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1.
BMC Pregnancy Childbirth ; 22(1): 904, 2022 Dec 05.
Article in English | MEDLINE | ID: mdl-36471280

ABSTRACT

BACKGROUND: In 2016, the American College of Obstetricians and Gynecologists recommended antenatal corticosteroids in the late preterm period for women at risk for preterm delivery. Limited real-world evidence exists on neonatal outcomes, particularly for twin gestations, following the guideline change. The study objective is to determine the association of antenatal corticosteroids in late preterm singleton and twin pregnancies with respiratory complications and hypoglycemia in a real-world clinical setting. METHODS: This is a retrospective cohort study comprising late preterm deliveries (4,341 mother-child pairs) within the Mount Sinai Health System, 2012-2018. The exposure of interest is antenatal corticosteroid administration of betamethasone during pregnancy between 34 0/7 and 36 6/7 weeks. Our primary outcomes are neonatal respiratory complications and hypoglycemia. Multivariable logistic regression was used to estimate the association between antenatal corticosteroid exposure and these two outcomes. We stratified the study population by singleton gestations and twins to minimize the potential confounding from different obstetric management between the two groups. RESULTS: Among a total of 4,341 mother-child pairs (3,309 singleton and 1,032 twin mother-child pairs), 745 mothers received betamethasone, of which 40.94% (305/745) received the full course. Relative to no treatment, a full course of betamethasone was associated with reduced odds of respiratory complications (OR = 0.53, 95% CI:[0.31-0.85], p < 0.01) and increased odds of hypoglycemia (OR = 1.86, 95%CI:[1.34-2.56], p < 0.01) in singletons; however, the association with respiratory complications was not significant in twins (OR = 0.42, 95% CI:[0.11-1.23], p = 0.16), but was associated with increased odds of hypoglycemia (OR = 2.18, 95% CI:[1.12-4.10], p = 0.02). A partial course of betamethasone (relative to no treatment) was not significantly associated with any of the outcomes, other than respiratory complications in twins (OR = 0.34, 95% CI:[0.12-0.82], p = 0.02). CONCLUSIONS: Exposure to antenatal corticosteroids in singletons and twins is associated with increased odds of hypoglycemia. Among singletons, exposure to the full dosage (i.e. two doses) was associated with decreased odds of respiratory complications but this was only the case for partial dose among twins. Twin gestations were not studied by the Antenatal Late Preterm Steroids trial. Therefore, our study findings will contribute to the paucity of evidence on the benefit of antenatal corticosteroids in this group. Health systems should systematically monitor guideline implementations to improve patient outcomes.


Subject(s)
Adrenal Cortex Hormones , Hypoglycemia , Respiratory Distress Syndrome, Newborn , Female , Humans , Infant, Newborn , Pregnancy , Adrenal Cortex Hormones/adverse effects , Betamethasone/adverse effects , Hypoglycemia/chemically induced , Hypoglycemia/epidemiology , Hypoglycemia/prevention & control , Pregnancy, Twin , Premature Birth/epidemiology , Premature Birth/prevention & control , Premature Birth/drug therapy , Respiratory Distress Syndrome, Newborn/epidemiology , Respiratory Distress Syndrome, Newborn/prevention & control , Respiratory Distress Syndrome, Newborn/drug therapy , Retrospective Studies
2.
NPJ Digit Med ; 5(1): 68, 2022 Jun 06.
Article in English | MEDLINE | ID: mdl-35668134

ABSTRACT

Preeclampsia is a heterogeneous and complex disease associated with rising morbidity and mortality in pregnant women and newborns in the US. Early recognition of patients at risk is a pressing clinical need to reduce the risk of adverse outcomes. We assessed whether information routinely collected in electronic medical records (EMR) could enhance the prediction of preeclampsia risk beyond what is achieved in standard of care assessments. We developed a digital phenotyping algorithm to curate 108,557 pregnancies from EMRs across the Mount Sinai Health System, accurately reconstructing pregnancy journeys and normalizing these journeys across different hospital EMR systems. We then applied machine learning approaches to a training dataset (N = 60,879) to construct predictive models of preeclampsia across three major pregnancy time periods (ante-, intra-, and postpartum). The resulting models predicted preeclampsia with high accuracy across the different pregnancy periods, with areas under the receiver operating characteristic curves (AUC) of 0.92, 0.82, and 0.89 at 37 gestational weeks, intrapartum and postpartum, respectively. We observed comparable performance in two independent patient cohorts. While our machine learning approach identified known risk factors of preeclampsia (such as blood pressure, weight, and maternal age), it also identified other potential risk factors, such as complete blood count related characteristics for the antepartum period. Our model not only has utility for earlier identification of patients at risk for preeclampsia, but given the prediction accuracy exceeds what is currently achieved in clinical practice, our model provides a path for promoting personalized precision therapeutic strategies for patients at risk.

