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
G181576 cells
G2M56807 cells
S46843 cells
Preview
A single-cell atlas of CD19 chimeric antigen receptor T 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
G179408 cells
G2M56148 cells
S28558 cells
Preview
A single-cell atlas of CD19 chimeric antigen receptor T cells

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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