post-partum complications.</p>
<p>Labor dystocia is a leading indication for cesarean section worldwide [<xref ref-type="bibr" rid="pone.0161546.ref026">26</xref>–<xref ref-type="bibr" rid="pone.0161546.ref031">31</xref>]. Several publications have linked a number of well-known risk factors for an operative intervention among otherwise low-risk women [<xref ref-type="bibr" rid="pone.0161546.ref029">29</xref>–<xref ref-type="bibr" rid="pone.0161546.ref031">31</xref>]. In this work we have studied some of these risk factors, as well as their relation to the metabolic status of the uterus presented as the AFL value. Our results show that AFL is a new predictor of labor outcome in arrested labors. If a high AFL level is present when augmentation starts, the likelihood of an operative intervention increases 4.5 times irrespective of the levels of the other known risk factors (<xref ref-type="table" rid="pone.0161546.t004">Table 4</xref>).</p>
<p>Another very important observation of this study is that the partogram, recommended by the WHO, did not predict labor outcome. More than half of all deliveries in this study were diagnosed as having labor dystocia according to the partogram, whilst over 60% of them ended in a spontaneously vaginal delivery. Our reflection is that deliveries among primiparas may be different from how they were described by Friedman and his co-workers who created the partogram in the 1950s [<xref ref-type="bibr" rid="pone.0161546.ref018">18</xref>, <xref ref-type="bibr" rid="pone.0161546.ref019">19</xref>]. Our message is that whilst the partogram is in every way an important tool for keeping records of activity during childbirth, it is not a useful predictor of delivery outcome [<xref ref-type="bibr" rid="pone.0161546.ref016">16</xref>–<xref ref-type="bibr" rid="pone.0161546.ref020">20</xref>].</p>
<p>A study of AFL was just recently performed at Maternity Hospital, Dublin, Ireland, and presented by Murphy et al [<xref ref-type="bibr" rid="pone.0161546.ref032">32</xref>]. In the Dublin study, the first sample of AFL, when a woman attended the delivery ward, was analysed. They concluded that primarily, high levels of lactate in amniotic fluid in spontaneously laboring; single cephalic, nulliparous womans deliveries is a new and independent predictor of labor disorder and cesarean section [<xref ref-type="bibr" rid="pone.0161546.ref032">32</xref>].</p>
<p>Strength of this project is the understanding why some dystocic deliveries, despite adequate stimulation with oxytocin, do not reach a spontaneous vaginal delivery. It is also a strength that clinics from various settings are included, which makes it possible to confirm that the method of AFL is easy to use, irrespective of geography, culture or clinic size. Some limitations of the study should be noted. As it was not feasible to change clinical guidelines simply for this observational study. Different methods of managing arrested labors were seen in the clinics included, even though the same inclusion criteria were used for the study. The number of deliveries eligible to be included was also limited, due to the strict inclusion criteria: all women included had to be healthy nullipara with a spontaneous onset of labor, in order to avoid bias and interference factors.</p>
<p>The main question in this work is whether the introduction of this new method could help obstetricians/midwives to make a more informed decision in the delivery room. When no information about AFL is available, a good guess would be that arrested delivery will end in a vaginal delivery after a proper administration of oxytocin. If that assumption was correct, the overall percentage of correct classifications of labor outcomes in this study would be 69.4% (<xref ref-type="table" rid="pone.0161546.t004">Table 4</xref>). The sensitivity for an operative delivery would be 0% and the specificity 100%. If the measure of AFL had been used together with the partogram, the overall percentage of correct classifications is better (84%). 39% of the women who had an operative intervention at a later stage would have been identified earlier in the process through their raised AFL levels, hopefully with a higher possibility of avoiding a long and painful parturition. 39% can be perceived as a rather low figure, but in clinical obstetrics of today’s, this prediction cannot be made at all.</p>
