Cortina-Ceballos Bernardo, Godoy-Lozano Elizabeth Ernestina, Sámano-Sánchez Hugo, Aguilar-Salgado Andrés, Velasco-Herrera Martín Del Castillo, Vargas-Chávez Carlos, Velázquez-Ramírez Daniel, Romero Guillermo, Moreno José, Téllez-Sosa Juan, Martínez-Barnetche Jesús
a Centro de Investigación Sobre Enfermedades Infecciosas; Instituto Nacional de Salud Pública (CISEI-INSP); Cuernavaca , Morelos , México.
MAbs. 2015;7(3):516-24. doi: 10.1080/19420862.2015.1026502.
The B cell antigen receptor repertoire is highly diverse and constantly modified by clonal selection. High-throughput DNA sequencing (HTS) of the lymphocyte repertoire (Rep-Seq) represents a promising technology to explore such diversity ex-vivo and assist in the identification of antigen-specific antibodies based on molecular signatures of clonal selection. Therefore, integrative tools for repertoire reconstruction and analysis from antibody sequences are needed. We developed ImmunediveRity, a stand-alone pipeline primarily based in R programming for the integral analysis of B cell repertoire data generated by HTS. The pipeline integrates GNU software and in house scripts to perform quality filtering, sequencing noise correction and repertoire reconstruction based on V, D and J segment assignment, clonal origin and unique heavy chain identification. Post-analysis scripts generate a wealth of repertoire metrics that in conjunction with a rich graphical output facilitates sample comparison and repertoire mining. Its performance was tested with raw and curated human and mouse 454-Roche sequencing benchmarks providing good approximations of repertoire structure. Furthermore, ImmunediveRsity was used to mine the B cell repertoire of immunized mice with a model antigen, allowing the identification of previously validated antigen-specific antibodies, and revealing different and unexpected clonal diversity patterns in the post-immunization IgM and IgG compartments. Although ImmunediveRsity is similar to other recently developed tools, it offers significant advantages that facilitate repertoire analysis and repertoire mining. ImmunediveRsity is open source and free for academic purposes and it runs on 64 bit GNU/Linux and MacOS. Available at: https://bitbucket.org/ImmunediveRsity/immunediversity/.
B细胞抗原受体库高度多样化,并通过克隆选择不断修饰。淋巴细胞库的高通量DNA测序(Rep-Seq)是一种很有前景的技术,可用于在体外探索这种多样性,并基于克隆选择的分子特征协助鉴定抗原特异性抗体。因此,需要用于从抗体序列重建和分析库的整合工具。我们开发了ImmunediveRity,这是一个主要基于R编程的独立流程,用于对高通量测序生成的B细胞库数据进行整体分析。该流程整合了GNU软件和内部脚本,以基于V、D和J基因片段分配、克隆起源和独特重链鉴定来执行质量过滤、测序噪声校正和库重建。分析后脚本会生成大量的库指标,结合丰富的图形输出有助于样本比较和库挖掘。我们用原始和经过整理的人类和小鼠454-罗氏测序基准测试了它的性能,这些基准能很好地近似库结构。此外,ImmunediveRsity被用于挖掘用模型抗原免疫的小鼠的B细胞库,从而能够鉴定先前已验证的抗原特异性抗体,并揭示免疫后IgM和IgG区室中不同且意想不到的克隆多样性模式。尽管ImmunediveRsity与其他最近开发的工具类似,但它具有显著优势,便于进行库分析和库挖掘。ImmunediveRsity是开源的,供学术目的免费使用,它可在64位GNU/Linux和MacOS上运行。可在以下网址获取:https://bitbucket.org/ImmunediveRsity/immunediversity/ 。