CyTOF and single cell RNA sequencing reveal altered T cell phenotypes in Multiple Myeloma patients: implications for immunotherapy

Mattia D'Agostino, Maeva Fincker,Cristina Panaroni, Ashish Yeri,Pingping Mao,Amanda Moulaison, Ryan Tassone, Pedro Falcon Estrada, Maggie Chen, Tiffany Hu,Elisa Genuardi,Alessandra Larocca,Mario Boccadoro,Amanda Iniguez, Olivia Finney,Hans Bitter,Noopur Raje

Clinical Lymphoma, Myeloma & Leukemia(2021)

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摘要
Background Immune therapies have had a major impact in multiple myeloma (MM). Responses induced in relapsed and/or refractory MM (RRMM) patients (pts) are unprecedented; however the key challenge is their durability. Most immunotherapeutic approaches rely on the fitness of pts’ T cells but exposure to multiple therapies may alter immune cell numbers and function. Here we analyzed and compared the transcriptome and phenotype of T cells from healthy donors (HD), newly diagnosed MM (NDMM) and RRMM pts. Methods Peripheral Blood Mononuclear Cells (PBMCs) from age-matched HD, NDMM and RRMM pts were collected before the start of a new line of treatment. Single cell RNA sequencing (scRNAseq) was performed and proportion of cell types were inferred using a reference PBMC dataset with Seurat. Cell type proportions were also estimated with CyTOF and conventional flow cytometry Results PBMCs from 10 HDs (median age 69, range 53-79), 20 NDMM pts (median age 71, range 54-88), 20 RRMM pts (median age 71, range 54-80) were analyzed. RRMM pts were exposed to 1 (n=8), 2 (n=6) or 3 (n=6) lines of treatment. All RRMM pts were exposed to a proteasome inhibitor, 75% were exposed to an immunomodulatory drug, and 65% received autologous stem cell transplantation. 48 out of 50 samples were processed by scRNAseq, 45 by CyTOF and 33 by flow cytometry. NDMM pts demonstrated a trend towards lower frequency of CD4 T cells compared to HD. This decreased number was accompanied by a decrease in the expression of genes involved in mitochondrial oxidative phosphorylation and an increase in expression of immediate early response genes (e.g. FOS, JUN, JUNB). In the CD8 compartment, CD8 naive cells were lower in NDMM compared to HD. No differences were found on CD8 central memory, effector memory and/or terminal effector populations In RRMM, the proportion of naive CD4 cells was significantly lower compared to NDMM (p Conclusion T cell phenotypes in MM pts are altered, especially after treatment. These findings may provide the rationale for the investigation of immunotherapy in NDMM and less heavily pretreated MM. Ongoing functional studies will demonstrate whether these phenotypic and transcriptomic changes lead to less fit T cells with consequent impact on effectiveness of T cell directed therapies.
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