<p>The predictive values of AFL may be of more interest for the individual obstetrician/midwife. The NPV imply that more than 90% of cases with a low AFL will have a vaginal delivery. This represents important information. We anticipate that the number of unnecessary cesarean sections in this group can be reduce, as important information about the uterine receptivity to augmentation hopefully lead the to a more individually adapted use of oxytocin and to more normal deliveries. The NPV imply that 37% of deliveries with high AFL would end in an operative intervention. This is also important information for the staff in charge. This is a small group, approximately 15% of the material, but shown to have a higher frequency of complications, probably due to the prolonged time of delivery. This is probably the group described earlier where labor dystocia occurs despite adequate stimulation with oxytocin. By using this new method, very long deliveries can be avoided, caesarean sections that will be carried out can be made at an earlier stage, and postpartum complications will hopefully be reduced. The study has confirmed a new means of classifying dystocic deliveries into an early identification of a normal group with a good receptivity of oxytocin and a possibility of a vaginal delivery after an adequate use of oxytocin, and a group where problems are likely to arise. This is valuable information, especially in countries where referral to a higher level of care may be needed.</p>
<p>One important factor to be taken into consideration is how common an operative intervention is in a specific population. This is problematic as little or no common consensus exists, what labor dystocia really is and how to handle a dystocic delivery. Operative interventions in this study are more common in Switzerland; the predictive value of AFL might therefore be better in this subgroup than among the Tanzanian women, where fewer deliveries end in an operative intervention. On the other hand, more complications such as post-partum infections and post-partum hemorrhages are seen among Tanzanian women in the study. One maternal and three fetal deaths occurred in the Tanzanian group, all of them after extremely long deliveries with high AFL values. AFL is likely to be an even more useful measurement in these settings. The question becomes, whether we are using the correct operative delivery criteria when handling a dystocic delivery. Hopefully this study can help us to reach a new kind of consensus with a reduction in the number of unnecessary operative interventions.</p>
<p><bold>“In conclusion”</bold> we have found that the AFL values collected within 30 minutes of augmentation with oxytocin are an early predictor of labor outcome in dysfunctional primiparous deliveries. Given that today many deliveries are unnecessarily long with risks of increased perinatal morbidity; our findings have important implications for public health.</p>
</sec>
<sec id="sec011">
<title>Supporting Information</title>
<supplementary-material id="pone.0161546.s001" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0161546.s001" xlink:type="simple">
<label>S1 File</label>
<caption>
<title>Dataset A.</title>
<p>(XLSX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>We wish to thank the midwives, students and nursing staff in the different clinics for all their invaluable effort and work. We further would like to thank Marilyn Hedges, Academic Language Centre, Leiden University, the Netherlands, for language editing and Doris Lund-Egloff, Department of LabMed, Karolinska Institutet, Stockholm, Sweden, for practical assistance with the project and the publication.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="pone.0161546.ref001"><label>1</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Filippi</surname> <given-names>V</given-names></name>, <name name-style="western"><surname>Ronsmans</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Campbell</surname> <given-names>OMR</given-names></name>, <etal>et al</etal>. <article-title>Maternal health in poor countries: the broader context and a call for action</article-title>. <source>The Lancet</source>; <volume>368</volume>(<issue>9546</issue>): <fpage>1535</fpage>–<lpage>41</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/S0140-6736(06)69384-7" xlink:type="simple">10.1016/S0140-6736(06)69384-7</ext-link></comment> <object-id pub-id-type="pmid">17071287</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref002"><label>2</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Friberg</surname> <given-names>IK</given-names></name>, <name name-style="western"><surname>Kinney</surname> <given-names>MV</given-names></name>, <name name-style="western"><surname>Lawn</surname> <given-names>JE</given-names></name>, <etal>et al</etal>. <article-title>Sub-Saharan Africa's mothers, newborns, and children: how many lives could be saved with targeted health interventions?</article-title> <source>PLoS Med</source> <year>2010</year>; <volume>7</volume>(<issue>6</issue>): <fpage>e1000295</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1371/journal.pmed.1000295" xlink:type="simple">10.1371/journal.pmed.1000295</ext-link></comment> <object-id pub-id-type="pmid">20574515</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref003"><label>3</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Johns</surname> <given-names>NE</given-names></name>, <name name-style="western"><surname>Lozano</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Wulf</surname> <given-names>S</given-names></name>. <article-title>What's killing mothers and what's killing women? Contextualising maternal conditions in the post-MDG era using the Global Burden of Disease (GBD) Study 2010</article-title>. <source>The Lancet</source>; <volume>381</volume>, <issue>Supplement 2</issue>(0): <fpage>S68</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/s0140-6736(13)61322-7" xlink:type="simple">10.1016/s0140-6736(13)61322-7</ext-link></comment></mixed-citation></ref>
