Single-cell transcriptomic analysis of NK cell dynamics in myeloma patients reveal persistent reduction of cytotoxic NK cells from diagnosis to relapse
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ABSTRACT: Single-cell transcriptomics was performed to investigate the bone marrow NK cell compartment of myeloma patients at diagnosis (n=19), during treatment (n=21) and at relapse (n=6). The bone marrow of myeloma patients is characterized by a reduction in conventional cytotoxic NK cells that persists throughout treatment. We show in 20% of newly diagnosed myeloma patients that an altered balance between cytotoxic and cytokine-producing NK cells translates into a reduced cytotoxic ability in response to therapeutic antibodies. The relative loss of cytotoxic NK cells persists at relapse and is accompanied by an expansion of IFN-responsive NK cells. These findings reveal previously unappreciated alterations in bone marrow NK cell composition and highlight the importance of understanding the bone marrow immune system in patients receiving immunotherapies.
Project description:Natural Killer cells (NK), a major constituent of innate immune system, have the ability to kill the transformed and infected cells without prior sensitization; can be put to immunotherapeutic use against various malignancies. NK cells discriminate between normal cells and transformed cells via a balance of inhibitory and activating signals induced by interactions between NK cell receptors and target cell ligands. Present study investigates whether expansion of NK cells could augment their anti-myeloma (MM) activity. For NK cell expansion, peripheral blood mononuclear cells from healthy donors and myeloma patients were co-cultured with irradiated K562 cells transfected with 4-1BBL and membrane-bound IL15 (K562-mb15-41BBL). A genome-wide profiling approach was performed to identify gene expression signature in expanded NK (ENK) cells and non-expanded NK cells isolated from healthy donors and myeloma patients. A specific set of genes involved in proliferation, migration, adhesion, cytotoxicity, and activation were up regulated post expansion, also confirmed by flow cytometry. Exp-NK cells killed both allogeneic and autologous primary MM cells more avidly than non-exp-NK cells in vitro. Multiple receptors, particularly NKG2D, natural cytotoxicity receptors, and DNAM-1 contributed to target lysis, via a perforin mediated mechanism. In summary, vigorous expansion and high anti-MM activity both in vitro and in vivo provide the rationale for testing exp-NK cells in a clinical trial for high risk MM. Differential gene expression profile in expanded natural killer (ENK) cells and non-expanded natural killer (NK) cells from healthy donors and myeloma patients Eight healthy donor and eight myeloma patients were used in the study. Non-expanded natural killer (NK) cells were isolated from PBMCs of healthy donors and myeloma patients. Expanded natural killer (ENK) cells were generated from same set of samples as mentioned in expansion protocol. All ENK and NK cells were used for gene expression profiling.
Project description:We have obtained fibroblast cultures from old adult human donors, including Alzheimer patients. The fibroblasts were reprogrammed into directly induced neurons (iNs) to serve as an adult-like and age-equivalent model for aging and neurodegeneration. We also generated iPSCs and rejuvenated iPSC-derived induced neurons from a subset of the same cohort as controls. The cells were analyzed using several assays, including mRNA-Seq, ATAC-Seq and DNA methylation EPIC array analysis.
Project description:Samples in this series are pre-treatment bone marrow aspirates from multiple myeloma patients Experiment Overall Design: Samples in this series are: Experiment Overall Design: 1. CD-138-selected plasma cells from bone marrow of newly diagnosed multiple myeloma patients susequently treated with Total Therapy 2 (pre-treatment TT2) Experiment Overall Design: 2. CD-138-selected plasma cells from bone marrow of newly diagnosed multiple myeloma patients susequently treated with Total Therapy 3 (pre treatment TT3). Experiment Overall Design: Overall Design: Experiment Overall Design: Baseline gene expression signatures were used to: 1) develop unsupervised hierarchical cluster classes; 2) establish links with outcome following stem cell transplantation
Project description:Samples in this series are pre-treatment bone marrow aspirates from multiple myeloma patients. Experiment Overall Design: Samples in this series are: Experiment Overall Design: 1. CD-138-selected plasma cells from bone marrow of patients with newly diagnosed multiple myeloma subsequently treated with high dose therapy and stem cell transplants termed Total Therapy 2 (pre-treatment TT2) Experiment Overall Design: 2. CD-138-selected plasma cells from bone marrow of patients with newly diagnosed multiple myeloma subsequently treated with Total Therapy 3 (pre treatment TT3). Experiment Overall Design: Overall Design: Experiment Overall Design: Gene expression signatures were used to: 1) develop unsupervised hierarchical cluster classes; 2) establish links with outcome following stem cell transplantation
Project description:We hypothesized that the immune microenvironment of the bone marrow influences the progression of myeloma outgrowth in the 5TGM1 transfer model of multiple myeloma. Therefore we sorted bone marrow T, B, NK, neutrophils, and monocytes/macrophages from control and tumor-bearing C57Bl/6 and KaLwRij mice.
