Biology subjects

van Wezel, G. P.

Publications and source records attributed to van Wezel, G. P..

At least 19 recordsLinked to original sources

bioRxiv2026

Plant-associated Streptomyces detoxify the mycotoxin fusaric acid by amino acid conjugation

Streptomycetes are prevalent members of soil and plant microbiomes, yet how they cope with toxins produced by root-infecting fungal pathogens remains poorly understood. Plant pathogenic Fusarium species produce the mycotoxin fusaric acid (FA) that contributes to virulence and perturbs rhizosphere microbiome dynamics. Here, we show that root-colonising Streptomyces sp. ATMOS43 neutralizes FA through amino acid conjugation. Metabolomics revealed the formation of single amino acid and dipeptidyl conjugates of FA, with FA-Ser as a major conjugate that lacked detectable toxicity in in vitro and in planta assays. Proteomics and physiological analyses revealed that FA toxicity involves, in part, zinc chelation, which is abolished upon conjugation of FA to Ser. Co-cultivation experiments further showed that Streptomyces sp. ATMOS43 restores growth of FA-sensitive streptomycetes, indicating that conjugation can mitigate the impact of FA on plant microbiome assembly. Together, our findings show that plant-associated streptomycetes can protect plants by directly inhibiting Fusarium growth and by neutralizing its toxic virulence factor FA.

microbiology↗

bioRxiv2026

A global regulatory atlas of Streptomyces reveals conserved and diversified transcriptional networks across actinomycetes

Transcriptional regulatory networks determine how bacteria integrate environmental signals with growth, metabolism and stress adaptation. Actinomycetes encode exceptionally large repertoires of transcription factors (TFs) coordinating morphological development, environmental adaptation and specialized metabolism, yet their regulatory networks remain poorly defined. Here, we apply DNA affinity purification sequencing (DAP-seq) to 789 predicted TFs of Streptomyces coelicolor, generating genome-wide binding maps for 393 regulators and expanding the experimentally supported regulome from [~]8% to [~]50%. Integration with ChIP-seq reveals pleiotropic regulators and hierarchical network architecture linking primary metabolism, development and biosynthetic gene clusters (BGCs). Multiplexed DAP-seq (multiDAP) across 16 additional actinomycetes uncovered deeply conserved regulatory circuits alongside widespread divergence in TF-target interactions. Together, these data establish a regulatory atlas for Streptomyces and related actinomycetes, enabling researchers to explore control of genes, pathways, BGCs and conserved network modules. This provides a foundation for predictive analysis and engineering of complex bacterial phenotypes in biotechnology and medicine.

microbiology↗

bioRxiv2025

Paenitracins, a novel family of bacitracin-type nonribosomal peptide antibiotics produced by plant-associated Paenibacillus species

The growing threat of antimicrobial resistance necessitates the discovery of novel antibiotics with activity against drug-resistant pathogens. Members of the genus Paenibacillus are a rich source of nonribosomal peptides (NRPs), including well-known antibiotics such as polymyxins, paenibacterin and tridecaptins. Here we use a targeted Mass-QL-based mass spectrometry approach to identify the NRPs produced by a collection of 227 taxonomically diverse plant-associated Paenibacillus strains, providing detailed insights into their NRP-producing potential. Using MassQL to zoom in specifically on NRPs containing basic amino acids, we discovered a novel family of bacitracins, which we designated paenitracins. The paenitracins are the first bacitracin-type peptides reported in Paenibacillus, and are distinguished from canonical bacitracins by three previously unseen amino acid substitutions. The paenitracins exhibit potent activity against Gram-positive pathogens, including vancomycin-resistant Enterococcus faecium E155. Our work provides a novel metabolomics- and genomics-guided workflow for the discovery of bioactive NRPs as a strategy to prioritize natural product chemical space and accelerate antibiotic discovery. IMPORTANCEMembers of the genus Paenibacillus play an important role in soil ecology, producing a range of important nonribosomal peptides (NRPs) that protect their eukaryotic host. A collection of plant-associated Paenibacillus spp. was analyzed for their phylogenetic and metabolic diversity. We developed a novel discovery pipeline that combines feature-based molecular networking with MassQL queries to systematically prioritize bioactive NRPs containing basic amino acids. Thus we provide a comprehensive genus-wide inventory of NRPs produced by Paenibacillus spp. We thereby identified the paenitracins, a new subfamily of bacitracins active against multidrug-resistant Gram-positive pathogens. Our pipeline enables the discovery of novel peptidic natural products to accelerate the prioritization of chemical space for antibiotics.

