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… are complex organisms that harbor a fantastic diversity of cell types and associated organisms, including fungal and … and are influenced by microbial partners. We use a variety of genomics-powered tools to study this complexity, … fungi, viruses. Resident viruses can be found in a myriad of bacterial strains, whereby they can modulate host …

… efforts to expand the metabolomics capabilities and product offerings for JGI users.  Using cutting-edge mass spectrometry-based techniques, the … metabolomics with genomic data (MAGI) for functional annotation and identifying unknown compounds (Pactolus). … Raad M de, Wildish T, et al. MAGI: A Method for Metabolite Annotation and Gene Integration. ACS Chem Biol. 2019;14: …

… insights from metagenomic data. In deep learning, a branch of machine learning, data is passed through algorithms … into multiple interconnected layers. The architecture of these algorithms, inspired by communication networks … that low sequence identity may belie. The technology he’s using is magical; transform any length of amino acid …

… as user facility that aims to provide access to state-of-the-art DNA synthesis and assembly technologies to the … mining and sequence design with scaling the production of large, difficult to synthesize constructs such as those … interested in:  characterizing novel enzymatic activities using phylogenomic driven approaches, and understanding the …