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Updated: Nov 10, 2025

Determination of Immune Cell Identity and Purity Using Epigenetic-Based Quantitative PCR
Published on: February 19, 2020
Integrative Bulk and Single-Cell Profiling of Premanufacture T-cell Populations Reveals Factors Mediating Long-Term
Gregory M Chen1, Changya Chen2,3, Rajat K Das2
1Graduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, Pennsylvania.
Abstract:
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.
Insights
Understanding CAR T-cell persistence is key to improving cancer therapy. This study reveals that chronic IFN signaling impairs CAR T-cell persistence, while TCF7 promotes it, offering new therapeutic targets.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- Chimeric antigen receptor (CAR) T-cell therapy is a promising cancer treatment.
- Variability in patient T cells contributes to therapy failure.
- Identifying molecular factors influencing CAR T-cell persistence is crucial.
Purpose of the Study:
- To investigate the molecular determinants of CAR T-cell persistence in patients undergoing anti-CD19 CAR T-cell therapy.
- To correlate pre-manufacture T-cell characteristics with clinical CAR T-cell persistence.
Main Methods:
- RNA-sequencing of T-cell subsets from 71 patients.
- Cellular Indexing of Transcriptomes and Epitopes (CITE) sequencing.
- Single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq).
Main Results:
- Chronic IFN signaling, regulated by IRF7, was linked to reduced CAR T-cell persistence.
- The TCF7 regulon was associated with a favorable naïve T-cell state.
- TCF7 was maintained in effector T cells of patients with long-term CAR T-cell persistence.
Conclusions:
- Molecular insights into CAR T-cell persistence can be gained from pre-manufacture T-cell analysis.
- IRF7-mediated IFN signaling negatively impacts CAR T-cell function.
- TCF7 is a potential biomarker and therapeutic target for enhancing CAR T-cell persistence and efficacy.
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