Distinctive features of the microbial diversity and the polyketide synthase genes spectrum in the community of the endemic Baikal sponge <Emphasis Type="Italic">Swartschewskia papyracea</Emphasis>

The diversity of the symbiotic community of the endemic Baikal sponge Swartschewskia papyracea was studied, and an analysis of the polyketide synthases genes spectrum in sponge-associated microorganisms was carried out. Six bacterial phyla were detected in the S. papyracea microbiome: Verrucomicrobia, Cyanobacteria, Actinobacteria, Bacteroidetes, Proteobacteria, and Planctomycetes. Unlike the microbial associations of other freshwater sponges, the community under study was dominated by the phylaVerrucomicrobia (42.1%) and Cyanobacteria (17.5%), while the proportion of the Proteobacteria was unusually low (9.7%). In the S. papyracea community metagenome, there were identified 18 polyketide synthases genes fragments, the closest homologues of which included the polyketide synthases of the microorganisms belonging to the bacterial phyla Cyanobacteria, Proteobacteria (classes Betaproteobacteria, Deltaproteobacteria, and Gammaproteobacteria), and Acidobacteria as well as the eukaryotic algae of the phylum Heterokonta (class Eustigmatophyceae). Polyketide synthase sequences from S. papyracea formed three groups on the phylogenetic tree: a group of hybrid NRPS/PKS complexes, a group of cyanobacterial polyketide synthases, and a group of homologues of the eukaryotic alga Nannochloropsis gaditana. Notably, the identified polyketide synthase genes fragments showed only a 57–88% similarity to the sequences from the databases, which implies the presence of genes controlling the synthesis of the novel, still unstudied, polyketide compounds in the S. papyracea community. It was proposed that the habitat conditions of S. papyracea affect the taxonomic composition of the microorganisms associated with the sponge, including the diversity of the producers of secondary metabolites.     

Diversity of microbes associated with the marine sponge, Haliclona simulans, isolated from Irish waters and identification of polyketide synthase genes from the sponge metagenome

Samples of the sponge Haliclona simulans were collected from Irish waters and subjected to a culture-independent analysis to determine the microbial, polyketide synthase (PKS) and non-ribosomal peptide synthase (NRPS) diversity. 16S rRNA gene libraries were prepared from total sponge, bacterial enriched sponge and seawater samples. Eight phyla from the Bacteria were detected in the sponge by phylogenetic analyses of the 16S rRNA gene libraries. The most abundant phylum in the total sponge library was the Proteobacteria (86%), with the majority of these clones being from the γ- Proteobacteria (77%); two groups of clones were dominant and together made up 69% of the total. Both of these groups were related to other sponge-derived microbes and comprised novel genera. Within the other bacterial phyla groups of clones representing novel candidate genera within the phyla Verrucomicrobia and Lentisphaerae were also found. Selective enrichment of the bacterial component of the sponge prior to 16S rRNA gene analysis resulted in a 16S rRNA gene library dominated by a novel genus of δ- Proteobacteria , most closely related to the Bdellovibrio . The potential for the sponge microbiota to produce secondary metabolites was also analysed by polymerase chain reaction amplification of PKS and NRPS genes. While no NRPS sequences were isolated seven ketosynthase (KS) sequences were obtained from the sponge metagenome. Analyses of these clones revealed a diverse collection of PKS sequences which were most closely affiliated with PKS from members of the Cyanobacteria , Myxobacteria and Dinoflagellata .     

Designing and Implementing an Assay for the Detection of Rare and Divergent NRPS and PKS Clones in European,Antarctic and Cuban Soils

The ever increasing microbial resistome means there is an urgent need for new antibiotics. Metagenomics is an underexploited tool in the field of drug discovery. In this study we aimed to produce a new updated assay for the discovery of biosynthetic gene clusters encoding bioactive secondary metabolites. PCR assays targeting the polyketide synthases (PKS) and non-ribosomal peptide synthetases (NRPS) were developed. A range of European soils were tested for their biosynthetic potential using clone libraries developed from metagenomic DNA. Results revealed a surprising number of NRPS and PKS clones with similarity to rare Actinomycetes. Many of the clones tested were phylogenetically divergent suggesting they were fragments from novel NRPS and PKS gene clusters. Soils did not appear to cluster by location but did represent NRPS and PKS clones of diverse taxonomic origin. Fosmid libraries were constructed from Cuban and Antarctic soil samples; 17 fosmids were positive for NRPS domains suggesting a hit rate of less than 1 in 10 genomes. NRPS hits had low similarities to both rare Actinobacteria and Proteobacteria; they also clustered with known antibiotic producers suggesting they may encode for pathways producing novel bioactive compounds. In conclusion we designed an assay capable of detecting divergent NRPS and PKS gene clusters from the rare biosphere; when tested on soil samples results suggest the majority of NRPS and PKS pathways and hence bioactive metabolites are yet to be discovered.     

