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Differentiaalinen epigenomilaajuinen assosiaatiotutkimus×ChIP-seq-piikkien tunnistus×
TieteenalaBioinformatiikkaBioinformatiikka
MenetelmäperheProcess / pipelineProcess / pipeline
Syntyvuosi2009–20112007–2008
KehittäjäRakyan, Down, Balding & Beck (2011); Irizarry group for differential methylation methods (~2009–2014)Johnson et al. (ChIP-seq concept, 2007); Zhang et al. (MACS algorithm, 2008)
TyyppiComparative epigenome-wide analysisComputational genomics pipeline
AlkuperäislähdeRakyan, V. K., Down, T. A., Balding, D. J., & Beck, S. (2011). Epigenome-wide association studies for common human diseases. Nature Reviews Genetics, 12(8), 529–541. link ↗Zhang, Y., Liu, T., Meyer, C. A., Eeckhoute, J., Johnson, D. S., Bernstein, B. E., Nusbaum, C., Myers, R. M., Brown, M., Li, W., & Liu, X. S. (2008). Model-based analysis of ChIP-seq (MACS). Genome Biology, 9(9), R137. DOI ↗
RinnakkaisnimetDifferential EWAS, comparative EWAS, epigenome-wide differential methylation analysis, EWAS differential designChIP-seq analysis, peak detection, MACS peak calling, ChIP peak identification
Liittyvät66
TiivistelmäA Differential Epigenome-Wide Association Study (Differential EWAS) scans hundreds of thousands of CpG methylation sites across the genome to identify those whose methylation levels differ significantly between two or more comparison groups — such as cases vs. controls, exposed vs. unexposed, or distinct developmental stages. It is the standard epigenomic analogue of a differential expression analysis but operates at the level of DNA methylation marks rather than RNA counts.ChIP-seq peak calling is a computational pipeline that identifies genomic regions where a protein of interest — a transcription factor or histone modification — is enriched, based on sequencing reads from chromatin immunoprecipitation experiments. It converts raw sequencing data into a set of high-confidence binding or modification sites across the genome, enabling downstream analysis of gene regulation, chromatin state, and epigenetic mechanisms.
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ScholarGateVertaile menetelmiä: Differential Epigenome-Wide Association Study · ChIP-seq Peak Calling. Haettu 2026-06-18 osoitteesta https://scholargate.app/fi/compare