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… and how we do it here and maybe give an example of a recent publication. ALISON TAKEMURA: Awesome. Yeah, let’s dive in, … worked is people who were trying to find gold would go out into the hills. And they knew from example that gold is a … machine learning really would help distinguish and predict novel gene clusters. DAN UDWARY: Yeah, it certainly could. …

… The Fungal & Algal Program explores the vast diversity of fungi and algae to unlock their potential for bioenergy, … This research helps translate their genomic potential into practical applications, including sustainable biofuels, … plant biomass production as well as converting biomass into bioenergy and bioproducts. The program’s fungal …

… And with Christian, I started getting a little bit more into fungi and learning the differences of all the genetic … seems to be a new structure, and the microorganisms are novel. I mean, we have Streptomyces , but they’re new … And I think a lot of times, too, when we even look at publications, it’s always positive data, right? No one ever …

… and other omics technologies.  The exponential growth of DNA sequencing data, coupled with recent computational … advances in management, processing and visualization of “big data,” and artificial Intelligent/machine learning … discoveries and catalyzing a major transition of biology into data science.  Research in the Kyrpides group focuses …

… group aims at improving our collective understanding of ecological and evolutionary parameters driving virus:host … involves both experimental and computational exploration of uncultivated viral diversity, characterization of molecular mechanisms involved … is still limited. One key challenge is to complement diversity surveys ( Who is there? ) with activity …

… Secondary Metabolites Program focuses on the exploration of secondary metabolites across bacteria, fungi, algae and … and bioenergy crop enhancement. The program aims to tap into the largely unexplored biochemical diversity within secondary metabolites, expanding their …

… have to see if I’m going to slip a day on releasing it into the feeds, but I’m trying, you guys. Schedules are … the answer would be that there’s actually a great deal of diversity within these methanotrophs for example, that are … to identify what’s being made. In some cases it might be novel, in some cases it might be– might be a known structure …

… DAN: You’re listening to the US Department of Energy Joint Genome Institute’s “Natural Prodcast,” a … with a ribosome. Then, some other enzymes chop the protein into smaller pieces, and other enzymes might make other kids … with animal metabolism itself, and it’s really amazing what diversity there is in animals. I think, even despite the …

… episode with her in the near future where we can dive into that. And I’m also dying to talk in more detail about … was less nutrients but enough that you had a lot of biodiversity. So we choose environments that are close enough … in order to put them together to build pathways, to make novel compounds, or to find analogs. And that was Warp …

… collaborative user projects, the JGI’s Plant Program delves into the natural world’s potential to address global challenges by exploring plants’ … to current problems facing humanity. A major focus are biofuel feedstock species and plant-microbe interactions, …

… it will be really good to maybe start with how did you get into this field? How did you get into natural products? … time called Genbiotics , which was a large program to find novel antibiotics. And this particular project focused … you to get a bird’s-eye perspective on the biosynthetic diversity element of these genomes. And you see how they’re– …