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bcRep:用于B细胞受体库数据综合分析的R包。

bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data.

作者信息

Bischof Julia, Ibrahim Saleh M

机构信息

Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany.

出版信息

PLoS One. 2016 Aug 23;11(8):e0161569. doi: 10.1371/journal.pone.0161569. eCollection 2016.

Abstract

Immunoglobulins, as well as T cell receptors, play a key role in adaptive immune responses because of their ability to recognize antigens. Recent advances in next generation sequencing improved also the quality and quantity of individual B cell receptors repertoire sequencing. Unfortunately, appropriate software to exhaustively analyze repertoire data from NGS platforms without limitations of the number of sequences are lacking. Here we introduce a new R package, bcRep, which offers a platform for comprehensive analyses of B cell receptor repertoires, using IMGT/HighV-QUEST formatted data. Methods for gene usage statistics, clonotype classification, as well as diversity measures, are included. Furthermore, functions to filter datasets, to do summary statistics about mutations, as well as visualization methods, are available. To compare samples in respect of gene usage, diversity, amino acid proportions, similar sequences or clones, several functions including also distance measurements, as well as multidimensional scaling methods, are provided.

摘要

免疫球蛋白以及T细胞受体,因其识别抗原的能力而在适应性免疫反应中发挥关键作用。下一代测序技术的最新进展也提高了单个B细胞受体库测序的质量和数量。不幸的是,缺乏能够无序列数量限制地详尽分析来自NGS平台的库数据的合适软件。在此,我们介绍一个新的R包bcRep,它提供了一个使用IMGT/HighV-QUEST格式数据对B细胞受体库进行全面分析的平台。其中包括基因使用统计、克隆型分类以及多样性测量的方法。此外,还有用于过滤数据集、对突变进行汇总统计以及可视化方法的功能。为了在基因使用、多样性、氨基酸比例、相似序列或克隆方面比较样本,提供了包括距离测量以及多维缩放方法在内的多种功能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/afc5/4995022/b03290d93e25/pone.0161569.g001.jpg

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