Literature DB >> 35545449

Automated annotation of human centromeres with HORmon.

Olga Kunyavskaya1, Tatiana Dvorkina1, Andrey V Bzikadze2, Ivan A Alexandrov1, Pavel A Pevzner3.   

Abstract

Recent advances in long-read sequencing opened a possibility to address the long-standing questions about the architecture and evolution of human centromeres. They also emphasized the need for centromere annotation (partitioning human centromeres into monomers and higher-order repeats [HORs]). Although there was a half-century-long series of semi-manual studies of centromere architecture, a rigorous centromere annotation algorithm is still lacking. Moreover, an automated centromere annotation is a prerequisite for studies of genetic diseases associated with centromeres and evolutionary studies of centromeres across multiple species. Although the monomer decomposition (transforming a centromere into a monocentromere written in the monomer alphabet) and the HOR decomposition (representing a monocentromere in the alphabet of HORs) are currently viewed as two separate problems, we show that they should be integrated into a single framework in such a way that HOR (monomer) inference affects monomer (HOR) inference. We thus developed the HORmon algorithm that integrates the monomer/HOR inference and automatically generates the human monomers/HORs that are largely consistent with the previous semi-manual inference.
© 2022 Kunyavskaya et al.; Published by Cold Spring Harbor Laboratory Press.

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Year:  2022        PMID: 35545449      PMCID: PMC9248890          DOI: 10.1101/gr.276362.121

Source DB:  PubMed          Journal:  Genome Res        ISSN: 1088-9051            Impact factor:   9.438


  31 in total

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9.  Identification of mammalian orthologs using local synteny.

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  1 in total

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  1 in total

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