Integrative Bulk and Single-Cell Profiling of Premanufacture T-cell Populations Reveals Factors Mediating Long-Term Persistence of CAR T-cell Therapy.
Gregory M ChenChangya ChenRajat K DasPeng GaoChia-Hui ChenShovik BandyopadhyayYang-Yang DingYasin UzunWenbao YuQin ZhuRegina M MyersStephan A GruppDavid M BarrettKai TanPublished in: Cancer discovery (2021)
The adoptive transfer of chimeric antigen receptor (CAR) T cells represents a breakthrough in clinical oncology, yet both between- and within-patient differences in autologously derived T cells are a major contributor to therapy failure. To interrogate the molecular determinants of clinical CAR T-cell persistence, we extensively characterized the premanufacture T cells of 71 patients with B-cell malignancies on trial to receive anti-CD19 CAR T-cell therapy. We performed RNA-sequencing analysis on sorted T-cell subsets from all 71 patients, followed by paired Cellular Indexing of Transcriptomes and Epitopes (CITE) sequencing and single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq) on T cells from six of these patients. We found that chronic IFN signaling regulated by IRF7 was associated with poor CAR T-cell persistence across T-cell subsets, and that the TCF7 regulon not only associates with the favorable naïve T-cell state, but is maintained in effector T cells among patients with long-term CAR T-cell persistence. These findings provide key insights into the underlying molecular determinants of clinical CAR T-cell function. SIGNIFICANCE: To improve clinical outcomes for CAR T-cell therapy, there is a need to understand the molecular determinants of CAR T-cell persistence. These data represent the largest clinically annotated molecular atlas in CAR T-cell therapy to date, and significantly advance our understanding of the mechanisms underlying therapeutic efficacy.This article is highlighted in the In This Issue feature, p. 2113.
Keyphrases
- cell therapy
- single cell
- rna seq
- stem cells
- mesenchymal stem cells
- end stage renal disease
- high throughput
- newly diagnosed
- ejection fraction
- chronic kidney disease
- peritoneal dialysis
- clinical trial
- single molecule
- machine learning
- dna damage
- immune response
- prognostic factors
- transcription factor
- electronic health record
- genome wide
- bone marrow
- peripheral blood
- neural network
- deep learning
- drug induced