Cargando…

From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?

With the advent of high-throughput whole-genome sequencing, it is now possible to sequence a bacterial genome in a matter of hours. However, although the presence or absence of a particular gene can be determined, we do not yet have the tools to extract information about the true virulence potential...

Descripción completa

Detalles Bibliográficos
Autores principales: Priest, Nicholas K., Rudkin, Justine K., Feil, Edward J., van den Elsen, Jean M. H., Cheung, Ambrose, Peacock, Sharon J., Laabei, Maisem, Lucks, David A., Recker, Mario, Massey, Ruth C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7097209/
https://www.ncbi.nlm.nih.gov/pubmed/23070558
http://dx.doi.org/10.1038/nrmicro2880
_version_ 1783510968577294336
author Priest, Nicholas K.
Rudkin, Justine K.
Feil, Edward J.
van den Elsen, Jean M. H.
Cheung, Ambrose
Peacock, Sharon J.
Laabei, Maisem
Lucks, David A.
Recker, Mario
Massey, Ruth C.
author_facet Priest, Nicholas K.
Rudkin, Justine K.
Feil, Edward J.
van den Elsen, Jean M. H.
Cheung, Ambrose
Peacock, Sharon J.
Laabei, Maisem
Lucks, David A.
Recker, Mario
Massey, Ruth C.
author_sort Priest, Nicholas K.
collection PubMed
description With the advent of high-throughput whole-genome sequencing, it is now possible to sequence a bacterial genome in a matter of hours. However, although the presence or absence of a particular gene can be determined, we do not yet have the tools to extract information about the true virulence potential of an organism from sequence data alone. Here, we focus on the important human pathogen Staphylococcus aureus and present a framework for the construction of a broad systems biology-based tool that could be used to predict virulence phenotypes from S. aureus genomic sequences using existing technology.
format Online
Article
Text
id pubmed-7097209
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-70972092020-03-26 From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence? Priest, Nicholas K. Rudkin, Justine K. Feil, Edward J. van den Elsen, Jean M. H. Cheung, Ambrose Peacock, Sharon J. Laabei, Maisem Lucks, David A. Recker, Mario Massey, Ruth C. Nat Rev Microbiol Article With the advent of high-throughput whole-genome sequencing, it is now possible to sequence a bacterial genome in a matter of hours. However, although the presence or absence of a particular gene can be determined, we do not yet have the tools to extract information about the true virulence potential of an organism from sequence data alone. Here, we focus on the important human pathogen Staphylococcus aureus and present a framework for the construction of a broad systems biology-based tool that could be used to predict virulence phenotypes from S. aureus genomic sequences using existing technology. Nature Publishing Group UK 2012-10-16 2012 /pmc/articles/PMC7097209/ /pubmed/23070558 http://dx.doi.org/10.1038/nrmicro2880 Text en © Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. 2012 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Priest, Nicholas K.
Rudkin, Justine K.
Feil, Edward J.
van den Elsen, Jean M. H.
Cheung, Ambrose
Peacock, Sharon J.
Laabei, Maisem
Lucks, David A.
Recker, Mario
Massey, Ruth C.
From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?
title From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?
title_full From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?
title_fullStr From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?
title_full_unstemmed From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?
title_short From genotype to phenotype: can systems biology be used to predict Staphylococcus aureus virulence?
title_sort from genotype to phenotype: can systems biology be used to predict staphylococcus aureus virulence?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7097209/
https://www.ncbi.nlm.nih.gov/pubmed/23070558
http://dx.doi.org/10.1038/nrmicro2880
work_keys_str_mv AT priestnicholask fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT rudkinjustinek fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT feiledwardj fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT vandenelsenjeanmh fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT cheungambrose fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT peacocksharonj fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT laabeimaisem fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT lucksdavida fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT reckermario fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence
AT masseyruthc fromgenotypetophenotypecansystemsbiologybeusedtopredictstaphylococcusaureusvirulence