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The Bitome: digitized genomic features reveal fundamental genome organization

A genome contains the information underlying an organism's form and function. Yet, we lack formal framework to represent and study this information. Here, we introduce the Bitome, a matrix composed of binary digits (bits) representing the genomic positions of genomic features. We form a Bitome...

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Autores principales: Lamoureux, Cameron R, Choudhary, Kumari Sonal, King, Zachary A, Sandberg, Troy E, Gao, Ye, Sastry, Anand V, Phaneuf, Patrick V, Choe, Donghui, Cho, Byung-Kwan, Palsson, Bernhard O
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7544223/
https://www.ncbi.nlm.nih.gov/pubmed/32976587
http://dx.doi.org/10.1093/nar/gkaa774
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author Lamoureux, Cameron R
Choudhary, Kumari Sonal
King, Zachary A
Sandberg, Troy E
Gao, Ye
Sastry, Anand V
Phaneuf, Patrick V
Choe, Donghui
Cho, Byung-Kwan
Palsson, Bernhard O
author_facet Lamoureux, Cameron R
Choudhary, Kumari Sonal
King, Zachary A
Sandberg, Troy E
Gao, Ye
Sastry, Anand V
Phaneuf, Patrick V
Choe, Donghui
Cho, Byung-Kwan
Palsson, Bernhard O
author_sort Lamoureux, Cameron R
collection PubMed
description A genome contains the information underlying an organism's form and function. Yet, we lack formal framework to represent and study this information. Here, we introduce the Bitome, a matrix composed of binary digits (bits) representing the genomic positions of genomic features. We form a Bitome for the genome of Escherichia coli K-12 MG1655. We find that: (i) genomic features are encoded unevenly, both spatially and categorically; (ii) coding and intergenic features are recapitulated at high resolution; (iii) adaptive mutations are skewed towards genomic positions with fewer features; and (iv) the Bitome enhances prediction of adaptively mutated and essential genes. The Bitome is a formal representation of a genome and may be used to study its fundamental organizational properties.
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spelling pubmed-75442232020-10-15 The Bitome: digitized genomic features reveal fundamental genome organization Lamoureux, Cameron R Choudhary, Kumari Sonal King, Zachary A Sandberg, Troy E Gao, Ye Sastry, Anand V Phaneuf, Patrick V Choe, Donghui Cho, Byung-Kwan Palsson, Bernhard O Nucleic Acids Res Computational Biology A genome contains the information underlying an organism's form and function. Yet, we lack formal framework to represent and study this information. Here, we introduce the Bitome, a matrix composed of binary digits (bits) representing the genomic positions of genomic features. We form a Bitome for the genome of Escherichia coli K-12 MG1655. We find that: (i) genomic features are encoded unevenly, both spatially and categorically; (ii) coding and intergenic features are recapitulated at high resolution; (iii) adaptive mutations are skewed towards genomic positions with fewer features; and (iv) the Bitome enhances prediction of adaptively mutated and essential genes. The Bitome is a formal representation of a genome and may be used to study its fundamental organizational properties. Oxford University Press 2020-09-25 /pmc/articles/PMC7544223/ /pubmed/32976587 http://dx.doi.org/10.1093/nar/gkaa774 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Computational Biology
Lamoureux, Cameron R
Choudhary, Kumari Sonal
King, Zachary A
Sandberg, Troy E
Gao, Ye
Sastry, Anand V
Phaneuf, Patrick V
Choe, Donghui
Cho, Byung-Kwan
Palsson, Bernhard O
The Bitome: digitized genomic features reveal fundamental genome organization
title The Bitome: digitized genomic features reveal fundamental genome organization
title_full The Bitome: digitized genomic features reveal fundamental genome organization
title_fullStr The Bitome: digitized genomic features reveal fundamental genome organization
title_full_unstemmed The Bitome: digitized genomic features reveal fundamental genome organization
title_short The Bitome: digitized genomic features reveal fundamental genome organization
title_sort bitome: digitized genomic features reveal fundamental genome organization
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7544223/
https://www.ncbi.nlm.nih.gov/pubmed/32976587
http://dx.doi.org/10.1093/nar/gkaa774
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