Cargando…

Facilitating functional annotation of chicken microarray data

BACKGROUND: Modeling results from chicken microarray studies is challenging for researchers due to little functional annotation associated with these arrays. The Affymetrix GenChip chicken genome array, one of the biggest arrays that serve as a key research tool for the study of chicken functional g...

Descripción completa

Detalles Bibliográficos
Autores principales: Buza, Teresia J, Kumar, Ranjit, Gresham, Cathy R, Burgess, Shane C, McCarthy, Fiona M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3226191/
https://www.ncbi.nlm.nih.gov/pubmed/19811685
http://dx.doi.org/10.1186/1471-2105-10-S11-S2
_version_ 1782217579178229760
author Buza, Teresia J
Kumar, Ranjit
Gresham, Cathy R
Burgess, Shane C
McCarthy, Fiona M
author_facet Buza, Teresia J
Kumar, Ranjit
Gresham, Cathy R
Burgess, Shane C
McCarthy, Fiona M
author_sort Buza, Teresia J
collection PubMed
description BACKGROUND: Modeling results from chicken microarray studies is challenging for researchers due to little functional annotation associated with these arrays. The Affymetrix GenChip chicken genome array, one of the biggest arrays that serve as a key research tool for the study of chicken functional genomics, is among the few arrays that link gene products to Gene Ontology (GO). However the GO annotation data presented by Affymetrix is incomplete, for example, they do not show references linked to manually annotated functions. In addition, there is no tool that facilitates microarray researchers to directly retrieve functional annotations for their datasets from the annotated arrays. This costs researchers amount of time in searching multiple GO databases for functional information. RESULTS: We have improved the breadth of functional annotations of the gene products associated with probesets on the Affymetrix chicken genome array by 45% and the quality of annotation by 14%. We have also identified the most significant diseases and disorders, different types of genes, and known drug targets represented on Affymetrix chicken genome array. To facilitate functional annotation of other arrays and microarray experimental datasets we developed an Array GO Mapper (AGOM) tool to help researchers to quickly retrieve corresponding functional information for their dataset. CONCLUSION: Results from this study will directly facilitate annotation of other chicken arrays and microarray experimental datasets. Researchers will be able to quickly model their microarray dataset into more reliable biological functional information by using AGOM tool. The disease, disorders, gene types and drug targets revealed in the study will allow researchers to learn more about how genes function in complex biological systems and may lead to new drug discovery and development of therapies. The GO annotation data generated will be available for public use via AgBase website and will be updated on regular basis.
format Online
Article
Text
id pubmed-3226191
institution National Center for Biotechnology Information
language English
publishDate 2009
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-32261912011-11-30 Facilitating functional annotation of chicken microarray data Buza, Teresia J Kumar, Ranjit Gresham, Cathy R Burgess, Shane C McCarthy, Fiona M BMC Bioinformatics Proceedings BACKGROUND: Modeling results from chicken microarray studies is challenging for researchers due to little functional annotation associated with these arrays. The Affymetrix GenChip chicken genome array, one of the biggest arrays that serve as a key research tool for the study of chicken functional genomics, is among the few arrays that link gene products to Gene Ontology (GO). However the GO annotation data presented by Affymetrix is incomplete, for example, they do not show references linked to manually annotated functions. In addition, there is no tool that facilitates microarray researchers to directly retrieve functional annotations for their datasets from the annotated arrays. This costs researchers amount of time in searching multiple GO databases for functional information. RESULTS: We have improved the breadth of functional annotations of the gene products associated with probesets on the Affymetrix chicken genome array by 45% and the quality of annotation by 14%. We have also identified the most significant diseases and disorders, different types of genes, and known drug targets represented on Affymetrix chicken genome array. To facilitate functional annotation of other arrays and microarray experimental datasets we developed an Array GO Mapper (AGOM) tool to help researchers to quickly retrieve corresponding functional information for their dataset. CONCLUSION: Results from this study will directly facilitate annotation of other chicken arrays and microarray experimental datasets. Researchers will be able to quickly model their microarray dataset into more reliable biological functional information by using AGOM tool. The disease, disorders, gene types and drug targets revealed in the study will allow researchers to learn more about how genes function in complex biological systems and may lead to new drug discovery and development of therapies. The GO annotation data generated will be available for public use via AgBase website and will be updated on regular basis. BioMed Central 2009-10-08 /pmc/articles/PMC3226191/ /pubmed/19811685 http://dx.doi.org/10.1186/1471-2105-10-S11-S2 Text en Copyright ©2009 Buza et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Proceedings
Buza, Teresia J
Kumar, Ranjit
Gresham, Cathy R
Burgess, Shane C
McCarthy, Fiona M
Facilitating functional annotation of chicken microarray data
title Facilitating functional annotation of chicken microarray data
title_full Facilitating functional annotation of chicken microarray data
title_fullStr Facilitating functional annotation of chicken microarray data
title_full_unstemmed Facilitating functional annotation of chicken microarray data
title_short Facilitating functional annotation of chicken microarray data
title_sort facilitating functional annotation of chicken microarray data
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3226191/
https://www.ncbi.nlm.nih.gov/pubmed/19811685
http://dx.doi.org/10.1186/1471-2105-10-S11-S2
work_keys_str_mv AT buzateresiaj facilitatingfunctionalannotationofchickenmicroarraydata
AT kumarranjit facilitatingfunctionalannotationofchickenmicroarraydata
AT greshamcathyr facilitatingfunctionalannotationofchickenmicroarraydata
AT burgessshanec facilitatingfunctionalannotationofchickenmicroarraydata
AT mccarthyfionam facilitatingfunctionalannotationofchickenmicroarraydata