A sol-gel-based microfluidics system enhances the efficiency of RNA aptamer selection

RNA and DNA aptamers that bind to target molecules with high specificity and affinity have been a focus of diagnostics and therapeutic research. These aptamers are obtained by SELEX often requiring many rounds of selection and amplification. Recently, we have shown the efficient binding and elution of RNA aptamers against target proteins using a microfluidic chip that incorporates 5 sol-gel binding droplets within which specific target proteins are imbedded. Here, we demonstrate that our microfluidic chip in a SELEX experiment greatly improved selection efficiency of RNA aptamers to TATA-binding protein, reducing the number of selection cycles needed to produce high affinity aptamers by about 80%. Many aptamers were identical or homologous to those isolated previously by conventional filter-binding SELEX. The microfluidic chip SELEX is readily scalable using a sol-gel microarray-based target multiplexing. Additionally, we show that sol-gel embedded protein arrays can be used as a high-throughput assay for quantifying binding affinities of aptamers.     

筛选环孢霉素A适体的SELEX技术的建立

体外合成一个全长78个核苷酸,中间含35个随机序列的随机单链寡核苷酸序列(ssDNA)文库,运用指数富集的配体系统进化(SELEX)技术,以环孢霉素A(CsA)为靶目标,以磁珠作为筛选介质,利用生物素 链酶抗生物素 辣根过氧化物酶系统,检测每轮ssDNA文库与CsA的亲和力,筛选并鉴定CsA特异性的适体.经过11轮的筛选,ssDNA文库与CsA的亲和力呈上升趋势.将第10轮筛选产物克隆测序并运用相关软件进行一级结构和二级结构分析.随机挑选的19个克隆适体,根据一级结构的同源性可分为5个家族,二级结构预测以茎环(发夹)为主,这可能是适体与CsA作用的部位. CsA特异性的适体将用于酶联法、免疫荧光法等对CsA进行检测.     

Characterisation of aptamer–target interactions by branched selection and high-throughput sequencing of SELEX pools

Nucleic acid aptamer selection by systematic evolution of ligands by exponential enrichment (SELEX) has shown great promise for use in the development of research tools, therapeutics and diagnostics. Typically, aptamers are identified from libraries containing up to 10¹⁶ different RNA or DNA sequences by 5–10 rounds of affinity selection towards a target of interest. Such library screenings can result in complex pools of many target-binding aptamers. New high-throughput sequencing techniques may potentially revolutionise aptamer selection by allowing quantitative assessment of the dynamic changes in the pool composition during the SELEX process and by facilitating large-scale post-SELEX characterisation. In the present study, we demonstrate how high-throughput sequencing of SELEX pools, before and after a single round of branched selection for binding to different target variants, can provide detailed information about aptamer binding sites, preferences for specific target conformations, and functional effects of the aptamers. The procedure was applied on a diverse pool of 2′-fluoropyrimidine-modified RNA enriched for aptamers specific for the serpin plasminogen activator inhibitor-1 (PAI-1) through five rounds of standard selection. The results demonstrate that it is possible to perform large-scale detailed characterisation of aptamer sequences directly in the complex pools obtained from library selection methods, thus without the need to produce individual aptamers.     

In Vitro Selection of RNA Aptamers Directed Against Protein E: A Haemophilus influenzae Adhesin

Protein E (PE) of Haemophilus influenzae is a highly conserved ubiquitous surface protein involved in adhesion to and activation of epithelial cells. The host proteins—vitronectin, laminin, and plasminogen are major targets for PE-dependent interactions with the host. To identify novel inhibitory molecules of PE, we used an in vitro selection method based on systematic evolution of ligands by exponential enrichment known as SELEX in order to select 2′F-modified RNA aptamers that specifically bind to PE. Fourteen selection cycles were performed with decreasing concentrations of PE. Sequencing of clones from the 14th selection round revealed the presence of semiconserved sequence motifs in loop regions of the RNA aptamers. Among these, three aptamers showed the highest affinity to PE in electrophoretic mobility shift assays and in dot blots. These three aptamers also inhibited the interaction of PE with vitronectin as revealed by ELISA. Moreover, pre-treatment of H. influenzae with the aptamers significantly inhibited binding of vitronectin to the bacterial surface. Biacore experiments indicated that one of the aptamers had a higher binding affinity for PE as compared to the other aptamers. Our results show that it is possible to select RNA inhibitors against bacterial adhesins using SELEX in order to inhibit interactions with target proteins.     

