Metagenomic Clones Research Articles

Enzymes for the laundry industries: tapping the vast metagenomic pool of alkaline proteases

SummaryIn the wide field of laundry and cleaning applications, there is an unbroken need for novel detergent proteases excelling in high stability and activity and a suitable substrate range. We demonstrated the large amount of highly diverse subtilase sequences present in metagenomic DNA by recovering 57 non‐redundant subtilase sequence tags with degenerate primers. Furthermore, an activity‐ as well as a sequence homology‐based screening of metagenomic DNA libraries was carried out, using alkaline soil and habitat enrichments as a source of DNA. In this way, 18 diverse full‐length protease genes were recovered, sharing only 37–85% of their amino acid residues with already known protease genes. Active clones were biochemically characterized and subjected to a laundry application assay, leading to the identification of three promising detergent proteases. According to sequence similarity, two proteases (HP53 and HP70) can be classified as subtilases, while the third enzyme (HP23) belongs to chymotrypsin‐like S1 serine proteases, a class of enzymes that has not yet been described for the use in laundry and cleaning applications.

Taxonomic and functional assignment of cloned sequences from high Andean forest soil metagenome

Total metagenomic DNA was isolated from high Andean forest soil and subjected to taxonomical and functional composition analyses by means of clone library generation and sequencing. The obtained yield of 1.7μg of DNA/g of soil was used to construct a metagenomic library of approximately 20,000 clones (in the plasmid p-Bluescript II SK+) with an average insert size of 4Kb, covering 80Mb of the total metagenomic DNA. Metagenomic sequences near the plasmid cloning site were sequenced and them trimmed and assembled, obtaining 299 reads and 31 contigs (0.3Mb). Taxonomic assignment of total sequences was performed by BLASTX, resulting in 68.8, 44.8 and 24.5% classification into taxonomic groups using the metagenomic RAST server v2.0, WebCARMA v1.0 online system and MetaGenome Analyzer v3.8 software, respectively. Most clone sequences were classified as Bacteria belonging to phlya Actinobacteria, Proteobacteria and Acidobacteria. Among the most represented orders were Actinomycetales (34% average), Rhizobiales, Burkholderiales and Myxococcales and with a greater number of sequences in the genus Mycobacterium (7% average), Frankia, Streptomyces and Bradyrhizobium. The vast majority of sequences were associated with the metabolism of carbohydrates, proteins, lipids and catalytic functions, such as phosphatases, glycosyltransferases, dehydrogenases, methyltransferases, dehydratases and epoxide hydrolases. In this study we compared different methods of taxonomic and functional assignment of metagenomic clone sequences to evaluate microbial diversity in an unexplored soil ecosystem, searching for putative enzymes of biotechnological interest and generating important information for further functional screening of clone libraries.

A polyphasic approach to the exploration of collagenolytic activity in the bacterial community associated with the marine sponge Cymbastela concentrica

Collagen is an important, extracellular structural protein for metazoans and provides a rich nutrient source for bacteria that possess collagen-degrading enzymes. In a symbiotic host system, collagen degradation could benefit the bacteria, but would be harmful for the eukaryotic host. Using a polyphasic approach, we investigated the presence of collagenolytic activity in the bacterial community hosted by the marine sponge Cymbastela concentrica. Functional screening for collagenase activity using metagenomic library clones (227 Mbp) and cultured isolates of sponge's bacterial community, as well as bioinformatic analysis of metagenomic shotgun-sequencing data (106,679 predicted genes) were used. The results show that the abundant members of the bacterial community contain very few genes encoding for collagenolytic enzymes, while some low-abundance sponge isolates possess collagenolytic activities. These findings indicate that collagen is not a preferred nutrient source for the majority of the members of the bacterial community associated with healthy C. concentrica, and that some low-abundance bacteria have collagenase activities that have the potential to harm the sponge through tissue degradation.

