Single-cell analysis identifies PLK1 as a driver of immunosuppressive tumor microenvironment in LUAD
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE264739 | GEO | 2024/05/28
REPOSITORIES: GEO
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Project description:To compare tumor associated macrophage (TAM) from naïve and sepsis surviving mice we have employed Agilent microarrays slides with almost 60,000 genes (39,430 mRNA and 16,251 long non coding RNAs). Other experiments we conducted demonstrated TAM accumulation was increased in post-sepsis subjects. For this reason, we asked if TAM from post-sepsis mice could also exhibit a different gene expression profile. Sepsis was induced by cecal and ligation puncture. Naïve mice were used as control group. All animals were treated with ertapenem (20 mg/kg, i.p., 6 hours after surgery, and then each 12 hours for 3 days). B16-F10 melanoma (30,000 cells) were injected subcutaneously at day 14 after sepsis induction. Fourteen days after tumor inoculation, animals were killed and tumors were harvested and digested (collagenase and DNAse). TAM was isolated by a Percoll gradient (70/30) followed by a 1-hour adhesion protocol, reaching a purity of ~75%. For comparative reasons, we assessed TAM from post-sepsis (n = 4), TAM from naïve mice (n = 4), bone marrow derived macrophage from naïve (n = 4) and from post-sepsis (n = 4), M1-polarized macrophage (n = 4) and M2-polarized macrophage (n = 4). We found only minor gene expression differences between TAM from naïve and from post-sepsis mice (61 genes were up-regulated and 98 genes were down-regulated, fold-change > 0.58 or < -0.58, and p < 0.01). We found genes related to leukocyte activation were down-regulated in TAM from post-sepsis mice (e.g. Ccr7, Cd86, H2-Ab1), as well as genes related to antigen processing and presentation of peptide or polysaccharide antigen via MHC class II (H2-DMb1, Cd74, H2-Eb1, H2-Ob). A gene related to M2 polarization was up-regulated (Marco). Also, we found a down-regulation of Nfkbid in post-sepsis-derived TAM. This led us to hypothesize TAM from post-sepsis mice exhibit a more M2-like phenotype, which may in part contribute to post-sepsis tumor expansion. Three independent experiments were conducted for TAM obtaining, each experiment using n = 4 for naïve and n = 4 for post-sepsis. We selected the 4 best within a group of 12 samples, following A260/280 and A260/230 ratios. For bone marrow derived macrophage from naïve and from post-sepsis, and for M1 and M2-polarized macrophage, we conducted two independent experiments using n = 3 per group. The best 4 samples in each group was selected to microarray processing and analysis.
2014-12-25 | E-GEOD-64498 | biostudies-arrayexpress
Project description:Macrophages form a primary immune cells population in tumor tissues and malignant ascites microenvironment (MAM). They can be activated and polarized into tumor-associated macrophages (TAM) by the embedded environment and promote tumor progression and metastasis However, the molecular mechanisms of MAM in macrophage polarization and the effects on epithelial ovarian cancer (EOC) metastatic progression remain elusive. Here, we found that that MAM modulates RhoA-GTPase-F-actin-Hippo signaling cascade in facilitating M2-like macrophage polarization that, in turn, promotes tumor dissemination. PUFA enriched magligant ascites microenvironment promote macrophage lipid oxidative phosphorylation and supression RhoA-GTPase-Yap1 axis. Genetic ablation Yap1 in macrophage exhibited M2-like polarization and enhanced ovrian tumor dissemination. Pharmacology inhibit Mst1/2 could rescue M2-like TAM polarization in MAM and alter the lipid oxidation of macrophages in MAM, more importantly, inhibit ovarian metastatic properties. Through comparasion primary TAM (P-TAM) and metastasis TAM (M-TAM), we proved that Hippo-Yap1 siganl results M-TAM with high M2/M1 ratio. These findings implicate critical functions of PUFA modulate RhoA-Hippo axis in facility TAM polarization and also suggest manipulation of PUFA metabolism or RhoA-Hippo siganl as a therapeutic strategy aganist EOC metastasis.
