Transcriptome sequencing analysis of CSF-1Rhigh TAMs and CSF-1Rlow TAMs in colon adenocarcinoma.
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE193814 | GEO | 2022/03/31
REPOSITORIES: GEO
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Project description:Glioblastoma multiforme (GBM), the most common and aggressive primary brain tumor in adults, can be divided into several molecular subtypes including proneural GBM. Most clinical strategies aimed at directly targeting glioma cells in these tumors have failed. A promising alternative is to target stromal cells in the brain microenvironment, such as tumor-associated microglia and macrophages (TAMs). Macrophages are dependent upon colony stimulating factor (CSF)-1 for differentiation and survival; therefore, we used an inhibitor of its receptor, CSF-1R, to target macrophages in a mouse proneural GBM model. CSF-1R inhibition dramatically increased survival in mice and regressed established GBMs. Tumor cell apoptosis was significantly increased, and proliferation and tumor grade markedly decreased. Surprisingly, TAMs were not depleted in tumors treated with the CSF-1R inhibitor. Instead, analysis of gene expression in TAMs isolated from treated tumors revealed a decrease in alternatively activated/ M2 macrophage markers, consistent with impaired tumor-promoting functions. These gene signatures were also associated with better survival specifically in the proneural subtype of patient gliomas. Collectively, these results establish macrophages as valid therapeutic targets in proneural gliomas, and highlight the clinical potential for CSF-1R inhibitors in GBM. RNA was isolated from sorted tumor associated macrophages (TAMs) from murine gliomas following either 7 days of vehicle or BLZ945 treatment. Samples were collected from 16 total tumor burdened mice, with 8 replicates for each treatment group. BLZ945: a Colony-Stimulating Factor 1 Receptor (CSF-1R) inhibitor
2013-09-20 | E-GEOD-37475 | biostudies-arrayexpress
Project description:Glioblastoma multiforme (GBM), the most common and aggressive primary brain tumor in adults, can be divided into several molecular subtypes including proneural GBM. Most clinical strategies aimed at directly targeting glioma cells in these tumors have failed. A promising alternative is to target stromal cells in the brain microenvironment, such as tumor-associated microglia and macrophages (TAMs). Macrophages are dependent upon colony stimulating factor (CSF)-1 for differentiation and survival; therefore, we used an inhibitor of its receptor, CSF-1R, to target macrophages in a mouse proneural GBM model. CSF-1R inhibition dramatically increased survival in mice and regressed established GBMs. Tumor cell apoptosis was significantly increased, and proliferation and tumor grade markedly decreased. Surprisingly, TAMs were not depleted in tumors treated with the CSF-1R inhibitor. Instead, analysis of gene expression in TAMs isolated from treated tumors revealed a decrease in alternatively activated/ M2 macrophage markers, consistent with impaired tumor-promoting functions. These gene signatures were also associated with better survival specifically in the proneural subtype of patient gliomas. Collectively, these results establish macrophages as valid therapeutic targets in proneural gliomas, and highlight the clinical potential for CSF-1R inhibitors in GBM.
2013-09-20 | GSE37475 | 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:Transcriptome sequencing analysis of CSF-1Rhigh TAMs and CSF-1Rlow TAMs in colon adenocarcinoma.
| PRJNA798035 | ENA
Project description:Macrophages are critical mediators of tissue homeostasis, cell proliferation, angiogenesis and tumor metastasis. The presence of TAMs is generally associated with tumor-promoting immunosuppressive function in solid tumors. These macrophages are widely acknowledged as one of the central suppressive populations within tumors, blocking effective T-cell responses. In the present study, we examined the transcriptional landscape of adaptor molecules downstream of TLRs in human cancers and found that higher expression of MYD88 is very well correlated with the tumor progression. In addition, we also found that mouse MyD88 but not TRIF, is essential for tumor progression and angiogenesis in melanoma. Interestingly, MyD88 is critical to maintain the immunosuppressive phenotype of TAMs in the tumors. Moreover, we found that interleukin-1 receptor (IL-1R)-Myd88 axis regulates programmed cell death (PD)-1 expression on TAMs by promoting the recruitment of phospho-NF-κB p65 to the CR-C region of the Pdcd1 promoter. Using myeloid-cell specific MyD88 mutant mice, we also showed that MyD88 expression in myeloid cells alone is sufficient to drive the melanoma progression. Thus, IL-1R/MyD88 axis maintains the immunosuppressive function of tumor-tissue macrophages to promote tumor growth by regulating PD-1/PD-L1 expression
2021-03-26 | GSE137046 | GEO
Project description:Treatment of glioblastoma with anti-CSF-1R immunotherapy, radiotherapy, or surgical tumor resection were found to all induce a fibrotic response to treatment, which was highly associated with tumor recurrence. To investigate the drivers of fibrotic treatment response we performed multi-omic analysis of the glioblastoma microenvironment following treatment with anti-CSF-1R immunotherapy. Studies consisted of mass spectrometry proteomic analysis, single cell transcriptomics, and high-dimensional spatial analysis. These data identified a protective spatial niche that supported tumor cell survival following treatment, ultimately leading to tumor recurrence. Therapeutic inhibition of fibrotic treatment response blocked the formation of this niche, and significantly improved survival in anti-CSF-1R preclinical trials
2024-08-12 | PXD041689 | Pride
