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Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data
BACKGROUND: Most animals and plants have more than one set of chromosomes and package these haplotypes into a single nucleus within each cell. In contrast, many fungal species carry multiple haploid nuclei per cell. Rust fungi are such species with two nuclei (karyons) that contain a full set of hap...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957140/ https://www.ncbi.nlm.nih.gov/pubmed/35337367 http://dx.doi.org/10.1186/s13059-022-02658-2 |
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author | Duan, Hongyu Jones, Ashley W. Hewitt, Tim Mackenzie, Amy Hu, Yiheng Sharp, Anna Lewis, David Mago, Rohit Upadhyaya, Narayana M. Rathjen, John P. Stone, Eric A. Schwessinger, Benjamin Figueroa, Melania Dodds, Peter N. Periyannan, Sambasivam Sperschneider, Jana |
author_facet | Duan, Hongyu Jones, Ashley W. Hewitt, Tim Mackenzie, Amy Hu, Yiheng Sharp, Anna Lewis, David Mago, Rohit Upadhyaya, Narayana M. Rathjen, John P. Stone, Eric A. Schwessinger, Benjamin Figueroa, Melania Dodds, Peter N. Periyannan, Sambasivam Sperschneider, Jana |
author_sort | Duan, Hongyu |
collection | PubMed |
description | BACKGROUND: Most animals and plants have more than one set of chromosomes and package these haplotypes into a single nucleus within each cell. In contrast, many fungal species carry multiple haploid nuclei per cell. Rust fungi are such species with two nuclei (karyons) that contain a full set of haploid chromosomes each. The physical separation of haplotypes in dikaryons means that, unlike in diploids, Hi-C chromatin contacts between haplotypes are false-positive signals. RESULTS: We generate the first chromosome-scale, fully-phased assembly for the dikaryotic leaf rust fungus Puccinia triticina and compare Nanopore MinION and PacBio HiFi sequence-based assemblies. We show that false-positive Hi-C contacts between haplotypes are predominantly caused by phase switches rather than by collapsed regions or Hi-C read mis-mappings. We introduce a method for phasing of dikaryotic genomes into the two haplotypes using Hi-C contact graphs, including a phase switch correction step. In the HiFi assembly, relatively few phase switches occur, and these are predominantly located at haplotig boundaries and can be readily corrected. In contrast, phase switches are widespread throughout the Nanopore assembly. We show that haploid genome read coverage of 30–40 times using HiFi sequencing is required for phasing of the leaf rust genome, with 0.7% heterozygosity, and that HiFi sequencing resolves genomic regions with low heterozygosity that are otherwise collapsed in the Nanopore assembly. CONCLUSIONS: This first Hi-C based phasing pipeline for dikaryons and comparison of long-read sequencing technologies will inform future genome assembly and haplotype phasing projects in other non-haploid organisms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-022-02658-2. |
format | Online Article Text |
id | pubmed-8957140 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89571402022-03-27 Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data Duan, Hongyu Jones, Ashley W. Hewitt, Tim Mackenzie, Amy Hu, Yiheng Sharp, Anna Lewis, David Mago, Rohit Upadhyaya, Narayana M. Rathjen, John P. Stone, Eric A. Schwessinger, Benjamin Figueroa, Melania Dodds, Peter N. Periyannan, Sambasivam Sperschneider, Jana Genome Biol Research BACKGROUND: Most animals and plants have more than one set of chromosomes and package these haplotypes into a single nucleus within each cell. In contrast, many fungal species carry multiple haploid nuclei per cell. Rust fungi are such species with two nuclei (karyons) that contain a full set of haploid chromosomes each. The physical separation of haplotypes in dikaryons means that, unlike in diploids, Hi-C chromatin contacts between haplotypes are false-positive signals. RESULTS: We generate the first chromosome-scale, fully-phased assembly for the dikaryotic leaf rust fungus Puccinia triticina and compare Nanopore MinION and PacBio HiFi sequence-based assemblies. We show that false-positive Hi-C contacts between haplotypes are predominantly caused by phase switches rather than by collapsed regions or Hi-C read mis-mappings. We introduce a method for phasing of dikaryotic genomes into the two haplotypes using Hi-C contact graphs, including a phase switch correction step. In the HiFi assembly, relatively few phase switches occur, and these are predominantly located at haplotig boundaries and can be readily corrected. In contrast, phase switches are widespread throughout the Nanopore assembly. We show that haploid genome read coverage of 30–40 times using HiFi sequencing is required for phasing of the leaf rust genome, with 0.7% heterozygosity, and that HiFi sequencing resolves genomic regions with low heterozygosity that are otherwise collapsed in the Nanopore assembly. CONCLUSIONS: This first Hi-C based phasing pipeline for dikaryons and comparison of long-read sequencing technologies will inform future genome assembly and haplotype phasing projects in other non-haploid organisms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-022-02658-2. BioMed Central 2022-03-25 /pmc/articles/PMC8957140/ /pubmed/35337367 http://dx.doi.org/10.1186/s13059-022-02658-2 Text en © The Author(s) 2022 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 | Research Duan, Hongyu Jones, Ashley W. Hewitt, Tim Mackenzie, Amy Hu, Yiheng Sharp, Anna Lewis, David Mago, Rohit Upadhyaya, Narayana M. Rathjen, John P. Stone, Eric A. Schwessinger, Benjamin Figueroa, Melania Dodds, Peter N. Periyannan, Sambasivam Sperschneider, Jana Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data |
title | Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data |
title_full | Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data |
title_fullStr | Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data |
title_full_unstemmed | Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data |
title_short | Physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in Nanopore and HiFi assemblies with Hi-C data |
title_sort | physical separation of haplotypes in dikaryons allows benchmarking of phasing accuracy in nanopore and hifi assemblies with hi-c data |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957140/ https://www.ncbi.nlm.nih.gov/pubmed/35337367 http://dx.doi.org/10.1186/s13059-022-02658-2 |
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