Evidence for Selective Bacterial Community Structuring in the Freshwater Sponge Ephydatia fluviatilis

To understand the functioning of sponges, knowledge of the structure of their associated microbial communities is necessary. However, our perception of sponge-associated microbiomes remains mainly restricted to marine ecosystems. Here, we report on the molecular diversity and composition of bacteria in the freshwater sponge Ephydatia fluviatilis inhabiting the artificial lake Vinkeveense Plassen, Utrecht, The Netherlands. Polymerase chain reaction-denaturing gradient gel electrophoresis (PCR-DGGE) fingerprints revealed that the apparent diversities within the domain Bacteria and the phylum Actinobacteria were lower in E. fluviatilis than in bulk water. Enrichment of specific PCR-DGGE bands in E. fluviatilis was detected. Furthermore, sponge- and bulk water-derived bacterial clone libraries differed with respect to bacterial community composition at the phylum level. E. fluviatilis-derived sequences were affiliated with six recognized phyla, i.e., Proteobacteria, Planctomycetes, Actinobacteria, Bacteroidetes, Chlamydiae and Verrucomicrobia, in order of relative abundance; next to the uncultured candidate phylum TM7 and one deeply rooted bacterial lineage of undefined taxonomy (BLUT). Actinobacteria, Proteobacteria, and Bacteroidetes were the dominant bacterial phyla in the freshwater clone library whereas sequences affiliated with Planctomycetes, Verrucomicrobia, Acidobacteria and Armatimonadetes were found at lower frequencies. Fine-tuned phylogenetic inference showed no or negligible overlaps between the E. fluviatilis and water-derived phylotypes within bacterial taxa such as Alphaproteobacteria, Bacteroidetes and Actinobacteria. We also ascertained the status of two alphaproteobacterial lineages as freshwater sponge-specific phylogenetic clusters, and report on high distinctiveness of other E. fluviatilis specific phylotypes, especially within the Bacteroidetes, Planctomycetes and Chlamydia taxa. This study supports the contention that the composition and diversity of bacteria in E. fluviatilis is partially driven by the host organism.     

Metagenomic analysis of a freshwater toxic cyanobacteria bloom

High molecular weight (HMW) DNA prepared from a toxic freshwater cyanobacterial bloom sample was used to construct a PCR-generated 75-clone, 16S rRNA gene library and a 2850-clone bacterial artificial chromosome (BAC) library. Phylogenetic analysis of the 16S rRNA gene library demonstrated that members of eight phyla of domain Bacteria, which included Cyanobacteria, Actinobacteria, Verrucomicrobium, Bacteriodetes, Planctomycetes, Chloroflexi, Candidate Division OP10 and Alpha-, Beta- and Gammaproteobacteria, were present in the bloom community. Diversity estimates determined from 16S rRNA gene analysis and direct cell counts and morphological identification of phytoplanktons suggested that the bloom community was dominated by members of the genera Aphanizomenon and Cylindrospermopsis, phylum Cyanobacteria. BAC-end sequencing of 37 randomly selected clones and subsequent sequence analysis provided a snapshot of the total bloom community putative metabolic activities. The sequencing of the entire inserts of seven clones (clones designated 578, 67, 142, 543, 905, 1664 and 2089) selected from BAC-end sequence studies resulted in the generation of a total of 144-kb sequence data and in the identification of 130 genes for putative proteins representing at least four phyla, Proteobacteria, Actinobacteria, Bacteroidetes and Cyanobacteria. This is the first report on a snapshot analysis of a limited metagenome of a toxic cyanobacterial freshwater bloom.     

