Nasa Savory

Selection of DNA aptamer against prostate specific antigen using a genetic algorithm and application to sensing

In order to construct an aptasensor, aptamers that show high affinity for target molecules are required. While the systematic evolution of ligands by exponential enrichment (SELEX) is an efficient method for selecting aptamers, it sometimes fails to obtain aptamers with high affinity and so additional improvements are required. We applied a genetic algorithm (GA) to post-SELEX screening as an in silico maturation of aptamers. First, we pre-selected DNA aptamers against prostate specific antigen (PSA) through three rounds of SELEX. To improve the PSA-binding ability of the aptamers, we carried out post-SELEX screening using GA with the pre-selected oligonucleotide sequences. For screening using GA, we replicated the oligonucleotide sequences obtained through SELEX, crossed over and mutated in silico resulting in 20 sequences. Those oligonucleotide sequences were synthesized and assayed in vitro. Then, the oligonucleotides were ranked according to PSA-binding ability and the top sequences were selected for the next cycle of GA operation. After GA operations, we identified the aptamer showing a 48-fold higher PSA-binding ability than candidates obtained by SELEX. The dissociation constant (K(D)) of the obtained aptamer was estimated to be several tens of nM. We demonstrated sensing of PSA using the obtained aptamer and succeeded in sensing PSA concentrations between 40 and 100 nM. This is the first report of a DNA aptamer against PSA and its application to PSA sensing.

Methods for Improving Aptamer Binding Affinity

Aptamers are single stranded oligonucleotides that bind a wide range of biological targets. Although aptamers can be isolated from pools of random sequence oligonucleotides using affinity-based selection, aptamers with high affinities are not always obtained. Therefore, further refinement of aptamers is required to achieve desired binding affinities. The optimization of primary sequences and stabilization of aptamer conformations are the main approaches to refining the binding properties of aptamers. In particular, sequence optimization using combined in silico sequence recombinations and in vitro functional evaluations is effective for the improvement of binding affinities, however, the binding affinities of aptamers are limited by the low hydrophobicity of nucleic acids. Accordingly, introduction of hydrophobic moieties into aptamers expands the diversity of interactions between aptamers and targets. Moreover, construction of multivalent aptamers by connecting aptamers that recognize distinct epitopes is an attractive approach to substantial increases in binding affinity. In addition, binding affinities can be tuned by optimizing the scaffolds of multivalent constructs. In this review, we summarize the various techniques for improving the binding affinities of aptamers.

In silico maturation of binding‐specificity of DNA aptamers against Proteus mirabilis

Proteus mirabilis is a prominent cause of catheter‐associated urinary tract infections (CAUTIs) among patients undergoing long‐term bladder catheterization. There are currently no effective means of preventing P. mirabilis infections, and strategies for prophylaxis and rapid early diagnosis are urgently required. Aptamers offer significant potential for development of countermeasures against P. mirabilis CAUTI and are an ideal class of molecules for the development of diagnostics and therapeutics. Here we demonstrate the application of Cell‐SELEX to identify DNA aptamers that show high affinity for P. mirabilis. While the aptamers identified displayed high affinity for P. mirabilis cells in dot blotting assays, they also bound to other uropathogenic bacteria. To improve aptamer specificity for P. mirabilis, an in silico maturation (ISM) approach was employed. Two cycles of ISM allowed the identification of an aptamer showing 36% higher specificity, evaluated as a ratio of binding signal for P. mirabilis to that for Escherichia coli (also a cause of CAUTI and the most common urinary tract pathogen). Aptamers that specifically recognize P. mirabilis would have diagnostic and therapeutic values and constitute useful tools for studying membrane‐associated proteins in this organism. Biotechnol. Bioeng. 2013;110: 2573–2580.

