A Novel Construction of Genome Space with Biological Geometry

Chenglong Yu, Qian Liang, Changchuan Yin, Rong He, Stephen Yau

    Research output: Contribution to journalArticlepeer-review

    53 Citations (Scopus)

    Abstract

    A genome space is a moduli space of genomes. In this space, each point corresponds to a genome. The natural distance between two points in the genome space reflects the biological distance between these two genomes. Currently, there is no method to represent genomes by a point in a space without losing biological information. Here, we propose a new graphical representation for DNA sequences. The breakthrough of the subject is that we can construct the moment vectors from DNA sequences using this new graphical method and prove that the correspondence between moment vectors and DNA sequences is one-to-one. Using these moment vectors, we have constructed a novel genome space as a subspace in RN. It allows us to show that the SARS-CoV is most closely related to a coronavirus from the palm civet not from a bird as initially suspected, and the newly discovered human coronavirus HCoV-HKU1 is more closely related to SARS than to any other known member of group 2 coronavirus. Furthermore, we reconstructed the phylogenetic tree for 34 lentiviruses (including human immunodeficiency virus) based on their whole genome sequences. Our genome space will provide a new powerful tool for analyzing the classification of genomes and their phylogenetic relationships.

    Original languageEnglish
    Pages (from-to)155-168
    Number of pages14
    JournalDNA RESEARCH
    Volume17
    Issue number3
    DOIs
    Publication statusPublished - Jun 2010

    Keywords

    • classification
    • genome space
    • graphical representation
    • moment vector
    • phylogeny

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