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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Yokenella regensburgei is a fascinating bacterium that belongs to the family Neisseriaceae. This organism is particularly notable for its role in human health, as it has been isolated from clinical specimens, including cases of bacteremia and endocarditis. Its presence in these conditions highlights its potential as an opportunistic pathogen, making it a subject of interest in medical microbiology. One of the unique aspects of Yokenella regensburgei is its metabolic versatility. It is capable of utilizing a variety of substrates, which allows it to thrive in diverse environments, including the human body. This adaptability raises questions about its ecological niche and the mechanisms it employs to survive in different conditions. Furthermore, Yokenella regensburgei has been studied for its biochemical properties, particularly its ability to ferment certain carbohydrates. This characteristic can provide insights into the metabolic pathways that are active in this organism, contributing to our understanding of bacterial metabolism and its implications for human health. In addition to its clinical significance, Yokenella regensburgei serves as a model organism for studying the interactions between commensal and pathogenic bacteria. Research into this bacterium can shed light on the dynamics of microbial communities and the factors that influence pathogenicity. Overall, the study of Yokenella regensburgei is valuable not only for its implications in infectious diseases but also for its contributions to our understanding of microbial ecology and metabolism.
| 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 | LLM-based |
| Spore formation | Literature-based |
| Hemolysis | LLM-based |
| Cell shape | Literature-based |