Polyketide synthase pathways identified from a metagenomic library are derived from soil Acidobacteria

Polyketides are structurally diverse secondary metabolites, many of which have antibiotic or anticancer activity. Type I modular polyketide synthase (PKS) genes are typically large and encode repeating enzymatic domains that elongate and modify the nascent polyketide chain. A fosmid metagenomic library constructed from an agricultural soil was arrayed and the macroarray was screened for the presence of conserved ketosynthase [β-ketoacyl synthase (KS)] domains, enzymatic domains present in PKSs. Thirty-four clones containing KS domains were identified by Southern hybridization. Many of the KS domains contained within metagenomic clones shared significant similarity to PKS or nonribosomal peptide synthesis genes from members of the Cyanobacteria or the Proteobacteria phyla. However, analysis of complete clone insert sequences indicated that the blast analysis for KS domains did not reflect the true phylogenetic origin of many of these metagenomic clones that had a %G+C content and significant sequence similarity to genes from members of the phylum Acidobacteria. This conclusion of an Acidobacteria origin for several clones was further supported by evidence that cultured soil Acidobacteria from different subdivisions have genetic loci closely related to PKS domains contained within metagenomic clones, suggesting that Acidobacteria may be a source of novel polyketides. This study also demonstrates the utility of combining data from culture-dependent and -independent investigations in expanding our collective knowledge of microbial genomic diversity.

Metagenomic analysis of the 1-aminocyclopropane-1-carboxylate deaminase gene (acdS) operon of an uncultured bacterial endophyte colonizing Solanum tuberosum L

Deamination of the ethylene precursor 1-aminocyclopropane-1-carboxylic acid (ACC) is a key plant-beneficial trait found in many plant growth-promoting bacteria. In this study, we analysed ACC deaminase genes (acdS) of bacterial endophytes colonizing field-grown potato plants. PCR analysis revealed the presence of two types of acdS genes, the dominant one showing high homology to an acdS gene derived from Pseudomonas fluorescens. Construction, functional screening and sequence analysis of metagenomic libraries revealed clones containing the acdS gene identified in the PCR library. Sequence analysis of one metagenomic clone identified the entire acdS operon of an uncultivated endophyte and revealed that the acdS gene is coupled upstream with an acdR transcriptional regulator gene as previously found in P. putida strain UW4 (Grichko and Glick 2000). However, in-silico analysis of 195 fully sequenced, acdS-containing bacterial genomes revealed that the majority of strains, including numerous strains belonging to the genus Pseudomonas, do not contain an acdR regulatory gene in the vicinity of the acdS gene or elsewhere in the genome. The acdR (+)-acdS (+) operon was exclusively found in several Alpha- and Betaproteobacteria most prominently in the genus Burkholderia.

Functional Metagenomics: A High Throughput Screening Method to Decipher Microbiota-Driven NF-κB Modulation in the Human Gut

Background/AimThe human intestinal microbiota plays an important role in modulation of mucosal immune responses. To study interactions between intestinal epithelial cells (IECs) and commensal bacteria, a functional metagenomic approach was developed. One interest of metagenomics is to provide access to genomes of uncultured microbes. We aimed at identifying bacterial genes involved in regulation of NF-κB signaling in IECs. A high throughput cell-based screening assay allowing rapid detection of NF-κB modulation in IECs was established using the reporter-gene strategy to screen metagenomic libraries issued from the human intestinal microbiota.MethodsA plasmid containing the secreted alkaline phosphatase (SEAP) gene under the control of NF-κB binding elements was stably transfected in HT-29 cells. The reporter clone HT-29/kb-seap-25 was selected and characterized. Then, a first screening of a metagenomic library from Crohn's disease patients was performed to identify NF-κB modulating clones. Furthermore, genes potentially involved in the effect of one stimulatory metagenomic clone were determined by sequence analysis associated to mutagenesis by transposition.ResultsThe two proinflammatory cytokines, TNF-α and IL-1β, were able to activate the reporter system, translating the activation of the NF-κB signaling pathway and NF-κB inhibitors, BAY 11-7082, caffeic acid phenethyl ester and MG132 were efficient. A screening of 2640 metagenomic clones led to the identification of 171 modulating clones. Among them, one stimulatory metagenomic clone, 52B7, was further characterized. Sequence analysis revealed that its metagenomic DNA insert might belong to a new Bacteroides strain and we identified 2 loci encoding an ABC transport system and a putative lipoprotein potentially involved in 52B7 effect on NF-κB.ConclusionsWe have established a robust high throughput screening assay for metagenomic libraries derived from the human intestinal microbiota to study bacteria-driven NF-κB regulation. This opens a strategic path toward the identification of bacterial strains and molecular patterns presenting a potential therapeutic interest.

