When Darwin introduced natural selection in 1859 as a key mechanism of evolution, little was known about the underlying cause of variation within a species. Today we know that this variation is caused by the acquired genomic differences between individuals. Polymorphism, defined as the existence of multiple alleles or forms at a genomic locus, is the technical term used for such genetic variations.
Polymorphism, along with reproduction and inheritance of genetic traits, is a necessary condition for natural selection and is crucial in understanding how species evolve and adapt. Many questions regarding polymorphism, such as why certain species are more polymorphic than others or how different organisms tend to favor some types of polymorphism among others, when solved, have the potential to shed light on important problems in human medicine and disease research.
Some of these studies require more diverse species and/or individuals to be sequenced. Of particular interest are species with the highest rates of polymorphisms. For instance, the sequencing of the sea squirt genome lead to exciting studies that would not be possible to conduct on species that possess lower levels of polymorphism. Such studies form the motivation of this thesis.
Sequencing of genomes is, nonetheless, subject to its own research. Recent advances in DNA sequencing technology enabled researchers to lead an unprecedented amount of sequencing projects. These improvements in cost and abundance of sequencing revived a greater interest in advancing the algorithms and tools used for genome assembly. A majority of these tools, however, have no or little support for highly polymorphic genomes; which, we believe, require specialized methods.
In this thesis, we look at challenges imposed by polymorphism on genome assembly and develop methods for polymorphic genome assembly via an overview of current and past methods. Though we borrow fundamental ideas from the literature, we introduce several novel concepts that can be useful not only for assembly of highly polymorphic genomes but also genome assembly and analysis in general.
| Identifer | oai:union.ndltd.org:LACETR/oai:collectionscanada.gc.ca:OTU.1807/33979 |
| Date | 11 December 2012 |
| Creators | Donmez, Nilgun |
| Contributors | Brudno, Michael |
| Source Sets | Library and Archives Canada ETDs Repository / Centre d'archives des thèses électroniques de Bibliothèque et Archives Canada |
| Language | en_ca |
| Detected Language | English |
| Type | Thesis |
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