Identifying and mapping cell-type-specific chromatin programming of gene expression.
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.
Lewis-Sigler Institute for Integrative Genomics, and Department of Molecular Biology, Princeton University, Princeton, NJ 08544.
Troels T
TT
Marstrand
John D
JD
Storey
D002843:Chromatin / Q000737:chemistry / Q000502:physiology*; D003850:Deoxyribonuclease I / Q000378:metabolism; D020869:Gene Expression Profiling; D006801:Humans; D020641:Polymorphism, Single Nucleotide; D050436:Regulatory Elements, Transcriptional
D002843:Chromatin; D003850:Deoxyribonuclease I
association; computational biology; encode; epigenetics; gene regulation