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Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens

机译:高通量筛选中用于生物分子鉴定的大规模DNA条形码库生成

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摘要

High-throughput screens allow for the identification of specific biomolecules with characteristics of interest. In barcoded screens, DNA barcodes are linked to target biomolecules in a manner allowing for the target molecules making up a library to be identified by sequencing the DNA barcodes using Next Generation Sequencing. To be useful in experimental settings, the DNA barcodes in a library must satisfy certain constraints related to GC content, homopolymer length, Hamming distance, and blacklisted subsequences. Here we report a novel framework to quickly generate large-scale libraries of DNA barcodes for use in high-throughput screens. We show that our framework dramatically reduces the computation time required to generate large-scale DNA barcode libraries, compared with a naїve approach to DNA barcode library generation. As a proof of concept, we demonstrate that our framework is able to generate a library consisting of one million DNA barcodes for use in a fragment antibody phage display screening experiment. We also report generating a general purpose one billion DNA barcode library, the largest such library yet reported in literature. Our results demonstrate the value of our novel large-scale DNA barcode library generation framework for use in high-throughput screening applications.
机译:高通量筛选可以鉴定具有目标特征的特定生物分子。在条形码屏幕中,DNA条形码以一种方式链接到目标生物分子,该方式允许通过使用新一代测序对DNA条形码进行测序来识别组成库的目标分子。为了在实验环境中有用,库中的DNA条形码必须满足与GC含量,均聚物长度,汉明距离和列入黑名单的子序列相关的某些限制。在这里,我们报告了一个新颖的框架,可以快速生成用于高通量筛选的大规模DNA条码文库。我们证明,与简单的DNA条形码库生成方法相比,我们的框架大大减少了生成大规模DNA条形码库所需的计算时间。作为概念验证,我们证明了我们的框架能够生成一个包含一百万个DNA条形码的文库,用于片段抗体噬菌体展示筛选实验。我们还报告生成了一个通用的十亿个DNA条码文库,这是文献中报道的最大的此类文库。我们的结果证明了我们新颖的大规模DNA条码文库生成框架在高通量筛选应用中的价值。

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