microbiology↗

bioRxiv2025

Antifungal biosynthesis by root-associated Streptomyces and Pseudomonas is elicited upon plant colonization

Plants are colonized by a diverse microbiome, with microorganisms residing inside and outside of plant tissues. Plants can harness the protective traits of their microbial inhabitants to ward off insect pests and fungal pathogens. However, current understanding of the role of commensal interactions on activating the desired microbial genomic traits remains limited. Here we show that biosynthesis of the antifungal 2,5-dihydro-L-phenylalanine (DHP) by the endophytic Streptomyces sp. PG2 is strongly induced upon colonization of Arabidopsis thaliana. DHP production protects the plant from infection by the fungal root pathogen Rhizoctonia solani, both in vitro and in vivo.. We identified the DHP biosynthetic gene cluster (BGC) and showed that heterologous expression of the BGC in the DHP non-producer Streptomyces coelicolor also conferred plant-inducible DHP production. The BGC was also found in plant-associated Gram-negative bacteria, and in Pseudomonas syringae FF5 we again observed strongly enhanced DHP production upon plant colonization. An ecology-inspired elicitor screen showed that L-valine and brassinosteroid hormones elicit DHP biosynthesis in the plant-beneficial Streptomyces sp. PG2, while L-valine also elicited DHP biosynthesis in S. coelicolor. In vivo experiments confirmed the stimulation of antifungal activity in Streptomyces sp. PG2 by L-valine, while brassinolide mutant plants showed reduced DHP induction. Conversely, neither L-valine nor brassinolide elicited the expression of the DHP BGC in the pathogenic P. syringae, revealing important divergence in the responses to plant signaling, which may reflect selectivity in how endosymbionts and pathogens respond to host cues. Collectively, our data demonstrate that plant colonization can elicit the biosynthetic potential of root-associated microbes, thereby enhancing plant resilience.

microbiology↗

bioRxiv2025

Serotonin modulation of metabolism and stress response in Pseudomonas fluorescens

BackgroundPseudomonas fluorescens is a gram-negative bacterium with a remarkable metabolic and physiological versatility that enables it to adapt and colonize diverse ecological niches, including the human small intestine. While serotonin is primarily found in high concentrations in gut tissue, its levels in the lumen can be elevated in conditions such as celiac disease, where P. fluorescens is also found in increased abundance. The potential effects of serotonin on P. fluorescens in such contexts remain unclear. ResultsWe demonstrate that P. fluorescens metabolizes serotonin primarily into 5-hydroxyindole-3-acetic acid (5-HIAA) and, to a lesser extent, into 5-hydroxytryptophol and N-acetylserotonin. Gene expression analysis revealed significant changes in oxidative stress-related pathways over time, and proteomic analysis confirmed the shifts seen particularly in amino acid catabolic pathways. Serotonin metabolism also enhanced bacterial resistance to oxidative stress, suggesting a protective role. ConclusionsThe findings reveal a novel mechanism by which serotonin modulates the metabolism and stress responses of P. fluorescens. This study provides insight into how P. fluorescens adapts to serotonin-rich environments, such as in celiac disease, and may inform future research on microbial interactions with host-derived metabolites in disease contexts.

microbiology↗

bioRxiv2025

PARAS: high-accuracy machine-learning of substrate specificities in nonribosomal peptide synthetases

