Baseline immune state and T-cell clonal kinetics are associated with durable response to CAR-T therapy in large B-cell lymphoma
Engineered cellular therapy with CD19-targeting chimeric antigen receptor T cells (CAR-Ts) has revolutionized outcomes for patients with relapsed/refractory large B-cell lymphoma (LBCL), but the cellular and molecular features associated with response remain largely unresolved. We analyzed serial peripheral blood samples ranging from the day of apheresis (day -28/baseline) to 28 days after CAR-T infusion from 50 patients with LBCL treated with axicabtagene ciloleucel by integrating single-cell RNA and T-cell receptor sequencing, flow cytometry, and mass cytometry to characterize features associated with response to CAR-T. Pretreatment patient characteristics associated with response included the presence of B cells and increased absolute lymphocyte count to absolute monocyte count ratio (ALC/AMC). Infusion products from responders were enriched for clonally expanded, highly activated CD8+ T cells. We expanded these observations to 99 patients from the ZUMA-1 cohort and identified a subset of patients with elevated baseline B cells, 80% of whom were complete responders. We integrated B-cell proportion ≥0.5% and ALC/AMC ≥1.2 into a 2-factor predictive model and applied this model to the ZUMA-1 cohort. Estimated progression-free survival at 1 year in patients meeting 1 or both criteria was 65% vs 31% for patients meeting neither criterion. Our results suggest that patients' immunologic state at baseline affects the likelihood of response to CAR-T through both modulation of the T-cell apheresis product composition and promoting a more favorable circulating immune compartment before therapy. These baseline immunologic features, measured readily in the clinical setting before CAR-T, can be applied to predict response to therapy.
Authors
- Shuqiang Li (ORCID: https://orcid.org/0000-0001-9106-6141)
- Donna Neuberg (ORCID: https://orcid.org/0000-0003-2566-3145)
- Michela Ansuinelli (ORCID: https://orcid.org/0000-0002-3424-915X)
- Jerome Ritz (ORCID: https://orcid.org/0000-0001-5526-4669)
- Brodie Miles (ORCID: https://orcid.org/0000-0002-5670-4432)
- Robert Allyn Redd (ORCID: https://orcid.org/0000-0002-1329-5288)
- Mike Mattie (ORCID: https://orcid.org/0000-0003-0868-3865)
- Roch Houot (ORCID: https://orcid.org/0000-0003-1729-8213)
- Caron Alyce Jacobson (ORCID: https://orcid.org/0000-0002-0180-0654)
- Isabella N. Grabski (ORCID: https://orcid.org/0000-0002-0616-5469)
- Justin A. Budka (ORCID: https://orcid.org/0000-0003-0908-1508)
- Catherine J. Wu (ORCID: https://orcid.org/0000-0002-3348-5054)
- Katie Maurer (ORCID: https://orcid.org/0000-0002-4160-181X)
- Yohei Arihara (ORCID: https://orcid.org/0009-0001-7673-3724)
- Philippe A. Armand (ORCID: https://orcid.org/0000-0001-6098-1603)
- Rafael A. Irizarry (ORCID: https://orcid.org/0000-0002-3944-4309)
- Kenneth J. Livak (ORCID: https://orcid.org/0000-0001-9105-5856)
- Heather A. Jacene (ORCID: https://orcid.org/0000-0001-7167-078X)
- Haoxiang Lyu (ORCID: https://orcid.org/0000-0003-0165-9934)
- Wesley S. Lu
- Shogo Miura (ORCID: https://orcid.org/0000-0003-4774-0228)
- Satyen H. Gohil (ORCID: https://orcid.org/0000-0003-0484-991X)
- Carol Reynolds
- Mikaela M. McDonough
Institutions
- Broad Institute (US)
- University College London Hospitals NHS Foundation Trust (GB)
- Harvard University (US)
- Inserm (FR)
- Harvard University Press (US)
- Université Rennes 2 (FR)
- Cancer Research And Biostatistics (US)
- Dana-Farber Cancer Institute (US)
- Kite (United States) (US)
- Centre Hospitalier Universitaire de Rennes (FR)
- University College London (GB)
- Université de Rennes (FR)
- Massachusetts Institute of Technology (US)
Publication Details
- Journal
- Blood
- Published
- 2024-09-06
- DOI
- https://doi.org/10.1182/blood.2024024381
- Citations
- 15
- Primary Topic
- CAR-T cell therapy research
- Type
- article
- Field-Weighted Citation Impact
- 4.24
Funders
- National Science Foundation
- Leukemia and Lymphoma Society
- Gilead Sciences
- American Society of Clinical Oncology
- Dana-Farber Cancer Institute
- National Institutes of Health
- National Cancer Institute