Spatiotemporal single-cell transcriptomics in mouse and human to investigate TAM evolution during GBM progression
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ABSTRACT:
ORGANISM(S): Mus musculus Homo sapiens
PROVIDER: GSE241037 | GEO | 2023/09/06
REPOSITORIES: GEO
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Project description:The tumor microenvironment modifies the malignancy of tumors. In solid tumors this environment is populated by many macrophages (tumor-associated macrophages; TAMs) that in genetic studies that depleted these cells from mouse models of breast cancer were shown to promote tumor progression to malignancy and increase metastatic potential. Mechanistic studies showed that these effects are through the stimulation of tumor cell migration, invasion, intravasation as well as an enhancement of angiogenesis. Using an in vivo invasion assay it was demonstrated that invasive carcinoma cells are a unique sub-population of tumor cells whose invasion and chemotaxis is dependent upon the co-migration of TAMs with obligate reciprocal signaling through an EGF/CSF-1 paracrine loop. In this study these invasion-promoting macrophages were isolated and subjected to analysis of their transcriptome in comparison to TAMs isolated indiscriminately to function using established macrophage markers by flow cytometry. Five biological replicates for each population (Invasive and General TAM) were used.
2010-05-16 | E-GEOD-18295 | biostudies-arrayexpress
Project description:Spatiotemporal single-cell transcriptomics in mouse and human to investigate TAM evolution during GBM progression
| PRJNA1006281 | ENA
Project description:Glioblastomas (GBMs) are highly invasive brain tumors replete with brain- and blood-derived macrophages, collectively known as tumor-associated macrophages (TAMs). Targeting TAMs has been proposed as a therapeutic strategy but has thus far yielded limited clinical success in slowing GBM progression, due in part to an incomplete understanding of TAM function in GBM. Here, by using an engineered hyaluronic acid-based 3D invasion platform, patient-derived GBM cells, and multi-omics analysis of GBM tumor microenvironments, we show that M2-polarized macrophages stimulate GBM stem cell (GSC) mesenchymal transition and invasion. We identify TAM-derived transforming growth factor beta induced (TGFβI/BIGH3) as a pro-tumorigenic factor in the GBM microenvironment. In GBM patients, BIGH3 mRNA expression correlates with poor patient prognosis and is highest in the most aggressive GBM molecular subtype. Inhibiting TAM-derived BIGH3 signaling with a blocking antibody or small molecule inhibitor suppresses GSC invasion. Our work highlights the utility of 3D in vitro tumor microenvironment platforms to investigate TAM-cancer cell crosstalk and offers new insights into TAM function to guide novel TAM-targeting therapies.
2023-12-21 | GSE251777 | GEO
Project description:Tumor-associated macrophages/microglia (TAMs) are prominent microenvironment components in human glioblastoma (GBM) that are potential targets for anti-tumor therapy. However, TAM depletion by CSF1R inhibition showed mixed results in clinical trials. We hypothesized that GBM subtype-specific tumor microenvironment convey distinct sensitivities to TAM targeting.We generated syngeneic PDGFB-driven and RAS-driven GBM models that resemble proneural-like and mesenchymal-like gliomas, and determined the effect of TAM targeting by CSF1R inhibitor PLX3397 on glioma growth. We also investigated the co-targeting of TAMs and angiogenesis on PLX3397-resistant RAS-driven GBM. Using single-cell transcriptomic profiling, we further explored differences in tumor microenvironment cellular compositions and functions in PDGFB- and RAS-driven gliomas. We found that growth of PDGFB-driven tumors was markedly inhibited by PLX3397. In contrast, depletion of TAMs at the early phase accelerated RAS-driven tumor growth and had no effects on other proneural and mesenchymal GBM models. In addition, PLX3397-resistant RAS-driven tumors did not respond to PI3K signaling inhibition. Single-cell transcriptomic profiling revealed that PDGFB-driven gliomas induced expansion and activation of pro-tumor microglia, whereas TAMs in mesenchymal RAS-driven GBM were enriched in pro-inflammatory and angiogenic signaling. Co-targeting of TAMs and angiogenesis decreased cell proliferation and changed the morphology of RAS-driven gliomas.Our work identify functionally distinct TAM subpopulations in the growth of different glioma subtypes. Notably, we uncover a potential responsiveness of resistant mesenchymal-like gliomas to combined anti-angiogenic therapy and CSF1R inhibition. These data highlight the importance of characterization of the microenvironment landscape in order to optimally stratify patients for TAM-targeted therapy.
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Project description:Glioblastoma (GBM) is a highly aggressive brain tumor with poor prognosis and high recurrence rates. The complex immune microenvironment of GBM is highly infiltrated by tumor-associated microglia and macrophages (TAMs). TAMs are known to be heterogeneous in their functional and metabolic states and can transmit either pro-tumoral or anti-tumoral signals to glioma cells. Here, we performed bulk RNA-seq and single-cell RNA-seq on GBM patient samples, which revealed increased ATP synthase expression and oxidative phosphorylation (OXPHOS) activity in TAMs located in the tumor core relative to the tumor periphery. Both in vitro and in vivo models displayed similar trends of augmented TAM mitochondrial activity, along with elevated mitochondrial fission, glucose uptake, mitochondrial membrane potential, and extracellular ATP (eATP) production by TAMs in the presence of GBM cells. Tumor-secreted factors, including GM-CSF, induced the increase in TAM eATP production. Elevated eATP in the GBM microenvironment promoted glioma growth and invasion by activating the P2X purinoceptor 7 (P2X7R) on glioma cells. Inhibition of the eATP-P2X7R axis attenuated tumor cell viability in vitro and reduced tumor size and prolonged survival in glioma-bearing mouse models. Overall, this study revealed elevated TAM-derived eATP in GBM and provided the basis for targeting the eATP-P2X7R signaling axis as a therapeutic strategy in GBM.
