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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
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<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
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<issn pub-type="epub">2296-634X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1756278</article-id>
<article-id pub-id-type="doi">10.3389/fcell.2026.1756278</article-id>
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<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Cumulative burden of maternal vascular malperfusion and its association with early cerebral oxygenation in neonates</article-title>
<alt-title alt-title-type="left-running-head">Zhang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcell.2026.1756278">10.3389/fcell.2026.1756278</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Yao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<name>
<surname>Yang</surname>
<given-names>Tong</given-names>
</name>
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<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<surname>Wu</surname>
<given-names>Jiaxi</given-names>
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<name>
<surname>Mao</surname>
<given-names>Yanxia</given-names>
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<sup>1</sup>
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<given-names>Jingxian</given-names>
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<sup>1</sup>
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<given-names>Haoran</given-names>
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<surname>Li</surname>
<given-names>Jinhui</given-names>
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<surname>Tang</surname>
<given-names>Jun</given-names>
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<surname>Xiong</surname>
<given-names>Tao</given-names>
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<sup>3</sup>
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<aff id="aff1">
<label>1</label>
<institution>Department of Pediatrics, West China Second University Hospital, Sichuan University</institution>, <city>Chengdu</city>, <country country="CN">China</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education</institution>, <city>Chengdu</city>, <country country="CN">China</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Children&#x2019;s Medicine Key Laboratory of Sichuan Province</institution>, <city>Chengdu</city>, <country country="CN">China</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Tao Xiong, <email xlink:href="mailto:tao_xiong@126.com">tao_xiong@126.com</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-11">
<day>11</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>14</volume>
<elocation-id>1756278</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Zhang, Yang, Wu, Mao, Shi, Dou, Li, Tang and Xiong.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Zhang, Yang, Wu, Mao, Shi, Dou, Li, Tang and Xiong</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-11">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objectives</title>
<p>Maternal vascular malperfusion (MVM) represents a major cause of chronic fetal hypoxia and is associated with adverse neonatal outcomes. However, whether the cumulative burden of MVM lesions influences early cerebral oxygenation in neonates remains unclear. This study aimed to evaluate the association between the number of placental MVM lesion types and neonatal cerebral regional oxygen saturation (crSO<sub>2</sub>) and cerebral fractional tissue oxygen extraction (cFTOE).</p>
</sec>
<sec>
<title>Methods</title>
<p>In this retrospective observational study, 508 neonates admitted between January 2021 and March 2024 were included. Based on placental histopathology, infants were categorized into three groups according to the number of MVM lesion types: no MVM, 1&#x2013;2 MVM types, and 3&#x2013;5 MVM types. Cerebral oxygenation was monitored weekly from birth to postnatal day 28 using near-infrared spectroscopy. Multivariable linear regression models were used to assess associations between MVM burden and crSO<sub>2</sub>/cFTOE during the first postnatal week, adjusting for relevant maternal and neonatal covariates.</p>
</sec>
<sec>
<title>Results</title>
<p>Compared with neonates without MVM, those with placental findings of 3&#x2013;5 types of MVM had significantly higher crSO<sub>2</sub> (&#x3b2; &#x3d; 1.65; 95% CI, 0.05&#x2013;3.24; P &#x3d; 0.044) and lower cFTOE (&#x3b2; &#x3d; &#x2212;0.02; 95% CI, &#x2212;0.04 to &#x2212;0.01; P &#x3d; 0.029) during the first postnatal week. No significant differences were observed in the 1&#x2013;2 MVM group. Longitudinal analyses demonstrated decreasing crSO<sub>2</sub> and increasing cFTOE with advancing postnatal age across all groups, with the early differences between groups attenuating over time.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>A cumulative burden of 3&#x2013;5 MVM types is independently associated with altered cerebral oxygenation patterns in the early neonatal period, characterized by higher crSO<sub>2</sub> and lower cFTOE. These findings suggest that the cumulative burden of maternal vascular malperfusion lesions identified on postpartum placental examination may provide clinically relevant contextual information for interpreting early neonatal cerebral oxygenation patterns and underscore the need for enhanced physiological monitoring during the first postnatal week.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cerebral oxygenation</kwd>
<kwd>maternal vascular malperfusion</kwd>
<kwd>near-infrared spectroscopy</kwd>
<kwd>neonates</kwd>
<kwd>placental pathology</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by National Natural Science Foundation of China (82371723), National Key Research and Development Program of China (2023YFC2706402, 2024YFC2707705), the Science and Technology Bureau of Sichuan Province (2024YFFK0273, 2025ZNSFSC0639), Health Commission of Sichuan Province Medical Science and Technology Program (24CGZH13), the Fundamental Research Funds for the Central Universities (Innovative Research Project from 0 to 1 of Sichuan University, 2023SCUH0021), and the Research Project of the 11th Phase of the Higher Education Teaching Reform Program at Sichuan University (No. SCU11143).</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="27"/>
<page-count count="10"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Embryonic Development</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>The placenta plays a central role in regulating the exchange of oxygen and nutrients between the maternal and fetal circulations and is therefore critical for fetal growth, development, and neonatal outcomes (<xref ref-type="bibr" rid="B7">Carbillon et al., 2022</xref>; <xref ref-type="bibr" rid="B5">Burton et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Zur et al., 2024</xref>; <xref ref-type="bibr" rid="B13">Kulkarni et al., 2021</xref>). When placental function is impaired, the fetus may be exposed to chronic hypoxia, which contributes to stillbirth, fetal growth restriction (FGR), and adverse neonatal conditions (<xref ref-type="bibr" rid="B20">Silver, 2018</xref>). A key pathological mechanism underlying placental dysfunction is maternal vascular malperfusion (MVM), characterized by impaired maternal blood flow to the intervillous space. MVM reflects defective spiral artery remodeling and abnormal placental vascular development, and is a hallmark lesion in pregnancies complicated by hypertensive disorders, FGR, and placental insufficiency (<xref ref-type="bibr" rid="B26">Zur et al., 2020</xref>).</p>