Evolutionary diversity of ketoacyl synthases in cellulolytic myxobacterium Sorangium

The diversity of type I polyketide synthases (PKSs) in cellulolytic myxobacterium Sorangium was explored by assaying the ketoacyl synthases (KSs) in 10 Sorangium strains with two degenerate primer sets and 64 different KS fragments were obtained. For their deduced amino acid sequences, eight were identical to three known KSs from Sorangium and Magnetospirillum, while the others showed 54-83% identities to the modular KS domains reported from various microorganisms. Parts of the Sorangium KSs tightly share the clade with Actinobacteria excluding any other analyzed myxobacterial KSs, or with Cyanobacteria /Myxobacteria. Parts are widely located in the three functional groups - "Loading", "NRPS/PKS" and "Trans-AT". Sorangium KSs in the Actinobacteria, Cyanobacteria/Myxobacteria, or "Loading" clade further evolved independently on its own genus. Notably, the modular KSs from other Myxobacteria genera, i.e. Myxococcus, Stigmatella, Melittangium, Cystobacter and Angiococcus are often distributed crosswise and form non-Sorangium blend subgroups. "NRPS/PKS" and "Trans-AT" are two rather diverse groups and the Sorangium KSs in these clades evolved crosswise with other taxa lineages. The results presented in this paper suggest that the inherent genetic strategies, together with frequent gene importing from many organisms (HGT) have contributed to the evolution of modular PKSs in Sorangium. These findings reinforce that Sorangium strains are really excellent creators for novel and diverse polyketides.     

PCR primers for selective detection of intra-species variations in the bloom-forming cyanobacterium,Microcystis

Members of the cyanobacterial genus Microcystis commonly form blooms in eutrophic freshwater systems, and some produce cyclic heptapeptide hepatotoxins called microcystins, thereby often causing serious water management problems. Microcystis species were unified into the single Microcystis aeruginosa classification based on 16S rRNA gene sequences and DNA–DNA re-association experiments; however, the morphological features of the organisms differ in different culturing conditions. Here, we describe a new real-time quantitative PCR (qPCR) method of determining Microcystis intradiversity using the SYBR Green I assay. We analyzed 71 Microcystis 16S-23S rDNA internal transcribed spacer region (16S-23S ITS) sequences, designed three group-specific PCR primers that successfully selected a morphologically M. wesenbergii-like non-toxic group (Group-3), and differentiated between M. viridis-like toxic group (Group-4) and M. aeruginosa-like Group-1 organisms including toxic and non-toxic Microcystis strains. The primers covered 76% of the Microcystis 16S-23S ITS regions from all over the world (six continents) included in GenBank. We constructed a mixed culture with representative Microcystis strains from each group, and estimated their cell densities by qPCR over 7 weeks. Group-1 and Group-3 grew exponentially for 4 weeks; however, the growth of Group-4 declined after 2 weeks, revealing different growth properties for the Microcystis groups in the mixed culture. Finally, we applied this method to natural Microcystis blooms at four freshwater sites, and found the dominance of Group-1 in three blooms and of Group-3 in one bloom, thereby showing the geographically uneven distribution of Microcystis genotypes. The developed qPCR technique targeting the 16S-23S ITS region is both rapid and simple and is useful for selective quantification of group variations among sympatric Microcystis genotypes, such as in mixed cultures and the natural environment.     