Project description:Natural killer (NK) cells are a type of innate lymphocytes that play key roles in immune surveillance against tumors and viral infection. NK cells distinguish abnormal cells from healthy cells by cell-cell interaction with cell surface proteins and then attack target cells via multiple mechanisms involving TRAIL, Fas Ligand, cytokine secretion, perforin, and granzymes. In addition, extracellular vesicles (EVs), including exosomes derived from NK cells (NK-EVs), possess cytotoxic capacity against tumor cells, but their characteristics and regulation by cytokines remain unknown. Here, we report that EVs derived from human NK-92 cells stimulated with IL-15 + IL-21 show enhanced cytotoxic capacity against tumor cells in a granzyme B independent manner. In addition, small RNA-seq and mass spectrometry analyses indicate that miRNA and protein profiles in EVs are altered by cytokine stimulation. We also show NK-EVs are taken up by target cells via macropinocytosis. Collectively, our findings reveal novel characteristics of NK-EVs and the mechanism of their incorporation into target cells.
Project description:In multiple myeloma (MM), endothelial progenitor cells (EPCs) regulate tumor angiogenesis and disease progression. They share a common bone marrow microenvironment with myeloma tumor cells. CD138+ tumor plasma cells from 12 newly diagnosed patients with advanced MM were examined for genomic instability by RNA microarrays to assess changes in gene expression. Tumor cells were derived from single-cell suspensions of bone marrow (BM) aspirates from newly diagnosed MM patients, and RNA was extracted for microarray hybridization.
Project description:To characterize epigenomic changes during the transformation of normal plasma cells to myeloma, we used the HELP assay to analyze the methylome of CD138+ cells from 56 subjects representing premalignant (MGUS), early and advanced stages of myeloma as well as healthy controls. Plasma cells from premalignant and early stages of myeloma were characterized by striking, widespread hypomethylation. CD138+ selected bone marrow plasma cells from 8 normal donors, 11 patients with monoclonal gammopathy of uncertain significance (MGUS), 4 patients with smoldering myeloma (SMM), 13 patients with newly diagnosed myeloma (NEWMM), 16 patients with relapsed myeloma (REL), including 2 patients with serial samples, and 2 patients in clinical complete remission (REM) were analyzed using the HELP assay [HpaII tiny fragment Enrichment by Ligation-mediated PCR].
Project description:Multiple Myeloma primary myeloma cells of 131 patients, 10 human myeloma cell lines, bone marrow stromal cells of 5 myeloma patients, bone marrow CD3 cells of 5 myeloma patients, bone marrow CD14 cells of 5 myeloma patients, bone marrow CD15 cells of 5 myeloma patients, in vitro generated osteoclastic cells of 7 myeloma patients, 7 normal plasmablasts and 6 normal memory B cells.
Project description:Genome wide expression profiling of human NK cells stimulated with K562 erythroleukemic tumor cells after four hours of NK-tumor co-culture. Responding NK cells were compared to non-responding NK cells, delineated by display of CD107 on the NK cell surface following cytotoxic granule release. We hypothesized that tumor responses would initiate rapid changes in gene expression in the NK cell that would identify new features of the anti-tumor response of NK cells. Results identify NK cell activation responses and induction of TNF superfamily molecules with immunoregulatory activity. Human peripheral blood NK cells were co-cultured with tumor target cell line K562 for 4 hours with GolgiStop (brefeldin) then stained for granule exocytosis marker CD107a / CD107b, and NK cell markers then FACS sorted for responding NK cells (CD107+) and non-responding NK cells (CD107-). Pooled donor sample comprised NK cells from 3 individuals.