Reprint of: Screening for hydrocarbon biodegraders in a metagenomic clone library derived from Brazilian petroleum reservoirs

Metagenomics has been successfully applied to isolate novel biocatalysts from diverse environments and functional screening has been used as the primary technique to identify clones carrying the desired traits. This work aimed at the construction and screening of a metagenomic library as a source of potential hydrocarbon biodegraders. A library of 31000 clones was obtained from aerobic and anaerobic enrichments generated using a biodegraded petroleum sample collected at the Potiguar Basin in Brazil as an inoculum. A total of 5000 clones were randomly selected for high throughput screening of hexadecane biodegradation, revealing 72 positive hits. These were further evaluated using gas chromatography–mass spectrometry (GC–MS), outstanding hexadecane biodegradation ability (>70%) being detected in five clones.

Abundance of sulphur-oxidizing bacteria in coastal aquaculture using soxB gene analyses

Molecular techniques based on sequencing of metagenomic clone libraries provide an insight into the diversity of microbial populations. Using nucleic acid-based methods, the diversity of soxB genes was examined to detect and characterize sulphur-oxidizing bacteria in Indian coastal aquaculture environments. Gene-specific degenerate primers were used to amplify various fragments (710, 753, 483–503, 280 and 239 bp) of soxB genes. Metagenomic clone libraries were constructed for 753, 483–503 and 239 bp fragments of soxB genes. The abundance of soxB revealed the presence of sulphur-oxidizing organisms. Amino acids in parts of the soxB-encoded proteins were aligned to known conserved amino acid residues. The level of conservation ranged from 23% to 30%. A phylogenetic tree constructed from aligned amino acid sequences of SoxB revealed different clusters associated with the branches of phototrophic α- and γ-proteobacteria. In general, soxB is widespread among the various phylogenetic groups, although this does not necessarily mean that the organism can use sulphur compounds. Our results suggest that the chemolithoautotrophy based on sulphur oxidation in coastal aquaculture is primarily sustained by the presence of sulphur oxidizers, which involve the soxB gene. This study aids identification of the phylogenetic characteristics related to sulphur bioremediation in poorly characterized coastal aquaculture environments.

Muramidases found in the foregut microbiome of the Tammar wallaby can direct cell aggregation and biofilm formation

We describe here the role of muramidases present in clones of metagenomic DNA that result in cell aggregation and biofilm formation by Escherichia coli. The metagenomic clones were obtained from uncultured Lachnospiraceae-affiliated bacteria resident in the foregut microbiome of the Tammar wallaby. One of these fosmid clones (p49C2) was chosen for more detailed studies and a variety of genetic methods were used to delimit the region responsible for the phenotype to an open reading frame of 1425 bp. Comparative sequence analysis with other fosmid clones giving rise to the same phenotype revealed the presence of muramidase homologues with the same modular composition. Phylogenetic analysis of the fosmid sequence data assigned these fosmid inserts to recently identified, but uncultured, phylogroups of Lachnospiraceae believed to be numerically dominant in the foregut microbiome of the Tammar wallaby. The muramidase is a modular protein containing putative N-acetylmuramoyl-L-alanine amidase and an endo-β-N-acetylglucosaminidase catalytic module, with a similar organization and functional properties to some Staphylococcal autolysins that also confer adhesive properties and biofilm formation. We also show here that the cloned muramidases result in the production of extracellular DNA, which appears to be the key for biofilm formation and autoaggregation. Collectively, these findings suggest that biofilm formation and cell aggregation in gut microbiomes might occur via the concerted action of carbohydrate-active enzymes and the production of extracellular DNA to serve as a biofilm scaffold.

