AIMC Topic: Manganese

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A negative combined effect of exposure to maternal Mn-Cu-Rb-Fe metal mixtures on gestational anemia, and the mediating role of creatinine in the Guangxi Birth Cohort Study (GBCS): Twelve machine learning algorithms.

Ecotoxicology and environmental safety May 31, 2025
The link between individual metals and gestational anemia has been established, but the impact of metal mixtures and the mediating role of renal function on gestational anemia remain inconclusive. The concentrations of 20 blood essential trace and no...
Cohort Studies Iron Copper Female Adult China Anemia Maternal Exposure Humans Machine Learning Metals, Heavy Algorithms Pregnancy Environmental Pollutants Creatinine Manganese
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Machine learning uncovers manganese as a key nutrient associated with reduced risk of steatotic liver disease.

Liver international : official journal of the International Association for the Study of the Liver Jul 31, 2024
BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) affects approximately 20%-30% of the general population and is linked to high-caloric western style diet. However, there are little data that specific nutrients might help t...
Humans Machine Learning Adult Male Middle Aged Female Risk Factors Aged Manganese United Kingdom Fatty Liver Magnetic Resonance Imaging Non-alcoholic Fatty Liver Disease Diet Cohort Studies Polymorphism, Single Nucleotide
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Artificial neural network modeling for the oxidation kinetics of divalent manganese ions during chlorination and the role of arsenite ions in the binary/ternary systems.

Water research Jun 3, 2024
This study investigated the coexistence and contamination of manganese (Mn(II)) and arsenite (As(III)) in groundwater and examined their oxidation behavior under different equilibrating parameters, including varying pH, bicarbonate (HCO) concentratio...
Arsenites Manganese Bicarbonates Halogenation Neural Networks, Computer Water Purification Water Pollutants, Chemical Oxidation-Reduction Kinetics Hydrogen-Ion Concentration
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Noninvasive Assessment of Kidney Injury by Combining Structure and Function Using Artificial Intelligence-Based Manganese-Enhanced Magnetic Resonance Imaging.

ACS applied materials & interfaces Jan 25, 2024
Contrast-enhanced magnetic resonance imaging (MRI) is seriously limited in kidney injury detection due to the nephrotoxicity of clinically used gadolinium-based contrast agents. Herein, we propose a noninvasive method for the assessment of kidney inj...
Contrast Media Magnetic Resonance Imaging Manganese Mice Kidney Artificial Intelligence Animals
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Cytocompatible manganese dioxide-based hydrogel nanoreactors for MRI imaging.

Biomaterials advances Dec 3, 2021
The application of nanoparticles in magnetic resonance imaging (MRI) has been greatly increasing, due to their advantageous properties such as nanoscale dimension and tuneability. In this context, manganese (Mn)-based nanoparticles have been greatly ...
Manganese Compounds Contrast Media Animals Oxides Nanotechnology Magnetic Resonance Imaging Hyaluronic Acid Rats Hydrogels Reactive Oxygen Species Manganese
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Manganese (Mn) removal prediction using extreme gradient model.

Ecotoxicology and environmental safety Aug 10, 2020
Exploring the Manganese (Mn) removal prediction with several independent variables is tremendously critical and indispensable to understand the pattern of removal process. Mn is one of the key heavy metals (HMs) stipulated by the WHO for the developm...
Support Vector Machine Manganese Forecasting Water Pollutants, Chemical Machine Learning Ecosystem Fresh Water Algorithms Models, Theoretical
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Using support vector machines to improve elemental ion identification in macromolecular crystal structures.

Acta crystallographica. Section D, Biological crystallography Apr 25, 2015
In the process of macromolecular model building, crystallographers must examine electron density for isolated atoms and differentiate sites containing structured solvent molecules from those containing elemental ions. This task requires specific know...
Iron Nickel Calcium Protein Conformation Macromolecular Substances Metals Algorithms Manganese Support Vector Machine Zinc Crystallography, X-Ray Models, Molecular
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Possible Parkinson's Disease Induced by Chronic Manganese Supplement Ingestion.

The Consultant pharmacist : the journal of the American Society of Consultant Pharmacists Dec 1, 2016
OBJECTIVE: The objective is to report a case of possible neurotoxicity resulting from an incorrect dietary supplement for osteoporosis taken at a toxic dose.
Dose-Response Relationship, Drug Dietary Supplements Eucalyptus Humans Female Adult Cat's Claw Medication Therapy Management Parkinson Disease, Secondary Manganese Plant Preparations Serotonin
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