Welcome to microbe.cards

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.

Total Species with high-quality annotations

19163

Species with Additional AI-based Predictions

3884

Evaluated Phenotypes

14

Evaluated Models

18

Enter a taxonomy or microbe name to search for detailed information:

Microbe of the Day: Brevibacillus fortis

Brevibacillus fortis is a fascinating bacterium belonging to the genus Brevibacillus, which is known for its diverse metabolic capabilities and resilience in various environments. This organism is particularly interesting due to its ability to produce a range of enzymes, including proteases and amylases, making it valuable in industrial applications such as biotechnology and food processing. The enzymatic activity of Brevibacillus fortis can be harnessed for the degradation of complex organic materials, which is beneficial in waste management and bioremediation efforts. Another notable characteristic of Brevibacillus fortis is its capacity to thrive in extreme conditions, including high temperatures and varying pH levels. This thermophilic nature not only enhances its utility in industrial processes that require elevated temperatures but also makes it a subject of interest in studies related to extremophiles and their adaptations. Furthermore, Brevibacillus fortis has been explored for its potential in the production of bioactive compounds, which may have applications in pharmaceuticals and agriculture. The ability to synthesize antimicrobial substances positions this bacterium as a candidate for developing new antibiotics, especially in the face of rising antibiotic resistance. Overall, the unique enzymatic properties, resilience to extreme conditions, and potential for bioactive compound production make Brevibacillus fortis a valuable organism for research and industrial applications, contributing to advancements in various fields such as environmental science, biotechnology, and medicine.

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Annotation types:
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 LLM-based
Cell shape Literature-based