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TRIg: a robust alignment pipeline for non-regular T-cell receptor and immunoglobulin sequences
Sheng-Jou Hung1, Yi-Lin Chen2,3, Chia-Hung Chu1
1Department of Biotechnology and Bioindustry Sciences, National Cheng Kung University, Tainan City, Taiwan.
BMC Bioinformatics
|October 27, 2016
Summary
A new computational tool, TRIg, accurately analyzes non-regular T cell receptor and immunoglobulin gene recombination, crucial for understanding adaptive immunity and immune diseases using RACE sequencing data.
Area of Science:
- Immunology
- Bioinformatics
- Genomics
Background:
- Adaptive immunity relies on T cells and B cells recognizing antigens via diverse T cell receptors and immunoglobulins.
- Receptor gene recombination generates this diversity, and its frequency offers insights into immunity and disease.
- Current computational tools fail with non-regular recombination patterns often found in RACE sequencing data.
Purpose of the Study:
- To develop a computational program capable of analyzing non-regular T cell receptor and immunoglobulin gene sequences.
- To address the limitations of existing tools that assume regular recombination patterns.
Main Methods:
- TRIg aligns sequences to the entire receptor gene, not just coding regions, to accommodate non-regular recombination.
- A heuristic strategy and gene annotation are employed to resolve ambiguous alignments caused by repetitive regions.
- The program was validated on both internal and public RACE datasets.
Main Results:
- TRIg successfully identified non-regularly recombined sequences in RACE data, outperforming existing methods.
- The tool also demonstrated efficacy in analyzing regularly recombined sequences.
- TRIg provides accurate estimation of recombination events from RACE data.
Conclusions:
- TRIg is suitable for analyzing RACE data, accurately capturing non-regular recombination events in T cell receptor and immunoglobulin genes.
- This accurate analysis benefits immune studies and aids in investigating aberrant recombination in immune diseases.
- TRIg is freely available for use and further development.
Keywords:
ImmunoglobulinNext-generation sequencingRACESequence alignmentT-cell receptorVDJ recombinationMore Related Videos
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