Agenesis of the Ductus Venosus and Its Association With Genetic Abnormalities.

OBJECTIVE: To investigate the association of agenesis of the ductus venosus (ADV) with genetic abnormalities using genetic studies-Chromosomal Microarray Analysis (CMA) and Exome Sequencing (ES). DESIGN: Retrospective study of all fetuses diagnosed with ADV between January 2013 and December 2022 in a tertiary center. RESULTS: ADV was diagnosed in 33 fetuses. The diagnosis was made at a mean gestational age of 21.2 ± 8.4 weeks. Conventional karyotype was applied in a single fetus (3.0%), CMA was applied in 21 fetuses (66.7%), and five fetuses (22.8%) were additionally tested with ES. ADV was isolated in eight fetuses (24%), whereas in 25 (76%) it was associated with abnormal ultrasound findings, including increased nuchal translucency (NT), intrauterine growth restriction (IUGR) and variable structural malformations, mostly cardiac (42%) followed by central nervous system (CNS) and skeletal malformations (24%). Genetic abnormalities were found in six fetuses out of 22 investigated (27%), of which 3 were detected by ES, 3 by CMA and 1 by conventional karyotype. A higher incidence of genetic aberrations was evident among ADVs associated with abnormal ultrasound findings. Genetic abnormalities were indicative of Prader Willi/Angelman syndrome, Noonan syndrome, CASK related disorder, 16q24.3 microdeletion syndrome and Trisomy 21. CONCLUSION: ADV associated with abnormal ultrasound findings is commonly correlated with genetic abnormalities and consequently unfavorable pregnancy outcomes. Our study emphasizes the value of genetic studies chiefly among cases associated with abnormal ultrasound findings, enabling early diagnosis of fetal pathologies associated with ADV, and providing better parental counseling.

Clinical significance of true umbilical cord knot: a propensity score matching study.

OBJECTIVE: True umbilical cord knot (TUCK) is a rare finding that often leads to intensified surveillance and patient anxiety. This study sought to evaluate the incidence, risk factors, and obstetric and neonatal outcomes of TUCK. METHODS: A retrospective cohort study was conducted at a tertiary university medical center in 2007-2019. Patients with singleton pregnancies diagnosed postnatally with TUCK were identified and compared to women without TUCK for obstetric and neonatal outcomes using propensity score matching (PSM). RESULTS: TUCK was diagnosed in 780 of the 96,766 deliveries (0.8%). Women with TUCK were older than those without TUCK (32.57 vs. 31.06 years, P < 0.001) and had higher gravidity (3 vs. 2, P < 001) and a higher rate of prior stillbirth (1.76% vs. 0.43%, P < 0.01). Following covariate adjustment, 732 women with TUCK were compared to 7320 matched controls. TUCK was associated with emergency cesarean delivery due to non-reassuring fetal heart rate (2.54% vs. 4.35%, P = 0.008, OR 1.71, 95%CI 1.14-2.56) and intrapartum meconium-stained amniotic fluid (19.26% vs. 15.41%, P = 0.022, OR 1.31, 95%CI 1.04-1.65). Neonatal outcomes were comparable except for higher rates of 1-min Apgar score < 7 and neonatal seizures in the TUCK group. The stillbirth rate was higher in the TUCK group, but the difference was not statistically significant (1.23% vs 0.62%, P = 0.06, OR 1.96, 95%CI 0.96-4.03). CONCLUSIONS: TUCK has several identifiable risk factors. Pregnant women with TUCK may cautiously be informed of the relatively low risks of major obstetric or perinatal complications. The lower occurrence of stillbirth in the TUCK group warrants further study.

Decision-to-delivery interval and neonatal outcomes in intrapartum umbilical cord prolapse.

