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: Burkholderia ubonensis

Burkholderia ubonensis is a fascinating bacterium that was first isolated from soil in Ubon Ratchathani, Thailand. This organism is part of the Burkholderia genus, which is known for its remarkable metabolic versatility and ability to thrive in diverse environments. One of the most interesting aspects of B. ubonensis is its potential for bioremediation, as it has shown the ability to degrade various environmental pollutants, including aromatic compounds. This characteristic makes it a valuable candidate for research in environmental microbiology and biotechnology, particularly in efforts to clean up contaminated sites. Additionally, B. ubonensis is notable for its production of secondary metabolites, which may have implications in pharmaceutical research. The ability of this species to produce bioactive compounds could lead to the discovery of new antibiotics or other therapeutic agents, contributing to the ongoing search for novel treatments against resistant pathogens. Furthermore, the genetic and biochemical pathways of B. ubonensis are of interest to researchers studying microbial ecology and evolution. Its adaptability to different ecological niches provides insights into the mechanisms of survival and competition among microorganisms in complex environments. Overall, Burkholderia ubonensis stands out as a unique organism with significant potential for both environmental and medical 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 LLM-based
Biosafety level Literature-based
Health association LLM-based
Host association Literature-based
Plant pathogenicity Literature-based
Spore formation Literature-based
Hemolysis Literature-based
Cell shape Literature-based