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。     

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.     

Generation of an enriched pool of DNA aptamers for an HER2-overexpressing cell line selected by Cell SELEX

Overexpression of human epidermal growth factor receptor 2 (HER2) occurs in a large percentage of breast cancers. Monoclonal antibodies targeting HER2 are vastly used for both diagnostic and therapeutic aims. However, identifying a new molecular probe against HER2 with improved diagnostic and therapeutic features is of great importance. In this report, we have applied the cell systematic evolution of ligands by exponential enrichment (SELEX) strategy for 16 selection rounds to generate an enriched pool of aptamers that specifically recognize the HER2 positive cell line. During the Cell SELEX procedure, a human HER2-overexpressing breast cancer cell line and a human HER2 negative breast cancer cell line were used. Our results reveal that polymerase chain reaction (PCR) amplification of random DNA libraries and the selected single-stranded DNA pool in different Cell SELEX rounds are different from what we expect from PCR amplification of homologous DNA. Our results also confirmed previous studies describing positive HER2 status of SK-BR3 and the absence of the HER2 expression in the MDA-MB468. We also developed a new method, Cell enzyme-linked assay, to monitor the enrichment of aptamers in a given round of Cell SELEX. This method would also be useful in other experiments using live cell enzyme-linked immunosorbent assay on adherent cells.     

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.     

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.     

Estimation of SELEX pool size by measurement of DNA renaturation rates

We report a general method of measuring the complexity of SELEX pools. In analogy to measurements of genome size by C0t analysis, the complexity of a SELEX pool is measured by determining the reannealing rate of its double-stranded PCR product. We applied this technique to study the selection dynamics of a recently reported SELEX to neutrophil elastase. We found that the number of sequences decreased from 10(7) in round 6 to approximately 60 by round 15, the final round. The intermediate rounds are a mixture of a high abundance/low complexity pool with a low abundance/high complexity pool. As the SELEX progresses, the former pool expands at the expense of the latter. This technique should be useful for studying and optimizing SELEX dynamics, as well as for monitoring the progress of SELEX experiments.     

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.     

以完整细胞为靶子的SELEX技术研究进展

指数富集的配体系统进化（SELEX）是一种从大容量寡核苷酸文库中经反复分离扩增步骤得到针对靶分子的高亲和力、高特异性核酸配基——适配体的体外筛选技术。自1990年以来,SELEX技术得到了迅猛发展,筛选的靶分子已由最初的单一物质发展到完整的动物细胞、细菌病原体等复杂靶子。以完整细胞为靶子的SELEX技术有其独特的技术优势,可以在筛选细胞上特定靶分子未知的情况下进行筛选,为药物筛选、临床诊断、疾病治疗和基础医学研究等带来了新的思路和方法。随着对适配体研究的深入,尤其是纳米材料与其相结合应用,该技术将在肿瘤诊断治疗及微生物检测领域具有更为广泛的应用前景。     

固定化枯草杆菌色氨酰tRNA合成酶(英文)

为研究ｔＲＮＡＴｒｐ 与色氨酰ｔＲＮＡ合成酶（ＴｒｐＲＳ） 的相互识别及其结构、功能关系, 纯化了枯草杆菌ＴｒｐＲＳ并用溴化氰活化的Ｓｅｐｈａｒｏｓｅ ４Ｂ 将ＴｒｐＲＳ固定化, 固定化ＴｒｐＲＳ的蛋白质回收率为９５ ．５ ％ , 活力回收率为３１．３％ 。研究了固定化ＴｒｐＲＳ的酶学性质, 其热稳定性和贮存稳定性方面均比液相ＴｒｐＲＳ有了较大的提高, 最适温度、最适ｐＨ 均有一定程度的增大, 工作稳定性良好。以固定化ＴｒｐＲＳ为亲和层析介质, 对含有２０ 个核苷酸随机序列、长度为５６ 个核苷酸的单链ＲＮＡ 随机库进行了３ 轮筛选,ＲＮＡ 群体亲和固定化ＴｒｐＲＳ的比例从４ ．３ ％ 上升至１４ ．７ ％ 。筛选得到了与ｔＲＮＡＴｒｐ 氨基酸接受茎类似的ＲＮＡ二级结构。实验结果表明固定化ＴｒｐＲＳ可以作为ＳＥＬＥＸ 亲和层析介质, 进行模拟ｔＲＮＡＴｒｐ 分子的ＲＮＡ 随机库的ＳＥＬＥＸ 筛选。     

