Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Profiling cancer cells during early metastasis identifies targetable subpopulations [cell line scRNA-seq]

ABSTRACT: Profiling tumors at single-cell resolution provides an opportunity to understand complexities underpinning lymph-node metastases in head and neck squamous-cell carcinoma. Single-cell RNAseq (scRNAseq) analysis of cancer-cell trajectories identifies a sub-population of pre-metastatic cells, driven by actionable pathways including AXL and AURK. Blocking these two proteins blunts tumor invasion in patient-derived cultures. This study demonstrates the importance of tumor heterogeneity analyses in identifying key vulnerabilities during early metastasis.

ORGANISM(S): Homo sapiens

PROVIDER: GSE225331 | GEO | 2023/02/17

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

scRNA-seq of cancer and CD8+ cells during early metastasis identifies targetable subpopulations and immune evasion mechanisms

Project description:Profiling tumors at single-cell resolution provides an opportunity to understand complexities underpinning lymph-node metastases in head and neck squamous-cell carcinoma. Single-cell RNAseq (scRNAseq) analysis of cancer-cell trajectories identifies a sub-population of pre-metastatic cells, driven by actionable pathways including AXL and AURK. Blocking these two proteins blunts tumor invasion in patient-derived cultures. Furthermore, scRNAseq analyses of tumor-infiltrating CD8+ T-lymphocytes show two distinct trajectories to T-cell dysfunction, corroborated by their clonal architecture based on single-cell T-cell receptor sequencing. By determining key modulators of these trajectories, followed by validation using external datasets and functional experiments, we uncover a role for SOX4 in mediating T-cell exhaustion. Finally, interactome-analyses between pre-metastatic tumor-cells and CD8+ T-lymphocytes uncover a putative role for the Midkine pathway in immune-modulation and this is confirmed by scRNAseq of tumors from humanized mice. Aside from specific findings, this study demonstrates the importance of tumor heterogeneity analyses in identifying key vulnerabilities during early metastasis.

2023-02-17 | GSE225170 | GEO

scRNA-seq of cancer and CD8+ cells during early metastasis identifies targetable subpopulations and immune evasion mechanisms

Project description:Profiling tumors at single-cell resolution provides an opportunity to understand complexities underpinning lymph-node metastases in head and neck squamous-cell carcinoma. Single-cell RNAseq (scRNAseq) analysis of cancer-cell trajectories identified a sub-population of pre-metastatic cells, driven by actionable pathways including AXL and AURK. Blocking these two proteins blunted tumor invasion in patient-derived cultures. Furthermore, scRNAseq analyses of tumor-infiltrating CD8+ T-lymphocytes showed two distinct trajectories to T-cell dysfunction, corroborated by their clonal architecture based on single-cell T-cell receptor sequencing. By determining key modulators of these trajectories, followed by validation using external datasets and functional experiments, we uncovered a novel role for SOX4 in mediating T-cell exhaustion. Finally, interactome-analyses between pre-metastatic tumor-cells and CD8+ T-lymphocytes uncovered a putative role for the Midkine pathway in immune-modulation; this was confirmed by scRNAseq of tumors from humanized mice. Aside from specific findings, this study demonstrates the importance of tumor heterogeneity analyses in identifying key vulnerabilities during early metastasis.

2023-02-17 | GSE188737 | GEO

Transcriptional Profiling of Leiomyosarcoma Cell Lines

Project description:Leiomyosarcoma (LMS) is a mesenchymal neoplasm with complex copy number alterations and characteristic loss of tumor suppressor genes without known recurrent activating oncogenic mutations. Clinical management of advanced LMS relies on cytotoxic chemotherapy and complementary palliative approaches, and research efforts to date have had limited success identifying clinically actionable biomarkers or targeted therapeutic vulnerabilities. To explore the distinctive biological underpinning of LMS, we evaluated gene expression patterns of LMS cell lines and correlated results with primary tumor samples.

2020-01-22 | GSE143968 | GEO

Development of resistance to type II JAK2 inhibition in MPN depends on AXL kinase and is targetable

Project description:Purpose: Myeloproliferative neoplasms (MPN) dysregulate JAK2 signaling. Since clinical JAK2 inhibitors have limited disease-modifying effects, type II JAK2 inhibitors such as CHZ868 stabilizing inactive JAK2 and reducing MPN clones, gain interest. We studied whether MPN cells escape from type ll inhibition.Methods: MPN cells were continuously exposed to CHZ868. We used phosphoproteomic analyses and ATAC-/RNA-sequencing to characterize acquired resistance to type II JAK2 inhibition, and targeted candidate mediators in MPN cells and mice.Results: MPN cells showed increased IC50 and reduced apoptosis upon CHZ868 reflecting acquired resistance to JAK2 inhibition. Among >2500 differential phospho-sites, MAPK pathway activation was most prominent, while JAK2-STAT3/5 remained suppressed. Altered histone occupancy promoting AP-1/GATA binding motif exposure associated with upregulated AXL kinase and enriched RAS target gene profiles. AXL knockdown resensitized MPN cells and combined JAK2/AXL inhibition using bemcentinib or gilteritinib reduced IC50 to levels of sensitive cells. While resistant cells induced tumor growth in NSG mice despite JAK2 inhibition, JAK2/AXL inhibition largely prevented tumor progression. Since inhibitors of MAPK pathway kinases such as MEK are clinically used in other malignancies, we evaluated JAK2/MAPK inhibition with trametinib to interfere with AXL-MAPK-induced resistance. Tumor growth was halted similarly to JAK2/AXL inhibition and in a systemic cell line-derived mouse model, marrow infiltration was decreased supporting dependency on AXL-MAPK.Conclusions: We report on a novel mechanism of AXL-MAPK-driven escape from type II JAK2 inhibition, which is targetable at different nodes. This highlights AXL as mediator of acquired resistance warranting inhibition to enhance sustainability of JAK2 inhibition in MPN

