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: Micromonospora hortensis

Micromonospora hortensis is a fascinating actinobacterium that has garnered attention for its unique ecological niche and potential biotechnological applications. This microorganism is primarily isolated from soil environments, particularly in areas rich in organic matter, which highlights its role in nutrient cycling and soil health. One of the most interesting aspects of M. hortensis 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 secondary metabolites produced by M. hortensis have shown promise in combating antibiotic-resistant bacteria, which is a significant concern in modern medicine. This characteristic positions M. hortensis as a potential source for novel antimicrobial agents, contributing to the search for new treatments in an era where traditional antibiotics are becoming less effective. Additionally, M. hortensis is known for its unique morphological features, including its filamentous growth and the production of spores, which are typical of the actinobacteria group. These traits not only aid in its survival in diverse environments but also make it an interesting subject for studies on microbial ecology and evolution. In summary, Micromonospora hortensis stands out due to its ecological significance, potential for antibiotic production, and unique morphological characteristics, making it a valuable organism for ongoing research in microbiology and biotechnology.

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