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首页> 外文期刊>Frontiers in Immunology >IMGT/StatClonotype for Pairwise Evaluation and Visualization of NGS IG and TR IMGT Clonotype (AA) Diversity or Expression from IMGT/HighV-QUEST
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IMGT/StatClonotype for Pairwise Evaluation and Visualization of NGS IG and TR IMGT Clonotype (AA) Diversity or Expression from IMGT/HighV-QUEST

机译:IMGT / StatClonotype,用于配对评估和可视化NGS IG和TR IMGT克隆型(AA)多样性或IMGT / HighV-QUEST的表达

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There is a huge need for standardized analysis and statistical procedures in order to compare the complex immune repertoires of antigen receptors immunoglobulins (IG) and T cell receptors (TR) obtained by next generation sequencing (NGS). NGS technologies generate millions of nucleotide sequences and have led to the development of new tools. The IMGT/HighV-QUEST, available since 2010, is the first global web portal for the analysis of IG and TR high throughput sequences. IMGT/HighV-QUEST provides standardized outputs for the characterization of the “IMGT clonotype (AA)” (AA for amino acids) and their comparison in up to one million sequences. Standardized statistical procedures for “IMGT clonotype (AA)” diversity or expression comparisons have recently been described, however, no tool was yet available. IMGT/StatClonotype, a new IMGT~(?)tool, evaluates and visualizes statistical significance of pairwise comparisons of IMGT clonotype (AA) diversity or expression, per V (variable), D (diversity), and J (joining) gene of a given IG or TR group, from NGS IMGT/HighV-QUEST statistical output. IMGT/StatClonotype tool is incorporated in the R package “IMGTStatClonotype,” with a user-friendly interface. IMGT/StatClonotype is downloadable at IMGT~(?) ~(1) for users to evaluate pairwise comparison of IG and TR NGS statistical output from IMGT/HighV-QUEST and to visualize, on their web browser, the statistical significance of IMGT clonotype (AA) diversity or expression, per gene, the comparative analysis of CDR-IMGT and the V–D–J associations, in immunoprofiles from normal or pathological immune responses.
机译:为了比较通过下一代测序(NGS)获得的抗原受体免疫球蛋白(IG)和T细胞受体(TR)的复杂免疫库,非常需要标准化的分析和统计程序。 NGS技术生成数百万个核苷酸序列,并导致了新工具的开发。 IMGT / HighV-QUEST自2010年起可用,是第一个用于分析IG和TR高通量序列的全球门户网站。 IMGT / HighV-QUEST提供了用于表征“ IMGT克隆型(AA)”(氨基酸为AA)及其在多达一百万个序列中进行比较的标准化输出。最近已经描述了用于“ IMGT克隆型(AA)”多样性或表达比较的标准化统计程序,但是,尚无可用的工具。 IMGT / StatClonotype(IMGT / StatClonotype)是一种新的IMGT〜(?)工具,用于评估和可视化IMGT克隆型(AA)多样性或表达的成对比较的统计学显着性,其每个V(变量),D(多样性)和J(连接)基因由NGS IMGT / HighV-QUEST统计输出给定的IG或TR组。 IMGT / StatClonotype工具包含在R包“ IMGTStatClonotype”中,具有易于使用的界面。 IMGT / StatClonotype可从IMGT〜(?)〜(1)下载,供用户评估IMGT / HighV-QUEST的IG和TR NGS统计输出的成对比较,并在其Web浏览器上可视化IMGT克隆型的统计意义( AA)每个基因的多样性或表达,来自正常或病理性免疫应答的CDR-IMGT和V–D–J关联的比较分析。

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