Single-cell Atlas of common variable immunodeficiency shows germinal center-associated epigenetic dysregulation in B-cell responses
Javier Rodríguez-Ubreva, Anna Arutyunyan, Marc Jan Bonder, Lucía Del Pino-Molina, Stephen J. Clark, Carlos de la Calle-Fabregat, Luz Garcia-Alonso, Louis-François Handfield, Laura Ciudad, Eduardo Andrés-León, Felix Krueger, Francesc Català-Moll, Virginia C. Rodríguez-Cortez, Krzysztof Polanski, Lira Mamanova, Stijn van Dongen, Vladimir Yu. Kiselev, María T. Martínez-Saavedra, Holger Heyn, Javier Martín, Klaus Warnatz, Eduardo López-Granados, Carlos Rodríguez-Gallego, Oliver Stegle, Gavin Kelsey, Roser Vento-Tormo, Esteban Ballestar
Abstract
Common variable immunodeficiency (CVID), the most prevalent symptomatic primary immunodeficiency, displays impaired terminal B-cell differentiation and defective antibody responses. Incomplete genetic penetrance and ample phenotypic expressivity in CVID suggest the participation of additional pathogenic mechanisms. Monozygotic (MZ) twins discordant for CVID are uniquely valuable for studying the contribution of epigenetics to the disease. Here, we generate a single-cell epigenomics and transcriptomics census of naïve-to-memory B cell differentiation in a CVID-discordant MZ twin pair. Our analysis identifies DNA methylation, chromatin accessibility and transcriptional defects in memory B-cells mirroring defective cell-cell communication upon activation. These findings are validated in a cohort of CVID patients and healthy donors. Our findings provide a comprehensive multi-omics map of alterations in naïve-to-memory B-cell transition in CVID and indicate links between the epigenome and immune cell cross-talk. Our resource, publicly available at the Human Cell Atlas, gives insight into future diagnosis and treatments of CVID patients.
Datasets
1. Activated PBMCs - Expanded cohort CITE-seq
Metadata
batch
sample
stimulation
prelim_annot
celltype_predictions
phase
louvain
Age of disease onset
Autoimmunity
Gastrointestinal disease
Lung disease (bronchiectasis)
Lymphoadenopathy
Splenomegaly
History of hypogammaglobulinemia, IgA deficiency or immunodeficiency in other family members
GC_celltype_predictions_all_genes
CVID_class_Freiburg
CVID_class_Euroclass
assay_ontology_term_id
author_cell_type
cell_type_ontology_term_id
development_stage_ontology_term_id
disease_ontology_term_id
donor_id
organism_ontology_term_id
self_reported_ethnicity_ontology_term_id
sex_ontology_term_id
suspension_type
tissue_ontology_term_id
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
35171_CV005_RV903936315442 cells 35171_CV005_RV903936114879 cells 35171_CV005_RV903936213380 cells 35008_CV005_RV9039259_and_35008_CV005_RV903928311691 cells 35008_CV005_RV9039258_and_35008_CV005_RV903928210869 cells 35008_CV005_RV9039262_and_35008_CV005_RV90392869328 cells 35008_CV005_RV9039263_and_35008_CV005_RV90392879058 cells 35008_CV005_RV9039260_and_35008_CV005_RV90392845413 cells 35008_CV005_RV9039261_and_35008_CV005_RV90392855004 cells Monocytes_classical10935 cells Monocytes_CD16+1701 cells T_cells_CD4+_activated19632 cells T_cells_CD4+_naive7182 cells Monocytes_CD16+4959 cells T_cells_CD4+_memory4945 cells T_cells_CD8+_naive3499 cells T_cells_CD8+_activated3150 cells Monocytes_Classical2445 cells Yes (celiac disease)5687 cells Yes, mother IgA deficiency5736 cells Monocytes_classical5474 cells B_cells_memory_activated5290 cells Monocytes_intermediate4203 cells Monocytes_non-classical1639 cells B_cells_naive_activated1276 cells NK_CD56_bright_activated1154 cells NK_CD16_bright_activated1090 cells HsapDv:000012819826 cells HsapDv:000012711327 cells NCBITaxon:960695064 cells UBERON:000017895064 cells activated CD4-positive, alpha-beta T cell10030 cells regulatory T cell7206 cells CD4-positive, alpha-beta memory T cell7047 cells conventional dendritic cell6494 cells CD16-positive, CD56-dim natural killer cell, human6384 cells type I NK T cell5636 cells classical monocyte5474 cells naive thymus-derived CD4-positive, alpha-beta T cell5360 cells activated CD8-positive, alpha-beta T