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Predictors of postpartum depression in threatened preterm labour: Importance of psychosocial factors
Julia Buesaa,b,1, Laura Campos-Bergaa,b,1, Marta Lizarana,c, Belén Almansaa,c, Farah Ghosna, Pilar Sierraa,b, Julia Andreua, Máximo Ventoe, Vicente Diagod, Ana García-Blancoa,b,c,
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ana.garcia-blanco@uv.es

Corresponding author.
a Mental Health Research Group, La Fe Health Research Institute (IISLAFE), Valencia, Spain
b Division of Psychiatry and Clinical Psychology, La Fe University and Polytechnic Hospital, Valencia, Spain
c Department of Personality, Evaluation, and Psychological Treatments, Faculty of Psychology, University of Valencia, Valencia, Spain
d Division of Obstetrics and Gynaecology, La Fe University and Polytechnic Hospital, Valencia, Spain
e Division of Neonatology, La Fe University and Polytechnic Hospital, Valencia, Spain
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">The World Health Organization has identified perinatal mental disorders as a first order health problem and has highlighted the need of specialized resources for their early detection and management&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">1</span></a> Postpartum depression &#40;PPD&#41; is the most frequent&#44; with an estimated incidence between 12&#46;5 and 15&#37;&#44; and with suicide being one of the main causes of maternal deaths &#40;5&#8211;20&#37;&#41; in high-income countries&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">1</span></a> PPD is especially common in high-risk pregnancies&#44; reaching rates of 54&#37;&#46;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">2&#44;3</span></a> In these cases&#44; in addition to the biological disturbances that babies may present&#44;<a class="elsevierStyleCrossRef" href="#bib0085"><span class="elsevierStyleSup">4</span></a> PPD affects mother&#8211;infant interaction&#44; additionally contributing to neurodevelopmental disorders in the offspring&#46;<a class="elsevierStyleCrossRef" href="#bib0090"><span class="elsevierStyleSup">5</span></a> Unfortunately&#44; despite its potential dramatic consequences&#44; PPD in high-risk pregnancies it is often underdiagnosed&#44; and its associated risk factors are still unknown&#46;<a class="elsevierStyleCrossRefs" href="#bib0080"><span class="elsevierStyleSup">3&#44;5</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">One of the main causes of high-risk pregnancy and the most frequent reason for obstetric admission is threatened preterm labour &#40;TPL&#41;&#44; which elicits an acute emotional distress&#44; even if it is not followed by preterm birth&#46;<a class="elsevierStyleCrossRef" href="#bib0095"><span class="elsevierStyleSup">6</span></a> Although antenatal depression after TPL has been demonstrated&#44;<a class="elsevierStyleCrossRef" href="#bib0100"><span class="elsevierStyleSup">7</span></a> there is only one longitudinal retrospective study focused on postpartum depressive symptoms in this specific population&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> This study found that 54&#46;7&#37; of women who experienced TPL presented PPD at early postpartum&#44; regardless of premature delivery&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a></p><p id="par0015" class="elsevierStylePara elsevierViewall">Accordingly&#44; the available literature is scarce and not exempt of methodological limitations&#46; Most studies correspond to cross-sectional designs&#44;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> with small sample sizes&#44;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> or retrospective measurements&#44;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> without a control group&#44;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">2&#44;3</span></a> assessing diverse obstetric complications &#40;caesarean delivery&#44; instrumented labour&#44; eclampsia and vaginal bleeding&#41;<a class="elsevierStyleCrossRef" href="#bib0080"><span class="elsevierStyleSup">3</span></a> and do not distinguish between idiopathic TPL and those secondary to other medical conditions<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> that may independently impact on foetal development and maternal psychopathology&#46;</p><p id="par0020" class="elsevierStylePara elsevierViewall">Our study aimed to longitudinally examine if women with an idiopathic TPL suffer from higher PPD symptoms and discern its associated risk factors through a multidisciplinary approach&#46; According to previous studies&#44;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">2&#44;3</span></a> we predicted that women who experienced TPL will present greater postpartum depressive symptomatology compared to controls&#44; even if they gave birth at term&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> We expected to find a specific profile of PPD risk factors in this population&#44; such as older maternal age&#44;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> lower social support&#44;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> lower educational level&#44;<a class="elsevierStyleCrossRef" href="#bib0080"><span class="elsevierStyleSup">3</span></a> unemployment&#44;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">2&#44;3</span></a> prenatal