BACKGROUND: Rapid delivery is important in cases of umbilical cord prolapse to prevent hypoxic injury to the fetus/neonate. However, the optimal decision-to-delivery interval remains controversial. OBJECTIVE: The aim of the study was to investigate the association between the decision-to-delivery interval in women with umbilical cord prolapse, stratified by fetal heart rate pattern at diagnosis, and neonatal outcome. STUDY DESIGN: The database of a tertiary medical center was retrospectively searched for all cases of intrapartum cord prolapse between 2008 and 2021. The cohort was divided into three groups according to findings on the fetal heart tracing at diagnosis: 1) bradycardia; 2) decelerations without bradycardia; and 3) reassuring heart rate. The primary outcome measure was fetal acidosis. The correlation between cord blood indices and decision-to-delivery interval was analyzed using Spearman's rank correlation coefficient. RESULTS: Of the total 103,917 deliveries performed during the study period, 130 (0.13%) were complicated by intrapartum umbilical cord prolapse. Division by fetal heart tracing yielded 22 women (16.92%) in group 1, 41 (31.53%) in group 2, and 67 (51.53%) in group 3. The median decision-to-delivery interval was 11.0 min (IQR 9.0-15.0); the interval was more than 20 min in 4 cases. The median cord arterial blood pH was 7.28 (IQR 7.24-7.32); pH was less than 7.2 in 4 neonates. There was no correlation of cord arterial pH with decision-to-delivery interval (Spearman's Ρ = - 0.113; Ρ = 0.368) or with fetal heart rate pattern (Spearman's Ρ = .425; Ρ = .079, Ρ = - .205; Ρ = .336, Ρ = - .324; Ρ = .122 for groups 1-3, respectively). CONCLUSION: Intrapartum umbilical cord prolapse is a relatively rare obstetric emergency with an overall favorable neonatal outcome if managed in a timely manner, regardless of the immediately preceding fetal heart rate. In a clinical setting which includes a high obstetric volume and a rapid, protocol-based, response, there is apparently no significant correlation between decision-to-delivery interval and cord arterial cord pH.

Mobile Self-Operated Home Ultrasound System for Remote Fetal Assessment During Pregnancy.

Background: Mobile medical devices for self-patient use are a rapidly evolving section of telehealth. We examined the INSTINCT® ultrasound system, a portable, self-operated ultrasound device attached to a commercial smartphone for remote fetal assessment. We aimed to evaluate whether it is feasible to use remote fetal assessment during pregnancy. Materials and Methods: This is an observational noninterventional trial. We included women with a singleton fetus at 14 + 0 to 39 + 6 gestational weeks. Each participant received the device for a self-use period of 7-14 days and was instructed to perform one to three scans a day. Participants completed a self-assessment questionnaire to evaluate safety and usability (i.e., user experience and satisfaction). Each scan was evaluated for fetal heart activity, amniotic fluid volume, fetal tone, fetal body, and breathing movements. Results: One hundred women, completing 1,360 self scans, used the device for 8.1 ± 1.5 days, performing an average of 13.6 ± 6.2 scans each. There were no device-related serious adverse events. Success in detection was 95.3% for fetal heart activity, 88.3% for body movements, 69.4% for tone, 92.2% for normal amniotic fluid volume, and 23.8% for breathing movements. Interobserver agreement was 94.4% for fetal heart rate activity, 85.9% for body movements, 69.5% for fetal tone, 86.9% for amniotic fluid volume, and 94.0% for breathing movements. Self-assessed user experience was rated at 4.4/5, whereas device satisfaction was rated at 3.9/5. Conclusion: The INSTINCT ultrasound system is a feasible solution for remote sonographic fetal assessment. Further studies are needed to assess its role and impact in telehealth antenatal care and fetal surveillance.

Outcome of subsequent pregnancies in women with prior uterine rupture.

OBJECTIVE: To report maternal and neonatal outcomes of subsequent pregnancies in a series of women with a prior uterine rupture. METHODS: The records of all 103,542 deliveries (22,286 by cesarean section) performed in a single tertiary medical center from 2009 to 2021 were reviewed. Women with a prior uterine rupture, defined as a separation of the entire thickness of the uterine wall, with extrusion of fetal parts and intra-amniotic contents into the peritoneal cavity documented in the operative report of the previous cesarean delivery or laparotomy, were identified for inclusion in the study. RESULTS: The cohort included 38 women with 50 pregnancies (50 neonates). Women had been scheduled for elective cesarean delivery at early term. Mean gestational age at delivery was 36 + 4 weeks (±5 days). In 7 pregnancies (14 %), spontaneous labor occurred before the scheduled cesarean delivery (at 36 + 6, 35 + 4, 35 + 3, 34 + 6, 34 + 3, 32 + 6 and 31 + 0 gestational weeks). A recurrent uterine scar rupture was found in 4 pregnancies (8 %), and uterine scar dehiscence, in 2 pregnancies (4 %), all identified during elective repeat cesarean delivery. In none of these cases was there a clinical suspicion beforehand; all had good maternal and neonatal outcomes. One parturient with placenta previa-accreta had a planned cesarean hysterectomy. CONCLUSION: Women with prior uterine rupture have good maternal and neonatal outcomes in subsequent pregnancies when managed at a tertiary medical center, with planned elective term cesarean delivery, or even earlier, at the onset of spontaneous preterm labor.