3.
Am J Obstet Gynecol ; 221(3): 253.e1-253.e8, 2019 09.
Article in English | MEDLINE | ID: mdl-30995460

ABSTRACT

BACKGROUND: As compared with singleton gestations, twin pregnancies are associated with a significantly higher risk of preterm birth and maternal complications as well as fetal and neonatal morbidity and mortality. Multifetal pregnancy reduction is a technique developed in the 1980s to reduce the fetal number in higher-order multiple pregnancies to reduce the risk of adverse pregnancy outcomes, most importantly preterm birth. OBJECTIVE: The objective of the study was to compare pregnancy outcomes and loss rates in elective twin pregnancy reduction to ongoing twin gestations in a large contemporary cohort. STUDY DESIGN: This was a retrospective review of dichorionic diamniotic twin gestations that underwent first-trimester ultrasound at our institution from January 2008 to September 2016. Planned elective 2-to-1 multifetal pregnancy reductions at less than 15 weeks' gestation were compared with ongoing dichorionic diamniotic twin gestations. Data were collected via chart review. Demographics between 2-to-1 reduced singletons and ongoing twins were assessed using a Student t test or a Wilcoxon rank-sum test, as appropriate, for continuous variables and χ2 or Fisher exact tests, as appropriate, for categorical variables. Univariable and multivariable logistic regressions were used to compare pregnancy outcomes between ongoing twins and reduced singletons adjusting for maternal age, body mass index, race, in vitro fertilization, use of chorionic villus sampling, prior term birth, and prior preterm birth. RESULTS: Of 1070 dichorionic diamniotic twin pregnancies identified, completed follow-up data were available and analyzed for 855 patients (79.9%). Among those, 250 (29.2%) were 2-to-1 singletons and 605 (70.8%) were ongoing twins. Reduced singleton patients were slightly older, more likely white, and had lower body mass index. They were also more likely to have undergone in vitro fertilization (63.6% vs 48.8%), had chorionic villus sampling (92% vs 37.5%), and had prior term births (54% vs 35.7%). Compared with 2-to-1 singletons, the adjusted odds of having preterm delivery at 37 weeks for ongoing twins were 5.62 times (95% confidence interval, 3.67-8.61; P < .001) and 2.22 times (95% confidence interval, 1.20-4.11; P < .001) at 34 weeks. While intrauterine growth restriction, placental abruption, and gestational diabetes were not significant, ongoing twins were more likely to have a cesarean delivery (odds ratio, 5.53, 95% confidence interval, 3.60-8.49; P < .001) and preeclampsia (odds ratio, 3.33, 95% confidence interval, 1.60-6.96; P < .001) after adjusting for maternal characteristics. There were also significant differences between groups for preterm premature rupture of membranes and low birthweight at less than the fifth and 10th percentiles. Total pregnancy loss (at 24 and 20 weeks) was similar between singleton and ongoing twins (4% vs 2.5%, P = .23, and 3.6% vs 1.7%, P = .09 for respective weeks). There were no significant differences in the rate of unintended pregnancy loss (2.4% vs 2.3%; P = .94) and the rate of intrauterine fetal death greater than 24 weeks (1.2% vs 0.7%; P = .43) in reduced singleton versus ongoing twin group, respectively. CONCLUSION: In our study, patients who elected to reduce to a singleton pregnancy had a higher gestational age of delivery and lower rates of preterm birth and pregnancy complications without an increased risk of pregnancy loss.


Subject(s)
Abortion, Spontaneous/etiology , Pregnancy Reduction, Multifetal/adverse effects , Pregnancy, Twin , Abortion, Spontaneous/epidemiology , Adult , Female , Follow-Up Studies , Humans , Infant, Newborn , Logistic Models , Pregnancy , Pregnancy Outcome , Premature Birth/epidemiology , Premature Birth/prevention & control , Retrospective Studies , Risk Factors
4.
J Matern Fetal Neonatal Med ; 32(11): 1880-1883, 2019 Jun.
Article in English | MEDLINE | ID: mdl-29278969

ABSTRACT

BACKGROUND: It is unknown how variations in surgical entry time in primary cesarean delivery (CD) may affect operative outcomes and maternal morbidity. OBJECTIVE: Determine whether performing a primary CD in labor emergently ("stat") is associated with adverse maternal outcomes. STUDY DESIGN: Retrospective cohort study of patients who underwent primary CD at The Mount Sinai Hospital during the years of 2011-2016. Women with a singleton pregnancy and without a prior uterine scar attempting a trial of labor were included. An emergent CD was defined as a skin-to-uterine incision (I-U) time of ≤3 minutes. Subjects were dichotomized into those with an I-U time of ≤3 minutes or ≥5 minutes. RESULTS: 1722 patients underwent primary CD and met eligibility criteria. 72 patients with an I-U time of 4 minutes were removed from the analysis. 196 patients (11.9%) had an I-U time ≤3 minutes and 1454 patients (88.1%) had an I-U time ≥5 minutes. There were no differences in any outcomes between groups. The likelihood of transfusion, hysterectomy, or admission to the intensive care unit (ICU) was 1.5% in the emergent group and 1.0% in the control group (p = .334). Postpartum length of stay was also similar between the groups (3.3 versus 3.2 days, p = .259). When 384 patients with I-U times >10 minutes were excluded, surgical outcomes remained similar between groups. Among the subgroup of patients who reached the second stage of labor, surgical outcomes were also similar between groups. CONCLUSIONS: Emergent primary CD is not associated with increased maternal morbidity.


Subject(s)
Cesarean Section/adverse effects , Emergency Treatment/adverse effects , Adult , Cesarean Section/statistics & numerical data , Emergency Treatment/statistics & numerical data , Female , Humans , Pregnancy , Retrospective Studies , Time Factors
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