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: Mycobacterium persicum

Mycobacterium persicum is a species of the genus Mycobacterium, which is known for its unique characteristics and significance in microbiological research. This organism is particularly interesting due to its intriguing metabolic capabilities and its potential role in environmental and clinical settings. One of the most notable features of M. persicum is its ability to degrade complex organic compounds, which positions it as a valuable player in bioremediation processes. This capability allows it to thrive in diverse environments, including those contaminated with pollutants, making it a subject of interest for studies aimed at environmental cleanup. Additionally, M. persicum has been studied for its potential applications in biotechnology. Its unique enzymatic pathways may be harnessed for the production of bioactive compounds, which could have pharmaceutical applications. The organism's metabolic versatility also opens avenues for research into microbial interactions and ecosystem dynamics. Furthermore, the genetic and biochemical properties of M. persicum provide insights into the evolutionary adaptations of mycobacteria, particularly in relation to their survival in harsh environments. This aspect makes it a valuable model for understanding the broader implications of microbial resilience and adaptation. In summary, Mycobacterium persicum stands out not only for its ecological roles but also for its potential contributions to biotechnology and environmental science, making it a significant organism for ongoing research.

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Annotation types:
Phenotype Status
Motility Literature-based
Gram staining Literature-based
Aerophilicity Literature-based
Extreme environment tole… LLM-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 Missing
Cell shape Literature-based