Risk factors for relaparotomy after cesarean delivery.

OBJECTIVE: To identify and analyze risk factors associated with relaparotomy following cesarean delivery (CD), focusing on obstetric and surgical parameters. METHODS: Retrospective case-control study conducted at a high-volume tertiary obstetric center. We reviewed all women who underwent CD between 2013 and 2023. Patients who required a relaparotomy, defined as the reopening of the fascia, were included in the study group. Patient data were systematically reviewed to identify potential risk factors contributing to the need for post-CD relaparotomy, compared with a control group that did not undergo a relaparotomy. RESULTS: Out of 11 465 women underwent CD, 59 (0.5%) required relaparotomy. Using a multivariate model for independent risk factors, we found the following to be associated with relaparotomy: emergency CD (adjusted odds ratio [aOR] 3.09, 95% confidence interval [CI] 1.78-5.38, P < 0.01), placenta previa (aOR 4.66, 95% CI 1.54-14.11, P < 0.01), and multiple gestation as indications for the CD (aOR 4.61, 95% CI 2.10-10.12, P < 0.01); estimated intraoperative blood loss of more than 1 L (aOR 5.98, 95% CI 2.79-12.80, P < 0.01); and intraoperative adhesions (aOR 7.12, 95% CI 4.06-12.48, P < 0.01). CONCLUSIONS: Our study underscores the multifactorial nature of relaparotomy after CD, emphasizing the significance of considering a broad array of risk factors. By identifying and understanding these factors, clinicians can optimize patient care and potentially reduce morbidity, particularly the need for subsequent surgical interventions.

Gestational diabetes mellitus - Can we do better with postpartum diabetes screening?

OBJECTIVE: This study aimed to assess the accuracy of measuring fasting plasma glucose (FPG) within 24-48 h postpartum in women with gestational diabetes mellitus (GDM) as a predictor for abnormal 6-12-week postpartum oral glucose tolerance test (OGTT). STUDY DESIGN: A retrospective cohort study (2012-2021) included women with GDM and singleton pregnancies who had FPG levels recorded 24-28 h postpartum and underwent a 6-12-week OGTT. The study compared the predictive accuracy of these FPG readings with the OGTT results. RESULTS: Among 3128 GDM patients, 1163 (37.2 %) had a postpartum OGTT, with 935 (80.2 %) showing normal FPG (<100 mg/dL). In low-risk GDM cases (managed by lifestyle modifications), 86.15 % had normal postpartum FPG. Normal 24-48 h FPG readings, especially in low-risk GDM cases, had a high negative predictive value (NPV of 99.3 %) for type-2 diabetes at the 6-12-week OGTT, but a lower NPV (85.8 %) for predicting future glucose intolerance. DISCUSSION: Immediate postpartum FPG testing effectively excludes low-risk GDM women with regards to future type-2 diabetes and reasonably excluded future glucose intolerance in this group. Due to low compliance with standard OGTT, postpartum FPG could be a more practical predictive tool for diabetes in low-risk GDM cases.

Neonatal Outcomes of Infants Diagnosed with Fetal Growth Restriction during Late Pregnancy versus after Birth.

