Using single-cell transcriptomics to reveal CD226 upregulation and enhancement of CD19-CAR-T function in the inhibitory CNS microenvironment of refractory CNS lymphoma.
Abstract
2020 Background: Refractory CNS lymphoma (CNSL) has a poor prognosis, with 5-year survival of ~30%. We conducted a trial of axi-cel for CNSL, where we achieved a CR of 67%. To deeply interrogate the immune mediators of response, we collected daily paired CSF and peripheral blood (PB) samples post-CAR T infusion. This enabled single-cell transcriptional profiling at an unprecedented depth, identifying key drivers of CD19 CAR T responses and compartment-specific mechanisms of CAR T function. Methods: CNSL patients were enrolled in the ‘Axi-cel in CNS Lymphoma’ Trial, NCT04608487. PB and CSF samples were collected daily from Day 0–14 post-infusion, and 5’10x scRNA /TCR-Seq was performed. This analysis focused on peak CAR T expansion (Day 5-10) and included 1,224,178 T cells from 17 patients. Samples were tested for compartment (CSF vs PB) and response-specific (CR vs PD) transcriptomic differences using a mixed-effects model and GSEA. Functional assays were conducted with CD19 CAR Ts and CD19 CAR+ Jurkat-NFAT reporter cells. Results: Transcriptomic analysis identified distinct compartmental differences in CAR Ts, with PB CAR Ts displaying a robust proliferation signature, while CSF CAR Ts were enriched for type I interferon and T-cell dysfunction signatures, including upregulation of inhibitory genes PD-1, TIGIT, TIM3, LAG3. In vitro , CSF-exposed CD19-CAR Ts showed increased expression vs culture-media controls for TIGIT (up 40.1%, SEM 7.4), PD-1 (18.9%, SEM 3.8), and Tim3 (60.6%, SEM 7.5). CAR T NFAT expression was reduced from 18.4, 0.1 SEM (media) to 7.2, 0.2 SEM (CSF) relative to unstimulated controls. Differential expression analysis comparing CSF CD8+ CAR Ts from patients achieving CR (n = 11) or PD (n = 4) showed upregulation of Type I interferon signaling (IFIT1, IFIT3) in PD patients. In contrast, CR patients exhibited increased expression of counter-inhibitory genes (TCF7, CD226) in CSF CAR Ts, suggesting a functional advantage of these CAR Ts in the inhibitory CNS environment. Functional assays of CD19-CAR Ts overexpressing the costimulatory molecule CD226, demonstrated higher lymphoma-cell killing vs WT-CAR Ts (48.6%, SEM 4.1 vs 24%, SEM 2.2, p = 0.01) and greater IFNγ production (63.2%, SEM 1.6 vs 49.4%, SEM 1.7, P = 0.006). CD226 acts as a costimulatory receptor and counteracts TIGIT signaling by competing for its shared ligands, CD112 and CD155. Notably, scRNA-Seq receptor-ligand analysis identified CD112 exclusively expressed in myeloid cells, highlighting a critical myeloid-CAR T interaction that enhances CD226 high CAR T efficacy. Conclusions: ScRNA-Seq suggests tissue-specific CAR T dysfunction in the CNS microenvironment, with CR patients demonstrating upregulation of counter-inhibitory genes, including CD226. This study offers novel insights into axi-cel's mechanism of efficacy and identifies targets to improve CNSL CAR T therapy.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (20)
Ulrike Gerdemann
1Boston Children's Hospital / Dana-Farber Cancer Institute, Hematology/Oncology, Boston, United States
James Kaminski
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Alexandre Albanese
1Boston Children's Hospital, Department of Pediatrics, Boston, United States
Isabella Schichter
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Paula Keskula
Boston Children's Hospital, Boston, MA
Ryan A. Fleming
1Division of Pediatric Hematology-Oncology, Boston Children’s Hospital, Boston, MA
Fran Alvarez-Calderon
Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA
Lorenzo Cagnin
1Boston Children's Hospital, Department of Pediatrics, Boston, United States
Jillian Zavistaski
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Austin Moore
Boston Children's Hospital, Boston, MA
Soumya Poddar
Kite, a Gilead Company, Santa Monica, California, United States
Ugonma Nnenna Chukwueke
Dana-Farber Cancer Institute, Boston, MA
Lea Steinberg
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States
Michael Mattie
Kite Pharma, Sana Monica, CA
Caroline Falvey
Dana-Farber Cancer Institute, Boston, MA
Riemke Bouvier
5Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA, Philadelphia, United States
Alexandra Torres
Caron Jacobson
Lakshmi Nayak
4Department of Medical Oncology, Center for Neuro Oncology, Dana Farber Cancer Institute, Boston, MA
Leslie Kean
1Boston Children's Hospital/Dana-Farber Cancer Institute, Harvard Medical Schol, Boston, United States