Haplotype threading: accurate polyploid phasing from long reads

Abstract Resolving genomes at haplotype level is crucial for understanding the evolutionary history of polyploid species and for designing advanced breeding strategies. Polyploid phasing still presents considerable challenges, especially in regions of collapsing haplotypes.We present WhatsHap polyph...

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Main Authors: Sven D. Schrinner, Rebecca Serra Mari, Jana Ebler, Mikko Rautiainen, Lancelot Seillier, Julia J. Reimer, Björn Usadel, Tobias Marschall, Gunnar W. Klau
Format: Article
Language:English
Published: BMC 2020-09-01
Series:Genome Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13059-020-02158-1
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author Sven D. Schrinner
Rebecca Serra Mari
Jana Ebler
Mikko Rautiainen
Lancelot Seillier
Julia J. Reimer
Björn Usadel
Tobias Marschall
Gunnar W. Klau
author_facet Sven D. Schrinner
Rebecca Serra Mari
Jana Ebler
Mikko Rautiainen
Lancelot Seillier
Julia J. Reimer
Björn Usadel
Tobias Marschall
Gunnar W. Klau
author_sort Sven D. Schrinner
collection DOAJ
description Abstract Resolving genomes at haplotype level is crucial for understanding the evolutionary history of polyploid species and for designing advanced breeding strategies. Polyploid phasing still presents considerable challenges, especially in regions of collapsing haplotypes.We present WhatsHap polyphase, a novel two-stage approach that addresses these challenges by (i) clustering reads and (ii) threading the haplotypes through the clusters. Our method outperforms the state-of-the-art in terms of phasing quality. Using a real tetraploid potato dataset, we demonstrate how to assemble local genomic regions of interest at the haplotype level. Our algorithm is implemented as part of the widely used open source tool WhatsHap.
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spelling doaj.art-368ec63d77e4446d94461a2dee60f2942022-12-22T00:02:58ZengBMCGenome Biology1474-760X2020-09-0121112210.1186/s13059-020-02158-1Haplotype threading: accurate polyploid phasing from long readsSven D. Schrinner0Rebecca Serra Mari1Jana Ebler2Mikko Rautiainen3Lancelot Seillier4Julia J. Reimer5Björn Usadel6Tobias Marschall7Gunnar W. Klau8Algorithmic Bioinformatics, Heinrich Heine University DüsseldorfInstitute for Medical Biometry and Bioinformatics, Medical Faculty, Heinrich Heine University DüsseldorfInstitute for Medical Biometry and Bioinformatics, Medical Faculty, Heinrich Heine University DüsseldorfCenter for Bioinformatics, Saarland UniversityInstitute for Biology I, RWTH AachenInstitute for Biology I, RWTH AachenForschungszentrum Jülich IBG-4Institute for Medical Biometry and Bioinformatics, Medical Faculty, Heinrich Heine University DüsseldorfAlgorithmic Bioinformatics, Heinrich Heine University DüsseldorfAbstract Resolving genomes at haplotype level is crucial for understanding the evolutionary history of polyploid species and for designing advanced breeding strategies. Polyploid phasing still presents considerable challenges, especially in regions of collapsing haplotypes.We present WhatsHap polyphase, a novel two-stage approach that addresses these challenges by (i) clustering reads and (ii) threading the haplotypes through the clusters. Our method outperforms the state-of-the-art in terms of phasing quality. Using a real tetraploid potato dataset, we demonstrate how to assemble local genomic regions of interest at the haplotype level. Our algorithm is implemented as part of the widely used open source tool WhatsHap.http://link.springer.com/article/10.1186/s13059-020-02158-1PolyploidyPhasingHaplotypesCluster editingHigh-throughput nucleotide sequencingPlant science
spellingShingle Sven D. Schrinner
Rebecca Serra Mari
Jana Ebler
Mikko Rautiainen
Lancelot Seillier
Julia J. Reimer
Björn Usadel
Tobias Marschall
Gunnar W. Klau
Haplotype threading: accurate polyploid phasing from long reads
Genome Biology
Polyploidy
Phasing
Haplotypes
Cluster editing
High-throughput nucleotide sequencing
Plant science
title Haplotype threading: accurate polyploid phasing from long reads
title_full Haplotype threading: accurate polyploid phasing from long reads
title_fullStr Haplotype threading: accurate polyploid phasing from long reads
title_full_unstemmed Haplotype threading: accurate polyploid phasing from long reads
title_short Haplotype threading: accurate polyploid phasing from long reads
title_sort haplotype threading accurate polyploid phasing from long reads
topic Polyploidy
Phasing
Haplotypes
Cluster editing
High-throughput nucleotide sequencing
Plant science
url http://link.springer.com/article/10.1186/s13059-020-02158-1
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