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IMGT/StatClonotype用于对来自IMGT/HighV-QUEST的NGS免疫球蛋白(IG)和T细胞受体(TR)IMGT克隆型(氨基酸序列)多样性或表达进行成对评估和可视化。

IMGT/StatClonotype for Pairwise Evaluation and Visualization of NGS IG and TR IMGT Clonotype (AA) Diversity or Expression from IMGT/HighV-QUEST.

作者信息

Aouinti Safa, Giudicelli Véronique, Duroux Patrice, Malouche Dhafer, Kossida Sofia, Lefranc Marie-Paule

机构信息

IMGT®, The international ImMunoGeneTics information system®, Laboratoire d'ImmunoGénétique Moléculaire LIGM, Institut de Génétique Humaine IGH, UPR CNRS 1142, Montpellier University, Montpellier, France; Higher School of Statistics and Information Analysis, Unité Modélisation et Analyse Statistique et Economique, University of Carthage, Tunis, Tunisia.

IMGT®, The international ImMunoGeneTics information system®, Laboratoire d'ImmunoGénétique Moléculaire LIGM, Institut de Génétique Humaine IGH, UPR CNRS 1142, Montpellier University , Montpellier , France.

出版信息

Front Immunol. 2016 Sep 9;7:339. doi: 10.3389/fimmu.2016.00339. eCollection 2016.

Abstract

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(®) 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.

摘要

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)的复杂免疫组库,对标准化分析和统计程序有着巨大需求。NGS技术可生成数百万个核苷酸序列,并催生了新工具的开发。自2010年起可用的IMGT/HighV-QUEST是首个用于分析IG和TR高通量序列的全球网络门户。IMGT/HighV-QUEST为“IMGT克隆型(氨基酸)”的表征及其在多达一百万个序列中的比较提供标准化输出。最近已描述了用于“IMGT克隆型(氨基酸)”多样性或表达比较的标准化统计程序,然而,尚无可用工具。IMGT/StatClonotype是一种新的IMGT(®)工具,可根据NGS IMGT/HighV-QUEST统计输出,评估并可视化给定IG或TR组中每个V(可变)、D(多样性)和J(连接)基因的IMGT克隆型(氨基酸)多样性或表达的成对比较的统计显著性。IMGT/StatClonotype工具包含在R包“IMGTStatClonotype”中,具有用户友好界面。IMGT/StatClonotype可在IMGT(®)上下载,供用户评估来自IMGT/HighV-QUEST的IG和TR NGS统计输出的成对比较,并在其网络浏览器上可视化每个基因的IMGT克隆型(氨基酸)多样性或表达的统计显著性、CDR-IMGT的比较分析以及V-D-J关联,这些均来自正常或病理性免疫反应的免疫谱。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb5c/5016520/58a0da0e2c4e/fimmu-07-00339-g001.jpg

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