A single-cell atlas of CD19 chimeric antigen receptor T cells
Xubin Li, Jared Henderson, Max J. Gordon, Irtiza Sheikh, Loretta J. Nastoupil, Jason Westin, Christopher Flowers, Sairah Ahmed, Linghua Wang, Sattva S. Neelapu, Paolo Strati, Qing Deng, Michael R. Green
Abstract
Autologous chimeric antigen receptor T cells directed toward CD19 (CART19) have significantly improved the outcomes of relapsed or refractory large B cell lymphoma (rrLBCL). 1 However, the majority of patients do not have durable responses; thus, strategies to improve outcomes are critically needed. The mechanisms underlying CART19 treatment failure are complex and likely interrelated. They may include the initial functional states and composition of T cells harvested during apheresis, the subsequent functional characteristics of the CART19 infusion product, and tumor-intrinsic properties such as the tumor’s resistance to T cell infiltration and/or cytotoxicity. Careful examination of these T cell phenotypes using omicsbased strategies such as single-cell RNA sequencing (scRNA-seq) has revealed characteristics associated with CAR T cell resistance (reviewed in Yang et al. 2). scRNA-seq analysis of CAR T cell infusion products has highlighted important associations with memory, exhausted, and regulatory T cell states. 3, 4 However, the sample sizes in these studies have been limited, both in terms of the number of patients and the number of cells. Here we present a resource of scRNA-seq data from the infusion products of 59 rrLBCL patients (Table S1A) treated with standard-of-care axicabtagene ciloleucel (Axi-cel; 417,167 high-quality single cells) that we have made publicly available to facilitate ongoing and future discovery efforts that will improve patient outcomes. As a proof-of-principle for the utility of this dataset, we identified features that were significantly different between products from responders (complete response [CR]) and non-responders (stable disease, partial response, and progressive disease) at 3-month followup by PET/CT, an important landmark for long-term outcomes.
Datasets
1. Single cell atlas of CD19 CAR T-cells (CD8+)
Metadata
cell_cycle_phase
sample_id
cluster
CAR_status
CRS max grade
3mo PET/CT
ICANS group
prolonged cytopenia
response3m
organism_ontology_term_id
donor_id
disease_ontology_term_id
tissue_ontology_term_id
assay_ontology_term_id
suspension_type
self_reported_ethnicity_ontology_term_id
sex_ontology_term_id
development_stage_ontology_term_id
cell_type_ontology_term_id
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
C00:CX3CR1+ effector28249 cells C04:Tissue resident memory22903 cells C09:Dysfunctional2099 cells NCBITaxon:9606185226 cells MONDO:0015759185226 cells HANCESTRO:0005130610 cells HANCESTRO:056816769 cells HANCESTRO:000813413 cells HsapDv:000024166938 cells HsapDv:000024047576 cells HsapDv:000023928045 cells HsapDv:000024222670 cells HsapDv:000023712289 cells CD8-positive, alpha-beta T cell185226 cells B-cell non-Hodgkin lymphoma185226 cells African American16769 cells seventh decade human stage66938 cells sixth decade human stage47576 cells fifth decade human stage28045 cells eighth decade human stage22670 cells third decade human stage12289 cells fourth decade human stage5925 cells ninth decade human stage1783 cells 2. Single cell atlas of CD19 CAR T-cells (CD4+)
Metadata
cell_cycle_phase
sample_id
cluster
CAR_status
CRS max grade
3mo PET/CT
ICANS group
prolonged cytopenia
response3m
organism_ontology_term_id
donor_id
disease_ontology_term_id
tissue_ontology_term_id
assay_ontology_term_id
suspension_type
self_reported_ethnicity_ontology_term_id
sex_ontology_term_id
development_stage_ontology_term_id
cell_type_ontology_term_id
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
C12:TYROBP+ cytotoxic167 cells NCBITaxon:9606164114 cells MONDO:0015759164114 cells HANCESTRO:0005122627 cells HANCESTRO:000817202 cells HANCESTRO:056815225 cells HsapDv:000024143542 cells HsapDv:000024036880 cells HsapDv:000024226922 cells HsapDv:000023922820 cells HsapDv:000024314156 cells HsapDv:000023810832 cells CD4-positive, alpha-beta T cell164114 cells B-cell non-Hodgkin lymphoma164114 cells African American15225 cells seventh decade human stage43542 cells sixth decade human stage36880 cells eighth decade human stage26922 cells fifth decade human stage22820 cells ninth decade human stage14156 cells fourth decade human stage10832 cells third decade human stage8962 cells Analyze this study
Source data
https://cellxgene.cziscience.com/collections/d9a9760c-e43d-404d-86aa-447c9a1e9120
Alias names
EGAD00001006325, PMID37738975
Cite this study
Li, X., Henderson, J., Gordon, M.J., Sheikh, I., Nastoupil, L.J., Westin, J., Flowers, C., Ahmed, S., Wang, L., Neelapu, S.S. and Strati, P., 2023. A single-cell atlas of CD19 chimeric antigen receptor T cells. Cancer cell, 41(11), pp.1835-1837. https://doi.org/10.1016/j.ccell.2023.08.015