<p>Chronic intrauterine hypoxia has profound consequences for fetal brain development. To preserve oxygen delivery to vital organs, the fetus initiates a compensatory &#x201c;brain-sparing effect,&#x201d; redistributing blood flow toward the cerebral circulation (<xref ref-type="bibr" rid="B14">Miller et al., 2016</xref>). Although initially protective, prolonged hypoxia may exceed compensatory capacity and lead to structural and functional alterations of the developing brain, including reduced brain volume and white matter injury (<xref ref-type="bibr" rid="B23">Su et al., 2015</xref>; <xref ref-type="bibr" rid="B16">Nijman et al., 2024</xref>; <xref ref-type="bibr" rid="B1">Alves de Alencar Rocha et al., 2017</xref>). These disturbances are closely associated with long-term neurodevelopmental disorders in offspring, such as cognitive deficits and motor dysfunction (<xref ref-type="bibr" rid="B19">Sadhwani et al., 2022</xref>; <xref ref-type="bibr" rid="B21">Spinillo et al., 2021</xref>; <xref ref-type="bibr" rid="B11">Ibrahim et al., 2025</xref>). Prior studies have demonstrated that the degree of placental pathology correlates with the risk of neonatal brain injury and later neurodevelopmental abnormalities, suggesting that placental lesions may serve as early markers of neurological vulnerability (<xref ref-type="bibr" rid="B22">Spinillo et al., 2023</xref>).</p>
<p>Notably, the severity of placental injury may exhibit a cumulative effect&#x2014;specifically, a greater number of pathological subtypes of MVM correlates with a more pronounced impact on adverse neonatal outcomes.</p>
<p>Near-infrared spectroscopy (NIRS) permits continuous, non-invasive assessment of cerebral regional oxygen saturation (crSO<sub>2</sub>) and cerebral fractional tissue oxygen extraction (cFTOE), thereby reflecting the balance between cerebral oxygen supply and consumption. These parameters have been associated with the prediction of neonatal brain injury and long-term outcomes (<xref ref-type="bibr" rid="B8">Chock et al., 2020</xref>; <xref ref-type="bibr" rid="B6">&#x106;aleta et al., 2024</xref>). However, few studies have examined how placental pathology influences postnatal cerebral oxygenation. Moreover, to our knowledge, no study has evaluated whether the cumulative burden of MVM lesions&#x2014;reflected by the number of distinct pathological subtypes&#x2014;affects cerebral oxygenation patterns in neonates.</p>
<p>Prior study indicates that multiple placental lesions can exert additive or synergistic effects on pregnancy outcomes, and evaluating the cumulative burden of MVM may provide a more accurate representation of placental dysfunction than assessing individual lesions alone (<xref ref-type="bibr" rid="B2">Arts et al., 2022</xref>). Whether such cumulative pathological load translates into measurable differences in early cerebral oxygen delivery and utilization in neonates remains unknown.</p>
<p>Therefore, the present study aimed to investigate the association between the cumulative burden of placental MVM and early cerebral oxygenation in neonates. By comparing longitudinal crSO<sub>2</sub> and cFTOE patterns across infants with varying degrees of MVM burden, we sought to determine whether increasing placental vascular pathology is associated with altered cerebral oxygen metabolism during the critical early postnatal period. Such findings may help clarify mechanisms linking placental dysfunction to neonatal brain vulnerability and support the use of placental pathology as an early indicator for targeted cerebral monitoring and neurodevelopmental risk stratification.</p>
</sec>
<sec sec-type="methods" id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2-1">
<label>2.1</label>
<title>Study design and population</title>
<p>This retrospective observational study included 508 neonates admitted to the Department of Neonatology at West China Second University Hospital between 1 January 2021 and 1 March 2024. Eligible neonates were those who underwent crSO<sub>2</sub> monitoring during hospitalization and whose mothers received placental histopathological examination.</p>
<sec id="s2-1-1">
<label>2.1.1</label>
<title>Inclusion criteria</title>
<p>Neonates were included if they met the following conditions: (1) Complete maternal clinical data and placental pathological reports available; (2) Singleton pregnancy; (3) Availability of crSO<sub>2</sub> monitoring data after admission to the neonatal ward.</p>
</sec>
<sec id="s2-1-2">
<label>2.1.2</label>
<title>Exclusion criteria</title>
<p>Neonates were excluded for any of the following: (1) Multiple gestations; (2) Known genetic or metabolic diseases; (3) Major congenital anomalies.</p>
<p>A total of 508 neonates met the eligibility criteria. Among them, 161 had no MVM, and 347 had one or more MVM lesion types. Based on the number of pathological subtypes identified, infants were classified into: No MVM group, 1&#x2013;2 MVM subtypes group, and 3&#x2013;5 MVM subtypes group (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Screening flow chart. This study included 508 neonates admitted to the Department of Neonatology at West China Second University Hospital between 1 January 2021 and 1 March 2024. Eligible neonates were those who underwent crSO<sub>2</sub> monitoring during hospitalization and whose mothers received placental histopathological examination. Based on the number of pathological subtypes identified, infants were classified into: No MVM group, 1&#x2013;2 MVM subtypes group, and 3&#x2013;5 MVM subtypes group.</p>
</caption>
<graphic xlink:href="fcell-14-1756278-g001.tif">
<alt-text content-type="machine-generated">Flowchart shows selection of newborns for a study from January 2021 to March 2024, narrowing 16799 admissions to 508 by exclusion criteria; final groups are 161 with no MVM, 319 with one to two MVM types, and 28 with three to five MVM types.</alt-text>
</graphic>
</fig>
<p>The study was approved by the Ethics Committee of West China Second University Hospital (Approval No. Z-2019-41-2101-04) and adhered to the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) guidelines.</p>
</sec>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Placental pathological examination</title>
