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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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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. |
format | Online Article Text |
id | pubmed-7544223 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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