Proportion of Undifferentiated and Stem Cell Memory T Cells in CAR-T Products Before Infusion Determines Long-term Survival in Lymphoma Patients

Background
Chimeric Antigen Receptor T cell (CAR-T) therapies have shifted the paradigm for treating relapsed and refractory Non-Hodgkin Lymphoma (NHL). By genetically reengineering a patient's immune cells to target the CD19 protein on the surface of malignant B cells, this approach has shown dramatic responses, leading to complete remission in end-stage blood cancer patients who previously had a life expectancy of only months.
However, not all patients enjoy these long-term benefits. Even with excellent initial treatment responses, many patients experience tumor relapse within months, and clinical outcomes vary drastically between patients despite using the same manufacturing processes and standard doses. While immunosuppressive mechanisms in the tumor microenvironment or antigen loss have been identified as major causes, the impact of the phenotype and quality of the cell therapy itself on patient prognosis has not been clearly defined. A dominant hypothesis suggested that if T cells excessively differentiate or exhaust their proliferative capacity during manufacturing, long-term persistence after infusion would be difficult to guarantee, but multi-center studies directly verifying this with large-scale clinical specimens were lacking.
Key Findings
This study, published in Nature Medicine, identified the cellular indicators that determine treatment success by performing a comprehensive analysis of clinical samples from a large cohort of patients with non-Hodgkin lymphoma treated with anti-CD19 CAR-T therapy. The researchers precisely tracked the immune phenotype in finished product specimens immediately prior to infusion.
Analysis revealed that a higher proportion of CCR7+CD45RA+ cells, which maintain Naive T cell and Stem Cell Memory T cell (Tscm) characteristics within the pre-infusion product, was significantly associated with prolonged progression-free survival and overall survival in patients. Products centered on highly differentiated Effector T cells exhibit strong cytotoxicity in the early stages of infusion but quickly enter an exhausted state. In contrast, the undifferentiated/stem cell-like memory T cell population co-expressing CCR7 and CD45RA exhibited robust self-renewal and long-term survival capabilities after infusion, maintaining continuous anti-tumor surveillance.
The research team conducted follow-up validations using multiple anti-CD19 products manufactured via different commercial processes and an independent external patient cohort to demonstrate the generalizability of this discovery. In the independent cohort, the proportion of CCR7+CD45RA+ cells in the finished product was reconfirmed as an independent prognostic factor that accurately predicts the durability of the treatment response. This proves that the proportion of cells preserving an undifferentiated state is a key common factor determining clinical efficacy, regardless of the manufacturing platform or the patient's underlying disease status.
Implications and Outlook
With the establishment of clear cellular biomarkers to predict treatment success, a significant shift in the paradigm of CAR-T manufacturing and quality control is expected. Objective evidence has been provided to shift from simply expanding cell numbers to optimizing in vitro culture processes to preserve the undifferentiated stem cell phenotype. Accelerated improvements in processes are expected, such as shortening culture periods or utilizing specific cytokine combinations to inhibit T cell differentiation.
However, limitations remain that are difficult to overcome through manufacturing improvements alone. In cases where an individual patient's underlying immune status has already been depleted by prior chemotherapy, the pool of naive T cells in the initial collected leukocytes is likely to be exhausted. Therefore, establishing patient-specific pretreatment strategies or expanding to allogeneic cell therapies using healthy donor cells remains a mid-to-long-term challenge. A follow-up study is now needed to monitor in vivo expansion and persistence in real time through long-term longitudinal surveys.
Nature Medicine, Published online: 23 October 2026; doi:10.1038/s41591-026-04707-w A large comprehensive analysis of clinical trial samples from patients with non-Hodgkin lymphoma who were treated with anti-CD19 CAR T therapy shows that a high proportion of naive-like and stem cell memory-like CCR7+CD45RA+ T cells in the pre-infusion CAR T product correlates with improved and prolonged clinical benefit, which was validated in an independent external cohort including different products.
The results of this study provide actionable indicators to redefine Release Criteria in the Cell Therapy Contract Development and Manufacturing Organization (CDMO) and biopharmaceutical industries. Until now, cell therapy production sites released products if they passed quantitative criteria centered on survival rate, total cell count, and chimeric receptor expression rate. Moving forward, a quality control system can be established to pre-screen lots with a high risk of treatment failure by incorporating the CCR7+CD45RA+ undifferentiated cell proportion as a Critical Quality Attribute (CQA).
In clinical settings, this will be directly utilized to establish patient-specific treatment strategies. If a shortened culture process is introduced to preserve the Tscm phenotype—using dendritic cell stimulation or the addition of interleukins (IL-7, IL-15)—the production period can be reduced to approximately 1–2 days while maximizing efficacy. If the proportion of undifferentiated cells in the product falls below the threshold before release, precision medicine protocols can be established, such as preemptively planning increased dosages or combination therapy with immune checkpoint inhibitors.