Immunoglobulin Classification Using the Colored Antibody Graph.

J Comput Biol

2 Department of Computer Science and Engineering, University of California San diego, La Jolla, California.

Published: June 2016

The somatic recombination of V, D, and J gene segments in B-cells introduces a great deal of diversity, and divergence from reference segments. Many recent studies of antibodies focus on the population of antibody transcripts that show which V, D, and J gene segments have been favored for a particular antigen, a repertoire. To properly describe the antibody repertoire, each antibody must be labeled by its constituting V, D, and J gene segment, a task made difficult by somatic recombination and hypermutation events. While previous approaches to repertoire analysis were based on sequential alignments, we describe a new de Bruijn graph-based algorithm to perform VDJ labeling and benchmark its performance.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4904161PMC
http://dx.doi.org/10.1089/cmb.2016.0010DOI Listing

Publication Analysis

Top Keywords

somatic recombination
8
gene segments
8
immunoglobulin classification
4
classification colored
4
antibody
4
colored antibody
4
antibody graph
4
graph somatic
4
recombination gene
4
segments b-cells
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!