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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Shewanella xiamenensis is a fascinating marine bacterium that has garnered attention for its unique metabolic capabilities and ecological significance. This organism is particularly notable for its ability to reduce a variety of metal ions, including iron and manganese, which plays a crucial role in biogeochemical cycling in marine environments. This characteristic makes S. xiamenensis a valuable organism for bioremediation efforts, especially in contaminated aquatic ecosystems. One of the most interesting aspects of S. xiamenensis is its capacity to utilize a wide range of electron acceptors, allowing it to thrive in diverse environments, from deep-sea sediments to coastal waters. This metabolic versatility not only contributes to its survival in fluctuating conditions but also positions it as a model organism for studying electron transfer processes in bacteria. Additionally, S. xiamenensis has been shown to produce various exopolysaccharides, which can have applications in biotechnology, particularly in the development of bio-based materials. The potential for these polysaccharides to enhance biofilm formation and stability further underscores the organism's importance in ecological and industrial contexts. Research on S. xiamenensis also highlights its role in the microbial fuel cell technology, where its electron transfer capabilities can be harnessed to generate electricity from organic substrates. This aspect of S. xiamenensis not only showcases its unique metabolic traits but also emphasizes its potential contributions to sustainable energy solutions. In summary, Shewanella xiamenensis stands out due to its metabolic diversity, ecological roles in biogeochemical cycles, potential for bioremediation, and applications in biotechnology and energy production. Its study continues to provide insights into microbial ecology and the development of innovative technologies.
| Phenotype | Status |
|---|---|
| Motility | Literature-based |
| Gram staining | Literature-based |
| Aerophilicity | Literature-based |
| Extreme environment tole… | Literature-based |
| Biofilm formation | LLM-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 |