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AGC: compact representation of assembled genomes with fast queries and updates

  • Dana-Farber Cancer Institute
  • Harvard University

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

17 Cytowania z bazy Scopus

Abstrakt

Motivation: High-quality sequence assembly is the ultimate representation of complete genetic information of an individual. Several ongoing pangenome projects are producing collections of high-quality assemblies of various species. Each project has already generated assemblies of hundreds of gigabytes on disk, greatly impeding the distribution of and access to such rich datasets. Results: Here, we show how to reduce the size of the sequenced genomes by 2-3 orders of magnitude. Our tool compresses the genomes significantly better than the existing programs and is much faster. Moreover, its unique feature is the ability to access any contig (or its part) in a fraction of a second and easily append new samples to the compressed collections. Thanks to this, AGC could be useful not only for backup or transfer purposes but also for routine analysis of pangenome sequences in common pipelines. With the rapidly reduced cost and improved accuracy of sequencing technologies, we anticipate more comprehensive pangenome projects with much larger sample sizes. AGC is likely to become a foundation tool to store, distribute and access pangenome data.

Język oryginałuangielski
Numer artykułubtad097
CzasopismoBioinformatics
Tom39
Numer wydania3
Identyfikatory DOI
Status publikacjiOpublikowano - 1 mar 2023

Obszary tematyczne ASJC Scopus

  • Statystyka i prawdopodobieństwo
  • Biochemia
  • Biologia molekularna
  • Zastosowania informatyki
  • Teoria i matematyka obliczeń
  • Matematyka obliczeniowa

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