Extensive progress has been made in determining the effects of the microbiome on human physiology and disease, but the underlying molecules and mechanisms governing these effects remain largely unexplored. Here, we combine a new computational algorithm with synthetic biology to access biologically active small molecules encoded directly in human microbiome–derived metagenomic sequencing data. We discover that members of a clinically used class of molecules are widely encoded in the human microbiome and that they exert potent antibacterial activities against neighboring microbes, implying a possible role in niche competition and host defense. Our approach paves the way toward a systematic unveiling of the chemical repertoire encoded by the human microbiome and provides a generalizable platform for discovering molecular mediators of microbiome-host and microbiome-microbiome interactions.

Polyketides produced by modular type I polyketide synthases (PKSs) play eminent roles in the development of medicines. Yet, the production of structural analogs by genetic engineering poses a major challenge. We report an evolution-guided morphing of modular PKSs inspired by recombination processes that lead to structural diversity in nature. By deletion and insertion of PKS modules we interconvert the assembly lines for related antibiotic and antifungal agents, aureothin ( aur ) and neoaureothin ( nor ) (aka spectinabilin), in both directions. Mutational and functional analyses of the polyketide-tailoring cytochrome P450 monooxygenases, and PKS phylogenies give contradictory clues on potential evolutionary scenarios (generalist-to-specialist enzyme evolution vs . most parsimonious ancestor). The KS-AT linker proves to be well suited as fusion site for both excision and insertion of modules, which supports a model for alternative module boundaries in some PKS systems. This study teaches important lessons on the evolution of PKSs, which may guide future engineering approaches.

Many pharmacologically important natural products are assembled by modular type I polyketide synthases (PKS), which typically act in a unidirectional fashion. The synthases producing the unusual nitro-substituted polyketides neoaureothin (nor, also called spectinabilin) and aureothin (aur) are exceptional, as they employ individual modules iteratively. Here, we investigate the plasticity of the nor PKS and the factors governing the number of elongations catalyzed by the noncanonical module. Surprisingly, we observe that the nor PKS can mediate an additional chain elongation to yield the higher homolog homoneoaureothin. Furthermore, we design several truncated variants of the nor PKS to use them in the context of artificial assembly lines for aureothin and homoaureothin. The resulting polypropionate derivatives provide valuable insights into chain length control and reveal structure-activity relationships relating to the size of the polypropionate backbones. Overall, we show that iterative modules are remarkably adaptable while downstream modules are gatekeepers that select for correct polyketide chain length.

The unusual nitro-substituted polyketides aureothin, neoaureothin (spectinabilin), and luteoreticulin, which are produced by diverse Streptomyces species, point to a joint evolution. Through rational genetic recombination and domain exchanges we have successfully reprogrammed the modular (type I) aur polyketide synthase (PKS) into a synthase that generates luteoreticulin. This is the first rational transformation of a modular PKS to produce a complex polyketide that was initially isolated from a different bacterium. A unique aspect of this synthetic biology approach is that we exclusively used genes from a single biosynthesis gene cluster to design the artificial pathway, an avenue that likely emulates natural evolutionary processes. Furthermore, an unexpected, context-dependent switch in the regiospecificity of a pyrone methyl transferase was observed. We also describe an unprecedented scenario where an AT domain iteratively loads an extender unit onto the cognate ACP and the downstream ACP. This aberrant function is a novel case of non-colinear behavior of PKS domains.

Scheme 1. Model of aureothin (1) biosynthesis. Non-colinear assembly by a modular PKS. AT = acyltransferase, DH = dehydratase, ER = enoyl reductase, KR = ketoreductase, KS = ketosynthase, TE = thioesterase.