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Existing studies have found inconclusive associations between prenatal exposure to persistent organic pollutants (POPs), including per- and polyfluoroalkyl substances (PFAS) and polybrominated diphenyl ethers (PBDEs), and offspring neurodevelopment. However, there is a significant gap in research involving African American populations, who face higher levels of exposure to many POPs relative to other groups. In this study, we assessed the joint effects of PFAS and PBDEs on child behavior problems among mother-child pairs in Atlanta, Georgia. Our study population included a subset of mother-child pairs participating in a prospective birth cohort (N = 159) for whom exposure and outcome data were available. Four PFAS and three PBDEs were measured in serum samples obtained during the first trimester of pregnancy. The Child Behavior Checklist was administered annually from ages 1-5 years and used to assess internalizing and externalizing behavior problems (averaged across all timepoints). We used quantile g-computation, Bayesian kernel machine regression (BKMR), and self-organizing maps (SOM) to assess associations between POPs mixtures and internalizing and externalizing behavior problems. Using quantile g-computation, we observed that increasing concentrations of prenatal PBDEs were associated with more internalizing and externalizing behavior problems (e.g., Ѱ = 0.20, 95 % CI = 0.04, 0.36 for externalizing problems). The SOM cluster reflecting high PFAS and high PBDEs was similarly associated with an increase in internalizing and externalizing behavior problems compared to the reference cluster (e.g., β = 0.44 95 % CI = 0.08, 0.81 for internalizing problems). The positive associations were attributable to PBDEs, while PFAS were negatively associated with both outcomes across all three methods. To conclude, among mother-child pairs in Atlanta, we observed that exposure to PFAS and PBDEs was associated with internalizing and externalizing behavior problems between 1 and 5 years of age.
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http://dx.doi.org/10.1016/j.envpol.2025.126123 | DOI Listing |
Chaos
September 2025
School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, USA.
Although many real-world time series are complex, developing methods that can learn from their behavior effectively enough to enable reliable forecasting remains challenging. Recently, several machine-learning approaches have shown promise in addressing this problem. In particular, the echo state network (ESN) architecture, a type of recurrent neural network where neurons are randomly connected and only the read-out layer is trained, has been proposed as suitable for many-step-ahead forecasting tasks.
View Article and Find Full Text PDFBackground: Addictive disorders remain a global problem, affecting health, society and the economy. The etiopathogenesis of addictions, which have a multifactorial nature, is poorly understood, making it difficult to develop personalized treatment approaches. Of particular interest is the gene, which regulates serotonergic transmission.
View Article and Find Full Text PDFJ Healthc Sci Humanit
January 2024
Formerly Associate Professor of Epidemiology and Risk Analysis, Department of Pathobiology/Department of Graduate Public Health, College of Veterinary Medicine, Tuskegee University, Phone: (334) 524-1988, Email:
The COVID-19 pandemic is a highly infectious disease of paramount public health importance. COVID-19 is mainly transmitted via human-to-human contact. This could be through self-inoculation resulting from failure to observe proper hand hygiene and infection control practices.
View Article and Find Full Text PDFAddict Behav Rep
June 2025
Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
This article proposes minimum requirements for reporting efficacy in treatment studies of compulsive sexual behavior (CSB). CSB disorder (CSBD) is a condition whose diagnostic criteria were only recently defined by the World Health Organization. Multiple primary and secondary outcomes have been used in treatment trials of CSB, and possible neuropsychological measures have been considered.
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