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Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens
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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654825/ https://www.ncbi.nlm.nih.gov/pubmed/29066821 http://dx.doi.org/10.1038/s41598-017-12825-2 |
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author | Lyons, Eli Sheridan, Paul Tremmel, Georg Miyano, Satoru Sugano, Sumio |
author_facet | Lyons, Eli Sheridan, Paul Tremmel, Georg Miyano, Satoru Sugano, Sumio |
author_sort | Lyons, Eli |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5654825 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56548252017-10-31 Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens Lyons, Eli Sheridan, Paul Tremmel, Georg Miyano, Satoru Sugano, Sumio Sci Rep Article 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. Nature Publishing Group UK 2017-10-24 /pmc/articles/PMC5654825/ /pubmed/29066821 http://dx.doi.org/10.1038/s41598-017-12825-2 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Lyons, Eli Sheridan, Paul Tremmel, Georg Miyano, Satoru Sugano, Sumio Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens |
title | Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens |
title_full | Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens |
title_fullStr | Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens |
title_full_unstemmed | Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens |
title_short | Large-scale DNA Barcode Library Generation for Biomolecule Identification in High-throughput Screens |
title_sort | large-scale dna barcode library generation for biomolecule identification in high-throughput screens |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654825/ https://www.ncbi.nlm.nih.gov/pubmed/29066821 http://dx.doi.org/10.1038/s41598-017-12825-2 |
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