Unknown,Transcriptomics,Genomics,Proteomics

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MRNA profiling and clinical outcomes in human osteosarcoma (biopsies)

ABSTRACT: Osteosarcoma is a malignancy with variable outcomes that are not tightly aligned with chemotherapy response. Previous work has suggested a possible role for microRNAs (miRNAs) in determining the susceptibility of osteosarcomas to treatment but formal miRNA-based outcome models have not been reported. Formalin-fixed, paraffin-embedded (FFPE) specimens may be a unique approach for such studies in a rare malignancy. We used supervised principal components analysis and logistic regression to study survival and chemoresponse endpoints, and miRNA activity and gene set analysis algorithms to study miRNA regulatory networks using mRNA data. Our study also creates a paradigm for FFPE-based miRNA clinical biomarker research in rare tumors. 37 unique diagnostic biopsy specimens were profiled. Samples with paired surgical resection specimens (not included in this submission) are denoted in the Sample 'characteristics' field.

ORGANISM(S): Homo sapiens

SUBMITTER: Katherine Hill

PROVIDER: E-GEOD-39055 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Aims: We explore the role of elevated O2-:H2O2 ratio as a prosurvival signal in glioma-propagating cells (GPCs). We hypothesize that depleting this ratio sensitizes GPCs to apoptotic triggers. Results: We observed that elevated O2-:H2O2 ratio conferred enhanced resistance in GPCs, and depletion of this ratio by pharmacological and genetic methods sensitized cells to apopotic triggers. We established the ROS Index as a quantitative measure of normalized O2-:H2O2 ratio and determined its utility in predicting chemosensitivity. Importantly, mice implanted with GPCs of reduced ROS Index demonstrated extended survival. Analysis of tumor sections revealed effective targeting of CD133- and nestin-expressing neural precursors. Furthermore, we established the Connectivity Map to interrogate a gene signature derived from varied ROS Index for patterns of association with individual patient gene expression in 2 clinical databases. We showed that patients with reduced ROS Index demonstrate better survival. These data provide clinical evidence for the viability of our O2-:H2O2-mediated chemosensitivity profiles. Innovation and Conclusion: Gliomas are notoriously recurrent and highly infiltrative, and have been shown to arise from stem-like cells. We implicate elevated O2-:H2O2 ratio as a prosurvival signal in GPC self-renewal and proliferation. The ROS Index provides quantification of O2-:H2O2-mediated chemosensitivity, an advancement in a previously qualitative field. Intriguingly, glioma patients with reduced ROS Index correlate with longer survival and the Proneural molecular classification, a feature frequently associated with tumors of better prognosis. These data emphasize the feasibility of manipulating the O2-:H2O2 ratio as a therapeutic strategy. Total RNA from primary neurosphere culture of brain tumor specimens treated with DPI and DDC as well as non-treated CD133+ and CD133- fractions were compared. Specimens were obtained from 3 patients and replicate arrays were performed for all 3 neurosphere cultures.

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MRNA profiling and clinical outcomes in human osteosarcoma (biopsies)

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