A current grand challenge in genomics involves accurately assaying, at all relevant scales, the 3D conformation of DNA in vivo and then linking conformational changes to dynamic processes such as the cell cycle, differentiation and disease. Here we propose to create the University of Washington Center for Nuclear Organization and Function, bringing together an interdisciplinary team of investigators whose diverse areas of expertise - technology development, computational modeling, and mouse and human biology - make them ideally suited to this challenge. Our overall hypothesis is that characterizing and understanding changes in genome architecture over time (the 4D nucleome) will lead to fundamental insights into human biology and disease. We will address this hypothesis by developing a combination of experimental and computational methods development, coupled with their systematic biological validation and application to development- and disease-relevant systems. On the experimental side, we will further optimize our recently developed DNase Hi- C assay, including combinatorial methods for single cells, ultimately aiming to concurrently assay nuclear architecture and gene expression within each of many single cells. On the computational side, we will extend our existing 3D modeling algorithms to account for diploidy, cell-to-cell variabilit, the hierarchical nature of genome architecture, and to explicitly model architectural changes over cell cycle and cell differentiation time scales. We will then employ several complementary computational methods to link our 4D nucleome models to existing, 1D genomics data sets. The outputs of these new experimental and computational technologies will be subjected to orthogonal validation in several well-understood model systems: human cell lines, in vivo tissues from interspecific F1 hybrid mice, mouse embryonic stem cells (ESCs) and skeletal myoblasts. We will also test specific predictions of the models in response to targeted (genome editing) or large-scale (chromosome silencing) perturbations. After initial validation and in parallel with further methods development, we will apply our new tools to the analysis of three biological systems: we will characterize the dynamics of nuclear architecture during the directed differentiation of nave human ESCs into cardiomyocytes and endothelial cells; we will test the hypothesis that cardiomyopathy-inducing mutations in the nuclear scaffolding protein, lamin A, are associated with derangements in cardiomyocyte nuclear architecture; and we will determine the changes in human cardiomyocyte nuclear architecture induced by trisomy 21. The proposed center will produce new experimental protocols for ascertaining 4D nucleome architecture, two new software toolkits for modeling the 4D nucleome and linking features of the nucleome to other types of genomic data, a variety of publicly available, large-scale 4D nucleome data sets in mouse and human systems, and fundamental insights into human biology and disease. In all of this work, we will work closely and openly with NOFIC and the 4DN Network to maximize the impact of our center and the overall program.
Increasing evidence suggests that the three-dimensional conformation of DNA within the nucleus is important for determining how the genome functions, particularly with respect to replication of DNA and regulation of genes encoded in DNA. This project will develop novel experimental and computational methods to characterize genome 3D architecture, validate the methods using mouse and human cells, and demonstrate the utility of the resulting data for improving our understanding of fundamental biology and human disease.
| Ma, Wenxiu; Bonora, Giancarlo; Berletch, Joel B et al. (2018) X-Chromosome Inactivation and Escape from X Inactivation in Mouse. Methods Mol Biol 1861:205-219 |
| Ma, Wenxiu; Ay, Ferhat; Lee, Choli et al. (2018) Using DNase Hi-C techniques to map global and local three-dimensional genome architecture at high resolution. Methods 142:59-73 |
| Wray-Dutra, Michelle N; Chawla, Raghav; Thomas, Kerri R et al. (2018) Activated CARD11 accelerates germinal center kinetics, promoting mTORC1 and terminal differentiation. J Exp Med 215:2445-2461 |
| Bonora, G; Deng, X; Fang, H et al. (2018) Orientation-dependent Dxz4 contacts shape the 3D structure of the inactive X chromosome. Nat Commun 9:1445 |
| Bonora, Giancarlo; Disteche, Christine M (2017) Structural aspects of the inactive X chromosome. Philos Trans R Soc Lond B Biol Sci 372: |
| Cao, Junyue; Packer, Jonathan S; Ramani, Vijay et al. (2017) Comprehensive single-cell transcriptional profiling of a multicellular organism. Science 357:661-667 |
| Qiu, Xiaojie; Hill, Andrew; Packer, Jonathan et al. (2017) Single-cell mRNA quantification and differential analysis with Census. Nat Methods 14:309-315 |
| Yard?mc?, Galip Gürkan; Noble, William Stafford (2017) Software tools for visualizing Hi-C data. Genome Biol 18:26 |
| Qiu, Xiaojie; Mao, Qi; Tang, Ying et al. (2017) Reversed graph embedding resolves complex single-cell trajectories. Nat Methods 14:979-982 |
| Kim, Seungsoo; Liachko, Ivan; Brickner, Donna G et al. (2017) The dynamic three-dimensional organization of the diploid yeast genome. Elife 6: |
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