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Metagenomic Data Reveal Type I Polyketide Synthase Distributions Across Biomes.

Hans W SinghKaitlin E CreamerAlexander B ChaseLeesa J KlauSheila PodellPaul R Jensen
Published in: bioRxiv : the preprint server for biology (2023)
Polyketides are a crucial source of medicines, agrichemicals, and other commercial products. Advances in our understanding of polyketide biosynthesis coupled with the accumulation of metagenomic sequence data provide new opportunities to assess polyketide biosynthetic potential across biomes. Here, we used the webtool NaPDoS2 to assess type I PKS diversity and distributions by detecting and classifying KS domains across 137 metagenomes. We show that biomes are differentially enriched in KS domain classes, providing a roadmap for future biodiscovery strategies. Further, KS phylogenies reveal both biome-specific clades that do not include biochemically characterized PKSs, highlighting the biosynthetic potential of poorly explored environments. The large metagenome-derived KS dataset allowed us to identify regions of commonly used type I KS PCR primers that could be modified to capture a larger extent of KS diversity. These results facilitate both the search for novel polyketides and our understanding of the biogeographical distribution of PKSs across earth's major biomes.
Keyphrases
  • electronic health record
  • genome wide
  • big data
  • single cell
  • antibiotic resistance genes
  • human health
  • dna methylation
  • risk assessment
  • machine learning
  • current status
  • microbial community
  • climate change