TypeTE
TypeTE genotypes mobile element insertions, primarily Alu retrotransposons, from whole-genome sequencing data to reconstruct presence/absence alleles and compute genotype likelihoods for population-genomic analyses.
Key Features:
- Targeted genotyping: Specializes in genotyping segregating mobile element insertions, with a focus on Alu retrotransposons.
- Improved accuracy: Identifies hallmarks such as poly-A tails and target site duplications and uses local re-assembly to reconstruct presence and absence alleles and determine insertion orientation.
- Genotype likelihood computation: Remaps sequencing reads to reconstructed allele sequences to compute genotype likelihoods.
- Adaptability: Applicable to other retrotransposon families beyond Alu when provided with candidate insertion calls.
Scientific Applications:
- Population genomics of structural variation: Enables genotyping of Alu insertions to study population structure and the distribution of mobile element polymorphisms.
- Functional impact assessment: Supports investigation of how Alu insertions affect gene expression and genome function by providing presence/absence genotypes.
- Benchmarking and validation: Supports validation against PCR-based genotyping, with reported genotype accuracy improvements (from 83% to 92%) across a gold-standard set of >200 loci.
Methodology:
Starts from a list of polymorphic Alu insertions (e.g., from MELT), performs local re-assembly to reconstruct presence and absence alleles while assessing poly-A tails, target site duplications, and orientation, and remaps sequencing reads to the reconstructed alleles to compute genotype likelihoods.
Topics
Details
- Programming Languages:
- Shell, Perl
- Added:
- 1/9/2020
- Last Updated:
- 12/31/2020
Operations
Publications
Goubert C, Thomas J, Payer LM, Kidd JM, Feusier J, Watkins WS, Burns KH, Jorde LB, Feschotte C. TypeTE: a tool to genotype mobile element insertions from whole genome resequencing data. Unknown Journal. 2019. doi:10.1101/791665.