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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Enterococcus raffinosus is a species of lactic acid bacteria that is part of the Enterococcus genus, which is known for its resilience and ability to thrive in various environments. This organism is particularly interesting due to its ability to ferment a wide range of carbohydrates, including raffinose, which is reflected in its name. This metabolic versatility allows E. raffinosus to play a significant role in the fermentation processes in various food products, contributing to flavor and texture development. One of the unique aspects of E. raffinosus is its potential probiotic properties. Research has indicated that certain strains may possess beneficial effects on gut health, including the ability to enhance the intestinal microbiota and potentially inhibit the growth of pathogenic bacteria. This makes it a valuable candidate for further studies in the field of probiotics and functional foods. Additionally, E. raffinosus has been studied for its antimicrobial activity, particularly against certain pathogens. This characteristic is of great interest in the context of food safety and preservation, as it may help in developing natural preservatives that can extend the shelf life of food products without the need for synthetic additives. Furthermore, the organism's genetic adaptability and ability to acquire antibiotic resistance genes make it a subject of interest in microbiological research, particularly in understanding the mechanisms of resistance and the implications for public health. Overall, Enterococcus raffinosus stands out as a microorganism with significant potential in both food science and health-related research.
| 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 | LLM-based |
| Spore formation | Literature-based |
| Hemolysis | Literature-based |
| Cell shape | Literature-based |