Publications by authors named "George Saade"

Background Fetal growth restriction (FGR) is a leading risk factor for stillbirth, yet the diagnosis of FGR confers considerable prognostic uncertainty, as most infants with FGR do not experience any morbidity. Our objective was to use data from a large, deeply phenotyped observational obstetric cohort to develop a probabilistic graphical model (PGM), a type of "explainable artificial intelligence (AI)", as a potential framework to better understand how interrelated variables contribute to perinatal morbidity risk in FGR. Methods Using data from 9,558 pregnancies delivered at ≥ 20 weeks with available outcome data, we derived and validated a PGM using randomly selected sub-cohorts of 80% (n = 7645) and 20% (n = 1,912), respectively, to discriminate cases of FGR resulting in composite perinatal morbidity from those that did not.

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Background: Individual health behaviors are associated with pregnancy outcomes, but their joint effects are rarely considered. We aimed to examine associations between combinations of first trimester health behaviors and hypertensive disorders of pregnancy (HDP), normotensive adverse pregnancy outcomes (APOs), and blood pressure (BP) 2-7 years after delivery.

Methods: Participants in the nuMoM2b and follow-up Heart Health Study were included.

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Preeclampsia is a severe obstetrical syndrome which contributes to 10-15% of all maternal deaths. Although the mechanisms underlying systemic damage in preeclampsia-such as impaired placentation, endothelial dysfunction, and immune dysregulation-are well studied, the initial triggers of the condition remain largely unknown. Furthermore, although the pathogenesis of preeclampsia begins early in pregnancy, there are no early diagnostics for this life-threatening syndrome, which is typically diagnosed much later, after systemic damage has already manifested.

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Objectives: Dilapan-S is a cervical ripening agent approved by the FDA that has been found to be just as effective as other agents and can be utilized for outpatient ripening. No large-scale studies have been conducted to compare cesarean delivery rates between Dilapan-S and other ripening methods. Our objective was to combine these trials to compare cesarean delivery rates for Dilapan-S with other cervical ripening methods, overall and in sub-groups.

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  • A study examined how inflammatory diets impact cardiovascular health, particularly in relation to adverse pregnancy outcomes (APOs) like preterm birth and gestational diabetes.
  • Data from over 3,200 pregnant individuals showed that higher inflammatory diet scores correlated with increased body mass index, waist circumference, blood pressure, triglycerides, and insulin levels, along with lower good cholesterol levels.
  • The study found that the negative impact of inflammatory diets on cardiometabolic health was more pronounced in individuals who experienced APOs during pregnancy.
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  • * Study Design: Researchers analyzed data from the Nulliparous Pregnancy Outcomes Study, focusing on 131 factors like maternal demographics and health history, and developed several machine learning models, eventually choosing the XGBoost model for its strong performance.
  • * Results: Out of 9,467 participants, 219 experienced preterm preeclampsia, with the XGBoost model achieving the highest accuracy (AUC of 0.749). The final model, based on 8 key features, showed slightly lower performance (AUC of 0.741) but
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Objective:  We aimed to evaluate the relationship between intrapartum continuous glucose monitoring (CGM) and neonatal hypoglycemia (NH) in individuals with diabetes.

Study Design:  a multicenter prospective study (November 2021-December 2022) of laboring individuals with pregestational or gestational diabetes at ≥34 weeks. Cohorts had a blinded CGM placed from admission through delivery and were monitored with fingerstick (FS) according to usual care.

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The research and implementation process for a new screening test should involve two steps. First, one has to demonstrate that the test can predict a certain outcome or appropriately stratify the patients based on risk for the outcome. The second step requires evidence of clinical utility.

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Background: Implications of lifelong, perceived discrimination on nutrient intake during the preconception period are unclear.

Objective: The objective was to identify associations between perceived discrimination and consumption of specific nutrients associated with risk of adverse pregnancy outcomes.

Design: This is a secondary data analysis of the prospective Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-Be cohort.

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The management of hypertensive disease in pregnancy is currently guided by practice recommendations based largely on observational data from a half century ago and has changed only superficially since that time. These recommendations are both narrowly prescriptive (women without traditional features of severe disease should all be delivered at exactly 37 weeks) and at the same time frustratingly ambiguous (the presence of epigastric pain unresponsive to repeat analgesics precludes expectant management at any gestational age, regardless of laboratory studies). Guidelines that ignore recent data from the obstetric, pediatric, and internal medicine literature too often lead practitioners to be more aggressive than necessary in the delivery of very premature pregnancies, and, conversely, more complacent than patient safety would support in prolonging pregnancy with advanced fetal maturity.

