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The antibiotic susceptibility/resistance of bacteria is influenced by their metabolic states. In tobramycin-resistant Edwardsiella tarda (LTB4-RToB), a dynamic metabolic state is observed, characterized by a general reduction in most metabolites as the minimum inhibitory concentration (MIC) incre...

2025-07-31 | MTBLS12725 | MetaboLights
The etiology of alcohol dependence is not completely understood. Increasing evidence reveals that gut microbiota dysbiosis is associated with certain psychiatric disorders, including alcoholism, through the 'microbiota-gut-brain' axis. The aims were to evaluate the effect of alcohol abuse on the gut...
2021-07-30 | MTBLS2688 | MetaboLights
Using Coarse Grained (CG) models, where several atoms are aggregated into a single bead, the authors obtain a set of 500,000 compounds with their simulated permeability across a single-component DOPC lipid bilayer. With this approach, the authors are able to cover a large and representative portion ...
2024-08-07 | MODEL2408070001 | BioModels
Parallel Artificial Membrane Permeability is an in vitro surrogate to determine the permeability of drugs across cellular membranes. PAMPA at pH 7.4 was experimentally determined in a dataset of 5,473 unique compounds by the NIH-NCATS. 50% of the dataset was used to train a classifier (SVM) to predi...
2024-04-23 | MODEL2404220001 | BioModels
MycPermCheck predicts potential to permeate the Mycobacterium tuberculosis cell membrane based on physicochemical properties. Due to the lack of reliable experimental datapoints, the authors defined the training set using molecules that are active against M.tb. Model Type: Predictive machine learni...
2024-05-21 | MODEL2405210004 | BioModels
The authors provide a dataset of 200 small molecules and their experimentally measured permeability in a PAMPA assay. Using this data, we have trained a model that predicts the logarithm of the effective permeability coefficient. Model Type: Predictive machine learning model. Model Relevance: Predi...
2024-06-03 | MODEL2406030003 | BioModels
The Yippee-like (YPEL) proteins are a conserved eukaryotic gene family implicated in proliferation, senescence, and stress adaptation. In humans, five paralogs (YPEL1–YPEL5) are widely expressed and encode proteins with high sequence similarity, but the molecular basis of their functions remains poo...
ORGANISM(S): Saccharomyces cerevisiae S288c 
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