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dc.contributor.authorZhou, Lecongen_US
dc.contributor.authorMideros, Santiago X.en_US
dc.contributor.authorBao, Leien_US
dc.contributor.authorHanlon, Reginaen_US
dc.contributor.authorArredondo, Felipe D.en_US
dc.contributor.authorTripathy, Suchetaen_US
dc.contributor.authorKrampis, Konstantinosen_US
dc.contributor.authorJerauld, Adamen_US
dc.contributor.authorEvans, Cliveen_US
dc.contributor.authorSt Martin, Steven K.en_US
dc.contributor.authorMaroof, M. A. Saghaien_US
dc.contributor.authorHoeschele, Inaen_US
dc.contributor.authorDorrance, Anne E.en_US
dc.contributor.authorTyler, Brett M.en_US
dc.date.accessioned2012-08-24T11:50:54Z
dc.date.available2012-08-24T11:50:54Z
dc.date.issued2009-01-26
dc.identifier.citationBMC Genomics. 2009 Jan 26;10(1):49en_US
dc.identifier.urihttp://hdl.handle.net/10919/18878
dc.description.abstractBackground High throughput methods, such as high density oligonucleotide microarray measurements of mRNA levels, are popular and critical to genome scale analysis and systems biology. However understanding the results of these analyses and in particular understanding the very wide range of levels of transcriptional changes observed is still a significant challenge. Many researchers still use an arbitrary cut off such as two-fold in order to identify changes that may be biologically significant. We have used a very large-scale microarray experiment involving 72 biological replicates to analyze the response of soybean plants to infection by the pathogen Phytophthora sojae and to analyze transcriptional modulation as a result of genotypic variation. Results With the unprecedented level of statistical sensitivity provided by the high degree of replication, we show unambiguously that almost the entire plant genome (97 to 99% of all detectable genes) undergoes transcriptional modulation in response to infection and genetic variation. The majority of the transcriptional differences are less than two-fold in magnitude. We show that low amplitude modulation of gene expression (less than two-fold changes) is highly statistically significant and consistent across biological replicates, even for modulations of less than 20%. Our results are consistent through two different normalization methods and two different statistical analysis procedures. Conclusion Our findings demonstrate that the entire plant genome undergoes transcriptional modulation in response to infection and genetic variation. The pervasive low-magnitude remodeling of the transcriptome may be an integral component of physiological adaptation in soybean, and in all eukaryotes.en_US
dc.format.mimetypeapplication/pdf
dc.language.isoen_US
dc.rightsCreative Commons Attribution 4.0 International*
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/*
dc.titleInfection and genotype remodel the entire soybean transcriptomeen_US
dc.typeArticle - Refereed
dc.date.updated2012-08-24T11:50:54Z
dc.description.versionPeer Reviewed
dc.rights.holderLecong Zhou et al.; licensee BioMed Central Ltd.en_US
dc.title.serialBMC Genomics
dc.identifier.doihttps://doi.org/10.1186/1471-2164-10-49
dc.type.dcmitypeText


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Creative Commons Attribution 4.0 International
License: Creative Commons Attribution 4.0 International