A metagenomic β-glucuronidase uncovers a core adaptive function of the human intestinal microbiome.

In the human gastrointestinal tract, bacterial β-D-glucuronidases (BG; E.C. 3.2.1.31) are involved both in xenobiotic metabolism and in some of the beneficial effects of dietary compounds. Despite their biological significance, investigations are hampered by the fact that only a few BGs have so far been studied. A functional metagenomic approach was therefore performed on intestinal metagenomic libraries using chromogenic glucuronides as probes. Using this strategy, 19 positive metagenomic clones were identified but only one exhibited strong β-D-glucuronidase activity when subcloned into an expression vector. The cloned gene encoded a β-D-glucuronidase (called H11G11-BG) that had distant amino acid sequence homologies and an additional C terminus domain compared with known β-D-glucuronidases. Fifteen homologs were identified in public bacterial genome databases (38-57% identity with H11G11-BG) in the Firmicutes phylum. The genomes identified derived from strains from Ruminococcaceae, Lachnospiraceae, and Clostridiaceae. The genetic context diversity, with closely related symporters and gene duplication, argued for functional diversity and contribution to adaptive mechanisms. In contrast to the previously known β-D-glucuronidases, this previously undescribed type was present in the published microbiome of each healthy adult/child investigated (n = 11) and was specific to the human gut ecosystem. In conclusion, our functional metagenomic approach revealed a class of BGs that may be part of a functional core specifically evolved to adapt to the human gut environment with major health implications. We propose consensus motifs for this unique Firmicutes β-D-glucuronidase subfamily and for the glycosyl hydrolase family 2.

Sequence analysis of a salt tolerant metagenomic clone.

Metagenome represent an unlimited resource for discovery of novel genes. Here we report, sequence analysis of a salt tolerant metagenomic clone (6B4) from a pond water metagenomic library. Clone 6B4 had an insert of 2254 bp with G+C composition of 64.06%. DNA sequence from 6B4 showed homology to DNA sequences from pro-teobacteria indicating origin of 6B4 metagenomic insert from a yet uncharacterized proteobacteria. Two encoded proteins from clone 6B4 showed match with ATP-depen-dent Clp protease adaptor protein (ClpS) and phasin, while two truncated encoded proteins showed match with poly-3-hydroxybutyrate synthase and permease. Clp complex is known to play a role in stress tolerance. Expression of ClpS from metagenomic clone is proposed to be responsible for salt tolerance of the metagenomic clone 6B4.

Metagenomic Analysis of Apple Orchard Soil Reveals Antibiotic Resistance Genes Encoding Predicted Bifunctional Proteins

To gain insight into the diversity and origins of antibiotic resistance genes, we identified resistance genes in the soil in an apple orchard using functional metagenomics, which involves inserting large fragments of foreign DNA into Escherichia coli and assaying the resulting clones for expressed functions. Among 13 antibiotic-resistant clones, we found two genes that encode bifunctional proteins. One predicted bifunctional protein confers resistance to ceftazidime and contains a natural fusion between a predicted transcriptional regulator and a beta-lactamase. Sequence analysis of the entire metagenomic clone encoding the predicted bifunctional beta-lactamase revealed a gene potentially involved in chloramphenicol resistance as well as a predicted transposase. A second clone that encodes a predicted bifunctional protein confers resistance to kanamycin and contains an aminoglycoside acetyltransferase domain fused to a second acetyltransferase domain that, based on nucleotide sequence, was predicted not to be involved in antibiotic resistance. This is the first report of a transcriptional regulator fused to a beta-lactamase and of an aminoglycoside acetyltransferase fused to an acetyltransferase not involved in antibiotic resistance.

