1,721,019 research outputs found
Going Beyond Counting First Authors in Author Co-citation Analysis
Get PDFThe present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
Screening bacterial symbionts of marine invertebrates for ribosomally synthesized natural products
Get PDF>Magister Scientiae - MScPharmaceutical research and development strategies rely on the constant discovery of novel natural products as potential drugs. Recent studies have shown that the
microorganisms associated with sponges are the true producers of some previously
isolated compounds. This study created a large collection of bacterial symbionts
associated with the South African marine sponge, Hamacantha esperioides. The
bioactivity assays performed, showed that 44 isolates produced compounds with
antimicrobial or anti-inflammatory activity. The successful identification of novel
species that produce potential natural products highlights the importance of cultivation-dependent methods. To further screen for natural products, a cultivation-independent approach was used. A sequenced-based method, based on the biosynthetic genes of polytheonamide, was developed to screen for proteusins in sponge metagenomic DNA and the genomes of bacterial symbionts. The degenerate primers could amplify the targeted genes from DNA known to contain homologues. Evaluation of the primers' specificity showed non-specific amplification of genes, some containing similar conserved domains as the target genes. This study demonstrated that the use and development of cultivation-dependent and -independent screens are important for the discovery of novel natural products from the symbiotic bacteria of South African sponges.National Research Foundation (NRF
Screening of marine bacteria as a source of bioactive secondary metabolites
Get PDF>Magister Scientiae - MScMarine invertebrate associated (MIA) bacteria are an important source of bioactive secondary metabolites with the potential to address the current anti-microbial resistance crisis experienced globally. Secondary metabolites (SM) have historically yielded several compounds with pharmaceutical applications such as anti-viral, anti-microbial, anti-cancer, anti-inflammatory and anti-parasitic. This study aimed to use bioassay and genomic approaches in the identification of MIA bacteria isolated from South African marine invertebrates as a source of bioactive compounds and the characterisation of the produced SMs using analytical techniques. A total of 23 MIA bacteria were cultured under different conditions (one strain many compounds approach (OSMAC)) to evaluate their ability to produce anti-microbial compounds against a panel of indicator strains namely Escherichia coli 1699, Bacillus cereus ATCC10702, Pseudomonas putida ATCC12633, Mycobacterium aurum A+, Staphylococcus epidermidis ATCC14990, Aspergillus fumigatus MRC and Candida albicans NIOH
Biodiscovery of Novel Bioactivities from the South African Marine Environment
No full textMagister Scientiae - MSc (Biotechnology)There is currently a global health crisis taking place, which is the increasing
occurrence of drug-resistant pathogens within clinical microorganisms. Drugresistant
pathogens are increasingly becoming more difficult to treat; whereas novel
drug discovery has declined, therefore there is an urgency to develop novel drug
candidates that are able to combat these infections.
