Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Epigenetic regulation of NK cell-mediated immune response in multiple myeloma [CRISPR screening 1]

ABSTRACT: Anti-CD38 monoclonal antibodies like Daratumumab (Dara) are effective in multiple myeloma (MM); however, drug resistance ultimately occurs and the mechanisms behind this are poorly understood. Here, we performed two in vitro genome-wide CRISPR screens to systematically discover the regulators of sensitivity to Dara-mediated antibody-dependent cellular cytotoxicity (ADCC) and identified KDM6A. The loss of KDM6A led to a marked downregulation in CD38 expression by increasing H3K27me3 on the CD38 promoter, resulting in resistance to Dara-mediated ADCC. Yet, adding back CD38 did not completely rescue this phenotype. In fact, KDM6A loss also downregulated CD48, which promoted Dara resistance by inhibiting natural killer cell activity. Lowering the H3K27me3 with an EZH2 inhibitor restored sensitivity to Dara through CD38 and CD48 upregulation. These findings suggest KDM6A loss as a mechanism of Dara resistance and explore the strategy of using an EZH2 inhibitor, one of which is already FDA-approved, to improve the response to Dara in MM.

ORGANISM(S): Homo sapiens

PROVIDER: GSE228767 | GEO | 2024/01/23

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Epigenetic regulation of NK cell-mediated immune response in multiple myeloma [CRISPR screening 2]

Project description:Anti-CD38 monoclonal antibodies like Daratumumab (Dara) are effective in multiple myeloma (MM); however, drug resistance ultimately occurs and the mechanisms behind this are poorly understood. Here, we performed two in vitro genome-wide CRISPR screens to systematically discover the regulators of sensitivity to Dara-mediated antibody-dependent cellular cytotoxicity (ADCC) and identified KDM6A. The loss of KDM6A led to a marked downregulation in CD38 expression by increasing H3K27me3 on the CD38 promoter, resulting in resistance to Dara-mediated ADCC. Yet, adding back CD38 did not completely rescue this phenotype. In fact, KDM6A loss also downregulated CD48, which promoted Dara resistance by inhibiting natural killer cell activity. Lowering the H3K27me3 with an EZH2 inhibitor restored sensitivity to Dara through CD38 and CD48 upregulation. These findings suggest KDM6A loss as a mechanism of Dara resistance and explore the strategy of using an EZH2 inhibitor, one of which is already FDA-approved, to improve the response to Dara in MM.

2024-01-23 | GSE228770 | GEO

Epigenetic regulation of NK cell-mediated immune response in multiple myeloma [RNA-Seq]

2024-01-23 | GSE228769 | GEO

Epigenetic regulation of NK cell-mediated immune response in multiple myeloma [ATAC-Seq]

2024-01-23 | GSE228766 | GEO

Epigenetic regulation of NK cell-mediated immune response in multiple myeloma [ChIP-Seq]

2024-01-23 | GSE228768 | GEO

Memory-like natural killer cells facilitate effector functions of daratumumab in multiple myeloma

Project description:Natural killer (NK) cells support the anti-myeloma activity of daratumumab via antibody-dependent cellular cytotoxicity (ADCC) in multiple myeloma (MM). However, the different roles of heterogeneous NK cell subpopulations have not been elucidated in MM. Here, we delineate memory-like NK cells in the bone marrow (BM) of newly diagnosed MM (NDMM) patients using single-cell RNA sequencing, and further characterize their distinct immunophenotypic features and functions by multicolor flow cytometry. Memory-like NK cells exert robust daratumumab-mediated effector functions ex vivo, including cytokine production and degranulation, compared to conventional NK cells. The composition of memory-like NK cells in BM determines the daratumumab-mediated ex vivo functional activity of BM NK cells in NDMM patients. Unlike conventional NK cells, sorted memory-like NK cells from the BM of NDMM patients exert substantial cytotoxic activity against myeloma cells in the presence of daratumumab. Our findings indicate that memory-like NK cells are an important mediator of daratumumab-dependent effector functions in MM and support direct future efforts to better predict and improve the clinical efficacy of therapeutic antibodies by selectively employing memory-like NK cells.

2021-08-01 | GSE155795 | GEO

Functional multi-omics reveals genetic and pharmacologic regulation of surface CD38 in multiple myeloma

Project description:CD38 is a surface ectoenzyme expressed at high levels on myeloma plasma cells and is the target for the monoclonal antibodies (mAbs) daratumumab and isatuximab. CD38 density on tumor cells is an important determinant of mAb efficacy while CD38 is lost after mAb treatment. Several small molecules have been found to increase tumor surface CD38, with the goal of boosting mAb efficacy in a co-treatment strategy. Here we sought to extend our currently limited insight into CD38 surface expression by using a multi-omics approach. Genome-wide CRISPR-interference screens integrated with patient-centered epigenetic analysis confirmed known regulators of CD38, such as RARA, while revealing XBP1 and SPI1 as other key transcription factors governing surface CD38 levels. CD38 knockdown followed by cell surface proteomics demonstrated no significant remodeling of the myeloma “surfaceome” after genetically-induced loss of this antigen. Integrated transcriptome and surface proteome data confirmed high specificity of all-trans retinoic acid in upregulating CD38 in contrast to broader effects of azacytidine and panobinostat. Finally, unbiased phosphoproteomics identified inhibition of MAP kinase pathway signaling in tumor cells after daratumumab treatment. Our work provides a resource to design strategies to enhance efficacy of CD38-targeting immunotherapies in myeloma.

2021-07-29 | PXD027594 | Pride

Transcriptomic analysis of natural killer (NK) cells after co-culture with RPMI 8226 multiple myleoma cell line in the presence or absence of peripheral blood lymphocytes

Project description:Isatuximab is an IgG1 antibody that recognizes CD38 molecule on the surface of MM plasma cells and induces, among others, NK cell-mediated antibody-dependent cell-mediated cytotoxicity (ADCC). In this study we sough to unveil the effect of anti-CD38 antibody on NK cells We used microarrays to detail the global programme of gene expression underlying the differences among NK cells co-cultured with RPMI 8226 cells in the presence or absence of anti-CD38 antibody

2021-11-02 | GSE122169 | GEO

Targeting CD38 with Daratumumab in refractory Systemic Lupus Erythematosus

Project description:Single cell transcriptome and TCR sequencing of FACS-sorted memory T cells in one patient under treatment with the anti CD38-antibody Daratumumab. The patient received Daratumumab at days 0, 7, 14 and 21. Analyses were performed on day 0, 41 and 74.

2020-09-11 | GSE153765 | GEO

Epigenetic regulation of CD38/CD48 by KDM6A mediates NK cell response in multiple myeloma

Project description:Epigenetic regulation of CD38/CD48 by KDM6A mediates NK cell response in multiple myeloma

| PRJNA951444 | ENA

EZH2 protects mucosal melanoma from ferroptosis via the KLF14-SLC7A11 signaling pathway (RNA-Seq)

Project description:Background: Mucosal melanoma (MM) is epidemiologically, biologically, and molecularly distinct from cutaneous melanoma. Current treatment strategies have failed to significantly improve the prognosis for MM patients. This study aims to identify therapeutic targets and develop combination strategies by investigating the mechanisms underlying the tumorigenesis and progression of MM. Methods: We analyzed the copy number amplification of EZH2 in 547 melanoma patients and investigated its correlation with clinical prognosis. Utilizing cell lines, organoids, and patient-derived xenograft models, we assessed the impact of EZH2 on cell proliferation and sensitivity to ferroptosis. Further, we explored the mechanisms of ferroptosis resistance associated with EZH2 by conducting RNA sequencing and chromatin immunoprecipitation sequencing. Results: EZH2 copy number amplification was closely associated with malignant phenotype and poor prognosis in MM patients. EZH2 was essential for MM cell proliferation in vitro and in vivo. Moreover, genetic perturbation of EZH2 rendered MM cells sensitized to ferroptosis. Combination treatment of EZH2 inhibitor with ferroptosis inducer significantly inhibited the growth of MM. Mechanistically, EZH2 inhibited the expression of KLF14, which binds to the promoter of SLC7A11 to repress its transcription. Loss of EZH2 therefore reduced the expression of SLC7A11, leading to reduced intracellular SLC7A11-dependent glutathione synthesis to promote ferroptosis. Conclusion: Our findings not only establish EZH2 as a biomarker for MM prognosis, but also highlight the EZH2-KLF14-SLC7A11 axis as a potential target for MM treatment.

2024-06-20 | GSE269789 | GEO

OmicsDI is part of the ELIXIR infrastructure

OmicsDI is an Elixir interoperability service. Learn more ›

Tweets

OmicsDI Databases

PRIDE
PeptideAtlas
MassIVE
JPOST Repository
Physiome Model Repository

EGA
EVA
ENA
LINCS
PAXDB
Cell Collective

MetaboLights
Metabolomics Workbench
MetabolomeExpress
GNPS
BioModels
FAIRDOMHub

ArrayExpress
dbGaP
ExpressionAtlas
GEO
NODE

Information

Databases
Help
API
Contact us
Code on GitHub
Terms of use
Submit Data