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PROVIDER: PRJNA310754 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:Integrative analysis of DNA copy number, DNA methylation and gene expression in multiple myeloma reveals alterations related to relapse [DNA methylation]
| PRJNA310753 | ENA
Project description:Integrative analysis of DNA copy number, DNA methylation and gene expression in multiple myeloma reveals alterations related to relapse
| PRJNA310749 | ENA
Project description:Integrative analysis of DNA copy number, DNA methylation and gene expression in multiple myeloma reveals alterations related to relapse [gene expression]
| PRJNA310752 | ENA
Project description:Retrospective investigation of genetic background of rapid progression of multiple myeloma into extramedullary relapse. Array-CGH showed chromothripsis in chromosome 18, hyperdiploidy, structural copy-number alterations. Utilization of novel NGS leukemia-related gene custom panel revealed patholological mutation in NRAS (c.181C>A; p.Gln61Lys) or variants of unknown significance in TP53, CUX1 and POU4F1.
2017-10-31 | E-MTAB-6033 | biostudies-arrayexpress
Project description:Retrospective investigation of genetic background of rapid progression of multiple myeloma into extramedullary relapse. Array-CGH showed chromothripsis in chromosome 18, hyperdiploidy, structural copy-number alterations. Utilization of novel NGS leukemia-related gene custom panel revealed patholological mutation in NRAS (c.181C>A; p.Gln61Lys) or variants of unknown significance in TP53, CUX1 and POU4F1.
2017-10-31 | E-MTAB-6036 | biostudies-arrayexpress
Project description:Multiple myeloma (MM) remains incurable despite the introduction of novel agents and a relapsing course is observed in the majority of patients. Although the development of genomic technologies has greatly improved our understanding of MM pathogenesis, the mechanisms underlying relapse have been less investigated. In this study, an integrative analysis of DNA copy number, DNA methylation and gene expression was conducted in matched diagnosis and relapse samples from 17 MM patients. Overall, the acquisition of abnormalities at relapse was much more frequent than the lost of lesions present at diagnosis, and DNA losses were significantly more frequent at relapse than in diagnosis samples. Interestingly, copy number abnormalities involving more than 100 Mb of DNA at relapse significantly impact the gene expression of these samples, provoking a particular deregulation of IL-8 pathway. On the contrary, no relevant modifications of gene expression were observed in those samples with less than 100 Mb affected by chromosomal changes. Although different statistical approaches were used to uncover genes whose abnormal expression at relapse was regulated by DNA methylation, only two genes significantly deregulated in relapse samples (SORL1 and GLT1D1) showed a negative methylation-expression correlation. A deeper analysis demonstrated that DNA methylation was involved in regulation of SORL1 expression in MM. Finally, relevant changes in gene expression observed in relapse samples, such us downregulation of CD27 and P2RY8, were not apparently preceded by alterations in corresponding DNA. Taken together, these results showed that genomic heterogeneity, both at the DNA and RNA level, is a hallmark of MM transition from diagnosis to relapse. Please note that an a first step all analyses were carried out independently in each series, being the number of samples of 40 in methylation, 38 in SNP and 34 in expression series. In the next step, association studies were performed only in the overlapping samples, being 34 matching samples between expression and methylation and 32 samples between expression and SNP data.
2017-01-31 | GSE77539 | GEO
Project description:Multiple myeloma (MM) remains incurable despite the introduction of novel agents and a relapsing course is observed in the majority of patients. Although the development of genomic technologies has greatly improved our understanding of MM pathogenesis, the mechanisms underlying relapse have been less investigated. In this study, an integrative analysis of DNA copy number, DNA methylation and gene expression was conducted in matched diagnosis and relapse samples from 17 MM patients. Overall, the acquisition of abnormalities at relapse was much more frequent than the lost of lesions present at diagnosis, and DNA losses were significantly more frequent at relapse than in diagnosis samples. Interestingly, copy number abnormalities involving more than 100 Mb of DNA at relapse significantly impact the gene expression of these samples, provoking a particular deregulation of IL-8 pathway. On the contrary, no relevant modifications of gene expression were observed in those samples with less than 100 Mb affected by chromosomal changes. Although different statistical approaches were used to uncover genes whose abnormal expression at relapse was regulated by DNA methylation, only two genes significantly deregulated in relapse samples (SORL1 and GLT1D1) showed a negative methylation-expression correlation. A deeper analysis demonstrated that DNA methylation was involved in regulation of SORL1 expression in MM. Finally, relevant changes in gene expression observed in relapse samples, such us downregulation of CD27 and P2RY8, were not apparently preceded by alterations in corresponding DNA. Taken together, these results showed that genomic heterogeneity, both at the DNA and RNA level, is a hallmark of MM transition from diagnosis to relapse. Please note that an a first step all analyses were carried out independently in each series, being the number of samples of 40 in methylation, 38 in SNP and 34 in expression series. In the next step, association studies were performed only in the overlapping samples, being 34 matching samples between expression and methylation and 32 samples between expression and SNP data.