The marine environment is an important source of biodiversity resulting from the
various environmental niches that have formed due to a multitude of conditions such
as, low temperatures, high pressure, various pH as well as salinity. These niches are
potentially able to harbour diverse bacterial communities therefore making the
marine environment a good source for the bioprospecting of novel microorganisms
and antimicrobial compounds
Bioactivity and genome guided isolation of a novel antimicrobial protein from Thalassomonas viridans
No full text>Magister Scientiae - MScThe continued emergence of bacterial resistance to the antibiotics currently employed to treat several diseases has added to the urgency to discover and develop novel antibiotics. It is well established that natural products have been the source of the most effective antibiotics that are currently being used to treat infectious diseases and they remain a major source for drug production. Natural products derived from marine microorganisms have received much attention in recent years due to their applications in human health. One of the biggest bottlenecks in the drug discovery pipeline is the rediscovery of known compounds. Hence, dereplication strategies such as genome sequencing, genome mining and LCMS/MS among others, are essential for unlocking novel chemistry as it directs compound discovery away from previously described compounds. In this study, the genome of a marine microorganism, Thalassomonas viridans XOM25T was mined and its antimicrobial activity was assessed against a range of microorganisms. Genome sequencing data revealed that T. viridans is a novel bacterium with an average nucleotide identity of 81% to its closest relative T. actiniarum. Furthermore, genome mining data revealed that 20% of the genome was committed to secondary metabolisms and that the pathways were highly novel at a sequence level. To our knowledge, this species has not previously been exploited for its antimicrobial activity. Hence, the aim of this study was to screen for bioactivity and identify the biosynthetic gene/s responsible for the observed bioactivity in T. viridans using a bioassay-and-genome- guided isolation approach to assess the bioactive agent. The bioassay-guided fractionation approach coupled to LCMS/MS led to the identification of a novel antimicrobial protein, TVP1. Bioinformatic analyses showed that TVP1 is a novel antimicrobial protein that is found in the tail region of a prophage in the T. viridans genome. Phage-derived proteins have previously been shown to induce larval settlement in some marine invertebrates. Since the mechanism of action of TVP1 remains unknown, it remains a speculation whether it may offer a similar function. More research is required to determine the biotechnological application and the role of TVP1 in its host and natural environment
Development of a high throughput cell-free metagenomic screening platform
Get PDFPhilosophiae Doctor - PhDThe estimated 5 × 10³⁰ prokaryotic cells inhabiting our planet sequester some 350–550 Petagrams (1 Pg = 1015 g) of carbon, 85–130 Pg of nitrogen, and 9–14 Pg of phosphorous, making them the largest reservoir of those nutrients on Earth (Whitman et al. 1998). However, reports suggest that only less than 1% of these microscopic organisms are cultivable (Torsvik et al. 1990; Sleator et al. 2008). Until recently with the development of metagenomic techniques, the knowledge of microbial diversity and their metabolic capabilities has been limited to this small fraction of cultivable organisms (Handelsman et al. 1998). While metagenomics has
undoubtedly revolutionised the field of microbiology and biotechnology it has been generally acknowledged that the current approaches for metagenomic bio- rospecting / screening have limitations which hinder this approach to fully access the metabolic potentials and genetic variations contained in microbial genomes (Beloqui et al. 2008). In particular, the construction of metagenomic libraries and heterologous expression are amongst the major obstacles. The aim of this study was to develop an ultra-high throughput approach for screening enzyme activities using uncloned metagenomic DNA, thereby eliminating cloning steps, and employing
in vitro heterologous expression. To achieve this, three widely used techniques: cell-free transcription-translation, in vitro compartmentalisation (IVC) and Fluorescence Activated Cell Sorting (FACS) were combined to develop this robust technique called metagenomic in vitro compartmentalisation (mIVC-FACS). Moreover, the E. coli commercial cell-free system was used in parallel to a novel, in-house Rhodococcus erythropolis based cell-free system. The versatility of this technique was tested by identifying novel beta-xylosidase encoding genes derived from a thermophilic compost metagenome. In addition, the efficiency of mIVC-FACS was compared to the traditional metagenomic approaches; function-based (clone library screening) and sequence-based (shotgun sequencing and PCR screening). The results obtained here show that the R. erythropolis cell-free system was over thirty-fold more effective than the E. coli based system based on the number of hits obtained