Simultaneous improvement of specificity and affinity of aptamers against Streptococcus mutans by in silico maturation for biosensor development

In silico evolution with an in vitro system can facilitate the development of functional aptamers with high specificity and affinity. Although a general technique known as systematic evolution of ligand by exponential enrichment (SELEX) is an efficient method for aptamer selection, it sometimes fails to identify aptamers with sufficient binding properties. We have previously developed in silico maturation (ISM) to improve functions of aptamers based on genetic algorithms. ISM represents an intelligent exploitation of a random search within a defined sequence space to optimize aptamer sequences and improve their function of interest. Here we demonstrated a successful application of ISM of aptamers to simultaneously improve specificity and affinity for Streptococcus mutans with discovery of a core sequence, which was required to form a polymerized guanine quadruplex structure for target binding. We applied ISM to aptamers selected by whole‐cell SELEX and identified an aptamer with up to 16‐fold improvement in affinity compared to its parent aptamers, and specificity was increased to show 12‐fold more binding to S. mutans than to Lactobacillus acidophilus. Furthermore, we demonstrated a specific flow‐through detection of S. mutans at a concentration range of 1 × 105–108 CFU/mL using the evolved aptamer immobilized on gold colloids. Biotechnol. Bioeng. 2014;111: 454–461.

Development of a novel biosensing system based on the structural change of a polymerized guanine-quadruplex DNA nanostructure

By inserting an adenosine aptamer into an aptamer that forms a G-quadruplex, we developed an adaptor molecule, named the Gq-switch, which links an electrode with flavin adenine dinucleotide-dependent glucose dehydrogenase (FADGDH) that is capable of transferring electron to a electrode directly. First, we selected an FADGDH-binding aptamer and identified that its sequence is composed of two blocks of consecutive six guanine bases and it forms a polymerized G-quadruplex structure. Then, we inserted a sequence of an adenosine aptamer between the two blocks of consecutive guanine bases, and we found it also bound to adenosine. Then we named it as Gq-switch. In the absence of adenosine, the Gq-switch-FADGDH complex forms a 30-nm high bulb-shaped structure that changes in the presence of adenosine to give an 8-nm high wire-shaped structure. This structural change brings the FADGDH sufficiently close to the electrode for electron transfer to occur, and the adenosine can be detected from the current produced by the FADGDH. Adenosine was successfully detected with a concentration dependency using the Gq-switch-FADGDH complex immobilized Au electrode by measuring response current to the addition of glucose.

Selection of DNA aptamers against uropathogenic Escherichia coli NSM59 by quantitative PCR controlled Cell-SELEX

In order to better control nosocomial infections, and facilitate the most prudent and effective use of antibiotics, improved strategies for the rapid detection and identification of problematic bacterial pathogens are required. DNA aptamers have much potential in the development of diagnostic assays and biosensors to address this important healthcare need, but further development of aptamers targeting common pathogens, and the strategies used to obtain specific aptamers are required. Here we demonstrate the application of a quantitative PCR (qPCR) controlled Cell-SELEX process, coupled with downstream secondary-conformation-based aptamer profiling. We used this approach to identify and select DNA aptamers targeted against uropathogenic Escherichia coli, for which specific aptamers are currently lacking, despite the prevalence of these infections. The use of qPCR to monitor the Cell-SELEX process permitted a minimal number of SELEX cycles to be employed, as well as the cycle-by-cycle optimisation of standard PCR amplification of recovered aptamer pools at each round. Identification of useful aptamer candidates was also facilitated by profiling of secondary conformations and selection based on putative aptamer secondary structure. One aptamer selected this way (designated EcA5-27), displaying a guanine-quadruplex sequence motif, was shown to have high affinity and specificity for target cells, and the potential to discriminate between distinct strains of E. coli, highlighting the possibility for development of aptamers selectively recognising pathogenic strains. Overall, the identified aptamers hold much potential for the development of rapid diagnostic assays for nosocomial urinary tract infections caused by E. coli.

