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1.
Commun Biol ; 7(1): 655, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38806706

ABSTRACT

The gut microbiota influences human health and the development of chronic diseases. However, our understanding of potentially protective or harmful microbe-host interactions at the molecular level is still in its infancy. To gain further insights into the hidden gut metabolome and its impact, we identified a cryptic non-ribosomal peptide BGC in the genome of Bacillus cereus DSM 28590 from the mouse intestine ( www.dsmz.de/miBC ), which was predicted to encode a thiazol(in)e substructure. Cloning and heterologous expression of this BGC revealed that it produces bacillamide D. In-depth functional evaluation showed potent cytotoxicity and inhibition of cell migration using the human cell lines HCT116 and HEK293, which was validated using primary mouse organoids. This work establishes the bacillamides as selective cytotoxins from a bacterial gut isolate that affect mammalian cells. Our targeted structure-function-predictive approach is demonstrated to be a streamlined method to discover deleterious gut microbial metabolites with potential effects on human health.


Subject(s)
Bacillus cereus , Gastrointestinal Microbiome , Bacillus cereus/metabolism , Bacillus cereus/genetics , Animals , Mice , Humans , HEK293 Cells , Cytotoxins/metabolism , Cytotoxins/genetics , HCT116 Cells , Intestines/microbiology , Cell Movement , Organoids/metabolism
2.
Appl Environ Microbiol ; 88(7): e0237321, 2022 04 12.
Article in English | MEDLINE | ID: mdl-35285240

ABSTRACT

Siderophores are low molecular weight iron-chelating molecules that many organisms secrete to scavenge ferric iron from the environment. While cyanobacteria inhabit a wide range of environments with poor iron availability, only two siderophore families have been characterized from this phylum. Herein, we sought to investigate siderophore production in the marine genus, Leptolyngbya. A 12 open reading frame (14.5 kb) putative nonribosomal peptide synthetase-independent siderophore biosynthesis gene cluster, identified in the genome of Leptolyngbya sp. PCC 7376, was cloned and heterologously expressed in Escherichia coli. Under iron-limiting conditions, expression strains harboring the first seven genes (lidA to lidF), produced a potent siderophore, which was subsequently identified via UPLC-MS/MS and NMR as schizokinen. The enzymes encoded by the remaining genes (lidG1 to lidG5) did not appear to be active in E. coli, therefore their function could not be determined. Bioinformatic analysis revealed gene clusters with high homology to lidA to lidF in phylogenetically and biogeographically diverse cyanobacteria, suggesting that schizokinen-based siderophore production is widespread in this phylum. Siderophore yields in E. coli expression strains were significantly higher than those achieved by Leptolyngbya, highlighting the potential of this platform for producing siderophores of industrial value. IMPORTANCE Iron availability limits the growth of many microorganisms, particularly those residing in high nutrient-low chlorophyll aquatic environments. Therefore, characterizing iron acquisition pathways in phytoplankton is essential for understanding nutrient cycling in our oceans. The results of this study suggest that Leptolyngbya sp. PCC 7376, and many other cyanobacteria, use schizokinen-based iron chelators (siderophores) to scavenge iron from the environment. We have shown that these pathways are amenable to heterologous expression in E. coli, which expands the limited arsenal of known cyanobacterial siderophores and is advantageous for the downstream overproduction of relevant siderophores of ecological and industrial value.


Subject(s)
Cyanobacteria , Siderophores , Chromatography, Liquid , Cyanobacteria/genetics , Cyanobacteria/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Humans , Hydroxamic Acids , Iron/metabolism , Siderophores/metabolism , Tandem Mass Spectrometry
3.
Nat Commun ; 11(1): 6389, 2020 12 15.
Article in English | MEDLINE | ID: mdl-33319778

ABSTRACT

Our knowledge about the gut microbiota of pigs is still scarce, despite the importance of these animals for biomedical research and agriculture. Here, we present a collection of cultured bacteria from the pig gut, including 110 species across 40 families and nine phyla. We provide taxonomic descriptions for 22 novel species and 16 genera. Meta-analysis of 16S rRNA amplicon sequence data and metagenome-assembled genomes reveal prevalent and pig-specific species within Lactobacillus, Streptococcus, Clostridium, Desulfovibrio, Enterococcus, Fusobacterium, and several new genera described in this study. Potentially interesting functions discovered in these organisms include a fucosyltransferase encoded in the genome of the novel species Clostridium porci, and prevalent gene clusters for biosynthesis of sactipeptide-like peptides. Many strains deconjugate primary bile acids in in vitro assays, and a Clostridium scindens strain produces secondary bile acids via dehydroxylation. In addition, cells of the novel species Bullifex porci are coccoidal or spherical under the culture conditions tested, in contrast with the usual helical shape of other members of the family Spirochaetaceae. The strain collection, called 'Pig intestinal bacterial collection' (PiBAC), is publicly available at www.dsmz.de/pibac and opens new avenues for functional studies of the pig gut microbiota.


Subject(s)
Bacteria/classification , Bacteria/isolation & purification , Gastrointestinal Microbiome , Intestines/microbiology , Phylogeny , Swine/microbiology , Aged, 80 and over , Animals , Bacteria/genetics , Bacteria/metabolism , Bile Acids and Salts/metabolism , Biodiversity , Clostridium/classification , Clostridium/genetics , Clostridium/isolation & purification , Feces/microbiology , Female , Gastrointestinal Microbiome/genetics , Genes, Bacterial/genetics , Host Specificity , Humans , Male , Metagenome , Multigene Family , RNA, Ribosomal, 16S
4.
ACS Synth Biol ; 8(5): 1187-1194, 2019 05 17.
Article in English | MEDLINE | ID: mdl-31042359

ABSTRACT

The microcystins are a large group of cyclic peptide hepatotoxins produced by several genera of freshwater cyanobacteria. The genes responsible for microcystin biosynthesis are encoded within a large (∼55 kbp) gene cluster, mcyA-J. The recent establishment of a cyanotoxin heterologous expression system in Escherichia coli has provided the means to study microcystin biosynthesis in a genetically tractable, rapidly growing host. Using this system, we demonstrate that deletion of the ABC-transporter, mcyH, and dehydrogenase, mcyI, abolishes microcystin production, while deletion of the O-methyltransferase, mcyJ, results in the production of the demethylated (DM) toxin [d-Asp3, DMAdda5]microcystin-LR. Both methylated and DM toxin variants were heterologously produced at high titers and efficiently exported into the extracellular medium, enabling easy purification. The results show that the mcy gene cluster can be engineered in E. coli to study the function of its individual components and direct the synthesis of particular microcystin variants. This technology could potentially be applied to other natural products of ecological and biomedical significance.


Subject(s)
ATP-Binding Cassette Transporters/genetics , Bacterial Proteins/genetics , Microcystins/metabolism , ATP-Binding Cassette Transporters/metabolism , Bacterial Proteins/metabolism , Chromatography, High Pressure Liquid , Escherichia coli/metabolism , Microcystins/analysis , Microcystins/chemistry , Multigene Family , Mutagenesis , Protein O-Methyltransferase/deficiency , Protein O-Methyltransferase/genetics , Tandem Mass Spectrometry
5.
Nat Prod Rep ; 36(8): 1117-1136, 2019 08 14.
Article in English | MEDLINE | ID: mdl-30556569

ABSTRACT

Covering: up to 2018 Marine and freshwater cyanobacteria produce a variety of toxic compounds that pose a threat to the health of humans, livestock and natural ecosystems world-wide. Significant research efforts have been directed towards understanding the biosynthesis of these cyanotoxins in an attempt to reduce their deleterious effects on water quality and, more recently, to harness their biotechnological potential. While a variety of complementary methods (such as bioinformatic analyses and isotope feeding studies) have been employed over the last three decades to address knowledge gaps in this field, this review focuses on the utility of heterologous expression and biochemical studies, including emerging technologies for engineering and expressing complete cyanotoxin gene clusters.


Subject(s)
Bacterial Toxins/biosynthesis , Cyanobacteria/metabolism , Animals , Biosynthetic Pathways , Fresh Water/microbiology , Humans , Marine Toxins/chemistry , Marine Toxins/toxicity , Seawater/microbiology
6.
ACS Synth Biol ; 7(4): 1143-1151, 2018 04 20.
Article in English | MEDLINE | ID: mdl-29562128

ABSTRACT

Phosphopantetheinyl transferases catalyze the post-translational modification of carrier proteins involved in both primary and secondary metabolism. The functional expression of polyketide synthases and nonribosomal peptide synthetases requires the activation of all carrier protein domains by phosphopantetheinyl transferases. Here we describe the characterization of five bacterial phosphopantetheinyl transferases by their substrate specificity and catalytic efficiency of four cyanobacterial carrier proteins. Comparative in vitro phosphopantetheinylation analysis showed Sfp possesses the highest catalytic efficiency over various carrier proteins. In vivo coexpression of phosphopantetheinyl transferases with carrier proteins revealed a broad range substrate specificity of phosphopantetheinyl transferases; all studied phosphopantetheinyl transferases were capable of converting apo- carrier proteins, sourced from diverse biosynthetic enzymes, to their active holo form. Phosphopantetheinyl transferase coexpression with the hybrid nonribosomal peptide synthetases/polyketide synthases responsible for microcystin biosynthesis confirmed that the higher in vitro activity of Sfp translated in vivo to a higher yield of production.


Subject(s)
Bacterial Proteins/metabolism , Biological Products/metabolism , Carrier Proteins/metabolism , Cyanobacteria/metabolism , Transferases (Other Substituted Phosphate Groups)/chemistry , Transferases (Other Substituted Phosphate Groups)/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Carrier Proteins/genetics , Computer Simulation , Cyanobacteria/chemistry , Hydrogen Bonding , Microcystins/genetics , Microcystins/metabolism , Peptide Synthases/genetics , Peptide Synthases/metabolism , Polyketide Synthases/metabolism , Protein Processing, Post-Translational , Substrate Specificity , Transferases (Other Substituted Phosphate Groups)/genetics
7.
ACS Chem Biol ; 12(8): 2021-2029, 2017 08 18.
Article in English | MEDLINE | ID: mdl-28570054

ABSTRACT

Microcystins are globally the most commonly occurring freshwater cyanotoxins, causing acute poisoning and chronically inducing hepatocellular carcinoma. However, the detection and toxicological study of microcystins is hampered by the limited availability and high cost of pure toxin standards. Biosynthesis of microcystin variants in a fast-growing heterologous host offers a promising method of achieving reliable and economically viable alternative to isolating toxin from slow-growing cyanobacterial cultures. Here, we report the heterologous expression of recombinant microcystin synthetases in Escherichia coli to produce [d-Asp3]microcystin-LR and microcystin-LR. We assembled a 55 kb hybrid polyketide synthase/nonribosomal peptide synthetase gene cluster from Microcystis aeruginosa PCC 7806 using Red/ET recombineering and replaced the native promoters with an inducible PtetO promoter to yield microcystin titers superior to M. aeruginosa. The expression platform described herein can be tailored to heterologously produce a wide variety of microcystin variants, and potentially other cyanobacterial natural products of commercial relevance.


Subject(s)
Bacterial Toxins/biosynthesis , Bacterial Toxins/genetics , Cyanobacteria/genetics , Escherichia coli/genetics , Industrial Microbiology/methods , Marine Toxins/biosynthesis , Marine Toxins/genetics , Microcystins/chemistry , Recombinant Proteins/biosynthesis , Recombinant Proteins/genetics , Bacterial Proteins/genetics , Bacterial Toxins/metabolism , Cyanobacteria/enzymology , Cyanobacteria Toxins , Marine Toxins/metabolism , Microcystins/biosynthesis , Microcystins/genetics , Microcystins/metabolism , Multigene Family/genetics , Peptide Synthases/genetics , Promoter Regions, Genetic/genetics
8.
Bioresour Technol ; 152: 371-6, 2014.
Article in English | MEDLINE | ID: mdl-24316480

ABSTRACT

The protective effect and the mechanisms of trehalose accumulation in industrial Saccharomyces cerevisiae strains were investigated during ethanol fermentation. The engineered strains with more intercellular trehalose achieved significantly higher fermentation rates and ethanol yields than their wild strain ZS during very high gravity (VHG) fermentation, while their performances were not different during regular fermentation. The VHG fermentation performances of these strains were consistent with their growth capacity under osmotic stress and ethanol stress, the key stress factors during VHG fermentation. These results suggest that trehalose accumulation is more important for VHG fermentation of industrial yeast strains than regular one. The differences in membrane integrity and antioxidative capacity of these strains indicated the possible mechanisms of trehalose as a protectant under VHG condition. Therefore, trehalose metabolic engineering may be a useful strategy for improving the VHG fermentation performance of industrial yeast strains.


Subject(s)
Ethanol/metabolism , Fermentation , Industrial Microbiology , Saccharomyces cerevisiae/metabolism , Trehalose/metabolism , Antioxidants/metabolism , Catalase/metabolism , Cell Membrane/metabolism , Gene Deletion , Intracellular Space/metabolism , Metabolic Engineering , Microbial Viability , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae Proteins/metabolism , Stress, Physiological , Superoxide Dismutase/metabolism
9.
Appl Microbiol Biotechnol ; 97(5): 2067-76, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23344998

ABSTRACT

An understanding of the genetic basis underlying the phenotypic variations of yeast strains would guide the breeding of this useful microorganism. Here, comparative functional genomics (CFG) of two bioethanol Saccharomyces cerevisiae strains (YJS329 and ZK2) with different stress tolerances and ethanol fermentation performances were performed. Our analysis indicated that different patterns of gene expression in the central carbon metabolism, antioxidative factors, and membrane compositions of these two strains are the main contributors to their various traits. Some of the differently expressed genes were directly caused by the genomic structural variations between YJS329 and ZK2. Moreover, CFG of these two strains also led to novel insights into the mechanism of stress tolerance in yeast. For example, it was found that more oleic acid in the plasma membrane contributes to the acetic acid tolerance of yeast. Based on the genetic information particular to each strain, strategies to improve their adaptability and ethanol fermentation performances were designed and confirmed. Thus, CFG could not only help reveal basis of phenotypic diversities but also guide the genetic breeding of industrial microorganisms.


Subject(s)
Ethanol/metabolism , Genomics/methods , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , DNA Shuffling/methods , Gene Expression Profiling , Industrial Microbiology/methods , Metabolic Engineering/methods , Metabolic Networks and Pathways/genetics
10.
BMC Microbiol ; 12: 197, 2012 Sep 08.
Article in English | MEDLINE | ID: mdl-22958453

ABSTRACT

BACKGROUND: Pelgipeptin, a potent antibacterial and antifungal agent, is a non-ribosomally synthesised lipopeptide antibiotic. This compound consists of a ß-hydroxy fatty acid and nine amino acids. To date, there is no information about its biosynthetic pathway. RESULTS: A potential pelgipeptin synthetase gene cluster (plp) was identified from Paenibacillus elgii B69 through genome analysis. The gene cluster spans 40.8 kb with eight open reading frames. Among the genes in this cluster, three large genes, plpD, plpE, and plpF, were shown to encode non-ribosomal peptide synthetases (NRPSs), with one, seven, and one module(s), respectively. Bioinformatic analysis of the substrate specificity of all nine adenylation domains indicated that the sequence of the NRPS modules is well collinear with the order of amino acids in pelgipeptin. Additional biochemical analysis of four recombinant adenylation domains (PlpD A1, PlpE A1, PlpE A3, and PlpF A1) provided further evidence that the plp gene cluster involved in pelgipeptin biosynthesis. CONCLUSIONS: In this study, a gene cluster (plp) responsible for the biosynthesis of pelgipeptin was identified from the genome sequence of Paenibacillus elgii B69. The identification of the plp gene cluster provides an opportunity to develop novel lipopeptide antibiotics by genetic engineering.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Biosynthetic Pathways/genetics , Lipopeptides/biosynthesis , Multigene Family , Paenibacillus/genetics , Paenibacillus/metabolism , Computational Biology , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , Genome, Bacterial , Molecular Sequence Data , Open Reading Frames , Peptide Synthases/genetics , Sequence Analysis, DNA , Substrate Specificity
11.
BMC Genomics ; 13: 479, 2012 Sep 15.
Article in English | MEDLINE | ID: mdl-22978491

ABSTRACT

BACKGROUND: Environmental stresses and inhibitors encountered by Saccharomyces cerevisiae strains are the main limiting factors in bioethanol fermentation. Strains with different genetic backgrounds usually show diverse stress tolerance responses. An understanding of the mechanisms underlying these phenotypic diversities within S. cerevisiae populations could guide the construction of strains with desired traits. RESULTS: We explored the genetic characteristics of the bioethanol S. cerevisiae strain YJS329 and elucidated how genetic variations in its genome were correlated with specified traits compared to similar traits in the S288c-derived strain, BYZ1. Karyotypic electrophoresis combined with array-comparative genomic hybridization indicated that YJS329 was a diploid strain with a relatively constant genome as a result of the fewer Ty elements and lack of structural polymorphisms between homologous chromosomes that it contained. By comparing the sequence with the S288c genome, a total of 64,998 SNPs, 7,093 indels and 11 unique genes were identified in the genome of YJS329-derived haploid strain YJSH1 through whole-genome sequencing. Transcription comparison using RNA-Seq identified which of the differentially expressed genes were the main contributors to the phenotypic differences between YJS329 and BYZ1. By combining the results obtained from the genome sequences and the transcriptions, we predicted how the SNPs, indels and chromosomal copy number variations may affect the mRNA expression profiles and phenotypes of the yeast strains. Furthermore, some genetic breeding strategies to improve the adaptabilities of YJS329 were designed and experimentally verified. CONCLUSIONS: Through comparative functional genomic analysis, we have provided some insights into the mechanisms underlying the specific traits of the bioenthanol strain YJS329. The work reported here has not only enriched the available genetic resources of yeast but has also indicated how functional genomic studies can be used to improve genetic breeding in yeast.


Subject(s)
Genetic Variation , Genome, Fungal , Industrial Microbiology , Saccharomyces cerevisiae/genetics , Comparative Genomic Hybridization , DNA Copy Number Variations , Ethanol/metabolism , Fermentation , Genomics/methods , INDEL Mutation , Open Reading Frames , Phenotype , Polymorphism, Single Nucleotide , Saccharomyces cerevisiae/physiology , Sequence Analysis, DNA , Stress, Physiological
12.
PLoS One ; 7(2): e31235, 2012.
Article in English | MEDLINE | ID: mdl-22363590

ABSTRACT

Very high gravity (VHG) fermentation is aimed to considerably increase both the fermentation rate and the ethanol concentration, thereby reducing capital costs and the risk of bacterial contamination. This process results in critical issues, such as adverse stress factors (ie., osmotic pressure and ethanol inhibition) and high concentrations of metabolic byproducts which are difficult to overcome by a single breeding method. In the present paper, a novel strategy that combines metabolic engineering and genome shuffling to circumvent these limitations and improve the bioethanol production performance of Saccharomyces cerevisiae strains under VHG conditions was developed. First, in strain Z5, which performed better than other widely used industrial strains, the gene GPD2 encoding glycerol 3-phosphate dehydrogenase was deleted, resulting in a mutant (Z5ΔGPD2) with a lower glycerol yield and poor ethanol productivity. Second, strain Z5ΔGPD2 was subjected to three rounds of genome shuffling to improve its VHG fermentation performance, and the best performing strain SZ3-1 was obtained. Results showed that strain SZ3-1 not only produced less glycerol, but also increased the ethanol yield by up to 8% compared with the parent strain Z5. Further analysis suggested that the improved ethanol yield in strain SZ3-1 was mainly contributed by the enhanced ethanol tolerance of the strain. The differences in ethanol tolerance between strains Z5 and SZ3-1 were closely associated with the cell membrane fatty acid compositions and intracellular trehalose concentrations. Finally, genome rearrangements in the optimized strain were confirmed by karyotype analysis. Hence, a combination of genome shuffling and metabolic engineering is an efficient approach for the rapid improvement of yeast strains for desirable industrial phenotypes.


Subject(s)
DNA Shuffling/methods , Fermentation/physiology , Hypergravity , Metabolic Engineering/methods , Saccharomyces cerevisiae/physiology , Adaptation, Physiological/drug effects , Cell Membrane/drug effects , Cell Membrane/metabolism , Chromosomes, Fungal/genetics , Electrophoresis, Gel, Pulsed-Field , Ergosterol/metabolism , Ethanol/pharmacology , Fatty Acids/metabolism , Fermentation/drug effects , Gene Expression Regulation, Fungal/drug effects , Gene Rearrangement/drug effects , Genes, Fungal/genetics , Genetic Testing , Genomic Instability , Industrial Microbiology , Karyotyping , Mutation/genetics , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/genetics , Stress, Physiological/drug effects , Trehalose/metabolism
13.
Bioresour Technol ; 108: 203-10, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22269055

ABSTRACT

A challenge associated with the ethanol productivity under very-high-gravity (VHG) conditions, optimizing multi-traits (i.e. byproduct formation and stress tolerance) of industrial yeast strains, is overcome by a combination of metabolic engineering and genome shuffling. First, industrial strain Y12 was deleted with a glycerol exporter Fps1p and hetero-expressed with glyceraldehydes-3-phosphate dehydrogenase, resulting in the modified strain YFG12 with lower glycerol yield. Second, YFG12 was subjected to three rounds of drug resistance marker-aided genome shuffling to increase its ethanol tolerance, and the best shuffled strain TS5 was obtained. Compared with wild strain Y12, shuffled strain TS5 not only decreased glycerol formation by 14.8%, but also increased fermentation rate and ethanol yield by 3.7% and 7.6%, respectively. Moreover, the system of genetic modification and Cre/loxP in aid of three different drug-resistance markers presented in the study significantly improved breeding efficiency and will facilitate the application of breeding technologies in prototrophic industrial microorganisms.


Subject(s)
Ethanol/metabolism , Genome, Fungal/genetics , Glycerol/metabolism , Industrial Microbiology/methods , Metabolic Engineering/methods , Saccharomyces cerevisiae/metabolism , Analysis of Variance , DNA Primers/genetics , Drug Resistance, Fungal/genetics , Fermentation/genetics , Fermentation/physiology , Glyceraldehyde-3-Phosphate Dehydrogenases/metabolism , Mutagenesis , Plasmids/genetics , Saccharomyces cerevisiae/genetics
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