Rapid Identification of Cell-Specific, Internalizing RNA Aptamers with Bioinformatics Analyses of a Cell-Based Aptamer Selection

被引:96
作者
Thiel, William H. [1 ]
Bair, Thomas [1 ]
Peek, Andrew S. [2 ]
Liu, Xiuying [1 ]
Dassie, Justin [1 ]
Stockdale, Katie R. [1 ]
Behlke, Mark A. [3 ]
Miller, Francis J., Jr. [1 ]
Giangrande, Paloma H. [1 ,4 ]
机构
[1] Univ Iowa, Dept Internal Med, Iowa City, IA 52242 USA
[2] Roche Mol Syst, San Francisco, CA USA
[3] Integrated DNA Technol, Coralville, IA USA
[4] Univ Iowa, Dept Radiat Oncol, Iowa City, IA 52242 USA
基金
美国国家卫生研究院;
关键词
IN-VITRO SELECTION; SYSTEMATIC EVOLUTION; DNA LIGANDS; GROWTH; SELEX; INHIBITION; BINDING; MOLECULES; SEQUENCES; PROTEINS;
D O I
10.1371/journal.pone.0043836
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Background: The broad applicability of RNA aptamers as cell-specific delivery tools for therapeutic reagents depends on the ability to identify aptamer sequences that selectively access the cytoplasm of distinct cell types. Towards this end, we have developed a novel approach that combines a cell-based selection method (cell-internalization SELEX) with high-throughput sequencing (HTS) and bioinformatics analyses to rapidly identify cell-specific, internalization-competent RNA aptamers. Methodology/Principal Findings: We demonstrate the utility of this approach by enriching for RNA aptamers capable of selective internalization into vascular smooth muscle cells (VSMCs). Several rounds of positive (VSMCs) and negative (endothelial cells; ECs) selection were performed to enrich for aptamer sequences that preferentially internalize into VSMCs. To identify candidate RNA aptamer sequences, HTS data from each round of selection were analyzed using bioinformatics methods: (1) metrics of selection enrichment; and (2) pairwise comparisons of sequence and structural similarity, termed edit and tree distance, respectively. Correlation analyses of experimentally validated aptamers or rounds revealed that the best cell-specific, internalizing aptamers are enriched as a result of the negative selection step performed against ECs. Conclusions and Significance: We describe a novel approach that combines cell-internalization SELEX with HTS and bioinformatics analysis to identify cell-specific, cell-internalizing RNA aptamers. Our data highlight the importance of performing a pre-clear step against a non-target cell in order to select for cell-specific aptamers. We expect the extended use of this approach to enable the identification of aptamers to a multitude of different cell types, thereby facilitating the broad development of targeted cell therapies.
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页数:14
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