AIMC Topic: Caprylates

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Perfluorooctanoic Acids (PFOA) removal using electrochemical oxidation: A machine learning approach.

Journal of environmental management Oct 11, 2024
The urgent need to eliminate Perfluorooctanoic Acid (PFOA) has positioned electrooxidation (EO) as a key solution for pollutant degradation. This study evaluates several machine learning (ML) models, including K-Nearest Neighbors (KNN), Decision Tree...
Fluorocarbons Machine Learning Oxidation-Reduction Caprylates Water Pollutants, Chemical
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Machine learning predicts the serum PFOA and PFOS levels in pregnant women: Enhancement of fatty acid status on model performance.

Environment international Jun 19, 2024
Human exposure to per- and polyfluoroalkyl substances (PFASs) has received considerable attention, particularly in pregnant women because of their dramatic changes in physiological status and dietary patterns. Predicting internal PFAS exposure in pre...
Humans Female Young Adult Adult Machine Learning Pregnancy Fluorocarbons Alkanesulfonic Acids Caprylates Environmental Pollutants Fatty Acids
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Adsorptive removal of perfluorooctanoic acid from aqueous matrices using peanut husk-derived magnetic biochar: Statistical and artificial intelligence approaches, kinetics, isotherm, and thermodynamics.

Chemosphere May 21, 2024
Removal of perfluorooctanoic acid (PFOA) from water matrices is crucial owing to its pervasiveness and adverse ecological and human health effects. This study investigates the adsorptive removal of PFOA using magnetic biochar (MBC) derived from FeCl-...
Thermodynamics Fluorocarbons Arachis Adsorption Charcoal Kinetics Caprylates Water Purification Water Pollutants, Chemical Neural Networks, Computer Artificial Intelligence
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Perfluorooctanoic acid-induced toxicity in primary cultures of chicken embryo cardiomyocytes.

Environmental toxicology Jun 22, 2015
Perfluorooctanoic acid (PFOA) is a widespread environmental contaminant that induces developmental cardiotoxicity. It is detectable in late stage chicken embryos and hatchling chickens. To investigate mechanism(s) of cardiotoxicity, primary cultures ...
Caprylates Fluorocarbons Reactive Oxygen Species Environmental Pollutants Myocytes, Cardiac Cells, Cultured Animals Chick Embryo
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Refining in silico simulation to study digestion parameters affecting the bioaccessibility of lipophilic nutrients and micronutrients.

Food & function Oct 23, 2014
Despite the considerable number of in vivo and in vitro studies on the digestive fate of lipophilic nutrients, micronutrients, and bioactives, the effects of the structure and composition of foods on the physicochemical mechanisms of luminal digestio...
Intestinal Absorption Vitamin A Lipolysis Viscosity Gastric Juice Humans Triglycerides Triolein Animals Hydrophobic and Hydrophilic Interactions Caprylates Chemical Phenomena Computational Biology Solubility Expert Systems Dietary Fats Digestion Food Analysis Models, Biological Bile Acids and Salts Computer Simulation
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Integrative network and computational toxicology reveal the molecular mechanisms in PFOA-induced spermatogenic disorder.

Journal of environmental management Jun 1, 2025
Perfluorooctanoic acid (PFOA), a widely used industrial chemical, poses significant environmental and biological toxicity, particularly affecting reproductive health. This study aimed to integrate network toxicology, machine learning, and molecular d...
Caprylates Animals Male Fluorocarbons Spermatogenesis Molecular Docking Simulation Machine Learning Mice
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Determination of Serum Perfluorooctanoic Acid and Perfluorooctanesulfonic Acid Levels with Different Stages of Chronic Kidney Disease.

Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia Jan 1, 2021
The aim of this study is to investigate the perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS) levels in patients with different stages of chronic kidney disease (CKD). Sixty-one CKD stage 1-4 patients who applied to the nephrology...
Fluorocarbons Alkanesulfonic Acids Humans Caprylates Renal Insufficiency, Chronic
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