Overlap graph-based generation of haplotigs for diploids and polyploids

Abstract : Motivation: Haplotype aware genome assembly plays an important role in genetics, medicine, and various other disciplines, yet generation of haplotype-resolved de novo assemblies remains a major challenge. Beyond distinguishing between errors and true sequential variants, one needs to assign the true variants to the different genome copies. Recent work has pointed out that the enormous quantities of traditional NGS read data have been greatly underexploited in terms of haplotig computation so far, which reflects that methodology for reference independent haplotig computation has not yet reached maturity. Results: We present POLYTE (POLYploid genome fitTEr) as a new approach to de novo generation of haplotigs for diploid and polyploid genomes of known ploidy. Our method follows an iterative scheme where in each iteration reads or contigs are joined, based on their interplay in terms of an underlying haplotype-aware overlap graph. Along the iterations, contigs grow while preserving their haplotype identity. Benchmarking experiments on both real and simulated data demonstrate that POLYTE establishes new standards in terms of error-free reconstruction of haplotype-specific sequence. As a consequence, POLYTE outperforms state-of-the-art approaches in various relevant aspects, where advantages become particularly distinct in polyploid settings.
Document type :
Journal articles
Complete list of metadatas

Cited literature [36 references]  Display  Hide  Download

https://hal.inria.fr/hal-02344853
Contributor : Marie-France Sagot <>
Submitted on : Monday, November 4, 2019 - 12:49:46 PM
Last modification on : Wednesday, November 6, 2019 - 10:58:39 AM

Identifiers

Collections

Citation

Jasmijn Baaijens, Alexander Schönhuth. Overlap graph-based generation of haplotigs for diploids and polyploids. Bioinformatics, Oxford University Press (OUP), 2019, 35 (21), pp.4281-4289. ⟨10.1093/bioinformatics/btz255⟩. ⟨hal-02344853⟩

Share

Metrics

Record views

25

Files downloads

181