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… switchgrass genome sequence is available on the JGI plant data portal Phytozome. The combination of field data and genetic information has allowed the research team … genomes are helping breeders understand how they can boost crop productivity and develop additional end products. …

… a similar type of search in microbial and metagenomic databases. In this case, the machine “learned” to identify a … and his colleagues developed first worked on a reference dataset that included genome sequences known to be … of phage-bacterial coevolution and are also useful tools in CRISPR-Cas applications, but we are limited in our …

… it, viruses are most likely in your system and in your data, and they’re probably influencing the microbes there,” … of this field, the JGI has leveraged metagenomics to boost understanding of environmental viruses. In 2016, Nikos Kyrpides at the JGI led a team that combed datasets from around the world, finding over 125,000 partial …

… high value to establish models and hypotheses, experimental data is critical to further test such hypotheses. In …

… flows, and evolved into scalable methods for scientific data analysis. In 2014 Dr. Fagnan became the JGI-NERSC … hardware and worked closely with staff to understand the data-intensive nature of JGI workloads. Dr. Fagnan was … of the JGI in 2016, and in 2018 was hired to be the JGI’s Data Science and Informatics department head. In 2018, Dr. …

… ecosystem,” said Salamov, one of Wint’s mentors and a data scientist at the JGI. Previous studies were conducted … predictor of gene expression levels using machine learning tools. “This was very exciting to see how Rhondene not only … the research question and applied it to such a large data set, but also went all the way through to convert her …

Community Science Program , allows us to work and share our tools with a widening circle of researchers whose work …

… call recommended including plans to analyze and distribute data through the  DOE Systems Knowledgebase (KBase) , a free, open source data science platform that allows users to explore data and … thousand Actinobacteria strains and then use computational tools to analyze biosynthetic gene clusters and then develop …

… or DRI for short.  A kaleidoscope of structure-function data To study DRI experimentally, Blaby-Haas, Grosjean and … Scientists at Stanford’s SSRL were able to provide crucial data supporting the presence of the zinc-mirror heme site — … loses this protein, energy metabolism is disrupted. These data create a multilayered understanding of this Domain …

… his team then linked those species-level observations with data on microalgal communities across different ocean … from pole to pole, using metatranscriptome and metagenome data from the JGI. With multiple threads of evidence showing … The JGI Algal Program makes genomes and multi-omics data from JGI CSP projects publicly available at the …

By mining more than 14,000 publicly available metagenomic datasets in JGI’s  Integrated Microbial Genomes & Microbiomes (IMG/M) data suite—which includes  IMG/VR (for Virus)—for the … visit  energy.gov/science/office-science . … Virophage data on IMG/M data portal …

… genome research and apply experimental and computation tools to solve research problems. In Visel’s group, Olmstead … says. “Many academic labs don’t know how to analyze RNA-Seq data very well, sending it out to companies. I’ll take that … of the opportunity. “I’m getting a picture of the amount of data that’s going to be generated at academic level in a few …