Nonribosomal peptides are diverse natural products with important applications in medicine and agriculture. Bacterial and fungal genomes contain thousands of nonribosomal peptide biosynthetic gene clusters (BGCs) of unknown function, providing a promising resource for peptide discovery. Core structural features of such peptides can be inferred by predicting the substrate(s) of adenylation (A) domains in nonribosomal peptide synthetases (NRPSs). However, existing approaches to A domain prediction rely on limited datasets and often struggle with domains selecting large substrates or from less-studied taxa. Here, we systematically curate and computationally analyse 3,653 A domains and present two high-accuracy specificity predictors, PARAS and PARASECT. A type of A domain with unusually high L-tryptophan specificity was identified through the application of PARAS, and intact protein mass spectrometry to the corresponding NRPS showed it to direct the production of tryptopeptin-related metabolites in Streptomyces species. Together, these technologies will accelerate the characterisation of novel NRPSs and their metabolic products. PARAS and PARASECT are available at https://paras.bioinformatics.nl. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=106 SRC="FIGDIR/small/631717v2_ufig1.gif" ALT="Figure 1"> View larger version (35K): org.highwire.dtl.DTLVardef@8e48aaorg.highwire.dtl.DTLVardef@144c78dorg.highwire.dtl.DTLVardef@890c11org.highwire.dtl.DTLVardef@1776de9_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioinformatics↗

bioRxiv2024

A new pathway in central metabolism mediates nutrient control of development and antibiotic production by Streptomyces

The amino sugar N-acetylglucosamine (GlcNAc) plays a central role in primary metabolism and is a key signaling molecule for the onset of morphological and chemical differentiation of Streptomyces. The global nutrient-sensory regulator DasR acts as the gatekeeper of development in streptomycetes, and its activity is modulated by aminosugar phosphates. Here, we report the discovery of a novel pathway in aminosugar metabolism that governs GlcNAc sensing. GlcNAc-6P is converted into a toxic metabolite via two new enzyme functions, namely dehydration of N-acetylglucosamine-6-phosphate by NagS to form 6P-Chromogen I, a reaction that has not yet been described in the textbooks, and its subsequent deacetylation by NagA producing a cytotoxic structural analogue of ribose. The latter reveals an unexpected promiscuous activity for GlcNAc-6P deacetylase NagA. The crystal structures of NagS apoenzyme and NagS in complex with its substrate GlcNAc-6P or its inhibitor 6-phosphogluconate were resolved at 2.3 [A], 2.6 [A], and 1.7 [A] resolution, respectively. Detailed in vivo and in vitro studies resolved the key residues of the NagS catalytic site. Thus, we have uncovered a novel pathway in aminosugar metabolism that sheds new light on nutrient-mediated control of development and antibiotic production in Streptomyces.

microbiology↗

bioRxiv2024

A family of lanthipeptides with anti-phage function

Bacteria synthesize natural products to adapt to their environment, where phage-bacteria interactions play a crucial role in bacterial ecology. Although a few natural products have been shown to protect bacteria from phage infection, the prevalence and diversity of chemical anti-phage defense remain largely unexplored. Here, we uncover a novel family of over 2000 lanthipeptide biosynthetic gene clusters from Actinobacteria that participate in anti-phage defense, which we named lanthiphages. Lanthiphages colocalize with other anti-phage systems in defense islands. We demonstrate that native lanthiphage expression protects the model strain Streptomyces coelicolor against diverse phages. Heterologous expression of four additional lanthiphage pathways shows that the anti-phage function is conserved across this family of biosynthetic gene clusters. Finally, we demonstrate that lanthiphage expression leads to the production of a novel compound and alters phage transcription. Our findings highlight that biosynthetic gene clusters with anti-phage functions can be successfully identified through genomic analysis. This work paves the way for the systematic mining of anti-phage natural products, which could constitute a novel reservoir of antiviral drugs.

microbiology↗

bioRxiv2024

Prediction of gene cluster function based on transcriptional regulatory networks uncovers a novel locus required for desferrioxamine B biosynthesis

Bacteria produce a plethora of natural products that are in clinical, agricultural and biotechnological use. Genome mining revealed millions of biosynthetic gene clusters (BGCs) that encode their biosynthesis, and the major challenge is to predict the bioactivities of the molecules these BGCs specify, and how to elicit their expression. Here, we present an innovative strategy whereby we harness the power of regulatory networks combined with global gene expression patterns to predict BGC functions. Studying the regulon of iron master regulator DmdR1 in Streptomyces coelicolor combined with co-expression data and large-scale comparative genome analysis identified the novel desJGH gene cluster. Mutational and metabolomics analysis showed that desJGH is required for biosynthesis of the clinical drug desferrioxamine B. DesJGH thereby dictate the balance between the structurally distinct desferrioxamines B and E. We propose regulation-based genome mining as a promising approach to functionally prioritize BGCs to accelerate the discovery of novel bioactive molecules.

genomics↗

bioRxiv2024

LogoMotif: a comprehensive database of transcription factor binding site profiles in Actinobacteria

Actinobacteria undergo a complex multicellular life cycle and produce a wide range of specialized metabolites, including the majority of the antibiotics. These biological processes are controlled by intricate regulatory pathways, and to better understand how they are controlled we need to augment our insights into the transcription factor binding sites. Here, we present LogoMotif (https://logomotif.bioinformatics.nl), an open-source database for characterized and predicted transcription factor binding sites in Actinobacteria, along with their cognate position weight matrices and hidden Markov models. Genome-wide predictions of binding site locations in Streptomyces model organisms are supplied and visualized in interactive regulatory networks. In the web interface, users can freely access, download and investigate the underlying data. With this curated collection of actinobacterial regulatory interactions, LogoMotif serves as a basis for binding site predictions, thus providing users with clues on how to elicit the expression of genes of interest and guide genome mining efforts. HighlightsO_LIActinobacterial regulatory networks are key for compound discovery, including antibiotics. C_LIO_LIContains [~]400 validated and [~]12,100 predicted interactions, presented in interactive networks. C_LIO_LIServes as foundation for regulatory predictions in the gene cluster detection tool, antiSMASH. C_LIO_LILogoMotifs data and algorithms provide knowledge on expression and functional inference of genes. C_LIO_LILogoMotif aids in the discovery of novel chemistry within Actinobacteria and beyond. C_LI Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=74 SRC="FIGDIR/small/582527v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@cfb7cdorg.highwire.dtl.DTLVardef@12c017borg.highwire.dtl.DTLVardef@155096org.highwire.dtl.DTLVardef@15dcbcc_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioinformatics↗

bioRxiv2023

CslA and GlxA from Streptomyces lividans form a functional cellulose synthase complex

Filamentous growth of streptomycetes coincides with the synthesis and deposition of an uncharacterized protective glucan at hyphal tips. Synthesis of this glucan depends on the integral membrane protein CslA and the radical copper oxidase GlxA, which are part of a presumably large multiprotein complex operating at growing tips. Here, we show that CslA and GlxA interact by forming a protein complex that is sufficient to synthesize cellulose in vitro. Mass spectrometry analysis revealed that the purified complex produces cellulose chains with a degree of polymerization of at least 80 residues. Truncation analyses demonstrated that the removal of a significant extracellular segment of GlxA had no impact on complex formation, but significantly diminished activity of CslA. Altogether, our work demonstrates that CslA and GlxA form the active core of the cellulose synthase complex and provides molecular insights into a unique cellulose biosynthesis system that is conserved in streptomycetes. SignificanceCellulose stands out as the most abundant polysaccharide on Earth. While the synthesis of this polysaccharide has been extensively studied in plants and Gram-negative bacteria, the mechanisms in Gram-positive bacteria have remained largely unknown. Our research unveils a novel cellulose synthase complex formed by the interaction between the cellulose synthase-like protein CslA and the radical copper oxidase GlxA from Streptomyces lividans, a soil-dwelling Gram-positive bacterium. This discovery provides molecular insights into the distinctive cellulose biosynthesis machineries. Beyond expanding our understanding of cellulose biosynthesis, this study also opens avenues for exploring biotechnological applications and ecological roles of cellulose in Gram-positive bacteria, thereby contributing to the broader field of microbial cellulose biosynthesis and biofilm research.

microbiology↗

bioRxiv2023

Systems-wide analysis of the ROK-family regulatory gene rokL6 and the control of aminosugar toxicity in Streptomyces coelicolor

Streptomycetes are saprophytic bacteria that grow on complex polysaccharides, such as cellulose, starch, chitin and chitosan. For the monomeric building blocks glucose, maltose and N-acetylglucosamine (GlcNAc), the metabolic pathways are well documented, but that of glucosamine (GlcN) is largely unknown. Streptomyces nagB mutants, which lack glucosamine-6-phosphate deaminase activity, fail to grow in the presence of high concentrations of GlcN. Here we report that mutations in the gene for the ROK-family transcriptional regulator RokL6 relieve the toxicity of GlcN in nagB mutants, as a result of elevated expression of the Major Facilitator Superfamily (MFS) exporter SCO1448. Systems- wide analysis using RNA sequencing, ChIP-Seq, EMSAs, 5RACE, bioinformatics and genetics revealed that RokL6 is an autoregulator that represses transcription of sco1448 by binding to overlapping promoters in the rokL6-sco1448 intergenic region. RokL6-independent expression of sco1448 fully relieved toxicity of GlcN to nagB mutants. Taken together, our data show a novel system of RokL6 as a regulator that controls the expression of the MFS transporter SCO1448, which in turn protects cells against GlcN toxicity, most likely by exporting toxic metabolites out of the cell. IMPORTANCECentral metabolism plays a key role in the control of growth and antibiotic production in streptomycetes. Specifically, aminosugars act as signaling molecules that affect development and antibiotic production, via metabolic interference with the global repressor DasR. While aminosugar metabolism directly connects to other major metabolic routes such as glycolysis and cell wall synthesis, several important aspects of their metabolism are yet unresolved. Accumulation of N-acetylglucosamine 6-phosphate (GlcNAc-6P) or glucosamine 6-phosphate (GlcN-6P) is lethal to many bacteria, a yet unresolved phenomenon referred to as "aminosugar sensitivity". We made use of this concept by selecting for suppressors in genes related to GlcN toxicity in nagB mutants, which showed that the gene pair of rok-family regulatory gene rokL6 and MFS transporter gene sco1448 forms a cryptic rescue mechanism. Inactivation of rokL6 resulted in the expression of sco1448, which then prevents toxicity of amino sugar-derived metabolites in Streptomyces. The systems biology of RokL6 and its transcriptional control of sco1448 sheds new light on aminosugar metabolism in streptomycetes and on the response of bacteria to aminosugar toxicity.

microbiology↗

bioRxiv2022

FERMO: a Dashboard for Streamlined Rationalized Prioritization of Molecular Features from Mass Spectrometry Data

Small molecules shape phenotypic variation by modulating biological processes, yet linking specific molecules to observed traits remains challenging due to the complexity of biological samples. Liquid chromatography-tandem mass spectrometry routinely detects hundreds of molecules per sample, and computational tools aid in the selection of the biologically relevant subset by organizing, annotating, and integrating orthogonal data. Existing tools typically focus on facilitating data-driven exploration to support manual interpretation, rather than more objective, data-driven prioritization and hypothesis-generation. Here, we introduce FERMO, a free online dashboard interface for prioritization of molecular features and samples associated with phenotypes of interest. FERMOs modular framework automates data processing, annotation, and integration of standardized phenotypic and other metadata. FERMO supports both exploratory and targeted analysis through efficient interactive visualization, reproducible prioritization, and data filtering. We demonstrate FERMOs utility in benchmarking studies prioritizing bioactive compounds from complex biological matrices. FERMO is freely available at https://fermo.bioinformatics.nl/.

bioinformatics↗

bioRxiv2021

New from old: discovery of the novel antibiotic actinomycin L in Streptomyces sp. MBT27

Streptomycetes are major producers of bioactive natural products, including the majority of the antibiotics. While much if the low-hanging fruit has been discovered, it is predited that less than 5% of the chemical space has been mined. Here, we describe the novel actinomycins L1 and L2, which are produced by Streptomyces sp. MBT27. The molecules were discovered via metabolic analysis combined with molecular networking of cultures grown with different combinations of carbon sources. Actinomycins L1 and L2 are diastereoisomers, and the structure of actinomycin L2 was resolved using NMR and single crystal X-ray crystallography. Actinomycin L is formed via a unique spirolinkage of anthranilamide to the 4-oxoproline moiety of actinomycin X2, prior to the condensation of the actinomycin halves. Feeding anthranilamide to cultures of Streptomyces antibioticus, which has the same biosynthetic gene cluster as Streptomyces sp. MBT27 but only produces actinomycin X2, resulted in the production of actinomycin L. This shows that actinomycin L results from joining two distinct metabolic pathways, namely those for actinomycin X2 and for anthranilamide. Actinomycins L1 and L2 showed significant antimicrobial activity against Gram- positive bacteria. Our work shows how new molecules can still be identified even in the oldest of natural product families. IMPORTANCEActinomycin was the first antibiotic discovered in an actinobacterium by Selman Waksman and colleagues, as early as 1940. This period essentially marks the start of the golden era of antibiotic discovery. Over time, emerging antimicrobial resistance (AMR) and the declining success rate of antibiotic discovery resulted in the current antibiotic crisis. We surprisingly discovered that under some growth conditions, Streptomyces sp. MBT27 can produce actinomycins that are significantly different from those that have been published so far. The impact of this work is not only that we have discovered a novel molecule with very interesting chemical modifications in one of the oldest antibiotics ever described, but also that this requires the combined action of primary and secondary metabolic pathways, namely the biosynthesis of anthranilamide and of actinomycin X2, respectively. The implication of the discovery is that even the most well-studied families of natural products may still have surprises in store for us.

microbiology↗

bioRxiv2021

The nucleoid-associated protein Gbn binds to GATC sequences and affects sporulation and antibiotic production in Streptomyces

Bacterial chromosome structure is organized by a diverse group of proteins collectively referred to as nucleoid-associated proteins (NAPs). Many NAPs have been well studied in Streptomyces, including Lsr2, HupA, HupS, and sIHF. Here, we show that SCO1839 represents a novel family of Actinobacteria NAPs and recognizes a consensus sequence consisting of GATC followed by (A/T)T. The protein was designated Gbn for GATC-binding NAP. Deletion of gbn led to alterations in development and antibiotic production in Streptomyces coelicolor. Chromatin immunoprecipitation sequencing (ChIP-Seq) detected more than 2800 binding regions, encompassing some 3600 GATCWT motifs, which comprise 55% of all such motifs in the S. coelicolor genome. DNA binding of Gbn in vitro increased DNA stiffness but not compaction, suggesting a role in regulation rather than chromosome organization. Transcriptomics analysis showed that Gbn binding generally leads to reduced gene expression. The DNA binding profiles were nearly identical between vegetative and aerial growth. Exceptions are SCO1311 and SCOt32, for a tRNA editing enzyme and a tRNA that recognises the rare leucine codon CUA, respectively, which nearly exclusively bound during vegetative growth. Taken together, our data show that Gbn is a highly pleiotropic NAP that impacts growth and development in streptomycetes. IMPORTANCEA large part of the chemical space of bioactive natural products is derived from Actinobacteria. Many of the biosynthetic gene clusters for these compounds are cryptic, in others words, they are expressed in nature but not in the laboratory. Understanding the global regulatory networks that control gene expression is key to the development of approaches to activate this biosynthetic potential. Chromosome structure has a major impact on the control of gene expression. In bacteria, the organization of chromosome structure is mediated by a diverse group of proteins referred to collectively as nucleoid-associated proteins (NAPs), which play an important role in the control of gene expression, nucleoid structure and DNA repair. We here present the discovery of a novel and extremely pleiotropic NAP, which we refer to as Gbn. Gbn is a sporulation-specific protein that occurs only in the Actinobacteria and binds to GATC sequences, with a subtle but broad effect on global gene expression. The discovery of Gbn is a new step towards better understanding of how gene expression and chromosome structure is governed in antibiotic-producing streptomycetes.

molecular biology↗

bioRxiv2020

Branching of sporogenic aerial hyphae in sflA and sflB mutants of Streptomyces coelicolor correlates to ectopic localization of DivIVA and FtsZ in time and space

Bacterial cytokinesis starts with the polymerization of the tubulin-like FtsZ, which forms the cell division scaffold. SepF aligns FtsZ polymers and also acts as a membrane anchor for the Z-ring. While in most bacteria cell division takes place at midcell, during sporulation of Streptomyces many septa are laid down almost simultaneously in multinucleoid aerial hyphae. The genomes of streptomycetes encode two additional SepF paralogs, SflA and SflB, which can interact with SepF. Here we show that the sporogenic aerial hyphae of sflA and sflB mutants of Streptomyces coelicolor frequently branch, a phenomenon never seen in the wild-type strain. The branching coincided with ectopic localization of DivIVA along the lateral wall of sporulating aerial hyphae. Constitutive expression of SflA and SflB largely inhibited hyphal growth, further correlating SflAB activity to that of DivIVA. SflAB localized in foci prior to and after the time of sporulation-specific cell division, while SepF co-localized with active septum synthesis. Foci of FtsZ and DivIVA frequently persisted between adjacent spores in spore chains of sflA and sflB mutants, at sites occupied by SflAB in wild-type cells. This may be caused by the persistance of SepF multimers in the absence of SflAB. Taken together, our data show that SflA and SflB play an important role in the control of growth and cell division during Streptomyces development.

