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The use of fosmid metagenomic libraries in preliminary screening for various biological activities
Microbial Cell Factories volume 13, Article number: 105 (2014)
It is generally believed that there are many natural sources of as yet unknown bioactive compounds with a high biotechnological potential. However, the common method based on the use of cell extracts in the preliminary screening for particular molecules or activities is problematic as amounts of obtained compounds may be low, and such experiments are hardly reproducible. Therefore, the aim of this work was to test whether a novel strategy to search for previously unknown biological activities can be efficient. This strategy is based on construction of metagenomic libraries and employment of Escherichia coli strains as cell factories producing compounds of properties potentially useful in biotechnology.
Three cyanobacterial metagenomic libraries were constructed in the fosmid system. The libraries were screened for various biological activities. Extracts from selected E. coli clones bearing constructs with fragments of cyanobacterial genomes revealed antimicrobial or anticancer activities. Interestingly, stimulation of growth of host bacteria bearing particular plasmids with certain cyanobacterial genes was detected, suggesting a potential possibility for improvement of E. coli cultivation during biotechnological production. The most interesting plasmids were sequenced, and putative mechanisms of biological effects caused by cyanobacterial gene products are discussed.
The strategy of exploring cyanobacteria as sources of bioactive compounds, based on E. coli cell factories producing compounds due to expression of genes from metagenomic libraries, appears to be effective.
It is generally believed that organisms, mainly algae and higher plants, living in their natural habitats, are sources of many unknown compounds which can be of high biotechnological and pharmacological potential. However, commonly used methods of preliminary screening for interesting biological activities in tested organisms, based on analysis of cell or tissue extracts, are problematic due to their limited efficiency and reproducibility (see next paragraphs for details).
Cyanobacteria, called also blue-green algae, appear to be potentially rich sources of bioactive compounds []. They are photosynthesizing prokaryotic organisms, occupying marine, freshwater and terrestrial habitats, and belong to the oldest biological groups on Earth. It appears that marine cyanobacteria may be particularly rich in biotechnologically and pharmacologically useful molecules [], however, it is considered that they are underexploited in this matter []. On the other hand, in recent years, an interest in bioactive compounds derived from these microorganisms increased significantly []. This is perhaps, at least in part, due to publication of papers reporting isolation of various compounds from cyanobacteria, including those possessing antiviral, antibacterial, antifungal and anticancer activities (summarized in ref. []).
Exploration of cyanobacterial sources is, however, neither easy nor simple. Despite evident successes in the use of these organisms in production of novel bio-fuels [,], previous studies on identification of bioactive compounds in blue-green algae concentrated mostly on characterization of their cellular extracts. Such a strategy was effective in detection of secondary metabolites with interesting properties [,]. However, the use of extracts has an important drawback, namely, production of certain compounds may depend on specific physiological conditions, thus, it may be difficult to repeat the exact conditions under which particular compounds were found in extracts. Moreover, efficiency of extraction of particular compounds from samples withdrawn from a natural habitat may be of low efficiency, and such experiments can be hardly reproducible due to changing environmental conditions. Therefore, a need for construction of cyanobacterial metagenomic libraries to discover previously unknown functional genes involved in biosynthesis of biotechnologically relevant compounds has been postulated []. Nevertheless, despite determination of full nucleotide sequences of genomes of many cynaobacterial strains [], the use of genomic and metagenomic approaches in searching for bioactive compounds derived from cyanobacteria was not extensive. In fact, most such methods were employed to detect genes coding for enzymes revealing particular, desired features [,], rather than to detect novel biological activities.
