Introduction: Autologous stem-cell transplant (ASCT) is standard-of-care for the treatment of multiple myeloma (MM), but most patients eventually relapse. Patients with early relapse, within 12-24 months of ASCT, have a lower overall survival that is not fully explained by conventional high-risk disease features, such as frailty, extramedullary disease, and cytogenetics. In this study, we performed high-dimensional flow cytometry-based immune phenotyping of the T-cell compartment of MM patients to identify features predictive of early relapse.
Methods: Peripheral blood samples collected at 90 days post-ASCT from participants in BMT CTN 0702 comprised two cohorts: an early relapse cohort (ER), defined as relapse within 24 months from ASCT, and a long-term responder cohort (LR) defined as not relapsed at >4 years from ASCT. We performed 28-color flow cytometry to explore differences in T-cell subset frequency and activation state between cohorts. A total of 96 patients from the ER (n=51) and LR (n=45) cohorts were analyzed. We manually gated on live, CD3+ events and integrated all patient samples. High-dimensional flow cytometry analysis was conducted using the FlowSOM algorithm, which identified 20 cell clusters. We manually annotated each cluster based on CD45RA and CCR7 expression into separate CD4 and CD8 effector and memory subsets. Differential expression analysis was performed with empirical Bayesian testing, controlling for batch effect and treatment modality, followed by effect size estimates with Cohen's d.
Results: We observed 2 out of 20 cell clusters with a significant difference in proportion between groups. For ER patients, there were two CD45RA -, CCR7 +, CD25 +, CCR4 + CD4 + clusters with a 29% (log fold change (LFC) = -0.628, p-value < 0.001) and 54% relative decrease in cell number (LFC = -1.25, p-value < 0.001), suggesting an absence of activated central memory CD4 T cells with early relapse. Analysis of positive and negative costimulatory molecules revealed upregulation of PD1, CD38, and TIGIT, with corresponding decreased expression of granzyme B, CD28, and CD27 within multiple CD4 and CD8 clusters among the ER group (Figure 1A). By differential expression testing, early relapse was most strongly associated with CD28 downregulation by effector memory (CD45RA -, CCR7 -) CD8 T cells (LFC = -0.016, p-value < 0.001), increased PD1 expression by effector memory CD8 T cells (LFC = 0.022, p-value < 0.001), increased TIGIT expression by central memory (CD45RA -, CCR7 +) CD8 T cells (LFC = 0.038, p-value < 0.001), and decreased granzyme B among T regulatory (FoxP3 +, CD25 +) cells (LFC = -0.030, p-value < 0.001) (Figure 1B).
Conclusion: Distinct signatures of T-cell exhaustion and depletion are present in the early post-ASCT period among individuals relapsing within 24 months. Peripheral blood immune phenotyping may identify functionally high-risk patient populations in need of alternative treatment approaches to maintain durable disease control.
Disclosures
Landau:Alexion Pharmaceuticals, Takeda, Janssen, Prothena, Protego: Research Funding; Karyopharm, Pfizer, Juno, Prothena, Caelum Biosiences, Legend Biotech, Takeda, Janssen, Nexcella: Honoraria. Lahoud:MorphoSys Inc, Kite: Consultancy. Scordo:Amgen, Inc.: Research Funding; Angiocrine Bioscience, Inc.: Research Funding; CancertNetwork (Intellisphere LLC): Honoraria; Omeros Corporation: Consultancy, Research Funding; Medscape, LLC: Honoraria. Shah:Amgen: Research Funding; Beyond Spring: Research Funding; Janssen: Research Funding; BMS: Research Funding; ArcellX: Other: DSMB. Hassoun:Celgene, Takeda, and Janssen Pharmaceuticals: Research Funding. Hultcrantz:Amgen, Daiichi Sankyo, GlaxoSmithKline: Research Funding; Curio Science LLC, Intellisphere, Bristol Myer Squibb, GlaxoSmithKline: Honoraria. Korde:Amgen, Janssen, Epizyme, AbbVie: Research Funding; CCO, OncLive, Intellisphere, Remedy Health: Consultancy; Janssen: Other: Advisory Board. Mailankody:Janssen Oncology: Research Funding; Allogene Therapeutics: Research Funding; Takeda Oncology: Research Funding; Caribou Therapeutics: Research Funding; Legend Biotech: Consultancy; Janssen Oncology: Consultancy; Optum Oncology: Consultancy; Physician Education Resource: Honoraria; OncLive: Honoraria; MJH Life Sciences: Honoraria; Bristol Myers Squibb: Research Funding; Fate Therapeutics: Research Funding. Shah:Sabinsa: Research Funding; Plantable: Research Funding; Janssen: Consultancy, Other: Advisory Board, Research Funding; Bristol Myers Squibb: Consultancy, Other: Advisory Board, Research Funding; C4 Therapeutics: Research Funding; Sanofi: Other: Advisory Board; M and M Labs: Research Funding. Tan:Takeda: Research Funding; Janssen: Research Funding. Usmani:K36 Therapeutics: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees, Research Funding; GSK: Membership on an entity's Board of Directors or advisory committees, Research Funding; SecuraBio: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees; Moderna: Membership on an entity's Board of Directors or advisory committees; Oncopeptides: Membership on an entity's Board of Directors or advisory committees; Sanofi: Membership on an entity's Board of Directors or advisory committees, Research Funding; Seattle Genetics: Membership on an entity's Board of Directors or advisory committees, Research Funding; TeneoBio: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding; Array Biopharma: Research Funding; SkylineDX: Membership on an entity's Board of Directors or advisory committees, Research Funding; Merck: Research Funding; Gilead Sciences: Membership on an entity's Board of Directors or advisory committees, Research Funding; Genentech: Membership on an entity's Board of Directors or advisory committees; EdoPharma: Membership on an entity's Board of Directors or advisory committees; Pharmacyclics: Research Funding; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Bristol Meyer Squibb: Membership on an entity's Board of Directors or advisory committees, Research Funding; Amgen: Membership on an entity's Board of Directors or advisory committees, Research Funding; Abbvie: Membership on an entity's Board of Directors or advisory committees, Research Funding. Giralt:Amgen, Actinuum, Celgene/BMS, Omeros, Johnson & Johnson, Miltenyi, Takeda: Research Funding; Amgen, Actinuum, Celgene/BMS, Kite Pharma, Janssen, Jazz Pharmaceuticals, Johnson & Johnson, Novartis, Spectrum Pharma, Takeda: Membership on an entity's Board of Directors or advisory committees. Lesokhin:Iteos: Consultancy; Janssen: Research Funding; Genentech: Research Funding; BMS: Research Funding; Pfizer: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Arcellx: Membership on an entity's Board of Directors or advisory committees; Serametrix (now Caprion): Patents & Royalties.
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