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Nature serves as a rich source of molecules with immense chemical diversity. Aptly named, these ‘natural products’ boast a wide variety of environmental, medicinal and industrial applications. Type II polyketides, in particular, confer substantial medicinal benefits, including antibacterial, antifungal, anticancer and anti-inflammatory properties. These molecules are produced by enzyme assemblies known as type II polyketide synthases (PKSs), which use domains such as the ketosynthase chain-length factor and acyl carrier protein to produce polyketides with varying lengths, cyclization patterns and oxidation states. In this work, we use a novel bioinformatic workflow to identify biosynthetic gene clusters (BGCs) that code for the core type II PKS enzymes. This method does not rely on annotation and thus was able to unearth previously ‘hidden’ type II PKS BGCs. This work led us to identify over 6000 putative type II PKS BGCs spanning a diverse set of microbial phyla, nearly double those found in most recent studies. Notably, many of these newly identified BGCs were found in non-actinobacteria, which are relatively underexplored as sources of type II polyketides. Results from this work lay an important foundation for future bioprospecting and engineering efforts that will enable sustainable access to diverse and structurally complex molecules with medicinally relevant properties.more » « less
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Abstract Phosphopantetheinyl transferases (PPTases) play an essential role in primary and secondary metabolism. These enzymes facilitate the post-translational activation of acyl carrier proteins (ACPs) central to the biosynthesis of fatty acids and polyketides. Modulation of ACP-PPTase interactions is a promising approach to both increase access to desired molecular outputs and disrupt mechanisms associated with disease progression. However, such an approach requires understanding the molecular principles that govern ACP-PPTase interactions across diverse synthases. Through a multi-year, course-based undergraduate research experience (CURE), 17 ACPs representing a range of putative type II polyketide synthases, from actinobacterial and non-actinobacterial phyla, were evaluated as substrates for three PPTases (AcpS, Sfp, and vulPPT). The observed PPTase compatibility, sequence-level analyses, and predictive structural modelling suggest that ACP selectivity is driven by amino acids surrounding the conserved, modified serine on the ACP. We propose that vulPPT and Sfp are driven primarily by hydrophobic contacts, whereas AcpS may favor ACPs which exhibit high net-negative charge density, as well as a broad electronegative surface distribution. Furthermore, we report a plausible, hitherto unreported hydrophobic interaction between vulPPT and a conserved ACP crease, upstream of the invariant serine, which may facilitate docking. This work provides a catalog of compatible and incompatible ACP-PPTase partnerships, highlighting specific regions on the ACP and/or PPTase that show promise for future strategic engineering and inhibitor development efforts.more » « less
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Abstract Specialized or secondary metabolites are small molecules of biological origin, often showing potent biological activities with applications in agriculture, engineering and medicine. Usually, the biosynthesis of these natural products is governed by sets of co-regulated and physically clustered genes known as biosynthetic gene clusters (BGCs). To share information about BGCs in a standardized and machine-readable way, the Minimum Information about a Biosynthetic Gene cluster (MIBiG) data standard and repository was initiated in 2015. Since its conception, MIBiG has been regularly updated to expand data coverage and remain up to date with innovations in natural product research. Here, we describe MIBiG version 4.0, an extensive update to the data repository and the underlying data standard. In a massive community annotation effort, 267 contributors performed 8304 edits, creating 557 new entries and modifying 590 existing entries, resulting in a new total of 3059 curated entries in MIBiG. Particular attention was paid to ensuring high data quality, with automated data validation using a newly developed custom submission portal prototype, paired with a novel peer-reviewing model. MIBiG 4.0 also takes steps towards a rolling release model and a broader involvement of the scientific community. MIBiG 4.0 is accessible online at https://mibig.secondarymetabolites.org/.more » « less
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