The aim of this work was to test whether a novel strategy, based on the use fosmid metagenomic libraries to search for biological activities appearing in Escherichia coli host cells bearing plasmids with fragments of cyanobacterial genomes, can be effective in detecting biotechnologically interesting features. If yes, this strategy might be used in subsequent works for isolation and characterization of compounds revealing particular activities, which would be significantly facilitated by availability of specific clones, eliminating potential problems with the amount of tested compounds and reproducibility of results. Efficient construction of the libraries was possible, between others, due to employment of a recently optimized method for isolation and purification of genomic DNA from filamentous cyanobacteria, suitable for construction of genomic libraries []. Such procedures are challenging due to production by cyanobacteria of large amounts of cellulose, pectins, murein and xylose, which are components of the cell wall. Moreover, these microorganisms synthesize and excrete complex polysaccharides and proteins which form mucous envelope and the protein S layer [,]. All these compounds interfere with commonly used procedures of DNA isolation and purification. The improved method allowed us to overcome most of these problems [] which facilitated efficient construction of cyanobacterial metagenomic libraries and their use in searching for biological activities.
Results and discussion
Construction of cyanobacterial metagenomic libraries
Three fosmid-based libraries of cyanobacterial metagenomes have been constructed. They were prepared using genomic DNA, isolated according to previously published procedure [], derived from: (a) a bloom of Nodularia sp. which occurred in Gdańsk Bay, Baltic Sea (Poland) in June 2009; library 1; (b) a bloom of Nodularia sp. and Aphanizomenon flos-aquae which occurred in Gdańsk Bay, Baltic Sea (Poland) in May 2011; library 2; and (c) cultures of 5 marine cyanobacteria, isolated from Baltic Sea (deposited in Culture Collection of Northern Poland, CCNP, at University of Gdańsk, Poland) and cultured in laboratory: Microcystis aeruginosa CCNP 1101, Microcystis aeruginosa CCNP 1102, Microcystis aeruginosa CCNP 1103, Anabaena sp. CCNP 1406, Synechocystis salina CCNP 1104; library 3. Characteristics of these libraries are provided in Table 1. Considering an average sizes of cyanobacterial genome (reported to be between 1.44 and 9.05 Mb []), it was calculated that about 600 clones in the fosmid-based library (with average size of the insert of 40 kb) should cover efficiently a whole single genome. The obtained clones in each library were, therefore, sufficient to cover at least several cyanobacterial genomes.
As indicated above, two libraries (no. 1 and 2) were constructed with the use of DNA isolated from environmental samples of biological material, whereas library 3 contained DNA isolated from a mixture of 5 strains (to increase variability of the library) of cyanobacteria cultured in laboratory after their isolation from a natural habitat. As shown in Table 1, cultivation of cyanobacteria under laboratory conditions enhanced efficiency of metagenomic library construction (~30.000 clones vs. ~2.000 clones). We suggest that this might arise from contaminations of the environmental samples, which could interfere with efficiency in DNA isolation and purification, and/or cloning procedures.
Inhibition of bacterial growth by extracts from library clones
In preliminary tests, extracts from 200 clones, randomly taken from constructed libraries, were prepared. These extracts were assessed for their effects on growth of various bacteria (strains of Serratia marcescens, Pseudomonas aeruginosa, Staphylococcus aureus, Micrococcus luteus, E.coli K-12, and E. coli O157:H7 were employed) in 96-well plates. More detailed analyses were performed in liquid bacterial cultures. It was found that 1% extract from host bacteria bearing the clone 123–2 inhibited growth of S. marcescens and E.coli B by 45% and 40%, respectively, as assessed by measurement of optical density of bacterial cultures. Although this inhibition of growth was not dramatic, it is important to note that concentration of the extract was relatively low (1%). Thus, it is likely that identification of the inhibitory agent should allow to clone appropriate gene(s) in an expression vector, its production in large amounts, and its potential use to achieve significant inhibition of bacterial growth.
Stimulation of host bacterium growth by the presence of specific clones from the libraries
Although for medical application it is useful to identify antibacterial activities, for biotechnological purposes, it is often desirable to stimulate growth of bacteria which are employed to express recombinant genes and synthesize particular products. Therefore, we have also tested effects of the presence of clones from the libraries on growth of host E. coli cells. Since it is known that the presence of plasmids, especially relatively large constructs, may influence bacterial metabolism, physiology and growth [,], in control experiments, a strain bearing a plasmid analogous to those containing fragments of cyanobacterial genomes, but carrying a fragment of E. coli genome (the 105–2 clone), was used.
