Long-read metagenomics of soil communities reveals phylum-specific secondary metabolite dynamics

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Authors

Van Goethem, Marc W.
Osborn, Andrew R.
Bowen, Benjamin P.
Andeer, Peter F.
Swenson, Tami L.
Clum, Alicia
Riley, Robert
He, Guifen
Koriabine, Maxim
Sandor, Laura

Journal Title

Journal ISSN

Volume Title

Publisher

Nature Research

Abstract

Microbial biosynthetic gene clusters (BGCs) encoding secondary metabolites are thought to impact a plethora of biologically mediated environmental processes, yet their discovery and functional characterization in natural microbiomes remains challenging. Here we describe deep long-read sequencing and assembly of metagenomes from biological soil crusts, a group of soil communities that are rich in BGCs. Taking advantage of the unusually long assemblies produced by this approach, we recovered nearly 3,000 BGCs for analysis, including 712 full-length BGCs. Functional exploration through metatranscriptome analysis of a 3-day wetting experiment uncovered phylum-specific BGC expression upon activation from dormancy, elucidating distinct roles and complex phylogenetic and temporal dynamics in wetting processes. For example, a pronounced increase in BGC transcription occurs at night primarily in cyanobacteria, implicating BGCs in nutrient scavenging roles and niche competition. Taken together, our results demonstrate that long-read metagenomic sequencing combined with metatranscriptomic analysis provides a direct view into the functional dynamics of BGCs in environmental processes and suggests a central role of secondary metabolites in maintaining phylogenetically conserved niches within biocrusts.

Description

Supplementary Data 1 : Description: Raw metagenome and metatranscriptome statistics.
Supplementary Data 2 : Description: Assembly statistics of short- and long-read metagenomes as well as metatranscriptomes.
Supplementary Data 3 : Description: Each biosynthetic gene cluster identified from the assembled metagenomes in this study.
Supplementary Data 4 : Description: Each biosynthetic gene cluster identified in the metatranscriptomic assemblies.
Supplementary Data 5 : Description: The genes used to calculate transcription of biosynthetic gene clusters and core bacterial genes.
Supplementary Data 6 : Description: DESeq2 analysis of significantly transcribed genes between day and night-time transcription.
Supplementary Data 7 : Description: Transcriptional scores for cation-related genes.
Supplementary Data 8 : Description: Average abundance pattern for each phylum through time.
Supplementary Data 9 : Description: Taxonomic composition of metagenomes and metatranscriptomes using fulllength 16S rRNA.
Supplementary Data 10 : Description: Normalized sequence data showing scores of transcription at each time point with BGC type and Phylum shown

Keywords

Microbial biosynthetic gene clusters, Soil crusts, Cyanobacteria, Biocrusts, Bacterial genetics, Metagenomics, Microbial ecology

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Citation

Van Goethem, M.W., Osborn, A.R., Bowen, B.P. et al. Long-read metagenomics of soil communities reveals phylum-specific secondary metabolite dynamics. Communications Biology 4, 1302 (2021). https://doi.org/10.1038/s42003-021-02809-4.