Objective: The aim of this study was to investigate the potential differences in the outcomes of neonates in whom FGR was diagnosed late in pregnancy as compared to those in whom growth restriction was diagnosed after birth. Methods: A retrospective study was conducted in a tertiary medical center between 2017 and 2019. The study included women carrying a single infant with an estimated fetal weight below the tenth percentile in whom FGR was diagnosed during late pregnancy, after 32 gestational weeks (known late-onset FGR; study group) or only after birth (unknown FGR; control group). Data were collected by review of the electronic health records. The primary outcome measure was the rate of composite adverse neonatal outcome. Results: A total of 328 women were included, 77 (23.47%) in the known-FGR group and 251 (75.53%) in the unknown-FGR group. In the known-FGR group, an etiology for the FGR was identified in 28.57% cases, most commonly placental insufficiency (21.74%). Compared to the unknown-FGR group, the known-FGR group was characterized by significantly higher rates of elective cesarean delivery (15.58% vs. 9.96%, p < 0.001), preterm birth (18.18% vs. 3.98%, p < 0.01), and labor induction (67.53% vs. 21.51%, p < 0.01). A significantly higher proportion of neonates in the known-FGR group had a positive composite adverse outcome (38.96% vs. 15.53%, p < 0.01). For multivariate regression analysis adjusted for maternal age, gestational age at delivery, and mode of delivery, there was no difference between groups in the primary outcome (aOR 1.73, CI 0.89-3.35, p = 0.1). Every additional gestational week at delivery was a protective factor (aOR = 0.7, 95% CI 0.56-0.86, p < 0.01). Conclusions: A prenatal diagnosis of late-onset FGR is associated with higher intervention and preterm birth rates as compared to a diagnosis made after birth. Fetuses diagnosed with late-onset FGR during pregnancy should undergo specific and personalized assessment to determine the cause and severity of the growth delay and the best management strategy. This study highlights the importance of careful decision-making regarding the induction of labor in late-onset FGR.

To know or not to know: Effect of third-trimester sonographic fetal weight estimation on outcomes of large-for-gestational age neonates.

OBJECTIVE: The aim of the present study was to evaluate the impact of late third-trimester sonographic estimation of large for gestational age fetuses on pregnancy management and selected fetal and maternal adverse outcomes. METHODS: A retrospective cohort study was conducted in a tertiary, university-affiliated medical center between 2015 and 2019. All singleton large-for-gestational-age neonates born during this period were included. The cohort was divided into two groups: neonates for whom fetal weight was estimated on late third trimester (<14 days before delivery) sonography and neonates with no recent fetal weight estimation. The groups were compared for pregnancy management strategies, rates of labor induction, cesarean deliveries, and maternal and neonatal outcomes. RESULTS: A total of 1712 neonates were included in the study, among whom 791 (46.2%) had a late third-trimester fetal weight estimation (study group) and 921 (53.8%) did not (control group). Compared to the control group, the study group was characterized by higher rates of maternal primiparity (24.20% vs 19.20%, P = 0.013), higher maternal body mass index (26.0 ± 6.2 kg/m2 vs 24.7 ± 4.5 kg/m2, P = 0.002), more inductions of labor (29.84% vs 16.40%, P < 0.001) and cesarean deliveries (31.0% vs 19.97%, P < 0.001). There were no clinical differences in neonatal birth weight (4041 ± 256 g vs 3984 264 g, P < 0.001) and no significant differences between other neonatal outcomes, as rates of admission to the neonatal intensive care unit, jaundice, hypoglycemia, and shoulder dystocia. CONCLUSION: Late third-trimester sonographic fetal weight estimation is associated with a higher rate of labor induction and planned and intrapartum cesarean deliveries. In this retrospective cohort study, those interventions did not lead to reduction in maternal or neonatal adverse outcomes.

Risk of thrombocytopenia in neonates of thrombocytopenic mothers.

OBJECTIVE: Maternal thrombocytopenia during pregnancy may occur due to several possible etiologies, with potential neonatal impact. The aim of the present study was to investigate whether there is a correlation between maternal and neonatal platelet count among women with thrombocytopenia during pregnancy. METHODS: A cross-sectional retrospective study (2012-2019) was conducted at a tertiary medical center. Complete blood count was routinely measured in all patients on admission to the delivery ward. Thrombocytopenia was defined as a platelet count below 150 K/µL. Clinical and outcome parameters of thrombocytopenic mothers and their newborns were collected from the electronic files and analyzed by severity of maternal thrombocytopenia. RESULTS: Of 45 385 women with a documented platelet count at admission, 2841 (6.24%) had thrombocytopenia: 2623 (5.7%) mild (100-149 K/µL), 207 (0.45%) moderate (50-99 K/µL), and 11 (0.02%) severe (<50 K/µL). Eight newborns had thrombocytopenia; corresponding rates by severity of maternal thrombocytopenia were 0.11%, 1.43%, and 18.18% (P = 0.04). None of the thrombocytopenic neonates had an intraventricular hemorrhage or other bleeding complications. The correlation between maternal and neonatal platelet counts was weak (Pearson r = 0.038; P = 0.046). CONCLUSION: We suggest that although the chances of neonatal thrombocytopenia are higher with worsening maternal thrombocytopenia, actual occurrence is rare, and the correlation is poor. Therefore, maternal thrombocytopenia cannot be regarded as a significant risk factor for neonatal thrombocytopenia. Neonatal platelet count should be obtained when maternal thrombocytopenia is autoimmune or less than 100 K/µL.

