scholarly journals The generation and evolutionary study of novel aptamers for environmental contaminants

2021 ◽  
Author(s):  
◽  
Zak Murray

<p>The contamination of waterways by environmental pollutants is of growing global concern. The bio-accumulative properties of these contaminants suggest long-term impacts on many species, even those not directly exposed. There is ample evidence of the presence of environmental contaminants within biological fluids of humans, but their effects on health are largely unknown. Understanding the extent of this problem is hampered by labour-intensive extraction techniques that require expensive instrumentation and highly specialised technical expertise. Due to the prohibitive nature of routine analysis, the occurrence of many of these compounds in New Zealand waterways is unknown. Thus, a robust, portable and sensitive biosensor is urgently needed to guide regulatory agencies worldwide. Aptamers are single-stranded nucleic acid molecules that can bind to a specific target molecule with high affinity. Whilst the use of aptamers presents a novel technology to monitor small molecule environmental contaminants, the generation of high affinity aptamers has been limited. The objectives of this PhD study were to: (1) measure key emerging organic contaminants (EOC’s) in a selection of New Zealand waterways covering different land-use types; (2) generate and characterise aptamers that bind three key EOC’s, namely glyphosate, nonylphenol and oxybenzone, and; (3) explore the evolutionary pathways that random nucleotide libraries follow when generating aptamers to a small molecule under different stringencies. A novel bioinformatics pipeline for the analysis of high throughput (HT) SELEX data from multiple selection strategies has been developed and implemented.  The conventional method of gas chromatography mass spectrometry (GC-MS) was used to analyse water samples from waterways in the North Island of New Zealand. Technical nonylphenol equivalents and oxybenzone were detected above the minimum detection limit (7.5 ng/L and 0.5 ng/L respectively) at all sampled sites. Concentrations of nonylphenol exceeding environmental guidelines were detected in the Waiwhetu Stream, a small stream within an industrial area in Lower Hutt. The pesticide terbuthylazine was detected at all sampled sites with particular high concentrations in the Waiwhetu and Porirua Stream. Carbendazim (a fungicide) and hexazinone (a herbicide) were also highly prevalent being detected at 87.5% and 75% of sites respectively. Glyphosate was detected at 800 ng/L in both the Waiwhetu Stream and the Porirua Stream. In general, contaminant load was much higher in urban areas than rural or forested areas. These results indicate that EOCs are present in NZ waterways and are likely to be having an impact on aquatic species.  The selection of aptamers to three key EOC’s was completed using standard (glyphosate and nonylphenol) and high-throughput (HT) (oxybenzone) SELEX methodologies. DNA aptamers for glyphosate and oxybenzone were successfully generated and characterised. The GLY04 (glyphosate) and OXY-ED7-C1 (oxybenzone) aptamers were characterised using micro-scale thermophoresis and exhibited a Kd of 158 and 107.5 nM, respectively. This is the first report of a glyphosate-binding aptamer in the literature. Attempts to generate a DNA aptamer for nonylphenol were unsuccessful. Whilst five aptamer candidates were generated through 20 rounds of selection, they did not show any evidence of binding to the target molecule.   A HT-SELEX approach was utilised to study the effect of different selection parameters on the same starting library during the generation of an oxybenzone aptamer. Six strategies, compared to a standard protocol, were assessed including mutation via error-prone PCR, increased washing volume, increased detergent concentration, higher incubation temperature and negative selection and counter selection. Within each strategy, the frequency and enrichment of candidates at each SELEX round was determined using a novel bioinformatics pipeline. On average, higher frequency candidates were present at the end of SELEX within strategies using higher stringency. Higher enrichment was also observed in the strategy using the most stringent conditions.   In summary, this PhD study presents a number of novel findings. The wide-scale presence of key EOC’s in New Zealand waterways was determined. The generation of aptamers that bind to glyphosate and oxybenzone with a nanomolar affinity reveals that aptamers can be generated to such small molecules. This study also resulted in the development of a novel bioinformatics pipeline for HT-SELEX analysis that resulted in a number of recommendations on the design of such experiments. The findings presented herein highlight the possibilities and pitfalls of selecting future aptamers for EOC’s and for implementing HT-SELEX experiments.</p>

