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… an unprecedented view of plant evolution and adaptation.    Understanding how genes are regulated is like deciphering … dataset of improved quality; deep insights identify the most important binding sites by leveraging trends in … all at once. That let us profile more cells for the same cost, and it actually made the data cleaner.”   By …

… represents an organism’s genetic code, or genome, which underlies physical features and functions. Making … innovative way to rapidly capture the binding location for most transcription factors in a species,” O’Malley said. … of a streamlined workflow that reduces the time and cost associated with this purification step, and Baumgart …

… carbon cycles. “Whether or not you planned it, viruses are most likely in your system and in your data, and they’re … Simon Roux , the Viral Genomics Group Lead at the JGI.  To understand the microbiome systems underpinning a broad range … they often need unique conditions and a specific microbial host to replicate. Sequencing genetic material directly from …

… a potent greenhouse gas, regulate Earth’s climate. Most methane is produced in environments without oxygen … methane as an energy source.  Until recently, our understanding of these methanogenic microorganisms was … . These ancient, single-celled organisms thrive in most  environments devoid of oxygen and until recently were …

… before — especially with the prospect of meta-analyses boosted by AI and Machine Learning — JGI researchers and … stable, heavy isotopes, SIP allows researchers to go beyond understanding which microbes are present in a sample, to … with JGI Metagenome Program head Emiley Eloe-Fadrosh to host researchers in Berkeley.  Organizing this workshop, too, …

… large language models—artificial intelligence trained to understand, generate and manipulate the human language—are … only “as good as the data it is trained on,” Wang said. “Most models rely on reference genomes to train genome … microbial diversity is not covered by reference genomes.”  Most of the more than 600 billion base pairs (Gigabases or …

… billion base pairs of sequence; by 2023, that number was almost 717 trillion. Last year, the JGI surpassed three … of Wisconsin-Madison, for over 20 years in order to better understand how the freshwater ecosystem works. When she set … models of global climate. They may also provide a basic understanding of the roles microbiomes play in determining …

… degraded mainly by just two clades:  Gilliamella,  which mostly resides in the bee’s ileum, a structure analogous to … the United States, and is working to address some of the most pressing challenges of our time. For more information, …

… diversity of microbes through a novel approach to better understand microbial communities by looking at protein … but we knew the families,” Kyrpides said. Yet, “almost 20 years of metagenomic data and metagenomic analysis, … explained. “Replicating that 100 times would have been almost impossible.”  When the team was finished with this …

… and frequent gene loss shape the BGC repertoire in most genomes. The BGC data will also soon be contained within … Seshadri, lead author of the study. “And even if one is agnostic to Actinobacteria , we hope the analysis of the sample … lineages elicits interest in cultivation efforts targeting understudied environmental samples. Even traditional …

… global nutrient cycles. The information gained from understanding the interactions between microbes, hosts, and their environments could be applied to multiple … cultivate new microbial species.” Targeted Explorations for Understanding the Microbial World Corresponding author …

… lessons learned from his time involved in the project, mostly focused around how to best work together to achieve great success. “For the most difficult challenges, no one agency has enough to go for … Research Todd Anderson currently works to support understanding of plants, microbes and environmental …