Single-cell RNA sequencing reveals the transcriptional landscape and heterogeneity of macrophages in intestinal tissue of WT and CD163+ macrophage-deficient mice.
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE289171 | GEO | 2025/02/14
REPOSITORIES: GEO
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Project description:Macrophages have a pivotal role during viral infections in pigs. By expressing cell surface receptors, macrophages become viral targets and reservoirs. In the case of upper respiratory tract infections, many viruses target the peripheral nasal mucosa. Recent in vivo and in vitro (primary nasal cell cultures) porcine reproductive and respiratory syndrome virus (PRRSV) studies demonstrated that several macrophage subsets exist in the porcine nasal mucosa, and that virus strains with different virulence showed altered tropism for these different macrophage populations. To further investigate these macrophage subsets, total RNA sequencing was performed in parallel on two subsets from the nasal mucosa and lung macrophages. Macrophages were isolated by either fluorescent activated cell sorting (FACS; cf. bulk RNAseq) or laser capture microdissection (LCM; cf. LCM RNAseq) in combination with immunofluorescence staining against two macrophage markers, CD163 and Sialoadhesin (Sn). With both RNAseq methods, nasal macrophages showed a different transcriptomic profile compared to lung macrophages. Differentially expressed genes were identified in the two subsets of nasal macrophages. Gene set enrichment analysis on the three macrophage populations showed that GO terms and KEGG pathways on LCM RNAseq data were more specific to the spatial location of macrophage subsets than bulk RNAseq data. Cell type signature analysis revealed that nasal CD163+Sn- cells resemble squamous epithelial cells (LCM RNAseq) or antigen presenting cells (bulk RNAseq) while nasal CD163+Sn+ cells are more like fibroblasts/stromal cells (LCM RNAseq) or vascular endothelial cell (bulk RNAseq). Our results confirmed that not only macrophages in different tissues but also macrophages in different areas within the same tissue have different transcriptional programs, suggesting their differential roles in their interaction with pathogens and corresponding immune responses.
2023-09-29 | E-MTAB-12120 | biostudies-arrayexpress
Project description:Comparative genomic analysis of basal and LPS-induced expression patterns of bone marrow derived macrophages and bone marrow resident macrophages demonstrates completely divergent transcriptome profile and indicates/confirms the existance of two distinct monocyte/macrophage populations in murine bone marrow. Most resident tissue macrophages descent from embryonic precursors of the yolk sac but inflammatory and bone marrow (BM) macrophages are considered to develop from hematopoietic stem cells (HSCs) in the BM. We now identified a novel subpopulation of resident CD163+ macrophages in the BM which were phenotypically and functionally distinct from classical BM-derived macrophages. Bioinformatics analysis of transcriptoms indicated a unique immune-modulatory phenotype of CD163+ macrophages. Cell fate studies in Csf1rMer-iCre-Mer;RosaLSL-GFP mice demonstrated that resident CD163+ macrophages of the BM do not develop from HSCs but descent from embryonic progenitors in the yolk sac strictly dependent on transcription factor IRF8. In contrast to other yolk sac derived tissue macrophages CD163+ cells seem to play a relevant role in infections and sterile inflammation. IRF8-/- mice lacking this population are highly sensible to S. aureus infections. Thus, CD163 defines a macrophage population resident in the bone marrow but originating from yolk sac progenitors which exhibits immune-modulatory properties under different inflammatory conditions. We used quantitative RNA-seq to perform whole transcriptome analysis and compare the transcriptomes of resident CD163+ BM macrophages and classical CD163- BMDM in steady state and after LPS stimulation.