Dysbiosis of fecal microbiota in Crohnʼs disease patients as revealed by a custom phylogenetic microarray

A custom phylogenetic microarray composed of small subunit ribosomal RNA probes, representing ≈500 bacterial species from the human and animal gut, was developed and evaluated for analysis of gut microbial diversity using fecal samples from healthy subjects and Crohn's disease (CD) patients. Oligonucleotide probes (≈40 mer) used on the microarray were selected from published articles or designed with the "GoArray" microarray probe design program using selected bacterial 16S rRNA sequences. Fecal 16S rDNA from individual samples of six healthy subjects and six CD patients were used as template to generate fluorescently labeled cRNA that was hybridized to the microarray. Differences revealed by the microarray in relative abundance of microbial populations between healthy and diseased patients were verified using quantitative real-time polymerase chain reaction (PCR) with species-specific primer sets. The microarray analyses showed that Eubacterium rectale, Bacteroides fragilis group, B. vulgatus, Ruminococcus albus, R. callidus, R. bromii, and Faecalibacterium prausnitzii were 5-10-fold more abundant in the healthy subjects than in the CD patients, while Enterococcus sp., Clostridium difficile, Escherichia coli, Shigella flexneri, and Listeria sp. were more abundant in the CD group. The microarray detected differences in abundance of bacterial populations within the phylum Firmicutes that had been reported previously for the same samples based on phylogenetic analysis of metagenomic clone libraries. In addition, the microarray showed that Enterococcus sp. was in higher abundance in the CD patients. This microarray should be another useful tool to examine the diversity and abundance of human intestinal microbiota.

Identification of Diverse Antimicrobial Resistance Determinants Carried on Bacterial, Plasmid, or Viral Metagenomes from an Activated Sludge Microbial Assemblage

Using both sequence- and function-based metagenomic approaches, multiple antibiotic resistance determinants were identified within metagenomic libraries constructed from DNA extracted from bacterial chromosomes, plasmids, or viruses within an activated sludge microbial assemblage. Metagenomic clones and a plasmid that in Escherichia coli expressed resistance to chloramphenicol, ampicillin, or kanamycin were isolated, with many cloned DNA sequences lacking any significant homology to known antibiotic resistance determinants.

Screening for hydrocarbon biodegraders in a metagenomic clone library derived from Brazilian petroleum reservoirs

Metagenomics has been successfully applied to isolate novel biocatalysts from diverse environments and functional screening has been used as the primary technique to identify clones carrying the desired traits. This work aimed at the construction and screening of a metagenomic library as a source of potential hydrocarbon biodegraders. A library of 31000 clones was obtained from aerobic and anaerobic enrichments generated using a biodegraded petroleum sample collected at the Potiguar Basin in Brazil as an inoculum. A total of 5000 clones were randomly selected for high throughput screening of hexadecane biodegradation, revealing 72 positive hits. These were further evaluated using gas chromatography–mass spectrometry (GC–MS), outstanding hexadecane biodegradation ability (>70%) being detected in five clones.

Novel lipolytic genes from the microbial metagenomic library of the South China Sea marine sediment

Metagenomic cloning is a powerful tool for the discovery of novel genes and biocatalysts from environmental microorganisms. Based on activity screening of a marine sediment microbial metagenomic library, a total of 19 fosmid clones showing lipolytic activity were identified. After subcloning, 15 different lipolytic genes were obtained; their encoded proteins showed 32-68% amino acid identity with proteins in the database. Multiple sequence alignment and phylogenetic tree analysis demonstrated that most of these predicted proteins are new members of known families of bacterial lipolytic enzymes. However, two proteins, FLS18C and FLS18D, could not be assigned to any known family, thus probably representing a novel family of the bacterial lipolytic enzyme. The activity assay results indicated that most of these lipolytic enzymes showed optimum temperature for hydrolysis at 40-50 degrees C with p-nitrophenol butyrate as a substrate. The lipolytic gene fls18D was overexpressed, and the resulting protein FLS18D was characterized as an alkaline esterase. Furthermore, the whole sequence of fosmid pFL18 containing FLS18C and FLS18D was shotgun sequenced, and a total of 26 ORFs on it were analyzed and annotated.

Census of the Viral Metagenome within an Activated Sludge Microbial Assemblage

The viral metagenome within an activated sludge microbial assemblage was sampled using culture-dependent and culture-independent methods and compared to the diversity of activated sludge bacterial taxa. A total of 70 unique cultured bacterial isolates, 24 cultured bacteriophages, 829 bacterial metagenomic clones of 16S rRNA genes, and 1,161 viral metagenomic clones were subjected to a phylogenetic analysis.

Expanding Small-Molecule Functional Metagenomics through Parallel Screening of Broad-Host-Range Cosmid Environmental DNA Libraries in Diverse Proteobacteria

The small-molecule biosynthetic diversity encoded within the genomes of uncultured bacteria is an attractive target for the discovery of natural products using functional metagenomics. Phenotypes commonly associated with the production of small molecules, such as antibiosis, altered pigmentation, or altered colony morphology, are easily identified from screens of arrayed metagenomic library clones. However, functional metagenomic screening methods are limited by their intrinsic dependence on a heterologous expression host. Toward the goal of increasing the small-molecule biosynthetic diversity found in functional metagenomic studies, we report the phenotypic screening of broad-host-range environmental DNA libraries in six different proteobacteria: Agrobacterium tumefaciens, Burkholderia graminis, Caulobacter vibrioides, Escherichia coli, Pseudomonas putida, and Ralstonia metallidurans. Clone-specific small molecules found in culture broth extracts from pigmented and antibacterially active clones, as well as the genetic elements responsible for the biosynthesis of these metabolites, are described. The host strains used in this investigation provided access to unique sets of clones showing minimal overlap, thus demonstrating the potential advantage conferred on functional metagenomics through the use of multiple diverse host species.

Diversity of Sulfur-Oxidizing Bacteria in Greenwater System of Coastal Aquaculture

Reduced sulfur compounds produced by the metabolism are the one of the major problems in aquaculture. In the present study, herbivorous fishes have been cultured as biomanipulators for secretions of slime, which enhanced the production of greenwater containing beneficial bacteria. The genes encoding soxB which is largely unique to sulfur-oxidizing bacteria (SOB) due to its hydrolytic function has been targeted for examining the diversity of SOB in the green water system of coastal aquaculture. Novel sequences obtained based on the sequencing of metagenomic clone libraries for soxB genes revealed the abundance of SOB in green water system. Phylogenetic tree constructed from aligned amino acid sequences demonstrated that different clusters have only 82-93% match with Roseobacter sp., Phaeobacter sp., Roseovarius sp., Sulfitobacter sp., Ruegeria sp., and Oceanibulbus sp. The level of conservation of the soxB amino acid sequences ranged from 42% to 71%. 16S rRNA gene analyses of enrichment culture from green water system revealed the presence of Pseudoxanthomonas sp., which has 97% similarity with nutritionally fastidious Indian strain of Pseudoxanthomonas mexicana-a sulfur chemolithotrophic gamma-proteobacterium. Our results illustrate the relevance of SOB in the functioning of the green water system of coastal shrimp aquaculture for oxidation of reduced sulfur compounds, which in turn maintain the sulfide concentration well within the prescribed safe levels.

Isolation and Characterization of a 4-Nitrotoluene-Oxidizing Enzyme from Activated Sludge by a Metagenomic Approach

To isolate a biocatalytic enzyme, metagenomic libraries were constructed in fosmids from samples of activated sludge used to treat coke plant wastewater. Six indigo-producing clones were isolated from approximately 40,000 metagenomic clones in the search for the oxygenase responsible. In vitro mutagenesis and whole-sequencing revealed one open reading frame to be responsible for the production of indigo in the fosmid clones. The deduced sequence of the gene product showed 60% identity with 2-naphthoate monooxygenase from Burkholderia sp. JT1500. Subclones carrying this open reading frame (icpA) retained indigo production, and indigo-producing enzymes expressed from subclones catalyzed the oxidization of 4-nitrotoluene to form 4-nitrobenzyl alcohol. These results suggested that the icp product is an enzyme involved in catalyzing 4-nitrotoluene's oxygenation.