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: Actinomadura parmotrematis

Actinomadura parmotrematis is a fascinating actinobacterial species known for its unique ecological niche and potential biotechnological applications. This microorganism is primarily isolated from soil environments, particularly those rich in organic matter, which highlights its role in nutrient cycling and soil health. One of the most interesting aspects of A. parmotrematis is its ability to produce a variety of bioactive compounds, including antibiotics and enzymes, making it a valuable organism for pharmaceutical research and development. The genus Actinomadura is recognized for its filamentous growth form, which is characteristic of many actinobacteria. This filamentous structure not only aids in nutrient absorption but also contributes to its competitive advantage in diverse habitats. The secondary metabolites produced by A. parmotrematis have shown promise in antimicrobial activity, which is particularly relevant in the context of rising antibiotic resistance. Furthermore, A. parmotrematis has been studied for its potential in bioremediation processes, as it can degrade various environmental pollutants. This capability underscores its importance in environmental microbiology and the search for sustainable solutions to pollution. Overall, Actinomadura parmotrematis stands out as a significant organism in both ecological and applied microbiological research, offering insights into microbial diversity and the potential for novel biotechnological innovations.

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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 LLM-based
Plant pathogenicity Literature-based
Spore formation Literature-based
Hemolysis LLM-based
Cell shape Literature-based