ScRNAseq of monocytes from Trained immunity experiments
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ABSTRACT: scRNAseq of monocytes from in vitro Trained immunity experiments stimulated by β-glucan (BG), uric acid (UA), muramyl dipeptide (MDP), oxidized low-density lipoprotein (oxLDL), or RPMI-Control, and respective samples restimulated with Lipopolysaccharide (LPS).
Project description:Since the introduction of new generation pertussis vaccines, resurgence of pertussis is observed in many developed countries. Former whole-cell pertussis vaccines (wP) are able to protect against disease and transmission but have been replaced in several industrialized countries because of their reactogenicity and adverse effects. Current acellular pertussis vaccines (aP), made of purified proteins of Bordetella pertussis, are efficient at preventing disease but fail to induce long-term protection from infection. While the systemic and mucosal T cell immunity induced by the two types of vaccines has been well described, much less is known concerning B cell responses. Taking advantage of an inducible AID-Cre-EYFP fate-mapping mouse model, we sorted and analyzed by scRNAseq the transcriptomic profiles of memory B cells after a combination of prime:boost with the two classes of vaccines. B220+EYFP+GL7-PNA- memory B cells from the draining lymph nodes (dLNs) of tamoxifen-fed mice were FACS sorted 7 weeks after boost, alongside with B220+EYFP+GL7+PNA+ germinal center (GC) B cells and B220+GL7-PNA-EYFP-IgD+ naive B cells as a control population for the unsupervised clustering analysis. Single-cell mRNA sequencing was performed according to an adapted version of the SORT-seq protocol (Muraro et al., 2016, PMID: 27693023, with primers described in van den Brink et al. 2017), with cDNA libraries generation, sequencing and reads alignment performed at Single Cell Discoveries (Utrecht, Netherlands).
Project description:Gene expression arrays and genotyping data in primary human monocytes from healthy individuals of European ancestry that have either been unstimulated (baseline), exposed to Lipopolysaccharide (90 minutes or 6 hours duration), muramyl-dipeptide (90 minutes or 6 hours duration) or transfected with 5’-triphosphate RNA (90 minutes or 6 hours duration). Please note that eQTL analysis methods and result files format are available as additional files attached to this experiment ( see https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-5631/files/ ).
Project description:Analysis examining the effect of the Crohn's disease-associated ATG16L1 polymorphism on the responses to stimulation components derived from various bacteria classes. Expression analysis was performed on RNA extracted from peripheral blood mononuclear cells (PBMCs) from healthy genotyped volunteers were stimulated for 24h with RPMI alone, or RPMI containing heat-killed Borrelia burgdorferi , muramyl dipeptide (MDP) or Pam3Cys.
Project description:To test the impact of nonsense-mediated decay (NMD) on BCR/TCR RNA sequences, we treated peripheral blood mononuclear cells (PBMCs) with cycloheximide to block NMD and analyzed treated and untreated cells by scRNA-seq with scVDJ-seq.
Project description:Rheumatoid arthritis (RA) is a chronic inflammatory disease associated with localized bone involvement characterized by the presence of bone erosions. Evidence-based data suggest that under inflammatory conditions, classical monocytes are the main source of osteoclasts and might be involved in bone erosion pathophysiology. Here, we analyze the transcriptomic profile of classical monocytes in erosive and non-erosive rheumatoid arthritis patients in order to better understand their contribution to bone erosion. Thirty-nine premenopausal RA patients and 20 healthy age-matched women were recruited for this study. Classical monocytes were isolated from peripheral blood through negative selection. Sequencing library was constructed using the Quant-seq® 30 mRNA-Seq Library Prep Kit (Lexogen®) and sequenced using an Illumina Seq 2500 platform (Illumina®). Differential expression analysis was performed between patients and control groups. Therefore, gene sets analysis was performed to identify the enriched biological pathways. Results suggested that alterations in pathways related to the inflammatory process and impairment of bone formation have an important role in the pathophysiology of bone erosions in patients with rheumatoid arthritis.
