Functional Annotation of the Major Histocompatibility Complex Locus
Bounds, L. R.; Barrera, A.; ter Weele, M.; Liu, S.; Wu, E.; Li, S.; Venukuttan, R.; Rai, R.; Mu, W.; Iglesias, N.; Giusti-Rodriguez, P.; Reddy, T. E.; Li, Y.; Gordan, R.; Allen, A. S.; Love, M. I.; Sullivan, P. F.; Crawford, G. E.; Gersbach, C. A.
Show abstract
The human major histocompatibility complex (MHC) locus has the greatest density of disease-associations in the human genome, including links to over 100 polygenic disorders. Its complex haplotype structure, rich gene density, and high degree of linkage disequilibrium combine to make deciphering the gene regulatory logic of the MHC locus extremely challenging. Employing complementary high-throughput CRISPR interference (CRISPRi) and activation (CRISPRa) epigenetic screens coupled with single-cell transcriptome profiling across three distinct human cell types, we identified hundreds of new connections between cis-regulatory elements (CREs) and their target genes in this locus. These CRE-gene links are largely cell type-specific and act as enhancers. Additionally, some CREs have complex features, including harboring both active and repressive histone marks, lacking chromatin accessibility, targeting multiple genes, or acting as silencers. Computational methods fail to predict a majority of these CRE-gene connections. These findings emphasize the potential for functional perturbation experiments to dissect complex loci and reveal shared and cell type-specific regulatory mechanisms relevant to genomics of complex diseases. Collectively, this study provides a unique resource for understanding the complex regulatory landscape within the MHC locus and supports the need for creating new models that encompass CRE-gene interactions, cell type-specific gene expression, and disease genetics in the noncoding genome.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Comprehensive locus-specific L1 DNA methylation profiling reveals the epigenetic and transcriptional interplay between L1s and their integration sites. 96%
- Impact of disease-associated chromatin accessibility QTLs across immune cell types and contexts 96%
- Binding domain mutations provide insight into CTCF's relationship with chromatin and its contribution to gene regulation 96%
Similar papers in this journal
- Transcriptional kinetics and molecular functions of long non-coding RNAs 97%
- Dynamic network-guided CRISPRi screen reveals CTCF loop-constrained nonlinear enhancer-gene regulatory activity in cell state transitions 97%
- Linking candidate causal autoimmune variants to T cell networks using genetic and epigenetic screens in primary human T cells. 97%
Similar papers in this journal
- Enhancer regulatory networks globally connect non-coding breast cancer loci to cancer genes 97%
- scDALI: Modelling allelic heterogeneity of DNA accessibility in single-cells reveals context-specific genetic regulation 96%
- High-throughput phenotyping of single nucleotide variants by linking transcriptomes to genotypes in single cells 96%
"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.