anxiety or depression symptoms<a class="elsevierStyleCrossRef" href="#bib0080"><span class="elsevierStyleSup">3</span></a> or caesarean delivery&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a></p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Methods</span><p id="par0025" class="elsevierStylePara elsevierViewall">This prospective study was composed of a cohort sample of pregnant women who experienced TPL &#40;defined by regular and painful uterine contractions and cervical changes&#44; with intact membranes&#41;&#44; between 23 and 34 weeks of gestation &#40;to ensure that they received a similar corticosteroid treatment protocol&#41;&#44; recruited at Obstetrics Hospitalization Unit in a tertiary referral hospital&#46; The cohort was divided depending on gestational age at birth&#58; TPL Full-term &#40;&#8805;37 weeks&#41; and TPL Preterm &#40;&#60;37 weeks&#41;&#46; The control group included women who reached &#8805;37 gestational weeks without complications&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">The exclusion criteria were&#58; &#40;i&#41; mother with severe obstetric complications or major medical disorders&#59; &#40;ii&#41; mothers of new-born who presented congenital malformations or chromosomopathy&#59; &#40;iii&#41; current diagnosis of a DSM-V Axis I psychiatric disorder&#44; based on medical records and structured interview&#59; &#40;iv&#41; risk of social exclusion according to the Europe 2020 Strategy&#44; or &#40;v&#41; significant language barriers&#46; As represented in <a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#44; a total of 149 TPL and 61 controls participated in the study&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0035" class="elsevierStylePara elsevierViewall">The follow-up covered from inclusion &#40;T1&#41; at TPL diagnosis or from dynamic onset in controls&#44; until 3 months postpartum &#40;T2&#41;&#46; At T1&#44; demographic and obstetric variables were collected&#59; psychological and socio-familiar status were assessed using standardized scales &#40;see <a class="elsevierStyleCrossRef" href="#tbl0010">Table 1</a>&#41;&#46; Saliva sample was obtained to determine cortisol and &#945;-amylase levels&#44; as objective stress biomarkers of the hypothalamic&#8211;pituitary&#8211;adrenal &#40;HPA&#41; axis and the sympathetic-adrenal-medullary &#40;SAM&#41; axis&#44; respectively&#46;<a class="elsevierStyleCrossRef" href="#bib0105"><span class="elsevierStyleSup">8</span></a> At T2&#44; data concerning neonatal variables were recorded&#44; and maternal postpartum depressive symptoms were evaluated using the Edinburgh Postpartum Depression Scale &#40;EPDS&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0110"><span class="elsevierStyleSup">9</span></a></p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Statistical analysis</span><p id="par0040" class="elsevierStylePara elsevierViewall">First&#44; differences in psychosocial&#44; demographic&#44; and antenatal data between TPL and control groups were examined using <span class="elsevierStyleItalic">t</span>-test or Chi-square statistics&#46; Second&#44; an ANOVA was conducted to detect differences between groups &#40;Preterm TPL&#59; Full-term TPL&#59; and Control&#41; on PPD symptomatology at 3 months post birth &#40;EPDS total score&#41;&#46; A Chi-square test was carried out to determine differences between groups regarding the number of depressed women &#40;EPDS total score &#8805;10&#41;&#46; Third&#44; a linear regression model was run for the TPL group to predict EPDS total score at 3 months postpartum based on potential risk factors&#58; demographic &#40;maternal age&#44; educational level&#44; occupation&#44; marital status&#41;&#44; psychosocial &#40;social support&#44; family adaptability and cohesion&#44; past maternal experience of post-traumatic stress symptoms&#44; maternal trait anxiety&#44; maternal state anxiety&#44; maternal depression and maternal cortisol&#47;&#945;-amylase levels at TPL diagnosis&#41;&#44; obstetric &#40;multiparous&#44; previous miscarriages&#44; multiple pregnancy&#44; <span class="elsevierStyleItalic">in vitro</span> fertilization&#44; gestational age at TPL diagnosis&#41;&#44; and neonatal data &#40;gestational age at birth&#44; caesarean&#44; neonatal admission at neonatal intensive care unit&#41;&#46; All the statistical analyses were performed using SPSS software &#40;version 25&#46;0&#41;&#46;</p></span></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0055">Results</span><p id="par0045" class="elsevierStylePara elsevierViewall">Final sample size&#44; demographic&#44; clinical&#44; biological&#44; and psychosocial variables are represented in <a class="elsevierStyleCrossRef" href="#tbl0010">Table 1</a>&#46;</p><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0060">Are women who suffered TPL at higher risk of PPD than controls&#44; even if they gave birth at term&#63;</span><p id="par0050" class="elsevierStylePara elsevierViewall">The ANOVA revealed a Group effect&#44; <span class="elsevierStyleItalic">F</span> &#40;1&#44; 208&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>7&#46;46&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;007&#44; indicating that the TPL group showed higher depressive symptoms