Nomogram to predict methotrexate treatment success in ectopic pregnancy.

OBJECTIVE: To evaluate clinical factors prior to methotrexate (MTX) treatment for tubal ectopic pregnancy and to apply the data to a prediction model for treatment success. METHODS: A retrospective cohort study was conducted during 2014-2022. Of the 808 patients with a tubal ectopic pregnancy, 372 with a ß-hCG level less than 5000 IU/L were treated with a single dose of MTX and were included in this study. Pretreatment factors, including patient characteristics, initial ß-hCG level, and sonographic parameters, were compared between those who achieved complete resolution and those who needed additional MTX or surgical intervention. A logistic regression model and multivariable analysis were used to predict success. A graphic nomogram was generated to represent the model. RESULTS: Complete resolution of the ectopic pregnancy was achieved in 290 (77.9%) patients after a single dose of MTX. A second dose or surgical intervention was required for 82 (22.0%): 49 (13.2%) received a second dose of MTX and 33 (8.9%) underwent laparoscopic salpingectomy. In the MTX Success group compared to the MTX Failure group, the median ß-hCG levels were lower (746 vs 1347 IU/L, P < 0.001) and the presence of a yolk sac and a fetal pole were less frequent. The predictive model, based on significant variables, includes initial ß-hCG concentration and the visibility of a yolk sac or fetal pole. Analysis with cross-validation techniques revealed that the model was both accurate and discriminative. CONCLUSION: A predictive nomogram was developed to predict the success of single-dose MTX treatment for tubal ectopic pregnancy.

Placental cord drainage impact on third stage of labor: a randomized controlled trial.

BACKGROUND: The third stage of labor is a pivotal phase in obstetric care. Management may be physiological or active. Although the use of prophylactic placental cord drainage has been assessed in prior data, there is still no clear-cut evidence supporting its effectiveness in improving key obstetric outcomes. OBJECTIVE: The aim of the study was to investigate the impact of placental cord drainage during the third stage of labor on the amount of maternal bleeding, duration of the third stage, and incidence of postpartum hemorrhage. STUDY DESIGN: A randomized controlled trial was conducted at a high-volume tertiary obstetric center between May 2021 and December 2022. A total of 212 pregnant women with a singleton uncomplicated pregnancy were randomly assigned to undergo placental cord drainage or standard care without drainage. The randomization was manual, using premarked cards drawn by the participants. The power calculation determined a sample size of 92 participants per group to achieve 80% power at a 5% significance level, aiming to detect 20% difference in bleeding amount between the groups. In practice, we included more than 100 women in each group. The primary outcome was the amount of bleeding during the third stage of labor, while secondary outcomes included the duration of the third stage and incidence of postpartum hemorrhage. After delivery, all participants received 10 units of oxytocin via intravenous drip, and delayed cord clamping was performed. In the study group, the maternal umbilical cord was then unclamped. Blood was allowed to drain into a plastic bag placed under the women's buttocks. If an episiotomy or perineal tear was observed, pressure packing was applied to reduce bleeding. The collected blood was measured in milliliters after placental expulsion. RESULTS: A total of 212 women were recruited of whom 104 underwent placental cord drainage and 108 received standard care without drainage. No significant differences were observed between the intervention and control groups in mean duration of the third stage of labor (10.56±6.12 vs 10.95±6.33 minutes, P=.65), incidence of postpartum hemorrhage (3.84% vs 7.41%, P=.38), or mean amount of bleeding during the third stage of labor (292±200 vs 300±242 mL, P=.79). Furthermore, there were no significant between-group differences in the mean amount of bleeding on separate analysis of nulliparous women (356±246 vs 330±240 mL, P=.68), multiparous women (265±171 vs 289±244 mL, P=.50), women who were not exposed to external oxytocin during labor (287±204 vs 317±250 mL, P=.59), and women who were exposed to external oxytocin (296±198 vs 289±238 mL, P=.39). CONCLUSION: Placental cord drainage during the third stage of labor showed no statistically significant impact on bleeding amount, third-stage length, or postpartum hemorrhage rate. The findings suggest that placental cord drainage may not offer additional benefits in preventing postpartum hemorrhage in women with uncomplicated pregnancies.

