Identifying and removing haplotypic duplication in primary genome assemblies

Dengfeng Guan, Shane McCarthy, Jonathan Wood, Kerstin Howe, Yadong Wang, Richard Durbin

bioRxiv (Cold Spring Harbor Laboratory) · 2019 · 71 citations · 8 references

DOIFull text

Open access

Concepts

TL;DR

Rapid advances in long‑read sequencing and scaffolding accelerate reference‑quality genome assemblies, yet haplotype divergence in highly heterozygous regions often causes assemblers to produce duplicate copies, breaking contiguity and impairing downstream annotation, and existing tools either only remove contained duplicates or make errors due to incomplete information. The tool, written in C, is available on GitHub at https://github.com/dfguan/purge_dups. Purge_dups automatically identifies and removes both haplotigs and heterozygous overlaps using sequence similarity and read depth, reducing duplication, improving continuity, and preserving completeness compared with current tools, and it can be easily integrated into assembly pipelines. Supplementary data are available online at Bioinformatics.

Abstract

Abstract Motivation Rapid development in long-read sequencing and scaffolding technologies is accelerating the production of reference-quality assemblies for large eukaryotic genomes. However, haplotype divergence in regions of high heterozygosity often results in assemblers creating two copies rather than one copy of a region, leading to breaks in contiguity and compromising downstream steps such as gene annotation. Several tools have been developed to resolve this problem. However, they either focus only on removing contained duplicate regions, also known as haplotigs, or fail to use all the relevant information and hence make errors. Results Here we present a novel tool, purge_dups, that uses sequence similarity and read depth to automatically identify and remove both haplotigs and heterozygous overlaps. In comparison with current tools, we demonstrate that purge_dups can reduce heterozygous duplication and increase assembly continuity while maintaining completeness of the primary assembly. Moreover, purge_dups is fully automatic and can easily be integrated into assembly pipelines. Availability and implementation The source code is written in C and is available at https://github.com/dfguan/purge_dups. Supplementary information Supplementary data are available at Bioinformatics online.

References

8