microbiology↗

bioRxiv2020

Integration of machine learning and pan-genomics expands the biosynthetic landscape of RiPP natural products

Most clinical drugs are based on microbial natural products, with compound classes including polyketides (PKS), non-ribosomal peptides (NRPS), fluoroquinones and ribosomally synthesized and post-translationally modified peptides (RiPPs). While variants of biosynthetic gene clusters (BGCs) for known classes of natural products are easy to identify in genome sequences, BGCs for new compound classes escape attention. In particular, evidence is accumulating that for RiPPs, subclasses known thus far may only represent the tip of an iceberg. Here, we present decRiPPter (Data-driven Exploratory Class-independent RiPP TrackER), a RiPP genome mining algorithm aimed at the discovery of novel RiPP classes. DecRiPPter combines a Support Vector Machine (SVM) that identifies candidate RiPP precursors with pan-genomic analyses to identify which of these are encoded within operon-like structures that are part of the accessory genome of a genus. Subsequently, it prioritizes such regions based on the presence of new enzymology and based on patterns of gene cluster and precursor peptide conservation across species. We then applied decRiPPter to mine 1,295 Streptomyces genomes, which led to the identification of 42 new candidate RiPP families that could not be found by existing programs. One of these was studied further and elucidated as a novel subfamily of lanthipeptides, designated Class V. Two previously unidentified modifying enzymes are proposed to create the hallmark lanthionine bridges. Taken together, our work highlights how novel natural product families can be discovered by methods going beyond sequence similarity searches to integrate multiple pathway discovery criteria. Code and data availabilityThe source code of DecRiPPter is freely available online at https://github.com/Alexamk/decRiPPter. Results of the data analysis are available online at http://www.bioinformatics.nl/~medem005/decRiPPter_strict/index.html and http://www.bioinformatics.nl/~medem005/decRiPPter_mild/index.html (for the strict and mild filters, respectively). All training data and code used to generate these, as well as outputs of the data analyses, are available on Zenodo at doi:10.5281/zenodo.3834818.

microbiology↗

bioRxiv2020

Competition sensing alters antibiotic production in Streptomyces

One of the most important ways that bacteria compete for resources and space is by producing antibiotics that inhibit competitors. Because antibiotic production is costly, the biosynthetic gene clusters coordinating their synthesis are under strict regulatory control and often require "elicitors" to induce expression, including cues from competing strains. Although these cues are common, they are not produced by all competitors and so the phenotypes causing induction remain unknown. By studying interactions between 24 antibiotic-producing streptomycetes we show that inhibition between competitors is common and occurs more frequently if strains are closely related. Next, we show that antibiotic production is more likely to be induced by cues from strains that are closely related or that share secondary metabolite biosynthetic gene clusters (BGCs). Unexpectedly, antibiotic production is less likely to be induced by competitors that inhibit the growth of a focal strain, indicating that cell damage is not a general cue for induction. In addition to induction, antibiotic production often decreased in the presence of a competitor, although this response was not associated with genetic relatedness or overlap in BGCs. Finally, we show that resource limitation increases the chance that antibiotic production declines during competion. Our results reveal the importance of social cues and resource availability in the dynamics of interference competition in streptomycetes. SIGNIFICANCE STATEMENTBacteria secrete antibiotics to inhibit their competitors, but the presence of competitors can determine whether these toxins are produced. Here, we study the role of the competitive and resource environment on antibiotic production in Streptomyces, bacteria renowned for their production of antibiotics. We show that Streptomyces are more likely to produce antibiotics when grown with closely related competitors or that share biosynthetic pathways for secondary metabolites, but not when they are threatened by competitors toxins, in contrast to predictions of the competition sensing hypothesis. Streptomyces also often reduce their output of antibiotics when grown with competitors, especially under nutrient limitation. Our findings highlight that interactions between the social and resource environments strongly regulate antibiotic production in these medicinally important bacteria.

microbiology↗