HCA Data Explorer

Integrated single-cell transcriptomics and epigenomics reveals strong germinal center–associated etiology of autoimmune risk loci

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Updated January 25, 2023

The germinal centre (GC) response is critical for both effective adaptive immune responses and establishing peripheral tolerance by limiting auto-reactive B cells. To understand the gene regulatory principles underlying B cell maturation and the GC response we generated a single-cell transcriptomic and epigenomic atlas of the human tonsil, a widely studied, representative lymphoid tissue. We identify diverse immune cell subsets to help us map dynamic transcription factor activity during B cell activation, GC formation and plasma cell differentiation. We subsequently leverage cell type-specific transcriptomic and epigenomic maps to interpret the regulatory potential of fine-mapped autoimmune genetic variants. This reveals that many autoimmune disease-associated variants exhibit the greatest regulatory potential in GC-associated immune cell populations, providing a valuable cell-type resolved resource to understanding cellular and genetic causes underpinning autoimmune disease. Overall design: Tonsil samples were collected from children and adults undergoing routine tonsillectomy. Tonsillar immune cells were loaded on to the 10X Genomics Chromium according to the manufacturer’s protocol using either the single-cell 3' kit (vX) or the single-cell ATAC kit (v1). Library preparation for both assays was performed according to the manufacturer’s protocol prior to sequencing on either the Illumina NovaSeq 6000 or NextSeq 500 platforms.

Hamish W KingQueen Mary University of Londonh.king@qmul.ac.uk
Zohar ShiponyStanfordzshipony@stanford.edu
William J GreenleafStanfordwjg@stanford.edu
Hamish W King1
Kristen L Wells2
Zohar Shipony (Experimental Scientist)3
Arwa S Kathiria3
Lisa E Wagar3
Caleb Lareau3
Nara Orban4
Robson Capasso3
Mark M Davis3
Lars M Steinmetz3
Louisa K James1
William J Greenleaf (Principal Investigator)3
1Queen Mary University of London
2University of Colorado Anschutz Medical Campus
3Stanford
4The Royal London Hospital
Parisa Nejad
Rachel Schwartz

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/65d7a168-4d62-4bc0-8324-4e742aa62de6
None
GEO Series Accessions:INSDC Project Accessions:INSDC Study Accessions:

Atlas

None

Analysis Portals

None

Project Label

etiologyOfAutoimmuneRiskLoci

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

tonsil

Organ Part

Unspecified

Selected Cell Types

Unspecified

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

child stage

Library Construction Method

2 library construction methods

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

analysis_protocol_1, analysis_protocol_2

File Format

4 file formats

Cell Count Estimate

Unspecified

Donor Count

7
fastq.gz428 file(s)tar.gz6 file(s)tsv.gz10 file(s)xlsx1 file(s)