Ontology highlight
ABSTRACT:
PROVIDER: PRJNA866169 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR20848472.fastq.gz | Fastqsanger.gz | |||
| SRR20848473.fastq.gz | Fastqsanger.gz | |||
| SRR20848474.fastq.gz | Fastqsanger.gz | |||
| SRR20848475.fastq.gz | Fastqsanger.gz | |||
| SRR20848476.fastq.gz | Fastqsanger.gz |
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Project description:Circulating tumor cells (CTCs) are critical in the development of distant organ tumor metastasis, and are associated with advanced cancer stage and poor patient outcome. Here, we present the first genome-wide nucleotide-level characterization of CTCs. Our single-nucleotide polymorphism (SNP) analysis in patients with melanoma involved: 1) global comparative genomic analysis of CTCs and matched regional metastases, 2) identification of key genomic aberrations in CTCs, 3) verification of these target genes in aggressive distant tumor metastases, and 4) evidence of selective expression and functional consequence of CTC-associated genes in melanomas. We report 131 aberrant loci in CTCs that are potentially pro-metastatic, and show that such expression of a 5-marker gene panel (CSMD2, CNTNAP5, FLJ14051, ADAM6, TRPM2) in melanomas confers prognostic utility. Successful treatment of melanoma requires understanding of the metastatic process and identification of patients with tumors most likely to develop aggressive metastatic disease. Melanomas are heterogeneous, and CTCs have long been recognized as vehicles for cancer spread, representing particularly aggressive tumor clones that can evolve into successful clinical metastases. Elucidation of genomic aberrations in CTCs will aid in the development of prognostic biomarkers and therapeutic strategies to target CTCs to prevent or control distant cancer spread. This study provides the first detailed genomic confirmation of the close relation between CTCs and tumor metastases, and illustrates how CTCs can be utilized as a novel approach and rational source for identification of pro-metastatic genes in cancer research. Three individual patient cohorts were utilized in the study. CNV and LOH loci were evaluated initially in metastatic melanoma patients (n=13) in a discovery cohort. SNP loci that harbored CNV/LOH in CTCs were then separately verified for: (a) presence in distant organ metastasis (AJCC Stage IV melanoma) (n=27), and (b) relevance to prognosis in regional melanoma metastasis (AJCC Stage III melanoma) (n=35). The first discovery patient cohort group was utilized for capture of CTCs, and consisted of peripheral blood mononuclear cell (PBMC) and tumor specimens from metastatic melanoma patients (n=13). CTC-related loci were verified in a second cohort of patients with Stage IV distant organ metastases (n=27), including 15 brain, 4 lung, and 8 gastrointestinal (bowel, liver) metastases. The third patient cohort consisted of early passage (<12) established melanoma cell lines derived from 35 regional melanoma metastases (Stage III) for evaluation of the prognostic utility of the CTC-associated aberrant loci.
2014-07-01 | E-GEOD-43934 | biostudies-arrayexpress
Project description:Melanoma brain metastasis (MBM) is linked to dismal prognosis, low overall survival, and is detected in up to 80% of patients at autopsy. Circulating tumor cells (CTCs) are the smallest functional units of cancer and precursors of fatal metastasis. We previously employed an unbiased multilevel approach to discover a unique ribosomal protein large/small subunits (RPL/RPS) CTC gene signature associated with MBM. Here, we hypothesized that CTC-driven MBM secondary metastasis (?metastasis of metastasis? per clinical scenarios), has targeted organ specificity for liver. We injected parallel cohorts of immunodeficient and newly-developed humanized NBSGW (HuNBSGW) mice with cells from CTC-derived MBM to identify secondary metastatic patterns. We found the presence of a melanoma brain-liver metastasis axis in humanized NBSGW mice. Further, RNA-Seq analyses of tissues showed a significant upregulation of the RPL/RPS CTC gene signature linked to metastatic spread to liver. Additional RNA-Seq of CTCs from HuNBSGW blood revealed extensive CTC clustering with human B cells in these mice. CTC:B cell clusters were also upregulated in blood of primary melanoma patients, and maintained either in CTC-driven MBM or MBM CTC-derived cells promoting liver metastasis. CTC-generated tumor tissues were interrogated at single-cell gene and protein expression levels (10x Genomics Xenium and HALO spatial biology platforms, respectively). Collectively, our findings suggest that heterotypic CTC:B cell interactions can be critical at multiple stages of metastasis. This study provides important insights for relevance of pro-metastatic CTC:B cell clusters extending from primary metastatic disease, and identifies new targets for therapies of clinical metastasis to improve patient care.