<p>Following placental delivery, the specimen was immediately transported to the Department of Pathology by designated personnel. A board-certified pathologist performed macroscopic evaluations, including weighing the placenta, measuring its volume and umbilical cord length, inspecting the surface for gross abnormalities, and documenting findings with standardized photography. The maternal surface of the placenta was incised at 1&#x2013;2&#xa0;cm intervals using sterile scissors, and the tissue was fixed in 10% neutral-buffered formalin for 24&#xa0;h. After fixation, the specimen was re-examined for evidence of infarction, hematoma, or other pathological lesions. For microscopic analysis, at least four tissue samples were collected: two from the amniotic membrane, two from macroscopically normal placental parenchyma, and additional samples from any grossly visible lesions.</p>
<p>Diagnostic assessments were conducted by attending pathologists at the Department of Pathology, West China Second University Hospital, Sichuan University, with all findings reviewed and confirmed by a senior pathologist. MVM was categorized into six subtypes: decidual vasculopathy, placental infarcts, distal villous hypoplasia, accelerated villous maturation, retroplacental hemorrhage, and placental hypoplasia (<xref ref-type="bibr" rid="B12">Khong et al., 2016</xref>). Since placental hypoplasia was not observed in the study cohort, it was excluded from subsequent analyses. All placental pathological examination procedures and diagnostic criteria adhered to the 2016 Consensus of the Amsterdam Placenta Workshop Group.</p>
<p>Study participants were stratified into three groups based on the number of MVM subtypes present: the no MVM, the 1&#x2013;2 MVM subtypes group, and the 3&#x2013;5 MVM subtypes group (<xref ref-type="bibr" rid="B2">Arts et al., 2022</xref>).</p>
<p>Data on selected fetal vascular malperfusion and inflammatory placental lesions were extracted when available and are summarized in <xref ref-type="sec" rid="s13">Supplementary Table S1</xref>.</p>
<sec id="s2-2-1">
<label>2.2.1</label>
<title>Data collection</title>
<sec id="s2-2-1-1">
<label>2.2.1.1</label>
<title>Neonatal data collection</title>
<p>The crSO<sub>2</sub> was assessmented on all infants admitted to the Department of Neonatology, West China Second University Hospital, between 1 January 2021, and 1 March 2024. Demographic and clinical data were collected for all enrolled neonates, including: Baseline characteristics: Sex, ethnicity, parity, gravidity, gestational age, birth weight, body length, and Apgar scores; Therapeutic interventions: Use of mechanical ventilation, blood transfusion, and pharmacotherapies (e.g., caffeine); Neonatal morbidities: Apnea, gastroin testinal bleeding, necrotizing enterocolitis, small for gestational age, neonatal respiratory distress syndrome, bronchopulmonary dysplasia, retinopathy of prematurity, sepsis, intracranial hemorrhage, and patent ductus arteriosus.</p>
</sec>
<sec id="s2-2-1-2">
<label>2.2.1.2</label>
<title>Maternal data collection</title>
<p>Per the clinical pathway of the Obstetrics Department of our hospital, histopathological examination of the placenta is not a routine procedure. Placental submission for pathological assessment is typically warranted based on the following indications: maternal comorbidities of severe pregnancy-related complications, including gestational hypertension and gestational diabetes mellitus; abnormal intrapartum events such as fetal heart rate abnormalities, severe meconium-stained amniotic fluid, placental abruption, and placenta previa; neonatal conditions including preterm birth and small for gestational age (SGA); grossly visible placental abnormalities identified during or post-delivery, such as infarctions, thrombi, or morphological anomalies. Demographic and clinical data were collected for all enrolled maternal, including: Baseline characteristics: Maternal age, pre-pregnancy body mass index, gestational weight gain, and pre-delivery blood pressure; Placental pathological findings: Decidual vasculopathy, placental infarcts, distal villous hypoplasia, accelerated villous maturation, retroplacental hemorrhage, and placental hypoplasia (excluded from analysis as no cases were observed); Pregnancy complications: Fetal distress, fetal growth restriction, maternal obesity, advanced maternal age at first pregnancy, hypoproteinemia, gestational hypothyroidism, gestational hyperthyroidism, gestational diabetes mellitus, hypertensive disorders of pregnancy (HDP), and intrahepatic cholestasis of pregnancy.</p>
</sec>
</sec>
<sec id="s2-2-2">
<label>2.2.2</label>
<title>Outcome indicators</title>
<sec id="s2-2-2-1">
<label>2.2.2.1</label>
<title>crSO<sub>2</sub>
</title>
<p>The EGOS-600B NIRS device (ENGINMED Co., China) was used to estimated crSO<sub>2</sub>. NIRS estimated regional tissue oxygen saturation by measuring the oxygenated hemoglobin (HbO<sub>2</sub>) and deoxygenated hemoglobin (Hb) in local tissues. The calculated value is expressed as: crSO<sub>2</sub> &#x3d; [HbO<sub>2</sub>/(HbO<sub>2</sub> &#x2b; Hb)] &#xd7; 100%. Trained personnel should adhere to standard operating procedures by securing the NIRS probe at the mid-forehead using an elastic bandage while the neonatal remains in a quiet, supine state (<xref ref-type="bibr" rid="B10">He et al., 2024</xref>). Measurements commence once the signal has stabilized. Each measurement session lasts 20&#xa0;min, with data recorded at 5-min intervals. The final value for analysis is derived from the average of the five recorded readings. This assessment is performed weekly throughout hospitalization until either discharge or the 28th postnatal day, whichever occurred first.</p>
</sec>
<sec id="s2-2-2-2">
<label>2.2.2.2</label>
<title>cFTOE</title>
<p>cFTOE reflects the balance between oxygen supply to the brain and oxygen consumption.</p>
<p>cFTOE&#x3d; (peripheral arterial oxygen saturation - crSO<sub>2</sub>)/(peripheral arterial oxygen saturation).</p>
</sec>
</sec>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Statistical methods</title>
<p>Data analysis was conducted using SPSS statistical software (version 27.1). Continuous variables that met the assumption of normality were summarized as mean &#xb1; standard deviation (SD), whereas non-normally distributed data were presented as median and interquartile range (IQR). To initially explore intergroup differences, we first performed unadjusted comparisons of continuous variables (e.g., crSO<sub>2</sub> and cFTOE) across the three MVM groups. For normally distributed data, one-way analysis of variance (ANOVA) was employed; for non-normally distributed data, the Kruskal-Wallis H test was utilized. To evaluate the independent association between MVM burden and cerebral oxygenation parameters, while controlling for potential confounding factors, we further constructed multivariate linear regression models. In the regression analyses, MVM severity (stratified by the number of pathological subtypes) was included as the primary independent variable, with crSO<sub>2</sub> and cFTOE (measured within the first week of life) serving as dependent variables.</p>
<p>Covariates included in the multivariate linear regression models were selected based on <italic>a priori</italic> clinical knowledge and existing literature evidence. The specific rationale for inclusion is detailed as follows:</p>
<p>Maternal demographic factors: Maternal age and pre-pregnancy body mass index (BMI) were included as baseline factors, given their established associations with maternal vascular health and pregnancy outcomes.</p>
