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: Mycoplasma mycoides

Mycoplasma mycoides is a fascinating species of bacteria that belongs to the genus Mycoplasma, which is known for its unique characteristics and significant impact on both veterinary and medical microbiology. This organism is particularly notable for being one of the largest and most well-studied species within the Mycoplasma group, which are characterized by their lack of a cell wall, making them inherently resistant to many common antibiotics that target cell wall synthesis. One of the most interesting aspects of M. mycoides is its role as a pathogen in livestock, particularly in cattle, where it is responsible for a disease known as contagious bovine pleuropneumonia (CBPP). This disease can lead to severe respiratory issues and significant economic losses in the cattle industry, highlighting the importance of M. mycoides in agricultural research and veterinary medicine. The ability of this organism to cause disease is linked to its sophisticated mechanisms of immune evasion and its capacity to adhere to host tissues, which makes it a valuable subject for studying host-pathogen interactions. From a research perspective, M. mycoides has been instrumental in advancing our understanding of minimal cellular life. It is one of the organisms that has been used in synthetic biology, particularly in efforts to create synthetic genomes. In 2010, researchers successfully synthesized a complete genome of M. mycoides and transplanted it into a closely related species, Mycoplasma capricolum, effectively creating a new organism controlled by a synthetic genome. This groundbreaking work has opened new avenues in genetic engineering and synthetic biology, making M. mycoides a key player in the quest to understand the fundamental principles of life. Additionally, the study of M. mycoides contributes to our knowledge of microbial evolution and the minimal requirements for life, as it possesses one of the smallest genomes of any free-living organism. This makes it an ideal model for researchers interested in the origins of life and the evolutionary processes that shape microbial diversity. Overall, Mycoplasma mycoides stands out not only for its pathogenicity but also for its contributions to scientific research, making it a unique and valuable organism in the field of microbiology.

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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 Literature-based
Animal pathogenicity Literature-based
Biosafety level LLM-based
Health association LLM-based
Host association Literature-based
Plant pathogenicity Literature-based
Spore formation LLM-based
Hemolysis LLM-based
Cell shape Literature-based