Literature DB >> 26297338

IMonitor: A Robust Pipeline for TCR and BCR Repertoire Analysis.

Wei Zhang1, Yuanping Du1, Zheng Su1, Changxi Wang2, Xiaojing Zeng2, Ruifang Zhang2, Xueyu Hong2, Chao Nie2, Jinghua Wu2, Hongzhi Cao2, Xun Xu2, Xiao Liu3.   

Abstract

The advance of next generation sequencing (NGS) techniques provides an unprecedented opportunity to probe the enormous diversity of the immune repertoire by deep sequencing T-cell receptors (TCRs) and B-cell receptors (BCRs). However, an efficient and accurate analytical tool is still on demand to process the huge amount of data. We have developed a high-resolution analytical pipeline, Immune Monitor ("IMonitor") to tackle this task. This method utilizes realignment to identify V(D)J genes and alleles after common local alignment. We compare IMonitor with other published tools by simulated and public rearranged sequences, and it demonstrates its superior performance in most aspects. Together with this, a methodology is developed to correct the PCR and sequencing errors and to minimize the PCR bias among various rearranged sequences with different V and J gene families. IMonitor provides general adaptation for sequences from all receptor chains of different species and outputs useful statistics and visualizations. In the final part of this article, we demonstrate its application on minimal residual disease detection in patients with B-cell acute lymphoblastic leukemia. In summary, this package would be of widespread usage for immune repertoire analysis.
Copyright © 2015 by the Genetics Society of America.

Entities:  

Keywords:  TCR/BCR; bioinformatics; immune repertoire; next generation sequencing

Mesh:

Substances:

Year:  2015        PMID: 26297338      PMCID: PMC4596662          DOI: 10.1534/genetics.115.176735

Source DB:  PubMed          Journal:  Genetics        ISSN: 0016-6731            Impact factor:   4.562


  26 in total

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10.  IMPre: An Accurate and Efficient Software for Prediction of T- and B-Cell Receptor Germline Genes and Alleles from Rearranged Repertoire Data.

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