<ref id="pone.0161546.ref004"><label>4</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lozano</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Wang</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Foreman</surname> <given-names>KJ</given-names></name>, <etal>et al</etal>. <article-title>Progress towards Millennium Development Goals 4 and 5 on maternal and child mortality: an updated systematic analysis</article-title>. <source>Lancet</source> <year>2011</year>; <volume>378</volume>(<issue>9797</issue>): <fpage>1139</fpage>–<lpage>65</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/S0140-6736(11)61337-8" xlink:type="simple">10.1016/S0140-6736(11)61337-8</ext-link></comment> <object-id pub-id-type="pmid">21937100</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref005"><label>5</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Thaddeus</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Maine</surname> <given-names>D</given-names></name>. <article-title>Too far to walk: maternal mortality in context</article-title>. <source>Soc Sci Med</source> <year>1994</year>; <volume>38</volume>(<issue>8</issue>): <fpage>1091</fpage>–<lpage>110</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/0277-9536(94)90226-7" xlink:type="simple">10.1016/0277-9536(94)90226-7</ext-link></comment> <object-id pub-id-type="pmid">8042057</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref006"><label>6</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>El-Hamamy</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Arulkumaran</surname> <given-names>S</given-names></name>. <article-title>Poor progress of labour. Current Obstetrics &amp;</article-title> <source>Gynaecology</source>. <year>2005</year>; <volume>15</volume>(<issue>1</issue>):<fpage>1</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/j.curobgyn.2004.09.001" xlink:type="simple">10.1016/j.curobgyn.2004.09.001</ext-link></comment></mixed-citation></ref>
<ref id="pone.0161546.ref007"><label>7</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Villar</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Carroli</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Zavaleta</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Donner</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Wojdyla</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Faundes</surname> <given-names>A</given-names></name>, <etal>et al</etal>. <article-title>Maternal and neonatal individual risks and benefits associated with caesarean delivery: multicentre prospective study</article-title>. <source>Bmj</source>. <year>2007</year>;<volume>335</volume> (<issue>7628</issue>):<fpage>1025</fpage> <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1136/bmj.39363.706956.55" xlink:type="simple">10.1136/bmj.39363.706956.55</ext-link></comment> <object-id pub-id-type="pmid">17977819</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref008"><label>8</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Marshall</surname> <given-names>NE</given-names></name>, <name name-style="western"><surname>Fu</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Guise</surname> <given-names>JM</given-names></name>. <article-title>Impact of multiple cesarean deliveries on maternal morbidity: a systematic review</article-title>. <source>Am J Obstet Gynecol</source>. <year>2011</year>; <volume>205</volume>(<issue>3</issue>):<fpage>262</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/j.ajog.2011.06.035" xlink:type="simple">10.1016/j.ajog.2011.06.035</ext-link></comment> <object-id pub-id-type="pmid">22071057</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref009"><label>9</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Larcombe-McDouall</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Buttell</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Harrison</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>. <article-title>In vivo pH and metabolite changes during a single contraction in rat uterine smooth muscle</article-title>. <source>J Physiol</source>. <year>1999</year> <month>Aug</month> <day>1</day>; <volume>518</volume> (<issue>Pt 3</issue>):<fpage>783</fpage>–<lpage>90</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1111/j.1469-7793.1999.0783p.x" xlink:type="simple">10.1111/j.1469-7793.1999.0783p.x</ext-link></comment> <object-id pub-id-type="pmid">10420014</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref010"><label>10</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Heaton</surname> <given-names>RC</given-names></name>, <name name-style="western"><surname>Taggart</surname> <given-names>MJ</given-names></name>, <name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>. <article-title>The effects of intracellular and extracellular alkalinization on contractions of the isolated rat uterus</article-title>. <source>Pflugers Arch</source>. <year>1992</year> <month>Oct</month>; <volume>422</volume>(<issue>1</issue>):<fpage>24</fpage>–<lpage>30</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1007/bf00381509" xlink:type="simple">10.1007/bf00381509</ext-link></comment> <object-id pub-id-type="pmid">1437523</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref011"><label>11</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Greiss</surname> <given-names>FC</given-names> <suffix>Jr</suffix></name>. <article-title>Effect of labor on uterine blood flow. Observations on gravid ewes</article-title>. <source>Am J Obstet Gynecol</source>, <year>1965</year>, Vol.