per million double emulsions (dE) droplets screened. Six beta-xylosidase encoding genes were isolated and confirmed from twenty-eight positive dE droplets. Most of the droplets that were isolated from the same gate encoded the same enzyme, indicating that this technique is highly selective. A comparison of the hit rate of this screening approach with the traditional E. coli based fosmid library method shows that mIVC-FACS is at least 2.5 times more sensitive. Although only a few hits from the mIVC-FACS screening were selected for confirmation of beta-xylosidase activity, the proposed hit rate suggests that a significant number of positive hits are left un-accessed through the traditional clone library screening system. In addition, these results also suggest that E. coli expression system might be intrinsically sub-optimal for screening for hemicellulases from environmental genomes compared to R. erythropolis system. The workflow required for screening one million clones in a fosmid library was estimated to be about 320 hours compared to 144 hours required via the mIVC-FACS screening platform. Some of the gene products obtained in both screening platforms show multiple substrate activities, suggesting that the microbial consortia of composting material consist of microorganisms that produce enzymes with multiple lignocellulytic activities. While this platform still requires optimisation, we have demonstrated that this technique can be used to isolate genes encoding enzymes from mixed microbial genomes. mIVC-FACS is a promising technology with the potential to take metagenomic studies to the second generation of novel natural products bio-prospecting. The astonishing sensitivity and ultra-high throughput capacity of this technology offer numerous advantages in metagenomic bio-prospecting.National Research Foundation (NRF
Biosurfactant screening through metagenomic and culture-based approaches
No full text>Magister Scientiae - MScThe biosurfactant market is still predominantly represented by the three main products: surfactin, sophorolipids, and rhamnolipids, mainly as a result of the high cost and low yield associated with biosurfactant production. Moreover, only a few novel structures have been discovered in the last decade, due to a lack of interest, low hit rate, and high redundancy, in which the predominant microorganisms producing the same group of biosurfactants are isolated. Hence, there is the obvious need to open up the market with structurally and functionally diverse compounds that have the potential to tailor to specific needs or applications in different industries
Development of a high throughput cell-free metagenomic screening platform
No full textPhilosophiae Doctor - PhDThe estimated 5 × 10³⁰ prokaryotic cells inhabiting our planet sequester some 350–550 Petagrams (1 Pg = 1015 g) of carbon, 85–130 Pg of nitrogen, and 9–14 Pg of phosphorous, making them the largest reservoir of those nutrients on Earth (Whitman et al. 1998). However, reports suggest that only less than 1% of these microscopic organisms are cultivable (Torsvik et al. 1990; Sleator et al. 2008). Until recently with the development of metagenomic techniques, the knowledge of microbial diversity and their metabolic capabilities has been limited to this small fraction of cultivable organisms (Handelsman et al. 1998). While metagenomics has
undoubtedly revolutionised the field of microbiology and biotechnology it has been generally acknowledged that the current approaches for metagenomic bio- rospecting / screening have limitations which hinder this approach to fully access the metabolic potentials and genetic variations contained in microbial genomes (Beloqui et al. 2008). In particular, the construction of metagenomic libraries and heterologous expression are amongst the major obstacles. The aim of this study was to develop an ultra-high throughput approach for screening enzyme activities using uncloned metagenomic DNA, thereby eliminating cloning steps, and employing
in vitro heterologous expression. To achieve this, three widely used techniques: cell-free transcription-translation, in vitro compartmentalisation (IVC) and Fluorescence Activated Cell Sorting (FACS) were combined to develop this robust technique called metagenomic in vitro compartmentalisation (mIVC-FACS). Moreover, the E. coli commercial cell-free system was used in parallel to a novel, in-house Rhodococcus erythropolis based cell-free system. The versatility of this technique was tested by identifying novel beta-xylosidase encoding genes derived from a thermophilic compost metagenome. In addition, the efficiency of mIVC-FACS was compared to the traditional metagenomic approaches; function-based (clone library screening) and sequence-based (shotgun sequencing and PCR screening). The results obtained here show that the R. erythropolis cell-free system was over thirty-fold more effective than the E. coli based system based on the number of hits obtained per million double emulsions (dE) droplets screened. Six beta-xylosidase encoding genes were isolated and confirmed from twenty-eight positive dE droplets. Most of the droplets that were isolated from the same gate encoded the same enzyme, indicating