Bacterial Succession within an Ephemeral Hypereutrophic Mojave Desert Playa Lake

Ephemerally wet playas are conspicuous features of arid landscapes worldwide; however, they have not been well studied as habitats for microorganisms. We tracked the geochemistry and microbial community in Silver Lake playa, California, over one flooding/desiccation cycle following the unusually wet winter of 2004–2005. Over the course of the study, total dissolved solids increased by ∽10-fold and pH increased by nearly one unit. As the lake contracted and temperatures increased over the summer, a moderately dense planktonic population of ∽1 × 10⁶ cells ml⁻¹ of culturable heterotrophs was replaced by a dense population of more than 1 × 10⁹ cells ml⁻¹, which appears to be the highest concentration of culturable planktonic heterotrophs reported in any natural aquatic ecosystem. This correlated with a dramatic depletion of nitrate as well as changes in the microbial community, as assessed by small subunit ribosomal RNA gene sequencing of bacterial isolates and uncultivated clones. Isolates from the early-phase flooded playa were primarily Actinobacteria, Firmicutes, and Bacteroidetes, yet clone libraries were dominated by Betaproteobacteria and yet uncultivated Actinobacteria. Isolates from the late-flooded phase ecosystem were predominantly Proteobacteria, particularly alkalitolerant isolates of Rhodobaca, Porphyrobacter, Hydrogenophaga, Alishwenella, and relatives of Thauera; however, clone libraries were composed almost entirely of Synechococcus (Cyanobacteria). A sample taken after the playa surface was completely desiccated contained diverse culturable Actinobacteria typically isolated from soils. In total, 205 isolates and 166 clones represented 82 and 44 species-level groups, respectively, including a wide diversity of Proteobacteria, Bacteroidetes, Actinobacteria, Firmicutes, Gemmatimonadetes, Acidobacteria, and Cyanobacteria. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Functional Analysis of Environmental DNA-Derived Microviridins Provides New Insights into the Diversity of the Tricyclic Peptide Family

Microviridins represent a unique family of ribosomally synthesized cage-like depsipeptides from cyanobacteria with potent protease-inhibitory activities. The natural diversity of these peptides is largely unexplored. Here, we describe two methodologies that were developed to functionally characterize cryptic microviridin gene clusters from metagenomic DNA. Environmental samples were collected and enriched from cyanobacterial freshwater blooms of different geographical origins containing predominantly Microcystis sp. Microviridins were produced either directly from fosmid clones or after insertion of environmental DNA-derived gene cassettes into a minimal expression platform in Escherichia coli. Three novel microviridin variants were isolated and tested against different serine-type proteases. The comparison of the bioactivity profiles of the new congeners allows deduction of further structure-function relationships for microviridins. Moreover, this study provides new insights into microviridin processing and gene cluster organization.     

Functional expression of the Aspergillus flavus PKS–NRPS hybrid CpaA involved in the biosynthesis of cyclopiazonic acid

α-Cyclopiazonic acid (CPA) is an indole tetramic acid mycotoxin. Based on our identification of the polyketide synthase–nonribosomal peptide synthase (PKS–NRPS) hybrid gene cpaA involved in cyclopiazonic acid biosynthesis in Aspergillus fungi, we carried out heterologous expression of Aspergillus flavus cpaA under α-amylase promoter in Aspergillus oryzae and identified its sole product to be the CPA biosynthetic intermediate cyclo-acetoacetyl-l-tryptophan (cAATrp). This result rationalized that the PKS–NRPS hybrid enzyme CpaA catalyzes condensation of the diketide acetoacetyl-ACP formed by the PKS module and l-Trp activated by the NRPS module. This CpaA expression system provides us an ideal platform for PKS–NRPS functional analysis, such as adenylation domain selectivity and product releasing mechanism.     

Coastal bacterioplankton community diversity along a latitudinal gradient in Latin America by means of V6 tag pyrosequencing

The bacterioplankton diversity of coastal waters along a latitudinal gradient between Puerto Rico and Argentina was analyzed using a total of 134,197 high-quality sequences from the V6 hypervariable region of the small-subunit ribosomal RNA gene (16S rRNA) (mean length of 60 nt). Most of the OTUs were identified into Proteobacteria, Bacteriodetes, Cyanobacteria, and Actinobacteria, corresponding to approx. 80% of the total number of sequences. The number of OTUs corresponding to species varied between 937 and 1946 in the seven locations. Proteobacteria appeared at high frequency in the seven locations. An enrichment of Cyanobacteria was observed in Puerto Rico, whereas an enrichment of Bacteroidetes was detected in the Argentinian shelf and Uruguayan coastal lagoons. The highest number of sequences of Actinobacteria and Acidobacteria were obtained in the Amazon estuary mouth. The rarefaction curves and Good coverage estimator for species diversity suggested a significant coverage, with values ranging between 92 and 97% for Good coverage. Conserved taxa corresponded to aprox. 52% of all sequences. This study suggests that human-contaminated environments may influence bacterioplankton diversity.     