Project description:Background: Granulocyte-Macrophage Colony Stimulating Factor (GM-CSF) is a hematopoietic growth factor and adjuvant in cancer immunotherapy via stimulation of dendritic cells/APCs. However, GM-CSF has yielded inconsistent results and its role regarding in vivo modulation of macrophages remains underexplored. We previously demonstrated that 100ng “high-dose” intratumor (IT) GM-CSF ablated tumor blood vessels and worsened tumor hypoxia after 3 weeks through tumor-associated macrophage (TAM) soluble VEGFR-1 production in PyMT murine breast cancer. Here, we investigate a role for “low-dose” IT GM-CSF on tumor oxygen and the impact on immunotherapy response, TAMs/myeloid cells, and TILs relative to “high-dose”. Methods: We performed IT injections of dose-specific GM-CSF or saline controls and then evaluated phenotypic effects after 3 weeks. We used Electron Paramagnetic Resonance Oximetry to measure and image in vivo tumor oxygen in real-time, and fluorescent immunohistochemistry to assess tumor blood vessels. IT GM-CSF doses were tested in priming PyMT tumors for sensitization to PD1. We performed RNA Sequencing of TAM and CD8 TIL to observe transcriptional changes coupled with flow cytometry of peripheral blood monocytes, tumor myeloid, and TIL populations in immunology cold" PyMT tumors response to dose-optimized GM-CSF. Lastly, we assessed and compared effects of IT GM-CSF on TAM and TIL in an immunologically “hot” 4T1 breast cancer model. Results: 5ng IT GM-CSF significantly increased PyMT tumor oxygen without augmenting tumor growth and promoted tumor vessel health via increased pericyte coverage. Priming of PyMT tumors with 5ng IT GM-CSF (“low-dose”, hypoxia reduced) sensitized “cold” PyMT tumors to PD1, but this synergy was not observed with 100ng (“high-dose”, hypoxia exacerbated). Immunologically, 5ng GM-CSF did not increase monocyte mobilization or alter phenotypic marker expression on TAMs, but reduced hypoxic and inflammatory transcriptional programs in macrophages and CD8 TIL isolated from PyMT tumors. 100ng increased infiltration of myeloid cells and TAMs but these TAMs had reduced MHCII expression, suggesting support of immune-suppressive TAM under hypoxia. Some tumors exhibited increased CD8 polyfunctionality either dose suggesting mild CD8 TIL priming. On the other hand, 100ng in “hot” 4T1 tumors resulted in increased TAM MHCII and other immunostimulatory molecules with moderate increases in CD8 TIL polyfunctionality and exhausted PD1hiTIM3+ phenotype, indicating that GM-CSF may have opposing effects on macrophage modulation based on tumor immunological status.
2023-09-12 | GSE228874 | GEO
Project description:Macrophages accumulate with glioblastoma multiforme (GBM) progression, and can be acutely targeted via inhibition of colony stimulating factor-1 receptor (CSF-1R) to regress high-grade tumors in animal models. However, whether and how resistance emerges in response to sustained CSF-1R blockade is unknown. Here, we investigate whether long-term CSF-1R inhibition can stably regress GBM in preclinical trials. We show that while overall survival is significantly prolonged, tumors recur eventually in >50% of mice. Upon isolation and transplantation of recurrent tumor cells into naïve animals, gliomas re-establish sensitivity to CSF-1R inhibition, indicating that resistance is microenvironment-driven. PI3K pathway activity was elevated in recurrent GBM, driven by macrophage-derived IGF-1 and tumor cell IGF-1R. Consequently, combining IGF-1R or PI3K blockade with continuous CSF-1R inhibition in recurrent tumors significantly prolonged overall survival. By contrast, monotherapy with IGF-1R or PI3K inhibitors in rebound or treatment-naïve tumors was less effective, indicating the necessity of combination therapy to expose PI3K signaling-dependency in recurrent disease. Our findings thus reveal a potential therapeutic approach for treating resistance to CSF-1R inhibitors in the clinical setting.
2016-05-20 | GSE80399 | GEO
Project description:Active immunotherapy is a promising strategy for anti-angiogenic cancer therapy. Recently, we have reported that a vaccine using human umbilical vein endothelial cells (HUVECs) induced specific anti-endothelial immune responses in the most of immunized patients, and resulted in tumor regression in some patients with recurrent malignant brain tumors, whereas not in colorectal cancer patients. In this study, we hypothesized that non-hypoxic perivascular tumor associated macrophages (TAMs) in colorectal cancer, but not in glioblastoma, might negatively alter the therapeutic efficacy of anti-angiogenic active immunotherapy. To test this hypothesis, we examined global gene expression profiles of non-hypoxic macrophages stimulated in vitro by soluble factors released from tumor cells of human glioblastoma U-87MG (‘brain TAMs’) or colorectal adenocarcinoma HT-29 (‘colon TAMs’). Murine non-hypoxic TAMs were induced in vitro by incubation with soluble factors released from human cancer cell lines U-87MG ('brain TAMs') or HT-29 ('colon TAMs'), for RNA extraction and subsequent hybridization on Affymetrix microarrays. To evaluate homogeneous macrophage populations at different tumour developmental stages, RNA aliquots of control macrophages and TAMs obtained at five different time-points, i.e. 8h, 16h, 24h, 32h and 40h, were pooled and used for screening of differentially expressed genes. The experiments for TAMs as well as for control unstimulated macrophages were performed in triplicates.
2012-03-31 | E-GEOD-18804 | biostudies-arrayexpress
Project description:Anti-CSF-1R treatment results in rapid regression of murne proneural glioblastoma models. However, the microenvironment response to treatment results in fibrosis that can promote tumor recurrence. We investigated the single-cell transcriptional profile of murine glioblastomas before and after treatment with an anti-CSF-1R inhibitor to determine the cause of fibrotic treatment response.
2024-08-10 | GSE266969 | GEO