2017-01-31 | GSE92618 | GEO
Project description:Interventions: Gold Standard:Clinical outcome;Index test:Pathological immunofluorescence analysis was performed to determine the infiltration status of immune cells in postoperative rectal cancer specimens including CD8+, PDL1_1, CD45RO, PD1, CD3, CD8+CD45RO+, CD3+PD1+, CD8+PD1+, FOXP3, CD163, CD68?CD4, PDL1_2, CD68+CD163-, CD68+CD163+, PDL1+CD68+, PDL1+CD68-, CD4+FOXP3+, CD68+CD163+PDL1+, PDL1_A
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Study Design: Factorial
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2023-04-19 | PXD040957 | Pride
Project description:Innate immune responses must be regulated in the intestine to prevent excessive inflammation. Here, using gene reporter mice, we show that a subset of mouse colonic macrophages constitutively produced the anti-inflammatory cytokine IL-10. In mice infected with Citrobacter rodentium, which is considered similar to enteropathogenic Escherichia coli infection in humans, macrophage IL-10 was required to prevent intestinal pathology and to promote survival. The synthesis of the proinflammatory cytokine IL-23 was significantly increased in infected mice with a myeloid cell specific deletion of IL-10 and the addition of IL-10 reduced in vitro IL-23 production by intestinal macrophages. Furthermore, blockade of IL-23 led to reduced morbidity and mortality in the context of macrophage IL-10 deficiency. Transcriptome analysis indicated that the reporter positive and negative colonic macrophage subsets were highly similar, but the reporter positive cells differed for the expression of CD163, an IL-10 target gene, suggesting an autocrine IL-10 signal, and when obtained from infected mice, they had reduced IL-23p19 mRNA. Interestingly, only transfer of the reporter positive cells could rescue IL-10 deficient infected mice. Therefore, these data indicate a pivotal role for a subset of intestinal macrophages that constitutively produces IL-10, perhaps acting in part in autocrine fashion, in controlling excessive innate immune activation, regulation of IL-23 production, and prevention of tissue damage after an acute bacterial infection in the intestine. Two replicates each of IL10+ and IL10- large intestinal macrophages. Data were normalized with the 'rma' function of the Bioconductor package, along with several GEO (GSM616132, GSM616136, GSM616140, GSM868296, GSM868297, GSM868298) and ArrayExpress (E-MEXP-3216: 04-M2WT, 05-M2WT, 06-M2WT) datasets.
2015-05-12 | E-GEOD-58677 | biostudies-arrayexpress
Project description:Recent studies suggest the presence of both âclassically activatedâ M1 and âalternatively activatedâ M2 macrophages in human atherosclerotic tissue, yet due to the lack of validated markers the reported localization patterns of these macrophage phenotypes within plaques are ambiguous. In the present study, we searched for markers that indisputably can identify differentiated M1 and M2 macrophages independently of stimuli that affect the activation status of the two subpopulations. We used these validated markers to assess the presence of M1 and M2 macrophages in different zones of human carotid artery atherosclerotic plaques obtained from 12 patients. Using microarray and qPCR technology we show that the frequently used macrophage subpopulation markers MCP-1 and CD206 do not discriminate between M1 and M2 macrophages. However, we confirm the subtype specificity of the classical M2 marker CD163 and we report that the genes INHBA and DSP (both M1) and SEPP1 and MARCKS (both M2) are highly suitable for macrophage phenotyping. mRNA expression of the pan-macrophage marker CD68 in the shoulder zones of the plaques and in adjacent tissue segments correlated positively with mRNA expression levels of SEPP1, MARCKS and CD163 (r=0.86, 0.94 and 0.96, and r= 0.86, 0.98 and 0.69, respectively) but not with the expression of the M1 markers DSP and INHBA. In contrast, mRNA expression of CD68 in the core of the plaques correlated positively with expression of DSP and INHBA (r=0.73 and 0.49) but not with SEPP1, MARCKS and CD163. These findings suggest that M1 macrophages predominate in the core of human carotid atherosclerotic plaques while M2 macrophages prevail at the periphery of the plaque. Keywords: Expression profiling by array Monocytes from healthy volunteers were differentiated into M1 and M2 macrophages by incubation with granulocyte-macrophage colony-stimulating factor (GM-CSF) or macrophage colony-stimulating factor (M-CSF), respectively. After 5 days cells were exposed to oxidized LDL. Total RNA was isolated and subjected to gene expression profiling.
2016-06-01 | E-GEOD-22543 | biostudies-arrayexpress
Project description:Background: Immune cells in the tumor microenvironment have prognostic value. In preclinical models, recruitment and infiltration of these cells depends on immune cell homing (ICH) genes such as chemokines, cell adhesion molecules, and integrins. We hypothesized ICH ligands CXCL9-11 and CCL2-5 would be associated with intratumoral T-cells, while CXCL13 would be more associated with B-cell infiltrates. Methods: Samples of human melanoma were submitted for gene expression analysis and immune cells identified by immunohistochemistry. Associations between the two were evaluated with unsupervised hierarchical clustering using correlation matrices from Spearman rank tests. Univariate analysis performed Mann-Whitney tests. Results: For 119 melanoma specimens, analysis of 78 ICH genes revealed association among genes with nonspecific increase of multiple immune cell subsets: CD45+, CD8+ and CD4+ T-cells, CD20+ B-cells, CD138+ plasma cells, and CD56+ NK-cells. ICH genes most associated with these infiltrates included ITGB2, ITGAL, CCL19, CXCL13, plus receptor/ligand pairs CXCL9 and CXCL10 with CXCR3; CCL4 and CCL5 with CCR5. This top ICH gene expression signature was also associated with genes representing immune-activation and effector function. In contrast, CD163+ M2-macrophages was weakly associated with a different ICH gene signature. Conclusion: These data do not support our hypothesis that each immune cell subset is uniquely associated with specific ICH genes. Instead, a larger set of ICH genes identifies melanomas with concordant infiltration of B-cell and T-cell lineages, while CD163+ M2-macrophage infiltration suggesting alternate mechanisms for their recruitment. Future studies should explore the extent ICH gene signature contributes to tertiary lymphoid structures or cross-talk between homing pathways.
