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Published on: December 7, 2021
MicrobiomeDB: a systems biology platform for integrating, mining and analyzing microbiome experiments
Francislon S Oliveira1,2, John Brestelli3,4, Shon Cade5
1Instituto René Rachou, FIOCRUZ/Minas, Belo Horizonte, Minas Gerais, Brazil.
MicrobiomeDB is a powerful platform for analyzing microbiome data. It integrates diverse microbial datasets, enabling researchers to explore microbial communities and identify associations with experimental factors.
Area of Science:
- Bioinformatics
- Microbiology
- Data Science
Background:
- Microbiome research generates vast datasets.
- Effective data analysis platforms are crucial for extracting meaningful insights.
- Integrating diverse data types (microbial census, sample metadata) presents a challenge.
Purpose of the Study:
- To introduce MicrobiomeDB, a data discovery and analysis platform for microbiome research.
- To enable researchers to leverage experimental variables for interrogating microbiome datasets.
- To provide tools for in silico experiments and analysis of microbial community data.
Main Methods:
- Leverages the infrastructure and user interface of the Eukaryotic Pathogens Bioinformatics Resource Center (EuPathDB).
- Employs an intuitive graphical 'strategy' approach for constructing in silico experiments.
- Integrates microbial census data with sample details for thousands of samples from various sources.
Main Results:
- The platform integrates nearly 14,000 samples from human, animal, and environmental origins.
- Includes over 9,000 samples from healthy human subjects within the Human Microbiome Project.
- Query results can be statistically analyzed and graphically visualized through interactive web applications.
Conclusions:
- MicrobiomeDB empowers researchers with a comprehensive tool for microbiome data analysis.
- Facilitates the identification of microbial taxa associated with experimental covariates.
- Enhances understanding of microbial community diversity and function through accessible data exploration.
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