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… participants in an online workshop to harness deep learning for metagenomic data.  Metagenomic data, or DNA sequencing data … insights from metagenomic data. In deep learning, a branch of machine learning, data is passed through algorithms …

… from the panel discussion  here . Contact  Robin Johnston for followup questions.     … The U.S. Department of Energy Joint Genome Institute, a DOE Office of Science … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

Mini-Metagenomics Approach Helps Identify Novel Archaeal Methane … archaea are estimated to produce 500 million tons of methane a year, which is over half the total global … cycle. All methanogenic archaea use one of three pathways for methanogenesis: hydrogen-dependent and CO2-reducing, or …

… secondary metabolites, those molecules not essential for growth yet essential for survival, may now be easier to characterize following a proof-of-concept study in which researchers paired CRISPR and …

A new view into a symbiosis could offer benefits to address climate change: pulling … soil and boosting biofuel feedstocks with less fertilizer. For millions of years, underground fungi have lived in … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

A new view into a symbiosis could offer benefits to address climate change: pulling … soil and boosting biofuel feedstocks with less fertilizer. For millions of years, underground fungi have lived in … Berkeley National Laboratory, is committed to advancing genomics in support of DOE missions related to clean energy …

For the first time, a team has comprehensively described … a microbial mat. The Science In microbial mats, communities of microorganisms live among viruses that infect them. But … a more systematic picture through single-cell and metagenomic sequencing. A team co-led by Mária Džunková, …

Ancient  Chloroflexota s ditched their flagella and other traits when … . Research shows that flagella were lost in other forms of  Chloroflexota that adapted to marine environments … enable organisms to swim around. However, genome and metagenomic sequencing conducted by the U.S. Department of …

New evidence shows anaerobic fungi can degrade the hardiest of plant components   The Science There are three main … to tackle when it comes to breaking down a plant for energy: Cellulose, hemicellulose and lignin, … called lignocellulose, are the primary components of hardy cell walls. It’s the cellulose and hemicellulose …