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Dissertation
Haplarithmisis to study haplotypes genome-wide to single-cell resolution, enabling a generic method for preimplantation genectic diagnosis in the clinic and novel fundamental genome research
Authors: --- --- --- ---
Year: 2015 Publisher: Leuven KU Leuven. Faculty of Medicine

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Abstract

Prior to the inception of my PhD research, there was a need for a new generation of genome analysis methods having the capacity of reconstructing haplotypes and determining the copy number state of those haplotypes in a DNA sample of a singlenbsp;or multiple cells. Such a method was needed to enable a generic mode of preimplantation genetic diagnosis of human embryos following in vitro fertilization in the clinic and to develop novel understanding of genome instability and plasticity in different developmental stages of life.To develop such a method for genome-wide haplotyping and copy number profiling of single cells that overcomes the impediments associated with genotype errors due to whole genome amplification (WGA) artifacts as well as non-diploid copy number states of SNPs, we devised a novel concept, termed haplarithmisis (Greek for haplotype numbering), which deciphers single-cell SNP B-allele frequencies on the basis of phased parental genotypes, to determine haplotypes, copy number information about the haplotypes as well as the parental and segregational origin of putative haplotype anomalies in the cell. We demonstrated that haplarithmisis leverages conventional methods for genome-wide haplotyping as well as DNA copy number profiling. We embedded haplarithmisis in a broad computational algorithmic suite, called siCHILD, which is an abbreviation of ‘single-cell haplotyping and imputation of linked disease variants’, and which consists of five innovative modules, including (1) quality control of single-cell SNP data, (2) haplarithmisis using single-cell SNP B-allele frequencies, (3) haplotyping using discrete single-cell SNP-calls (AA, AB, BB), (4) copy number analysis of the haplotypes in the cell, and (5) the visualization of the data.We benchmarked this methodology with SNP-array data of human single lymphoblastoid cells containing known haplotype architectures from bulk DNA analyses. Subsequently, we applied the methodology to single blastomeres of human embryos to infer the inheritance of Mendelian disease-causing genetic variants transmitted from the parent(s) to the embryo using linkage to neighboring SNPs in a haplotype, as well as to further characterize the nature of chromosome instability in human embryos. These results were independently confirmed by locus-specific FISH-, PCR- or sequencing-based genetic diagnoses on separate cells of the same embryos in the clinic as well as single-cell genome sequencing, delivering a comprehensive clinical validation of the method for diagnosing the transmission of genetic variants causing autosomal dominant and recessive disorders and X-linked disorders, as well as the inheritance of derivative chromosomes of parental reciprocal translocations.By applying haplarithmisis, we were able to observe genomic constitutions to which current state-of-the-art single-cell haplotyping and DNA-copy number profiling methods are blind. For instance, a single human blastomere with a tetraploid haplotype constitution and 6 trisomic chromosomes could be distinguished from a diploid cell with monosomies for the same chromosomes. In addition, we could discern meiotic trisomies from mitotic ones. Furthermore, we also applied haplarithmsis on bovine cleavage stage embryos and observed a frequency of chromosome instability that is similar to human cleavage stage embryos following in vitro fertilization. However, using haplarithmisis we discovered an extraordinary amount of mixoploid and/or chimeric cell lineages co-existing in the same bovine embryo and discuss their mechanistic origin.In addition, we proved that haplarithmisis has a broad applicative value not only by enabling concurrent haplotyping and copy number typing of single cells but also by unraveling the mosaic and chimeric allelic architectures of multi-cell DNA samples. This may have a huge impact on deciphering the etiology of genomic disorders and developing understanding of the mechanistic origin of the genetic anomalies.In conclusion, we developed, applied and translated an ensemble of innovative genome analysis approaches that uncovers the haplotype architecture of entire genomes in DNA derived from many cells down to a single cell, demonstrating novel applications in the clinic and fundamental genome research.

