基于BLAST的基因组装和外显子注释计算方法

Xutao Deng, H. Ali
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引用次数: 0

摘要

精确的基因组装和精确的外显子注释是人类基因组计划的两个关键目标。现有的基因参考序列和外显子注释还远远不够完善。本文介绍了一种利用NCBI (National Center for Biotechnology Information)的mRNA参考序列和BLAST工具有效组装和注释基因结构的贪心算法。该方法包含四个流水线组件。1. Blast解析器:提取mRNA-DNA局部比对。2. 寻链器:将局部对齐转换为拼接对齐。3.组装:根据多个DNA序列与给定mRNA序列的剪接比对,将多个DNA序列组装成连续的DNA序列。4. 注释器:基于剪接信号解析外显子-内含子边界。对一个人类基因样本集的测试结果表明,使用该方法进行基因组装和外显子注释的效果明显优于NCBI的contig参考文献。该软件可应要求提供
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A computational approach for gene assembly and exon annotation based on BLAST
Accurate gene assembly and precise exon annotations are two of the key goals of human genome project. Existing gene reference sequences and exon annotations are far from perfection. This paper introduces a new greedy algorithm which makes use of mRNA reference sequence and BLAST tools from NCBI (National Center for Biotechnology Information) to effectively assemble and annotate gene structures. Four pipelined components are included in this approach. 1. Blast parser: extract mRNA-DNA local alignment pairs. 2. Chain finder: transform local alignments to spliced alignment. 3. Assembler: assemble multiple DNA sequences into a continuous DNA sequence based on their spliced alignments with a given mRNA sequence. 4. Annotator: resolve exon-intron boundary based on splicing signals. Test results on one sample set of human genes show that gene assembly and exon annotation using the proposed approach is significantly better than contig references from NCBI. The software is available upon request
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