RESUMO
The role of milk and dairy products in supplying iodine to pregnant women is unknown in Portugal. The aim of this study was to evaluate the association between milk and dairy product consumption and the iodine status of pregnant women in the IoMum cohort of the Oporto region. Pregnant women were recruited between 10 and 13 weeks of gestation, when they provided a spot urine sample and information on lifestyle and intake of iodine-rich foods. Urinary iodine concentration (UIC) was determined by inductively coupled plasma MS. A total of 468 pregnant women (269 iodine supplement users and 199 non-supplement users) were considered eligible for analysis. Milk (but not yogurt or cheese) intake was positively associated with UIC, in the whole population (P = 0·02) and in the non-supplement users (P = 0·002), but not in the supplement users (P = 0·29). In non-supplement users, adjusted multinomial logistic regression analysis showed that milk consumption <3 times/month was associated with a five times increased risk of having UIC < 50 µg/l when compared with milk consumption ≥2 times/d (OR 5·4; 95 % CI 1·55, 18·78; P = 0·008). The highest UIC was observed in supplement users who reported consuming milk once per d (160 µg/l). Milk, but not yogurt or cheese, was positively associated with iodine status of pregnant women. Despite the observed positive association, daily milk consumption may not be sufficient to ensure adequate iodine intake in this population.
Assuntos
Laticínios , Iodo , Leite , Animais , Suplementos Nutricionais , Feminino , Humanos , Iodo/análise , Leite/química , Estado Nutricional , Gravidez , GestantesRESUMO
Lack of knowledge about iodine has been suggested as a risk factor for iodine deficiency in pregnant women, but no studies have addressed this issue in Portugal. So, the aim of this study was to investigate iodine knowledge among Portuguese pregnant women and its association with iodine status. IoMum, a prospective observational study, included 485 pregnant women recruited at Centro Hospitalar e Universitário de S. João, Porto, between the 10th and 13th gestational weeks. Partial scores for knowledge on iodine importance, on iodine food sources or on iodised salt were obtained through the application of a structured questionnaire. Then, a total iodine knowledge score was calculated and grouped into low, medium and high knowledge categories. Urinary iodine concentration (UIC) was measured in spot urine samples by inductively coupled plasma MS. Of the pregnant women, 54 % correctly recognised iodine as important to neurocognitive development, 32 % were unable to identify any iodine-rich food and 71 % presented lack of knowledge regarding iodised salt. Of the women, 61 % had a medium total score of iodine knowledge. Knowledge on iodine importance during pregnancy was positively associated with iodine supplementation and also with UIC. Nevertheless, median UIC in women who correctly recognised the importance of iodine was below the cut-off for adequacy in pregnancy (150 µg/l). In conclusion, knowledge on iodine importance is positively associated with iodine status. Despite this, recognising iodine importance during pregnancy may not be sufficient to ensure iodine adequacy. Literacy-promoting actions are urgently needed to improve iodine status in pregnancy.
Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Iodo , Gestantes , Estudos de Coortes , Estudos Transversais , Feminino , Humanos , Iodo/análise , Estado Nutricional , Portugal , Gravidez , Cloreto de Sódio na DietaRESUMO
This study examined the developmental trajectories of general and breathing movements in fetal twins. Fetal movement patterns were assessed from real-time ultrasound recordings performed at 12-15, 20-23, and 28-32 weeks of gestation in 42 twin pairs. Results indicated that both general movements and breathing movements followed a curvilinear, inverted U-shaped curve. Developmental trajectories were unrelated within pairs of twins and were not associated with gestational age at birth and birth weight. However, sex differences were found for general movements with males displaying more time making general movements at 21 weeks and a steeper decline in time spent making general movements during the second half of pregnancy than females. These age-related changes in fetal movements may reflect CNS development. These findings also suggest that twins' behavioral development is largely independent of co-twin development, gestational age at birth, and birth weight, but not of fetal sex.
