宏基因组中包含了环境中各种微生物的基因组信息,理论上可以得出种群结构。该如何利用宏基因组高通量测序数据分析种群结构呢?是不是要从中提取16S rRNA的数据, 组装之后使用Mothur或QIIME分析呢?

MetaPhlAn有一个不一样的想法。

MetaPhlAn is a computational tool for profiling the composition of microbial communities from metagenomic shotgun sequencing data. MetaPhlAn relies on unique clade-specific marker genes identified from 3,000 reference genomes, allowing:

  • up to 25,000 reads-per-second (on one CPU) analysis speed (orders of magnitude faster compared to existing methods);
  • unambiguous taxonomic assignments as the MetaPhlAn markers are clade-specific;
  • accurate estimation of organismal relative abundance (in terms of number of cells rather than fraction of reads);
  • species-level resolution for bacterial and archaeal organisms;
  • extensive validation of the profiling accuracy on several synthetic datasets and on thousands of real metagenomes.

 

它使用物种特异性的标记基因来进行分析,并且能够得到很好的种群分析结果。

 

作者简介

Chun-Hui Gao is a Research Associate at Huazhong Agricultural University.

重复使用

Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The source code is licensed under MIT. The full source is available at https://github.com/yihui/hugo-prose.

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如果您使用了本文的内容,请按照以下方式引用:

gaoch (2016). MetaPhlAn:利用宏基因组分析种群结构. BIO-SPRING. /post/2016/03/20/2016-03-20-metaphlan-metagenomic-phylogenetic-analysis/

BibTeX citation

@misc{
  title = "MetaPhlAn:利用宏基因组分析种群结构",
  author = "gaoch",
  year = "2016",
  journal = "BIO-SPRING",
  note = "/post/2016/03/20/2016-03-20-metaphlan-metagenomic-phylogenetic-analysis/"
}