quantified by EPDS total score&#46; Dunnett&#39;s multiple comparisons revealed that both women from Full-term TPL &#40;7&#46;27<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>4&#46;86&#41; and Preterm TPL &#40;6&#46;35<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>5&#46;16&#41; groups showed higher EPDS total score than the Control group &#40;4&#46;63<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>3&#46;39&#41;&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;015 and <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;041&#44; respectively&#46; Similarly&#44; Chi-square test showed that the proportion of women with PPD &#40;EPDS<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>10&#41; showed differences among groups&#44; <span class="elsevierStyleItalic">&#967;</span><span class="elsevierStyleSup">2</span> &#40;1&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>8&#46;05&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;005&#46; Specifically&#44; an increased number of PPD diagnosis in both the Full-term TPL group &#40;28&#37;&#41;&#44; <span class="elsevierStyleItalic">&#967;</span><span class="elsevierStyleSup">2</span> &#40;1&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>10&#46;19&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;001&#44; and the Preterm TPL group &#40;18&#37;&#41;&#44; <span class="elsevierStyleItalic">&#967;</span><span class="elsevierStyleSup"><span class="elsevierStyleItalic">2</span></span> &#40;1&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>6&#46;22&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;013&#44; was observed compared to the Control group &#40;5&#37;&#41;&#46;</p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Risk factors of PPD symptoms in women who suffered TPL</span><p id="par0055" class="elsevierStylePara elsevierViewall">A significant regression equation was found&#44; <span class="elsevierStyleItalic">F</span> &#40;4&#44; 93&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>7&#46;25&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>&#46;001&#44; <span class="elsevierStyleItalic">R</span><span class="elsevierStyleSup">2</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;25&#44; RAdjusted2&#61;&#46;21&#46; A regression model showed that EPDS total scores were predicted by&#58; &#8722;2&#46;89<span class="elsevierStyleHsp" style=""></span>&#43;<span class="elsevierStyleHsp" style=""></span>&#46;28 &#40;Traumatic Experiences Questionnaire score&#41;<span class="elsevierStyleHsp" style=""></span>&#8722;<span class="elsevierStyleHsp" style=""></span>2&#46;15 &#40;Educational level&#41;&#44; &#43;&#46;335 &#40;Maternal age&#41;&#44; and &#43;&#46;314 &#40;trait score of the State-Trait Anxiety Inventory&#41;&#46; Thus&#44; presenting history of trauma&#44; lower educational level&#44; older maternal age&#44; and increased anxiety trait were the main predictors of higher PPD symptoms in TPL women at 3 months after birth&#46;</p></span></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Discussion</span><p id="par0060" class="elsevierStylePara elsevierViewall">Our study found that experiencing an idiopathic episode of TPL led to more postpartum depressive symptoms and higher probability of PPD diagnosis&#44; including the women who suffered TPL but gave birth at term&#46; Consistent with prior research&#44;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">2&#44;3</span></a> TPL women&#44; regardless of preterm delivery&#44; share a critical stressor in the pregnancy&#44; which may influence on subsequently PDD&#46; Of note&#44; the influence of prenatal anxiety on PDD may be expected given the co-occurrence of anxiety and depression as distinct yet interconnected psychopathological constructs during the postpartum period&#46; This co-occurrence is reflected in the EPDS&#44; whose items capture symptoms related to anxiety&#46; Thus&#44; our findings add to previous literature that women suffering from an idiopathic TPL&#44; that is without additional stressful factors&#44; are also at-risk of PPD&#46;</p><p id="par0065" class="elsevierStylePara elsevierViewall">Regarding risk factors&#44; demographic and psychological features were identified as the main predictors&#46; These factors coincide with those found in the general population&#44;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">10</span></a> however in the population of our study&#44; they converge with the precipitant that is TPL as a stressor&#44; resulting in a heightened prevalence of postpartum depression compared to the general population&#46; Whereas older maternal age has also been found as predictor of PPD after TPL&#44; other predictors previously reported as lower social support or unemployment were not found in our study&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">2</span></a> In this sense&#44; the interrelation between lower educational level&#44; unemployment and lower social support must be considered&#46; Furthermore&#44; note that women at-risk of social exclusion were not included&#46; Thus&#44; in low social risk populations&#44; education level may be more relevant than socioeconomic level&#46;</p><p id="par0070" class="elsevierStylePara elsevierViewall">As for maternal psychological status&#44; we found that history of