Assuntos
Desenvolvimento Fetal/fisiologia , Movimento Fetal/fisiologia , Gravidez de Gêmeos , Mecânica Respiratória/fisiologia , Feminino , Idade Gestacional , Humanos , Masculino , Gravidez , Respiração , Gêmeos , Ultrassonografia Pré-NatalRESUMO
Background The ductus venosus agenesis (DVA) is a rare condition with a variable prognosis that relies partly on the presence of associated conditions. The purpose of our study was to analyze the literature regarding the post-natal outcome of fetuses with DVA associated with fetal malformations, in order to discuss the best management options for couples. Methods We performed a systematic review of the literature of MEDLINE and SCOPUS electronic databases in a 25-year period from 1992 to September 2017. Methods We found 340 cases of DVA associated with fetal abnormalities. The most common chromosomal abnormalities were: monosomy X (12/48, 25%), trisomy 21 (11/48, 22.9%) and trisomy 18 (6/48, 12.5%). From the 340 cases with DVA, in 31 cases the umbilical venous shunt type was not reported. Of the fetuses, 60.8% (188/309) had an extrahepatic umbilical venous drainage while 39.2% (121/309) presented an intrahepatic connection. The DVA was associated in 71 cases (23.0%) with cardiac abnormalities, in 82 cases (26.5%) with extracardiac abnormalities and in 85 cases (27.5%) with both cardiac and extracardiac abnormalities. Conclusion DVA associated with both cardiac and extracardiac malformations may confer a poorer fetal outcome, a clinically relevant fact that should clarify what can be expected from this entity and help prenatal counseling.
Assuntos
Anormalidades Múltiplas/diagnóstico , Feto , Cardiopatias Congênitas/diagnóstico , Veias Umbilicais/anormalidades , Veias/anormalidades , Feminino , Feto/irrigação sanguínea , Feto/diagnóstico por imagem , Humanos , Recém-Nascido , Masculino , Gravidez , Resultado da Gravidez , Ultrassonografia Pré-Natal/métodosRESUMO
Preterm birth (PTB) represents a heavy burden in modern obstetrics as it is a major cause of perinatal morbidity and mortality. After the introduction of transvaginal sonography (TVS) screening, secondary prevention of PTB has been re-evaluated on the basis of pre-existing cervical length (CL) and meanwhile the cervical pessary has become an object of increasing interest. This device consists of a silicone cone acting mechanically, that can be easily placed or removed, but whose efficacy is still controversial. Therefore, this study aims to review the most recent evidence regarding its efficacy for prevention of PTB, together with the correct position, the evidence regarding the mechanism of action, the exclusion criteria for pessary placement and the reasons for precocious removal. Overall, it is well tolerated and there are no reports on severe associated side effects. Finally, we discuss published data regarding cervical pessary efficacy. Although results are still conflicting, it seems however to be an effective method for preventing PTB, both in singleton and multiple pregnancies, but further evidence is needed.
Assuntos
Pessários/estatística & dados numéricos , Nascimento Prematuro/prevenção & controle , Contraindicações , Feminino , Humanos , Pessários/efeitos adversos , Gravidez , Gravidez Múltipla , Resultado do TratamentoRESUMO
Objective The objective of this study was to assess possible day-night differences in perinatal and maternal labor outcomes in a hospital setting with no day-night differences in the presence of experienced medical staff. Design This was a retrospective study conducted over 5 years between 2008 and 2012. Setting This study was set at the obstetric delivery unit in a tertiary hospital. Population A total of 9,143 singleton deliveries were assessed after 34 weeks of gestation and after exclusion of major congenital malformations, inductions of labor, and elective cesarean sections. Materials and Methods Data were collected using the hospital electronic medical records. Time periods of 8 hours were defined (daytime between 8 am and 4 pm, evening time between 4 pm and 12 pm, and nighttime between 12 pm and 8 am). Differences between the three time periods were assessed using software R Core Team (2013). Main outcome measures were neonatal birth asphyxia, neonatal intensive care unit admission, and neonatal death. Results There were no differences in perinatal and maternal outcomes in the course of the day, apart from a higher incidence of third- and fourth-degree tears during the evening. Neonatal outcome after obstetric emergencies (uterine rupture, partial placental abruption, and cord prolapse) also showed no day-night differences. Conclusion Adverse nighttime-related outcomes may be avoided by the 24/7 presence of experienced medical staff.