综述与专论: 核酸适配体筛选与亲和力评价技术主要研究方向、进展与挑战

核酸适配体是一类具有特异性分子识别能力的单链DNA或者RNA分子,通过指数富集的配体系统进化技术（SELEX）筛选得到。核酸适配体相比抗体具有热稳定性高、便于化学合成与修饰、免疫原性低等优点,在生物分析、生物医学、生物技术等众多领域引起广泛关注。高质量的核酸适配体是应用的基础,然而目前能够满足实际应用的核酸适配体数量还非常有限。如何获得高亲和力、高特异性、高体内稳定性的核酸适配体是核酸适配体领域的技术瓶颈。本文首先简单介绍了SELEX技术的基本原理和核酸库的设计、筛选过程监控、次级文库制备、测序和候选适配体筛选等关键步骤。接着归纳总结了30多年来核酸适配体筛选技术的6个主要研究方向、研究进展和局限性。这6个主要研究方向分别是提高适配体特异性的筛选方法、提高适配体稳定性（抗核酸酶降解能力）的筛选方法、快速筛选方法、复杂靶标适配体筛选方法、小分子靶标适配体筛选方法、提高适配体亲和力的筛选方法。其中快速筛选技术是长期以来持续关注的研究方向,几乎所有物理分离手段都已用于提高SELEX的筛选效率。最近,高效化学反应与SELEX技术的结合为核酸适配体的快速筛选提供了新的策略。本文随后对适合小分子靶标核酸适配体筛选的3类方法进展和存在的问题进行了重点评述。这3类方法分别是基于靶标固定的筛选技术、基于文库固定的筛选技术（捕获-SELEX,Capture-SELEX）和均相筛选技术（氧化石墨烯-SELEX,GO-SELEX）。基于靶标固定的筛选技术尽管存在空间位阻等众多问题,由于其操作的简单性,目前依然应用广泛。近年来Capture-SELEX应用广泛。结合36种靶标适配体的筛选实验条件（文库设计、正筛靶标浓度、负筛靶标的选择和浓度）和所获得的适配体的亲和力（K_D,解离常数,dissociation constant）和特异性,对Capture-SELEX的实验条件与适配体性能的关系进行了讨论。统计数据表明,降低正筛靶标浓度有利于提高适配体的亲和力,但不是必要条件。负筛选是目前提高适配体特异性的主要技术手段,但适配体的特异性还不能满足实际需求。负筛选靶标及其浓度的选择差异很大,而且36种靶标中有20种靶标的适配体筛选没有进行负筛选。如何提高核酸适配体的特异性是目前小分子靶标核酸适配体所面临的难题,急需寻找新的策略。本文还列表归纳了近三年利用GO-SELEX进行的13种小分子靶标的实验条件和所获得的适配体的K_D和特异性。统计数据表明,GO-SELEX比Capture-SELEX所需要的筛选轮数少,两种方法所获得的适配体的亲和力多在纳摩尔每升水平。Capture-SELEX相对较低的筛选效率应该主要由于文库的自解离问题。核酸适配体的亲和力评价是候选核酸适配体结构与性能评价的重要组成部分。常用的核酸适配体亲和力评价技术包括基于分离、基于固定、均相体系三大类十多种方法。假阳性和假阴性是各种评价技术都有可能存在的问题。本文以纳米金比色法和等温热滴定技术为例评述技术进展,讨论导致不同亲和力评价技术结果不一致性问题的根本原因。本文最后对核酸适配体筛选技术、亲和力评价技术和技术的标准化的未来发展趋势进行了展望。     

Sequence-constructive SELEX: A new strategy for screening DNA aptamer binding to Globo H

We proposed to use a novel stepwise sequence-constructive SELEX method to develop DNA aptamers that can recognize Globo H which is a tumor-associated carbohydrate antigen. A combinatorial synthetic library that consisted of DNA molecules with randomized regions of 15-bases was used as the starting library for the first SELEX procedure. The input DNA library for the second round of SELEX consisted of the extension of the 5′ and 3′-ends with 7-bases that were randomized from four selected aptamers. The third round of SELEX was performed following the same procedures as described for the second round of SELEX. The experimental results indicate that the binding affinity of DNA aptamers to Globo H was enhanced when using the sequence-constructive SELEX approach. The selectivity of the DNA aptamers for related disaccharides, mannose derivatives, and Globo H analogs demonstrated the ability of the DNA aptamers to discriminate the presence of various glycans with different structures.     

