Motif-based analysis of large nucleotide data sets using MEME-ChIP
This protocol enables users to perform de novo motif discovery, motif enrichment analysis, motif location analysis, and motif clustering, providing a comprehensive picture of the DNA or RNA motifs that are enriched in the input sequences. MEME-ChIP is a web-based tool for analyzing motifs in large D...
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Veröffentlicht in: | Nature protocols 2014-06, Vol.9 (6), p.1428-1450 |
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Sprache: | eng |
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Zusammenfassung: | This protocol enables users to perform
de novo
motif discovery, motif enrichment analysis, motif location analysis, and motif clustering, providing a comprehensive picture of the DNA or RNA motifs that are enriched in the input sequences.
MEME-ChIP is a web-based tool for analyzing motifs in large DNA or RNA data sets. It can analyze peak regions identified by ChIP-seq, cross-linking sites identified by CLIP-seq and related assays, as well as sets of genomic regions selected using other criteria. MEME-ChIP performs
de novo
motif discovery, motif enrichment analysis, motif location analysis and motif clustering, providing a comprehensive picture of the DNA or RNA motifs that are enriched in the input sequences. MEME-ChIP performs two complementary types of
de novo
motif discovery: weight matrix–based discovery for high accuracy; and word-based discovery for high sensitivity. Motif enrichment analysis using DNA or RNA motifs from human, mouse, worm, fly and other model organisms provides even greater sensitivity. MEME-ChIP's interactive HTML output groups and aligns significant motifs to ease interpretation. This protocol takes less than 3 h, and it provides motif discovery approaches that are distinct and complementary to other online methods. |
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ISSN: | 1754-2189 1750-2799 |
DOI: | 10.1038/nprot.2014.083 |