Assuntos
Corpo Clínico Hospitalar , Complicações do Trabalho de Parto/epidemiologia , Avaliação de Resultados em Cuidados de Saúde , Admissão e Escalonamento de Pessoal , Resultado da Gravidez , Parto Obstétrico , Feminino , Humanos , Recém-Nascido , Unidades de Terapia Intensiva Neonatal , Masculino , Assistência Perinatal , Portugal , Gravidez , Estudos Retrospectivos , Centros de Atenção Terciária , Carga de TrabalhoRESUMO
Lateral or transverse facial clefts are the most frequent of the atypical facial clefts, classified by Tessier as no. 7 clefts. Most of the cases are diagnosed at birth, while few cases are diagnosed prenatally. We report a case of prenatal ultrasound detection and three-dimensional characterisation of a lateral facial cleft at 21 weeks of gestation, which was terminated at 22 weeks. It was a transverse cleft, running through the left cheek towards the ear, along with micrognathia and mild polyhydramnios. We also present a review on classification, anatomical features and prenatal diagnosis of Tessier no. 7 cleft.
Assuntos
Anormalidades Craniofaciais/diagnóstico por imagem , Ultrassonografia Pré-Natal/métodos , Aborto Induzido , Adulto , Amniocentese , Anormalidades Craniofaciais/classificação , Feminino , Humanos , Imageamento Tridimensional , GravidezRESUMO
BACKGROUND: The difficulties in the psychological adaptation to the infertility diagnosis and assisted reproductive technology (ART) treatments have shown influence on the sperm quality. The biological and psychological aspects of infertility seem not to be independent. OBJECTIVE: To analyze the impact of depressive symptoms, anxiety, dyadic adjustment and infertility stress on the sperm quality of the men proposed to ART first or repeated experience. MATERIALS AND METHODS: This transversal study was conducted in the Medically Assisted Reproduction Unit of Centro Hospitalar de São João, in Porto, Portugal. 112 men with infertility diagnosis were included to initiate an ART cycle. Participants completed the Inventory State-Trait Anxiety-Form Y (STAI-Y), the Beck Depression Inventory-II (BDI-II), the Dyadic Adjustment Scale (DAS) and the Inventory of Fertility Problems (IFP) before the beginning of the treatment. RESULTS: The state-anxiety had a negative linear impact on the slow progressive motility (p<0.05). However, depressive symptoms assumed a suppressor effect on this variable, enhancing its importance as a predictor. CONCLUSION: Results show that psychopathological symptoms before an ART cycle can influence the sperm motility. However, this association seems to only be present in men undergoing first experience ART treatments. Thus, this research shows the need for mental health professionals to respond to emotional difficulties of the male gender, through the development of psychological interventions adjusted, so as to minimize the impact of exposure to ART treatments.