2024-05-01 | GSE175552 | GEO
Project description:To compare tumor associated macrophage (TAM) from naïve and sepsis surviving mice we have employed Agilent microarrays slides with almost 60,000 genes (39,430 mRNA and 16,251 long non coding RNAs). Other experiments we conducted demonstrated TAM accumulation was increased in post-sepsis subjects. For this reason, we asked if TAM from post-sepsis mice could also exhibit a different gene expression profile. Sepsis was induced by cecal and ligation puncture. Naïve mice were used as control group. All animals were treated with ertapenem (20 mg/kg, i.p., 6 hours after surgery, and then each 12 hours for 3 days). B16-F10 melanoma (30,000 cells) were injected subcutaneously at day 14 after sepsis induction. Fourteen days after tumor inoculation, animals were killed and tumors were harvested and digested (collagenase and DNAse). TAM was isolated by a Percoll gradient (70/30) followed by a 1-hour adhesion protocol, reaching a purity of ~75%. For comparative reasons, we assessed TAM from post-sepsis (n = 4), TAM from naïve mice (n = 4), bone marrow derived macrophage from naïve (n = 4) and from post-sepsis (n = 4), M1-polarized macrophage (n = 4) and M2-polarized macrophage (n = 4). We found only minor gene expression differences between TAM from naïve and from post-sepsis mice (61 genes were up-regulated and 98 genes were down-regulated, fold-change > 0.58 or < -0.58, and p < 0.01). We found genes related to leukocyte activation were down-regulated in TAM from post-sepsis mice (e.g. Ccr7, Cd86, H2-Ab1), as well as genes related to antigen processing and presentation of peptide or polysaccharide antigen via MHC class II (H2-DMb1, Cd74, H2-Eb1, H2-Ob). A gene related to M2 polarization was up-regulated (Marco). Also, we found a down-regulation of Nfkbid in post-sepsis-derived TAM. This led us to hypothesize TAM from post-sepsis mice exhibit a more M2-like phenotype, which may in part contribute to post-sepsis tumor expansion.
2014-12-25 | GSE64498 | GEO
Project description:Glutamine (Gln) metabolism has been reported to play an essential role in cancer. However, a comprehensive analysis of its role in lung adenocarcinoma is still unavailable. This study established a novel system of quantification of Gln metabolism to predict the prognosis and immunotherapy efficacy in lung cancer. Further, the Gln metabolism in tumor microenvironment (TME) was characterized and the Gln metabolism-related genes were identified for targeted therapy. We comprehensively evaluated the patterns of Gln metabolism in 513 patients diagnosed with lung adenocarcinoma (LUAD) based on 73 Gln metabolism-related genes. Based on differentially expressed genes (DEGs), a risk model was constructed using Cox regression and Lasso regression analysis. The prognostic efficacy of the model was validated using an individual LUAD cohort form Shandong Provincial Hospital, an integrated LUAD cohort from GEO and pan-cancer cohorts from TCGA databases. Five independent immunotherapy cohorts were used to validate the model performance in predicting immunotherapy efficacy. Next, a series of single-cell sequencing analyses were used to characterize Gln metabolism in TME. Finally, single-cell sequencing analysis, transcriptome sequencing, and a series of in vitro experiments were used to explore the role of EPHB2 in LUAD. Patients with LUAD were eventually divided into low- and high-risk groups. Patients in low-risk group were characterized by low levels of Gln metabolism, survival advantage, “hot” immune phenotype and benefit from immunotherapy. Compared with other cells, tumor cells in TME exhibited the most active Gln metabolism. Among immune cells, tumor-infiltrating T cells exhibited the most active levels of Gln metabolism, especially CD8 T cell exhaustion and Treg suppression. EPHB2, a key gene in the model, was shown to promote LUAD cell proliferation, invasion and migration, and regulated the Gln metabolic pathway. Finally, we found that EPHB2 was highly expressed in macrophages, especially M2 macrophages. It may be involved in the M2 polarization of macrophages and mediate the negative regulation of M2 macrophages in NK cells. This study revealed that the Gln metabolism-based model played a significant role in predicting prognosis and immunotherapy efficacy in lung cancer. We further characterized the Gln metabolism of TME and investigated the Gln metabolism-related gene EPHB2 to provide a theoretical framework for anti-tumor strategy targeting Gln metabolism.