Perhaps surprisingly, it was found that in the presence of clone 123–3 or 129–3, the growth of E. coli host was stimulated rather than inhibited (Figure 1). Generation time at mid-exponential phase of growth was 36 min for the control strain, while it was calculated as 28 min for cells bearing either 123–3 or 129–3 clone. This indicates that expression of some cyanobacterial genes may enhance growth of E. coli cells which may be potentially useful in construction of new host strains to be used as microbial cell factories for biotechnological production of certain compounds.
Anticancer activity of extracts from libraries’ clones
To test anticancer activity, effects of 370 clone extracts, prepared as described above (for testing inhibition of bacterial growth), on viability of cancer cells (the MCF-7 cells line) and normal human fibroblast cells (the HDFa cell line), were assessed. After preliminary screening, and following more detailed analyses, it was found that extract from clone 123–3 significantly decreased viability of cancer cells in a dose–response manner (Figure 2). Importantly, effects of this extract on normal human cells were negligible (Figure 2). These results suggest that expression of some cyanobacterial genes in E. coli causes production of anticancer compound(s), while having no significant effects on viability of normal human cells.
Analysis of sequences of selected clones
Since some clones from cyanobacterial metagenomic libraries revealed interesting properties, nucleotide sequences of inserts of selected constructs were determined. Following clones were chosen: 123–2 (extract from bacteria bearing this clone caused inhibition of growth of S. marcescens and E.coli B), 123–3 (extract from bacteria bearing this clone caused decreased viability of cancer cells, but not normal human cells, and growth of bacteria bearing this clone was stimulated), and 129–3 (growth of bacteria bearing this clone was stimulated).
Nucleotide sequences of the selected clones were determined, deposited in GenBank (accession numbers: KJ769136, KJ769135, KJ769134 for 123–2, 123–3, 129–3, respectively), and analysis of open reading frames included in the fragments of cyanobacterial genomes was performed. Results of analyses of selected genes, discussed below, are presented in Tables 2, 3 and 4 (for 123–2, 123–3, and 129–3, respectively).
The fragment included in the 123–2 clone contains several ORFs coding for putative enzymes (Table 2). Although no obvious candidate for a protein which, when liberated from cells, might inhibit bacterial growth was found, some enzymes might influence transport of particular compounds (putative products of wcaG, tolQ, tolR, rhaT genes), peptidoglycan structure (putative product of the pasL gene) or outer membrane function (putative product of the opaP gene). On the other hand, it might be not an enzyme but a product of its reaction that could negatively affect S. marcescens and E.coli B growth when present in cell extract. Definitely, in order to indentify compound(s) responsible for bacterial growth inhibition, it would be necessary to clone smaller fragments of the 123–2 construct, determine gene(s) responsible for specific effects, and investigate the mechanism of inhibition. This, however, was not the aim of this study which focused on testing whether cyanobacterial metagenomic libraries can be successfully employed in searching for various biological activities.
The clone 123–3 (Table 3) appeared the most interesting one among all tested in this study. First, extract from bacteria bearing this clone caused decreased viability of cancer cells, while having little effect on normal human cells. Second, growth of bacteria bearing this clone was stimulated. The latter effect might be potentially caused by activities of putative proteins encoded in the tested genome fragment, and involved in biosynthesis of proteins (gatA, gatC, rpmG ) and nucleotides (pyrC). Moreover, the transport of amino acids and carbohydrates from the medium could be intensified by metA, and gckA genes’ products. Stimulation of protein and nucleic acid syntheses might likely enhance growth rate of host bacteria. Nevertheless, actual mechanism of this phenomenon remains to be elucidated. Even more difficult is to predict the cause of anticancer action of extract from bacteria bearing the 123–3 clone. Although it seems more likely that product(s) of reaction(s) of enzyme(s) encoded in the insert of this clone may affect viability of cancer, but not normal, cells, one cannot exclude a possibility that some enzymes (like products of phpP and/or medH genes) themselves might interfere with functions of cells of the MCF-7 line.