Assuntos
Adaptação Psicológica , Infertilidade/terapia , Técnicas de Reprodução Assistida/psicologia , Motilidade dos Espermatozoides/fisiologia , Adulto , Ansiedade/psicologia , Depressão/psicologia , Humanos , Infertilidade/psicologia , Masculino , Portugal , Escalas de Graduação Psiquiátrica/estatística & dados numéricos , Estresse Psicológico/psicologiaRESUMO
INTRODUCTION: Using vital statistics, the Portuguese National Health Plan predicts that 14% of live births will be preterm in 2016. The prediction was based on a preterm birth rise from 5.9% in 2000 to 8.8% in 2009. However, the same source showed an actual decline from 2010 onwards. To assess the plausibility of national preterm birth trends, we aimed to compare the evolution of preterm birth and low birthweight rates between vital statistics and a hospital database. MATERIAL AND METHODS: A time-trend analysis (2004-2011) of preterm birth (<37 gestational weeks) and low birthweight (<2500 g) rates was conducted using data on singleton births from the national birth certificates (n = 801,783) and an electronic maternity unit database (n = 21,392). Annual prevalence estimates, ratios of preterm birth:low birthweight and adjusted prevalence ratios were estimated to compare data sources. RESULTS: Although the national prevalence of preterm birth increased from 2004 (5.4%), particularly between 2006 and 2009 (highest rate was 7.5% in 2007), and decreased after 2009 (5.7% in 2011), the prevalence at the maternity unit remained constant. Between 2006 and 2009, preterm birth was almost 1.4 times higher in the national statistics (using the national or the catchment region samples) than in the maternity unit, but no differences were found for low birthweight. CONCLUSION: Portuguese preterm birth prevalence seems biased between 2006 and 2009, suggesting that early term babies were misclassified as preterm. As civil registration systems are important to support public health decisions, monitoring strategies should be taken to assure good quality data.
Assuntos
Nascimento Prematuro/epidemiologia , Adulto , Declaração de Nascimento , Peso ao Nascer , Bases de Dados Factuais , Feminino , Humanos , Recém-Nascido , Portugal/epidemiologia , Gravidez , Prevalência , Estatísticas VitaisRESUMO
OBJECTIVES: The aim of this study was to evaluate the inter- and intra-observer variabilities in the cervical length (CL) measurement by transvaginal ultrasound (TVU) in the first and second trimesters of pregnancy. MATERIALS AND METHODS: A total of 55 singleton pregnant women were evaluated in the first or second ultrasound. Each patient was blindly evaluated by three of the four observers who performed three measurements each. RESULTS: In the first and second trimesters, patients were evaluated at 12.3 weeks (mean) and 21.3 weeks (mean), respectively. The intra-class correlation coefficients (ICC) between observers in the first and second trimesters were 0.76 and 0.72, respectively, and the ICCs within observers were 0.889 and 0.899, respectively. In both trimesters, the main source of variance was the patient and the second source of variance was the interaction, Patient×Observer (12.0% and 13.5%, respectively). The observer and measurement explained a small proportion of variance in both trimesters (1.4% and 0.4%, respectively in the 1st trimester, and 3.3% and 0%, respectively in the 2nd trimester). The residual variances were 10.6% and 11.2%, and the standard errors of measurement were 1.78 mm and 1.82 mm for the first and second trimesters, respectively. CONCLUSIONS: TVU is a reliable and reproducible method by which to predict preterm birth in both the first and second trimesters.
Assuntos
Medida do Comprimento Cervical , Adulto , Feminino , Humanos , Variações Dependentes do Observador , Gravidez , Primeiro Trimestre da Gravidez , Segundo Trimestre da Gravidez , Estudos Prospectivos , Adulto JovemRESUMO
AIMS: To evaluate the differences in linear and complex heart rate dynamics in twin pairs according to fetal sex combination [male-female (MF), male-male (MM), and female-female (FF)]. METHODS: Fourteen twin pairs (6 MF, 3 MM, and 5 FF) were monitored between 31 and 36.4 weeks of gestation. Twenty-six fetal heart rate (FHR) recordings of both twins were simultaneously acquired and analyzed with a system for computerized analysis of cardiotocograms. Linear and nonlinear FHR indices were calculated. RESULTS: Overall, MM twins presented higher intrapair average in linear indices than the other pairs, whereas FF twins showed higher sympathetic-vagal balance. MF twins exhibited higher intrapair average in entropy indices and MM twins presented lower entropy values than FF twins considering the (automatically selected) threshold rLu. MM twin pairs showed higher intrapair differences in linear heart rate indices than MF and FF twins, whereas FF twins exhibited lower intrapair differences in entropy indices. CONCLUSIONS: The results of this exploratory study suggest that twins have sex-specific differences in linear and nonlinear indices of FHR. MM twins expressed signs of a more active autonomic nervous system and MF twins showed the most active complexity control system. These results suggest that fetal sex combination should be taken into consideration when performing detailed evaluation of the FHR in twins.