SELEX技术筛选变形链球菌UA159适配子可行性的研究

目的:研究SELEX技术用于筛选口腔致龋菌适配子的可行性。方法:化学合成长度为35mer的随机ssDNA文库,利用SE-LEX技术,分别以变形链球菌UA159(以下简称变链UA159)、乳杆菌和离心管作为靶物质,筛选适配子,不对称PCR扩增筛选产物,所得适配子进行克隆、测序,分析其二级结构,并对其二级结构进行了初步分析。结果:显示各个靶物质的筛选产物在第二轮筛选时就已经表现出具有特征性的二级结构。结论:SELEX技术可以用于口腔致龋菌适配子的筛选。     

用于未纯化蛋白样品核酸适配体筛选的Western印迹-SELEX筛选技术的建立

目的:建立一种基于Western印迹的指数式富集的配体系统进化(SELEX)技术,用于未纯化蛋白样品核酸适配体筛选。方法:将目的蛋白经SDS-PAGE分离后转移到PVDF膜上,用生物素标记的ss DNA与PVDF膜上的蛋白共同孵育,获得能与靶蛋白特异结合的适配体,最后通过生物素-链霉亲和素-辣根过氧化物酶系统、基因克隆测序、MEME在线软件和RNAstructure软件分析适配体的一、二级结构,并对筛选得到的适配体进行鉴定。结果:经过4轮筛选,获得了能特异识别靶蛋白而不识别无关蛋白的适配体,原库Gp45则与上述蛋白均没有结合。结论:建立了Western印迹-SELEX技术,可用于未纯化蛋白样品核酸适配体筛选。     

Selection of DNA aptamers using atomic force microscopy

Atomic force microscopy (AFM) can detect the adhesion or affinity force between a sample surface and cantilever, dynamically. This feature is useful as a method for the selection of aptamers that bind to their targets with very high affinity. Therefore, we propose the Systematic Evolution of Ligands by an EXponential enrichment (SELEX) method using AFM to obtain aptamers that have a strong affinity for target molecules. In this study, thrombin was chosen as the target molecule, and an ‘AFM-SELEX’ cycle was performed. As a result, selected cycles were completed with only three rounds, and many of the obtained aptamers had a higher affinity to thrombin than the conventional thrombin aptamer. Moreover, one type of obtained aptamer had a high affinity to thrombin as well as the anti-thrombin antibody. AFM-SELEX is, therefore, considered to be an available method for the selection of DNA aptamers that have a high affinity for their target molecules.     

Advances in SELEX and application of aptamers in the central nervous system

SELEX (Systematic Evolution of Ligands by Exponential Enrichment) is a screening technique that involves the progressive selection of highly specific ligands by repeated rounds of partition and amplification from a large combinatorial nucleic acid library. The products of the selection are called aptamers, which are short single stranded DNA or RNA molecules, binding with high affinity, attributed to their specific three-dimensional shapes, to a large variety of targets, ranging from small molecules to complex mixtures. Various improvement of the original SELEX method described in 1990 have been obtained recently, such as capillary electrophoresis SELEX, Toggle-SELEX, Tailored-SELEX, Photo-SELEX, and others. These new variants greatly shorten time of selection and improve aptamer affinity and specificity. Such aptamers have great potential as detecting and/or diagnostic reagents. Furthermore, some aptamers specifically inhibit biological functions of targeted proteins, and are considered as potent therapeutic lead structures evaluated in preclinical disease models. Recently, one aptamer has been approved by Food and Drug Administration of US for treating age-related macular degeneration. This review presents recent advances in the field of SELEX with special emphasis on applications of aptamers as analytical, diagnostic and therapeutic tools in the central nervous system.     

抑制肿瘤坏死因子-α的DNA适配子的筛选与鉴定

应用SELEX技术筛选能与TNF结合的DNA适配子。化学合成随机寡聚DNA库,以TNF为靶蛋白,经过12轮SELEX筛选,将所得产物克隆、测序。根据所测序列化学合成寡聚DNA适配子,用生物素_亲和素_辣根过氧化物酶显色系统检测适配子与TNF的结合活性;用鼠L929细胞检测适配子拮抗TNF活性。结果显示,所筛选到的寡聚DNA能与TNF-α高亲和力结合,并能在细胞培养中拮抗TNF-α的细胞毒活性。     

适配体的筛选及在生命分析化学中的应用

指数级富集的配体系统进化技术（SELEX）是近年来发展的获得能够与靶分子高特异性和高亲力结合的寡核苷酸序列（适配体）的筛选技术。目前多种靶分子的适配体如蛋白或小分子,都已经通过SELEX技术筛选获得,使适配体在蛋白质组研究、临床医学、药物研发及基因调控等领域已经成为重要的研究工具。本文就近几年适配体的筛选技术及在生命分析化学中的应用发展方面进行了综述。     

SELEX for tubulin affords specific T-rich DNA aptamers. Systematic evolution of ligands by exponeential enrichment.