Phylum-wide comparative genomics unravel the diversity of secondary metabolism in Cyanobacteria

Background

Cyanobacteria are an ancient lineage of photosynthetic bacteria from which hundreds of natural products have been described, including many notorious toxins but also potent natural products of interest to the pharmaceutical and biotechnological industries. Many of these compounds are the products of non-ribosomal peptide synthetase (NRPS) or polyketide synthase (PKS) pathways. However, current understanding of the diversification of these pathways is largely based on the chemical structure of the bioactive compounds, while the evolutionary forces driving their remarkable chemical diversity are poorly understood.

Results

We carried out a phylum-wide investigation of genetic diversification of the cyanobacterial NRPS and PKS pathways for the production of bioactive compounds. 452 NRPS and PKS gene clusters were identified from 89 cyanobacterial genomes, revealing a clear burst in late-branching lineages. Our genomic analysis further grouped the clusters into 286 highly diversified cluster families (CF) of pathways. Some CFs appeared vertically inherited, while others presented a more complex evolutionary history. Only a few horizontal gene transfers were evidenced amongst strongly conserved CFs in the phylum, while several others have undergone drastic gene shuffling events, which could result in the observed diversification of the pathways.

Conclusions

Therefore, in addition to toxin production, several NRPS and PKS gene clusters are devoted to important cellular processes of these bacteria such as nitrogen fixation and iron uptake. The majority of the biosynthetic clusters identified here have unknown end products, highlighting the power of genome mining for the discovery of new natural products.

Electronic supplementary material

The online version of this article (doi:10.1186/1471-2164-15-977) contains supplementary material, which is available to authorized users.     

Structure of the human gastric bacterial community in relation to Helicobacter pylori status

The human stomach is naturally colonized by Helicobacter pylori, which, when present, dominates the gastric bacterial community. In this study, we aimed to characterize the structure of the bacterial community in the stomach of patients of differing H. pylori status. We used a high-density 16S rRNA gene microarray (PhyloChip, Affymetrix, Inc.) to hybridize 16S rRNA gene amplicons from gastric biopsy DNA of 10 rural Amerindian patients from Amazonas, Venezuela, and of two immigrants to the United States (from South Asia and Africa, respectively). H. pylori status was determined by PCR amplification of H. pylori glmM from gastric biopsy samples. Of the 12 patients, 8 (6 of the 10 Amerindians and the 2 non-Amerindians) were H. pylori glmM positive. Regardless of H. pylori status, the PhyloChip detected Helicobacteriaceae DNA in all patients, although with lower relative abundance in patients who were glmM negative. The G2-chip taxonomy analysis of PhyloChip data indicated the presence of 44 bacterial phyla (of which 16 are unclassified by the Taxonomic Outline of the Bacteria and Archaea taxonomy) in a highly uneven community dominated by only four phyla: Proteobacteria, Firmicutes, Actinobacteria and Bacteroidetes. Positive H. pylori status was associated with increased relative abundance of non-Helicobacter bacteria from the Proteobacteria, Spirochetes and Acidobacteria, and with decreased abundance of Actinobacteria, Bacteroidetes and Firmicutes. The PhyloChip detected richness of low abundance phyla, and showed marked differences in the structure of the gastric bacterial community according to H. pylori status.     

Gut bacterial diversity of farmed sea cucumbers <Emphasis Type="Italic">Apostichopus japonicus</Emphasis> with different growth rates

Farmed sea cucumbers (Apostichopus japonicus) of the same age displayed significantly different body sizes and weights under the same farming conditions. To examine the gut bacterial diversity of sea cucumbers and whether the growth differences between them were related to intestinal microbiota, the bacterial species from intestinal samples of 30 farmed A. japonicus from the same tank (15 large sea cucumbers vs. 15 small sea cucumbers) were characterized based on 16S rRNA gene analysis by means of high throughout sequencing. The results showed that bacterial phylotypes in both sizes of sea cucumbers were closely related to Proteobacteria, Verrucomicrobia, Bacteroidetes, Actinobacteria, Firmicutes, Cyanobacteria, Planctomycete, and Spirochaetes, of which Proteobacteria were predominant (>50%). There were no significant differences in the relative abundances of each bacterial phylotype between the two groups, except for Actinobacteria (P < 0.05). In addition, different species uniquely belonging to all three tested samples in the large group and the small group were found. It was interestingly that Vibrio were absent from both groups. It is likely that the differences in the abundances of Actinobacteria and different species in the two groups may be related to their remarkable disparities in body sizes.     

