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Updated: Sep 6, 2026

Isolation of Precursor B-cell Subsets from Umbilical Cord Blood
Published on: April 16, 2013
Distinct Cellular and Molecular Patterns in Pretreatment Peripheral Blood Are Associated with CAR T-cell Outcomes in
Anna Gurevich-Shapiro1,2,3, Pascale Zwicky1, Eitan Winter1
1Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel.
Abstract:
Chimeric antigen receptor (CAR) T-cell therapy has revolutionized the treatment landscape for relapsed/refractory B-cell malignancies. Despite its success, approximately 60% of patients experience treatment failure, underscoring the need to better understand the determinants of response and resistance. We performed single-cell RNA sequencing of pretreatment peripheral blood samples and anti-CD19 CAR T-cell products from 57 diffuse large B-cell lymphomas (DLBCL), correlating molecular and cellular features with clinical outcomes. At the time of leukapheresis, responders presented elevated levels of CD16+ monocytes and CD4+ effector memory T cells. In contrast, nonresponders showed an inflammation-driven gene expression signature across T-cell and myeloid compartments, marked by upregulation of TNFα response signaling pathways. Notably, the presence of malignant or healthy B cells (13 of 57 patients) was strongly associated with a favorable response. These findings shed light on the immune landscape conducive to successful CAR T-cell therapy and offer a molecular framework for developing personalized tools to improve patient selection, stratification, and the design of next-generation CAR T-cell treatments.
Significance:
Single-cell analysis of pretreatment peripheral blood from diffuse large B-cell lymphoma identified immune cell populations and genetic signatures correlated with CAR T-cell outcomes, informing patient selection, treatment strategies, and next-generation CAR T development.
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