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Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads

Deep parallel sequencing (NGS) is a viable tool for monitoring scFv and Fab library dynamics in many antibody engineering high-throughput screening efforts. Although very useful, the commonly used Illumina NGS platform cannot handle the entire sequence of scFv or Fab in a single read, usually focusi...

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Autores principales: Levin, Itay, Štrajbl, Marek, Fastman, Yair, Baran, Dror, Twito, Shir, Mioduser, Jessica, Keren, Adi, Fischman, Sharon, Zhenin, Michael, Nimrod, Guy, Levitin, Natalie, Mayor, May Ben, Gadrich, Meital, Ofran, Yanay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10287906/
https://www.ncbi.nlm.nih.gov/pubmed/37014016
http://dx.doi.org/10.1093/nar/gkad235
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author Levin, Itay
Štrajbl, Marek
Fastman, Yair
Baran, Dror
Twito, Shir
Mioduser, Jessica
Keren, Adi
Fischman, Sharon
Zhenin, Michael
Nimrod, Guy
Levitin, Natalie
Mayor, May Ben
Gadrich, Meital
Ofran, Yanay
author_facet Levin, Itay
Štrajbl, Marek
Fastman, Yair
Baran, Dror
Twito, Shir
Mioduser, Jessica
Keren, Adi
Fischman, Sharon
Zhenin, Michael
Nimrod, Guy
Levitin, Natalie
Mayor, May Ben
Gadrich, Meital
Ofran, Yanay
author_sort Levin, Itay
collection PubMed
description Deep parallel sequencing (NGS) is a viable tool for monitoring scFv and Fab library dynamics in many antibody engineering high-throughput screening efforts. Although very useful, the commonly used Illumina NGS platform cannot handle the entire sequence of scFv or Fab in a single read, usually focusing on specific CDRs or resorting to sequencing VH and VL variable domains separately, thus limiting its utility in comprehensive monitoring of selection dynamics. Here we present a simple and robust method for deep sequencing repertoires of full length scFv, Fab and Fv antibody sequences. This process utilizes standard molecular procedures and unique molecular identifiers (UMI) to pair separately sequenced VH and VL. We show that UMI assisted VH-VL matching allows for a comprehensive and highly accurate mapping of full length Fv clonal dynamics in large highly homologous antibody libraries, as well as identification of rare variants. In addition to its utility in synthetic antibody discovery processes, our method can be instrumental in generating large datasets for machine learning (ML) applications, which in the field of antibody engineering has been hampered by conspicuous paucity of large scale full length Fv data.
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spelling pubmed-102879062023-06-24 Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads Levin, Itay Štrajbl, Marek Fastman, Yair Baran, Dror Twito, Shir Mioduser, Jessica Keren, Adi Fischman, Sharon Zhenin, Michael Nimrod, Guy Levitin, Natalie Mayor, May Ben Gadrich, Meital Ofran, Yanay Nucleic Acids Res Methods Online Deep parallel sequencing (NGS) is a viable tool for monitoring scFv and Fab library dynamics in many antibody engineering high-throughput screening efforts. Although very useful, the commonly used Illumina NGS platform cannot handle the entire sequence of scFv or Fab in a single read, usually focusing on specific CDRs or resorting to sequencing VH and VL variable domains separately, thus limiting its utility in comprehensive monitoring of selection dynamics. Here we present a simple and robust method for deep sequencing repertoires of full length scFv, Fab and Fv antibody sequences. This process utilizes standard molecular procedures and unique molecular identifiers (UMI) to pair separately sequenced VH and VL. We show that UMI assisted VH-VL matching allows for a comprehensive and highly accurate mapping of full length Fv clonal dynamics in large highly homologous antibody libraries, as well as identification of rare variants. In addition to its utility in synthetic antibody discovery processes, our method can be instrumental in generating large datasets for machine learning (ML) applications, which in the field of antibody engineering has been hampered by conspicuous paucity of large scale full length Fv data. Oxford University Press 2023-04-04 /pmc/articles/PMC10287906/ /pubmed/37014016 http://dx.doi.org/10.1093/nar/gkad235 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Methods Online
Levin, Itay
Štrajbl, Marek
Fastman, Yair
Baran, Dror
Twito, Shir
Mioduser, Jessica
Keren, Adi
Fischman, Sharon
Zhenin, Michael
Nimrod, Guy
Levitin, Natalie
Mayor, May Ben
Gadrich, Meital
Ofran, Yanay
Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads
title Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads
title_full Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads
title_fullStr Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads
title_full_unstemmed Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads
title_short Accurate profiling of full-length Fv in highly homologous antibody libraries using UMI tagged short reads
title_sort accurate profiling of full-length fv in highly homologous antibody libraries using umi tagged short reads
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10287906/
https://www.ncbi.nlm.nih.gov/pubmed/37014016
http://dx.doi.org/10.1093/nar/gkad235
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