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iHMMune-align:基于隐马尔可夫模型的重排免疫球蛋白基因序列中种系基因的比对与鉴定。

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

作者信息

Gaëta Bruno A, Malming Harald R, Jackson Katherine J L, Bain Michael E, Wilson Patrick, Collins Andrew M

机构信息

School of Biotechnology and Biomolecular Sciences, The University of New South Wales, Sydney, NSW 2052, Australia.

出版信息

Bioinformatics. 2007 Jul 1;23(13):1580-7. doi: 10.1093/bioinformatics/btm147. Epub 2007 Apr 26.

Abstract

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.

AVAILABILITY

iHMMune-align cross-platform Java executable and web interface are freely available to academic users and can be accessed at http://www.emi.unsw.edu.au/~ihmmune/.

摘要

动机

成熟B淋巴细胞中的免疫球蛋白重链(IGH)基因是IGHV、IGHD和IGHJ种系基因重组,随后发生体细胞突变的结果。正确识别构成可变VH结构域的种系基因对于我们理解抗体多样性产生过程以及某些白血病和淋巴瘤的临床研究至关重要。

结果

我们开发了iHMMune-align,这是一种比对程序,它使用隐马尔可夫模型(HMM)对人类IGH基因重排和成熟过程进行建模。使用克隆相关和随机选择的IGH序列,将iHMMune-align的性能与其他免疫球蛋白基因比对工具的性能进行了比较。该评估表明,与其他目前可用的IGH基因表征程序相比,iHMMune-align能更准确地识别组成种系基因。

可用性

学术用户可免费获得iHMMune-align跨平台Java可执行文件和网络界面,可通过http://www.emi.unsw.edu.au/~ihmmune/访问。

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