DNA aptamers against the Cry j 2 allergen of Japanese cedar pollen for biosensing applications

Sensing pollen allergens is required to prevent allergic disorders such as pollinosis. Aptamers, which bind to specific molecules, offer great potential as useful tools for detecting pollen allergens as measures against allergic disorders. Here, we report the identification of DNA aptamers binding to Cry j 2, one of the major allergens in Japanese cedar pollen, and the histochemical sensing of Cry j 2 in ruptured Japanese cedar pollen. DNA aptamers were selected by systematic evolution of ligands by exponential enrichment (SELEX) using nitrocellulose membranes. Through four rounds of SELEX, we identified aptamers binding to Cry j 2. The aptamers generated staining in ruptured Japanese cedar pollen on glass slides without extraction, similar to anti-Cry j 2 antibodies. The staining was compatible with starch localization, in which Cry j 2 is present. An aptamer, CJ2-06, which had high and specific binding ability to Cry j 2 (K(d)=24 nM), detected an amount of Cry j 2 equivalent to that in several tens of micrograms of pollen. Cry j 2 contained in house dust was detected in a spike test. The aptamers identified in this study can be powerful tools for allergen recognition in the practical biosensing of Cry j 2, leading to preventive measures against allergic disorders caused by Japanese cedar pollen.

Two-Dimensional Electrophoresis-Based Selection of Aptamers Against an Unidentified Protein in a Tissue Sample

A fully automated two-dimensional electrophoresis (2DE) system was employed for DNA aptamer selection against an unidentified protein in a mouse liver tissue extract as a model target. A 2DE-based systematic evolution of ligands by exponential enrichment (2DE-SELEX) was demonstrated for aptamer selection against a single protein spot that was separated on a nitrocellulose membrane. After four iterative 2DE-SELEX cycles, the oligonucleotide pool was sequenced and aptamer sequences were identified. A blotting assay showed that an identified aptamer with a stable stem–loop structure had specific binding activity against the target protein. The 2DE-SELEX was shown to be promising for the development of aptamers against unidentified proteins in complex samples for proteomic analysis and biomarker discovery. Supplemental materials are available for this article. Go to the publishers online edition of Analytical Letters to view the supplemental file.

Improvement of the VEGF binding ability of DNA aptamers through in silico maturation and multimerization strategy

Aptamers are mainly selected by in vitro selection using random nucleic acid libraries. These aptamers have often shown insufficient affinity for biomedical applications. We improved DNA aptamer binding affinity for vascular endothelial growth factor (VEGF) through in silico maturation (ISM) and aptamer multimerization. ISM is one of a number of evolutionary approaches and aptamer multimerization is one of several semi-rational strategies to improve function. We first reselected VEGF-binding aptamers using a partially randomized DNA library and identified two aptamers with higher binding ability than that of a known aptamer. We conducted ISM using the re-selected aptamers to optimize the key loop sequences created by a three-way junction structure. After five ISM rounds, we identified aptamer 2G19 [dissociation constant (Kd), 52 nM] as a local optimum of the defined search space. We characterized the aptamer and found that a specific stem-loop structure was involved in aptamer VEGF recognition. To further improve its affinity for VEGF, we multimerized 2G19 or its stem-loop structure. The designed SL5-trivalent aptamer (Kd, 0.37 nM) with three binding motifs significantly increased binding affinity, representing a 500-fold improvement from systematic evolution of ligands by exponential enrichment-selected aptamers.

In silico Maturation: Processing Sequences to Improve Biopolymer Functions Based on Genetic Algorithms

Peptide ligands and oligonucleotide aptamers are promising agents in therapeutic and diagnostic applications. Conventional technologies to develop these biopolymers depend on screening of functional sequences from a combinatorial library. Because the relationship between a biopolymer sequence and its function is a complex and multidimensional problem, identification of sequences for a desired function cannot be readily accomplished only by rational approaches. To solve such problems, genetic algorithms (GAs) represent an intelligent strategy to perform random search in a defined sequence space. This methodology permits progressive exploration of the sequence space and evolving biopolymer functions. In this chapter, we present an overview of GA-based approaches to develop functional peptide ligands and oligonucleotide aptamers. We review recent trends in GA-based optimization of biopolymer sequences to improve targeted functions.