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BMC Pregnancy and Childbirth Jun 2024Differential exposure to chronic stressors by race/ethnicity may help explain Black-White inequalities in rates of preterm birth. However, researchers have not...
BACKGROUND
Differential exposure to chronic stressors by race/ethnicity may help explain Black-White inequalities in rates of preterm birth. However, researchers have not investigated the cumulative, interactive, and population-specific nature of chronic stressor exposures and their possible nonlinear associations with preterm birth. Models capable of computing such high-dimensional associations that could differ by race/ethnicity are needed. We developed machine learning models of chronic stressors to both predict preterm birth more accurately and identify chronic stressors and other risk factors driving preterm birth risk among non-Hispanic Black and non-Hispanic White pregnant women.
METHODS
Multivariate Adaptive Regression Splines (MARS) models were developed for preterm birth prediction for non-Hispanic Black, non-Hispanic White, and combined study samples derived from the CDC's Pregnancy Risk Assessment Monitoring System data (2012-2017). For each sample population, MARS models were trained and tested using 5-fold cross-validation. For each population, the Area Under the ROC Curve (AUC) was used to evaluate model performance, and variable importance for preterm birth prediction was computed.
RESULTS
Among 81,892 non-Hispanic Black and 277,963 non-Hispanic White live births (weighted sample), the best-performing MARS models showed high accuracy (AUC: 0.754-0.765) and similar-or-better performance for race/ethnicity-specific models compared to the combined model. The number of prenatal care visits, premature rupture of membrane, and medical conditions were more important than other variables in predicting preterm birth across the populations. Chronic stressors (e.g., low maternal education and intimate partner violence) and their correlates predicted preterm birth only for non-Hispanic Black women.
CONCLUSIONS
Our study findings reinforce that such mid or upstream determinants of health as chronic stressors should be targeted to reduce excess preterm birth risk among non-Hispanic Black women and ultimately narrow the persistent Black-White gap in preterm birth in the U.S.
Topics: Humans; Female; Premature Birth; Pregnancy; Machine Learning; White People; Black or African American; Stress, Psychological; Adult; Risk Factors; United States; Young Adult; Risk Assessment
PubMed: 38909177
DOI: 10.1186/s12884-024-06613-w -
Scientific Reports Jun 2024Metabolic syndrome (MetS) poses a significant public health challenge globally, including in Ethiopia, with risks for both mothers and children. Unfortunately, there is...
Metabolic syndrome (MetS) poses a significant public health challenge globally, including in Ethiopia, with risks for both mothers and children. Unfortunately, there is limited data on MetS in pregnant Ethiopian women. This study aims to evaluate the prevalence and factors associated with MetS in this population. A cross-sectional study was conducted using a systematic random sampling technique. Data were collected through face-to-face interviews using a structured questionnaire adapted from the World Health Organization Steps Survey Tool for Non-communicable Diseases. About five ml of fasting peripheral blood samples were collected from each participant. The Beckman Coulter DXC 700 AU clinical chemistry analyzer was employed for lipid profile and glucose analysis. Subsequently, data were inputted into Epi Data and later exported to SPSS Version 20 for further analysis. Bivariable and multivariable binary logistic regression analyses were carried out, with a predefined level of statistical significance at p < 0.05. A total of 318 pregnant women were included in this study. The prevalence of MetS was 13.2% (95% CI: 9.7, 17.0) based on the American Heart Association/National Heart Lung and Blood Institute definition. The most prevalent components of MetS were elevated triglyceride levels, reduced high-density lipoprotein levels, and elevated blood pressure. Unhealthy sleep duration (AOR = 5.6, 95% CI (2.4, 13.1), p < 0.001), high daily salt intake (AOR = 4.2, 95% CI (1.8, 9.5), p = 0.001), and alcohol consumption [AOR = 4.2, 95% CI (1.6, 10.9), p = 0.003] were significantly associated with MetS. The study reported a high prevalence of MetS in pregnant Ethiopian women. Factors including alcohol, high salt intake, and sleep disturbances were associated with MetS. Policymakers might utilize this data to create targeted interventions and public health policies for MetS among pregnant women, focusing on nutrition, sleep, and alcohol consumption during pregnancy to safeguard maternal and fetal health.
