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: Schaalia turicensis

Schaalia turicensis is a fascinating bacterium that was first isolated from human clinical samples, specifically from a patient with a urinary tract infection. This organism is notable for its unique metabolic capabilities, which allow it to thrive in diverse environments, including those that are nutrient-limited. Its ability to utilize various carbon sources makes it an interesting subject for studies on microbial metabolism and adaptation. One of the most intriguing aspects of Schaalia turicensis is its potential role in human health. While it is primarily recognized as an opportunistic pathogen, its presence in the human microbiome raises questions about its interactions with other microbial communities and its impact on host health. Research into this organism could provide insights into the balance of microbial populations and their influence on disease states. Additionally, Schaalia turicensis has been studied for its antimicrobial resistance mechanisms. Understanding how this bacterium develops resistance to common antibiotics can inform treatment strategies and contribute to the broader field of antimicrobial resistance research. This makes it a valuable organism for microbiologists and healthcare professionals alike, as they seek to combat the growing threat of resistant infections. In summary, Schaalia turicensis stands out due to its metabolic versatility, potential implications for human health, and its role in the study of antimicrobial resistance, making it a significant subject for ongoing research in microbiology and infectious diseases.

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Annotation types:
Phenotype Status
Motility LLM-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 LLM-based
Cell shape LLM-based