Assuntos
Frequência Cardíaca Fetal , Gravidez de Gêmeos , Caracteres Sexuais , Adulto , Feminino , Humanos , Masculino , Gravidez , Gêmeos , Adulto JovemAssuntos
Apneia Obstrutiva do Sono , Mulheres , Feminino , Humanos , Programas de Rastreamento , Obesidade , GravidezRESUMO
AIM: To perform a systematic review to assess the accuracy of first-trimester ultrasound (US) in the diagnoses of major structural malformations in chromosomally normal fetuses. METHODS: References were obtained from the MEDLINE database, without time range limitations. For each, the risk of bias was evaluated and the important data were extracted. Only studies that used first-trimester US to diagnose major structural malformations were included. We evaluated the sensitivity of US over a low-risk unselected population of pregnant women carrying euploid fetuses. RESULTS: A total of 19 studies were included, contributing to 126,937 fetuses and 1399 major malformations. The prevalence of lethal and severe malformations obtained was 1.2% [95% confidence interval (CI), 1.0-1.4]. Both averaged and pooled sensitivity, 50.0% (95% CI 44.1-55.9) and 45.2%, respectively, presented a moderate value for first-trimester US in the detection of structural malformations. CONCLUSION: Based on our analysis of the data, the average sensitivity of first-trimester US to detect structural malformations was 50%. It is our conviction that US has the potential to evolve in this role by exploiting the natural history of malformations and the development of US techniques.
Assuntos
Anormalidades Congênitas/diagnóstico por imagem , Primeiro Trimestre da Gravidez , Ultrassonografia Pré-Natal , Feminino , Humanos , GravidezRESUMO
The aims of the this prospective study were to analyse physical activity (PA) engagement during the first and second trimesters, considering the different guidelines published on PA, to document the individual characteristics associated with the accomplishment of these guidelines and to examine pregnant women's perceived barriers to leisure PA, using a socioecological framework. A sample of 133 pregnant women in two stages--at 10-12 weeks' gestation (T1) and 20-22 weeks' gestation (T2)--were evaluated. PA was assessed by accelerometry during the T1 and T2 evaluation stages. Socio-demographic characteristics, lifestyle factors and barriers to leisure PA were assessed via questionnaire. A large proportion of women (ranging from 32% to 96%) did not reach the levels of PA recommended by the guidelines. There were no significant differences between T1 and T2 with regard to compliance with PA recommendations. A decrease in PA levels from T1 to T2 was noted for all recommendations. No associations were found between participants' characteristics and adherence to the recommendations in T1 and T2. No significant differences were found in barriers to leisure PA between T1 and T2. The most commonly reported barriers to leisure PA were intrapersonal, not health related. Our results indicate that there were no differences between trimesters regarding compliance of PA recommendations, and perceived barriers were similar in both trimesters.
