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Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis
High-throughput sequencing for B cell receptor (BCR) repertoire provides useful insights for the adaptive immune system. With the continuous development of the BCR-seq technology, many efforts have been made to develop methods for analyzing the ever-increasing BCR repertoire data. In this review, we...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828323/ https://www.ncbi.nlm.nih.gov/pubmed/35713313 http://dx.doi.org/10.3724/abbs.2022062 |
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author | Zhang, Senxin Yang, Tiange Liu, Xiaojing Yang, Jiyuan Zheng, Xiaoqi |
author_facet | Zhang, Senxin Yang, Tiange Liu, Xiaojing Yang, Jiyuan Zheng, Xiaoqi |
author_sort | Zhang, Senxin |
collection | PubMed |
description | High-throughput sequencing for B cell receptor (BCR) repertoire provides useful insights for the adaptive immune system. With the continuous development of the BCR-seq technology, many efforts have been made to develop methods for analyzing the ever-increasing BCR repertoire data. In this review, we comprehensively outline different BCR repertoire library preparation protocols and summarize three major steps of BCR-seq data analysis, i. e., V(D)J sequence annotation, clonal phylogenetic inference, and BCR repertoire profiling and mining. Different from other reviews in this field, we emphasize background intuition and the statistical principle of each method to help biologists better understand it. Finally, we discuss data mining problems for BCR-seq data and with a highlight on recently emerging multiple-sample analysis. |
format | Online Article Text |
id | pubmed-9828323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98283232023-02-10 Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis Zhang, Senxin Yang, Tiange Liu, Xiaojing Yang, Jiyuan Zheng, Xiaoqi Acta Biochim Biophys Sin (Shanghai) Research Article High-throughput sequencing for B cell receptor (BCR) repertoire provides useful insights for the adaptive immune system. With the continuous development of the BCR-seq technology, many efforts have been made to develop methods for analyzing the ever-increasing BCR repertoire data. In this review, we comprehensively outline different BCR repertoire library preparation protocols and summarize three major steps of BCR-seq data analysis, i. e., V(D)J sequence annotation, clonal phylogenetic inference, and BCR repertoire profiling and mining. Different from other reviews in this field, we emphasize background intuition and the statistical principle of each method to help biologists better understand it. Finally, we discuss data mining problems for BCR-seq data and with a highlight on recently emerging multiple-sample analysis. Oxford University Press 2022-06-09 /pmc/articles/PMC9828323/ /pubmed/35713313 http://dx.doi.org/10.3724/abbs.2022062 Text en © The Author(s) 2021. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Article Zhang, Senxin Yang, Tiange Liu, Xiaojing Yang, Jiyuan Zheng, Xiaoqi Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis |
title | Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis |
title_full | Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis |
title_fullStr | Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis |
title_full_unstemmed | Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis |
title_short | Antibody repertoire sequencing analysis: Antibody repertoire sequencing analysis |
title_sort | antibody repertoire sequencing analysis: antibody repertoire sequencing analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828323/ https://www.ncbi.nlm.nih.gov/pubmed/35713313 http://dx.doi.org/10.3724/abbs.2022062 |
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