Antibody Data Analysis from Diverse Immune Libraries

Antibody functional screening studies and next-generation sequencing require careful processing and interpretation of sequence data for optimal results. Here, we provide a detailed protocol for the functional analysis of antibody gene data, including antibody repertoire quantification and functional mapping of high-throughput screening data based on enrichment ratio values, which are a simple way to determine the enrichment of each sequenced antibody after sorting a display library against desired antigens. This protocol enables a user to apply a set of simple yet powerful bioinformatic tools for high-throughput analysis and interpretation of antibody data that is especially well suited for display library screening and for antibody discovery applications.

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Publication Details

Journal
Cold Spring Harbor Protocols
Published
2024-11-25
DOI
https://doi.org/10.1101/pdb.prot108627
Citations
1
Primary Topic
Advanced Biosensing Techniques and Applications
Type
article

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article

Antibody Data Analysis from Diverse Immune Libraries

Ahmed S. Fahad, Bharat Madan, Matías Gutiérrez-González, Brandon J. DeKosky
1 citations
Cold Spring Harbor Protocols
Advanced Biosensing Techniques and Applications
article

Antibody Data Analysis from Diverse Immune Libraries

Ahmed S. Fahad, Bharat Madan, Matías Gutiérrez-González, Brandon J. DeKosky
article en
1 citations

Abstract

Antibody functional screening studies and next-generation sequencing require careful processing and interpretation of sequence data for optimal results. Here, we provide a detailed protocol for the functional analysis of antibody gene data, including antibody repertoire quantification and functional mapping of high-throughput screening data based on enrichment ratio values, which are a simple way to determine the enrichment of each sequenced antibody after sorting a display library against desired antigens. This protocol enables a user to apply a set of simple yet powerful bioinformatic tools for high-throughput analysis and interpretation of antibody data that is especially well suited for display library screening and for antibody discovery applications.

Cold Spring Harbor ProtocolsVol. 2025(1)
Ragon Institute of MGH, MIT and Harvard (US), Massachusetts Institute of Technology (US)
National Institutes of Health
Advanced Biosensing Techniques and Applications
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Antibody Data Analysis from Diverse Immune Libraries — Ahmed S. Fahad, Bharat Madan, et al. · Cold Spring Harbor Protocols (2024) | TGRS Research Map | TGRS