Identification of Desulfosporosinus as toluene-assimilating microorganisms from a methanogenic consortium

To understand the potential for toluene removal under electron acceptor depleted conditions, stable isotope probing (SIP) was applied to a methanogenic toluene degrading culture to identify the microorganisms responsible for toluene assimilation. Both bacterial and archaeal communities were investigated. The approach involved addition of labeled and unlabeled toluene to microcosms, DNA extraction, ultracentrifugation, and analysis of the generated fractions, as well as the total genomic DNA. Three genes were investigated in the fractions, including the 16S rRNA gene, bssA (encoding for benzylsuccinate synthase α-subunit) and bamA (encoding for 6-oxocylcohex-1-ene-1-carbonyl-CoA hydrolase). Analysis of the total genomic 16S rRNA gene clone library indicated the microbial community was reasonably diverse, containing microorganisms from six phyla (Proteobacteria, Firmicutes, Acidobacteria, Actinobacteria, Deferribacteres, Bacteroidetes). In contrast, only four phylotypes were found in the heavy fraction 16S rRNA gene clone library (from three phyla: Firmicutes, Acidobacteria, Actinobacteria). When these data were correlated with the TRFLP fragments enriched in the heavy fractions, three phylotypes were identified. Specifically, a Desulfosporosinus phylotype was highly enriched in the heavy fractions and was therefore the key consumer of the labeled carbon from toluene. Two other phylotypes, Peptostreptococcaceae and Pseudonocardia were presumed to consume daughter products and produce methane precursors, which in turn were likely utilized by Methanomicrobia to produce methane. Further, the SIP results suggested that the enzymes encoding by functional genes (bssA and bamA) were likely to be harbored by the Desulfosporosinus phylotype.     

渤海三湾表层水域细菌群落结构多样性及其环境因子分析

【背景】近海生态系统的可持续发展是目前人们关注的重大问题之一,河口输出以及人类活动干扰对渤海近岸环境有着重要的影响。【目的】选取2015年夏季渤海湾、辽东湾、莱州湾3个断面12个站位表层水样品,探究渤海三湾细菌群落结构多样性。【方法】提取3个断面水环境样品DNA,利用Illumina Hi Seq高通量测序技术对样品进行测序分析,比较3个断面的细菌群落结构多样性差异。【结果】根据多样性指数和稀释曲线结果发现,3个断面的微生物多样性有着明显的差别,多样性依次为莱州湾渤海湾辽东湾。分析3个断面中占优势地位的主要类群,渤海湾断面中变形杆菌门(Proteobacteria)所占比例为39.8%,拟杆菌门(Bacteroidetes)占25.7%,蓝细菌门(Cyanobacteria)占22.4%,放线菌门(Actinobacteria)占5.85%,浮霉菌门(Planctomycetes)占4.38%;辽东湾断面各类群所占比例依次为变形杆菌门(Proteobacteria)37.8%,拟杆菌门(Bacteroidetes) 25.7%,蓝细菌门(Cyanobacteria) 17.8%,放线菌门(Actinobacteria) 10.4%,浮霉菌门(Planctomycetes)5.64%;莱州湾断面主要类群所占比例为(Proteobacteria)59.0%,拟杆菌门(Bacteroidetes)17.5%,蓝细菌门(Cyanobacteria)8.2%,放线菌门(Actinobacteria)7.88%。通过主成分分析和热图相关性分析发现环境因子对微生物群落组成和多样性分布有显著的影响,通过Manteltest统计分析,其中硝酸盐的作用尤为显著。【结论】渤海三湾微生物多样性非常丰富且存在较大的差异,莱州湾种群结构最复杂且物种最丰富,渤海湾和辽东湾次之,多样性分布与环境因子和空间分布有一定的相关性,该研究将为进一步保护海洋微生物多样性和生态开发提供一定的理论基础。     

Heterotrophic bacteria associated with the green alga <Emphasis Type="Italic">Ulva rigida</Emphasis>: identification and antimicrobial potential

