articlePLoS Computational BiologyJul 12, 2012GOLD OA

Microbial Co-occurrence Relationships in the Human Microbiome

Vrije Universiteit Brussel · VIB-VUB Center for Structural Biology · +3 more institutions

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Abstract

The healthy microbiota show remarkable variability within and among individuals. In addition to external exposures, ecological relationships (both oppositional and symbiotic) between microbial inhabitants are important contributors to this variation. It is thus of interest to assess what relationships might exist among microbes and determine their underlying reasons. The initial Human Microbiome Project (HMP) cohort, comprising 239 individuals and 18 different microbial habitats, provides an unprecedented resource to detect, catalog, and analyze such relationships. Here, we applied an ensemble method based on multiple similarity measures in combination with generalized boosted linear models (GBLMs) to…

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