» Articles » PMID: 34809571

HaplotypeTools: a Toolkit for Accurately Identifying Recombination and Recombinant Genotypes

Overview
Publisher Biomed Central
Specialty Biology
Date 2021 Nov 23
PMID 34809571
Citations 2
Authors
Affiliations
Soon will be listed here.
Abstract

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.

Citing Articles

A near-complete telomere-to-telomere genome assembly for Batrachochytrium dendrobatidis GPL JEL423 reveals a larger CBM18 gene family and a smaller M36 metalloprotease gene family than previously recognized.

Helmstetter N, Harrison K, Gregory J, Harrison J, Ballou E, Farrer R G3 (Bethesda). 2024; 15(2).

PMID: 39709617 PMC: 11797018. DOI: 10.1093/g3journal/jkae304.


Hapsolutely: a user-friendly tool integrating haplotype phasing, network construction, and haploweb calculation.

Vences M, Patmanidis S, Schmidt J, Matschiner M, Miralles A, Renner S Bioinform Adv. 2024; 4(1):vbae083.

PMID: 38895561 PMC: 11184345. DOI: 10.1093/bioadv/vbae083.


Genome variation in the Batrachochytrium pathogens of amphibians.

Wacker T, Helmstetter N, Studholme D, Farrer R PLoS Pathog. 2024; 20(5):e1012218.

PMID: 38781266 PMC: 11115238. DOI: 10.1371/journal.ppat.1012218.

References
1.
He G, Luo X, Tian F, Li K, Zhu Z, Su W . Haplotype variation in structure and expression of a gene cluster associated with a quantitative trait locus for improved yield in rice. Genome Res. 2006; 16(5):618-26. PMC: 1457051. DOI: 10.1101/gr.4814006. View

2.
Browning S, Browning B . Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. Am J Hum Genet. 2007; 81(5):1084-97. PMC: 2265661. DOI: 10.1086/521987. View

3.
Samuel G, Farsides B . The UK's 100,000 Genomes Project: manifesting policymakers' expectations. New Genet Soc. 2017; 36(4):336-353. PMC: 5706982. DOI: 10.1080/14636778.2017.1370671. View

4.
McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A . The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 2010; 20(9):1297-303. PMC: 2928508. DOI: 10.1101/gr.107524.110. View

5.
Hager P, Mewes H, Rohlfs M, Klein C, Jeske T . SmartPhase: Accurate and fast phasing of heterozygous variant pairs for genetic diagnosis of rare diseases. PLoS Comput Biol. 2020; 16(2):e1007613. PMC: 7032729. DOI: 10.1371/journal.pcbi.1007613. View