Assuntos
Exercício Físico , Guias como Assunto , Comportamentos Relacionados com a Saúde , Atividades de Lazer , Estilo de Vida , Cooperação do Paciente , Feminino , Humanos , Atividade Motora , Percepção , Gravidez , Trimestres da Gravidez , Estudos Prospectivos , Inquéritos e QuestionáriosRESUMO
INTRODUCTION: The aim of this study was to evaluate the clinical impact of systematically performing autopsies following selective termination of pregnancy. MATERIAL AND METHODS: A retrospective study of necropsies following medical termination of pregnancy performed in a tertiary referral hospital. A correlation between prenatal diagnosis and postmortem findings was performed. The cases were classified as having complete agreement, complete disagreement or major agreement with additional information. A comparison between multiples (n = 29) and singletons (n = 374) was undertaken. RESULTS: The median gestational age at the time of termination/selective feticide was 19 (11-34) weeks in multiples and 18 (6-36) weeks in singletons (p = 0.190). In 5 cases (17.2%) of multiples (50.0% submitted to selective feticide) fetal autopsy was not possible, while in singletons autopsy was not feasible in only 1.3% (p < 0.005). DISCUSSION: Contrarily to singleton pregnancies, in twin pregnancies with termination of 1 fetus it should not be possible to undertake an autopsy. When a selective termination is performed away from delivery, the time of retention may hinder the feasibility of the necropsy study. In those cases, it is crucial to make an exhaustive investigation previously to selective feticide.
Assuntos
Autopsia/estatística & dados numéricos , Redução de Gravidez Multifetal , Adulto , Feminino , Humanos , Gravidez , Gravidez Múltipla , Estudos Retrospectivos , Adulto JovemRESUMO
Fetal movements and fetal heart rate (FHR) are well-established markers of fetal well-being and maturation of the fetal central nervous system. The purpose of this paper is to review and discuss the available knowledge on fetal movements and heart rate patterns in twin pregnancies. There is some evidence for an association or similarity in fetal movement incidences or FHR patterns between both members of twin pairs. However, the temporal occurrence of these patterns seems to be for the most part asynchronous, especially when stricter criteria are used to define synchrony. The available data suggest that fetal behavior is largely independent of sex combination, fetal position, and presentation. Conversely, chorionicity appears to have some influence on fetal behavior, mainly before 30 weeks of gestation. There is preliminary evidence for the continuity of inter-individual differences in fetal activity and FHR patterns over pregnancy. Comparisons between studies are limited by large methodological differences and absence of uniform concepts and definitions. Future studies with high methodological quality are needed to provide a more comprehensive knowledge of normal fetal behavior in twin pregnancy.
Assuntos
Movimento Fetal/fisiologia , Feto/fisiologia , Frequência Cardíaca Fetal/fisiologia , Gravidez de Gêmeos/fisiologia , Feminino , Humanos , Gravidez , Estudos em Gêmeos como AssuntoRESUMO
AIM: To assess whether gestational diabetes mellitus (GDM) is associated with non-elective cesarean section. MATERIAL AND METHODS: A retrospective cohort study was conducted at the Department of Obstetrics of a level III hospital. Between January 2004 and November 2007, women admitted in labor or with spontaneous rupture of membranes, at term, and with a singleton cephalic presenting fetus were eligible. From these, 220 women with GDM and 660 glucose-tolerant women, delivered immediately after, were selected. The association between GDM and non-elective cesarean was estimated using modified Poisson regression analysis. Relative risks were adjusted for age, pre-pregnancy body mass index, gestational weight gain, previous cesarean, gestational age at delivery and birthweight. RESULTS: Non-elective cesarean section rate for women with GDM was 19.5% compared to 13.5% for non-diabetic women. The crude relative risk of cesarean section was 1.45 (95% CI 1.04-2.02) for women with GDM. After adjustment for confounders, the association between GDM and non-elective cesarean section remained positive and statistically significant (RR = 1.52; 95% CI 1.06-2.16). No significant differences in cesarean indications were found between the two groups. CONCLUSION: GDM was disclosed as a risk factor for non-elective cesarean section. Knowledge of the condition may have influenced obstetrical practice, favoring cesarean delivery.
