svtools: population-scale analysis of structural variation
David E. Larson,
Haley J Abel,
James M Eldred,
Ryan M. Layer,
Ira M Hall
Posted 13 Dec 2018
bioRxiv DOI: 10.1101/494203 (published DOI: 10.1093/bioinformatics/btz492)
Posted 13 Dec 2018
Large-scale human genetics studies are now employing whole genome sequencing with the goal of conducting comprehensive trait mapping analyses of all forms of genome variation. However, methods for structural variation (SV) analysis have lagged far behind those for smaller scale variants, and there is an urgent need to develop more efficient tools that scale to the size of human populations. Here, we present a fast and highly scalable software toolkit (svtools) and cloud-based pipeline for assembling high quality SV maps -- including deletions, duplications, mobile element insertions, inversions, and other rearrangements -- in many thousands of human genomes. We show that this pipeline achieves similar variant detection performance to established per-sample methods (e.g., via LUMPY), while providing fast and affordable joint analysis at the scale of ≥100,000 genomes. These tools will help enable the next generation of human genetics studies.
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