<volume>93</volume> (7), p.<fpage>917</fpage>–<lpage>923</lpage> <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/0002-9378(65)90150-x" xlink:type="simple">10.1016/0002-9378(65)90150-x</ext-link></comment> <object-id pub-id-type="pmid">5891657</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref012"><label>12</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Shmigol</surname> <given-names>AV</given-names></name>, <name name-style="western"><surname>Smith</surname> <given-names>RD</given-names></name>, <name name-style="western"><surname>Taggart</surname> <given-names>MJ</given-names></name>, <name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Eisner</surname> <given-names>DA</given-names></name>. <article-title>Changes of pH affect calcium currents but not outward potassium currents in rat myometrial cells</article-title>. <source>Pflugers Arch</source>. <year>1995</year> <month>Nov</month>; <volume>431</volume>(<issue>1</issue>):<fpage>135</fpage>–<lpage>7</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1007/bf00374388" xlink:type="simple">10.1007/bf00374388</ext-link></comment> <object-id pub-id-type="pmid">8584412</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref013"><label>13</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Arrowsmith</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Kendrick</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>. <article-title>Drugs acting on the pregnant uterus</article-title>. <source>Obstet Gynaecol Reprod Med</source>. <year>2010</year> <month>Aug</month>; <volume>20</volume>(<issue>8</issue>):<fpage>241</fpage>–<lpage>247</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/j.ogrm.2010.05.001" xlink:type="simple">10.1016/j.ogrm.2010.05.001</ext-link></comment> <object-id pub-id-type="pmid">24443652</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref014"><label>14</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>. <article-title>Insights into the uterus</article-title>. <source>Experimental physiology</source> <year>2007</year>; <volume>92</volume>(<issue>4</issue>): <fpage>621</fpage>- <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1113/expphysiol.2007.038125" xlink:type="simple">10.1113/expphysiol.2007.038125</ext-link></comment> <object-id pub-id-type="pmid">17468199</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref015"><label>15</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Carvajal</surname> <given-names>J</given-names></name>. <article-title>Introduction: myometrial physiology—time to translate?</article-title> <source>Experimental physiology</source> <year>2014</year>; <volume>99</volume>(<issue>3</issue>): <fpage>487</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1113/expphysiol.2013.072819" xlink:type="simple">10.1113/expphysiol.2013.072819</ext-link></comment> <object-id pub-id-type="pmid">24586021</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref016"><label>16</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lavender</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Hart</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Smyth</surname> <given-names>RM</given-names></name>. <article-title>Effect of partogram use on outcomes for women in spontaneous labour at term</article-title>. <source>The Cochrane database of systematic reviews</source> <year>2008</year>; (<volume>4</volume>): <fpage>Cd005461</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1002/14651858.CD005461.pub2" xlink:type="simple">10.1002/14651858.CD005461.pub2</ext-link></comment> <object-id pub-id-type="pmid">18843690</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref017"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">WHO. Partograph in management of labour 1994.</mixed-citation></ref>