2025-01-14 | GSE280739 | GEO
Project description:The enumeration of EpCAM-positive circulating tumor cells (CTCs) has allowed clinicians to estimate the overall metastatic burden in breast cancer patients. However, a thorough understanding of CTCs associated with breast cancer brain metastasis (BCBM) is necessary for early identification and evaluation of treatment response to BCBM. In this study, we report that BCBM CTCs are enriched in a distinct sub-population of cells identifiable by their biomarker expression and mutational content. Here we report the discovery of a unique “CTC gene signature” that is distinct from primary breast cancer tissues. Further dissection of the CTC signature identified signaling pathways associated with BCBM CTCs that may play roles in potentiating BCBM.
2017-05-31 | GSE99394 | GEO
Project description:Circulating Tumour Cells (CTCs) act as tumour seeds for haematogeneous melanoma spread of melanoma. Since CTCs have been reported to be heterogeneous in melanoma, the characterisation of the different melanoma CTC subpopulations harbours biological and clinical significance. For detection of melanoma CTCs, melanoma-associated markers (i.e. MCSP, melanoma-associated chondroitin sulphate proteoglycan) have been used; however, recent studies have found that melanoma CTCs commonly express ABCB5 (ATP-binding cassette sub-family B member 5) a melanoma-initiating marker. Here, we used a genome-wide expression microarray to interrogate the transcriptome of MCSP-enriched and ABCB5-enriched CTC fraction in order to provide a better understanding of their biology and role in melanoma metastasis. Findings from this study highlited the distinct transcriptional programming of both CTC subpopulations.
2018-05-11 | GSE113166 | GEO
Project description:Melanoma is an invasive malignancy with a high frequency of blood-borne metastases, but circulating tumor cells (CTCs) have not been readily isolated. We adapted microfluidic CTC capture to a tamoxifen-driven B-RAF/PTEN mouse melanoma model. CTCs were detected in all tumor-bearing mice, rapidly declining after B-RAF inhibitor treatment. CTCs were shed early from localized tumors and a short course of B-RAF inhibition following surgical resection was sufficient to dramatically suppress distant metastases. The large number of CTCs in melanoma-bearing mice enabled comparison of RNA sequencing profiles with the matched primary tumor. A mouse melanoma CTC-derived signature correlated with invasiveness and cellular motility in human melanoma. In patients with metastatic melanoma, CTCs were detected in smaller numbers in patients with metastatic melanoma and declined with successful B-RAF targeted therapy. Together, the capture of CTCs and their molecular characterization provide insight into the hematogenous spread of melanoma.
2014-03-31 | GSE52031 | GEO
Project description:Circulating tumor cells (CTCs) are shed by cancer into the bloodstream, where a viable subset overcomes oxidative stress to initiate metastatic outgrowth. Here we show that CTCs from patients with BRAF-mutant melanoma coordinately upregulate both lipogenesis and iron homeostasis pathways. In clonally-derived cultures of melanoma CTCs these pathways are correlated with both intrinsic and acquired resistance to BRAF inhibitors. The lipogenesis regulator SREBF2 directly induces transcription of the iron carrier Transferrin (TF), reducing intracellular iron pools, reactive oxygen species (ROS) and lipid peroxidation, and conferring resistance to both BRAF inhibitors and inducers of ferroptosis. Knockdown of endogenous TF impairs tumor formation by melanoma CTCs, and their tumorigenic defects are partially rescued by the lipophilic anti-oxidants Ferrostatin-1 and Vitamin E. In a cohort of patient-derived melanoma CTCs, single cell RNA-seq identifies a subset with high lipogenic, iron metabolic and proliferative signatures, which are correlated with adverse clinical outcome, irrespective of treatment regimen. Thus, SREBF2-driven iron homeostatic pathways contribute to cancer progression, drug resistance and metastasis.
2020-11-13 | GSE157741 | GEO
Project description:Melanoma is an invasive malignancy with a high frequency of blood-borne metastases, but circulating tumor cells (CTCs) have not been readily isolated. We adapted microfluidic CTC capture to a tamoxifen-driven B-RAF/PTEN mouse melanoma model. CTCs were detected in all tumor-bearing mice, rapidly declining after B-RAF inhibitor treatment. CTCs were shed early from localized tumors and a short course of B-RAF inhibition following surgical resection was sufficient to dramatically suppress distant metastases. The large number of CTCs in melanoma-bearing mice enabled comparison of RNA sequencing profiles with the matched primary tumor. A mouse melanoma CTC-derived signature correlated with invasiveness and cellular motility in human melanoma. In patients with metastatic melanoma, CTCs were detected in smaller numbers in patients with metastatic melanoma and declined with successful B-RAF targeted therapy. Together, the capture of CTCs and their molecular characterization provide insight into the hematogenous spread of melanoma. We adapted a microfluidic platform, the HbCTC-Chip (Stott et al., 2010, Pubmed ID: 20930119), to capture melanoma CTCs derived from mouse tumors, using panels of antibodies against melanoma-specific cell surface markers, followed by staining for melanoma antigens and optimized on-chip fluorescent imaging. We used a tamoxifen inducible BRAF(CA/+)/PTEN(flox/flox) melanoma mouse model (Dankort et al., 2009, Pubmed ID: 19282848) derived from a C57BL/6 background. Such mice received focal subcutaneous injection of tamoxifen (Sigma) (50ul at 5mg/ml in 50% EtOH suspension) at the left flank at 6-7 weeks after birth. Blood samples were collected from five mice with high tumor burden following tamoxifen injection. Blood from each mouse was split and processed through the CTC-chips functionalized with anti-CSPG4/MCAM antibody and control IgGs, respectively. Matched primary (from the tamoxifen injection site) and metastatic (from upper or lower back) tumors were harvested from the same mouse and immediately flash-frozen in liquid nitrogen. RNA extraction, single molecular sequencing and determination of Digital Gene Expression was as in Yu et al., 2012 (Pubmed ID: 22763454). One of the five mice yielded no CTC or IgG data. In addition, skin was taken from a sixth mouse, which was a complete wild type C57BL/6 mouse (without the BRAF/PTEN transgenes).The skin was taken after euthanasia of the animal and was processed as the tissue from the matched primary and metastatic tumors.
