دورية أكاديمية

Predicting three-dimensional genome organization with chromatin states.

التفاصيل البيبلوغرافية
العنوان: Predicting three-dimensional genome organization with chromatin states.
المؤلفون: Qi, Yifeng1, Zhang, Bin1 binz@mit.edu
المصدر: PLoS Computational Biology. 6/10/2019, Vol. 15 Issue 6, p1-21. 21p. 1 Diagram, 6 Graphs.
مصطلحات موضوعية: *GENOMES, *CHROMATIN, *HIGH resolution imaging, *POLYMERS, *ENERGY function, *CHROMOSOMES
مستخلص: We introduce a computational model to simulate chromatin structure and dynamics. Starting from one-dimensional genomics and epigenomics data that are available for hundreds of cell types, this model enables de novo prediction of chromatin structures at five-kilo-base resolution. Simulated chromatin structures recapitulate known features of genome organization, including the formation of chromatin loops, topologically associating domains (TADs) and compartments, and are in quantitative agreement with chromosome conformation capture experiments and super-resolution microscopy measurements. Detailed characterization of the predicted structural ensemble reveals the dynamical flexibility of chromatin loops and the presence of cross-talk among neighboring TADs. Analysis of the model’s energy function uncovers distinct mechanisms for chromatin folding at various length scales and suggests a need to go beyond simple A/B compartment types to predict specific contacts between regulatory elements using polymer simulations. [ABSTRACT FROM AUTHOR]
قاعدة البيانات: Academic Search Index
الوصف
تدمد:1553734X
DOI:10.1371/journal.pcbi.1007024