SNPhylo: a pipeline to construct a phylogenetic tree from huge SNP data
University of Georgia · TED University · +1 more institution
Abstract
Phylogenetic trees are widely used for genetic and evolutionary studies in various organisms. Advanced sequencing technology has dramatically enriched data available for constructing phylogenetic trees based on single nucleotide polymorphisms (SNPs). However, massive SNP data makes it difficult to perform reliable analysis, and there has been no ready-to-use pipeline to generate phylogenetic trees from these data.
We developed a new pipeline, SNPhylo, to construct phylogenetic trees based on large SNP datasets. The pipeline may enable users to construct a phylogenetic tree from three representative SNP data file formats. In addition, in order to increase reliability of a tree, the pipeline has steps such as removing low quality data and considering linkage disequilibrium. A maximum likelihood method for the inference of phylogeny is also adopted in generation of a tree in our pipeline.
Citation impact
- FWCI
- 10.53
- Percentile
- 100%
- References
- 24
Authors
5Topics & keywords
- Phylogenetic tree
- Phylogenetic network
- Pipeline (software)
- Biology
- Tree (set theory)
- Phylogenetics
- Computational phylogenetics
- Data mining