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: Bacillus paramobilis

Bacillus paramobilis is a fascinating bacterium known for its unique metabolic capabilities and ecological significance. This species is part of the Bacillus genus, which is renowned for its diverse range of physiological traits. One of the most interesting aspects of B. paramobilis is its ability to degrade complex organic compounds, making it a valuable organism in bioremediation efforts. Its enzymatic arsenal allows it to break down pollutants, contributing to environmental cleanup processes. Additionally, B. paramobilis has been studied for its potential in industrial applications, particularly in the production of enzymes that can be utilized in various biotechnological processes. The organism's resilience and adaptability to different environmental conditions make it a subject of interest for researchers exploring microbial ecology and evolutionary biology. Furthermore, the ability of B. paramobilis to form endospores allows it to survive extreme conditions, which is a characteristic that enhances its utility in various applications, including agriculture and waste management. This resilience also makes it a model organism for studying sporulation and stress response mechanisms in bacteria. In summary, Bacillus paramobilis stands out due to its biodegradative capabilities, industrial potential, and resilience, making it a significant organism for both environmental and biotechnological research.

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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 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