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In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology

BACKGROUND: Genomic approaches in large animal models (canine, ovine etc) are challenging due to insufficient genomic information for these species and the lack of availability of corresponding microarray platforms. To address this problem, we speculated that conserved interspecies genetic sequences...

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Autores principales: Grigoryev, Dmitry N, Ma, Shwu-Fan, Simon, Brett A, Irizarry, Rafael A, Ye, Shui Q, Garcia, Joe GN
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1156887/
https://www.ncbi.nlm.nih.gov/pubmed/15871745
http://dx.doi.org/10.1186/1471-2164-6-62
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author Grigoryev, Dmitry N
Ma, Shwu-Fan
Simon, Brett A
Irizarry, Rafael A
Ye, Shui Q
Garcia, Joe GN
author_facet Grigoryev, Dmitry N
Ma, Shwu-Fan
Simon, Brett A
Irizarry, Rafael A
Ye, Shui Q
Garcia, Joe GN
author_sort Grigoryev, Dmitry N
collection PubMed
description BACKGROUND: Genomic approaches in large animal models (canine, ovine etc) are challenging due to insufficient genomic information for these species and the lack of availability of corresponding microarray platforms. To address this problem, we speculated that conserved interspecies genetic sequences can be experimentally detected by cross-species hybridization. The Affymetrix platform probe redundancy offers flexibility in selecting individual probes with high sequence similarities between related species for gene expression analysis. RESULTS: Gene expression profiles of 40 canine samples were generated using the human HG-U133A GeneChip (U133A). Due to interspecies genetic differences, only 14 ± 2% of canine transcripts were detected by U133A probe sets whereas profiling of 40 human samples detected 49 ± 6% of human transcripts. However, when these probe sets were deconstructed into individual probes and examined performance of each probe, we found that 47% of human probes were able to find their targets in canine tissues and generate a detectable hybridization signal. Therefore, we restricted gene expression analysis to these probes and observed the 60% increase in the number of identified canine transcripts. These results were validated by comparison of transcripts identified by our restricted analysis of cross-species hybridization with transcripts identified by hybridization of total lung canine mRNA to new Affymetrix Canine GeneChip(®). CONCLUSION: The experimental identification and restriction of gene expression analysis to probes with detectable hybridization signal drastically increases transcript detection of canine-human hybridization suggesting the possibility of broad utilization of cross-hybridizations of related species using GeneChip technology.
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spelling pubmed-11568872005-06-22 In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology Grigoryev, Dmitry N Ma, Shwu-Fan Simon, Brett A Irizarry, Rafael A Ye, Shui Q Garcia, Joe GN BMC Genomics Methodology Article BACKGROUND: Genomic approaches in large animal models (canine, ovine etc) are challenging due to insufficient genomic information for these species and the lack of availability of corresponding microarray platforms. To address this problem, we speculated that conserved interspecies genetic sequences can be experimentally detected by cross-species hybridization. The Affymetrix platform probe redundancy offers flexibility in selecting individual probes with high sequence similarities between related species for gene expression analysis. RESULTS: Gene expression profiles of 40 canine samples were generated using the human HG-U133A GeneChip (U133A). Due to interspecies genetic differences, only 14 ± 2% of canine transcripts were detected by U133A probe sets whereas profiling of 40 human samples detected 49 ± 6% of human transcripts. However, when these probe sets were deconstructed into individual probes and examined performance of each probe, we found that 47% of human probes were able to find their targets in canine tissues and generate a detectable hybridization signal. Therefore, we restricted gene expression analysis to these probes and observed the 60% increase in the number of identified canine transcripts. These results were validated by comparison of transcripts identified by our restricted analysis of cross-species hybridization with transcripts identified by hybridization of total lung canine mRNA to new Affymetrix Canine GeneChip(®). CONCLUSION: The experimental identification and restriction of gene expression analysis to probes with detectable hybridization signal drastically increases transcript detection of canine-human hybridization suggesting the possibility of broad utilization of cross-hybridizations of related species using GeneChip technology. BioMed Central 2005-05-04 /pmc/articles/PMC1156887/ /pubmed/15871745 http://dx.doi.org/10.1186/1471-2164-6-62 Text en Copyright © 2005 Grigoryev 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 Methodology Article
Grigoryev, Dmitry N
Ma, Shwu-Fan
Simon, Brett A
Irizarry, Rafael A
Ye, Shui Q
Garcia, Joe GN
In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology
title In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology
title_full In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology
title_fullStr In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology
title_full_unstemmed In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology
title_short In vitro identification and in silico utilization of interspecies sequence similarities using GeneChip(® )technology
title_sort in vitro identification and in silico utilization of interspecies sequence similarities using genechip(® )technology
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1156887/
https://www.ncbi.nlm.nih.gov/pubmed/15871745
http://dx.doi.org/10.1186/1471-2164-6-62
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