2021-08-07 | GSE181525 | GEO
Project description:Inflammatory bowel diseases are associated with dysregulated immune responses in the intestinal tissue. Four molecularly identified macrophage subsets control immune homeostasis in healthy gut. However, the specific roles and transcriptomic profiles of the phenotypically heterogeneous CD14+ macrophage-like population in inflamed gut remain to be investigated in Crohn’s disease (CD). Here we identified two phenotypically, morphologically and functionally distinct colonic HLADR+SIRPα+CD14+ subpopulations that were further characterized using single-cell RNA-sequencing (scRNAseq) in CD. Frequencies of CD64hiCD163−/dim cells selectively augmented in inflamed colon and correlated with endoscopic score of disease severity. IL-1β and IL-23-producing CD64hiCD163−/dim cells predominated over TNF-α-producing CD64hiCD163hi cells in lesions. Purified “inflammatory monocyte-like” CD163−, but not “macrophage-like” CD163hi cells, through IL-1β, promoted Th17/Th1 but not Th1 responses in tissue memory CD4+T cells. Unsupervised scRNAseq analysis that captures the entire HLADR+SIRPα+ population revealed six clusters, two of which were enriched in either CD163− or CD163hi cells, and best defined by TREM1/FCAR/FCN1/IL1RN or CD209/MERTK/MRCI/CD163L1 genes, respectively. Selected newly identified discriminating markers were used beyond CD163 to isolate cells that shared pro-Th17/Th1 function with CD163− cells. In conclusion, a molecularly distinct pro-inflammatory CD14+ subpopulation accumulates in inflamed colon, drives intestinal inflammatory T-cell responses, and thus, might contribute to CD disease severity.
2019-11-09 | GSE140123 | GEO
Project description:Therapies against glioblastoma multiforme (GBM) have been largely ineffective due to the infiltration of immunosuppressive tumor-associated macrophages (TAMs). Recent studies demonstrated that TAMs can also be immune-activating. However, markers differentiating these heterogeneous macrophage populations have not been established. In this study, we identified a subset of macrophages expressing CD169 that promote an anti-tumoral microenvironment in GBM. Using single-cell transcriptome analysis, we found that CD169+ macrophages in human and mouse gliomas produced proinflammatory chemokines, leading to the accumulation of T cells and NK cells. Depletion of CD169+ macrophages shortened the survival of mice with gliomas and reduced the function of antitumor lymphocytes. We show that IFN-γ produced by NK cells was critical for the accumulation of CD169+ macrophages into gliomas. Additionally, CD169 expression on macrophages increased the phagocytosis of apoptotic glioma cells. Our finding suggests that the CD169+ subset of TAMs promotes antitumor immune responses against GBM.
2022-09-11 | GSE201553 | GEO
Project description:Therapies against glioblastoma multiforme (GBM) have been largely ineffective due to the infiltration of immunosuppressive tumor-associated macrophages (TAMs). Recent studies demonstrated that TAMs can also be immune-activating. However, markers differentiating these heterogeneous macrophage populations have not been established. In this study, we identified a subset of macrophages expressing CD169 that promote an anti-tumoral microenvironment in GBM. Using single-cell transcriptome analysis, we found that CD169+ macrophages in human and mouse gliomas produced proinflammatory chemokines, leading to the accumulation of T cells and NK cells. Depletion of CD169+ macrophages shortened the survival of mice with gliomas and reduced the function of antitumor lymphocytes. We show that IFN-γ produced by NK cells was critical for the accumulation of CD169+ macrophages into gliomas. Additionally, CD169 expression on macrophages increased the phagocytosis of apoptotic glioma cells. Our finding suggests that the CD169+ subset of TAMs promotes antitumor immune responses against GBM.
2022-09-11 | GSE171872 | GEO