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… know a lot of people sort of veer off and go into different directions. Brad: Absolutely. You know, my father Richard … moved there in the early ’60s from Berkeley to work on this new budding field of marine natural products. And was at the … before you see toxin. And we have some preliminary data with other samples that we do see days to a week of a …

… The JGI’s data stewardship expertise and infrastructure enable a broad community of scientists and engineers to leverage our data to develop new algorithms, models and tools in support of DOE mission … and microbial genomes and metagenomes — top-quality genomic data, open to all researchers. Book a session via the …

… Program combines large-scale, time-series metagenomic data with detailed characterization of model systems to … based on functional traits. These advancements provide new insights into microbial ecosystems.  The Program also … and metatranscriptomics, to metagenomics and metabolomics data, shedding light on microbial metabolism and activity in …

… episode we recorded. You’ll probably notice that the audio quality isn’t as good as what you’ll hear in other episodes, … I worked on a team at the Broad that was looking to develop new methods for DNA sequencing of microbes. And what kept … for a company. Personally, that was my first taste of big data if you want, maybe it’s medium data now. But at the …

… which the research is published. The JGI expects that the data produced by the facility result in scientific … below) for the generation of sequence or metabolomic data, DNA synthesized, and any other contributions, such as … and JGI together aim to publish the first analysis of data produced at the facility, provided this is done in a …

… Yeah, that makes two of us. DAN UDWARY: So the audio quality was terrible. The hardware I was using was terrible. … a postdoc and went to industry to see what they had, what data they had. DAN UDWARY: And they had a lot of data for … with the metabolic engineering community because the skill sets are very complementary. DAN UDWARY: So OK, yeah. So you …

… falls outside of that. And so, for me, I think the next step was thinking about what I wanted to do with … in how the community itself works together to elicit new metabolite production. And we are also interested in how … massive problems just as much as it brings about massive data into really interesting ways to look at our systems. …

… which might lead you to changes in bioactivity, and new uses for these peptides in medicine or materials science … his group that I would have to cut it, and so I came in the next day with it shaved off. Dedication. So.. DAN:  Yeah, I … proteins interact with each other. There’s a lot of leading data from excellent groups about specific interaction …

… that might help? Like, if you have an unknown sequence or new flavin monooxygenases, you could say, oh Alison … so starting from some of the enzymes that we had the most data on and knew the most about, working with my … and pyramidalization is that we need good data sets. And also, with this question of substrate promiscuity, …

… then be used to submit proposals, sample and project metadata, and to access JGI tools and systems. … Guidelines detailing the quantity and quality requirements for samples submitted to the JGI can be … The Project Overview report includes project-level metadata such as the project name, current status, NCBI & JGI …

… Notice Effective July 27, 2026, the JGI will move to a new login service, requiring the use of an ORCID account … Manager will facilitate project execution by: Verifying metadata and coordinating with IMG , GOLD and others for data annotation and submission …

… him about more recent work like ActDES, which is a curated database of actinobacteria for evolutionary studies, and … have a better understanding of what is what. This is not new. It actually was first proposed by two authors called … that is evolving in one direction. Then, of course, the next question is, which is this direction? What is the fate? …