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Discovery of functional noncoding elements by digital analysis of chromatin structure.


ABSTRACT: We developed a quantitative methodology, digital analysis of chromatin structure (DACS), for high-throughput, automated mapping of DNase I-hypersensitive sites and associated cis-regulatory sequences in the human and other complex genomes. We used 19/20-bp genomic DNA tags to localize individual DNase I cutting events in nuclear chromatin and produced approximately 257,000 tags from erythroid cells. Tags were mapped to the human genome, and a quantitative algorithm was applied to discriminate statistically significant clusters of independent DNase I cutting events. We show that such clusters identify both known regulatory sequences and previously unrecognized functional elements across the genome. We used in silico simulation to demonstrate that DACS is capable of efficient and accurate localization of the majority of DNase I-hypersensitive sites in the human genome without requiring an independent validation step. A unique feature of DACS is that it permits unbiased evaluation of the chromatin state of regulatory sequences from widely separated genomic loci. We found surprisingly large differences in the accessibility of distant regulatory sequences, suggesting the existence of a hierarchy of nuclear organization that escapes detection by conventional chromatin assays.

SUBMITTER: Sabo PJ 

PROVIDER: S-EPMC534745 | biostudies-literature | 2004 Nov

REPOSITORIES: biostudies-literature

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Discovery of functional noncoding elements by digital analysis of chromatin structure.

Sabo Peter J PJ   Hawrylycz Michael M   Wallace James C JC   Humbert Richard R   Yu Man M   Shafer Anthony A   Kawamoto Janelle J   Hall Robert R   Mack Joshua J   Dorschner Michael O MO   McArthur Michael M   Stamatoyannopoulos John A JA  

Proceedings of the National Academy of Sciences of the United States of America 20041118 48


We developed a quantitative methodology, digital analysis of chromatin structure (DACS), for high-throughput, automated mapping of DNase I-hypersensitive sites and associated cis-regulatory sequences in the human and other complex genomes. We used 19/20-bp genomic DNA tags to localize individual DNase I cutting events in nuclear chromatin and produced approximately 257,000 tags from erythroid cells. Tags were mapped to the human genome, and a quantitative algorithm was applied to discriminate st  ...[more]

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