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HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes

BACKGROUND: Identifying haplotypes is central to sequence analysis in diploid or polyploid genomes. Despite this, there remains a lack of research and tools designed for physical phasing and its downstream analysis. RESULTS: HaplotypeTools is a new toolset to phase variant sites using VCF and BAM fi...

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Autor principal: Farrer, Rhys A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607637/
https://www.ncbi.nlm.nih.gov/pubmed/34809571
http://dx.doi.org/10.1186/s12859-021-04473-1
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author Farrer, Rhys A.
author_facet Farrer, Rhys A.
author_sort Farrer, Rhys A.
collection PubMed
description BACKGROUND: Identifying haplotypes is central to sequence analysis in diploid or polyploid genomes. Despite this, there remains a lack of research and tools designed for physical phasing and its downstream analysis. RESULTS: HaplotypeTools is a new toolset to phase variant sites using VCF and BAM files and to analyse phased VCFs. Phasing is achieved via the identification of reads overlapping ≥ 2 heterozygous positions and then extended by additional reads, a process that can be parallelized across a computer cluster. HaplotypeTools includes various utility scripts for downstream analysis including crossover detection and phylogenetic placement of haplotypes to other lineages or species. HaplotypeTools was assessed for accuracy against WhatsHap using simulated short and long reads, demonstrating higher accuracy, albeit with reduced haplotype length. HaplotypeTools was also tested on real Illumina data to determine the ancestry of hybrid fungal isolate Batrachochytrium dendrobatidis (Bd) SA-EC3, finding 80% of haplotypes across the genome phylogenetically cluster with parental lineages BdGPL (39%) and BdCAPE (41%), indicating those are the parental lineages. Finally, ~ 99% of phasing was conserved between overlapping phase groups between SA-EC3 and either parental lineage, indicating mitotic gene conversion/parasexuality as the mechanism of recombination for this hybrid isolate. HaplotypeTools is open source and freely available from https://github.com/rhysf/HaplotypeTools under the MIT License. CONCLUSIONS: HaplotypeTools is a powerful resource for analyzing hybrid or recombinant diploid or polyploid genomes and identifying parental ancestry for sub-genomic regions.
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spelling pubmed-86076372021-11-22 HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes Farrer, Rhys A. BMC Bioinformatics Software BACKGROUND: Identifying haplotypes is central to sequence analysis in diploid or polyploid genomes. Despite this, there remains a lack of research and tools designed for physical phasing and its downstream analysis. RESULTS: HaplotypeTools is a new toolset to phase variant sites using VCF and BAM files and to analyse phased VCFs. Phasing is achieved via the identification of reads overlapping ≥ 2 heterozygous positions and then extended by additional reads, a process that can be parallelized across a computer cluster. HaplotypeTools includes various utility scripts for downstream analysis including crossover detection and phylogenetic placement of haplotypes to other lineages or species. HaplotypeTools was assessed for accuracy against WhatsHap using simulated short and long reads, demonstrating higher accuracy, albeit with reduced haplotype length. HaplotypeTools was also tested on real Illumina data to determine the ancestry of hybrid fungal isolate Batrachochytrium dendrobatidis (Bd) SA-EC3, finding 80% of haplotypes across the genome phylogenetically cluster with parental lineages BdGPL (39%) and BdCAPE (41%), indicating those are the parental lineages. Finally, ~ 99% of phasing was conserved between overlapping phase groups between SA-EC3 and either parental lineage, indicating mitotic gene conversion/parasexuality as the mechanism of recombination for this hybrid isolate. HaplotypeTools is open source and freely available from https://github.com/rhysf/HaplotypeTools under the MIT License. CONCLUSIONS: HaplotypeTools is a powerful resource for analyzing hybrid or recombinant diploid or polyploid genomes and identifying parental ancestry for sub-genomic regions. BioMed Central 2021-11-22 /pmc/articles/PMC8607637/ /pubmed/34809571 http://dx.doi.org/10.1186/s12859-021-04473-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Farrer, Rhys A.
HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes
title HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes
title_full HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes
title_fullStr HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes
title_full_unstemmed HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes
title_short HaplotypeTools: a toolkit for accurately identifying recombination and recombinant genotypes
title_sort haplotypetools: a toolkit for accurately identifying recombination and recombinant genotypes
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607637/
https://www.ncbi.nlm.nih.gov/pubmed/34809571
http://dx.doi.org/10.1186/s12859-021-04473-1
work_keys_str_mv AT farrerrhysa haplotypetoolsatoolkitforaccuratelyidentifyingrecombinationandrecombinantgenotypes