Clinical considerations during spontaneous coronary artery dissection in the post-partum period: a case report.

Background: Spontaneous coronary artery dissection (SCAD) is a common and under-recognized cause of myocardial infarction during the post-partum period. Case summary: We report a case of a young women presenting with chest pain in the post-partum period. Her clinical appearance was that of a myocardial infarction, and angiography was indicative of a Type 2 SCAD. The patients had persistent chest pain, reduced left ventricular function, and critical left anterior descending artery stenosis. Percutaneous coronary intervention was done with caution. Shared decision-making with the patient helped guide the medical treatment plan and follow-up. Discussion: We discuss the clinical considerations surrounding the management of this patient.

Optimizing the timing of antenatal corticosteroid administration prior to anticipated preterm birth: A retrospective cohort study.

OBJECTIVE: To examine suboptimal antenatal corticosteroid (ACS) administration based on indications and maternal-obstetrical factors. METHODS: Women who prematurely delivered (24 + 0 to 36 + 6 gestational weeks) a viable neonate following ACS treatment between 2012 and 2019 were identified by a retrospective database review. The cohort was divided into patients in whom ACS administration was optimally timed (≥24 h to ≤7 days) or suboptimally timed (>7 days). The groups were compared for ACS indications and maternal, obstetrical, and neonatal parameters. RESULTS: The cohort included 399 women. ACS timing was optimal in 233 patients (58%) and was associated with nulliparity (109 [46.8%] vs. 54 [32.5%], P = 0.004) and preterm premature rupture of membranes (89 [38.2%] vs. 45 [27.1%], P = 0.021). Suboptimal timing was associated with chronic hypertension (22 [9.4%] vs. 36 [21.7%], P < 0.001) and asymptomatic cervical shortening (23 [9.9%] vs. 26 [15.7%], P = 0.020). Optimal ACS timing was associated with higher neonatal intensive care unit admission (135 [58%] vs. 71 [42.8%], P = 0.003). On multivariate analysis, the adjusted odds ratio (aOR) of neonatal intensive care unit admission was 0.69 (95% confidence interval [CI], 0.58-0.83, P < 0.001) and 0.99 (95% CI, 0.99-1, P = 0.003) when adjusted for gestational age and birth weight, respectively. When adjusting for maternal age, the aOR for suboptimal ACS administraion due to chronic hypertension was 2.65 (95% CI, 1.49-4.72; P < 0.001). CONCLUSION: Optimal timing of ACS varies based on different maternal characteristics and clinical indications. In the presence of certain parameters physicians tend to administer ACS suboptimally, diminishing its beneficial effect.

Prediction of oocyte maturation rate in the GnRH antagonist flexible IVF protocol using a novel machine learning algorithm - A retrospective study.

Oocyte maturation is affected by various patient and cycle parameters and has a key effect on treatment outcome. A prediction model for oocyte maturation rate formulated by using machine learning and neural network algorithms has not yet been described. A retrospective cohort study that included all women aged ≤ 38 years who underwent their first IVF treatment using a flexible GnRH antagonist protocol in a single tertiary hospital between 2010 and 2015. 462 patients met the inclusion criteria. Median maturation rate was approximately 80%. Baseline characteristics and treatment parameters of cycles with high oocyte maturation rate (≥80%, n = 236) were compared to cycles with low oocyte maturation rate (<80%, n = 226). We used an XGBoost algorithm that fits the training data using decision trees and rates factors according to their influence on the prediction. For the machine training phase, 80% of the cohort was randomly selected, while rest of the samples were used to evaluate our model's accuracy. We demonstrated an accuracy rate of 75% in predicting high oocyte maturation rate in GnRH antagonist cycles. Our model showed an operating characteristic curve with AUC of 0.78 (95% CI 0.73-0.82). The most predictive parameters were peak estradiol level on trigger day, estradiol level on antagonist initiation day, average dose of gonadotropins per day and progesterone level on trigger day. A state-of-the-art machine learning algorithm presented promising ability to predict oocyte maturation rate in the first GnRH antagonist flexible protocol using simple parameters before final trigger for ovulation. A prospective study to evaluate this model is needed.

Predicting adverse perinatal outcomes among gestational diabetes complicated pregnancies using neural network algorithm.

