iHMMune-align:: hidden Markov model-based alignment and identification of germline genes in rearranged immunoglobulin gene sequences

被引:99
作者
Gaeta, Bruno A. [1 ]
Malming, Harald R.
Jackson, Katherine J. L.
Bain, Michael E.
Wilson, Patrick
Collins, Andrew M.
机构
[1] Univ New S Wales, Sch Biotechnol & Biomol Sci, Sydney, NSW 2052, Australia
[2] Univ New S Wales, Sch Engn & Comp Sci, Sydney, NSW 2052, Australia
[3] Oklahoma Med Res Fdn, Mol Immunogenet Program, Oklahoma City, OK 73104 USA
关键词
D O I
10.1093/bioinformatics/btm147
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Immunoglobulin heavy chain (IGH) genes in mature B lymphocytes are the result of recombination of IGHV, IGHD and IGHJ germline genes, followed by somatic mutation. The correct identification of the germline genes that make up a variable VH domain is essential to our understanding of the process of antibody diversity generation as well as to clinical investigations of some leukaemias and lymphomas. Results: We have developed iHMMune-align, an alignment program that uses a hidden Markov model (HMM) to model the processes involved in human IGH gene rearrangement and maturation. The performance of iHMMune-align was compared to that of other immunoglobulin gene alignment utilities using both clonally related and randomly selected IGH sequences. This evaluation suggests that iHMMune-align provides a more accurate identification of component germline genes than other currently available IGH gene characterization programs.
引用
收藏
页码:1580 / 1587
页数:8
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