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。     

Selection of RNA aptamers against recombinant transforming growth factor-beta type III receptor displayed on cell surface

In most cases, anti-protein aptamers are selected by systematic evolution of ligands by exponential enrichment (SELEX) using purified recombinant protein targets. Cell surface proteins, however, are not easy targets for SELEX due to the difficulties associated with their purification. Here, we developed a novel SELEX procedure (referred to as TECS-SELEX) in which cell-surface displayed recombinant protein is directly used as the selection target. Using this method, we isolated RNA aptamers against transforming growth factor-beta type III receptor expressed on Chinese hamster ovary (CHO) cells. One of the RNA aptamers has a dissociation constant in the 1 nM range and competed with transforming growth factor-beta to bind to the cell surface receptor in vitro.     

Neuraminidase hemadsorption activity, conserved in avian influenza A viruses, does not influence viral replication in ducks.

The N1 and N9 neuraminidase (NA) subtypes of influenza A viruses exhibit significant hemadsorption activity that localizes to a site distinct from that of the enzymatic active site. To determine the conservation of hemadsorption activity among different NAs, we have examined most of the NA subtypes from avian, swine, equine, and human virus isolates. All subtypes of avian virus NAs examined and one equine virus N8 NA possessed high levels of hemadsorption activity. A swine virus N1 NA exhibited only weak hemadsorption activity, while in human virus N1 and N2 NAs, the activity was detected at a much lower level than in avian virus NAs. NAs which possessed hemadsorption activity for chicken erythrocytes (RBCs) were similarly able to adsorb human RBCs. However, none of the hemadsorption-positive NAs could bind equine, swine, or bovine RBCs, suggesting that RBCs from these species lack molecules, recognized by the NA hemadsorption site, present on human and chicken RBCs. Mutagenesis of the putative hemadsorption site of A/duck/Hong Kong/7/75 N2 NA abolished the high level of hemadsorption activity exhibited by the wild-type protein but also resulted in a 50% reduction of the NA enzymatic activity. A transfectant virus, generated by reverse genetics, containing this mutated NA replicated 10-fold less efficiently in chicken embryo fibroblast cultures than did a transfectant virus expressing the wild-type NA. However, both viruses replicated equally well in Peking ducks. Although conservation of NA hemadsorption activity among avian virus NAs suggests the maintenance of a required function of NA, loss of the activity does not preclude the replication of the virus in an avian host.     

RNA aptamers specific for bovine thrombin

Bovine thrombin is widely used in clinical wound healing after surgery. There is 85% homology between bovine thrombin and human thrombin, so most antibodies against bovine thrombin cross-react with human thrombin. Rare antibodies against bovine thrombin but not cross-reacting with human thrombin have been reported. RNA ligands (aptamers) have been used to bind to target molecules with sometimes higher specificity than antibodies. Here we report the isolation of aptamers specific for bovine thrombin by systematic evolution of ligands by exponential enrichment (SELEX) from an RNA pool containing a 25-nucleotide randomized region. After seven rounds of selection, two aptamers specific for bovine thrombin were identified with a K(d) of 164 and 240 nM, respectively. Significantly, these aptamers do not bind to human thrombin. Secondary structure prediction revealed potential stem-loop structures for these RNAs. Both RNA aptamers inhibit only bovine thrombin-catalyzed fibrin clot formation in vitro. Competition assay results suggested that the RNA aptamers might bind to the electropositive domain of bovine thrombin, that is, heparin-binding site, instead of fibrinogen-recognition exosite. The resulting bovine-specific thrombin inhibitor might be used in some clinical applications when bovine thrombin activity needs to be contained or in research where human and bovine thrombin need to be distinguished.     

