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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Streptococcus ilei is a fascinating member of the Streptococcus genus, primarily known for its presence in the gastrointestinal tract of various animals, particularly in pigs. This organism is particularly interesting due to its role in the gut microbiome, where it contributes to the overall health and balance of the intestinal flora. Its ability to ferment carbohydrates efficiently makes it a valuable player in the digestive processes of its host. One of the unique aspects of S. ilei is its potential to produce specific metabolites that can influence the host's immune response and gut health. Research has indicated that certain strains of S. ilei may have probiotic properties, which could be beneficial in promoting gut health and preventing gastrointestinal diseases. This opens up avenues for further investigation into its applications in veterinary medicine and animal husbandry. Additionally, Streptococcus ilei has garnered attention in the context of zoonotic diseases, as its presence in livestock can have implications for food safety and public health. Understanding its interactions within the gut ecosystem can provide insights into disease prevention strategies and the development of effective probiotics. The study of S. ilei not only enhances our knowledge of microbial ecology but also holds potential for practical applications in improving animal health and productivity.
| Phenotype | Status |
|---|---|
| Motility | Literature-based |
| Gram staining | Literature-based |
| Aerophilicity | Literature-based |
| Extreme environment tole… | Literature-based |
| Biofilm formation | LLM-based |
| Animal pathogenicity | Literature-based |
| Biosafety level | LLM-based |
| Health association | LLM-based |
| Host association | Literature-based |
| Plant pathogenicity | Literature-based |
| Spore formation | Literature-based |
| Hemolysis | LLM-based |
| Cell shape | Literature-based |