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IgIDivA:免疫球蛋白同克隆多样化分析。

IgIDivA: immunoglobulin intraclonal diversification analysis.

机构信息

Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece.

Hematology Unit, 1st Dept of Internal Medicine, Aristotle University of Thessaloniki, AHEPA Hospital, Thessaloniki.

出版信息

Brief Bioinform. 2022 Sep 20;23(5). doi: 10.1093/bib/bbac349.

Abstract

Intraclonal diversification (ID) within the immunoglobulin (IG) genes expressed by B cell clones arises due to ongoing somatic hypermutation (SHM) in a context of continuous interactions with antigen(s). Defining the nature and order of appearance of SHMs in the IG genes can assist in improved understanding of the ID process, shedding light into the ontogeny and evolution of B cell clones in health and disease. Such endeavor is empowered thanks to the introduction of high-throughput sequencing in the study of IG gene repertoires. However, few existing tools allow the identification, quantification and characterization of SHMs related to ID, all of which have limitations in their analysis, highlighting the need for developing a purpose-built tool for the comprehensive analysis of the ID process. In this work, we present the immunoglobulin intraclonal diversification analysis (IgIDivA) tool, a novel methodology for the in-depth qualitative and quantitative analysis of the ID process from high-throughput sequencing data. IgIDivA identifies and characterizes SHMs that occur within the variable domain of the rearranged IG genes and studies in detail the connections between identified SHMs, establishing mutational pathways. Moreover, it combines established and new graph-based metrics for the objective determination of ID level, combined with statistical analysis for the comparison of ID level features for different groups of samples. Of importance, IgIDivA also provides detailed visualizations of ID through the generation of purpose-built graph networks. Beyond the method design, IgIDivA has been also implemented as an R Shiny web application. IgIDivA is freely available at https://bio.tools/igidiva.

摘要

免疫球蛋白(IG)基因表达的 B 细胞克隆内的克隆内多样化(ID)是由于抗原(s)持续相互作用背景下的持续体细胞超突变(SHM)引起的。定义 IG 基因中 SHM 的性质和出现顺序有助于更好地理解 ID 过程,揭示健康和疾病中 B 细胞克隆的发生和进化。由于高通量测序在 IG 基因库研究中的引入,这种努力变得可行。然而,很少有现有工具允许识别、量化和表征与 ID 相关的 SHM,所有这些工具在分析方面都存在局限性,这突出了需要开发一种专门用于全面分析 ID 过程的工具。在这项工作中,我们提出了免疫球蛋白克隆内多样化分析(IgIDivA)工具,这是一种从高通量测序数据中深入定性和定量分析 ID 过程的新方法。IgIDivA 识别和表征发生在重排 IG 基因可变区的 SHM,并详细研究已识别 SHM 之间的联系,建立突变途径。此外,它结合了基于图形的已建立和新的度量标准,用于客观确定 ID 水平,并结合统计分析比较不同样本组的 ID 水平特征。重要的是,IgIDivA 还通过生成专用图形网络来提供 ID 的详细可视化。除了方法设计之外,IgIDivA 还作为 R Shiny 网络应用程序实现。IgIDivA 可在 https://bio.tools/igidiva 上免费获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e83/9487589/4d4c3cb90c3d/bbac349f1.jpg

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