A study for intratumoral heterogeneity of glioblastoma
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE325992 | GEO | 2026/03/27
REPOSITORIES: GEO
Similar Datasets
Project description:Copy number analyses of regionally separated intratumoral biopsies of prostate cancers. Intratumoral heterogeneity (ITH) leads to regional biases of the mutational landscape in a single tumor and may influence the single biopsy-based clinical diagnosis and treatment decision. To evaluate the extent of ITH in unifocal prostate cancers (PCAs) that had not been sought, we analyzed multiple regional biopsies from three PCAs using DNA copy number analyses. DNA copy number showed ITH including regional biases in the presentation of a well-known driver of TMPRSS2-ERG fusion. Our analyses identified a substantial level of genetic ITH in unifocal PCAs at the genomic levels, which should be taken into account for the curation of biomarkers in the clinical setting. Four intratumoral biopsies were obtained per tumor for three prostate cancers. Radical prostatectomy tissue from three patients with prostate cancers were obtained. Board-certified pathologists reviewed the hematoxylin&eosin stained sections and identified tumor-rich regions (> 80% purity). We selected four different areas for biopsy that were at least 5mm apart and were comprised of the most common Gleason pattern (the most common histologic patterns with minimal histologic differences). Copy number profiling was performed using Agilent 180K platform according to the manufacturer's protocol.
2014-01-18 | E-GEOD-54185 | biostudies-arrayexpress
Project description:Copy number analyses of regionally separated intratumoral biopsies of prostate cancers. Intratumoral heterogeneity (ITH) leads to regional biases of the mutational landscape in a single tumor and may influence the single biopsy-based clinical diagnosis and treatment decision. To evaluate the extent of ITH in unifocal prostate cancers (PCAs) that had not been sought, we analyzed multiple regional biopsies from three PCAs using DNA copy number analyses. DNA copy number showed ITH including regional biases in the presentation of a well-known driver of TMPRSS2-ERG fusion. Our analyses identified a substantial level of genetic ITH in unifocal PCAs at the genomic levels, which should be taken into account for the curation of biomarkers in the clinical setting.
2014-01-18 | GSE54185 | GEO
Project description:The aim of this study was to investigate the effect of VEGF targeted therapy (sunitinib) on intratumoral heterogeneity (ITH) in metastatic clear cell renal cancer (mRCC). 138 samples from patients with clear cell renal cell carcinoma, including biological replicates of nephrectomy samples. RNA extracted fresh frozen tissue samples.
2015-05-25 | E-GEOD-65615 | biostudies-arrayexpress
Project description:The aim of this study was to investigate the effect of VEGF targeted therapy (sunitinib) on intratumoral heterogeneity (ITH) in metastatic clear cell renal cancer (mRCC). To explore ITH in detail, multiple tumor samples were taken from the primary renal tumors of mRCC patients who were sunitinib treated (n=23) or untreated (n=23). ITH of pathological grade, DNA (using array-based comparative genomic hybridisation), RNA (Illumina Beadarray) and protein (reverse phase protein array) were evaluated. Tumor grade heterogeneity was greater in treated compared to untreated tumors (P=0.002). Unsupervised and supervised analysis, for renal cancer driver, hypoxia and stromal gene signatures, was then performed. In untreated patient tumor samples, significant ITH occurred in chromosomal aberrations, RNA and protein expression, with clustering of DNA and RNA correlating for individual patients. In unsupervised analysis sunitinib therapy was not associated with increased ITH in DNA or RNA. However there was an increase in ITH for the driver mutation and hypoxia gene signatures (DNA and RNA) as well as increasing variability of protein expression with treatment (p<0.05). Despite this variability, significant chromosomal and RNA changes to targets of sunitinib, such as VHL, PBRM1 and CAIX, occurred in the treated samples. Together these findings suggest that sunitinib treatment has significant effects on the expression and ITH of key tumor and treatment specific genes. The results do not support the hypothesis that resistant clones are selected and predominate after initiation of targeted therapy; instead it appears that an initial clonal diversification occurs, supporting the hypothesis of polyclonal drug resistance. 128 samples from patients with clear cell renal cell carcinoma, including biological replicates of nephrectomy samples. Source of samples includes both biopsy and nephrectomy. DNA extracted from FFPE and fresh frozen tissue samples.
2015-05-25 | E-GEOD-67818 | biostudies-arrayexpress
Project description:The aim of this study was to investigate the effect of VEGF targeted therapy (sunitinib) on intratumoral heterogeneity (ITH) in metastatic clear cell renal cancer (mRCC).
2015-05-25 | GSE65615 | GEO
Project description:The aim of this study was to investigate the effect of VEGF targeted therapy (sunitinib) on intratumoral heterogeneity (ITH) in metastatic clear cell renal cancer (mRCC). To explore ITH in detail, multiple tumor samples were taken from the primary renal tumors of mRCC patients who were sunitinib treated (n=23) or untreated (n=23). ITH of pathological grade, DNA (using array-based comparative genomic hybridisation), RNA (Illumina Beadarray) and protein (reverse phase protein array) were evaluated. Tumor grade heterogeneity was greater in treated compared to untreated tumors (P=0.002). Unsupervised and supervised analysis, for renal cancer driver, hypoxia and stromal gene signatures, was then performed. In untreated patient tumor samples, significant ITH occurred in chromosomal aberrations, RNA and protein expression, with clustering of DNA and RNA correlating for individual patients. In unsupervised analysis sunitinib therapy was not associated with increased ITH in DNA or RNA. However there was an increase in ITH for the driver mutation and hypoxia gene signatures (DNA and RNA) as well as increasing variability of protein expression with treatment (p<0.05). Despite this variability, significant chromosomal and RNA changes to targets of sunitinib, such as VHL, PBRM1 and CAIX, occurred in the treated samples. Together these findings suggest that sunitinib treatment has significant effects on the expression and ITH of key tumor and treatment specific genes. The results do not support the hypothesis that resistant clones are selected and predominate after initiation of targeted therapy; instead it appears that an initial clonal diversification occurs, supporting the hypothesis of polyclonal drug resistance.