2017-01-31 | GSE77536 | GEO
Project description:Multiple myeloma (MM) remains incurable despite the introduction of novel agents and a relapsing course is observed in the majority of patients. Although the development of genomic technologies has greatly improved our understanding of MM pathogenesis, the mechanisms underlying relapse have been less investigated. In this study, an integrative analysis of DNA copy number, DNA methylation and gene expression was conducted in matched diagnosis and relapse samples from 17 MM patients. Overall, the acquisition of abnormalities at relapse was much more frequent than the lost of lesions present at diagnosis, and DNA losses were significantly more frequent at relapse than in diagnosis samples. Interestingly, copy number abnormalities involving more than 100 Mb of DNA at relapse significantly impact the gene expression of these samples, provoking a particular deregulation of IL-8 pathway. On the contrary, no relevant modifications of gene expression were observed in those samples with less than 100 Mb affected by chromosomal changes. Although different statistical approaches were used to uncover genes whose abnormal expression at relapse was regulated by DNA methylation, only two genes significantly deregulated in relapse samples (SORL1 and GLT1D1) showed a negative methylation-expression correlation. A deeper analysis demonstrated that DNA methylation was involved in regulation of SORL1 expression in MM. Finally, relevant changes in gene expression observed in relapse samples, such us downregulation of CD27 and P2RY8, were not apparently preceded by alterations in corresponding DNA. Taken together, these results showed that genomic heterogeneity, both at the DNA and RNA level, is a hallmark of MM transition from diagnosis to relapse. Please note that an a first step all analyses were carried out independently in each series, being the number of samples of 40 in methylation, 38 in SNP and 34 in expression series. In the next step, association studies were performed only in the overlapping samples, being 34 matching samples between expression and methylation and 32 samples between expression and SNP data.
2017-01-31 | GSE77537 | GEO
Project description:Prognostic significance of copy-number alterations in multiple myeloma
| PRJNA110893 | ENA
Project description:Purpose Despite advances and significant improvement in survival, multiple myeloma (MM) remains incurable and nearly all patients relapse after treatment. Previous studies have shown a complex spectrum of diverse genetic alterations in almost all patients, but evolution of genomic rearrangements throughout myeloma life cycle has not been investigated. Patients and Methods We performed genomic analysis integrating copy number, allele specific copy number, allele ratio calculations, breakpoint sequencing and rearrangement PCR genotyping on matched diagnosis and relapse samples from 24 MM patients either treated with proteasome inhibitor (bortezomib)-based induction regimen or conventional chemotherapeutic agents. Results All relapse samples have a clear relationship to the diagnosis clone with significant increase of copy number abnormalities (CNAs). Despite a wide diversity of CNAs acquired at relapse, regulators of NF-kB activity were targeted in 25% of the patients. Relapse-associated lesions either appeared as new acquisition or were selected from minor subpopulations at diagnosis. In one third of the patients, we found loss of abnormities containing loss of heterozygosity (LOH) providing evidence that the relapse clone derived from an ancestral clone shared with the dominant diagnosis clone. Remarkably, re-emergence of ancestral clones was almost exclusively found in patients treated with bortezomib, attested to a remarkable adaptability of myeloma cells under targeted drug selection pressure. Conclusion These data suggest that genomic instability and clonal selection are the main forces that drive adaptive changes in MM under drug selection pressure, and they support the proposal to combine several anti-myeloma drugs upfront in order to obtain long-term remissions. [SNP genotyping] 24 myeloma patients at diagnosis and relapse examined with high resolution genome-wide chip
2013-02-13 | E-GEOD-25262 | biostudies-arrayexpress