RNA-Sequencing Predicts a Role of Androgen Receptor and Aldehyde Dehydrogenase 1A1 in Osteosarcoma Lung Metastases
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE220538 | GEO | 2023/08/01
REPOSITORIES: GEO
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Project description:Osteosarcoma is the most common primary bone sarcoma. About 50% of patients develop metastatic disease and their 5-year survival lingers at around 20-30%. T cell checkpoint blockade immunotherapies have revolutionized cancer treatment in the last decade, but their impact remains limited in osteosarcoma. In order to reveal potentially novel immunotherapeutic strategies for advanced osteosarcoma, we conducted an immunogenomic characterization of a unique sample set comprising multiple osteosarcoma samples from seven patients, collected throughout the progression of the disease. We performed RNA-sequencing and imaging mass cytometry analysis on those samples to reveal the immunological landscape during osteosarcoma progression. Transcriptional and phenotypical hallmarks of cytotoxic T cell-driven anti-cancer immunity were enriched in metastatic lesions as compared to primary tumors. In parallel, we found a pronounced increase in the expression of cancer testis antigens, particularly MAGEA-related antigens, in osteosarcoma metastases. Their overexpression in metastatic lesions was confirmed at protein level and positive expression of MAGEA3 in primary tumors showed a significant association with metastasis free survival. Importantly, we demonstrated the presentation of MAGE-derived peptides in three osteosarcoma cell lines. These findings indicate a concurrent augmentation of cytotoxic anti-tumor immune responses and expression of MAGEA antigens from primary to metastatic osteosarcoma. This observation warrants the exploration of MAGEA antigens as potential targets for immunotherapy in the treatment of advanced osteosarcoma.
2024-02-07 | GSE237033 | GEO
Project description:RNA-Sequencing Predicts a Role of Androgen Receptor and Aldehyde Dehydrogenase 1A1 in Osteosarcoma Lung Metastases
| PRJNA910156 | ENA
Project description:High-grade osteosarcoma is a malignant primary bone tumor with a peak incidence in puberty. Overall survival of patients with metastatic disease is approximately twenty percent. Mechanisms behind the development of metastases in osteosarcoma are unknown. To identify gene signatures that play a role in metastasis, we performed genome-wide gene expression profiling on pre-chemotherapy biopsies of osteosarcoma patients who developed metastases within 5yrs and patients who did not develop metastases within 5yrs.
2011-02-11 | GSE21257 | GEO
Project description:High-grade osteosarcoma is a malignant primary bone tumor with a peak incidence in puberty. Overall survival of patients with metastatic disease is approximately twenty percent. Mechanisms behind the development of metastases in osteosarcoma are unknown. To identify gene signatures that play a role in metastasis, we performed genome-wide gene expression profiling on pre-chemotherapy biopsies of osteosarcoma patients who developed metastases within 5yrs and patients who did not develop metastases within 5yrs. Pre-chemotherapy biopsies of osteosarcoma patients who developed metastases within 5yrs (n=34) were compared with pre-chemotherapy biopsies of osteosarcoma patients who did not develop metastases within 5yrs (n=19).
