Post-transplant lymphoproliferative disorder (PTLD) is a life-threatening complication of organ transplantation that is often linked to EBV infection and impaired host T cell responses. We utilized mass cytometry to achieve high dimensional analysis of the EBV-specific immune response during PTLD. PBMC were obtained prior to treatment from 10 PTLD patients (n=5 CNS-associated disease, n=5 peripheral diffuse large B cell lymphoma, average age=60, time to PTLD=13.7 years post-transplant). Using cytometry by time-of-flight (CyTOF) mass cytometry, we examined phenotype and cytokine responses of PBMC following stimulation with EBV lytic or latent peptides. Thirty-seven markers, both intracellular and surface, were analyzed simultaneously. In order to reduce the dimensionality of the dataset, cells were clustered using hierarchical agglomerative clustering on cell-surface markers. Changes in the percent of cells in each cluster upon stimulation with EBV peptides were determined and responses were grouped using principal component analysis (PCA). Four of 10 PTLD patients had increased numbers of an unusual population of NK-like CD16+CD56- cells and decreased numbers of T cells; in 6 patients T cells predominated. PBMC from PTLD patients showed a range of responses to both EBV lytic and latent peptides. IFNγ, MIP-1β and TNFα producing cells were detectable and the majority resembled T effector memory cells (CD4+CD45RA-CCR7- and CD8+CD45RA-CCR7-). The ratio of CD8+:CD4+ IFNγ+ cells responding to latent and lytic peptides was ˜1.6 in patients compared to the control ratio of 3.1. There was an increase in the percentage of CD56+ IFNγ+ cells in PTLD patients compared to control. Patients cluster separately from control using PCA for responses to both lytic and latent peptides. Thus, EBV+ PTLD is associated with alterations in lymphoid populations including increased proportions of CD16+CD56- NK-like cells and CD56+INFγ+ cells and a shift in the ratio of CD8+:CD4+ cytokine producing cells. Further characterization of immune cells in PTLD patients will be important for improving diagnosis and treatment of this disorder.
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