2010
DOI: 10.1186/1471-2105-11-121
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Mayday - integrative analytics for expression data

Abstract: BackgroundDNA Microarrays have become the standard method for large scale analyses of gene expression and epigenomics. The increasing complexity and inherent noisiness of the generated data makes visual data exploration ever more important. Fast deployment of new methods as well as a combination of predefined, easy to apply methods with programmer's access to the data are important requirements for any analysis framework. Mayday is an open source platform with emphasis on visual data exploration and analysis. … Show more

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Cited by 104 publications
(100 citation statements)
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References 30 publications
(32 reference statements)
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“…3B), suggesting that MR-mediated T-cell impairment shares mechanisms operative in T-cell tolerance. Next, we applied a combined approach to identify and prioritize candidate effector molecules responsible for MR-mediated T-cell impairment as defined by differential expression at least at one time point (first criterion), being part of the tolerance gene set (second criterion), and being part of a set of genes (n = 45) that were previously associated with T-cell anergy or tolerance (third criterion) (11)(12)(13)(14)(15)(16)(17)(18)(19)(20). For genes within the intersection of these three gene groups, a sum rank was determined based on most significant differential expression (Fig.…”
Section: Resultsmentioning
confidence: 99%
“…3B), suggesting that MR-mediated T-cell impairment shares mechanisms operative in T-cell tolerance. Next, we applied a combined approach to identify and prioritize candidate effector molecules responsible for MR-mediated T-cell impairment as defined by differential expression at least at one time point (first criterion), being part of the tolerance gene set (second criterion), and being part of a set of genes (n = 45) that were previously associated with T-cell anergy or tolerance (third criterion) (11)(12)(13)(14)(15)(16)(17)(18)(19)(20). For genes within the intersection of these three gene groups, a sum rank was determined based on most significant differential expression (Fig.…”
Section: Resultsmentioning
confidence: 99%
“…RNA was isolated as described above, labeled using the Illumina TotalPrep RNA amplification kit (Ambion, Austin, TX) and hybridized to Ref12v3 Arrays. Data were quantile normalized and analyzed using Genome studio and Mayday software [21].…”
Section: Microarray Analysismentioning
confidence: 99%
“…To correct for systematic bias at high-end fluorescence intensity measurements, the highest 2% of processed signals in the green channel were further normalized according to an intensity-dependent, nonlinear strategy, to optimize fitting to their respective counterparts in the red channel. Heat maps were created using the program Mayday (23).…”
Section: Microarray Experimentsmentioning
confidence: 99%