2015-05-25 | GSE67818 | GEO
Project description:Intratumoral heterogeneity in cholangiocarcinoma
| PRJEB63091 | ENA
Project description:Background: Colorectal cancer (CRC) stands as a significant contributor to cancer-related mortality globally. Approximately 90% of cancer mortality is due to distant metastasis. In the context of therapy, response rates can fluctuate significantly with approximately one-third of the patients experiencing relapse following their initial treatment. Owing to its prognostic and therapeutic implications, intratumoral heterogeneity (ITH) presents a considerable challenge in contemporary oncology. In this pre-clinical investigation, we conducted a comprehensive analysis of ITH during the progression of CRC utilizing a single-cell-based spheroid model. Methods: Single cells of the CRC cell lines from a primary colorectal adenocarcinoma (SW480) and a locoregional lymph node metastasis (SW620) were sorted via FACS and cultured into spheroids. Cell culture growth curves were evaluated via microscopy, viability assays were conducted via ATP measurement. A ‘diameter-related metabolic activity’ (DMA) was calculated using the viability and the spheroid diameter. Label-free liquid chromatography mass spectrometry (LC-MS) further assessed ITH in data-independent acquisition mode. Identifying proteins that were most differently expressed between the samples was accomplished through computation and ranking of the fold changes in protein expression data. Chemotherapy response was measured by conducting a viability assay after incubation with 5-Fluorouracil for 72 hours. Results: Single-cell-derived spheroids from both cell lines showed significant differences in morphology, spheroid size, and viability. Subsequently, significant differences in DMA, which could be correlated with aggressive tumor behavior, were observed. Downstream MS-Analysis detected a maximum of 3,954 proteins of which 1,655 were selected for further evaluation. SW620 showed higher proteomic ITH than SW480, which was mediated by distinct pathways. InSW480 cell populations, the implicated pathways comprised tumor suppressor genes, proto-oncogenes, and transcription factors, while SW620 spheroids showed activated pathways of vascularization and the Warburg effect. Furthermore, individual spheroids responded differently to 5-FU chemotherapy showing higher drug resistance in SW620 cells than in SW480 cells. Conclusion: The present study revealed a more pronounced ITH for single-cell-derived spheroids of SW620 regarding spheroid characteristics, proliferation, and proteome activity compared to SW480 spheroids. These findings suggest a prominent involvement of energy metabolism in the metastatic cascade in colorectal cancer models. Further exploration of ITH could provide an important basis for novel biomarker, for personalized tumor therapy and prediction of therapeutic response.
2026-02-02 | PXD053393 | Pride
Project description:Glioblastoma (GBM), the most common malignant tumor originating in the brain remains incurable with few treatment advances despite decades of investigation. Treatment failure is often attributed to intratumoral heterogeneity, which fosters tumor evolution and selection of resistant clones. However, intratumoral heterogeneity and tumor evolution remain poorly understood in GBM as studies are typically based on single tissue biopsies and lack spatial context. Here, we have utilized pre-operative MRI scans and intra-operative 3-D surgical neuronavigation for 10 primary IDH-WT GBM patients to acquire 103 tissue samples that represent maximal tumor diversity and are mapped by 3-D spatial coordinates. We combine insights from deconvolution of GBM transcriptomes and chromatin landscapes with single-cell analysis to assess intratumoral heterogeneity of each program at the cellular level and to distinguish neuronal, glial, and immune programs aberrantly active in tumor cells from their counterparts in normal cells. Collectively, these data provide unprecedented insight into GBM intratumoral heterogeneity and evolution from single-cell to whole-tumor 3D spatial resolution, redefining current understanding and providing a rich resource of targets for therapeutic investigation.
2024-01-18 | GSE226726 | GEO
Project description:Small cell lung cancer (SCLC) is an aggressive malignancy characterized by rapid onset of resistance to platinum chemotherapy. However, the mechanisms underlying platinum-resistance remain obscure in part due to scarcity of tissue samples, particularly from relapsed patients. Here, we generated circulating tumor cell (CTC)-derived xenograft (CDX) models from SCLC patients before or after relapse that faithfully recapitulate patient tumor genomics and platinum response. Platinum-sensitive models were relatively homogeneous, whereas transcriptomic and proteomic analyses revealed enrichment of multiple targetable pathways and intertumoral heterogeneity among resistant models. Single-cell RNAseq profiling further identified greater intratumoral heterogeneity (ITH) associated with platinum-resistance. This included a population of DLL3low cells in resistant CDX models that demonstrated greater chemoresistance, suggesting that subtle shifts in the proportion of DLL3-expressing cells could impact response. Similarly, longitudinal single-cell transcriptional profiling of CTCs from patient blood reveals emergence of molecular markers of resistance and significantly greater ITH after disease relapse. Together, these data suggest that platinum-resistance involves a heterogeneous process of transcriptional fluidity with contributions from both preexisting cellular subpopulations and outgrowth of resistant populations, yielding a diverse cellular composition refractory to single-agent therapeutics.
2020-02-12 | GSE138418 | GEO