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: Rothia endophytica

Rothia endophytica is a fascinating member of the genus Rothia, which is known for its unique ecological niche and potential applications in biotechnology. This microorganism is primarily isolated from plant tissues, indicating its role as an endophyte. Endophytes are organisms that live within plant tissues without causing harm, and they can contribute to plant health and growth. This characteristic makes Rothia endophytica particularly interesting for research in plant-microbe interactions and agricultural applications. One of the notable features of Rothia endophytica is its ability to produce various secondary metabolites, which can have antimicrobial properties. This suggests potential applications in developing natural pesticides or biocontrol agents, which are increasingly sought after in sustainable agriculture. The exploration of these metabolites could lead to the discovery of novel compounds that may be useful in pharmaceuticals or as natural preservatives. Additionally, studies on Rothia endophytica can provide insights into the mechanisms of symbiosis and the ecological roles of endophytes in their host plants. Understanding these interactions can enhance our knowledge of plant resilience to stressors such as pathogens and environmental changes. This research is crucial in the context of climate change and food security, as it may lead to the development of more resilient crop varieties. Overall, Rothia endophytica stands out not only for its ecological significance but also for its potential contributions to biotechnology and sustainable agriculture, making it a valuable subject for further research.

View Card

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