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IMSEQ-a fast and error aware approach to immunogenetic sequence analysis

机译:IMSEQ-一种快速且易于发现错误的免疫遗传序列分析方法

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摘要

Motivation: Recombined T- and B-cell receptor repertoires are increasingly being studied using next generation sequencing (NGS) in order to interrogate the repertoire composition as well as changes in the distribution of receptor clones under different physiological and disease states. This type of analysis requires efficient and unambiguous clonotype assignment to a large number of NGS read sequences, including the identification of the incorporated V and J gene segments and the CDR3 sequence. Current tools have deficits with respect to performance, accuracy and documentation of their underlying algorithms and usage.
机译:动机:重组T细胞和B细胞受体库越来越多地使用下一代测序(NGS)进行研究,以便研究库的组成以及不同生理和疾病状态下受体克隆分布的变化。这种类型的分析需要对大量NGS读取序列进行有效且明确的克隆型分配,包括鉴定掺入的V和J基因片段以及C​​DR3序列。当前的工具在性能,准确性以及其基础算法和用法的文档方面存在缺陷。

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