<p>Pregnancy complications: Gestational hypertensive disorders (including preeclampsia), a core clinical phenotype of MVM, were included as they directly correlate with impaired placental perfusion and thus represent a critical confounding variable. Gestational diabetes mellitus (GDM) and intrahepatic cholestasis of pregnancy (ICP)&#x2014;common gestational metabolic disorders&#x2014;were included, as they may indirectly influence fetal/neonatal oxygenation status by modulating maternal systemic inflammation, oxidative stress, or placental function.</p>
<p>Endocrine disorders: Hypothyroidism (both clinical and subclinical) was included, given its links to adverse pregnancy outcomes and elevated neurodevelopmental risk in offspring, which may constitute a potential confounding pathway.</p>
<p>The inclusion of these covariates was intended to adjust for factors known or suspected to be associated with both the presence of MVM burden and the outcome (neonatal cerebral oxygenation), thereby enabling a more precise estimation of the independent effect of MVM burden on cerebral oxygenation.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<p>A total of 508 neonates were included in the final analysis. Based on the number of MVM lesion subtypes, 161 infants (31.7%) were classified into the no MVM group, 319 (62.8%) into the 1&#x2013;2 MVM subtypes group, and 28 (5.5%) into the 3&#x2013;5 MVM subtypes group.</p>
<sec id="s3-1">
<label>3.1</label>
<title>Neonatal characteristics</title>
<p>Neonatal baseline characteristics are presented in <xref ref-type="table" rid="T1">Table 1</xref>. There were no significant differences among groups in gestational age, birth weight, sex, small-for-gestational-age status, gastrointestinal bleeding, apnea, sepsis, necrotizing enterocolitis, intraventricular hemorrhage, patent ductus arteriosus, retinopathy of prematurity, or bronchopulmonary dysplasia (all P &#x3e; 0.05).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Neonatal characteristics across MVM burden groups.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">No MVM (n &#x3d; 161)</th>
<th align="center">1&#x2013;2 MVM types (n &#x3d; 319)</th>
<th align="center">3-5 MVM types (n &#x003D; 28)</th>
<th align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Gestational age, weeks, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">34.00 (31.86,35.00)</td>
<td align="center">34.00 (31.93,35.50)</td>
<td align="center">33.36 (32.25,34.93)</td>
<td align="center">0.586</td>
</tr>
<tr>
<td align="left">Birth weight, g, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">1840.00 (1,490.00,2300.00)</td>
<td align="center">1880.00 (1,410.00,2295.00)</td>
<td align="center">1,695.00 (1,370.00,2145.00)</td>
<td align="center">0.456</td>
</tr>
<tr>
<td align="left">Male, n (%)</td>
<td align="center">81 (50.31)</td>
<td align="center">166 (52.04)</td>
<td align="center">13 (46.43)</td>
<td align="center">0.821</td>
</tr>
<tr>
<td align="left">Gastrointestinal bleeding, n (%)</td>
<td align="center">6 (3.73)</td>
<td align="center">10 (3.13)</td>
<td align="center">1 (3.57)</td>
<td align="center">0.942</td>
</tr>
<tr>
<td align="left">Apnea, n (%)</td>
<td align="center">5 (3.11)</td>
<td align="center">12 (3.76)</td>
<td align="center">0 (0.00)</td>
<td align="center">0.558</td>
</tr>
<tr>
<td align="left">Sepsis, n (%)</td>
<td align="center">24 (14.91)</td>
<td align="center">31 (9.72)</td>
<td align="center">1 (3.57)</td>
<td align="center">0.100</td>
</tr>
<tr>
<td align="left">Necrotizing enterocolitis, n (%)</td>
<td align="center">2 (1.24)</td>
<td align="center">7 (2.19)</td>
<td align="center">0 (0.00)</td>
<td align="center">0.835</td>
</tr>
<tr>
<td align="left">Small for gestational age, n (%)</td>
<td align="center">30 (18.63)</td>
<td align="center">72 (22.57)</td>
<td align="center">10 (35.71)</td>
<td align="center">0.123</td>
</tr>
<tr>
<td align="left">Respiratory distress syndrome, n (%)</td>
<td align="center">77 (47.83)</td>
<td align="center">108 (33.86)</td>
<td align="center">11 (39.29)</td>
<td align="center">0.012</td>
</tr>
<tr>
<td align="left">Bronchopulmonary dysplasia, n (%)</td>
<td align="center">13 (8.07)</td>
<td align="center">20 (6.27)</td>
<td align="center">2 (7.14)</td>
<td align="center">0.761</td>
</tr>
<tr>
<td align="left">Retinopathy of prematurity, n (%)</td>
<td align="center">9 (5.59)</td>
<td align="center">26 (8.15)</td>
<td align="center">1 (3.57)</td>
<td align="center">0.445</td>
</tr>
<tr>
<td align="left">Intraventricular haemorrhage, n (%)</td>
<td align="center">29 (18.12)</td>
<td align="center">44 (13.79)</td>
<td align="center">6 (21.43)</td>
<td align="center">0.318</td>
</tr>
<tr>
<td align="left">Patent ductus arteriosus, n (%)</td>
<td align="center">65 (40.37)</td>
<td align="center">136 (42.63)</td>
<td align="center">14 (50.00)</td>
<td align="center">0.625</td>
</tr>
<tr>
<td align="left">Fetal distress, n (%)</td>
<td align="center">2 (1.24)</td>
<td align="center">2 (0.63)</td>
<td align="center">0 (0.00)</td>
<td align="center">0.685</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MVM, maternal vascular malperfusion.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The incidence of respiratory distress syndrome differed significantly across groups (P &#x3d; 0.012).</p>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>Maternal and placental characteristics</title>
<p>Maternal clinical characteristics are shown in <xref ref-type="table" rid="T2">Table 2</xref>. Maternal age, Body Mass Index (BMI) before delivery, hypothyroidism, and intrahepatic cholestasis of pregnancy did not differ significantly among groups (all P &#x3e; 0.05).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Maternal characteristics across MVM burden groups.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Variables</th>
<th align="center">No MVM (n &#x3d; 161)</th>
<th align="center">1&#x2013;2 MVM types (n &#x3d; 319)</th>
<th align="center">3&#x2013;5 MVM types (n &#x3d; 28)</th>
<th align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Maternal age, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">33.00 (30.00,36.00)</td>
<td align="center">31.00 (29.00,35.00)</td>
<td align="center">32.50 (28.75,34.25)</td>
<td align="center">0.064</td>
</tr>
<tr>
<td align="left">BMI before delivery, kg/m<sup>2</sup>, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">25.56 (23.53,28.55)</td>
<td align="center">25.90 (23.62,28.21)</td>
<td align="center">25.04 (23.64,26.75)</td>
<td align="center">0.581</td>
</tr>
<tr>
<td align="left">Fetal distress, n (%)</td>
<td align="center">2 (1.24)</td>
<td align="center">2 (0.63)</td>
<td align="center">0 (0.00)</td>
<td align="center">0.685</td>
</tr>
<tr>
<td align="left">Hypothyroidism, n (%)</td>
<td align="center">27 (16.77)</td>
<td align="center">49 (15.36)</td>
<td align="center">4 (14.29)</td>
<td align="center">0.901</td>
</tr>
<tr>
<td align="left">GDM, n (%)</td>
<td align="center">70 (43.48)</td>
<td align="center">97 (30.41)</td>
<td align="center">11 (39.29)</td>
<td align="center">0.016</td>
</tr>
<tr>
<td align="left">Intrahepatic cholestasis of pregnancy, n (%)</td>