Topics: Humans; Female; Metabolic Syndrome; Ethiopia; Pregnancy; Adult; Cross-Sectional Studies; Prevalence; Risk Factors; Young Adult; Pregnancy Complications
PubMed: 38909078
DOI: 10.1038/s41598-024-65107-z -
BMJ Open Jun 2024To identify determinants of puerperal sepsis among postpartum women attending East Shoa Zone public hospitals, Central Ethiopia, 2023.
OBJECTIVE
To identify determinants of puerperal sepsis among postpartum women attending East Shoa Zone public hospitals, Central Ethiopia, 2023.
DESIGN AND SETTING
An institutional-based, unmatched case-control study was conducted from 19 June 2023 to 4 September 2023, in East Shoa Zone public hospitals.
PARTICIPANTS
495 postpartum women (100 cases and 395 controls) were selected using systematic sampling techniques. Data were collected through face-to-face interviews and from medical charts using a pretested, structured questionnaire. The AOR with its corresponding 95% CI was used to identify determinant variables. Findings were presented in texts and tables.
OUTCOME MEASURES
The medical charts of participants were reviewed to identify those who had developed puerperal sepsis.
RESULTS
Anaemia (AOR 6.05; 95% CI 2.57 to 14.26), undernourishment (AOR 4.43; 95% CI 1.96 to 10.01), gestational diabetes mellitus (AOR 3.26; 95% CI 1.22 to 8.74), postpartum haemorrhage (AOR 3.17; 95% CI 1.28 to 7.87), obstructed labour (AOR 2.76; 95% CI 1.17 to 6.52), multiparity (AOR 2.54; 95% CI 1.17 to 5.50), placenta previa (AOR 2.27; 95% CI 1.11 to 4.67) and vaginal examination ≥5 times (AOR 2.19; 95% CI 1.05 to 4.54) were the independent determinants of puerperal sepsis in this study.
CONCLUSION
This study found that gestational diabetes mellitus, anaemia, undernourishment, placenta previa, obstructed labour, postpartum haemorrhage and five or more per-vaginal examinations during labour were the determinants of puerperal sepsis. Therefore, it is recommended that obstetric care providers strictly adhere to guidelines on the number of vaginal exams that should be performed throughout labour and that they perform these exams using the appropriate infection-prevention techniques. In addition, they should provide comprehensive health education on nutrition during pregnancy and postnatal periods and the importance of iron supplements.
Topics: Humans; Female; Ethiopia; Case-Control Studies; Adult; Hospitals, Public; Sepsis; Pregnancy; Puerperal Infection; Risk Factors; Young Adult; Postpartum Period; Postpartum Hemorrhage; Anemia; Adolescent; Diabetes, Gestational
PubMed: 38908838
DOI: 10.1136/bmjopen-2023-083230 -
Biological Research Jun 2024Prenatal alcohol exposure (PAE) has serious physical consequences for children such as behavioral disabilities, growth disorders, neuromuscular problems, impaired motor...
BACKGROUND
Prenatal alcohol exposure (PAE) has serious physical consequences for children such as behavioral disabilities, growth disorders, neuromuscular problems, impaired motor coordination, and decreased muscle tone. However, it is not known whether loss of muscle strength occurs, and which interventions will effectively mitigate physical PAE impairments. We aimed to investigate whether physical alteration persists during adolescence and whether exercise is an effective intervention.
RESULTS
Using paradigms to evaluate different physical qualities, we described that early adolescent PAE animals have significant alterations in agility and strength, without alterations in balance and coordination compared to CTRL animals. We evaluated the effectiveness of 3 different exercise protocols for 4 weeks: Enrichment environment (EE), Endurance exercise (EEX), and Resistance exercise (REX). The enriched environment significantly improved the strength in the PAE group but not in the CTRL group whose strength parameters were maintained even during exercise. Resistance exercise showed the greatest benefits in gaining strength, and endurance exercise did not.
CONCLUSION
PAE induced a significant decrease in strength compared to CTRL in PND21. Resistance exercise is the most effective to reverse the effects of PAE on muscular strength. Our data suggests that individualized, scheduled, and supervised training of resistance is more beneficial than endurance or enriched environment exercise for adolescents FASD.
