Person: Zhu, Jiang
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Publication Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants
(2014) Farh, Kyle Kai-How; Marson, Alexander; Zhu, Jiang; Kleinewietfeld, Markus; Housley, William J.; Beik, Samantha; Shoresh, Noam; Whitton, Holly; Ryan, Russell J.H.; Shishkin, Alexander A.; Hatan, Meital; Carrasco-Alfonso, Marlene J.; Mayer, Dita; Luckey, C. John; Patsopoulos, Nikolaos; De Jager, Philip; Kuchroo, Vijay; Epstein, Charles B; Daly, Mark; Hafler, David; Bernstein, BradleySummary Genome-wide association studies have identified loci underlying human diseases, but the causal nucleotide changes and mechanisms remain largely unknown. Here we developed a fine-mapping algorithm to identify candidate causal variants for 21 autoimmune diseases from genotyping data. We integrated these predictions with transcription and cis-regulatory element annotations, derived by mapping RNA and chromatin in primary immune cells, including resting and stimulated CD4+ T-cell subsets, regulatory T-cells, CD8+ T-cells, B-cells, and monocytes. We find that ~90% of causal variants are noncoding, with ~60% mapping to immune-cell enhancers, many of which gain histone acetylation and transcribe enhancer-associated RNA upon immune stimulation. Causal variants tend to occur near binding sites for master regulators of immune differentiation and stimulus-dependent gene activation, but only 10–20% directly alter recognizable transcription factor binding motifs. Rather, most noncoding risk variants, including those that alter gene expression, affect non-canonical sequence determinants not well-explained by current gene regulatory models.
Publication Genome-wide Chromatin State Transitions Associated with Developmental and Environmental Cues
(Elsevier BV, 2013) Zhu, Jiang; Adli, Mazhar; Zou, James Y.; Verstappen, Griet; Coyne, Michael; Zhang, Xiaolan; Durham, Timothy; Miri, Mohammad; Deshpande, Vikram; De Jager, Philip L.; Bennett, David A.; Houmard, Joseph A.; Muoio, Deborah M.; Onder, Tamer T.; Camahort, Raymond; Cowan, Chad; Meissner, Alexander; Epstein, Charles B.; Shoresh, Noam; Bernstein, BradleyDifferences in chromatin organization are key to the multiplicity of cell states that arise from a single genetic background, yet the landscapes of in vivo tissues remain largely uncharted. Here, we mapped chromatin genome-wide in a large and diverse collection of human tissues and stem cells. The maps yield unprecedented annotations of functional genomic elements and their regulation across developmental stages, lineages, and cellular environments. They also reveal global features of the epigenome, related to nuclear architecture, that also vary across cellular phenotypes. Specifically, developmental specification is accompanied by progressive chromatin restriction as the default state transitions from dynamic remodeling to generalized compaction. Exposure to serum in vitro triggers a distinct transition that involves de novo establishment of domains with features of constitutive heterochromatin. We describe how these global chromatin state transitions relate to chromosome and nuclear architecture, and discuss their implications for lineage fidelity, cellular senescence, and reprogramming.