Nucleic acid aptamers targeting cell-surface proteins

Aptamers are chemical antibodies that bind to their targets with high affinity and specificity. These short stretches of nucleic acids are identified using a repetitive in vitro selection and partitioning technology called SELEX (Systematic Evolution of Ligands by EXponential enrichment). Since the emergence of this technology, many modifications and variations have been introduced to enable the selection of specific ligands, even for implausible targets. For membrane protein, the selection scheme can be chosen depending upon the availability of the system, the protein characteristics and the application required. Aptamers have been generated for a significant number of disease-associated membrane proteins and have been shown to have considerable diagnostic and therapeutic importance. In this article, we review the SELEX process used for identification of aptamers that target cell-surface proteins and recapitulate their use as therapeutic and diagnostic reagents.     

Deconvolution of a complex target using DNA aptamers

In vitro selection of single-stranded nucleic acid aptamers from large random sequence libraries is now a straightforward process particularly when screening with a single target molecule. These libraries contain considerable shape diversity as evident by the successful isolation of aptamers that bind with high affinity and specificity to chemically diverse targets. We propose that aptamer libraries contain sufficient shape diversity to allow deconvolution of a complex mixture of targets. Using unfractionated human plasma as our experimental model, we aim to develop methods to obtain aptamers against as many proteins as possible. To begin, it is critical that we understand how aptamer populations change with increasing rounds of in vitro selection when using complex mixtures. Our results show that sequence representation in the selected population changes dramatically with increasing rounds of selection. Certain aptamer families were apparent after only three selection rounds. Two additional cycles saw a decline in the relative abundance of these families and the emergence of yet another family that accounted for more than 60% of sequences in the pool. To overcome this population convergence, an aptamer-based target depletion method was developed, and the library screen was repeated. The previous dominant family effectively disappeared from the selected populations but was replaced by other aptamer families. Insights gained from these initial experiments are now being applied in the creation of second generation plasma protein screens and also to the analysis of other complex biological targets.     

In vitro selection of RNA ligands for the ribosomal L22 protein associated with Epstein-Barr virus-expressed RNA by using randomized and cDNA-derived RNA libraries.

The Epstein-Barr virus (EBV)-expressed RNA 1 (EBER1) associates tightly with the ribosomal protein L22. We determined the general requirements for an RNA to bind L22 in a SELEX experiment, selecting RNA ligands for L22 from a randomized pool of RNA sequences by using an L22-glutathione S-transferase fusion protein. The selected sequences all contained a stem-loop motif similar to that of the region of EBER1 previously shown to interact with L22. The nucleotides were highly conserved at three positions within the stem-loop and identical to the corresponding nucleotides in EBER1. Two independent binding sites for L22 could be identified in EBER1, and mobility shift assays indicated that two L22 molecules can interact with EBER1 simultaneously. To search for a cellular L22 ligand, we constructed a SELEX library from cDNA fragments derived from RNA that was coimmunoprecipitated with L22 from an EBV-negative whole-cell lysate. After four rounds of selection and amplification, most of the clones that were obtained overlapped a sequence corresponding to the stem-loop between nucleotides 302 and 317 in human 28S ribosomal RNA. This stem-loop fulfills the criteria for optimal binding to L22 that were defined by SELEX, suggesting that human 28S ribosomal RNA is likely to be a cellular L22 ligand. Additional L22 binding sites were found in 28S ribosomal RNA, as well as within 18S ribosomal RNA and in RNA segments not present in sequence databases. The methodology described for the conversion of a preselected cellular RNA pool into a SELEX library might be generally applicable to other proteins for the identification of cellular RNA ligands.     

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.     

Aptamer selection by high-throughput sequencing and informatic analysis

Traditional methods for selecting aptamers require multiple rounds of selection and optimization in order to identify aptamers that bind with high affinity to their targets. Here we describe an assay that requires only one round of positive selection followed by high-throughput DNA sequencing and informatic analysis in order to select high-affinity aptamers. The assay is flexible, requires less hands on time, and can be used by laboratories with minimal expertise in aptamer biology to quickly select high-affinity aptamers to a target of interest. This assay has been utilized to successfully identify aptamers that bind to thrombin with dissociation constants in the nanomolar range.