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TypeTE: a tool to genotype mobile element insertions from whole genome resequencing data
Clément Goubert1, Jainy Thomas2, Lindsay M Payer3
1Department of Molecular Biology and Genetics, 215 Tower Rd, Cornell University, Ithaca, NY 14853, USA.
Nucleic Acids Research
|February 19, 2020
Summary
TypeTE accurately genotypes Alu insertions from whole-genome sequencing data, improving accuracy for population genomics. This new pipeline enhances the study of mobile element insertions and their impact on human genome structure and function.
Area of Science:
- Genomics
- Population Genetics
- Bioinformatics
Background:
- Alu retrotransposons comprise over 10% of the human genome, contributing to structural variants and influencing gene expression.
- Accurate genotyping of mobile elements like Alus is crucial for understanding population structure and genetic variation.
- Previous Alu genotype calls in large datasets have shown inaccuracies, complicating haplotype phasing.
Purpose of the Study:
- To introduce TypeTE, a novel computational pipeline for accurate Alu insertion genotyping from whole-genome sequencing data.
- To address the challenge of erroneous Alu genotypes and improve their utility as population markers.
- To enhance the analysis of mobile element insertions in population genomics studies.
Main Methods:
- TypeTE utilizes whole-genome sequencing data to identify Alu insertion hallmarks (poly-A tail, target site duplication) and orientation.
- The pipeline employs local re-assembly to reconstruct presence and absence alleles of Alu insertions.
- Sequencing reads are re-mapped to these reconstructed alleles to compute genotype likelihoods.
Main Results:
- TypeTE significantly improves Alu genotype accuracy, increasing it from 83% to 92% in the 1000 Genomes Project dataset.
- Validation was performed using a high-quality set of PCR-based genotyping data for over 200 loci.
- The pipeline demonstrates enhanced accuracy compared to previous genotyping methods.
Conclusions:
- TypeTE provides a valuable tool for accurate Alu insertion genotyping from WGS data.
- The pipeline enhances the reliability of mobile element insertion analysis in population genomics.
- TypeTE is adaptable to other retrotransposon families, broadening its applicability.
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