2011-02-11 | E-GEOD-21257 | biostudies-arrayexpress
Project description:Purpose: The overall survival rate for metastatic osteosarcoma hovers around 20%. Responses to second-line chemotherapy, targeted therapies, and immunotherapies have demonstrated limited efficacy in metastatic osteosarcoma. Our objective is to validate differentially expressed genes and signaling pathways between non-metastatic and metastatic osteosarcoma, employing single-cell RNA sequencing (scRNA-Seq) and additional functional investigations. We aim to enhance comprehension of metastatic mechanisms and potentially unveil a therapeutic target. Methods: scRNA-Seq was performed on two primary osteosarcoma lesions (1 non-metastatic and 1 metastatic). Uniform manifold approximation and projection (UMAP) facilitated dimensionality reduction and cluster identification. Copy number variation (CNV) was predicted using InferCNV. CellChat characterized ligand-receptor-based intercellular communication networks. Differentially expressed genes underwent GO function enrichment analysis and GSEA. Validation was achieved through the GSE 52048 dataset, which identified PDGFD-PDGFRB as a common ligand-receptor pair with significant contribution. Immunohistochemistry assessed PDGFD and PDGFRB expression, while multicolor immunofluorescence and flow cytometry provided insight into spatial relationships and the tumor immune microenvironment. Kaplan-Meier survival analysis compared metastasis-free survival and overall survival between high and low levels of PDGFD and PDGFRB. Manipulation of PDGFD expression in primary osteosarcoma cells examined invasion abilities and related markers. Results: Ten clusters encompassing osteoblasts, osteoclasts, osteocytes, fibroblasts, pericytes, endothelial cells, myeloid cells, T cells, B cells, and proliferating cells were identified. Osteoblasts, osteoclasts, and osteocytes exhibited heightened CNV levels. Ligand-receptor-based communication networks exposed significant fibroblast crosstalk with other cell types, and the PDGF signaling pathway was activated in non-metastatic osteosarcoma primary lesions. These results were corroborated by the GSE 52048 dataset, confirming the prominence of PDGFD-PDGFRB as a common ligand-receptor pair. Immunohistochemistry demonstrated considerably greater PDGFD expression in non-metastatic osteosarcoma tissue and organoids, correlating with extended metastasis-free and overall survival. PDGFRB expression showed no significant variation between non-metastatic and metastatic osteosarcoma, nor strong correlations with survival times. Multicolor immunofluorescence suggested co-localization of PDGFD with PDGFRB. Flow cytometry unveiled a highly immunosuppressive microenvironment in metastatic osteosarcoma. Manipulating PDGFD expression demonstrated altered invasive abilities and marker expressions in primary osteosarcoma cells from both non-metastatic and metastatic lesions. Conclusions: scRNA-Seq illuminated the activation of the PDGF signaling pathway in primary lesions of non-metastatic osteosarcoma. PDGFD displayed an inhibitory effect on osteosarcoma metastasis, likely through the suppression of the EMT signaling pathway.
2024-05-09 | GSE250015 | GEO
Project description:The high concentration of Well5 cells was resuspended into 20μl PBS, the needle along the tibia direction, before reaching in a breakthrough sense, direct injection cells. At 7 days after injection, proximal tibia was able to reach mass production. At 20 days after injection, the proximal tibia mass increased.If prolonging exposure by BLI,this stage displayedthat tumor cell signalsbegan to lung metastasis. Osteosarcoma orthotopic lung metastasis model was successfully constructed. Total RNA was extracted from sorted osteosarcoma cells of the primary site and lung metastases using Trizol (Invitrogen). We used microarrays to detail the global programme of gene expression underlying cellularisation and identified distinct classes of up-regulated genes during osteosarcoma lung metastasis. In support of the notion that fibrosis marks the lung metastasis, the expression of numerous fibrosis-related genes such as FN1, COLs, and MMPs were upregulated from the primary site to lung metastasis in Well5-luc orthotopic inoculation model.
2016-08-13 | GSE85537 | GEO
Project description:Osteosarcoma (OS) is the most common primary bone tumour in children and young adults, and the second highest cause of cancer-related death in this age group. In spite of aggressive chemotherapy, disease-free survival has not improved significantly in the past 20 years, and 50% of patients subsequently develop fatal pulmonary metastasis. We have performed gene expression profiling of primary osteosarcoma biopsies (i) to identify prognostic markers, and (ii) to identify novel therapeutic targets. Keywords: Comaprison between disease status (metastatic vs non-metastatic) and normal
2010-08-30 | GSE9508 | GEO
Project description:SaOS2 osteosarcoma cells were cultured with or without atorvastatin (10 µM) for 6, 15 or 24h (2 biological replcates). RNA were isolated and hybridized to RNG microarrays. Background Osteosarcoma is the most common primary tumor of bone. The rapid development of metastatic lesions and resistance to chemotherapy remain major mechanisms responsible for the failure of treatments and poor survival rate for patients. Methods We previously showed that the HMGCoA reductase inhibitors statins exhibit anti-tumoral effects on osteosarcoma cells. Here, using microarray analysis, we identify cyr61/CCN1 as a new target of statins. Modulations of expression of cyr61 were performed in human and murine osteosarcoma cell lines to investigate in vitro cell viability, migratory potential and invasiveness. Cyr61 expression was evaluated in 231 tissue cores from osteosarcoma patients using tissue microarray. Tumor behavior and metastases occurence were analysed by IM injection of modified osteosarcoma cells to BALB/c mice. Results Transcriptome comparisons revealed that statins down-regulate cyr61 expression in SaOS2 cells. Cyr61 silencing in human and murine osteosarcoma cell lines enhanced cell death, but reduced cell migration and cell invasion compared to parental cells whereas cyr61 overexpression had opposite effects. Tissue microarray analysis demonstrated that cyr61 protein expression is higher in human osteosarcoma compared to normal bone tissue and is further increased in metastatic tissues. In vivo, cyr61 overexpression in osteosarcoma cells enhanced lung metastases development whereas cyr61 silencing strongly reduced metastases in mice. Conclusion The results reveal that cyr61 expression increases with tumor grade in human osteosarcoma and demonstrate that cyr61 silencing inhibits in vitro osteosarcoma cell invasion and migration as well as in vivo lung metastases in mice. These data provide a novel molecular target for therapeutic intervention in metastatic osteosarcoma.