2024-08-30 | GSE275293 | GEO
Project description:To test the difference genes expression of TAMs obtained from orthotopically implanted hepa1-6 tumors in C57BL/6 mice.Isolated TAMs were obtained from orthotopically implanted hepa1-6 tumors in C57BL/6 mice. Specimens were minced with scissors and digested by incubation for 1 h at 37°C in high-glucose DMEM (Life Technologies, CA) containing 0.1% collagenase IV (Sigma). After being washed in medium plus 10% FBS, the cell suspension was forced through a graded series of meshes to obtain single-cell suspensions and centrifuged at 400 g for 30–40 minutes at 18–20°C on layers of Lympholyte-M (Cedarlane Labs, Burlington, Ontario, Canada), after which the upper layer was removed, thus leaving the lymphocyte layer undisturbed at the interface. TAMs were sorted using Fluorescence-activated cell sorting (FACS, Becton Dickinson, Franklin Lakes, NJ) with CD45+, CD11b+, and F4/80+ (Becton Dickinson) according to the protocol listed at http://www.immgen.org/Protocols/ImmGen%20Cell%20prep%20and%20sorting%20SOP.pdf . TAMs growing in DMEM supplemented with 10% FBS were tested to determine their biological characteristics. We used microarrays to detail the global programme of gene expression and identified vehicle-TAM and treated-TAM during this process.
2017-02-28 | GSE95406 | GEO
Project description:Glioblastoma multiforme (GBM) is the most aggressive form of glioma, and is notorious for its terminal prognosis and lack of responsiveness to current treatment approaches. The brain tumor microenvironment (TME) represents a largely untapped reservoir of therapeutic target options in GBM. Here we have focused on the interplay between glioma cells and tumor-associated macrophages/ microglia (TAMs). TAMs accumulate in the gliomas with disease progression, and depend on colony stimulating factor 1 receptor (CSF-1R) signaling for survival. In a recent study from our laboratory, mice bearing high-grade gliomas were treated with a CSF-1R inhibitor, BLZ945 (Novartis), and tumors regressed significantly after just 7 days of treatment (PMID: 24056773). Here we investigate whether long-term treatment of high-grade gliomas with BLZ945 would result in stable management of disease in a mouse model of proneural GBM. We show that ~44% of mice survived to the trial end point (EP) with minimal disease by MRI and histology, whereas ~56% of mice showed tumor recurrence (Reb). Serial transplantation of rebound tumor cells into naïve animals re-established BLZ945 responsiveness, suggesting a role for the microenvironment in supporting recurrent disease. Indeed, RNA-seq analysis on FACS purified tumor cells and TAMs from EP and Reb tumors showed elevated PI3K signaling in Reb tumors, driven by a heterotypic paracrine interaction between TAM-derived IGF-1 and tumor cell IGF-1R. We performed combination trials to block IGF-1R or downstream PI3K signaling in rebound tumors with BLZ945 treatment, and were able to significantly prolong overall survival. Given that CSF-1R inhibitors are currently in clinical trials for multiple cancer types including for GBM, understanding the molecular mechanisms that underlie non-responsive/ resistant tumors is timely and critical.
2016-05-20 | GSE69104 | GEO
Project description:Tumor cells attract and dynamically interact with monocytes/macrophages to subvert their differentiation into tumor associated macrophages (TAMs), which mainly promote immunosuppression and neoplastic progression, but the pathways and microenvironmental cues governing their protumoral deviation are not completely understood. Thus, identifying molecular pathways responsible for TAM differentiation may provide new therapeutic targets to improve the efficacy of immunotherapy of cancer.
2021-08-09 | GSE171277 | GEO
Project description:In order to assess whether differences in the transcriptomic profile of human tumor-associated macrophages vs. alveolar macrophages from adjacent non-tumor-tissue (GSE162669) were caused by factors secreted by tumor cells, primary human monocyte-derived macrophages (MDMs) were polarized towards a TAM-like phenotype by cultivating them in tumor cell-conditioned medium. A genome-wide comparison by bulk RNA-Seq confirmed a high similarity of ex vivo TAMs and in vitro polarized TAM-like macrophages. Other polarization schemes (M1: LPS/IFN-gamma, M2: IL10 or IL4) did not lead to similar transcriptomic changes. For details, see Hoppstädter et al., 2021 (doi:10.1016/j.ebiom.2021.103578).
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Project description:Glioblastoma (GBM), a highly lethal brain cancer, is notorious for immunosuppression, but the mechanisms remain unclear. Here, we documented a temporospatial patterning of tumor-associated myeloid cells (TAMs) corresponding to vascular changes during GBM progression. As tumor vessels transitioned from the initial dense regular network to later scant and engorged vasculature, TAMs shifted away from perivascular regions and trafficked to vascular-poor areas. This process was heavily influenced by the immunocompetence state of the host. Utilizing a sensitive fluorescent UnaG reporter to track tumor hypoxia, coupled with single-cell transcriptomics, we revealed that hypoxic niches attracted and sequestered TAMs and cytotoxic T lympho- cytes (CTLs), where they were reprogrammed toward an immunosuppressive state. Mechanistically, we identified chemokine CCL8 and cytokine IL-1b as two hypoxic-niche factors critical for TAM trafficking and co-evolution of hypoxic zones into pseudopalisading patterns. Therefore, perturbation of TAM patterning in hypoxic zones may improve tumor control.
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