trauma and increased trait anxiety were predictors for PPD rather than maternal mental health status at TPL diagnosis&#46; This could be attributed to the fact that the diagnosis of TPL elicits significant stress in all women&#44;<a class="elsevierStyleCrossRef" href="#bib0095"><span class="elsevierStyleSup">6</span></a> but those who are more vulnerable are more likely to later develop depressive symptoms&#46; We consider that experiencing TPL in women who have history of trauma&#44; could be a form of retraumatization&#44; which would lead to a re-emergence of symptoms previously experienced&#46;<a class="elsevierStyleCrossRef" href="#bib0120"><span class="elsevierStyleSup">11</span></a> Likewise&#44; presenting anxiety traits&#44; marked by a tendency to develop worse coping strategies&#44; may entail greater difficulty when coping with adverse situations&#44; leading to a greater probability of developing PPD&#46;<a class="elsevierStyleCrossRef" href="#bib0125"><span class="elsevierStyleSup">12</span></a></p><p id="par0075" class="elsevierStylePara elsevierViewall">Regarding the relationship between biological biomarkers and PPD&#44; it is known that the pathophysiological process of idiopathic TPL involves inflammatory mechanisms&#46; Thus&#44; chronic stress causes deregulation of the immune system that can alter the SAM and HPA axis functioning&#44; leading to the appearance of TPL<a class="elsevierStyleCrossRef" href="#bib0105"><span class="elsevierStyleSup">8</span></a> and the development of depression&#46;<a class="elsevierStyleCrossRef" href="#bib0130"><span class="elsevierStyleSup">13</span></a> In our study&#44; those psychosocial factors that predicted the development of PPD were related to chronic stress&#44; while acute psychopathology and stress biomarkers at TPL diagnosis were not founded as predictors&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">To the best of our knowledge&#44; this is the first prospective longitudinal study with a biopsychosocial approach&#44; carried by a multidisciplinary team&#44; that includes both the stress inherent to TPL and the prior psychosocial vulnerability&#46; As limitations&#44; restricted inclusion criteria could limit the sample size and the generalization of the results&#46; Although this study examined the effect of primary TPL&#44; different distribution of obstetric and neonatal factors between TPL and control groups should be considered&#44; but this difference is hardly avoidable&#44; since the TPL is associated with higher rates of IVF&#44; multiple pregnancy&#44; preterm birth and longer NICU&#46; Nonetheless&#44; these variables were not found to be predictors of DPP&#46; Additionally&#44; we consider that the results reflect significant differences in both the quantitative and qualitative interpretation of the EPDS scores&#44; which makes it necessary to deepen the psychopathological evaluation of these women&#46; Finally&#44; the lack of stress biomarkers levels from early pregnancy or pregestational period&#44; makes unable to define women&#39;s basal profile&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">In conclusion&#44; experiencing complications such as TPL during pregnancy may conform a population at-risk of PPD&#46; This risk is mediated by sociodemographic and psychological factors related to chronic stress&#46; Early detection of these potentially modifiable risk factors in vulnerable pregnant women would help prevent PPD and improve the maternal&#8211;infant prognosis&#46;</p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Ethical approval</span><p id="par0090" class="elsevierStylePara elsevierViewall">The Research Ethics Committee of the La Fe Health Research Institute approved the study protocol &#40;Ref&#46; 2015&#47;0086&#41;&#46; Informed consent was obtained from all participants&#46;</p></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Authors&#8217; contributions</span><p id="par0095" class="elsevierStylePara elsevierViewall">We confirm that this manuscript has been read and approved by all authors whose names are listed below&#44; and that no other persons who meet the authorship criteria are not listed&#46;</p><p id="par0100" class="elsevierStylePara elsevierViewall">JB&#58; Research&#44; Methodology&#44; Validation&#44; Resources&#44; Formal analysis&#44; Writing &#8211; Preparation of the original draft&#44; Writing &#8211; Review and editing&#46;</p><p id="par0105" class="elsevierStylePara elsevierViewall">LCB&#58; Research&#44; Methodology&#44; Validation&#44; Resources&#44; Formal analysis&#44; Writing &#8211; Preparation of original draft&#46;</p><p id="par0110" class="elsevierStylePara elsevierViewall">ML&#58; Research&#44; Data curation&#46;</p><p id="par0115" class="elsevierStylePara elsevierViewall">BA&#58; Software&#44; Formal analysis&#44; Visualization&#46;</p><p id="par0120" class="elsevierStylePara elsevierViewall">FG&#58; Research&#44; Writing &#8211; Preparation of the original draft&#46;</p><p id="par0125" class="elsevierStylePara elsevierViewall">PD&#58; Methodology&#44; Supervision&#46;</p><p id="par0130" class="elsevierStylePara elsevierViewall">JA&#58; Software&#44; Data curation&#46;</p><p id="par0135" class="elsevierStylePara elsevierViewall">MV&#58; Conceptualization&#44; Methodology&#46;</p><p