AIMC Topic: Marine Toxins

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Mitochondrial toxic prediction of marine alga toxins using a predictive model based on feature coupling and ensemble learning algorithms.

Toxicology mechanisms and methods Apr 11, 2025
Alga toxins have recently emerged as environmental risk factors to multiple human health issues. Mitochondrial toxicity is an essential element in the field of ecotoxicology, it is necessary to screen and manage mitochondrial toxicants from common al...
Machine Learning Marine Toxins Quantitative Structure-Activity Relationship Ensemble Learning Algorithms Mitochondria
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Explainable machine learning for predicting diarrhetic shellfish poisoning events in the Adriatic Sea using long-term monitoring data.

Harmful algae Sep 23, 2024
In this study, explainable machine learning techniques are applied to predict the toxicity of mussels in the Gulf of Trieste (Adriatic Sea) caused by harmful algal blooms. By analysing a newly created 28-year dataset containing records of toxic phyto...
Mytilus Shellfish Poisoning Dinoflagellida Harmful Algal Bloom Machine Learning Animals Marine Toxins Phytoplankton Environmental Monitoring
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Reusable and Practical Biocomposite Based on sp. YF1 and Polyacrylonitrile-Based Carbon Fiber for the Efficient Bioremediation of Microcystin-LR-Contaminated Water.

Toxins Dec 29, 2023
Microbial degradation is a cost-effective and environmentally friendly method for removing microcystin-LR (MC-LR). However, the application of free bacteria has limitations due to low operational stability and difficulties in recovery. In a previous ...
Water Pollution Marine Toxins Water Culture Media Sphingomonadaceae Acrylic Resins Microcystins Carbon Fiber Biodegradation, Environmental
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Temporal Prediction of Paralytic Shellfish Toxins in the Mussel Using a LSTM Neural Network Model from Environmental Data.

Toxins Jan 12, 2022
Paralytic shellfish toxins (PSTs) are produced mainly by (formerly ). Since 2000, the National Institute of Fisheries Science (NIFS) has been providing information on PST outbreaks in Korean coastal waters at one- or two-week intervals. However, a d...
Republic of Korea Temperature Neural Networks, Computer Time Factors Models, Theoretical Environmental Monitoring Animals Water Mytilus Tidal Waves Marine Toxins Salinity
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Double-integrated mimic enzymes for the visual screening of Microcystin-LR: Copper hydroxide nanozyme and G-quadruplex/hemin DNAzyme.

Analytica chimica acta Dec 15, 2018
Recently, mimic enzymes have obtained particular interest by their high activity, stability, and biocompatibility. In this work, by coupling copper hydroxide nanozyme and G-quadruplex/hemin DNAzyme to form a double-integrated mimic enzyme, a visual, ...
Hemin Immunoassay Nanostructures Biosensing Techniques Base Sequence Marine Toxins Copper Hydroxides Biomimetic Materials Microcystins DNA, Catalytic G-Quadruplexes
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Rapid screening and multi-toxin profile confirmation of tetrodotoxins and analogues in human body fluids derived from a puffer fish poisoning incident in New Caledonia.

Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association Dec 30, 2017
In August 2014, a puffer fish poisoning incidence resulting in one fatality was reported in New Caledonia. Although tetrodotoxin (TTX) intoxication was established from the patients' signs and symptoms, the determination of TTX in the patient's urine...
Animals Enzyme-Linked Immunosorbent Assay Foodborne Diseases Seafood Marine Toxins Tetrodotoxin Chromatography, High Pressure Liquid New Caledonia Humans Tandem Mass Spectrometry Tetraodontiformes Food Contamination
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A novel application of an adaptable modeling approach to the management of toxic microalgal bloom events in coastal areas.

Harmful algae Mar 10, 2017
Harmful algal blooms have been increasing in frequency in recent years, and attention has shifted from describing to modeling and trying to predict these phenomena, since in many cases they pose a risk to human health and coastal activities. Predicti...
Microalgae Machine Learning Marine Toxins Harmful Algal Bloom Environmental Monitoring
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The effect of the toxic dinoflagellate on the fitness of the calanoid copepod .

Harmful algae Dec 14, 2015
Inshore and offshore waters of the Gulf of Maine (USA) have spring/summer harmful algal blooms (HABs) of the toxic dinoflagellate , which is responsible for paralytic shellfish poisoning (PSP) in humans. The calanoid copepod co-occurs with during t...
Maine Harmful Algal Bloom Copepoda Marine Toxins Dinoflagellida Animals Diet Female
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