학술논문

Interrogation of human hematopoiesis at single-cell and single-variant resolution
Document Type
article
Source
Nature Genetics. 51(4)
Subject
Human Genome
Genetics
Stem Cell Research - Nonembryonic - Non-Human
Stem Cell Research
Biotechnology
1.1 Normal biological development and functioning
Aetiology
Underpinning research
2.1 Biological and endogenous factors
Generic health relevance
Cell Lineage
Chromatin
Chromosome Mapping
Epigenomics
Genome-Wide Association Study
Hematopoiesis
Humans
Linkage Disequilibrium
Phenotype
Polymorphism
Single Nucleotide
Quantitative Trait Loci
Regulatory Sequences
Nucleic Acid
Biological Sciences
Medical and Health Sciences
Developmental Biology
Language
Abstract
Widespread linkage disequilibrium and incomplete annotation of cell-to-cell state variation represent substantial challenges to elucidating mechanisms of trait-associated genetic variation. Here we perform genetic fine-mapping for blood cell traits in the UK Biobank to identify putative causal variants. These variants are enriched in genes encoding proteins in trait-relevant biological pathways and in accessible chromatin of hematopoietic progenitors. For regulatory variants, we explore patterns of developmental enhancer activity, predict molecular mechanisms, and identify likely target genes. In several instances, we localize multiple independent variants to the same regulatory element or gene. We further observe that variants with pleiotropic effects preferentially act in common progenitor populations to direct the production of distinct lineages. Finally, we leverage fine-mapped variants in conjunction with continuous epigenomic annotations to identify trait-cell type enrichments within closely related populations and in single cells. Our study provides a comprehensive framework for single-variant and single-cell analyses of genetic associations.