id="par0140" class="elsevierStylePara elsevierViewall">VD&#58; Conceptualization&#44; Resources&#46;</p><p id="par0145" class="elsevierStylePara elsevierViewall">AGB&#58; Conceptualization&#44; Fundraising&#44; Supervision&#44; Writing &#8211; Review and editing&#46;</p></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Funding</span><p id="par0150" class="elsevierStylePara elsevierViewall">This study has been funded by the Carlos III Health Institute &#40;Ministry of Science and Innovation&#41; through the Miguel Servet CP21&#47;0008&#44; Juan Rod&#233;s JR22&#47;00030&#44; R&#237;o Hortega CM21&#47;00049&#44; R&#237;o Hortega CM20&#47;00143 and PFIS FI19&#47;00202 contracts&#44; and co-financed by the European Union&#46; Likewise&#44; it is part of the PI18&#47;01352 and PI21&#47;00549 Projects&#44; funded by the Carlos III Health Institute &#40;ISCIII&#41; &#40;Ministry of Science and Innovation&#41; and co-financed by the European Union&#46; Additionally&#44; this work has been supported by the <span class="elsevierStyleGrantSponsor" id="gs3">Spanish Ministry of Education</span> through the <span class="elsevierStyleGrantNumber" refid="gs3">FPU18&#47;01997</span> and FPU20&#47;02548 contracts&#46;</p></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Conflict of interest</span><p id="par0155" class="elsevierStylePara elsevierViewall">The authors declare no conflict of interest&#46; The funders had no role in the study design&#59; in the collection&#44; analysis or interpretation of data&#59; nor in the writing of the manuscript&#44; or in the decision to publish the results&#46;</p></span></span>"
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              "titulo" => "Risk factors of PPD symptoms in women who suffered TPL"
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    "fechaRecibido" => "2023-02-23"
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            0 => "Postpartum depression"
            1 => "Anxiety"
            2 => "Pregnancy"
            3 => "Trauma"
            4 => "Predictor"
            5 => "Social"
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          "clase" => "abr"
          "titulo" => "Abbreviations"
          "identificador" => "xpalclavsec1771364"
          "palabras" => array:3 [
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            1 => "TPL"
            2 => "IVF"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Background</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Postpartum depression &#40;PPD&#41; is more common in high-risk pregnancies&#46; One of the main causes of high-risk pregnancy is threatened preterm labour &#40;TPL&#41;&#44; a stressful event which involves psychological consequences for the mother&#46; The objective of this study was to identify those psychosocial factors that may imply a greater risk of PPD in TPL women&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Material and methods</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">A prospective cohort study was carried out&#44; consisting of a sample of 149 pregnant women who suffered from a TPL during pregnancy&#44; and 61 controls&#46; At the time of inclusion&#44; demographic&#44; obstetric&#44; biological&#44; and psychosocial variables were collected&#46; At 3 months postpartum&#44; depressive symptoms were evaluated along with their predictive factors&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">Women who suffered TPL showed higher scores in depressive symptomatology &#40;<span class="elsevierStyleItalic">F</span> &#40;1&#44; 208&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>7&#46;46&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>&#46;007&#41;&#44; as well as higher probability of PPD diagnosis than controls &#40;<span class="elsevierStyleItalic">&#967;</span><span class="elsevierStyleSup">2</span> &#40;1&#41;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>8&#46;05&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>005&#41;&#46; Higher maternal age &#40;&#43;&#46;335&#41;&#44; lower educational level &#40;&#8722;2&#46;15&#41;&#44; history of trauma &#40;&#43;&#46;28&#41; and higher trait anxiety scores &#40;&#43;&#46;314&#41; were the main predictors of PPD after TPL&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">Experiencing TPL during pregnancy&#44; carries a higher risk of PPD&#46; This risk is mediated by sociodemographic and psychological factors related to chronic stress&#46; The detection of these potentially modifiable risk factors in pregnant women after experiencing TPL would help prevent PPD and improve the maternal&#8211;infant prognosis&#46;</p></span>"
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                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">TPLFull-term&#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>36&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t\t\t</th><th class="td" title="\n
                  \t\t\t\t\ttable-head\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">Control&#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>61&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t\t\t</th><th class="td" title="\n
