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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Mycobacterium shinjukuense is a species of the genus Mycobacterium that has garnered interest due to its unique ecological niche and potential implications in public health. This organism was first isolated from a patient in Japan, specifically in the Shinjuku area of Tokyo, which is reflected in its name. One of the most intriguing aspects of M. shinjukuense is its ability to thrive in urban environments, suggesting a possible adaptation to human-associated habitats. The genome of M. shinjukuense has been sequenced, revealing insights into its metabolic pathways and resistance mechanisms. This genomic information is invaluable for researchers studying mycobacterial genetics and the evolution of antibiotic resistance. The organism is part of a larger group of mycobacteria that are known for their complex lipid-rich cell walls, which contribute to their resilience and pathogenicity. Furthermore, M. shinjukuense has been studied for its potential role in opportunistic infections, particularly in immunocompromised individuals. Understanding its pathogenic mechanisms could lead to better diagnostic tools and treatment strategies for mycobacterial infections. The organism's environmental adaptability and genetic characteristics make it a significant subject of study in microbiology, particularly in the context of urban health and infectious disease epidemiology. Overall, Mycobacterium shinjukuense represents a fascinating intersection of urban ecology and microbiological research, highlighting the need for continued exploration of mycobacterial species in diverse environments.
| Phenotype | Status |
|---|---|
| Motility | Literature-based |
| Gram staining | Literature-based |
| Aerophilicity | Literature-based |
| Extreme environment tole… | LLM-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 | Missing |
| Cell shape | Literature-based |