Topics: Fetal Alcohol Spectrum Disorders; Animals; Disease Models, Animal; Physical Conditioning, Animal; Female; Muscle Strength; Pregnancy; Male; Rats; Prenatal Exposure Delayed Effects; Rats, Wistar
PubMed: 38907274
DOI: 10.1186/s40659-024-00520-2 -
Nature Communications Jun 2024Drug exposure during pregnancy lacks global fetal safety data. The maternal drug exposure birth cohort (DEBC) study, a prospective longitudinal investigation, aims to...
Drug exposure during pregnancy lacks global fetal safety data. The maternal drug exposure birth cohort (DEBC) study, a prospective longitudinal investigation, aims to explore the correlation of maternal drug exposure during pregnancy with pregnancy outcomes, and establish a human biospecimen biobank. Here we describe the process of establishing DEBC and show that the drug exposure rate in the first trimester of pregnant women in DEBC (n = 112,986) is 30.70%. Among the drugs used, dydrogesterone and progesterone have the highest exposure rates, which are 11.97% and 10.82%, respectively. The overall incidence of adverse pregnancy outcomes is 13.49%. Dydrogesterone exposure during the first trimester is correlated with higher incidences of stillbirth, preterm birth, low birth weight, and birth defects, along with a lower incidence of miscarriage/abortion. Due to the limitations of this cohort study, causative conclusions cannot be drawn. Further follow-up and in-depth data analysis are planned for future studies.
Topics: Humans; Female; Pregnancy; China; Maternal Exposure; Adult; Premature Birth; Pregnancy Trimester, First; Prospective Studies; Pregnancy Outcome; Dydrogesterone; Progesterone; Birth Cohort; Infant, Newborn; Abortion, Spontaneous; Stillbirth; Infant, Low Birth Weight; Longitudinal Studies; Incidence; Young Adult
PubMed: 38906856
DOI: 10.1038/s41467-024-49623-0 -
Annals of Emergency Medicine Jul 2024
Topics: Humans; Urinary Retention; Pregnancy; Female; Adult; Pregnancy Complications
PubMed: 38906631
DOI: 10.1016/j.annemergmed.2024.01.015 -
The Lancet. Digital Health Jul 2024
Topics: Humans; Pregnancy; Female; Pregnancy Complications; Pregnancy, Twin; Twins
PubMed: 38906606
DOI: 10.1016/S2589-7500(24)00086-4 -
Medicine Jun 2024Immune thrombocytopenic purpura (ITP) comprises ~1% to 4% of thrombocytopenia cases during pregnancy. Factors predicting neonatal thrombocytopenia and associated... (Observational Study)
Observational Study
Immune thrombocytopenic purpura (ITP) comprises ~1% to 4% of thrombocytopenia cases during pregnancy. Factors predicting neonatal thrombocytopenia and associated morbidities due to maternal ITP are unclear. The present study aimed to assess the neonatal outcomes of pregnant women with ITP. Fifty-five pregnant women with ITP and their babies, born between January/2013 and April/2021, were retrospectively reviewed. Maternal and neonatal thrombocytopenia cases other than ITP were excluded from the study. Physical examination, blood count, and cranial/abdominal ultrasonography findings of the newborns were recorded. Neonatal thrombocytopenia was defined as a platelet count < 150 × 109/L. Relationship between neonatal thrombocytopenia and maternal factors was investigated. Thrombocytopenia was detected in 17/55 babies (30.9%), and 8/17 (47.1%) had symptoms of bleeding, all but one being mild bleeding. There was a significant correlation between neonatal platelet counts of < 100 × 109/L and maternal splenectomy history. Incidence of moderate and severe thrombocytopenia was higher (statistically insignificant) in neonates of mothers with ITP. No significant correlation was determined between maternal and neonatal platelet counts. There was a weak insignificant correlation between platelet counts of neonates of mothers with or without thrombocytopenia. A significant correlation was found between the presence of splenectomy before delivery in the mother and a platelet count of < 100 × 109/L in the neonate. Moderate and severe thrombocytopenia was higher in neonates of mothers diagnosed with ITP before pregnancy and needed treatment during pregnancy and/or delivery, but the difference was insignificant. Close follow-up of babies born to mothers with ITP after birth is crucial since there is no significant prediction criterion for developing neonatal thrombocytopenia and associated morbidities.
