ExpressionData - A public resource of high quality curated datasets representing gene expression across anatomy, development and experimental conditions.

Philip Zimmermann, Stefan Bleuler, Oliver Laule, Florian Martin, Nikolai V Ivanov, Prisca Campanoni, Karen Oishi, Nicolas Lugon-Moulin, Markus Wyss, Tomas Hruz, Wilhelm Gruissem
Author Information
  1. Philip Zimmermann: NEBION AG, Hohlstrasse 515, 8048 Zurich, Switzerland.
  2. Stefan Bleuler: NEBION AG, Hohlstrasse 515, 8048 Zurich, Switzerland.
  3. Oliver Laule: NEBION AG, Hohlstrasse 515, 8048 Zurich, Switzerland.
  4. Florian Martin: Philip Morris International R&D, Quai Jeanrenaud 5, 2003 Neuchatel, Switzerland.
  5. Nikolai V Ivanov: Philip Morris International R&D, Quai Jeanrenaud 5, 2003 Neuchatel, Switzerland.
  6. Prisca Campanoni: Philip Morris International R&D, Quai Jeanrenaud 5, 2003 Neuchatel, Switzerland.
  7. Karen Oishi: Philip Morris International R&D, Quai Jeanrenaud 5, 2003 Neuchatel, Switzerland.
  8. Nicolas Lugon-Moulin: Philip Morris International R&D, Quai Jeanrenaud 5, 2003 Neuchatel, Switzerland.
  9. Markus Wyss: NEBION AG, Hohlstrasse 515, 8048 Zurich, Switzerland.
  10. Tomas Hruz: Institute of Theoretical Computer Science, ETH Zurich, 8092 Zurich, Switzerland.
  11. Wilhelm Gruissem: Department of Biology, ETH Zurich, 8092 Zurich, Switzerland.

Abstract

Reference datasets are often used to compare, interpret or validate experimental data and analytical methods. In the field of gene expression, several reference datasets have been published. Typically, they consist of individual baseline or spike-in experiments carried out in a single laboratory and representing a particular set of conditions. Here, we describe a new type of standardized datasets representative for the spatial and temporal dimensions of gene expression. They result from integrating expression data from a large number of globally normalized and quality controlled public experiments. Expression data is aggregated by anatomical part or stage of development to yield a representative transcriptome for each category. For example, we created a genome-wide expression dataset representing the FDA tissue panel across 35 tissue types. The proposed datasets were created for human and several model organisms and are publicly available at http://www.expressiondata.org.

References

  1. J Plant Physiol. 2012 May 1;169(7):744-8 [PMID: 22341570]
  2. Plant J. 2009 Oct;60(2):340-9 [PMID: 19563440]
  3. Genome Biol. 2010;11(12):R124 [PMID: 21182765]
  4. Nat Genet. 2005 May;37(5):501-6 [PMID: 15806101]
  5. BMC Bioinformatics. 2010 May 27;11:285 [PMID: 20507584]
  6. Plant J. 2008 Aug;55(3):526-42 [PMID: 18419781]
  7. Nucleic Acids Res. 2011 Jan;39(Database issue):D1005-10 [PMID: 21097893]
  8. BMC Genomics. 2013 Oct 20;14:716 [PMID: 24138449]
  9. Proc Natl Acad Sci U S A. 2002 Apr 2;99(7):4465-70 [PMID: 11904358]
  10. Nucleic Acids Res. 2011 Jan;39(Database issue):D1002-4 [PMID: 21071405]
  11. Plant Cell Environ. 2011 Aug;34(8):1345-59 [PMID: 21486303]
  12. BMC Med Genomics. 2012 Aug 21;5:35 [PMID: 22909195]
  13. Theor Appl Genet. 2010 Jun;121(1):21-35 [PMID: 20213518]
  14. Plant Cell. 2000 Mar;12(3):393-404 [PMID: 10715325]
  15. Bioinformatics. 2011 May 1;27(9):1284-9 [PMID: 21414985]
  16. Plant J. 2007 Apr;50(2):347-63 [PMID: 17376166]
  17. BMC Genomics. 2008 Jun 12;9:285 [PMID: 18549499]
  18. BMC Genomics. 2012 Nov 28;13:674 [PMID: 23190529]
  19. Nat Methods. 2008 Jul;5(7):621-8 [PMID: 18516045]
  20. Plant Mol Biol. 2010 Jun;73(3):241-9 [PMID: 20135196]
  21. PLoS Genet. 2010 Mar 12;6(3):e1000873 [PMID: 20300640]
  22. Genome Biol. 2005;6(2):R16 [PMID: 15693945]
  23. Nat Genet. 2013 Oct;45(10):1113-20 [PMID: 24071849]
  24. Adv Bioinformatics. 2008;2008:420747 [PMID: 19956698]
  25. PLoS One. 2012;7(10):e47275 [PMID: 23077584]
  26. Crit Rev Biotechnol. 2011 Jun;31(2):186-92 [PMID: 20919819]
  27. J Exp Bot. 2008;59(15):4095-107 [PMID: 18832187]

Links to CNCB-NGDC Resources

Database Commons: DBC004999 (ExpressionData)

Word Cloud

Created with Highcharts 10.0.0datasetsexpressiondatagenerepresentingexperimentalseveralexperimentsconditionsrepresentativequalitypublicdevelopmentcreatedtissueacrossReferenceoftenusedcompareinterpretvalidateanalyticalmethodsfieldreferencepublishedTypicallyconsistindividualbaselinespike-incarriedsinglelaboratoryparticularsetdescribenewtypestandardizedspatialtemporaldimensionsresultintegratinglargenumbergloballynormalizedcontrolledExpressionaggregatedanatomicalpartstageyieldtranscriptomecategoryexamplegenome-widedatasetFDApanel35typesproposedhumanmodelorganismspubliclyavailablehttp://wwwexpressiondataorgExpressionData-resourcehighcuratedanatomy

Similar Articles

Cited By