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...

Full description

Saved in:
Bibliographic Details
Published inActa biochimica et biophysica Sinica Vol. 54; no. 6; pp. 864 - 873
Main Authors Zhang, Senxin, Yang, Tiange, Liu, Xiaojing, Yang, Jiyuan, Zheng, Xiaoqi
Format Journal Article
LanguageEnglish
Published China China Science Publishing & Media Ltd 01.06.2022
Subjects
Online AccessGet full text

Cover

Loading…
More Information
Summary: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, . ., 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.
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-3
content type line 23
ObjectType-Review-1
ISSN:1672-9145
1745-7270
DOI:10.3724/abbs.2022062