<td align="center">14 (8.70)</td>
<td align="center">21 (6.58)</td>
<td align="center">3 (10.71)</td>
<td align="center">0.566</td>
</tr>
<tr>
<td align="left">HDP, n (%)</td>
<td align="center">65 (40.37)</td>
<td align="center">141 (44.20)</td>
<td align="center">20 (71.43)</td>
<td align="center">0.009</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MVM, maternal vascular malperfusion; BMI, body mass index; GDM, gestational diabetes mellitus; HDP, hypertensive disorders of pregnancy.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Two pregnancy complications showed significant differences: Gestational diabetes mellitus (GDM): 43.48% (no MVM), 30.41% (1&#x2013;2 MVM), 39.29% (3&#x2013;5 MVM); P &#x3d; 0.016; Hypertensive disorders of pregnancy (HDP): 40.37% (no MVM), 44.20% (1&#x2013;2 MVM), 71.43% (3&#x2013;5 MVM); P &#x3d; 0.009.</p>
<p>Placental measurements (weight, length, width, thickness, volume) did not differ among groups (<xref ref-type="table" rid="T3">Table 3</xref>). Placental infarction was the most common lesion (47.44%), followed by accelerated villous maturation (5.51%), retroplacental hemorrhage (3.74%), decidual vasculopathy (1.57%) and distal villous hypoplasia (1.38%) (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Placental measurements across MVM burden groups.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Variables</th>
<th align="center">No MVM (n &#x3d; 161)</th>
<th align="center">1&#x2013;2 MVM types (n &#x3d; 319)</th>
<th align="center">3&#x2013;5 MVM types (n &#x3d; 28)</th>
<th align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Weight (g), M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">343.00 (276.50,413.50)</td>
<td align="center">360.00 (289.00,445.00)</td>
<td align="center">345.50 (268.00,436.00)</td>
<td align="center">0.461</td>
</tr>
<tr>
<td align="left">Length (cm), M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">16.00 (14.35,17.05)</td>
<td align="center">16.00 (15.00,17.57)</td>
<td align="center">15.00 (14.00,16.50)</td>
<td align="center">0.260</td>
</tr>
<tr>
<td align="left">Width (cm), M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">13.00 (11.90,15.00)</td>
<td align="center">13.50 (12.00,15.00)</td>
<td align="center">12.50 (11.27,13.88)</td>
<td align="center">0.430</td>
</tr>
<tr>
<td align="left">Thickness (cm), M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">2.70 (2.23,3.00)</td>
<td align="center">2.50 (2.00,3.00)</td>
<td align="center">2.55 (2.05,3.00)</td>
<td align="center">0.362</td>
</tr>
<tr>
<td align="left">Volume (cm<sup>3</sup>), M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="center">550.20 (442.53,718.76)</td>
<td align="center">566.25 (416.00,720.00)</td>
<td align="center">529.08 (378.75,626.14)</td>
<td align="center">0.429</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MVM, maternal vascular malperfusion.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The occurrence of various pathological types. Placental infarction was the most common lesion (47.44%), followed by accelerated villous maturation (5.51%), retroplacental hemorrhage (3.74%), decidual vasculopathy (1.57%), distal villous hypoplasia (1.38%).</p>
</caption>
<graphic xlink:href="fcell-14-1756278-g002.tif">
<alt-text content-type="machine-generated">Bar chart displaying percentiles for five types of maternal vascular malperfusion (MVM): distal villous hypoplasia, decidual vasculopathy, retroplacental hemorrhage, accelerated villous maturation, and infarcts. Light green indicates non-existence and dark green represents existence. Infarcts show the highest proportion of existence, while the other MVM types have minimal existence compared to non-existence.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>Longitudinal changes in cerebral oxygenation</title>
<sec id="s3-3-1">
<label>3.3.1</label>
<title>crSO<sub>2</sub>
</title>
<p>crSO<sub>2</sub> declined progressively with postnatal age (time effect: F &#x3d; 7.242, P &#x3c; 0.001). There were no significant differences between the MVM groups at any of the four measured time points (all P &#x3e; 0.05). The time &#xd7; group interaction did not reach statistical significance (F &#x3d; 1.918, P &#x3d; 0.080). The distribution of crSO<sub>2</sub> in each group at different time points is presented in <xref ref-type="table" rid="T4">Table 4</xref> and <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>crSO<sub>2</sub> values across postnatal weeks.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Variables</th>
<th align="center">No MVM (n &#x3d; 161)</th>
<th align="center">1-2 MVM types (n &#x003D; 319)</th>
<th align="center">3-5 MVM types (n &#x3d; 28)</th>
<th align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1st week, %, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">61.23 (59.56,63.01)</td>
<td align="left">61.23 (58.77,63.56)</td>
<td align="left">62.16 (60.85,64.89)</td>
<td align="left">0.059</td>
</tr>
<tr>
<td align="left">2&#xa0;nd&#xa0;week, %,M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">60.46 (58.53,62.34)</td>
<td align="left">60.92 (58.62,63.00)</td>
<td align="left">61.35 (60.20,62.45)</td>
<td align="left">0.367</td>
</tr>
<tr>
<td align="left">3rd week, %,M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">59.73 (57.41,61.29)</td>
<td align="left">59.46 (57.62,61.83)</td>
<td align="left">59.05 (56.27,60.90)</td>
<td align="left">0.690</td>
</tr>
<tr>
<td align="left">4th week, %,M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">59.44 (56.37,61.97)</td>
<td align="left">59.32 (56.65,61.29)</td>
<td align="left">58.96 (57.16,59.91)</td>
<td align="left">0.845</td>
</tr>
<tr>
<td colspan="3" align="left">Between-group effects</td>
<td colspan="2" align="center">F &#x3d; 0.078, P &#x3d; 0.925</td>
</tr>
<tr>
<td colspan="3" align="left">Within-group effect (time effect)</td>
<td colspan="2" align="center">F &#x3d; 7.242, P &#x3c; 0.001</td>
</tr>
<tr>
<td colspan="3" align="left">Interaction effects</td>
<td colspan="2" align="center">F &#x3d; 1.918, P &#x3d; 0.080</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MVM, maternal vascular malperfusion; crSO<sub>2</sub>, cerebral regional oxygen saturation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Comparative analysis of crSO<sub>2</sub> across different time points among study groups.</p>
</caption>
<graphic xlink:href="fcell-14-1756278-g003.tif">
<alt-text content-type="machine-generated">Scatter plot showing crSO&#x2082; percentage from 40 to 90 versus weeks one to four, comparing three groups: no MVM (green), one to two types of MVM (red), and three to five types of MVM (blue).</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3-2">
<label>3.3.2</label>
<title>cFTOE</title>