Assuntos
Cesárea , Diabetes Gestacional/fisiopatologia , Macrossomia Fetal/fisiopatologia , Adulto , Peso ao Nascer , Diabetes Gestacional/diagnóstico , Feminino , Macrossomia Fetal/diagnóstico , Teste de Tolerância a Glucose , Humanos , Gravidez , Resultado da Gravidez , Estudos Retrospectivos , Fatores de RiscoRESUMO
OBJECTIVE: To determine if in fetuses with aneuploidies the diameter of the fourth cerebral ventricle at 11-13 weeks' gestation is different from euploid fetuses. METHODS: The fourth ventricle at 11-13 weeks' gestation was assessed in 62 cases of trisomy 21, 32 of trisomy 18, 10 of trisomy 13, and 12 of triploidy and compared to 410 normal euploid fetuses. Transvaginal sonography was carried out and 3D brain volumes were acquired. The fetal head was assessed in an axial plane and the diameter of the fourth ventricle was measured. Values in aneuploid and euploid fetuses were compared. RESULTS: The diameter of the fourth ventricle in trisomy 18, trisomy 13 and triploidy, but not in trisomy 21, was significantly higher than in euploid fetuses. In the euploid fetuses the median diameter of the fourth ventricle was 1.9 mm and the 95th percentile was 2.5 mm. The measurements were above the median and the 95th percentile in 25 (78.1%) and 17 (53.1%) cases of trisomy 18, in 10 (100%) and 8 (80.0%) of trisomy 13, and in 10 (83.3%) and 10 (83.3%) of triploidy. CONCLUSIONS: In trisomy 18, trisomy 13 and triploidy the diameter of the fourth ventricle at 11-13 weeks' gestation is increased.
Assuntos
Transtornos Cromossômicos/patologia , Quarto Ventrículo/anormalidades , Triploidia , Trissomia/patologia , Adulto , Transtornos Cromossômicos/diagnóstico por imagem , Transtornos Cromossômicos/embriologia , Cromossomos Humanos Par 13/diagnóstico por imagem , Cromossomos Humanos Par 18/genética , Estatura Cabeça-Cóccix , Dilatação Patológica/diagnóstico por imagem , Dilatação Patológica/embriologia , Síndrome de Down/diagnóstico por imagem , Síndrome de Down/embriologia , Síndrome de Down/patologia , Feminino , Quarto Ventrículo/diagnóstico por imagem , Quarto Ventrículo/embriologia , Idade Gestacional , Hospitais Universitários , Humanos , Imageamento Tridimensional , Gravidez , Primeiro Trimestre da Gravidez , Síndrome da Trissomia do Cromossomo 13 , Ultrassonografia Pré-Natal , Adulto JovemRESUMO
INTRODUCTION: Placenta accreta spectrum is a major obstetric disorder that is associated with significant morbidity and mortality. The objective of this study is to establish a prediction model of clinical outcomes in these women. MATERIALS AND METHODS: PAS-ID is an international multicenter study that comprises 11 centers from 9 countries. Women who were diagnosed with PAS and were managed in the recruiting centers between 1 January 2010 and 31 December 2019 were included. Data were reanalyzed using machine learning (ML) models, and 2 models were created to predict outcomes using antepartum and perioperative features. ML model was conducted using python® programing language. The primary outcome was massive PAS-associated perioperative blood loss (intraoperative blood loss ≥2500 ml, triggering massive transfusion protocol, or complicated by disseminated intravascular coagulopathy). Other outcomes include prolonged hospitalization >7 days and admission to the intensive care unit (ICU). RESULTS: 727 women with PAS were included. The area under curve (AUC) for ML antepartum prediction model was 0.84, 0.81, and 0.82 for massive blood loss, prolonged hospitalization, and admission to ICU, respectively. Significant contributors to this model were parity, placental site, method of diagnosis, and antepartum hemoglobin. Combining baseline and perioperative variables, the ML model performed at 0.86, 0.90, and 0.86 for study outcomes, respectively. Ethnicity, pelvic invasion, and uterine incision were the most predictive factors in this model. DISCUSSION: ML models can be used to calculate the individualized risk of morbidity in women with PAS. Model-based risk assessment facilitates a priori delineation of management.