Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Single-cell atlas of human leptomeningeal metastasis

ABSTRACT: The tumor microenvironment plays a critical regulatory role in cancer progression, especially in metastases to the central nervous system. Cancer cells inhabiting the cerebrospinal spinal fluid (CSF)-filled leptomeningeal space face substantial microenvironmental challenges including inflammation and sparse extracellular iron. Unlike CSF leukocytes, we find that cancer cells within the CSF express the iron-binding protein LCN2 and its receptor SCL22A17. Employing mouse models of LM, we find that the LCN2/SLC22A17 system is necessary to support leptomeningeal cancer cell growth. We find that infiltrating CSF macrophages generate inflammatory cytokines that induce cancer cell LCN2 expression. This LCN2/SLC22A17 system provides cancer cells superior access to limiting extracellular iron, allowing LCN2-expressing cancer cells to outcompete CSF macrophages for this resource. Finally, pharmacologic interruption of these interactions prevents cancer cell growth within the leptomeninges.

ORGANISM(S): Homo sapiens

PROVIDER: GSE150660 | GEO | 2020/07/16

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Similar Datasets

Leptomeningeal metastatic cells outcompete macrophages for iron through Lipocalin-2

Project description:The tumor microenvironment plays a critical regulatory role in cancer progression, especially in metastases to the central nervous system. Cancer cells inhabiting the cerebrospinal spinal fluid (CSF)-filled leptomeningeal space face substantial microenvironmental challenges including inflammation and sparse extracellular iron. Unlike CSF leukocytes, we find that cancer cells within the CSF express the iron-binding protein LCN2 and its receptor SCL22A17. Employing mouse models of LM, we find that the LCN2/SLC22A17 system is necessary to support leptomeningeal cancer cell growth. We find that infiltrating CSF macrophages generate inflammatory cytokines that induce cancer cell LCN2 expression. This LCN2/SLC22A17 system provides cancer cells superior access to limiting extracellular iron, allowing LCN2-expressing cancer cells to outcompete CSF macrophages for this resource. Finally, pharmacologic interruption of these interactions prevents cancer cell growth within the leptomeninges.

2020-07-16 | GSE144848 | GEO

Single-cell atlas of mouse leptomeningeal immune cells

Project description:Metastasis to the cerebrospinal fluid (CSF)-filled leptomeninges, or leptomeningeal metastasis (LM), represents a fatal complication of cancer. Proteomic and transcriptomic analyses of human CSF reveal a substantial inflammatory infiltrate in LM. We find the solute and immune composition of CSF in the setting of LM changes dramatically, with notable enrichment in IFN-gamma signaling. To investigate the mechanistic relationships between immune cell signaling and cancer cells within the leptomeninges, we developed syngeneic lung, breast, and melanoma LM mouse models. We find that transgenic host mice, lacking IFN-gamma or its receptor, fail to control LM growth. Overexpression of Ifng through a targeted AAV system controls cancer cell growth independent of adaptive immunity. Instead, leptomeningeal IFN-gamma actively recruits and activates peripheral myeloid cells, generating a diverse spectrum of dendritic cell subsets. These migratory, CCR7+ dendritic cells orchestrate the influx, proliferation, and cytotoxic action of natural killer cells to control cancer cell growth in the leptomeninges. This work uncovers leptomeningeal-specific IFN-gamma signaling and suggests a novel immune-therapeutic approach against tumors within this space.

2023-03-27 | GSE221593 | GEO

Transcriptome of mouse leptomeningeal fibroblats

Project description:Meninges, or the membranous coverings of the brain and spinal cord, play host to dozens of morbid pathologies. In this study we provide a method to isolate the leptomeningeal cell layer, identify leptomeninges in histologic slides, and maintain leptomeningeal fibroblasts in in vitro culture. Using an array of transcriptomic, histological, and cytometric analyses, we identified ICAM1 and SLC38A2 as two novel markers of leptomeningeal cells in vivo and in vitro. Our results confirm the fibroblastoid nature of leptomeningeal cells and their ability to form a sheet-like layer that covers the brain and spine parenchyma. These findings will enable researchers in central nervous system barriers to describe leptomeningeal cell functions in health and disease.

2021-09-29 | GSE150419 | GEO

Phenotypic states of leptomeningeal metastasis

Project description:Leptomeningeal metastasis (LM), or spread of cancer cells into the cerebrospinal fluid, is characterized by a rapid onset of debilitating neurological symptoms and markedly bleak prognosis. The lack of reproducible in vitro and in vivo models has prevented development of novel, LM-specific therapies. Although LM allows for longitudinal sampling of floating cancer cells with a spinal tap, attempts to culture patient-derived leptomeningeal cancer cells have not been successful. We therefore employ leptomeningeal derivatives of human breast and lung cancer cell lines that reproduce both floating and adherent phenotypes of human LM in vivo and in vitro. We introduce a trypsin/EDTA-based fractionation method to reliably separate the two cell subsets and demonstrate that in vitro cultured floating cells have decreased proliferation rate, lower ATP content, and are enriched in distinct metabolic signatures. Long-term fractionation and transcriptomic analysis suggest a high degree plasticity between the two phenotypes in vitro. Floating cells colonize mouse leptomeninges more rapidly and associate with shortened survival. In addition, patients harboring LM diagnosed with CSF disease alone succumbed to the disease earlier than patients with adherent (MRI-positive) disease. Together, these data support mechanistic evidence of a metabolic adaptation that allows cancer cells to thrive in their natural environment but leads to death in vitro.