<p>cFTOE increased consistently across postnatal weeks (time effect: F &#x3d; 6.712, P &#x3c; 0.001). During the first postnatal week, notable disparities in cFTOE were observed among the groups (P &#x3d; 0.026), post-hoc pairwise comparisons that the cFTOE in the 3&#x2013;5 MVM group was significantly lower than both the No MVM group (P &#x3d; 0.044) and the 1&#x2013;2 MVM group (P &#x3d; 0.021), while no difference was observed between the No MVM and 1&#x2013;2 MVM groups (P &#x3e; 0.05). No significant differences were found from week 2 to week 4 (all P &#x3e; 0.05). The time &#xd7; group interaction was not significant (F &#x3d; 1.716, P &#x3d; 0.183). The distribution of cFTOE in each group at different time points is presented in <xref ref-type="table" rid="T5">Table 5</xref> and <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>cFTOE values across postnatal weeks.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Variables</th>
<th align="center">No MVM (n &#x3d; 161)</th>
<th align="center">1-2MVM types (n &#x3d; 319)</th>
<th align="center">3&#x2013;5 MVM types (n &#x3d; 28)</th>
<th align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1st week, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">0.3505 (0.3253,0.3681)</td>
<td align="left">0.3499 (0.3238,0.3760)</td>
<td align="left">0.3368 (0.3052,0.3499)</td>
<td align="left">0.026<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">2nd week, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">0.3541 (0.3338,0.3745)</td>
<td align="left">0.3509 (0.3294,0.3772)</td>
<td align="left">0.3525 (0.3401,0.3635)</td>
<td align="left">0.750</td>
</tr>
<tr>
<td align="left">3rd week, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">0.3625 (0.3477,0.3859)</td>
<td align="left">0.3648 (0.3408,0.3843)</td>
<td align="left">0.3722 (0.3559,0.4014)</td>
<td align="left">0.468</td>
</tr>
<tr>
<td align="left">4th week, M (Q<sub>1</sub>, Q<sub>3</sub>)</td>
<td align="left">0.3649 (0.3370,0.3893)</td>
<td align="left">0.3657 (0.3412,0.3960)</td>
<td align="left">0.3728 (0.3523,0.3903)</td>
<td align="left">0.906</td>
</tr>
<tr>
<td colspan="2" align="left">Between-group effects</td>
<td colspan="3" align="center">F &#x3d; 0.261, P &#x3d; 0.771</td>
</tr>
<tr>
<td colspan="2" align="left">Within-group effect (time effect)</td>
<td colspan="3" align="center">F &#x3d; 6.712, P &#x3c; 0.001</td>
</tr>
<tr>
<td colspan="2" align="left">Interaction effects</td>
<td colspan="3" align="center">F &#x3d; 1.716, P &#x3d; 0.183</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MVM, maternal vascular malperfusion; cFTOE, cerebral fractional tissue oxygen extraction.</p>
</fn>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Post-hoc pairwise comparisons for cFTOE, at week 1: 3-5 MVM, types vs. No MVM:P &#x3d; 0.044; 3-5 MVM, types vs.1-2 MVM, types: P &#x3d; 0.021; No MVM, vs. 1-2 MVM, types: P &#x3e; 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Comparative analysis of cFTOE across different time points among study groups. &#x2a;,p &#x3c; 0.05.</p>
</caption>
<graphic xlink:href="fcell-14-1756278-g004.tif">
<alt-text content-type="machine-generated">Dot plot shows cFTOE values by week for three groups: no MVM (green), one to two types of MVM (red), and three to five types of MVM (blue). A significant difference in cFTOE is indicated in the first week.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>Association between MVM burden and cerebral oxygenation</title>
<sec id="s3-4-1">
<label>3.4.1</label>
<title>crSO<sub>2</sub> during the first postnatal week</title>
<p>Univariate linear regression analysis showed that compared with no MVM, 3-5 types of MVM group were associated with higher crSO<sub>2</sub> within the first week after birth (&#x3b2;: 1.686, 95%CI: 0.151&#x2013;3.220, P &#x3d; 0.032), while 1-2 types of MVM were not significant. After adjusting for confounding factors such as gestational diabetes mellitus, gestational hypertension, and hypothyroidism, the presence of placental findings of 3-5 types of MVM was associated with higher crSO<sub>2</sub> within the first week of life compared with no MVM (&#x3b2;: 1.648, 95%CI: 0.051&#x2013;3.245, P &#x3d; 0.044) (<xref ref-type="table" rid="T6">Table 6</xref>).</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Linear regression analysis of crSO<sub>2</sub> and cFTOE during the first postnatal week.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Variables</th>
<th colspan="4" align="center">Unadjusted</th>
<th colspan="4" align="center">Adjusted<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</th>
</tr>
<tr>
<th align="center">S.E</th>
<th align="center">t</th>
<th align="center">
<italic>P</italic>
</th>
<th align="center">&#x3b2; (95%CI)</th>
<th align="center">S.E</th>
<th align="center">t</th>
<th align="center">
<italic>P</italic>
</th>
<th align="center">&#x3b2; (95%CI)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="9" align="left">crSO<sub>2</sub>
</td>
</tr>
<tr>
<td align="left">&#x2003;No MVM</td>
<td colspan="4" align="center">Ref</td>
<td colspan="4" align="center">Ref</td>
</tr>
<tr>
<td align="left">&#x2003;1&#x2013;2 MVM types</td>
<td align="center">0.373</td>
<td align="center">&#x2212;0.179</td>
<td align="center">0.858</td>
<td align="center">&#x2212;0.067 (&#x2212;0.798, 0.664)</td>
<td align="center">0.385</td>
<td align="center">&#x2212;0.342</td>
<td align="center">0.732</td>
<td align="center">&#x2212;0.132 (&#x2212;0.886, 0.622)</td>
</tr>
<tr>
<td align="left">&#x2003;3-5MVM types</td>
<td align="center">0.783</td>
<td align="center">2.153</td>
<td align="center">0.032</td>
<td align="center">1.686 (0.151, 3.220)</td>
<td align="center">0.815</td>
<td align="center">2.022</td>
<td align="center">0.044</td>
<td align="center">1.648 (0.051, 3.245)</td>
</tr>
<tr>
<td colspan="9" align="left">cFTOE</td>
</tr>
<tr>
<td align="left">&#x2003;No MVM</td>
<td colspan="4" align="center">Ref</td>
<td colspan="4" align="center">Ref</td>
</tr>
<tr>
<td align="left">&#x2003;1&#x2013;2 MVM types</td>
<td align="center">0.004</td>
<td align="center">0.156</td>
<td align="center">0.876</td>
<td align="center">0.001 (&#x2212;0.007, 0.008)</td>
<td align="center">0.004</td>
<td align="center">0.330</td>
<td align="center">0.742</td>
<td align="center">0.001 (&#x2212;0.007, 0.009)</td>
</tr>
<tr>
<td align="left">&#x2003;3-5MVM types</td>
<td align="center">0.008</td>
<td align="center">&#x2212;2.344</td>
<td align="center">0.019</td>
<td align="center">&#x2212;0.020 (&#x2212;0.036, &#x2212;0.003)</td>
<td align="center">0.009</td>
<td align="center">&#x2212;2.185</td>
<td align="center">0.029</td>
<td align="center">&#x2212;0.019 (&#x2212;0.036, &#x2212;0.002)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>
<sup>a</sup>
</label>
<p>Linear regression analysis adjusted for Maternal age, BMI, before delivery, hypertensive disorders of pregnancy, Hypothyroidism, gestational diabetes mellitus, and Intrahepatic cholestasis of pregnancy. MVM, maternal vascular malperfusion. crSO<sub>2</sub>, cerebral regional oxygen saturation; cFTOE, cerebral fractional tissue oxygen extraction.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-4-2">
<label>3.4.2</label>
<title>cFTOE during the first postnatal week</title>
