1. VDJviz: a versatile browser for immunogenomics data
- Author
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Dmitriy M. Chudakov, Olga V. Britanova, Dmitriy V. Bagaev, Mikhail Shugay, Mark Izraelson, Ivan V. Zvyagin, and Ekaterina V. Putintseva
- Subjects
0301 basic medicine ,T-Lymphocytes ,Immunology ,Antigen specificity ,Genomics ,B-cell ,Computational biology ,Biology ,Web Browser ,Field (computer science) ,Set (abstract data type) ,Clonal Evolution ,03 medical and health sciences ,0302 clinical medicine ,Software ,T-cell ,Browser ,Genetics ,Repertoire sequencing ,Cluster Analysis ,Humans ,B-Lymphocytes ,High-throughput sequencing ,business.industry ,Repertoire ,Computational Biology ,Complementarity Determining Regions ,V(D)J Recombination ,030104 developmental biology ,Key (cryptography) ,DNA microarray ,business ,030215 immunology ,Biotechnology - Abstract
Background The repertoire of T- and B-cell receptor sequences encodes the antigen specificity of adaptive immunity system, determines its present state and guides its ability to mount effective response against encountered antigens in future. High throughput sequencing of immune repertoires (Rep-Seq) is a promising technique that allows to profile millions of antigen receptors of an individual in a single experiment. While a substantial number of tools for mapping and assembling Rep-Seq data were published recently, the field still lacks an intuitive and flexible tool that can be used by researchers with little or no computational background for in-depth analysis of immune repertoire profiles. Results Here we report VDJviz, a web tool that can be used to browse, analyze and perform quality control of Rep-Seq results generated by various pre-processing software. On a set of real data examples we show that VDJviz can be used to explore key repertoire characteristics such as spectratype, repertoire clonality, V-(D)-J recombination patterns and to identify shared clonotypes. We also demonstrate the utility of VDJviz in detection of critical Rep-Seq biases such as artificial repertoire diversity and cross-sample contamination. Conclusions VDJviz is a versatile and lightweight tool that can be easily employed by biologists, immunologists and immunogeneticists for routine analysis and quality control of Rep-Seq data. The software is freely available for non-commercial purposes, and can be downloaded from: https://github.com/antigenomics/vdjviz. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2799-7) contains supplementary material, which is available to authorized users.
- Published
- 2016