TitleIdentifying and mapping cell-type-specific chromatin programming of gene expression.
Publication TypeJournal Article
Year of Publication2014
AuthorsMarstrand, TT, Storey, JD
JournalProc Natl Acad Sci U S A
Volume111
Issue6
PaginationE645-54
Date Published2014 Feb 11
KeywordsChromatin, Deoxyribonuclease I, Gene Expression Profiling, Humans, Polymorphism, Single Nucleotide, Regulatory Elements, Transcriptional
Abstract

A problem of substantial interest is to systematically map variation in chromatin structure to gene-expression regulation across conditions, environments, or differentiated cell types. We developed and applied a quantitative framework for determining the existence, strength, and type of relationship between high-resolution chromatin structure in terms of DNaseI hypersensitivity and genome-wide gene-expression levels in 20 diverse human cell types. We show that ∼25% of genes show cell-type-specific expression explained by alterations in chromatin structure. We find that distal regions of chromatin structure (e.g., ±200 kb) capture more genes with this relationship than local regions (e.g., ±2.5 kb), yet the local regions show a more pronounced effect. By exploiting variation across cell types, we were capable of pinpointing the most likely hypersensitive sites related to cell-type-specific expression, which we show have a range of contextual uses. This quantitative framework is likely applicable to other settings aimed at relating continuous genomic measurements to gene-expression variation.

Alternate JournalProc. Natl. Acad. Sci. U.S.A.