cell4851 cells intermediate monocyte4203 cells effector memory CD8-positive, alpha-beta T cell4124 cells CD8-positive, alpha-beta memory T cell3276 cells naive thymus-derived CD8-positive, alpha-beta T cell3116 cells non-classical monocyte1639 cells CD16-negative, CD56-bright natural killer cell, human1549 cells effector memory CD8-positive, alpha-beta T cell, terminally differentiated1444 cells gamma-delta T cell1387 cells mucosal invariant T cell1173 cells hematopoietic precursor cell412 cells plasmacytoid dendritic cell133 cells common variable immunodeficiency57092 cells 34-year-old human stage19826 cells 33-year-old human stage11327 cells 42-year-old human stage9696 cells 66-year-old human stage9333 cells 31-year-old human stage9229 cells 50-year-old human stage6064 cells 22-year-old human stage5736 cells 37-year-old human stage5246 cells 36-year-old human stage5163 cells 55-year-old human stage4692 cells 28-year-old human stage4560 cells 52-year-old human stage4192 cells 2. Activated PBMCs - Twins scRNA-seq
Metadata
activation
batch
sample
celltype_predictions
phase
cell_type_corrected_final
assay_ontology_term_id
cell_type_ontology_term_id
development_stage_ontology_term_id
disease_ontology_term_id
donor_id
organism_ontology_term_id
self_reported_ethnicity_ontology_term_id
sex_ontology_term_id
suspension_type
tissue_ontology_term_id
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
Immunodeficiency81030776661 cells Immunodeficiency81030702572 cells Immunodeficiency81030732450 cells Immunodeficiency81030762001 cells Immunodeficiency81030721967 cells Immunodeficiency81030741250 cells B_cells_CD3_like2541 cells Activated_CD4+_T_cells2439 cells B_cells_CTRL_like1229 cells B_cells_CD40L_like1008 cells Memory_CD4+_T_cells889 cells CD8+_MAI_T_cells619 cells Activated_CD8+_T_cells_1605 cells Naive_CD4+_T_cells524 cells Naive_CD8+_T_cells439 cells Gamma/delta_T_cells425 cells Activated_CD8+_T_cells_2407 cells Memory_CD8+_T_cells339 cells Proliferating_T_cells168 cells B_cells_IGHV4_oligoclonal167 cells Activated_CD8+_MAI_T_cells121 cells B_cells_memory_activated2376 cells NK_CD16_bright_activated1235 cells B_cells_naive_activated944 cells MAIT_cells_activated219 cells NK_CD56_bright_activated200 cells B_cells_oligoclonal190 cells HsapDv:000012016901 cells NCBITaxon:960616901 cells UBERON:000017816901 cells activated CD4-positive, alpha-beta T cell2927 cells CD16-positive, CD56-dim natural killer cell, human1998 cells CD4-positive, alpha-beta memory T cell1772 cells activated CD8-positive, alpha-beta T cell1118 cells gamma-delta T cell697 cells naive thymus-derived CD4-positive, alpha-beta T cell675 cells CD8-positive, alpha-beta memory T cell558 cells mucosal invariant T cell518 cells CD16-negative, CD56-bright natural killer cell, human438 cells naive thymus-derived CD8-positive, alpha-beta T cell408 cells regulatory T cell388 cells common variable immunodeficiency6989 cells 26-year-old human stage16901 cells 3. Steady-state B cells - scRNA-seq
Metadata
batchcode
lane
batch
assay_ontology_term_id
cell_type_ontology_term_id
development_stage_ontology_term_id
disease_ontology_term_id
donor_id
organism_ontology_term_id
self_reported_ethnicity_ontology_term_id
sex_ontology_term_id
suspension_type
tissue_ontology_term_id
author_cell_type
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
unswitched memory B cell494 cells class switched memory B cell453 cells common variable immunodeficiency678 cells 26-year-old human stage1324 cells Analyze this study
Source data
https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
Alias names
EGAD00001008575, PRJEB50820, PMID35365635, PMC8975885
Cite this study
Rodríguez-Ubreva, J., Arutyunyan, A., Bonder, M.J., Del Pino-Molina, L., Clark, S.J., de la Calle-Fabregat, C., Garcia-Alonso, L., Handfield, L.F., Ciudad, L., Andres-Leon, E. and Krueger, F., 2022. Single-cell Atlas of common variable immunodeficiency shows germinal center-associated epigenetic dysregulation in B-cell responses. Nature communications, 13(1), p.1779. https://doi.org/10.1038/s41467-022-29450-x