2020-01-21 | GSE137020 | GEO

Cerebrospinal fluid microRNA profile in leptomeningeal metastasis patients [LM vs non-LM]

Project description:This study aimed to identify specific CSF miRNAs for diagnosing and monitoring leptomeningeal metastasis with lung adenocarcinoma. In discovery phase, we performed miRNA microarray analysis in CSF samples from leptomeningeal metastasis patients and non-leptomeningeal metastasis controls.

2020-02-26 | GSE125191 | GEO

Cerebrospinal fluid microRNA profile in leptomeningeal metastasis patients [pre- vs post-treatment]

Project description:This study aimed to identify specific CSF miRNAs for diagnosing and monitoring leptomeningeal metastasis with lung adenocarcinoma. In discovery phase, we performed miRNA microarray analysis in matched CSF samples from leptomeningeal metastasis patients at diagnosis and after initial leptomeningeal metastasis-directed therapy.

2020-02-26 | GSE125192 | GEO

Single-cell atlas of human leptomeningeal immune cells

Project description:Profiling of immune cells in CSF from patients without leptomeningeal malignancy.

2023-03-27 | GSE221522 | GEO

Iodine I 131 Monoclonal Antibody 3F8 in Treating Patients With Central Nervous System Cancer or Leptomeningeal Cancer

Project description:RATIONALE: Radiolabeled monoclonal antibodies, such as iodine I 131 monoclonal antibody 3F8, can find tumor cells and carry tumor-killing substances to them without harming normal cells. This may be an effective treatment for central nervous system cancer or leptomeningeal metastases. PURPOSE: This phase II trial is studying the side effects and how well iodine I 131 monoclonal antibody 3F8 works in treating patients with central nervous system cancer or leptomeningeal cancer.

| 2037925 | ecrin-mdr-crc

Single cell transcriptomic analysis of diffuse large B cells in cerebrospinal fluid of central nervous system lymphoma

Project description:Diffuse large B-cell lymphoma (DLBCL) is the predominant type in central nervous system lymphoma (CNSL) including primary CNSL and secondary CNSL. Diffuse large B cells in cerebrospinal fluid (CSF-DLBCs) have offered great promise for the diagnostics and therapeutics of CNSL leptomeningeal involvement. To explore the distinct phenotypic states of CSF-DLBCs, we analyzed the transcriptomes of CSF-DLBCs from seven CNSL-DLBCL patients using single-cell RNA sequencing technology. We defined CSF-DLBCs based on abundant expression of B-cell markers, as well as the enrichment of cell proliferation and energy metabolism pathway. CSF-DLBCs within individual patient have monoclonality with similar variable region of light chains (VL) expression. It is interesting to find some CSF-DLBCs have double classes of VL (lambda and kappa) transcripts. We identified substantial heterogeneity in CSF-DLBCs, and found significantly greater among-patient heterogeneity compared to among-cell heterogeneity within patient. The transcriptional heterogeneity across CSF-DLBCs are manifested in cell cycle state and cancer-testis antigens expression. Our results will provide insight into the mechanism research and new diagnostic direction of CNSL-DLBCL leptomeningeal involvement.

2021-08-25 | GSE175510 | GEO

Proteomic analysis of CSF from patients with leptomeningeal melanoma metastases identifies signatures associated with disease progression and therapeutic resistance

Project description:The development of leptomeningeal melanoma metastases (LMM) is a rare and devastating complication of the late-stage disease, for which no effective treatments exist. Here, we performed a multi-omics analysis of the CSF from LMM patients to determine how the leptomeningeal microenvironment shapes the biology and therapeutic responses of melanoma cells. A total of 45 serial CSF samples were collected from 16 patients, 8 of these with confirmed LMM. Of those with LMM, 7 had poor survival (<4 months) and one was an extraordinary responder (still alive with survival >35 months). CSF samples were analyzed by mass spectrometry and incubated with melanoma cells, that were subjected to RNA-Seq analysis. Functional assays were performed to validate the pathways identified.Mass spectrometry analyses showed the CSF of most LMM patients to be enriched for pathways involved in innate immunity, protease-mediated damage, and IGF-related signaling. All of these were anti-correlated in the extraordinary responder. RNA-Seq analysis showed CSF to induce PI3K/AKT, integrin, B-cell activation, S-phase entry, TNFR2, TGF-β and oxidative stress responses in the melanoma cells. ELISA assays confirmed that TGF-β expression increased in the CSF of patients progressing with LMM. CSF from poorly responding patients conferred tolerance to BRAF inhibitor therapy in apoptosis assays. These analyses identified proteomic/transcriptional signatures in the CSF of patients who succumbed to LMM. We further showed that the CSF from LMM patients has the potential to modulate BRAF inhibitor responses and may contribute to drug resistance.

2019-11-27 | GSE141021 | GEO

OmicsDI is part of the ELIXIR infrastructure

OmicsDI is an Elixir interoperability service. Learn more ›

OmicsDI Databases

PRIDE
PeptideAtlas
MassIVE
JPOST Repository
Physiome Model Repository

EGA
EVA
ENA
LINCS
PAXDB
Cell Collective

MetaboLights
Metabolomics Workbench
MetabolomeExpress
GNPS
BioModels
FAIRDOMHub

ArrayExpress
dbGaP
ExpressionAtlas
GEO
NODE

Information

Databases
Help
API
Contact us
Code on GitHub
Terms of use
Submit Data