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scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data

BACKGROUND: Haplotyping reveals chromosome blocks inherited from parents to in vitro fertilized (IVF) embryos in preimplantation genetic diagnosis (PGD), enabling the observation of the transmission of disease alleles between generations. However, the methods of haplotyping that are suitable for sin...

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Autores principales: Yan, Zhiqiang, Zhu, Xiaohui, Wang, Yuqian, Nie, Yanli, Guan, Shuo, Kuo, Ying, Chang, Di, Li, Rong, Qiao, Jie, Yan, Liying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6995221/
https://www.ncbi.nlm.nih.gov/pubmed/32007105
http://dx.doi.org/10.1186/s12859-020-3381-5
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author Yan, Zhiqiang
Zhu, Xiaohui
Wang, Yuqian
Nie, Yanli
Guan, Shuo
Kuo, Ying
Chang, Di
Li, Rong
Qiao, Jie
Yan, Liying
author_facet Yan, Zhiqiang
Zhu, Xiaohui
Wang, Yuqian
Nie, Yanli
Guan, Shuo
Kuo, Ying
Chang, Di
Li, Rong
Qiao, Jie
Yan, Liying
author_sort Yan, Zhiqiang
collection PubMed
description BACKGROUND: Haplotyping reveals chromosome blocks inherited from parents to in vitro fertilized (IVF) embryos in preimplantation genetic diagnosis (PGD), enabling the observation of the transmission of disease alleles between generations. However, the methods of haplotyping that are suitable for single cells are limited because a whole genome amplification (WGA) process is performed before sequencing or genotyping in PGD, and true haplotype profiles of embryos need to be constructed based on genotypes that can contain many WGA artifacts. RESULTS: Here, we offer scHaplotyper as a genetic diagnosis tool that reconstructs and visualizes the haplotype profiles of single cells based on the Hidden Markov Model (HMM). scHaplotyper can trace the origin of each haplotype block in the embryo, enabling the detection of carrier status of disease alleles in each embryo. We applied this method in PGD in two families affected with genetic disorders, and the result was the healthy live births of two children in the two families, demonstrating the clinical application of this method. CONCLUSION: Next generation sequencing (NGS) of preimplantation embryos enable genetic screening for families with genetic disorders, avoiding the birth of affected babies. With the validation and successful clinical application, we showed that scHaplotyper is a convenient and accurate method to screen out embryos. More patients with genetic disorder will benefit from the genetic diagnosis of embryos. The source code of scHaplotyper is available at GitHub repository: https://github.com/yzqheart/scHaplotyper.
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spelling pubmed-69952212020-02-04 scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data Yan, Zhiqiang Zhu, Xiaohui Wang, Yuqian Nie, Yanli Guan, Shuo Kuo, Ying Chang, Di Li, Rong Qiao, Jie Yan, Liying BMC Bioinformatics Software BACKGROUND: Haplotyping reveals chromosome blocks inherited from parents to in vitro fertilized (IVF) embryos in preimplantation genetic diagnosis (PGD), enabling the observation of the transmission of disease alleles between generations. However, the methods of haplotyping that are suitable for single cells are limited because a whole genome amplification (WGA) process is performed before sequencing or genotyping in PGD, and true haplotype profiles of embryos need to be constructed based on genotypes that can contain many WGA artifacts. RESULTS: Here, we offer scHaplotyper as a genetic diagnosis tool that reconstructs and visualizes the haplotype profiles of single cells based on the Hidden Markov Model (HMM). scHaplotyper can trace the origin of each haplotype block in the embryo, enabling the detection of carrier status of disease alleles in each embryo. We applied this method in PGD in two families affected with genetic disorders, and the result was the healthy live births of two children in the two families, demonstrating the clinical application of this method. CONCLUSION: Next generation sequencing (NGS) of preimplantation embryos enable genetic screening for families with genetic disorders, avoiding the birth of affected babies. With the validation and successful clinical application, we showed that scHaplotyper is a convenient and accurate method to screen out embryos. More patients with genetic disorder will benefit from the genetic diagnosis of embryos. The source code of scHaplotyper is available at GitHub repository: https://github.com/yzqheart/scHaplotyper. BioMed Central 2020-02-01 /pmc/articles/PMC6995221/ /pubmed/32007105 http://dx.doi.org/10.1186/s12859-020-3381-5 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Yan, Zhiqiang
Zhu, Xiaohui
Wang, Yuqian
Nie, Yanli
Guan, Shuo
Kuo, Ying
Chang, Di
Li, Rong
Qiao, Jie
Yan, Liying
scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
title scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
title_full scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
title_fullStr scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
title_full_unstemmed scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
title_short scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
title_sort schaplotyper: haplotype construction and visualization for genetic diagnosis using single cell dna sequencing data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6995221/
https://www.ncbi.nlm.nih.gov/pubmed/32007105
http://dx.doi.org/10.1186/s12859-020-3381-5
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