that this technique is highly selective. A comparison of the hit rate of this screening approach with the traditional E. coli based fosmid library method shows that mIVC-FACS is at least 2.5 times more sensitive. Although only a few hits from the mIVC-FACS screening were selected for confirmation of beta-xylosidase activity, the proposed hit rate suggests that a significant number of positive hits are left un-accessed through the traditional clone library screening system. In addition, these results also suggest that E. coli expression system might be intrinsically sub-optimal for screening for hemicellulases from environmental genomes compared to R. erythropolis system. The workflow required for screening one million clones in a fosmid library was estimated to be about 320 hours compared to 144 hours required via the mIVC-FACS screening platform. Some of the gene products obtained in both screening platforms show multiple substrate activities, suggesting that the microbial consortia of composting material consist of microorganisms that produce enzymes with multiple lignocellulytic activities. While this platform still requires optimisation, we have demonstrated that this technique can be used to isolate genes encoding enzymes from mixed microbial genomes. mIVC-FACS is a promising technology with the potential to take metagenomic studies to the second generation of novel natural products bio-prospecting. The astonishing sensitivity and ultra-high throughput capacity of this technology offer numerous advantages in metagenomic bio-prospecting.National Research Foundation (NRF
Development of a novel high throughput method for identifying phage-host pairs in an extreme environment
No full textPhilosophiae Doctor - PhDThere are approximately 10³¹ bacteriophages in the biosphere, outnumbering bacteria 10:1, hence, the dynamic and specific nature of phage-host interactions exerts significant influence on microbial communities. Bacteriophages also represent the reservoir of the highest known genetic diversity making them a potential source of novel biotechnological products. However, the isolation of novel bacteriophages is limited by the observation that less than 1% of bacterial hosts have been cultured. This study aimed to bypass this problem by developing novel culture independent approaches to improve our ability to isolate novel phage-host pairs. Samples were collected from an abandoned copper prospecting site near the Gobabeb Desert Research and Training Station and a Salt lake located in the Swakopmund region of the Namibian desert. Two approaches were explored in this study namely viral tagging and reverse metaviromics. For viral tagging, fluorescently labelling the environmental phage fraction before challenging the environmental bacterial fraction with tagged phages proved difficult. This was most likely due to the complex interaction of the labelling agent with phages and requires further studies. For the reverse metaviromics approach, total DNA from the environmental phage fractions was extracted, sequenced and analyzed for novel phages. Analysis of the phage diversity showed that the copper site was dominated by tailed viruses as has been shown for other extreme arid environments. However, the saline site was atypical of marine environments, with tailed viruses being the most abundant, suggesting that the diversity present is not only driven by salinity. Using the metaviromic sequence data to guide the selection of potential bacterial hosts, two strategies were employed. In the first, putative hosts were predicted based on similarity of phage sequences to those identified in databases. Media targeting these specific genera were employed, 8 bacterial species were isolated and based on 16S rRNA similarity to the closest known species were identified as Halomonas caseinilytica, Halomonas eurihalina, Halomonas sinaiensis, Idiomarina loihiensis, Marinobacter xestospongiae, Virgibacillus salarius and two Salinivibrio species. The 16S rRNA analysis also suggested that H. sinaiensis, V. salarius and both Salinivibrio species are novel. All 8 isolates were challenged with the environmental phage fraction. A novel phage, SMHB1, was isolated on one of the Salinivibrio spp. and is only the second characterized phage ever described for this genus. SMHB1 is a 32 kb myovirus, with a head diameter of 56 nm, and a tail length of 106 nm. The second approach involved the design of fluorescently labelled probes targeting phages identified from the metaviromic sequence data. In a control E. coli system to detect cloned phage DNA fragments, 87% of the interrogated cells showed significant hybridization of the phage specific probe to the target. The optimized method was applied to a simulated environmental bacterial fraction and a detection limit of 1:100 was observed for the bacteria containing the phage DNA fragment of interest. This study demonstrates the possibility of improving the specificity of isolating phage-host pairs in a culture-independent manner by incorporating sequence data in the experimental design; and contributes to our knowledge of the phage diversity of an understudied extreme environment
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