2011-02-22 | GSE24401 | GEO
Project description:SaOS2 osteosarcoma cells were cultured with or without atorvastatin (10 µM) for 6, 15 or 24h (2 biological replcates). RNA were isolated and hybridized to RNG microarrays. Background Osteosarcoma is the most common primary tumor of bone. The rapid development of metastatic lesions and resistance to chemotherapy remain major mechanisms responsible for the failure of treatments and poor survival rate for patients. Methods We previously showed that the HMGCoA reductase inhibitors statins exhibit anti-tumoral effects on osteosarcoma cells. Here, using microarray analysis, we identify cyr61/CCN1 as a new target of statins. Modulations of expression of cyr61 were performed in human and murine osteosarcoma cell lines to investigate in vitro cell viability, migratory potential and invasiveness. Cyr61 expression was evaluated in 231 tissue cores from osteosarcoma patients using tissue microarray. Tumor behavior and metastases occurence were analysed by IM injection of modified osteosarcoma cells to BALB/c mice. Results Transcriptome comparisons revealed that statins down-regulate cyr61 expression in SaOS2 cells. Cyr61 silencing in human and murine osteosarcoma cell lines enhanced cell death, but reduced cell migration and cell invasion compared to parental cells whereas cyr61 overexpression had opposite effects. Tissue microarray analysis demonstrated that cyr61 protein expression is higher in human osteosarcoma compared to normal bone tissue and is further increased in metastatic tissues. In vivo, cyr61 overexpression in osteosarcoma cells enhanced lung metastases development whereas cyr61 silencing strongly reduced metastases in mice. Conclusion The results reveal that cyr61 expression increases with tumor grade in human osteosarcoma and demonstrate that cyr61 silencing inhibits in vitro osteosarcoma cell invasion and migration as well as in vivo lung metastases in mice. These data provide a novel molecular target for therapeutic intervention in metastatic osteosarcoma. Dye balance-experiment comparing atorvastatin versus untreated cells at 6, 15 and 24 hours using 2 biological replicates.
2011-02-22 | E-GEOD-24401 | biostudies-arrayexpress
Project description:Osteosarcoma (OS) is the most common primary bone tumour in children and young adults, and the second highest cause of cancer-related death in this age group. In spite of aggressive chemotherapy, disease-free survival has not improved significantly in the past 20 years, and 50% of patients subsequently develop fatal pulmonary metastasis. We have performed gene expression profiling of primary osteosarcoma biopsies (i) to identify prognostic markers, and (ii) to identify novel therapeutic targets. Keywords: Comaprison between disease status (metastatic vs non-metastatic) and normal Two-colour experiment. 7 samples for non-metastatic patients, 6 of which are analyzed in duplicate (dye-swaps); 11 samples for metastatic patients, 10 of which are analyzed in duplicate (dye-swaps); 5 samples of non-malignant bone analyzed individualy, no dye-swaps (i.e. 5 biological replicates).
2010-08-30 | E-GEOD-9508 | biostudies-arrayexpress