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… to conduct a similar type of search in microbial and metagenomic databases. In this case, the machine “learned” to identify a … of phage-bacterial coevolution and are also useful tools in CRISPR-Cas applications, but we are limited in our …

… nonpolar metabolite analysis, creation of large metabolite databases by running 1000s of metabolite standards, and … and custom software for integrating metabolomics with genomic data (MAGI) for functional annotation and … Sci Rep. 2013;3: 1656. … Education … Selected Publications …

… are abundant and yet exceptionally small, with mini genomes to match. As a result, they cannot process all of … interactions are difficult to study in the lab. Metagenomics provides new views of these relationships.  … these complex symbioses between organisms feeds into a better understanding of nutrient cycling across the …

The Integrative Genomics Building (IGB) seen above is home to the DOE Joint Genome Institute (JGI). Researchers from the DOE Systems … processed 13,700 metabolomics samples With our users, 247 publications were published   … Our primary objective is to …