Mapping genetic risk mechanisms for immune-mediated diseases across human dendritic cell differentiation
Cohn, O.; Weng, C.; Ye, T.; Neehus, A.-L.; Guo, C.-J.; Barakat Norford, L.; Kao, E.; Sankaran, V. G.
Show abstract
Defining the cell types and mechanisms through which genetic variation operates is essential to understand the biological basis of disease. Although human dendritic cells (DCs) are crucial in regulating immunity, their rarity and limitations in available genomic data have hampered efforts to link inherited disease risk to specific DC subsets. Here, we present a single-cell multi-omic atlas of human DC differentiation from hematopoietic stem and progenitor cells (HSPCs) that includes chromatin accessibility and transcriptomic profiles to infer regulatory networks across DC subsets. By integrating this regulatory architecture with fine-mapped variants from hundreds of complex-trait genome-wide association studies, we systematically map inflammatory, autoimmune, and oncologic disease risk to DC subset-specific variant-to-gene mechanisms. For example, we identify a risk-associated variant that enhances the activity of a PLD4 regulatory element in plasmacytoid DCs, thereby increasing the risk of developing systemic lupus erythematosus and other immune disorders. Collectively, these findings enable a deeper understanding of how complex immune diseases can emerge due to the impact of genetic variation acting in specific DC subsets.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Single cell transcriptome atlas of immune cells in human small intestine and in celiac disease 98%
- Disease-Linked Regulatory DNA Variants and Homeostatic Transcription Factors in Epidermis 97%
- Mechanisms of Epigenomic and Functional Convergence Between Glucocorticoid and IL4-Driven Macrophage Programming 97%
Similar papers in this journal
- Comprehensive transcription factor perturbations recapitulate fibroblast transcriptional states 97%
- Tissue-specific enhancer-gene maps from multimodal single-cell data identify causal disease alleles 96%
- Cell type-specific consequences of mosaic structural variants in hematopoietic stem and progenitor cells 96%
Similar papers in this journal
- Isthmus progenitor cells contribute to homeostatic cellular turnover and support regeneration following intestinal injury 96%
- Spatially Exploring RNA Biology in Archival Formalin-Fixed Paraffin-Embedded Tissues 96%
- A mouse model with high clonal barcode diversity for joint lineage, transcriptomic, and epigenomic profiling in single cells 96%
Similar papers in this journal
- Impact of disease-associated chromatin accessibility QTLs across immune cell types and contexts 97%
- Colocalization of blood cell traits GWAS associations and variation in PU.1 genomic occupancy prioritizes causal noncoding regulatory variants 96%
- Polygenic regression uncovers trait-relevant cellular contexts through pathway activation transformation of single-cell RNA sequencing data 96%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.