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ImmunoGlobulin galaxy (IGGalaxy) for simple determination and quantitation of immunoglobulin heavy chain rearrangements from NGS

机译:ImmunoGlobulin galaxy(IGGalaxy),用于从NGS进行免疫球蛋白重链重排的简单测定和定量

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Background Sequence analysis of immunoglobulin heavy chain (IGH) gene rearrangements and frequency analysis is a powerful tool for studying the immune repertoire, immune responses and immune dysregulation in health and disease. The challenge is to provide user friendly, secure and reproducible analytical services that are available for both small and large laboratories which are determining VDJ repertoire using NGS technology. Results In this study we describe ImmunoGlobulin Galaxy (IGGalaxy)- a convenient web based application for analyzing next-generation sequencing results and reporting IGH gene rearrangements for both repertoire and clonality studies. IGGalaxy has two analysis options one using the built in igBLAST algorithm and the second using output from IMGT; in either case repertoire summaries for the B-cell populations tested are available. IGGalaxy supports multi-sample and multi-replicate input analysis for both igBLAST and IMGT/HIGHV-QUEST. We demonstrate the technical validity of this platform using a standard dataset, S22, used for benchmarking the performance of antibody alignment utilities with a 99.9 % concordance with previous results. Re-analysis of NGS data from our samples of RAG-deficient patients demonstrated the validity and user friendliness of this tool. Conclusions IGGalaxy provides clinical researchers with detailed insight into the repertoire of the B-cell population per individual sequenced and between control and pathogenic genomes. IGGalaxy was developed for 454 NGS results but is capable of analyzing alternative NGS data (e.g. Illumina, Ion Torrent). We demonstrate the use of a Galaxy virtual machine to determine the VDJ repertoire for reference data and from B-cells taken from immune deficient patients. IGGalaxy is available as a VM for download and use on a desktop PC or on a server.
机译:背景技术免疫球蛋白重链(IGH)基因重排的序列分析和频率分析是研究健康和疾病中的免疫组成,免疫反应和免疫失调的有力工具。挑战在于提供用户友好,安全且可重现的分析服务,这些服务可用于正在使用NGS技术确定VDJ库的小型和大型实验室。结果在本研究中,我们描述了ImmunoGlobulin Galaxy(IGGalaxy),这是一种方便的基于Web的应用程序,可用于分析下一代测序结果并报告曲目表和克隆性研究的IGH基因重排。 IGGalaxy有两个分析选项,一个使用内置的igBLAST算法,另一个使用IMGT的输出。在这两种情况下,都可以提供所测试的B细胞群体的库摘要。 IGGalaxy支持igBLAST和IMGT / HIGHV-QUEST的多样本和多重复输入分析。我们使用标准数据集S22证明了该平台的技术有效性,该数据集用于对抗体比对实用程序的性能进行基准测试,与以前的结果达到99.9%的一致性。从我们的RAG缺陷患者样本中对NGS数据进行的重新分析证明了该工具的有效性和用户友好性。结论IGGalaxy为临床研究人员提供了详细的洞察力,可了解每个个体在对照和致病基因组之间的B细胞种群组成。 IGGalaxy是为454 NGS结果而开发的,但能够分析替代的NGS数据(例如Illumina,Ion Torrent)。我们演示了如何使用Galaxy虚拟机来确定VDJ库,以供参考数据以及来自免疫缺陷患者的B细胞。 IGGalaxy可以作为VM下载并在台式机或服务器上使用。

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