Lewis-Sigler Institute for Integrative Genomics, and Department of Molecular Biology, Princeton University, Princeton, NJ 08544.
Proc Natl Acad Sci U S A. 2014 Feb 11;111(6):E645-54. doi: 10.1073/pnas.1312523111. Epub 2014 Jan 27.
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.
一个具有重要意义的问题是系统地将染色质结构的变化与不同条件、环境或分化细胞类型下的基因表达调控联系起来。我们开发并应用了一种定量框架,用于确定在 20 种不同的人类细胞类型中,以 DNA 酶 I 超敏性和全基因组基因表达水平来表示的高分辨率染色质结构的存在、强度和类型与关系。我们表明,约 25%的基因表现出细胞类型特异性表达,这可以用染色质结构的改变来解释。我们发现,染色质结构的远端区域(例如,±200kb)比局部区域(例如,±2.5kb)捕获更多具有这种关系的基因,但局部区域的影响更为明显。通过利用细胞类型之间的差异,我们能够精确定位与细胞类型特异性表达相关的最可能的超敏位点,我们表明这些位点具有多种上下文用途。这种定量框架可能适用于其他旨在将连续的基因组测量与基因表达变异联系起来的研究。