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 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.

[1]  Xin Li,et al.  Efficient identification of identical-by-descent status in pedigrees with many untyped individuals , 2010, Bioinform..

[2]  Gheona Altarescu,et al.  Haploseek: a 24-hour all-in-one method for preimplantation genetic diagnosis (PGD) of monogenic disease and aneuploidy , 2018, Genetics in Medicine.

[3]  Yves Moreau,et al.  HiVA: an integrative wet- and dry-lab platform for haplotype and copy number analysis of single-cell genomes , 2019, bioRxiv.

[4]  Benedict Paten,et al.  Haplotype-aware diplotyping from noisy long reads , 2019, Genome Biology.

[5]  Paola Bonizzoni,et al.  HapCHAT: adaptive haplotype assembly for efficiently leveraging high coverage in long reads , 2017, BMC Bioinformatics.

[6]  B. Browning,et al.  Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. , 2007, American journal of human genetics.

[7]  Dan Wang,et al.  Progressive approach for SNP calling and haplotype assembly using single molecular sequencing data , 2018, Bioinform..

[8]  Tom Druet,et al.  LINKPHASE3: an improved pedigree-based phasing algorithm robust to genotyping and map errors , 2015, Bioinform..

[9]  Alan Medlar,et al.  HaploForge: a comprehensive pedigree drawing and haplotype visualization web application , 2017, Bioinform..

[10]  Thierry Voet,et al.  Preimplantation genetic diagnosis guided by single-cell genomics , 2013, Genome Medicine.

[11]  Paola Bonizzoni,et al.  HapCol: accurate and memory-efficient haplotype assembly from long reads , 2016, Bioinform..

[12]  Pietro Liò,et al.  GenHap: a novel computational method based on genetic algorithms for haplotype assembly , 2019, BMC Bioinformatics.

[13]  Gonçalo Abecasis,et al.  Genotype-imputation accuracy across worldwide human populations. , 2009, American journal of human genetics.

[14]  Paul Scheet,et al.  A fast and flexible statistical model for large-scale population genotype data: applications to inferring missing genotypes and haplotypic phase. , 2006, American journal of human genetics.

[15]  Wei Xu,et al.  GenomeLaser: fast and accurate haplotyping from pedigree genotypes , 2015, Bioinform..

[16]  Yves Moreau,et al.  Concurrent whole-genome haplotyping and copy-number profiling of single cells. , 2015, American journal of human genetics.

[17]  Jay Shendure,et al.  Whole genome prediction for preimplantation genetic diagnosis , 2015, Genome Medicine.

[18]  Benjamin J. Raphael,et al.  Haplotype phasing in single-cell DNA-sequencing data , 2018, Bioinform..

[19]  Ross M. Fraser,et al.  A General Approach for Haplotype Phasing across the Full Spectrum of Relatedness , 2014, PLoS genetics.

[20]  Ina Hoeschele,et al.  Haplotyping Methods for Pedigrees , 2009, Human Heredity.

[21]  Vineet Bafna,et al.  HapCUT2: robust and accurate haplotype assembly for diverse sequencing technologies , 2017, Genome research.

[22]  Wei Chen,et al.  Genotype calling and haplotyping in parent-offspring trios , 2013, Genome research.

[23]  Pall I. Olason,et al.  Detection of sharing by descent, long-range phasing and haplotype imputation , 2008, Nature Genetics.

[24]  B. Browning,et al.  Haplotype phasing: existing methods and new developments , 2011, Nature Reviews Genetics.