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FEAST: fast expectation-maximization for microbial source tracking
- Shenhav, Liat;
- Thompson, Mike;
- Joseph, Tyler A;
- Briscoe, Leah;
- Furman, Ori;
- Bogumil, David;
- Mizrahi, Itzhak;
- Pe’er, Itsik;
- Halperin, Eran
Published Web Location
https://doi.org/10.1038/s41592-019-0431-xAbstract
A major challenge of analyzing the compositional structure of microbiome data is identifying its potential origins. Here, we introduce fast expectation-maximization microbial source tracking (FEAST), a ready-to-use scalable framework that can simultaneously estimate the contribution of thousands of potential source environments in a timely manner, thereby helping unravel the origins of complex microbial communities (https://github.com/cozygene/FEAST). The information gained from FEAST may provide insight into quantifying contamination, tracking the formation of developing microbial communities, as well as distinguishing and characterizing bacteria-related health conditions.
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