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… advances in sequencing technologies and bioinformatic tools have helped decode the genomes of tens of thousands of … of microbial genomes directly from environmental sequence data, by piecing each genome together from large mixtures of … was identified from microbial and metagenome sequence data sets generated from a handful of hot springs, including …

The JGI is eager to work and share our tools with a widening circle of researchers. That’s why each …

… also interested in developing or improving bioinformatics tools that can help with dataset analysis, as well as how they can be shared with and … easy to break down, as well as developing synthetic biology tools that can help produce value-added products from these …

Biology Knowledgebase (KBase), the National Microbiome Data Collaborative (NMDC), and Berkeley Lab Biosciences Area … we provide advanced genomic capabilities, large-scale data, and professional expertise to support the global … number of users with a record output of products, making data easier to access and use, and by investing in the …

… them to adapt to life on land. Learning that these genetic tools existed in close algal relatives  to terrestrial … discovered that ancient algae already possessed genetic tools to cope with environmental stresses such as drought … (grant agreement no. 101001675). … Zygnema on PhycoCosm … Dataset …

I got to work with an enormous set of fungal genomics data. For me, it was an opportunity to adapt my existing … the door for me in the sense that I learned many different tools in bioinformatics research. Also, it consolidated my … a STEM career, particularly one that incorporates big data. A large part of my project this summer was utilizing a …

… of enzymes. It’s useful to differentiate these enzyme tools into two groups: core metabolism and specialized … screwdrivers in a toolkit. This way, these important tools are always around, regardless of malfunction or …

… 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 …

… 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. …

Populus across genotypes and environments. 2024 Nature Sci Data. 11, 339. https://doi.org/10.1038/s41597-024-03069-7  … 4;118(18). https://doi.org/10.1073/pnas.2019855118 McGivern BB et al. Decrypting bacterial polyphenol metabolism in an …

… 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 …