Search Results - "Dejong, Chris A."
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Comprehensive prediction of secondary metabolite structure and biological activity from microbial genome sequences
Published in Nature communications (27-11-2020)“…Novel antibiotics are urgently needed to address the looming global crisis of antibiotic resistance. Historically, the primary source of clinically used…”
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DeepRiPP integrates multiomics data to automate discovery of novel ribosomally synthesized natural products
Published in Proceedings of the National Academy of Sciences - PNAS (07-01-2020)“…Microbial natural products represent a rich resource of evolved chemistry that forms the basis for the majority of pharmacotherapeutics. Ribosomally…”
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Genomes to natural products PRediction Informatics for Secondary Metabolomes (PRISM)
Published in Nucleic acids research (16-11-2015)“…Microbial natural products are an invaluable source of evolved bioactive small molecules and pharmaceutical agents. Next-generation and metagenomic sequencing…”
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Genomic charting of ribosomally synthesized natural product chemical space facilitates targeted mining
Published in Proceedings of the National Academy of Sciences - PNAS (18-10-2016)“…Microbial natural products are an evolved resource of bioactive small molecules, which form the foundation of many modern therapeutic regimes. Ribosomally…”
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The Cytochrome P450 superfamily complement (CYPome) in the annelid Capitella teleta
Published in PloS one (12-11-2014)“…The Cytochrome P450 super family (CYP) is responsible for a wide range of functions in metazoans, having roles in both exogenous and endogenous substrate…”
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Assembly and clustering of natural antibiotics guides target identification
Published in Nature chemical biology (01-04-2016)“…A retrobiosynthetic algorithm that relates known antibiotics by the similarities of their biosynthetic pathways to cluster them into distinct classes. Focusing…”
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Global analysis of prokaryotic tRNA-derived cyclodipeptide biosynthesis
Published in BMC genomics (15-01-2018)“…Among naturally occurring small molecules, tRNA-derived cyclodipeptides are a class that have attracted attention for their diverse and desirable biological…”
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Comparative analysis of chemical similarity methods for modular natural products with a hypothetical structure enumeration algorithm
Published in Journal of cheminformatics (16-08-2017)“…Natural products represent a prominent source of pharmaceutically and industrially important agents. Calculating the chemical similarity of two molecules is a…”
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Polyketide and nonribosomal peptide retro-biosynthesis and global gene cluster matching
Published in Nature chemical biology (03-10-2016)Get full text
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Polyketide and nonribosomal peptide retro-biosynthesis and global gene cluster matching
Published in Nature chemical biology (01-12-2016)“…Two programs, GRAPE and GARLIC, work together to first predict biosynthetic gene clusters responsible for the production of polyketides and nonribosomal…”
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Artificial intelligence for natural product drug discovery
Published in Nature reviews. Drug discovery (01-11-2023)“…Developments in computational omics technologies have provided new means to access the hidden diversity of natural products, unearthing new potential for drug…”
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