Axicabtagene ciloleucel (axi-cel) is a chimeric antigen receptor (CAR) T cell therapy for relapsed or refractory large B cell lymphoma (LBCL). Here, we evaluated whether immune dysregulation, present prior to CAR-T cell therapy, associated with treatment failure. Tumor expression of interferon (IFN) signaling, high blood levels of monocytic myeloid-derived suppressor cells (M-MDSCs), and high blood IL-6 and ferritin each associated with a lack of durable response. Similar to other cancers, we found that in LBCL tumor IFN signaling is associated with the expression of multiple checkpoint ligands including PD-L1, and these were higher in patients who lacked durable responses to CAR-T therapy. Moreover, tumor IFN signaling and blood M-MDSCs associated with decreased axi-cel expansion. Finally, patients with high tumor burden had higher immune dysregulation with increased serum inflammatory markers and tumor IFN signaling. These data support that immune dysregulation in LBCL promotes axi-cel resistance via multiple mechanistic programs: insufficient axi-cel expansion associated with both circulating M-MDSC and tumor IFN signaling, that also gives rise to expression of immune checkpoint ligands.
Introduction: Approximately 60% of Large B cell Lymphoma (LBCL) patients that receive CD19 CAR T cell therapy with axicabtagene ciloleucel (axi-cel) experience lymphoma progression (Locke et al. Lancet Oncol. 2019) and the likelihood of response to subsequent therapy is low (Spiegel, Dahiya et al. ASCO 2019). Target loss of CD19 is observed in less than a third of patients experiencing relapse. Alternative mechanisms of resistance to axi-cel are poorly understood. Lymphoma patients with elevated serum markers of systemic inflammation, such as ferritin and IL-6, have worse outcomes following axi-cel (Locke, Neelapu et al. Mol.Ther.2017; Faramand et al. ASH 2018). We hypothesized that suppressive monocytic myeloid derived suppressor cells (M-MDSCs), which are associated with worse chemotherapy outcomes in LBCL (Azzaoui et al. Blood 2016), and tumor driven inflammation may be present and responsible for decreased efficacy of axi-cel in LBCL. Methods: LBCL patients undergoing axi-cel treatment were enrolled onto prospective sample collection protocols. Patients were stratified for analysis into ongoing responders (complete response or partial response) or relapsed (progressive disease) after a minimum of 3 months follow-up (range 3 - 15 months). M-MDSCs, defined as a Lin-, CD11b+, CD33+, CD15-, CD14+, HLA-DRlow population, were sorted from leftover apheresis material after collection for axi-cel manufacture. M-MDSC ability to suppress proliferation of autologous T cells stimulated with CD3/CD28 coated beads was measured by 3H thymidine incorporation. Circulating peripheral blood M-MDSCs, quantified by % of live cells by flow cytometry, were measured at the time of apheresis and serially after axi-cel infusion until day 30. In vitro mouse experiments utilized a CD19-CD28 CAR and cytokine-induced bone marrow MDSCs (Thevenot et al. Immunity 2014). Cytokines were measured by ELISA and cytotoxicity against CD19 bearing cell lines used xCELLigence real-time cell analysis, as we have done previously (Li et al. JCI Insight 2018).Tumor biopsies were taken within 1 month prior to infusion of axi-cel. Limited gene expression profiling of tumor microenvironment (TME) genes used the Nanostring IO360 panel (770 genes). Analysis used nSolver to identify cell types, GSEA and differential gene expression between groups. Results: First, we demonstrated that M-MDSCs sorted from patient apheresis material suppressed the proliferation of autologous T cells (n=6). We next enumerated M-MDSCs in the peripheral blood (n = 32). M-MDSC numbers initially decreased after lymphodepleting chemotherapy but recovered to baseline levels by day +10. The level of M-MDSCs following CAR T cell therapy strongly correlated with pre-CAR T baseline levels (R = 0.871, p <0.0001), suggesting that the number of M-MDSCs present during CAR T cell expansion is dependent on factors already present before therapy began. M-MDSC levels were significantly higher in patients who subsequently relapsed, both at baseline (p= 0.01) and after axi-cel (p=0.04), as compared to patients with durable response. Mouse MDSCs were able to suppress CAR T cell IFN-gamma excretion (p<0.0001) and cytotoxicity (p<0.0001) in vitro. To evaluate the role of the TME we interrogated limited set gene expression profiling on patient (n=27) pre-axi-cel tumor biopsies. By cell type scoring, the macrophage gene score was significantly higher in patients who relapsed after CAR T therapy (p <0.001). By differential gene expression and gene set enrichment, patients who relapsed had a significantly higher expression (p <0.01) of multiple genes indicative of chronic interferon (IFN) signaling including higher levels of OAS2, OAS3, IFI6 and IFIT1, as well as the IFN-stimulated macrophage gene SIGLEC-1/CD169. Conclusions: Systemic inflammatory myeloid cytokines, circulating M-MDSCs in the blood and chronic IFN in the TME all associate with LBCL relapse after axi-cel CAR T cell therapy. Our observations support that CAR T cells can be suppressed by baseline patient and tumor-related factors and strategies to overcome these factors should be targeted to improve patient outcomes. MDJ and HZ contributed equally. Disclosures Jain: Kite/Gilead: Consultancy. Bachmeier:Kite/Gilead: Speakers Bureau. Chavez:Novartis: Membership on an entity's Board of Directors or advisory committees; Genentech: Speakers Bureau; Kite Pharmaceuticals, Inc.: Membership on an entity's Board of Directors or advisory committees; Janssen Pharmaceuticals, Inc.: Speakers Bureau. Shah:Jazz Pharmaceuticals: Research Funding; Incyte: Research Funding; Kite/Gilead: Honoraria; Celgene/Juno: Honoraria; Pharmacyclics: Honoraria; Adaptive Biotechnologies: Honoraria; Spectrum/Astrotech: Honoraria; Novartis: Honoraria; AstraZeneca: Honoraria. Mullinax:Iovance: Research Funding. Davila:Celgene: Research Funding; GlaxoSmithKline: Consultancy; Precision Biosciences: Consultancy; Novartis: Research Funding; Atara: Research Funding; Bellicum: Consultancy; Adaptive: Consultancy; Anixa: Consultancy. Locke:Kite: Other: Scientific Advisor; Novartis: Other: Scientific Advisor; Cellular BioMedicine Group Inc.: Consultancy.
Abstract. In the field of engineering management practice in today's China, the theoretical research of project success is still a hot topic. On the basis of literature and Chinese context, the project success factors are summarized for the Chinese construction projects, and the hierarchical structure model of project success factors is constructed by interpretation structural modeling. The results show that the different factors of project success have different effect on project success, but the abilities and experiences of the project owner and project manager are still the most important influencing factors for project success in today's China.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
hi@scite.ai
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.