We succeeded in acquiring two DNA aptamers that selectively recognize tubulin by the SELEX method. A pool of single-stranded oligo-DNAs including a random region of 59 nucleotides was screened by SELEX for tubulin purified from calf-brain as a target. After 20 repetitions of selection round, the library converged on specific T-rich sequences. The binding activity of T-rich clones was analyzed by the SPR sensor to determine their dissociation constants to be in the order of 10 microM.     

Monitoring Genomic Sequences during SELEX Using High-Throughput Sequencing: Neutral SELEX

Background

SELEX is a well established in vitro selection tool to analyze the structure of ligand-binding nucleic acid sequences called aptamers. Genomic SELEX transforms SELEX into a tool to discover novel, genomically encoded RNA or DNA sequences binding a ligand of interest, called genomic aptamers. Concerns have been raised regarding requirements imposed on RNA sequences undergoing SELEX selection.

Methodology/Principal Findings

To evaluate SELEX and assess the extent of these effects, we designed and performed a Neutral SELEX experiment omitting the selection step, such that the sequences are under the sole selective pressure of SELEX''s amplification steps. Using high-throughput sequencing, we obtained thousands of full-length sequences from the initial genomic library and the pools after each of the 10 rounds of Neutral SELEX. We compared these to sequences obtained from a Genomic SELEX experiment deriving from the same initial library, but screening for RNAs binding with high affinity to the E. coli regulator protein Hfq. With each round of Neutral SELEX, sequences became less stable and changed in nucleotide content, but no sequences were enriched. In contrast, we detected substantial enrichment in the Hfq-selected set with enriched sequences having structural stability similar to the neutral sequences but with significantly different nucleotide selection.

Conclusions/Significance

Our data indicate that positive selection in SELEX acts independently of the neutral selective requirements imposed on the sequences. We conclude that Genomic SELEX, when combined with high-throughput sequencing of positively and neutrally selected pools, as well as the gnomic library, is a powerful method to identify genomic aptamers.     

Single-stranded DNA aptamers that bind differentiated but not parental cells: subtractive systematic evolution of ligands by exponential enrichment

In this paper, single-stranded (ss)DNA aptamers with capability to distinguish differentiated PC12 cells from normal PC12 cells were selected by subtractive systematic evolution of ligands by exponential enrichment (SELEX) method. Before each round of selection, randomized ssDNAs were incubated with regular PC12 cells to eliminate those that recognize the common cellular components of both differentiated and undifferentiated PC12 cells. After six rounds of cell-based selection, both of individual aptamers and aptamers of the sixth round pool were found binding to differentiated PC12 cells, but not to the parental PC12 cells. The aptamers of the starting pool showed no such binding. Sequence analysis illustrated that the amount of G content in central random region of these aptamers was much higher than that of the starting pool, which would be expected to be average. The aptamers obtained from this method were also able to identify differentiated PC12 cells from a mixture of both normal and differentiated cells. The results indicate that subtractive SELEX is a useful tool in finding ligands to specific biological markers that distinguish a subtype of cells from cells of homologous origin, such as carcinoma cells among normal epithelial tissues. Both these aptamers and their markers may play important roles in basic research and clinical diagnosis.     

In vitro selection of DNA aptamers to anthrax spores with electrochemiluminescence detection.

Systematic evolution of ligands by exponential enrichment (SELEX) was used to select and PCR amplify DNA sequences (aptamers) capable of binding to and detecting nonpathogenic Sterne strain Bacillus anthracis spores. A simplified affinity separation approach was employed, in which autoclaved anthrax spores were used as the separation matrix. An aptamer-magnetic bead-electrochemiluminescence (AM-ECL) sandwich assay scheme was devised for detecting anthrax spores. Using a low SELEX DNA to spore ratio (154 ng DNA/10(6) spores), at least three distinct populations of single-stranded DNA aptamers, having varied affinities for anthrax spores, were noted by the AM-ECL assay. Results reflect detection of spore components with a dynamic range equivalent to < 10- > 6 x 10(6) anthrax spores. In the low DNA to spore ratio experiments, aptamers could be liberated from spore pellets by heating at 96 degrees C for 5 min after each round of SELEX. When a much higher DNA to spore ratio (10,256 ng DNA/10(6) spores) was used for SELEX development, a higher affinity set of aptamers was selected that could not be heat-eluted even at 99 degrees C for 5 min following round four of SELEX. However, high affinity spore surface bound aptamers were detectable via their 5'-biotinylated tails using labeled avidin and could be eluted in deionized water. Aptamers have potential for use as inexpensive, in vitro-generated receptors for biosensors in biological warfare detection and other areas.     

