This platform represents an effort to synchronize phenotypic information for microbes. We have applied and collected various models, primarily Large Language Model (LLM) based, to predict phenotypes and compare these predictions to high-quality phenotypes documented in scientific literature or phenotyping studies. For each microbe, we've generated a "card" page that collects this information and illustrates how the predictions overlap with ground truth. Additionally, we provide model performance estimates for widely used public LLM models based on these high-quality data. Use the search functionality below to explore these microbe cards and compare predictions with documented phenotypes.
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Bacteroides uniformis is a notable member of the human gut microbiota, recognized for its role in the digestion of complex carbohydrates and the production of short-chain fatty acids (SCFAs), particularly butyrate. This organism is of significant interest due to its ability to break down dietary fibers that are otherwise indigestible by human enzymes, thus contributing to host energy metabolism and overall gut health. The production of SCFAs is crucial, as they serve as an energy source for colonocytes and play a role in maintaining gut barrier integrity. Furthermore, B. uniformis has been studied for its potential implications in metabolic health, including its association with obesity and insulin sensitivity. Research indicates that variations in the abundance of B. uniformis may correlate with metabolic disorders, making it a candidate for therapeutic interventions aimed at modulating gut microbiota composition. Another interesting aspect of Bacteroides uniformis is its genetic adaptability, which allows it to thrive in diverse environments within the gut. This adaptability is partly due to its extensive repertoire of carbohydrate-active enzymes (CAZymes), enabling it to utilize a wide range of polysaccharides. This enzymatic diversity not only highlights its ecological versatility but also positions B. uniformis as a valuable model organism for studying carbohydrate metabolism and microbial interactions in the gut. In summary, Bacteroides uniformis stands out for its contributions to gut health, its potential role in metabolic diseases, and its enzymatic capabilities, making it a significant focus of research in microbiology and nutrition.
| Phenotype | Status |
|---|---|
| Motility | Literature-based |
| Gram staining | Literature-based |
| Aerophilicity | Literature-based |
| Extreme environment tole… | Literature-based |
| Biofilm formation | LLM-based |
| Animal pathogenicity | LLM-based |
| Biosafety level | Literature-based |
| Health association | LLM-based |
| Host association | Literature-based |
| Plant pathogenicity | Literature-based |
| Spore formation | Literature-based |
| Hemolysis | Available |
| Cell shape | Literature-based |