2022-07-31 | GSE209973 | GEO
Project description:Cordycepin was widely considered as a direct tumor-suppressive drug, however, and as of now few studies have been presented to investigate the effect of cordycepin therapy to the tumor microenvironment (TME). In our study, we demonstrated that cordycepin would decrease the function of M1-like macrophage in TME, and also contribute to macrophage polarization (M2-macrophage). Herein, we tried to establish a combined therapeutic strategy of cordycepin and anti-CD47 antibody. Using single cell RNA sequencing, we improved that the combined treatment would significantly increase the effect of cordycepin, which would reactivate macrophages and reverse macrophage polarization. And then, the combined treatment would regulate the proportion of CD8+T cells to increase the PFS for digestive tract malignancy patients. Finally, Flow cytometry was used to validate the change of percentage for TAM and TIL. Our finding suggests the combined treatment of cordycepin and anti-CD47 mAb could significantly increase tumor suppression, which could increase M1-macrophage and decrease M2-macrophage. The PFS for digestive tract malignancy patients would be increased though regulation of CD8+T cells.
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Project description:Background: Tumor-associated macrophages (TAMs) are an important component of the tumor microenvironment (TME). However, the crosstalk between esophageal squamous cell carcinoma (ESCC) cells and TAMs remains largely unexplored. Methods: Clinical samples and the TCGA database were used to evaluate the relevance of SPP1 and TAM infiltration in ESCC. Mouse models were constructed to investigate the roles of macrophages educated by SPP1 in ESCC. Macrophage phenotypes were determined using qRT‒PCR and immunohistochemical staining. RNA sequencing was performed to elucidate the mechanism. Results: Increasing expression of SPP1 correlated with M2-like TAM accumulation in ESCC, and they both predicted poor prognosis in the ESCC cohort. Knockdown of SPP1 significantly inhibited the infiltration of M2 TAMs in xenograft tumors. In vivo mouse model experiments showed that SPP1-mediated education of macrophages plays essential roles in the progression of ESCC. Mechanistically, SPP1 recruited macrophages and promoted M2 polarization via CD44/PI3K/AKT signaling activation and then induced VEGFA and IL6 secretion to sustain ESCC progression. Finally, blockade of SPP1 with RNA aptamer significantly inhibited tumor growth and M2 TAM infiltration in xenograft mouse models. Conclusions: This study highlights a SPP1-mediated crosstalk between ESCC cells and TAMs in ESCC. SPP1 could serve as a potential target in ESCC therapy.
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2020-11-01 | GSE155841 | GEO
Project description:Tumor immunotherapy has been convincingly demonstrated as a feasible approach for treating cancers. Although promising, however, the immunosuppressive tumor microenvironment (TME) has been recognized as a major obstacle in tumor immunotherapy. It is highly desirable to release an immunosuppressive “brake” for improving cancer immunotherapy. Among tumor-infiltrated immune cells, tumor-associated macrophages (TAMs) play an important role in the growth, invasion and metastasis of tumors. The polarization of TAMs (M2) into the M1 type can alleviate the immunosuppression of the TME and enhance the effect of immunotherapy. Inspired by this, we constructed a therapeutic exosomal vaccine from antigen-stimulated M1-type macrophages (M1OVA-Exos). M1OVA-Exos are capable of polarizing TAMs into M1 type through downregulation of the Wnt signaling pathway. Mediating the TME further activates the immune response and inhibits tumor growth and metastasis via the exosomal vaccine. Our study provides a new strategy for the polarization of TAMs, which augments cancer vaccine therapy efficacy.
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