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.
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Vibrio cholerae is a gram-negative bacterium known primarily for its role as the causative agent of cholera, a severe diarrheal disease that can lead to dehydration and death if untreated. This organism is particularly interesting due to its unique biological characteristics and its significant impact on public health. One of the most notable features of V. cholerae is its ability to produce cholera toxin, a potent enterotoxin that disrupts the normal function of intestinal cells, leading to the characteristic watery diarrhea associated with cholera. The toxin's mechanism of action involves the activation of adenylate cyclase, resulting in increased levels of cyclic AMP (cAMP) within intestinal epithelial cells, which in turn causes excessive secretion of electrolytes and water into the intestinal lumen. Additionally, V. cholerae exhibits remarkable genetic diversity, with multiple serogroups identified, the most pathogenic being O1 and O139. This diversity is a result of horizontal gene transfer, which allows the bacterium to acquire new virulence factors and adapt to different environmental conditions. The presence of mobile genetic elements, such as plasmids and bacteriophages, contributes to this adaptability, making V. cholerae a fascinating subject for studies on microbial evolution and pathogenicity. From a research perspective, V. cholerae serves as a model organism for understanding host-pathogen interactions. Studies on its virulence mechanisms, environmental survival strategies, and the dynamics of cholera outbreaks provide valuable insights into infectious disease control and prevention. Furthermore, the bacterium's ability to thrive in aquatic environments highlights the importance of water quality and sanitation in public health, making it a critical focus for epidemiological studies. In summary, Vibrio cholerae is not only a significant pathogen but also a valuable organism for research in microbiology, genetics, and public health, offering insights that extend beyond its role in cholera.
| Phenotype | Status |
|---|---|
| Motility | LLM-based |
| Gram staining | Literature-based |
| Aerophilicity | Literature-based |
| Extreme environment tole… | Literature-based |
| Biofilm formation | Literature-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 | LLM-based |
| Cell shape | Literature-based |