OBJECTIVE: The primary aim of this study is to utilize a neural network model to predict adverse neonatal outcomes in pregnancies complicated by gestational diabetes (GDM). DESIGN: Our model, based on XGBoost, was implemented using Python 3.6 with the Keras framework built on TensorFlow by Google. We sourced data from medical records of GDM-diagnosed individuals who delivered at our tertiary medical center between 2012 and 2016. The model included simple pregnancy parameters, maternal age, body mass index (BMI), parity, gravity, results of oral glucose tests, treatment modality, and glycemic control. The composite neonatal adverse outcomes defined as one of the following: large or small for gestational age, shoulder dystocia, fetal umbilical pH less than 7.2, neonatal intensive care unit (NICU) admission, respiratory distress syndrome (RDS), hyperbilirubinemia, or polycythemia. For the machine training phase, 70% of the cohort was randomly chosen. Each sample in this set consisted of baseline parameters and the composite outcome. The remaining samples were then employed to assess the accuracy of our model. RESULTS: The study encompassed a total of 452 participants. The composite adverse outcome occurred in 29% of cases. Our model exhibited prediction accuracies of 82% at the time of GDM diagnosis and 91% at delivery. The factors most contributing to the prediction model were maternal age, pre-pregnancy BMI, and the results of the single 3-h 100 g oral glucose tolerance test. CONCLUSION: Our advanced neural network algorithm has significant potential in predicting adverse neonatal outcomes in GDM-diagnosed individuals.

Is There an Age Limit for a Trial of Vaginal Delivery in Nulliparous Women?

BACKGROUND: The number of nulliparous women over the age of 35 is consistently increasing, and the optimal delivery strategy is a subject of ongoing discussion. This study compares perinatal outcomes in nulliparous women aged ≥35 years undergoing a trial of labor (TOL) versus a planned cesarean delivery (CD). METHODS: A retrospective cohort study including all nulliparous women ≥ 35 years who delivered a single term fetus at a single center between 2007-2019. We compared obstetric and perinatal outcomes according to mode of delivery-TOL versus a planned CD, in three different age groups: (1) 35-37 years, (2) 38-40 years, and (3) >40 years. RESULTS: Out of 103,920 deliveries during the study period, 3034 women met the inclusion criteria. Of them, 1626 (53.59%) were 35-37 years old (group 1), 848 (27.95%) were 38-40 (group 2), and 560 (18.46%) were >40 years (group 3). TOL rates decreased as age increased: 87.7% in group 1, 79.3% in group 2, and 50.1% in group 3, p < 0.001. Rates of successful vaginal delivery were 83.4% in group 1, 79.0% in group 2, and 69.4% in group 3, p < 0.001). Neonatal outcomes were comparable between a TOL and a planned CD. Using multivariate logistic regression, maternal age was found to be independently associated with slightly increased odds for a failed TOL (aOR = 1.13, CI 95% 1.067-1.202). CONCLUSIONS: A TOL at advanced maternal age appears to be safe, with considerable success rates. As maternal age advances, there is a small additive risk of intrapartum CD.

Peripartum Infections Among Women With Inflammatory Bowel Disease.

BACKGROUND: Pregnant patients with inflammatory bowel diseases (IBDs) are frequently treated with immunomodulatory agents and may be at increased risk of adverse outcomes, including peripartum infections. We sought to examine the risk for peripartum infections in patients with IBD compared with control subjects and identify potential risk factors associated with peripartum infections in these patients. METHODS: This retrospective cohort study compared peripartum infection rates and associated risk factors between pregnant women with and without IBD. The study population included women attending a dedicated joint maternal-fetal medicine and gastroenterology clinic for pregnant women with IBD between 2012 and 2019 at the Rabin Medical Center in Israel, a major referral center for patients with IBD. For each patient, 5 women without IBD were matched according to the newborn's birth date (±2 years), age, parity, and body mass index. Peripartum infection was defined as any 1 of the following: chorioamnionitis, maternal fever (>38°C) detected during labor or postpartum hospitalization, and positive culture taken during the hospitalization. RESULTS: Overall, 195 pregnant women with IBD (72 [37%] with ulcerative colitis, 123 [63%] with Crohn's disease) were matched with 888 control subjects. The mean disease duration was 8.4 ±â€…7.02 years. IBD therapy, used by 81%, included most frequently 5-aminosalicylic acid (44%) and tumor necrosis factor inhibitors (27%). Peripartum infections were observed in 15 (7.7%) patients and 49 (5.5%) control subjects (P = 1.00). No medication significantly increased the likelihood of peripartum infection. Cesarean delivery was more likely among women with IBD but was not associated with an increased risk of peripartum infection. CONCLUSIONS: Peripartum infections were comparable in patients with IBD and control subjects. These reassuring data augment existing knowledge of obstetrical outcomes in IBD patients and contribute to the discussion between caregivers and patients.

