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: Rhodococcus triatomae

Rhodococcus triatomae is a fascinating bacterium that has garnered attention due to its unique ecological niche and potential applications in bioremediation. This species is part of the genus Rhodococcus, which is known for its remarkable metabolic versatility, allowing it to degrade a wide range of organic compounds, including hydrocarbons and various pollutants. This capability makes Rhodococcus triatomae particularly valuable in environmental microbiology, especially in the context of bioremediation efforts aimed at cleaning up contaminated sites. One of the most interesting aspects of Rhodococcus triatomae is its ability to thrive in diverse environments, including soil and water, where it plays a crucial role in nutrient cycling. Its resilience and adaptability to different ecological conditions highlight its potential as a model organism for studying microbial ecology and evolution. Additionally, Rhodococcus triatomae has been studied for its interactions with other microorganisms, which can provide insights into microbial community dynamics and the role of bacteria in ecosystem functioning. Understanding these interactions can lead to advancements in biotechnology and environmental management. Furthermore, this species has been investigated for its potential in the production of valuable bioproducts, such as enzymes and bioactive compounds, which could have applications in pharmaceuticals and agriculture. The exploration of Rhodococcus triatomae in these areas underscores its significance in both basic and applied research. Overall, Rhodococcus triatomae stands out as a remarkable organism with diverse applications and a rich potential for future studies.

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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 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