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  • 标题:Computational methods for predicting genomic islands in microbial genomes
  • 本地全文:下载
  • 作者:Bingxin Lu ; Hon Wai Leong
  • 期刊名称:Computational and Structural Biotechnology Journal
  • 印刷版ISSN:2001-0370
  • 出版年度:2016
  • 卷号:14
  • 页码:200-206
  • DOI:10.1016/j.csbj.2016.05.001
  • 语种:
  • 出版社:Computational and Structural Biotechnology Journal
  • 摘要:Clusters of genes acquired by lateral gene transfer in microbial genomes, are broadly referred to as genomic islands (GIs). GIs often carry genes important for genome evolution and adaptation to niches, such as genes involved in pathogenesis and antibiotic resistance. Therefore, GI prediction has gradually become an important part of microbial genome analysis. Despite inherent difficulties in identifying GIs, many computational methods have been developed and show good performance. In this mini-review, we first summarize the general challenges in predicting GIs. Then we group existing GI detection methods by their input, briefly describe representative methods in each group, and discuss their advantages as well as limitations. Finally, we look into the potential improvements for better GI prediction.
  • 关键词:Pathogenicity islands ; Sequence composition ; Genome segmentation ; Comparative genomics ; Outlier detection
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