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Dissertation
Single-cell sequencing to study chromosome instability in embryos and the origin of structural genetic variation
Authors: --- --- --- ---
Year: 2015 Publisher: Leuven KU Leuven. Faculty of Medicine

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Abstract

Although a cell produces an assortment of products that protect, inspect and if necessary heal its valuable genetic code, DNA-mutations can accumulate during a cell’s life cycle. This is exemplified by the acquisition of somatic genetic lesions that cause cancer, but also by the birth of disabled children due to a genomic aberration acquired during gametogenesis or early embryogenesis. In fact, most likely we all are genetic mosaics early on or later in our life, with part of our cells containing a genetic repertoire that deviates from the original zygotic genome. As a consequence, the ability to characterize the entire genome of a single human cell for all classes of genetic variation is important to unravel the extent, nature and consequences of this mosaicism, as well as to establish a better understanding of the underlying genomic instability during processes like gametogenesis , embryogenesis and tumorigenesis.Single-cell sequencing is thus an invaluable tool not only for basic genome research but also for enabling novel clinical applications (e.g. profiling circulating tumor cells from peripheral blood of a cancer patient to guide the patient’s treatment using ‘liquid biopsies’ of solid tumours). At the start of my Ph.D., single-cell sequencing did not exist. Before the genome of a single cell can be analyzed on current high-throughput sequencing platforms, its genome must be amplified thousands of times to obtain enough input material. This step of whole genome amplification (WGA) poses a tremendous challenge, as it delivers a biased representation of the original genome, containing amplification artifacts that resemble real genetic variants. In chapter 4 of this dissertation we developed a method for paired-end sequencing of single-cell genomes, which exploits paired-end mapping and single nucleotide variant information for sifting WGA-artifacts from true unbalanced copy number variants. In addition, we were able to demonstrate for the first time the detection of inter- and intra-chromosomal structural rearrangements in a single cell.In addition to WGA-bias, ongoing DNA-replication poses another challenge for single-cell genomics. A snapshot of a diploid cell in S-phase demonstrates consecutive loci of copy number state 2, 3 or 4. The number of these loci, their size and copy number state is dynamic over the entire S-phase. In chapter 3 of this dissertation we used single-cell array comparative genomic hybridization to demonstrate that such ongoing DNA-replication negatively impacts reliable copy number profiling of the cell. When analyzing cells randomly selected from a population and without knowing their cell cycle phase, this can lead to misinterpretation of the cell’s copy number profile. In chapter 5 we developed a methodology based on single-cell sequencing for the detection of S-phase genomes in a population of sequenced diploid cells, and allowing the emergence of the genome-wide DNA-replication program of a single cell at high resolution.Recently it has been found that the first cleavage divisions of human life following in vitro fertilization (IVF) are prone to chromosome instability (CIN). Several observations suggest that also in vivo human embryogenesis is affected by such instability. In chapter 6, we combined single-cell sequencing of all available blastomeres of human cleavage stage embryos with live-cell imaging of the embryos’ development since conception. Reading the genome of each cell at high resolution combined with valuable information about cell division, cell behavior and morphology delivered deeper insight in the operation of CIN during human embryogenesis. We discovered novel natures of chromosome rearrangement including interstitial (submicroscopic) copy number variants, as well as novel mechanisms of CIN including the absorption of a polar body by a blastomere with subsequent vast centric fission following division of this blastomere. In addition, we delivered unambiguous proof for the occurrence of breakage fusion bridge cycles during the first cell cycles of human life, a mechanism of chromosome rearrangement frequently observed in cancer. At the moment, genomic disorders and constitutional de novo DNA-rearrangements are mainly considered to result from pre-meiotic or meiotic germ line errors. However, depending on which blastomere(s) contribute(s) to the inner cell mass and embryo proper, this CIN during embryogenesis may be a source of not only pregnancy loss, but hypothetically also of genomic disorders and constitutional de novo structural variants (SVs), including de novo DNA copy number variants (CNVs).To gain insight in the evolutionary conservation of CIN during embryogenesis, we studied genome stability at different time-points of mouse embryogenesis in chapter 7. Unexpectedly, we found the genome of mouse embryos to be much more stable than observed in human embryos, providing a stepping-stone for further research towards the identification of the molecular mechanisms underlying CIN.

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