In a retrospective cohort study that compared peripartum infection rates and associated risk factors between 195 pregnant women with inflammatory bowel disease (IBD) and 888 pregnant women without IBD, the rates of peripartum infection were comparable: 7.7% and 5.5%, respectively (P = 1.00). None of the IBD-related variables (IBD type, disease activity, or immunosuppressive therapy) were found to be associated with an elevated risk for peripartum infection.

Pregnancy Outcomes in a Cohort of Patients with Inflammatory Bowel Disease: Data from a Multidisciplinary Clinic in a Tertiary Center.

BACKGROUND: Inflammatory bowel disease (IBD) can have an impact on pregnancy outcomes due to the effect of the disease activity and medication use. This study aimed to evaluate the pregnancy outcomes in IBD patients treated at a multidisciplinary clinic. METHODS: This study was a retrospective cohort study including consecutive pregnant patients with IBD having a singleton gestation attending a multidisciplinary clinic between 2012 and 2019. The IBD activity and management throughout gestation were assessed. The pregnancy outcomes included: adverse neonatal and maternal outcomes, mode of delivery, and three integrative outcomes: (1) a favorable pregnancy outcome, (2) a poor pregnancy outcome, and (3) an unfavorable maternal outcome. The IBD pregnant cohort was compared with a cohort of non-IBD pregnant women delivering at the same shift. Multivariable logistic regression was used for risk assessment. RESULTS: Pregnant women with IBD (141) and without (1119) were included. Mean maternal age was 32 [±4] years. Patients with IBD had a higher rate of nulliparity (70/141 (50%) vs. 340/1119 (30%), p < 0.001) and lower BMI (21.42 kg/m2 (19.18-23.44) vs. 22.48 (20.31-25.59), p = 0.002). All the other characteristics were comparable. Most patients with IBD 124/141 (88%) were in clinical remission at conception; with maintenance therapy in 117/141 patients (83%). A third of the patients, 43/141 (30.5%), were treated with biologics. Exacerbation occurred during pregnancy in 51/141 (36%). The majority of the maternal and neonatal outcomes and all the composite outcomes were comparable between the patients with IBD and the women without IBD. Cesarean delivery was more frequent in patients with IBD (49/141 (34.8%) vs. 270/1119 (24.1%), p = 0.021). IBD was not associated with composite outcomes. CONCLUSIONS: In pregnant patients with IBD followed at a multidisciplinary clinic, the pregnancy outcomes were encouraging and comparable to those of the women without IBD.

Prediction of endometrial cancer recurrence by using a novel machine learning algorithm: An Israeli gynecologic oncology group study.

OBJECTIVES: Endometrial cancer is the most common gynecologic malignancy in developed countries. The overall risk of recurrence is associated with traditional risk factors. METHODS: Machine learning was used to predict recurrence among women who were diagnosed and treated for endometrial cancer between 2002 and 2012 at elven university-affiliated centers. The median follow-up time was 5 years. The following data were retrieved from the medical records and fed into the algorithm: age, chronic metabolic diseases, family and personal cancer history, hormone replacement therapy use, endometrial thickness, uterine polyp presence, complete blood count results, albumin, Ca-125 level, surgical staging, histology, depth of myometrial invasion, LVSI, grade, pelvic washing cytology, and adjuvant treatment. We used XGBoost algorithm, which fits the training data using decision trees, and can also rate the factors according to their influence on the prediction. RESULTS: 1935 women were identified of whom 325 had recurrent disease. On the randomly picked samples, the specificity was 55% and the sensitivity was 98%. Our model showed an operating characteristic curve with AUC of 0.84. CONCLUSIONS: A machine learning algorithm presented promising ability to predict recurrence of endometrial cancer. The algorithm provides an opportunity to identify at-risk patients who may benefit from adjuvant therapy, tighter surveillance, and early intervention.