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  • The study evaluated the link between not following prenatal care guidelines and the causes of stillbirths.
  • It analyzed data from the Stillbirth Collaborative Research Network, focusing on adherence to ACOG/AAP and MiPATH recommendations for prenatal visits.
  • Results indicated that a significant portion of stillbirth cases were from mothers who weren't following these guidelines, with a particular increase in stillbirths associated with hypertensive disorders.
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Objective:  This study aimed to evaluate the safety of peripheral administration of vasopressor agents among patients with circulatory shock.

Study Design:  We reviewed the published literature evaluating the use of peripheral norepinephrine in patients with shock and proposed a protocol for use in labor and delivery units.

Results:  Peripheral administration of norepinephrine is a safe and potentially lifesaving intervention for patients in labor and delivery with extremely low complication rates.

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Background: Tranexamic acid is a recommended treatment for women with a clinical diagnosis of postpartum haemorrhage, but whether it can prevent bleeding is unclear. We conducted a systematic review and individual patient data (IPD) meta-analysis of randomised controlled trials to assess the effects of tranexamic acid in women giving birth.

Methods: In this systematic review and IPD meta-analysis, we searched the WHO International Clinical Trials Registry Platform from database inception to Aug 4, 2024 for randomised trials that assessed the effects of tranexamic acid in women giving birth.

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Objective:  This study aimed to compare neonatal and maternal outcomes based on the attempted mode of delivery, stratified by prepregnancy body mass index (BMI; kg/m) in nulliparous individuals.

Study Design:  This was a repeated cross-sectional analysis of U.S.

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Purpose: We examined the association between iron deficiency anemia (IDA) and severe maternal morbidity (SMM) during delivery and up to 1-year postpartum.

Methods: In a retrospective cohort study across 3 states, we computed adjusted relative risks (aRR) for SMM comparing individuals with IDA versus those without, using modified Poisson regression models.

Results: Among 2459,106 individuals, 10.

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  • - Acute right ventricular failure (ARVF) in pregnancy poses serious risks to both mother and baby, necessitating quick and effective diagnosis and management, particularly through Point-of-Care Ultrasound (POCUS).
  • - POCUS allows real-time assessment of the right ventricle and fluid status, aiding in the detection of conditions like pulmonary embolism and helping tailor immediate treatment strategies to manage ARVF in pregnant patients.
  • - While POCUS offers significant benefits in emergency situations, effective use requires specialized training and integration into standard obstetric care protocols for optimal outcomes.
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  • A recent study analyzed the effect of oxytocin dosage on cesarean delivery rates and adverse outcomes in low-risk nulliparous patients undergoing labor induction at 39 weeks or more.
  • The research compared mid- to high-dose oxytocin regimens with low-dose regimens, finding that higher doses were associated with fewer cesarean deliveries, without increasing negative perinatal outcomes.
  • The study was a secondary analysis of a larger randomized trial and utilized various statistical methods to evaluate the impact of the different oxytocin dosages on the primary outcomes.
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  • Gestational diabetes mellitus (GDM) is a common pregnancy complication, requiring glycaemic control to prevent negative outcomes for both the mother and baby, with about 25% needing medication like insulin or metformin.
  • A study will compare the effectiveness and safety of metformin versus insulin in a diverse group of 1572 pregnant individuals needing treatment, tracking their health and their children's health for two years.
  • Ethical approval has been obtained, and plans include publishing detailed results on the findings related to treatment experiences and safety outcomes.
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Background: Perinatal depression has been suggested to adversely impact child neurodevelopment. However, the complexity of the early childhood environment challenges conclusive findings.

Objective: To evaluate whether there is an association between perinatal depressive symptoms and child intelligence quotient (IQ) at 5 years of age.

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Background: The Chronic Hypertension and Pregnancy Study demonstrated that a target blood pressure of <140/90 mm Hg during pregnancy is associated with improved perinatal outcomes. Outside of pregnancy, pharmacologic therapy for patients with diabetes and hypertension is adjusted to a target blood pressure of <130/80 mm Hg. During pregnancy, patients with both diabetes and chronic hypertension may also benefit from tighter control with a target blood pressure <130/80 mm Hg.

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Objective: To compare differences in postpartum blood pressure (BP) control (BP below 140/90 mm Hg) for participants with hypertension randomized to receive antihypertensive treatment compared with no treatment during pregnancy.

Methods: This study was a planned secondary analysis of a multicenter, open-label, randomized controlled trial (The CHAP [Chronic Hypertension and Pregnancy] trial). Pregnant participants with mild chronic hypertension (BP below 160/105 mm Hg) were randomized into two groups: active (antihypertensive treatment) or control (no treatment unless severe hypertension, BP 160/105 mm Hg or higher).

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