Project description:Polyarticular Juvenile Idiopathic Arthritis (pJIA) is a childhood-onset autoimmune disease. Immune cells contribute to persistent inflammation observed in pJIA. Despite the crucial roleof monocytes in arthritis, the precise involvement of classical monocytes in the pathogenesis of pJIA remains uncertain. Here, we aimed to uncover the transcriptomic patterns of classical monocytes in pJIA, focusing on their involvement in disease mechanism and heterogeneity. Seventeen healthy subjects and eighteen premenopausal women with pJIA according to ILAR criteria were included. Classical monocytes were isolated and RNA sequencing was performed. Differential expression analysis was used to compare pJIA patients and healthy control group. Differentially expressed genes (DEGs) were identified and gene set enrichment analysis (GSEA) was performed. Using unsupervised learning approach, patients were clustered in two groups based on their similarities at transcriptomic level. Subsequently, these clusters underwent a comparative analysis to reveal differences at the transcriptomic level. We identified 440 DEGs in pJIA patients of which 360 were up-regulated and 80 down-regulated. GSEA highlighted TNF- and IFN- response. Importantly, this analysis detected genes targeted by pJIA therapy, but also identified new modulators of immuno-inflammation. PLAUR, IL1B, IL6, CDKN1A, PIM1 and ICAM1 were pointed as drivers of chronic hyperinflammation. Unsupervised learning approach revealed two clusters within pJIA, each exhibiting varying inflammation levels. These findings indicate the pivotal role of immuno-inflammation driven by classical monocytes in pJIA and reveals the existence of two subclusters within pJIA, regardless the positivity of rheumatoid factor and anti-CCP, paving the way to precision medicine.
Project description:We used Affymetrix microarrays to investigate gene expression changes in PBMCs isolated from male patients ongoing secondary prevention of CVD to determine significant modulatory effects that may have been induced by the intake of an initial dose of 8 mg of resveratrol-enriched grape extract for 6 months and then, 16 mg for a further 6 months. The aim of this work was to determine whether the daily intake of dietary levels of resveratrol (RES) for a total of 12 months exerted any modulatory effects, at the level of gene expression, in PBMCs isolated from patients in secondary prevention of CVD. Male patients were divided in 3 groups: placebo (A), grape extract (B) and resveratrol-enriched grape extract (C). Total RNA was extracted from isolated PBMCs belonging to a total of 18 diabetic male patients (6 from each group) in 3 time points (at day 0, after 6 months and after 12 months) to compare differential gene expression between the groups. Differential gene expression after 6 and 12 months of the study for each group: placebo (A), grape extract (B) and resveratrol-enriched grape extract (C)
Project description:In this experiment we investigated the effect of HDAC3 inhibition on the transcriptome of IFNg-primed macrophages under different tolerization conditions. Peripheral blood mononuclear cells (PBMCs) were isolated from 3 healthy donors. PBMCs were isolated from whole blood of healthy donors using Ficoll gradient (Invitrogen). Monocytes (CD14+ cells) were positively selected from PBMCs using CD14 Microbeads according to the manufacturer’s instructions (Miltenyi Biotec). Monocytes were subsequently treated with or without 500 nM HDAC3i (ITF3100) for 30 minutes prior to overnight IFNg priming (50 ng/mL). Cells were then kept without LPS (non-LPS; N), treated with 10 ng/mL LPS once (non-tolerized; NT), or treated with LPS twice (tolerized; T; second LPS concentration: 100 ng/mL).
Project description:Extracellular vesicles play an important role in human cellular communication. Here, we show that human and mouse monocytes release TGF-β1-transporting vesicles in response to the pathogenic fungus Candida albicans. Soluble beta-glucan from Candida albicans binds to complement receptor 3 (CR3, CD11b/CD18) on monocytes and induces the release of TGF-β1-transporting vesicles. CR3-dependence is demonstrated using CR3-deficient (CD11b knockout) monocytes generated by CRISPR-CAS9 genome editing and isolated from CR3-deficient (CD11b knockout) mice. Isolated vesicles dampen the pro-inflammatory response in human M1-macrophages as well as in whole blood. Binding of the vesicle-transported TGF-β1 to the TGF-β receptor inhibits IL-1β gene transcription via the SMAD7 pathway in whole blood and induces TGF-β1 transcription in endothelial cells. Inhibition of TGF-β1 relieved the suppression of such proinflammatory effect. Notably, human opsonized apoptotic bodies induce similar TGF-β1-transporting vesicles in monocytes, suggesting that the early immune response is suppressed through this newly identified CR3-dependent anti-inflammatory vesicle pathway.
Project description:In order to dissect the response from different fungal cell wall components, monocyte-derived dendritic cells obtained from healthy donors were collected and either left untreated, or treated for four hours with either mannan, zymosan, curdlan, whole yeast, or yeast spores. This experiment is related to E-MTAB-1213.