2014-03-31 | E-GEOD-52031 | biostudies-arrayexpress
Project description:Circulating tumor cells (CTCs) are critical in the development of distant organ tumor metastasis, and are associated with advanced cancer stage and poor patient outcome. Here, we present the first genome-wide nucleotide-level characterization of CTCs. Our single-nucleotide polymorphism (SNP) analysis in patients with melanoma involved: 1) global comparative genomic analysis of CTCs and matched regional metastases, 2) identification of key genomic aberrations in CTCs, 3) verification of these target genes in aggressive distant tumor metastases, and 4) evidence of selective expression and functional consequence of CTC-associated genes in melanomas. We report 131 aberrant loci in CTCs that are potentially pro-metastatic, and show that such expression of a 5-marker gene panel (CSMD2, CNTNAP5, FLJ14051, ADAM6, TRPM2) in melanomas confers prognostic utility. Successful treatment of melanoma requires understanding of the metastatic process and identification of patients with tumors most likely to develop aggressive metastatic disease. Melanomas are heterogeneous, and CTCs have long been recognized as vehicles for cancer spread, representing particularly aggressive tumor clones that can evolve into successful clinical metastases. Elucidation of genomic aberrations in CTCs will aid in the development of prognostic biomarkers and therapeutic strategies to target CTCs to prevent or control distant cancer spread. This study provides the first detailed genomic confirmation of the close relation between CTCs and tumor metastases, and illustrates how CTCs can be utilized as a novel approach and rational source for identification of pro-metastatic genes in cancer research.
2014-07-01 | GSE43934 | GEO
Project description:Gene Signature for Aggression of Melanoma Metastases - Melanoma Metastasis
| PRJNA101453 | ENA
Project description:We established a model of human melanoma metastasis to identify differentially expressed genes in brain metastasis, compared to cutaneous melanoma from which they were developed. Such genes may control brain metastasis. The identification and characterization of these genes would advance the understanding of the metastatic process and may lead to new diagnostics and therapeutic approach. Brain metastases occur in almost 40% of melanoma patients. The median survival of such patients does not exceed a few months. Very little information is available on mechanisms underlying the progression of melanoma towards brain metastasis. The function, and significance of the various factors involved in melanoma progression must be deciphered using relevant models. Currently, most human melanoma brain metastasis models consist of xenografted cells inoculated into immune-deficient mice mainly by intracarotid or intra-cardiac administration. We generated a reproducible melanoma brain metastasis model, consisting of brain-metastasizing variants and local, sub-dermal variants that originate from the same melanomas thus sharing a common genetic background. The brain metastasizing variants were obtained by intra-cardiac inoculation. One of the brain metastasizing variants when inoculated sub-dermally yielded spontaneous brain dormant micrometastasis. Cells from the spontaneous brain micrometastasis when removed from the brain microenvironment proliferate very well in vitro and generate tumors in the skin being the orthotopic organ site. The brain metastasis and micro-metastasis cells expressed higher levels of ANGPTL4, COX-2, MMP1, MMP2 and PRAME and lower levels of CLDN1, CYR61 and IL-6R than the cutaneous variants. These gene products may be involved in melanoma brain metastasis and may serve as novel brain metastasis biomarkers and targets for therapy. 8 Samples (arrays) were analyzed. We generated pairwise comparisons between cutaneous and brain metastatic variants of the same genetic background, using Partek Genomics Suite, in the three melanoma models. Genes with pM-bM-^IM-$5% and a fold-change difference of M-bM-^IM-%1.25 or <-1.25 were selected.
2011-03-17 | E-GEOD-27980 | biostudies-arrayexpress