TitlescHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
AuthorsYan, Zhiqiang
Zhu, Xiaohui
Wang, Yuqian
Nie, Yanli
Guan, Shuo
Kuo, Ying
Chang, Di
Li, Rong
Qiao, Jie
Yan, Liying
AffiliationPeking Univ, Hosp 3, Dept Obstet & Gynecol, Ctr Reprod Med, Beijing 100191, Peoples R China
Minist Educ, Key Lab Assisted Reprod, Beijing 100191, Peoples R China
Beijing Key Lab Reprod Endocrinol & Assisted Repr, Beijing 100191, Peoples R China
Peking Univ, Peking Tsinghua Ctr Life Sci, Beijing 100871, Peoples R China
Peking Univ, Acad Adv Interdisciplinary Studies, Beijing 100871, Peoples R China
Peking Univ, Beijing Adv Innovat Ctr Genom ICG, Beijing 100871, Peoples R China
KeywordsACCURATE
DESCENT
ROBUST
Issue Date1-Feb-2020
PublisherBMC BIOINFORMATICS
AbstractBackground 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.
URIhttp://hdl.handle.net/20.500.11897/585887
ISSN1471-2105
DOI10.1186/s12859-020-3381-5
IndexedSCI(E)
Scopus
EI
Appears in Collections:第三医院
生命科学学院
前沿交叉学科研究院

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