Project description:To investigate the gene regulatory mechanisms driving T cell development, we generated single-cell transcriptomics and chromatin accessibility data from a human fetal thymus sample at 10 weeks of gestation.
Project description:To investigate the gene regulatory mechanisms driving T cell development, we generated single-cell transcriptomics and chromatin accessibility data from a human fetal thymus sample at 10 weeks of gestation.
Project description:Plasmodium-specific CD4+ T cells from mice infected with Plasmodium chabaudi chabaudi AS parasites were recovered at Days 0, 4, 7, and 32 to undergo processing and to generate scATAC-seq dataset. At Day 7, CXCR5+ and CXCR6+ cells were recovered separately. At Day 32, mice were administered with either saline or artesunate (intermittent artesunate therapy - IAT). scATAC-seq dataset was analysed to investigate epigenomic landscapes of CD4+ T cells from effector to memory states.
Project description:To study developmental trajectories in brain organoids, we conducted scRNA-seq and scATAC-seq in parallel on a dense timecourse of early development.
Project description:Cell-to-cell variation is a universal feature of life that impacts a wide range of biological phenomena, from developmental plasticity to tumor heterogeneity. While recent advances have improved our ability to document cellular phenotypic variation the fundamental mechanisms that generate variability from identical DNA sequences remain elusive. Here we reveal the landscape and principles of cellular DNA regulatory variation by developing a robust method for mapping the accessible genome of individual cells via assay of transposase accessible chromatin sequencing (ATAC-seq). Single-cell ATAC-seq (scATAC-seq) maps from hundreds of single-cells in aggregate closely resemble accessibility profiles from tens of millions of cells and provides insights into cell-to-cell variation. Accessibility variance is systematically associated with specific trans-factors and cis-elements, and we discover combinations of trans-factors associated with either induction or suppression of cell-to-cell variability. We further identify sets of trans-factors associated with cell-type specific accessibility variance across 6 cell types. Targeted perturbations of cell cycle or transcription factor signaling evoke stimulus-specific changes in this observed variability. The pattern of accessibility variation in cis across the genome recapitulates chromosome topological domains de novo, linking single-cell accessibility variation to three-dimensional genome organization. All together, single-cell analysis of DNA accessibility provides new insight into cellular variation of the “regulome.” Profiles of single cell epigenomes, assayed using scATAC-seq, across 8 cell types and 4 targeted cell manipulations. The complete data set contains a total of 1,632 assayed wells.
Project description:Thymic epithelial cells (TEC) control T cell development and play essential roles in establishing self-tolerance. Transcription factors controlling TEC development are poorly characterized. We report that Klf6 plays a critical role in TEC development. Mice deficient for Klf6 in TEC had a hypoplastic thymus - evident from fetal stages into adulthood. Proliferation of TEC was not reduced, but a dramatic increase in the frequency of apoptotic TEC in fetal and adult thymus was observed. Among cortical TEC (cTEC), we found expansion of a previously unreported cTEC population expressing the transcription factor Sox10. Medullary TEC (mTEC) subsets were not equally impacted with Ccl21a+ mTEC I and Tuft-like mTEC IV being disproportionately affected. Consistent with these TEC defects, naïve conventional T cells and NKT cells were reduced in the spleen, and signs of autoimmunity were evident. Thus, Klf6 has a pro- survival role in TEC and is also required for differentiation of the mTEC I and mTEC IV populations of TEC in adult mice. In this work, we report that mice with Foxn1-Cre mediated ablation of Klf6 in TEC demonstrate thymic hypoplasia beginning from prenatal life and extending through adulthood. Guided by single-cell transcriptional profiling, we determined that loss of Klf6 increased programmed cell death of TEC in prenatal and adult mice. In adult mice, thymic Klf6 deficiency severely impacted the mTEC I and mTEC IV populations. In addition, Klf6 deficiency led to the expansion of a previously uncharacterized cTEC population expressing Sox10 that is present in wild-type mice at very low frequencies. We observed concordant reductions of the naïve αβ T cell and iNKT pools in the periphery of young adult mice. Furthermore, we detected T cell infiltration in salivary and lacrimal glands, indicating defects in T cell tolerance.