                  \t\t\t\t\ttable-head\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black"><span class="elsevierStyleItalic">p</span> value&#40;TPL General <span class="elsevierStyleItalic">vs</span> Control&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t\t\t</th></tr></thead><tbody title="tbody"><tr title="table-row"><td class="td-with-role" title="\n
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Maternal age</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t">32&#46;85 &#40;5&#46;16&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">32&#46;92 &#40;5&#46;00&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">32&#46;63 &#40;5&#46;73&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">32&#46;34 &#40;4&#46;16&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">&#46;496&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Primary&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">28 &#40;20&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">21 &#40;19&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">7 &#40;22&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">10 &#40;17&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " rowspan="3" align="center" valign="middle">&#46;815</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Secondary&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">51 &#40;36&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">41 &#40;37&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">10 &#40;31&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">24 &#40;40&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>University&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">63 &#40;44&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">48 &#40;44&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">15 &#40;47&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">26 &#40;43&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Occupation</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Employed&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">116 &#40;79&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">85 &#40;77&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">31 &#40;86&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">40 &#40;69&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " rowspan="2" align="center" valign="middle">&#46;111</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Unemployed&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">30 &#40;21&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">25 &#40;23&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">5 &#40;14&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">18 &#40;31&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Marital status</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>In a relationship&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">128 &#40;93&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">102 &#40;94&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">26 &#40;90&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">51 &#40;96&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " rowspan="2" align="center" valign="middle">&#46;459</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>Divorced&#47;single&#47;widow&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">9 &#40;7&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">6 &#40;6&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">3 &#40;10&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">2 &#40;4&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " colspan="6" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleVsp" style="height:0.5px"></span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Multiparous</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">40 &#40;27&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">30 &#40;26&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">10 &#40;28&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">29 &#40;48&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#46;004&#42;&#42;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">Previous miscarriages</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">34 &#40;23&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t">27 &#40;24&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t">7 &#40;19&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">12 &#40;20&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">&#46;617&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleItalic">IVF</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="char" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleItalic">56</span> &#40;<span class="elsevierStyleItalic">38</span>&#37;<span class="elsevierStyleItalic">&#41;</span>&nbsp;\t\t\t\t\t\t\n
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        "texto" => "<p id="par0160" class="elsevierStylePara elsevierViewall">We express our gratitude to all the women who have agreed to participate in the research&#44; as well as to the professionals who assist them in this important period&#46; We also thank the Hospital Universitario y Polit&#233;cnico La Fe for providing us with the material resources necessary to carry out the study&#46;</p>"
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ISSN: 29502853
Original language: English
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