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Accelerating Metagenomics Discoveries with Deep Learning
… layers. The architecture of these algorithms, inspired by communication networks found in nature, allows machines … Biologists aim to capitalize on these kinds of abilities by applying them to sequencing data. At the workshop, Volkan … (Prashant Pandey of CRD). The workshop was organized by Kristofer Bouchard, neuro- and data scientist in …
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Experimenting with EcoFABs for Student Labs - Jill Bouchard & Ying Wang
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JGI@25: Strengthening Soybean
… and oil was also the largest plant project completed by the JGI. It has since been cited more than 5,400 times, … fuel and things like that are not going to be replaced by electricity anytime soon,” Stacey said when we caught up … including INRAE as well as the Sainsbury Institute, by annotating not just one but three genomes for P. …
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A Complex Confection Decoded: Sugarcane Reference Genome
… The Science Considered the world’s most harvested crop by tonnage, sugarcane accounts for 80% of global sugar … the sugarcane cultivar R570 has been  published in  Nature by an international consortium. With the genetic code of … and  reported in the journal  Nature . The work led by researchers at Australia’s national science agency CSIRO, …
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The Busy World of Deep Sea Eruptions
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A Step Toward Controlling Soybean Rust
… Left uncontrolled, soybean rust could reduce crop yields by as much as 90 percent. As part of the DOE Joint Genome …
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Better Genome Editing for Bioenergy
… work? The project was a multi-institutional effort led by then-graduate student Cory Schwartz and his advisor Ian … of  Y. lipolytica ’s genes to be required for growth. By contrast, an initial screen using an unvetted library … This work was supported by DOE Joint Genome Institute grant  CSP-503076 (IW, HA, and …
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For the Tiniest Archaea, A Genomic Switch of Friend or Foe
… Then, using metagenomes and metatranscriptomes generated by the U.S. Department of Energy (DOE) Joint Genome … This research was supported in part by the Allen Distinguished Investigator Program, through The … Sustainable Systems Scientific Focus Area funded by the US Department of Energy (DE-AC02-05CH11231 to …
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Promoting the Power of Viral Metagenomics
… summarizing the field of viral metagenomics, authored by JGI researchers Lee Call,  Stephen Nayfach and  Nikos … Data Science . The following guest piece was written by Call, a postdoctoral fellow in the JGI Microbiome Data Science Group led by Kyrpides. Since early 2020, people all over the world …
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A Community Resource for Secondary Metabolite Researchers
… core set of "primary metabolites"—chemical compounds shared by most living creatures for energy, growth and … their environment. Many secondary metabolites are produced by groups of genes known as biosynthetic gene clusters … BGC and biosynthesis research.  Summary Over the years several secondary metabolites databases have been made …
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Massie S. Ballon
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The Power of One, Amplified
… the value of conducting large-scale single cell genomics by collecting nearly 500 single cells from a single low … in, on, and around the planet remain unknown. In recent years, advances in sequencing technologies and bioinformatic … genomes directly from environmental sequence data, by piecing each genome together from large mixtures of …
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