ArticleApplied microbiology and biotechnology2022
A rapid and efficient strategy to identify and recover biosynthetic gene clusters from soil metagenomes.
Article in Applied microbiology and biotechnology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 19 citations in OpenAlex.
- Discovery and Heterologous Expression of the Soil Metagenome-Derived Lasso Peptide Metanodin with an Unprecedented Ring Structure.Journal of natural products · 2025Article
- Unearthing the genetic resources of Arabian sea seamount and metagenomic insights into phosphate cycling genes for next generation plant biostimulants.Scientific reports · 2025Article
- Deciphering the biosynthetic potential of microbial genomes using a BGC language processing neural network model.Nucleic acids research · 2025Article
- Metagenomic interrogation of urban Superfund site reveals antimicrobial resistance reservoir and bioremediation potential.Journal of applied microbiology · 2025Article
- Ultra-deep long-read metagenomics captures diverse taxonomic and biosynthetic potential of soil microbes.GigaScience · 2025Article
- Nonribosomal Peptide Synthetase Specific Genome Amplification Using Rolling Circle Amplification for Targeted Gene Sequencing.International journal of molecular sciences · 2024Article
- Biosynthetic potential of the sediment microbial subcommunities of an unexplored karst ecosystem and its ecological implications.MicrobiologyOpen · 2024Article
- Present and future outlooks on environmental DNA-based methods for antibiotic discovery.Current opinion in microbiology · 2023Review
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Authors and funding
7 authors at 5 institutions in 3 countries.
Funding
Abstract
Culture-independent metagenomic approaches offer a promising solution to the discovery of therapeutically relevant compounds such as antibiotics by enabling access to the hidden biosynthetic potential of microorganisms. These strategies, however, often entail laborious, multi-step, and time-consuming procedures to recover the biosynthetic gene clusters (BGCs) from soil metagenomes for subsequent heterologous expression. Here, we developed an efficient method we called single Nanopore read cluster mining (SNRCM), which enables the fast recovery of complete BGCs from a soil metagenome using long- and short-read sequencing. A metagenomic fosmid library of 83,700 clones was generated and sequenced using Nanopore as well as Illumina technologies. Hybrid assembled contigs of the sequenced fosmid library were subsequently analyzed to identify BGCs encoding secondary metabolites. Using SNRCM, we aligned the identified BGCs directly to Nanopore long-reads and were able to detect complete BGCs on single fosmids. This enabled us to select for and recover BGCs of interest for subsequent heterologous expression attempts. Additionally, the sequencing data of the fosmid library and its corresponding metagenomic DNA enabled us to assemble and recover a large nonribosomal peptide synthetase (NRPS) BGC from three different fosmids of our library and to directly amplify and recover a complete lasso peptide BGC from the high-quality metagenomic DNA. Overall, the strategies presented here provide a useful tool for accelerating and facilitating the identification and production of potentially interesting bioactive compounds from soil metagenomes. KEY POINTS: • An efficient approach for the recovery of BGCs from soil metagenomes was developed to facilitate natural product discovery. • A fosmid library was constructed from soil metagenomic HMW DNA and sequenced via Illumina and Nanopore. • Nanopore long-reads enabled the direct identification and recovery of complete BGCs on single fosmids.
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