Heterotrophic bacteria associated with the green alga Ulva rigida, collected from the coast of Tunisia, were isolated and subsequently identified by their 16S rRNA gene sequences and by phylogenetic analysis. The 71 isolates belong to four phyla: Proteobacteria (Alpha-and Gamma- subclasses), Bacteroidetes, Firmicutes, and Actinobacteria. Most of the isolates belong to Proteobacteria. The Gram-positive Firmicutes and especially the genus Bacillus were well-represented at the surface of U. rigida, collected from the coast as well as from the lagoon, while Actinobacteria were represented only at the surface of algae collected from the coast of Cap Zebib. Bacteroidetes were more represented at the surface of algae collected from the Ghar El Melh lagoon. The bacterial community of the water surrounding the algae was different from that associated with the surface of the algae. Moreover, the abundance of bacteria in the surrounding water was much lower compared to the density of bacteria associated with the surface of the algae. Bacteria isolated from the algal surface were tested for their antimicrobial potential. The results show that ~?36% of the algae-associated bacterial isolates possess antibacterial activity whereas free-living bacteria, isolated from the surrounding water, did not show such activity. The surface of U. rigida was colonized by a high diversity of culturable and possibly novel epiphytic bacteria that may be an important source of antimicrobial compounds and are therefore of biotechnological interest.     

Microcystin mcyA and mcyE Gene Abundances Are Not Appropriate Indicators of Microcystin Concentrations in Lakes

Cyanobacterial harmful algal blooms (cyanoHABs) are a primary source of water quality degradation in eutrophic lakes. The occurrence of cyanoHABs is ubiquitous and expected to increase with current climate and land use change scenarios. However, it is currently unknown what environmental parameters are important for indicating the presence of cyanoHAB toxins making them difficult to predict or even monitor on time-scales relevant to protecting public health. Using qPCR, we aimed to quantify genes within the microcystin operon (mcy) to determine which cyanobacterial taxa, and what percentage of the total cyanobacterial community, were responsible for microcystin production in four eutrophic lakes. We targeted Microcystis-16S, mcyA, and Microcystis, Planktothrix, and Anabaena-specific mcyE genes. We also measured microcystins and several biological, chemical, and physical parameters—such as temperature, lake stability, nutrients, pigments and cyanobacterial community composition (CCC)—to search for possible correlations to gene copy abundance and MC production. All four lakes contained Microcystis-mcyE genes and high percentages of toxic Microcystis, suggesting Microcystis was the dominant microcystin producer. However, all genes were highly variable temporally, and in few cases, correlated with increased temperature and nutrients as the summer progressed. Interestingly, toxin gene abundances (and biomass indicators) were anti-correlated with microcystin in all lakes except the largest lake, Lake Mendota. Similarly, gene abundance and microcystins differentially correlated to CCC in all lakes. Thus, we conclude that the presence of microcystin genes are not a useful tool for eliciting an ecological role for toxins in the environment, nor are microcystin genes (e.g. DNA) a good indicator of toxins in the environment.     

Metagenomic Analysis Reveals Diverse Polyketide Synthase Gene Clusters in Microorganisms Associated with the Marine Sponge Discodermia dissoluta

Sponge-associated bacteria are thought to produce many novel bioactive compounds, including polyketides. PCR amplification of ketosynthase domains of type I modular polyketide synthases (PKS) from the microbial community of the marine sponge Discodermia dissoluta revealed great diversity and a novel group of sponge-specific PKS ketosynthase domains. Metagenomic libraries totaling more than four gigabases of bacterial genomes associated with this sponge were screened for type I modular PKS gene clusters. More than 90% of the clones in total sponge DNA libraries represented bacterial DNA inserts, and 0.7% harbored PKS genes. The majority of the PKS hybridizing clones carried small PKS clusters of one to three modules, although some clones encoded large multimodular PKSs (more than five modules). The most abundant large modular PKS appeared to be encoded by a bacterial symbiont that made up <1% of the sponge community. Sequencing of this PKS revealed 14 modules that, if expressed and active, is predicted to produce a multimethyl-branched fatty acid reminiscent of mycobacterial lipid components. Metagenomic libraries made from fractions enriched for unicellular or filamentous bacteria differed significantly, with the latter containing numerous nonribosomal peptide synthetase (NRPS) and mixed NRPS-PKS gene clusters. The filamentous bacterial community of D. dissoluta consists mainly of Entotheonella spp., an unculturable sponge-specific taxon previously implicated in the biosynthesis of bioactive peptides.