Although stimulatory effects of the presence of clones 123–3 and 129–3 on growth of host cells were similar, two analyzed DNA fragments contain different ORFs. Nevertheless, DNA of 129–3 codes for several putative proteins involved in pathways of biosyntheses of proteins and lipids (thrC, rimL, phaS, lpxB, cfaS, homD, metC) and theirs transport (arnT, hisJ). Therefore, one may speculate that stimulation of anabolic processes might positively affect growth rate of E. coli host cells, which can have a potential impact on biotechnological production.
Construction of cyanobacterial metagenomic libraries, and expression of genes from particular clones in E. coli, resulted in detection of antibacterial, anticancer, and bacterial growth stimulatory activities in extracts of host cells, as well as in the host cells themselves. Identification and characterization of particular active compounds require further analyzes, and specific mechanisms leading to observed effects remain to be elucidated, but one should note that they were not aims of the current work. The presented results provide a proof of concept that the strategy of searching for various bioactive compounds in clones from fosmid metagenomic libraries may be effective and successful.
Following cyanobacteria were employed: Nodularia sp. isolated from a bloom which occurred in Gdańsk Bay (Baltic Sea, Poland) in June 2009, Nodularia sp. and Aphanizomenon flos-aquae isolated from a bloom which occurred in Gdańsk Bay (Baltic Sea, Poland) in May 2011, and following 5 strains isolated from Baltic Sea and deposited in Culture Collection of Northern Poland, CCNP, at University of Gdańsk (Poland): Microcystis aeruginosa CCNP 1101, Microcystis aeruginosa CCNP 1102, Microcystis aeruginosa CCNP 1103, Anabaena sp. CCNP 1406, and Synechocystis salina CCNP 1104.
Following bacterial strains were employed for testing antibacterial activities of extracts from libraries’ clones: Serratia marcescens, Pseudomonas aeruginosa, Staphylococcus aureus, Micrococcus luteus, Escherichia coli B, Escherichia coli O157:H7. Strains S. aureus DMB-pR1-20 and P. aeruginosa DMB-pR1-23 were isolated in the Medical University Hospital in Gdańsk, and identified with the use of VITEK Legacy (bioMérieux). Strain M. luteus DMB-pR1-1, isolated from the human throat [], and strain S. marcescens DMB-pR1-2 were kindly provided by Prof. T. Kaczorowski, Department of Microbiology, University of Gdansk; the identification of strain S. marcescens DMB-pR1-2 was confirmed by Elżbieta Mączak (University of Gdańsk). Clinical strain E. coli O157:H7 was obtained from the Cincinnati Children’s Hospital Medical Center [].
Human cell lines
Human Dermal Fibroblast adult line (HDFa; Cascade Biologics, Portland, OR, USA) was employed. The human breast adenocarcinoma (MCF-7) cell line was obtained from the Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Sweden. These cell lines were used in experiments testing effects of extracts from clones of libraries on viability of human cells.
Construction of cyanobacterial metagenomic libraries
Fosmid metagenomic libraries were constructed with the use of the CopyControl Fosmid Library Production Kit with pCC2FOS Vector (purchased from Epicentre Biotechnologies), according to manufacturer’s instructions. Cyanobacterial genomic DNA was isolated and purified as described previously [], and 20 μg of DNA from each isolation experiment were used for library construction. The final product of each construction procedure was 1 ml of phage lysate which was then used to infect E. coli T1R host strain (provided in CopyControl Fosmid Library Production Kit). Number of obtained clones in each experiment is provided in Table 1. Routinely, 0.1 ml of the lysate was used, and the rest (0.9 ml) is being stored for potential further use. For control experiments, a clone bearing the 41,285 bp fragment of E. coli genome, encompassing the region between abc2T and pdpN genes, was constructed and named 105–2.