A novel artificial intelligence-based approach for identification of deoxynucleotide aptamers

The selection of a DNA aptamer through the Systematic Evolution of Ligands by EXponential enrichment (SELEX) method involves multiple binding steps, in which a target and a library of randomized DNA sequences are mixed for selection of a single, nucleotide-specific molecule. Usually, 10 to 20 steps are required for SELEX to be completed. Throughout this process it is necessary to discriminate between true DNA aptamers and unspecified DNA-binding sequences. Thus, a novel machine learning-based approach was developed to support and simplify the early steps of the SELEX process, to help discriminate binding between DNA aptamers from those unspecified targets of DNA-binding sequences. An Artificial Intelligence (AI) approach to identify aptamers were implemented based on Natural Language Processing (NLP) and Machine Learning (ML). NLP method (CountVectorizer) was used to extract information from the nucleotide sequences. Four ML algorithms (Logistic Regression, Decision Tree, Gaussian Naïve Bayes, Support Vector Machines) were trained using data from the NLP method along with sequence information. The best performing model was Support Vector Machines because it had the best ability to discriminate between positive and negative classes. In our model, an Accuracy (A) of 0.995, the fraction of samples that the model correctly classified, and an Area Under the Receiving Operating Curve (AUROC) of 0.998, the degree by which a model is capable of distinguishing between classes, were observed. The developed AI approach is useful to identify potential DNA aptamers to reduce the amount of rounds in a SELEX selection. This new approach could be applied in the design of DNA libraries and result in a more efficient and faster process for DNA aptamers to be chosen during SELEX.     

Automated in vitro selection to obtain functional oligonucleotides.

In vitro selection or systematic evolution of ligand by exponential enrichment (SELEX) has been devised for the identification of high-affinity oligonucleotide aptamers to target molecules. However, the selection process is repetitive and time-consuming. We have developed an automatic for in vitro selection by assembling an affinity chromato-column, a PCR thermal cycler, a HPLC and a sample operation system. Several molecular biology methods were optimized for the machine. Automated selection was used to generate nucleic acid aptamers interacting specifically with an environmental contaminant.     

An RNA aptamer that selectively recognizes symmetric dimethylation of arginine 8 in the histone H3 N-terminal peptide

Epigenetic modifications of N-terminal histone tails, especially histone H3, are important for the regulation of the target genes in chromatin. Specific methods for detection of these modifications in histone H3?N-terminal peptides are valuable tools for diagnostic and therapeutic purposes. As an alternative to antibodies, RNA aptamers display compatible binding affinities and selectivites against various biologically relevant targets. Systematic evolution of ligands by exponential enrichment (SELEX) was performed against histone H3R8Me2sym. A 14-amino acid peptide that mimics this modified histone tail was prepared in a biotinylated form and 10 selection cycles of SELEX were carried out. This produced 4 aptamers, one of which (clone 1) was observed to have low nanomolar binding affinity (K(d)=12 nM) against the cognate peptide. The affinity of this aptamer is comparable to 2 commercially available antibodies against differently modified histone H3 peptides and it displays a greater selectivity than the antibodies.     

RNA and DNA aptamers in cytomics analysis.

BACKGROUND: The systematic evolution of ligands by exponential enrichment (SELEX) technique is a combinatorial library approach in which DNA or RNA molecules (aptamers) are selected by their ability to bind their protein targets with high affinity and specificity, comparable to that of monoclonal antibodies. In contrast to antibodies conventionally selected in animals, aptamers are generated by an in vitro selection process, and can be directed against almost every target, including antigens like toxins or nonimmunogenic targets, against which conventional antibodies cannot be raised. METHODS: Aptamers are ideal candidates for cytomics, as they can be attached to fluorescent reporters or nanoparticles in order to study biological function by fluorescence microscopy, by flow cytometry, or to quantify the concentration of their target in biological fluids or cells using ELISA, RIA, and Western blot assays. RESULTS: We demonstrate the in vitro selection of anti-kinin B1 receptor aptamers that could be used to determine B1 receptor expression during inflammation processes. These aptamers specifically recognize their target in a Northern-Western blot assay, and bind to their target protein whenever they are exposed in the membrane. CONCLUSIONS: Currently, aptamers are linked to fluorescent reporters. We discuss here the present status and future directions concerning the use of the SELEX technique in cytomics.