<p>Univariate linear regression analysis showed that compared with no MVM, 3-5 types of MVM group were associated with lower cFTOE within the first week after birth (&#x3b2; &#x3d; &#x2212;0.020, 95% CI: &#x2212;0.036 to &#x2212;0.003, P &#x3d; 0.019), while 1-2 types of MVM were not significant. After adjusting for confounding factors such as gestational diabetes mellitus, gestational hypertension, and hypothyroidism, the presence of placental findings of 3-5 types of MVM was associated with lower cFTOE within the first week of life compared with no MVM (&#x3b2; &#x3d; &#x2212;0.019, 95% CI: &#x2212;0.036 to &#x2212;0.002, P &#x3d; 0.029) (<xref ref-type="table" rid="T6">Table 6</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>MVM can disrupt fetal oxygen supply and contribute to severe neurological complications, such as reduced fetal brain volume (<xref ref-type="bibr" rid="B17">Oh et al., 2021</xref>). By monitoring cerebral tissue oxygenation status in neonates during the neonatal period, this study systematically investigated the dynamic association between the severity of maternal placental MVM pathology (quantified by the number of MVM lesion types) and neonatal cerebral oxygen metabolism. Key findings revealed that neonates with 3&#x2013;5 types of MVM lesions in the maternal placenta exhibited significantly higher crSO<sub>2</sub> and lower cFTOE within the first postnatal week, compared to those with fewer or no MVM lesions. These results suggest that severe MVM exerts a distinct impact on cerebral oxygen saturation in early neonates.</p>
<p>In the present study, neonates with 3-5 types of MVM had a slightly lower median gestational age (33.36 weeks) compared to those in the no MVM group (34 weeks) and the 1-2 types of MVM group (34 weeks). Placental dysfunction is strongly associated with preterm birth (<xref ref-type="bibr" rid="B4">Brink et al., 2022</xref>; <xref ref-type="bibr" rid="B24">Visser et al., 2021</xref>), a finding consistent with a prior study of 728 patients with gestational hypertension that reported a decreasing MVM incidence with advancing gestational age (95.4% at &#x3c;34 weeks, 69.8% at 34&#x2013;36 weeks, and 50% at &#x2265;37 weeks) (<xref ref-type="bibr" rid="B9">Freedman et al., 2023</xref>). Collectively, these observations support the conclusion that severe MVM constitutes a critical pathological substrate for preterm birth.</p>
<p>In addition, neonates in the 3-5 types of MVM group had a lower median birth weight (1,695&#xa0;g) compared to those in the no MVM group (1840&#xa0;g) and the 1-2 types of MVM group (1880&#xa0;g), suggesting a strong association between MVM and fetal intrauterine growth restriction (<xref ref-type="bibr" rid="B27">Zur et al., 2024</xref>). Notably, while no statistically significant difference was observed in the incidence of small for gestational age across the three groups (P &#x3d; 0.123)&#x2014;a finding potentially attributed to limited sample size&#x2014;the numerical trend in birth weight still supports the presence of an underlying association between MVM severity and fetal growth impairment.</p>
<p>With respect to maternal complications, the incidence of HDP in the 3-5 types of MVM subtypes group was 71.43%, which was significantly higher than that in the 1-2 types of MVM subtypes group (44.2%) and the no MVM group (40.37%). This finding aligns with current pathophysiological understanding: the pathological basis of HDP lies in insufficient spiral artery remodeling caused by impaired trophoblast invasion, whose placental manifestation is MVM, with the incidence of MVM positively correlated with the severity of HDP (<xref ref-type="bibr" rid="B25">Weiner et al., 2018</xref>). Notably, a study by Richter et al. reported an association between preeclampsia and lower cFTOE in early neonates, which is consistent with the results of the present study (<xref ref-type="bibr" rid="B18">Richter et al., 2020</xref>).</p>
<p>In the present study, neonates with 3-5 types of MVM exhibited a cerebral oxygenation profile characterized by elevated crSO<sub>2</sub> and reduced cFTOE during the early neonatal period. This seemingly paradoxical observation&#x2014;chronic intrauterine hypoxia associated with postnatal increases in cerebral oxygen saturation&#x2014;could potentially be interpreted as reflecting persistence of fetal cerebral blood flow compensatory mechanisms into the neonatal period. To counteract chronic intrauterine hypoxia, the fetus activates a &#x201c;brain-sparing effect&#x201d; that prioritizes cerebral perfusion over other organ systems. Such hemodynamic adaptations may persist postnatally for a transient period. For instance, prior research has demonstrated that preterm infants maintain higher cerebral blood flow even at corrected gestational age compared to term infants (<xref ref-type="bibr" rid="B3">Bouyssi-K et al., 2018</xref>). In the current study, the 3-5 types of MVM group had a slightly lower median gestational age than other groups, and their elevated cerebral oxygen saturation may reflect a more robust cerebral blood flow regulatory state linked to their younger gestational age. In essence, the presence of 3-5 types of MVM may induce a fetal cerebral adaptive pattern of &#x201c;hyperperfusion with reduced oxygen extraction,&#x201d; which persists transiently in the early postnatal period.</p>
<p>In the present study, crSO<sub>2</sub> levels in all neonates exhibited a downward trend with increasing postnatal age, while cFTOE levels gradually increased&#x2014;consistent with findings reported by <xref ref-type="bibr" rid="B15">Mohamed et al. (2021)</xref>. Notably, neonates with placental findings of MVM (particularly those with 3-5 types) had higher crSO<sub>2</sub> than those in the no MVM group during the first two postnatal weeks, but lower crSO<sub>2</sub> in later weeks; the magnitude of this crSO<sub>2</sub> shift was positively correlated with MVM severity. This observation suggests that the early cerebral hyperperfusion induced by MVM may resolve as vascular regulatory capacity normalizes, potentially unmasking latent effects on cerebral oxygen metabolism over time. Differences in cFTOE across the three groups reached statistical significance only during the first postnatal week. Longitudinal analyses of the data revealed that neither the between-group main effect nor the time &#xd7; group interaction effect reached statistical significance. These findings collectively indicate that intergroup differences in cerebral oxygenation were primarily restricted to the early neonatal period, rather than persisting longitudinally.</p>
<p>The present study advances understanding by elucidating the cumulative effect of placental MVM lesions. Herein, we quantified the &#x201c;cumulative burden of placental dysfunction&#x201d; using the number of distinct MVM lesion subtypes present in the mother, and for the first time, correlated this metric with neonatal cerebral oxygenation parameters (crSO<sub>2</sub>, cFTOE). Our findings indicate that when MVM lesions accumulate to three or more subtypes, they exert a significant impact on the cerebral tissue oxygenation status of offspring. This work suggests that a simplified quantitative assessment of placental pathology reports&#x2014;specifically, enumerating the number of MVM lesion subtypes&#x2014;may provide useful postnatal contextual information for interpreting early cerebral oxygenation patterns in neonates. Recognition of a higher cumulative MVM burden on placental examination may help identify neonates who could benefit from closer cerebral oxygenation monitoring during the first postnatal week, a critical period of physiological transition.</p>
