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Purpose-Built Immunoinformatics for BcR IG/TR Repertoire Data Analysis
- Galigalidou, C (author)
- Zaragoza-Infante, L (author)
- Chatzidimitriou, A (author)
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- Psomopoulos, F (author)
- Agathangelidis, A (author)
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- (creator_code:org_t)
- 2022-05-28
- 2022
- English.
- In: Methods in molecular biology (Clifton, N.J.). - New York, NY : Springer US. - 1940-6029. ; 2453, s. 585-603
- Journal article (peer-reviewed)
Abstract
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- The study of antigen receptor gene repertoires using next-generation sequencing (NGS) technologies has disclosed an unprecedented depth of complexity, requiring novel computational and analytical solutions. Several bioinformatics workflows have been developed to this end, including the T-cell receptor/immunoglobulin profiler (TRIP), a web application implemented in R shiny, specifically designed for the purposes of comprehensive repertoire analysis, which is the focus of this chapter. TRIP has the potential to perform robust immunoprofiling analysis through the extraction and processing of the IMGT/HighV-Quest output, via a series of functions, ensuring the analysis of high-quality, biologically relevant data through a multilevel process of data filtering. Subsequently, it provides in-depth analysis of antigen receptor gene rearrangements, including (a) clonality assessment; (b) extraction of variable (V), diversity (D), and joining (J) gene repertoires; (c) CDR3 characterization at both the nucleotide and amino acid level; and (d) somatic hypermutation analysis, in the case of immunoglobulin gene rearrangements. Relevant to mention, TRIP enables a high level of customization through the integration of various options in key aspects of the analysis, such as clonotype definition and computation, hence allowing for flexibility without compromising on accuracy.
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