Preparation of extracts from library clones
Bacterial (E. coli) clones from a gene library were cultured in 10 ml of LB medium (Sigma) supplemented with Fosmid Library AutoInduction Solution (Epicentre Biotechnologies; 1:500, v/v) at 37°C for 16 h at 150 rpm. Then, the cultures were centrifuged (4,000 rpm, 10 min), and the pellets were suspended in 2 ml of 0.01 M Tris–HCl buffer pH 7.0 (Sigma). The mixtures were sonicated (pulsar = 20% of maximal amplitude, 6 min) and filtered with the use of CA membrane filters (Corning).
Assessment of antibacterial activities of extracts
Preliminary tests were performed in 96-well plates. Bacterial strains were precultured in LB medium (Sigma) at 37°C for 16 h at 150 rpm. Suspensions of cultures were prepared to obtain a final inoculum of 2 × 105 cfu/ml in each assay. The cultures were incubated in 96-well plate in the presence of gene library clone extracts at concentrations between 0.5 and 25% (v/v) for 24 h. Then, optical density was measured at 570 nm. Data were obtained from at least three independent experiments.
After preliminary screening, more detailed assays were performed in flask cultures. Bacterial strains were precultured and inoculated as described above. 30 ml of cultures in LB medium were incubated at 37°C, at 150 rpm, in the presence of gene library clone extracts at final concentration 1% (v/v) for 24 h. Optical density was measured at 600 nm in time intervals for 24 h. Data were obtained from at least three independent experiments.
Estimation of effects of library clones on host cell growth
E. coli T1R cells bearing particular library clone were grown as described in the preceding section. Number of bacteria per ml of culture was determined at indicated times by measurement of A600. Generation time of each culture was calculated from results obtained during mid-exponential phase of growth.
Determination of human cell viability
MCF-7 cells were maintained in RPMI 1640 (Sigma) medium supplemented with 10% (v/v) fetal bovine serum and antibiotics (Sigma). HDFa cells were maintained in DMEM medium (Sigma) supplemented with 10% (v/v) fetal bovine serum (Sigma), antibiotics and 4 mM L-glutamine (Sigma).
Human cell viability was determined by the MTT method []. Briefly, cells were seeded at density of 4 × 103 per well of 96-well plate, and allowed to attach overnight. The medium was replaced with a fresh one supplemented with 1, 5, 10, 15, or 20% (v/v) of library clone extract, and the incubation was continued for 24 h. Then, 25 μl of MTT solution (4 mg/ml; Sigma) was added to each well. After 3 h incubation, the medium was removed, and 100 μl of DMSO per well was added. Absorbance was measured at 570 nm (with reference wavelength 660 nm). Data were obtained from at least three independent experiments.
DNA sequence determination and analysis
DNA sequences of selected clones were determined by commercial sequencing (Genomed S.A.). Sequences were analyzed using the BLAST software. ORFs were compared and analyzed using Clone Manager 7 (Sci-Ed Software).
Colony forming units
Dulbecco’s modified eagle’s medium
Lysogeny broth (also called Luria-Bertani broth)
Open reading frame
Roswell park memorial institute medium
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This work was supported by European Commission (grant no. 245137, project acronym: MAREX, large scale integrating project within KBBE-2009-3-2-01) and Ministry of Science and Higher Education, Poland (grant no. 1544/7.PR UE/2010/7).
The authors declare that they have no competing interests.
AF made the metagenomic libraries, designed the experiments of antibacterial and anticancer activity of genome library clone extracts and performed the experiments of antibacterial activity in flask cultures. AD and MS screened the gene libraries for antibacterial activity. MB screened the gene libraries for anticancer activity. TG analyzed the sequences of 123–2, 123–3 and 129–3 clones. JK isolated and cultured the cyanobacterial strains. SB and BN assisted in analyzing the results of experiments. GW provided the general concept of the study, supervised the work and drafted the manuscript. All authors read and approved the final manuscript.
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Felczykowska, A., Dydecka, A., Bohdanowicz, M. et al. The use of fosmid metagenomic libraries in preliminary screening for various biological activities. Microb Cell Fact 13, 105 (2014). https://doi.org/10.1186/s12934-014-0105-4
- Metagenomic libraries
- Escherichia coli cell factories
- Bioactive compounds