<p>The present study, while offering valuable insights, is not without its limitations. One of the primary constraints lies in the relatively small size of the sample. When we take a closer look at the data, the issue becomes even more pronounced, particularly in the 3 - 5 types of MVM group. The number of cases is notably scarce. In statistical analysis, a small sample size may lead to a lack of statistical power. With a limited number of cases in the 3 - 5 types of MVM group, there is a heightened risk of type II errors. Although we observed statistically significant associations in the multiple regression model, we must state that this finding is mainly based on a small sample subgroup. Therefore, this association conclusion should be regarded as preliminary, highlighting the possible important link between the cumulative load of MVM and early cerebral oxygenation patterns, but the effect strength and generalizability still need to be confirmed through prospective studies with expanded samples, especially by increasing the number of severe MVM cases.</p>
<p>Another limitation of this study is that other placental pathological categories, including fetal vascular malperfusion (FVM) and maternal or fetal inflammatory responses (MIR/FIR), were not included in adjusted or sensitivity analyses. We explored the feasibility of incorporating FVM and inflammatory lesions into sensitivity analyses; however, due to very low event numbers and non-standardized reporting, such analyses were considered statistically unreliable and were therefore not presented. In addition, data on these lesions were derived from routine pathology reports, were not systematically graded or quantified, and showed low prevalence with no significant differences across MVM burden groups (<xref ref-type="sec" rid="s13">Supplementary Table S1</xref>). Under these conditions, further adjustment was unlikely to meaningfully alter effect estimates and could have compromised model stability, particularly given the small sample size in the highest MVM burden group. Nevertheless, residual confounding by other placental pathologies cannot be completely excluded, underscoring the need for future prospective studies with standardized placental phenotyping.</p>
<p>It is important to note this is a retrospective observational study. A potential selection bias exists in this study. The neonates born to the included mothers who underwent placental pathological testing limit the generalizability of the results to the entire neonatal population&#x2014;particularly to healthy full-term infants without overt clinical risk factors. This skews our study cohort toward mother-infant dyads with underlying risks or comorbidities. Retrospective observational studies rely on existing data. While they can provide a wealth of information based on real-world scenarios, they also come with inherent limitations. The current monitoring interval time for brain tissue oxygen saturation in this study may not be optimal. By having a relatively long monitoring interval, we might be missing out on more subtle changes in brain tissue oxygen saturation during the neonatal period.</p>
<p>Furthermore, preterm birth is widely recognized as one of the primary clinical outcomes of severe MVM, with a well-established bidirectional association between the two. As such, gestational age was not forcedly adjusted as a confounder in our primary analytical model&#x2014;this decision was made to avoid over-adjustment bias and prevent masking the changes in cerebral tissue oxygen saturation (ctSO<sub>2</sub>) directly driven by MVM itself. However, we acknowledge that this approach introduces a critical analytical challenge: it hinders the complete disentanglement of MVM&#x2019;s direct effects on ctSO<sub>2</sub> from its indirect effects mediated through preterm birth. To address this limitation, future prospective studies should employ more refined study designs (e.g., gestational age matching or stratification by preterm status) in larger cohorts to further dissect the causal pathways underlying this relationship.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>An association was observed between the presence of 3-5 types of maternal vascular malperfusion (MVM) and altered cerebral oxygenation parameters during the early postnatal period. These findings indicate that the cumulative burden of MVM lesions identified on postpartum placental examination may provide useful contextual information for interpreting early neonatal cerebral oxygenation patterns and highlight the need for closer physiological observation during the first postnatal week.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The datasets presented in this article are not readily available because The datasets used and analysed during the current study available from the corresponding author on reasonable request. Requests to access the datasets should be directed to tao_xiong@126.com.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethics Committee of West China Second University Hospital (Approval No. Z-2019-41-2101-04). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participant&#x2019;s legal guardians/next of kin because This study is a retrospective observational study that does not involve any intervention measures. Consequently, written consent from guardians is not necessary.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>YZ: Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review and editing, Conceptualization, Data curation, Investigation, Visualization. TY: Writing &#x2013; original draft, Conceptualization, Data curation, Methodology. JW: Writing &#x2013; original draft, Data curation, Methodology, Visualization. YM: Writing &#x2013; original draft, Data curation, Methodology, Project administration. JS: Writing &#x2013; original draft, Conceptualization, Data curation, Methodology. HD: Writing &#x2013; original draft, Conceptualization, Data curation. JL: Writing &#x2013; original draft, Conceptualization, Data curation. JT: Writing &#x2013; review and editing, Conceptualization, Methodology, Project administration, Resources, Visualization. TX: Writing &#x2013; review and editing, Conceptualization, Formal Analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<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 sec-type="supplementary-material" id="s13">
<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/fcell.2026.1756278/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcell.2026.1756278/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1452607/overview">Clara Limback</ext-link>, Oxford University Hospitals, United Kingdom</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3033354/overview">Tina Perme</ext-link>, University Medical Centre Ljubljana, Slovenia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3187488/overview">Chizuko Yaguchi</ext-link>, Hamamatsu University School of Medicine, Japan</p>
</fn>
</fn-group>
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