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Machine learning of toxological big data can predict the toxicity of chemicals

Machine Learning Can Improve Chemical Toxicity Prediction

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Read-across structure activity relationship models constructed, which outperformed animal testing
Multiple chemicals associated with endocrine disruption and asthma are contained in hair products used by black women and children

Chemicals in Hair Products for Black Women Raise Concerns

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Chemicals linked with endocrine disruption, asthma ID'd in hair products used by black women, children
Among the U.S. population

Dining Out Linked to Phthalates Exposure in U.S. Population

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Teen high consumers of food outside the home had 55 percent higher Σandrogen-disruptor levels
Adolescents smoking electronic-cigarettes only have significantly higher excretion of volatile organic chemical compounds than non-smokers

Excretion of Volatile Organic Compounds Up in Teen E-Smokers

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Excretion of metabolites of acrylonitrile, acrolein, propylene oxide, acrylamide, crotonaldehyde up
Higher concentrations of perfluoroalkyl substances are associated with greater weight regain in a diet-induced weight-loss setting

Perfluoroalkyl Substances Linked to Greater Weight Regain

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Higher baseline levels of PFAS tied to greater weight regain in weight-loss setting, especially for women
Disparities in exposure to diabetes-associated environmental endocrine-disrupting chemicals may contribute to disparities in diabetes

Endocrine-Disrupting Chemicals Linked to Diabetes Disparities

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Exposure to diabetes-associated environmental EDCs may contribute to racial, socioeconomic disparities
Use of oxybenzone (Benzophenone-3) in sunscreen and personal care products should be minimized due to its dermatological and environmental toxicity

Doubts Raised About Use of Products Containing Oxybenzone

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Increased adverse reactions may be result of closed loop involving ingesting fish, washing ingredient off
Higher exposure to organophosphate flame retardants is associated with reduced success of in vitro fertilization

Flame Retardants Associated With Reduced IVF Success

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Link found between exposure to a certain chemical and failed in vitro fertilization attempts
Developmental polybrominated diphenyl ethers exposure may be tied to reduced intelligence

Exposure to Flame Retardants May Lower IQ in Children

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Findings based on review, meta-analysis assessing developmental exposure in children
Prenatal exposure to bisphenol A may raise a child's risk of obesity by altering hypothalamic circuits that regulate feeding behavior and energy balance

Prenatal BPA Exposure May Dampen Body’s Fullness Cues

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Mice born to mothers exposed to BPA found less responsive to leptin