AI Medical Compendium Journal:
Journal of agricultural and food chemistry

Showing 1 to 10 of 24 articles

Multiple Mutations in the β1 Subunit of the Nicotinic Acetylcholine Receptor Confer Resistance to Neonicotinoids.

Journal of agricultural and food chemistry
The evolution of resistance to neonicotinoid insecticides threatens global agriculture. To elucidate its molecular basis, we employed as a model system to investigate resistance-associated mutations in the β1 subunit of nicotinic acetylcholine recep...

Secretions Induce Shifts in Macrolactin Composition and Reduction in Antimicrobial Activity of BNC5.

Journal of agricultural and food chemistry
, a pathogen causing bacterial wilt, threatens global crop production, necessitating sustainable biocontrol solutions. is a promising biocontrol agent, but the mechanisms of its interaction with are not well understood. This study investigates the ...

Mechanism Exploration of Dietary Supplement Astaxanthin on Improving Atherosclerosis through an Integrated Strategy Encompassing Artificial Intelligence Virtual Screening and Experimental Validation.

Journal of agricultural and food chemistry
Atherosclerosis (AS) is a major and common pathological basis of ischemic intestinal infarction, myocardial infarction, stroke, renal failure, and other highly lethal and disabling diseases. Current pharmacological interventions (e.g., statins) often...

Hyperspectral Imaging and Deep Learning for Quality and Safety Inspection of Fruits and Vegetables: A Review.

Journal of agricultural and food chemistry
Quality inspection of fruits and vegetables linked to food safety monitoring and quality control. Traditional chemical analysis and physical measurement techniques are reliable, they are also time-consuming, costly, and susceptible to environmental a...

Exploration of Novel Antimicrobial Agents against Foodborne Pathogens via a Deep Learning Approach.

Journal of agricultural and food chemistry
The emergence of antibiotic-resistant bacteria poses a severe threat to food safety and human health, necessitating an urgent search for novel antimicrobial agents that can be applied in the food industry. This study utilizes a deep learning approach...

Artificial Intelligence Technology Assists Enzyme Prediction and Rational Design.

Journal of agricultural and food chemistry
Since the structure of enzymes determines their function, elucidating the structure of enzymes lays a solid foundation for deciphering their catalytic mechanism and enabling rational design. The development of artificial intelligence (AI) has sparked...

Structural Similarity, Activity, and Toxicity of Mycotoxins: Combining Insights from Unsupervised and Supervised Machine Learning Algorithms.

Journal of agricultural and food chemistry
A large number of mycotoxins and related fungal metabolites have not been assessed in terms of their toxicological impacts. Current methodologies often prioritize specific target families, neglecting the complexity and presence of co-occurring compou...

Barley Grain Proteome Assessment Using Multi-Environment Trial Data and Machine Learning.

Journal of agricultural and food chemistry
Proteomics can be used to assess individual protein abundances, which could reflect genotypic and environmental effects and potentially predict grain/malt quality. In this study, 79 barley grain samples (genotype-location-year combinations) from Cali...

Untargeted Metabolomics and Soil Community Metagenomics Analyses Combined with Machine Learning Evaluation Uncover Geographic Differences in Ginseng from Different Locations.

Journal of agricultural and food chemistry
C.A. Meyer, known as the "King of Herbs," has been used as a nutritional supplement for both food and medicine with the functions of relieving fatigue and improving immunity for thousands of years in China. In agricultural planting, soil environment...

From Nontargeted to Targeted Analysis: Feature Selection in the Differentiation of Truffle Species ( spp.) Using H NMR Spectroscopy and Support Vector Machine.

Journal of agricultural and food chemistry
The price of different truffle types varies according to their culinary value, sometimes by more than a factor of 10. Nonprofessionals can hardly distinguish visually the species within the white or black truffles, making the possibility of food frau...