Topics: Humans; Female; Retrospective Studies; Infant, Newborn; Pregnancy; Purpura, Thrombocytopenic, Idiopathic; Cross-Sectional Studies; Adult; Platelet Count; Pregnancy Complications, Hematologic; Thrombocytopenia, Neonatal Alloimmune; Splenectomy
PubMed: 38905433
DOI: 10.1097/MD.0000000000038587 -
Medicine Jun 2024Preeclampsia (PE) is a serious condition that threatens pregnancy with severe sequelae on both the mother and infant. Early detection of PE will lead to favorable... (Observational Study)
Observational Study
Preeclampsia (PE) is a serious condition that threatens pregnancy with severe sequelae on both the mother and infant. Early detection of PE will lead to favorable outcomes, and using readily available markers like hematological indices is an attractive choice. Examine the diagnostic utility of hematological indices in pregnant women to predict preeclampsia and its severity. In a retrospective case-control study that included 252 women, all had their complete blood picture evaluated during their first and third trimesters as part of their outpatient antenatal care during their pregnancy. They were also divided into 3 groups: healthy pregnant women (control), non-severe PE, and severe PE, each involving 84 women. The changes in platelet to lymphocyte ratio (PLR) between 1st and 3rd trimesters showed an excellent ability to differentiate between severe PE and control (area under the curve = 0.954, cutoff ≤ -5.45%) and a good ability to differentiate between severe PE and non-severe PE (area under the curve = 0.841, cutoff ≤ -7.89%). Neutrophil to lymphocyte ratio showed a good to excellent ability to differentiate between severe PE and non-severe PE compared to control in the first and third trimesters and the percentage change between them. Changes in neutrophil to lymphocyte ratio and PLR strongly predict preeclampsia and its severity since they offer more predictive values than measuring NLP and PLR at different stages of pregnancy individually.
Topics: Humans; Female; Pre-Eclampsia; Pregnancy; Retrospective Studies; Adult; Case-Control Studies; Severity of Illness Index; Lymphocyte Count; Platelet Count; Predictive Value of Tests; Biomarkers; Lymphocytes; Neutrophils
PubMed: 38905404
DOI: 10.1097/MD.0000000000038557 -
Medicine Jun 2024Although the physical complications of gestational diabetes mellitus (GDM) are well known, emerging evidence suggests a significant link with psychiatric conditions such... (Review)
Review
Although the physical complications of gestational diabetes mellitus (GDM) are well known, emerging evidence suggests a significant link with psychiatric conditions such as schizophrenia (SCZ). This review aimed to explore the extent, nature, and implications of the association between GDM and SCZ, exploring how the 2 conditions may reciprocally influence each other. We conducted a comprehensive literature review and, analyzed clinical and mechanistic evidence supporting the mutual effects of GDM and SCZ. This review examined factors such as neurodevelopment and the impact of antipsychotics. The study found that Maternal GDM increases the risk of SCZ in offspring. Conversely, women with SCZ were more prone to hyperglycemic pregnancies. The research highlights significant regional variations in GDM prevalence, with the highest rate in the Middle East, North Africa, and South-East Asia regions. These regional variations may have an impact on the epidemiology of SCZ. Furthermore, this review identifies the potential biological and environmental mechanisms underlying these associations. There is a bidirectional relationship between GDM and SCZ, with each disorder potentially exacerbating the others. This relationship has significant implications for maternal and offspring health, particularly in regions with high GDM prevalence. These findings underline the need for integrated care approaches for women with SCZ during pregnancy and the importance of monitoring and managing GDM to mitigate the risk of SCZ in the offspring. Notably, this study recognizes the need for further research to fully understand these complex interactions and their implications for healthcare.
Topics: Humans; Diabetes, Gestational; Pregnancy; Female; Schizophrenia; Risk Factors; Antipsychotic Agents; Prevalence; Prenatal Exposure Delayed Effects
PubMed: 38905391
DOI: 10.1097/MD.0000000000038677