Elucidating the diversity and potential function of nonribosomal peptide and polyketide biosynthetic gene clusters in the root microbiome

Abstract

Polyketides (PKs) and nonribosomal peptides (NRPs) are two microbial secondary metabolite (SM) families known for their variety of functions, including antimicrobials, siderophores and others. Despite their involvement in bacteria-bacteria and bacteria-plant interactions, root-associated SMs are largely unexplored due to the limited cultivability of bacteria. Here, we analyzed the diversity and expression of SM-encoding biosynthetic gene clusters (BGCs) in root microbiomes by culture-independent amplicon sequencing, shotgun metagenomics and metatranscriptomics. Roots (tomato and lettuce) harbored distinct compositions of nonribosomal peptide synthetases (NRPSs) and polyketide synthases (PKSs) relative to the adjacent bulk soil, and specific BGC markers were both enriched and highly expressed in the root microbiomes. While several of the highly abundant and expressed sequences were remotely associated with known BGCs, the low similarity to characterized genes suggests their potential novelty. Low similarity genes were screened against a large set of soil-derived cosmid libraries, from which five whole BGCs of unknown function were retrieved. Three clusters were taxonomically affiliated with Actinobacteria, while the remaining were not associated with known bacteria. One Streptomyces-derived BGC was predicted to encode for a polyene with potential antifungal activity, while the others were too novel to predict chemical structure. Screening against a suite of metagenomic datasets revealed a higher abundance of retrieved clusters in roots and soil samples. In contrast, they were almost completely absent in aquatic and gut environments, supporting the notion that they might play an important role in root ecosystems. Overall, our results indicate that root microbiomes harbor a specific assemblage of undiscovered SMs. ImportanceWe identified distinct secondary metabolite (polyketide and nonribosomal peptide) encoding genes that are enriched (relative to adjacent bulk soil) and expressed in root ecosystems, yet almost completely absent in human gut and aquatic environments. Several of the genes were distantly related to genes encoding for antimicrobials and siderophores, and their high sequence variability relative to known sequences suggests that they may encode for novel metabolites and may have unique ecological functions. This study demonstrates that plant roots harbor a diverse array of unique secondary metabolite encoding genes that are highly enriched and expressed in the root ecosystem. The secondary metabolites encoded by these genes might assist the bacteria that produce them in colonization and persistence in the root environment. To explore this hypothesis, future investigations should assess their potential role in inter-bacterial and bacterial-plant interactions.