A New Algorithm for Identifying Genome Rearrangements in the Mammalian Evolution

Wang, Juan and Cui, Bo and Zhao, Yulan and Guo, Maozu (2019) A New Algorithm for Identifying Genome Rearrangements in the Mammalian Evolution. Frontiers in Genetics, 10. ISSN 1664-8021

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Abstract

Genome rearrangements are the evolutionary events on level of genomes. It is a global view on evolution research of species to analyze the genome rearrangements. We introduce a new method called RGRPT (recovering the genome rearrangements based on phylogenetic tree) used to identify the genome rearrangements. We test the RGRPT using simulated data. The results of experiments show that RGRPT have high sensitivity and specificity compared with other tools when to predict rearrangement events. We use RGRPT to predict the rearrangement events of six mammalian genomes (human, chimpanzee, rhesus macaque, mouse, rat, and dog). RGRPT has recognized a total of 1,157 rearrangement events for them at 10 kb resolution, including 858 reversals, 16 translocations, 249 transpositions, and 34 fusions/fissions. And RGRPT has recognized 475 rearrangement events for them at 50 kb resolution, including 332 reversals, 13 translocations, 94 transpositions, and 36 fusions/fissions. The code source of RGRPT is available from https://github.com/wangjuanimu/data-of-genome-rearrangement.

Item Type: Article
Subjects: Digital Open Archives > Medical Science
Depositing User: Unnamed user with email support@digiopenarchives.com
Date Deposited: 31 Jan 2023 07:58
Last Modified: 12 Aug 2024 11:39
URI: http://geographical.openuniversityarchive.com/id/eprint/198

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