2021 ◽  
Author(s):  
◽  
Zak Murray

<p>The contamination of waterways by environmental pollutants is of growing global concern. The bio-accumulative properties of these contaminants suggest long-term impacts on many species, even those not directly exposed. There is ample evidence of the presence of environmental contaminants within biological fluids of humans, but their effects on health are largely unknown. Understanding the extent of this problem is hampered by labour-intensive extraction techniques that require expensive instrumentation and highly specialised technical expertise. Due to the prohibitive nature of routine analysis, the occurrence of many of these compounds in New Zealand waterways is unknown. Thus, a robust, portable and sensitive biosensor is urgently needed to guide regulatory agencies worldwide. Aptamers are single-stranded nucleic acid molecules that can bind to a specific target molecule with high affinity. Whilst the use of aptamers presents a novel technology to monitor small molecule environmental contaminants, the generation of high affinity aptamers has been limited. The objectives of this PhD study were to: (1) measure key emerging organic contaminants (EOC’s) in a selection of New Zealand waterways covering different land-use types; (2) generate and characterise aptamers that bind three key EOC’s, namely glyphosate, nonylphenol and oxybenzone, and; (3) explore the evolutionary pathways that random nucleotide libraries follow when generating aptamers to a small molecule under different stringencies. A novel bioinformatics pipeline for the analysis of high throughput (HT) SELEX data from multiple selection strategies has been developed and implemented.  The conventional method of gas chromatography mass spectrometry (GC-MS) was used to analyse water samples from waterways in the North Island of New Zealand. Technical nonylphenol equivalents and oxybenzone were detected above the minimum detection limit (7.5 ng/L and 0.5 ng/L respectively) at all sampled sites. Concentrations of nonylphenol exceeding environmental guidelines were detected in the Waiwhetu Stream, a small stream within an industrial area in Lower Hutt. The pesticide terbuthylazine was detected at all sampled sites with particular high concentrations in the Waiwhetu and Porirua Stream. Carbendazim (a fungicide) and hexazinone (a herbicide) were also highly prevalent being detected at 87.5% and 75% of sites respectively. Glyphosate was detected at 800 ng/L in both the Waiwhetu Stream and the Porirua Stream. In general, contaminant load was much higher in urban areas than rural or forested areas. These results indicate that EOCs are present in NZ waterways and are likely to be having an impact on aquatic species.  The selection of aptamers to three key EOC’s was completed using standard (glyphosate and nonylphenol) and high-throughput (HT) (oxybenzone) SELEX methodologies. DNA aptamers for glyphosate and oxybenzone were successfully generated and characterised. The GLY04 (glyphosate) and OXY-ED7-C1 (oxybenzone) aptamers were characterised using micro-scale thermophoresis and exhibited a Kd of 158 and 107.5 nM, respectively. This is the first report of a glyphosate-binding aptamer in the literature. Attempts to generate a DNA aptamer for nonylphenol were unsuccessful. Whilst five aptamer candidates were generated through 20 rounds of selection, they did not show any evidence of binding to the target molecule.   A HT-SELEX approach was utilised to study the effect of different selection parameters on the same starting library during the generation of an oxybenzone aptamer. Six strategies, compared to a standard protocol, were assessed including mutation via error-prone PCR, increased washing volume, increased detergent concentration, higher incubation temperature and negative selection and counter selection. Within each strategy, the frequency and enrichment of candidates at each SELEX round was determined using a novel bioinformatics pipeline. On average, higher frequency candidates were present at the end of SELEX within strategies using higher stringency. Higher enrichment was also observed in the strategy using the most stringent conditions.   In summary, this PhD study presents a number of novel findings. The wide-scale presence of key EOC’s in New Zealand waterways was determined. The generation of aptamers that bind to glyphosate and oxybenzone with a nanomolar affinity reveals that aptamers can be generated to such small molecules. This study also resulted in the development of a novel bioinformatics pipeline for HT-SELEX analysis that resulted in a number of recommendations on the design of such experiments. The findings presented herein highlight the possibilities and pitfalls of selecting future aptamers for EOC’s and for implementing HT-SELEX experiments.</p>


Author(s):  
B.R. Watkin

AN Aberystwyth selection of tall fescue (Festuca arundinacea Schreb.), known as S170, was sown with certified New Zealand white clover (Trifolium repens) and re' clover (T. pratense) and compared under sheep grazing with other grass/clover pastures at the Grasslands Division Regional Station at Lincoln (Watkin, 1975) .


Author(s):  
YuE Kravchenko ◽  
SV Ivanov ◽  
DS Kravchenko ◽  
EI Frolova ◽  
SP Chumakov

Selection of antibodies using phage display involves the preliminary cloning of the repertoire of sequences encoding antigen-binding domains into phagemid, which is considered the bottleneck of the method, limiting the resulting diversity of libraries and leading to the loss of poorly represented variants before the start of the selection procedure. Selection in cell-free conditions using a ribosomal display is devoid from this drawback, however is highly sensitive to PCR artifacts and the RNase contamination. The aim of the study was to test the efficiency of a combination of both methods, including pre-selection in a cell-free system to enrich the source library, followed by cloning and final selection using phage display. This approach may eliminate the shortcomings of each method and increase the efficiency of selection. For selection, alpaca VHH antibody sequences suitable for building an immune library were used due to the lack of VL domains. Analysis of immune libraries from the genes of the VH3, VHH3 and VH4 families showed that the VHH antibodies share in the VH3 and VH4 gene groups is insignificant, and selection from the combined library is less effective than from the VHH3 family of sequences. We found that the combination of ribosomal and phage displays leads to a higher enrichment of high-affinity fragments and avoids the loss of the original diversity during cloning. The combined method allowed us to obtain a greater number of different high-affinity sequences, and all the tested VHH fragments were able to specifically recognize the target, including the total protein extracts of cell cultures.


2011 ◽  
Vol 16 (8) ◽  
pp. 869-877 ◽  
Author(s):  
Duncan I. Mackie ◽  
David L. Roman

In this study, the authors used AlphaScreen technology to develop a high-throughput screening method for interrogating small-molecule libraries for inhibitors of the Gαo–RGS17 interaction. RGS17 is implicated in the growth, proliferation, metastasis, and the migration of prostate and lung cancers. RGS17 is upregulated in lung and prostate tumors up to a 13-fold increase over patient-matched normal tissues. Studies show RGS17 knockdown inhibits colony formation and decreases tumorigenesis in nude mice. The screen in this study uses a measurement of the Gαo–RGS17 protein–protein interaction, with an excellent Z score exceeding 0.73, a signal-to-noise ratio >70, and a screening time of 1100 compounds per hour. The authors screened the NCI Diversity Set II and determined 35 initial hits, of which 16 were confirmed after screening against controls. The 16 compounds exhibited IC50 <10 µM in dose–response experiments. Four exhibited IC50 values <6 µM while inhibiting the Gαo–RGS17 interaction >50% when compared to a biotinylated glutathione-S-transferase control. This report describes the first high-throughput screen for RGS17 inhibitors, as well as a novel paradigm adaptable to many other RGS proteins, which are emerging as attractive drug targets for modulating G-protein-coupled receptor signaling.


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