2023-11-07 | PXD039419 | Pride

Differentially expressed genes between the bone metastatic subpopulations and lung metastatic subpopulations of lung adenocarcinoma

Project description:To define the molecular underpinning of LUAD bone metastasis, we performed high-throughput transcriptome sequencing (RNA-seq) using total RNA from LuM and BoM cell subpopulations. Afterwards, differentially expressed genes were used for further analysis.

2024-06-30 | GSE249364 | GEO

Targetable vulnerabilities in T- and NK-cell lymphomas identified through preclinical models

Project description:We report the expression profiles of 21 T- and NK-cell lymphomas to provide a platform for further investigation of targetable vulnerabilities in diseases represented by these cell lines

2019-04-12 | GSE114085 | GEO

RNA-seq of MDA-MB-231 siCt and siAXL

Project description:Triple-Negative breast cancer (TNBC) is an aggressive subtype of breast cancer that is associated with poor prognosis due to its propensity to form metastases. Unfortunately, the current treatment options are limited to chemotherapy such that identification of actionable targets are needed. The receptor tyrosine kinase AXL plays a role in the tumor cell dissemination and its expression in TNBC correlates with poor patients? survival. Here, we explored whether exploiting an AXL knockdown gene signature in TNBC cells may offer an opportunity for drug repurposing. To this end, we queried the PharmacoGx pharmacogenomics platform with an AXL gene signature which revealed Phenothiazines, a class of Dopamine Receptors antagonists (Thioridazine, Fluphenazine and Trifluoperazine) typically used as anti-psychotics. We next tested if drugs may be active to limit growth and metastatic progression of TNBC cells, similarly to AXL depletion. We found that the Phenothiazines were able to reduce cel l invasion, proliferation and viability, and also increased apoptosis of TNBC cells in vitro. Mechanistically, these drugs did not affect AXL activity but instead reduced PI3K/AKT/mTOR and ERK signaling. When administered to mice bearing TNBC xenografts, these drugs showed were able to reduce tumor growth and metastatic burden. Collectively, these results suggest that these antipsychotics are novel anti-tumor and anti-metastatic agents that could potentially be repurposed, in combination with standard chemotherapy, for use in TNBC.

2019-04-01 | GSE120268 | GEO

Targeting AXL Kinase Uniquely Sensitizes Therapy-Insensitive Leukemic Stem and Progenitor Cells to Venetoclax Treatment in Acute Myeloid Leukemia

Project description:The abundance of genetic abnormalities and phenotypic heterogeneities in AML pose significant challenges to developing improved treatments. Here we demonstrated that a key GAS6/AXL axis is highly activated in AML patient cells, particularly in leukemic stem cells. We developed a potent, selective AXL inhibitor that has excellent pharmaceutical properties and efficacy against preclinical patient-derived xenotransplantation models of AML. Importantly, inhibition of AXL sensitized AML stem/progenitor cells to venetoclax treatment, with strong synergistic effects in vitro and in vivo. Mechanistically, single-cell RNA-sequencing and functional validation studies uncovered that AXL inhibition or in combination with venetoclax potentially targets intrinsic metabolic vulnerabilities of AML stem/progenitor cells, which shows a distinct transcriptomic profile and inhibits mitochondrial oxidative phosphorylation. These findings have direct translational impact on the treatment of AML and other cancers with high AXL activity.

| EGAS00001004663 | EGA

Clinical drug response and proteotype profiling elucidates targetable vulnerabilities of myelofibrosis

Project description:Myelofibrosis (MF) is a hematopoietic stem cell disorder belonging to the myeloproliferative neoplasms. MF patients frequently carry driver mutations in JAK2 and Calreticulin (CALR) and have limited therapeutic options. Here, we integrate ex vivo drug response and proteotype analyses across MF patient cohorts to discover targetable vulnerabilities and associated therapeutic strategies. Drug sensitivities of mutated and progenitor cells were measured in patient blood using high-content imaging and single-cell deep learning-based analyses. Integration with matched molecular profiling revealed three therapeutic vulnerabilities. First, CALR mutations drive BET and HDAC inhibitor sensitivity, particularly in the absence of high MAPK-Ras pathway protein levels. Second, an MCM complex-high proliferative signature corresponds to advanced disease and sensitivity to drugs targeting pro-survival signaling and DNA replication. Third, homozygous CALR mutations result in high ER stress, responding to ER stressors and UPR inhibition. Overall, our integrated analyses provide a molecularly-motivated roadmap for individualized MF patient treatment.

2023-10-12 | PXD036075 | Pride

Splicing targeting approaches highlight actionable vulnerabilities in advanced prostate cancer [22Rv1]

Project description:Splicing targeting approaches highlight actionable vulnerabilities in advanced prostate cancer [22Rv1]

| PRJNA982834 | ENA