Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Gene expression of human blood Natural Killer (NK) cells directly after isolation and after manual or automated ex vivo expansion

ABSTRACT: Ex vivo activation and expansion of natural killer (NK) cells is a strategy to produce sufficient numbers of these effector cells for adoptive immunotherapy. Therefore we aimed at the development of an automated, clinical scale NK cell expansion process and compared NK cells after manual and automated expansion.We found only a small subset of 124 genes that significantly varied between both sample groups. These genes were associated with movement of leukocytes were identified including a group of genes for NK cell movement (CMKLR1, CX3CR1, S1PR5, GNLY and CXCR1) which were slightly higher expressed after automated compared to manual expansion. Nevertheless, the expansion profiles of NK cells after automated or manual expansion were rather similar in comparison to the remarkable difference between primary and expanded NK cells in general represented by the vast majority of regulated genes between the analyzed sample groups. Pathway analysis revealed that most of regulated genes upon expansion were associated with cell cycle regulation, DNA replication, DNA recombination and DNA repair, regulation of apoptosis and cell survival as well as cytokine signaling. Furthermore, the expression of many NK cell relevant markers was changed upon expansion with the strongest effects on up regulation of TRAIL and FASL, inhibitory TIGIT and chemokine receptors CCR2, CCR5 and CXCR6. In addition, granzyme M was down regulated but other important effector molecules like TNFa, perforin and granzymes A, B and K were up regulated. In summary we could show that manual and automatically expanded NK cells show a similar expansion profile while the differ significantly from primary NK cells. Up regulation of many NK cell relevant markers indicate for an enhanced NK cell functionaility after ex vivo activation and expansion. 24 samples were analyzed in total. 6 biological replicates represented by cells from different donors. 4 different samples per donor: freshly isolated NK cells (d0) and NK cells expanded for 14 days under 3 different conditions: in co-culture with EBV-LCL feeder cells and 500 U/mL IL2 either cultivated manually in T75 flasks (T) or automatically using the CliniMACS Prodigy system (P); NK cells cultured with 500 U/ml IL2 without feeder cells (I)

ORGANISM(S): Homo sapiens

SUBMITTER: Jutta Kollet

PROVIDER: E-GEOD-62654 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

ACCESS DATA

Similar Datasets

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:Our team had previously explored the potential of expanding cord blood (CB) derived γδ T cells (CB-gdT) as well as their corresponding ability to target primary acute myeloid leukemia (AML) cells. Using a feeder cell line-based in vitro expansion protocol, we achieved a clinically relevant scale expansion of γδ T cells over a period of 14 days. These cells exhibit variable degree of potency against a range of human AML cell lines and primary patient samples. In order to dissect the cellular and molecular programs governing the activation, differentiation and functional states of our in vitro expanded CB-gdT, we performed multiplex single cell sequencing analysis using the 10X Genomics Chromium System. After initial quality check and filtering, data from a total of 4,276 cells were retrieved. Among which, we identified 742 unique TCRγδ clonotypes, representing 18.6% of the starting 4,000 FACS purified γδ T cells seeded for expansion. Consistent to our FACS analysis, Vδ1 is the predominant TRD chain in the expanded cultures, accounting for 61.2% of all clones. Based on uniform manifold approximation and projection for dimension reduction (UMAP), all cells were clustered into 11 subsets. Key cytotoxic genes including GZMB, GZMA and NKG7 were all highly expressed across all clusters, indicating that the expanded cells were indeed functionally cytotoxic. Comparing against multiple curated gene sets, we have identified 3 main subsets of γδ T cells: the Proliferative, Cytotoxic γδ T cells (P-CT), Differentiated Cytotoxic γδ T cells (D-CT) and Late Activated Cytotoxic γδ T cells (LA-CT). P-CT (~46% of all cells) shows an expression profile positively associated with cell proliferation as well as increased cell surface expression of memory T cell markers CD27, CCR7 and CD62L. Similar to cytotoxic genes, genes associated with TCR signaling and interferon response were found to be expressed across all cell clusters, yet with elevated levels in D-CT and LA-CT. Furthermore, cell surface expression of different NK receptors including NKG2D, DNAM1 and NKp30 are more enriched in LA-CT compared to the other 2 subsets, suggesting the acquisition of additional NK receptor related functions in this group of cells. Consistent with the concept of progressive γδ T cell differentiation and activation in culture, we found that in 85 (11.5%) of the γδ T cell clones bearing more than 10 cells each, all clones contain cells distributed across the 3 different γδ T cell subsets. This is the first report on single cell immune profiling of in vitro expanded gdT cells derived from human CB.

Dataset Information

Gene expression of human blood Natural Killer (NK) cells directly after isolation and after manual or automated ex vivo expansion

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets