Project description:To investigate ferroptosis-dependent changes in DNA methylation, a genome wide DNA methylation profiling of ferroptotic (RSL3-treated) multiple myeloma cells (MM1S & MM1R) was performed using the 850K MethylationEPIC BeadChip Array. The ferroptotic DNA methylation signature was compared to myeloma cells pre-treated with the ferroptosis inhibitor ferrostatin-1 (FRSL3), which served as a negative control. In total, three biological replicates per treatment per cell line were included.
Project description:We performed genome-wide DNA methylation profiling of KMS11, MM.1S, and RPMI8226 multiple myeloma cell lines to identify methylation changes distinct to each cell line Three multiple myeloma cell lines (KMS11, MM.1S, and RPMI8226) with two replicates each
Project description:We performed genome-wide DNA methylation profiling of KMS11, MM.1S, and RPMI8226 multiple myeloma cell lines to identify methylation changes distinct to each cell line
Project description:Methylation data on 442 multiple myeloma patients. Multiple myeloma cells from patient bone marrow aspirates were obtained at diagnosis and purified (>95%) using immune-magnetic CD138-cell sorting. RNA and DNA were extracted using RNA/DNA mini kit or Allprep kits (QIAGEN) according to manufacturers’ instructions. The EZ DNA Methylation kit (Zymo Research) was used for bisulfite conversion of genomic DNA. Tumor DNA methylation was profiled using Illumina Infinium HumanMethylation450 (450k).
Project description:Genome wide DNA methylation profiling of bone marrow-derived mesenchymal stromal cells from healthy donors (n=11), monoclonal gammopathy of undetermined significance (MGUS) (n=10), smoldering myeloma (SMM) (n=8), multiple myeloma (MM) (n=9) patients, and healthy donors exposed to the MM.1S cell line (n=3). The Illumina Infinium MethylationEPIC Beadchip was used to obtain DNA methylation profiles across approximately 850,000 CpGs in this cell type.
Project description:Genome wide DNA methylation profiling of bone marrow-derived mesenchymal stromal cells from healthy donors (n=11), monoclonal gammopathy of undetermined significance (MGUS) (n=10), smoldering myeloma (SMM) (n=8), multiple myeloma (MM) (n=9) patients, and healthy donors exposed to the MM.1S cell line (n=3). The Illumina Infinium MethylationEPIC Beadchip was used to obtain DNA methylation profiles across approximately 850,000 CpGs in this cell type.
Project description:We have used genome-wide methylation microarrays to analyze differences in CpG methylation patterns in cells relevant to the pathogenesis of myeloma plasma cells, including B cells, normal plasma cells, MGUS, presentation myeloma, and plasma cell leukemia (PCL). We show that methylation patterns in these cell types are capable of distinguishing non-malignant from malignant cells and that the main reason for this difference is hypomethylation of the genome at the transition from MGUS to presentation myeloma. In addition, gene-specific hypermethylation was evident at the myeloma stage. Differential methylation was also evident at the transition from myeloma to PCL with re-methylation of the genome, specifically of genes involved in cell-cell signaling and cell adhesion, which may contribute to independence from the bone marrow microenvironment. There was a high degree of methylation variability within presentation myeloma samples and this was associated with the cytogenetic differences between samples. More specifically, we found that methylation subgroups were defined by translocations and hyperdiploidy, with t(4;14) myeloma having the largest impact on DNA methylation. Two groups of hyperdiploid samples were identified, based on unsupervised clustering, which had an impact on overall survival. Overall, DNA methylation has a large impact on disease progression and on myeloma cytogenetic subgroups. Bone marrow aspirates were obtained after informed consent. B cells (n=6) from normal individuals were selected from peripheral blood using CD19. Plasma cells (PC) from non-myeloma patients (normal plasma cell controls, n=3) as well as MGUS (n=4) and presentation myeloma patients (n=161) were selected to a purity of >90% using CD138 microbeads and magnet-assisted cell sorting (Miltenyi Biotech, Bisley, UK). Samples from PCL patients (n=7) were not CD138 selected but contained >90% plasma cell infiltration as determined by microscopy. In order to achieve a sufficient quantity of DNA some normal plasma cell control samples were pooled.