<ref id="pone.0161546.ref018"><label>18</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Friedman</surname> <given-names>EA</given-names></name>. <article-title>Primigravid labor; a graphicostatistical analysis</article-title>. <source>Obstetrics and gynecology</source> <year>1955</year>; <volume>6</volume>(<issue>6</issue>): <fpage>567</fpage>–<lpage>89</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1097/00006250-195512000-00001" xlink:type="simple">10.1097/00006250-195512000-00001</ext-link></comment> <object-id pub-id-type="pmid">13272981</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref019"><label>19</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hoffman</surname> <given-names>MK1</given-names></name>, <name name-style="western"><surname>Vahratian</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Sciscione</surname> <given-names>AC</given-names></name>, <name name-style="western"><surname>Troendle</surname> <given-names>JF</given-names></name>, <name name-style="western"><surname>Zhang</surname> <given-names>J</given-names></name>. <article-title>Comparison of labor progression between induced and noninduced multiparous women</article-title>. <source>Obstet Gynecol</source>. <year>2006</year> <source>May</source>; <volume>107</volume>(<issue>5</issue>):<fpage>1029</fpage>–<lpage>34</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1097/01.AOG.0000210528.32940.c6" xlink:type="simple">10.1097/01.AOG.0000210528.32940.c6</ext-link></comment> <object-id pub-id-type="pmid">16648407</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref020"><label>20</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Studd</surname> <given-names>JW</given-names></name>, <name name-style="western"><surname>Philpott</surname> <given-names>RH</given-names></name>. <article-title>Partograms and action line of cervical dilatation</article-title>. <source>Proceedings of the Royal Society of Medicine</source> <year>1972</year>; <volume>65</volume>(<issue>8</issue>): <fpage>700</fpage>–<lpage>1</lpage>. <object-id pub-id-type="pmid">5085959</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref021"><label>21</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Akerud</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Ronquist</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Wiberg-Itzel</surname> <given-names>E</given-names></name>. <article-title>Lactate distribution in culture medium of human myometrial biopsies incubated under different conditions</article-title>. <source>American journal of physiology Endocrinology and metabolism</source> <year>2009</year>; <volume>297</volume>(<issue>6</issue>): <fpage>E1414</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1152/ajpendo.00458.2009" xlink:type="simple">10.1152/ajpendo.00458.2009</ext-link></comment> <object-id pub-id-type="pmid">19826101</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref022"><label>22</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wiberg-Itzel</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Pettersson</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Andolf</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Hansson</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Winbladh</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Akerud</surname> <given-names>H</given-names></name>. <article-title>Lactate concentration in amniotic fluid: a good predictor of labor outcome</article-title>. <source>European journal of obstetrics, gynecology, and reproductive biology</source> <year>2010</year>; <volume>152</volume>(<issue>1</issue>): <fpage>34</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/j.ejogrb.2010.05.005" xlink:type="simple">10.1016/j.ejogrb.2010.05.005</ext-link></comment> <object-id pub-id-type="pmid">20542626</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref023"><label>23</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wiberg-Itzel</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Pettersson</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Cnattingius</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Nordstrom</surname> <given-names>L</given-names></name>. <article-title>Association between lactate concentration in amniotic fluid and dysfunctional labor</article-title>. <source>Acta obstetricia et gynecologica Scandinavica</source> <year>2008</year>; <volume>87</volume>(<issue>9</issue>): <fpage>924</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1080/00016340802295636" xlink:type="simple">10.1080/00016340802295636</ext-link></comment> <object-id pub-id-type="pmid">18720033</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref024"><label>24</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wiberg-Itzel</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Pembe</surname> <given-names>AB</given-names></name>, <name name-style="western"><surname>Wray</surname> <given-names>S</given-names></name>, <etal>et al</etal>. <article-title>Level of lactate in amniotic fluid and its relation to the use of oxytocin and adverse neonatal outcome</article-title>. <source>Acta obstetricia et gynecologica Scandinavica</source> <year>2014</year>; <volume>93</volume>(<issue>1</issue>): <fpage>80</fpage>–<lpage>5</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1111/aogs.12261" xlink:type="simple">10.1111/aogs.12261</ext-link></comment> <object-id pub-id-type="pmid">24102442</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref025"><label>25</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wiberg-Itzel</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Akerud</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Andolf</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Hellstrom-Westas</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Winbladh</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Wennerholm</surname> <given-names>UB</given-names></name>. <article-title>Association between adverse neonatal outcome and lactate concentration in amniotic fluid</article-title>. <source>Obstetrics and gynecology</source> <year>2011</year>; <volume>118</volume>(<issue>1</issue>): <fpage>135</fpage>–<lpage>42</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1097/AOG.0b013e318220c0d4" xlink:type="simple">10.1097/AOG.0b013e318220c0d4</ext-link></comment> <object-id pub-id-type="pmid">21691171</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref026"><label>26</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Jonsson</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Norden-Lindeberg</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Ostlund</surname> <given-names>I</given-names></name>, <name name-style="western"><surname>Hanson</surname> <given-names>U</given-names></name>. <article-title>Acidemia at birth, related to obstetric characteristics and to oxytocin use, during the last two hours of labor</article-title>. <source>Acta obstetricia et gynecologica Scandinavica</source> <year>2008</year>; <volume>87</volume>(<issue>7</issue>): <fpage>745</fpage>–<lpage>50</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1080/00016340802220352" xlink:type="simple">10.1080/00016340802220352</ext-link></comment> <object-id pub-id-type="pmid">18607817</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref027"><label>27</label><mixed-citation publication-type="other" xlink:type="simple">Chlinical bulletin. Dystocia and the augmentation of labor. Number 218—December 1995 (replaces no. 137 D, and no. 157, July 1991).</mixed-citation></ref>
<ref id="pone.0161546.ref028"><label>28</label><mixed-citation publication-type="other" xlink:type="simple">American College of Obstetricians and Gynecologists. ACOG technical bulletin. Dystocia and the augmentation of labor. Number 218—December 1995 (replaces no. 137, December 1989, and no. 157, July 1991).</mixed-citation></ref>
<ref id="pone.0161546.ref029"><label>29</label><mixed-citation publication-type="journal" xlink:type="simple"><collab>American College of Obstetricians and Gynecologists</collab>. <article-title>International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics</article-title> <year>1996</year>; <volume>53</volume>(<issue>1</issue>): <fpage>73</fpage>–<lpage>80</lpage>.</mixed-citation></ref>
<ref id="pone.0161546.ref030"><label>30</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lowe</surname> <given-names>NK</given-names></name>. <article-title>A review of factors associated with dystocia and cesarean section in nulliparous women</article-title>. <source>Journal of midwifery &amp; women's health</source> <year>2007</year>; <volume>52</volume>(<issue>3</issue>): <fpage>216</fpage>–<lpage>28</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/j.jmwh.2007.03.003" xlink:type="simple">10.1016/j.jmwh.2007.03.003</ext-link></comment> <object-id pub-id-type="pmid">17467588</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref031"><label>31</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Selin</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Wallin</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Berg</surname> <given-names>M</given-names></name>. <article-title>Dystocia in labour—risk factors, management and outcome: a retrospective observational study in a Swedish setting</article-title>. <source>Acta obstetricia et gynecologica Scandinavica</source> <year>2008</year>; <volume>87</volume>(<issue>2</issue>): <fpage>216</fpage>–<lpage>21</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1080/00016340701837744" xlink:type="simple">10.1080/00016340701837744</ext-link></comment> <object-id pub-id-type="pmid">18231891</object-id></mixed-citation></ref>
<ref id="pone.0161546.ref032"><label>32</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Murphy</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Butler</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Coughlan</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Brennan</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>O'Herlihy</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Robson</surname> <given-names>M</given-names></name>. <article-title>Elevated amniotic fluid lactate predicts labor disorders and cesarean delivery in nulliparous women at term</article-title>. <source>Am J Obstet Gynecol.</source> <year>2015</year> <month>Nov</month>; <volume>213</volume>(<issue>5</issue>):<fpage>673.e1</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.1016/j.ajog.2015.06.035" xlink:type="simple">10.1016/j.ajog.2015.06.035</ext-link></comment> <object-id pub-id-type="pmid">26116871</object-id></mixed-citation></ref>
</ref-list>
</back>
</article>