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: Staphylococcus microti

Staphylococcus microti is a fascinating species within the Staphylococcus genus, primarily known for its unique ecological niche and potential implications in research. This organism was first isolated from the skin of a small mammal, specifically the common vole (Microtus agrestis), highlighting its role in the natural microbiota of wildlife. What makes S. microti particularly interesting is its adaptation to a host environment, which may provide insights into host-microbe interactions and the evolution of microbial communities. One of the notable characteristics of S. microti is its ability to thrive in diverse environmental conditions, which suggests a remarkable metabolic versatility. This adaptability can be valuable for studies focused on microbial resilience and survival strategies in varying habitats. Furthermore, the organism's genetic makeup has been a subject of interest, as it may harbor unique genes that contribute to its survival and pathogenic potential, making it a candidate for further genomic studies. In addition, S. microti has been investigated for its potential role in the development of antimicrobial resistance. Understanding the mechanisms behind its resistance can provide critical insights into the broader implications of antibiotic use in both human and veterinary medicine. This aspect of S. microti is particularly relevant in the context of rising concerns over antibiotic resistance globally. Overall, Staphylococcus microti serves as a valuable model organism for exploring ecological dynamics, microbial evolution, and the implications of antibiotic resistance, making it a significant subject of interest in microbiological 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 Literature-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 LLM-based