DNA Methylation Changes in Lung Immune Cells are Associated with Granulomatous Lung Disease [CBD exp]
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE110779 | GEO | 2018/12/05
REPOSITORIES: GEO
Similar Datasets
Project description:The goal of this study was to investigate and correlate differential methylation and expression in cells from the target organ in non-infectious granulomatous lung diseases, specifically sarcoidosis and chronic beryllium disease (CBD). To that end, cells were collected from patients via bronchoalveolar lavage (BAL), and extracted nucleic acids were hybridized to genome-wide arrays. We conclude that there are many genes that are both differentially methylated and expressed in the BAL fluid of patients with granulomatous lung disease. We identified 2,726 differentially methylated CpGs mapping to 1,944 unique genes when comparing CBD patients to beryllium-sensitized (BeS) individuals without disease. 69% of these genes were also differentially expressed in CBD. Sarcoidosis patients exhibited directional consistency at many loci, but genome-wide significance was not achieved, likely due to heterogeneity in the patient population.
2018-12-05 | GSE110777 | GEO
Project description:The goal of this study was to investigate and correlate differential methylation and expression in cells from the target organ in non-infectious granulomatous lung diseases, specifically sarcoidosis and chronic beryllium disease (CBD). To that end, cells were collected from patients via bronchoalveolar lavage (BAL), and extracted nucleic acids were hybridized to genome-wide arrays. We conclude that there are many genes that are both differentially methylated and expressed in the BAL fluid of patients with granulomatous lung disease. We identified 2,726 differentially methylated CpGs mapping to 1,944 unique genes when comparing CBD patients to beryllium-sensitized (BeS) individuals without disease. 69% of these genes were also differentially expressed in CBD. Sarcoidosis patients exhibited directional consistency at many loci, but genome-wide significance was not achieved, likely due to heterogeneity in the patient population.
2018-12-05 | GSE110776 | GEO
Project description:The goal of this study was to investigate and correlate differential methylation and expression in cells from the target organ in non-infectious granulomatous lung diseases, specifically sarcoidosis and chronic beryllium disease (CBD). To that end, cells were collected from patients via bronchoalveolar lavage (BAL), and extracted nucleic acids were hybridized to genome-wide arrays. We conclude that there are many genes that are both differentially methylated and expressed in the BAL fluid of patients with granulomatous lung disease. We identified 2,726 differentially methylated CpGs mapping to 1,944 unique genes when comparing CBD patients to beryllium-sensitized (BeS) individuals without disease. 69% of these genes were also differentially expressed in CBD. Sarcoidosis patients exhibited directional consistency at many loci, but genome-wide significance was not achieved, likely due to heterogeneity in the patient population.
2018-12-05 | GSE110778 | GEO
Project description:Chronic beryllium disease (CBD) is a metal-induced hypersensitivity disorder characterized by CD4+ T cell alveolitis. Single-cell gene expression profiling of bronchoalveolar lavage (BAL) cells focused on T cells may provide insight into unique subsets of CD4+ T cells, functional pathways, and/or molecules that could potentially be developed into novel therapeutics for treating CBD and other granulomatous lung diseases. To understand the unbiased cellular composition of airway associated CD4+ T cells in subjects with beryllium exposure, we used BAL cells from one beryllium-exposed (BeS) and one CBD subject diagnosed using previously defined criteria, and these two samples comprised the disease cohort.
2022-06-01 | GSE181174 | GEO
Project description:Purpose: Using single-cell RNA sequencing to explore the common and unique pathways between progressive (SarcP) and remitting (SarcR) sarcoidosis as well as chronic beryllium disease (CBD) and sarcoidosis, focusing on macrophages and macrophages subpopulations (recruited vs. resident). Methods: We used scRNA-seq to analyze BAL cells from SarcP (N=2), SarcR (N=2), and CBD (N=3) compared to beryllium sensitized non-diseased subjects (BeS; N=2) or healthy control (Con; N=4). The controls were from Mould KJ, et al. Airspace Macrophages and Monocytes Exist in Transcriptionally Distinct Subsets in Healthy Adults. Am J Respir Crit Care Med 2020. We used the R package Seurat to project cells unto Uniform Manifold Approximation and Projection (UMAP) 2D space, identify cell clusters, and detect differentially expressed (DE) genes. Results: We focused our analysis on macrophages (excluding cell clusters going through the cell cycle). We first compared disease groups to healthy control Using False Discovery Rate (FDR) adjusted p<0.05 and absolute log fold change (log FC)>0.25. We identified 191, 242, and 234 DE genes within all macrophages for the comparisons of SarcP vs. Con, SarcR vs. Con, and CBD vs. Con, respectively, with 82 genes common to all three comparisons; 47 out of the 82 genes were common to all comparisons in regards to recruited macrophages. Conclusions: We focused this first single-cell transcriptome study in granulomatous lung disease on macrophages. This study offers investigators cell-specific transcriptional changes (genes and networks/pathways) to consider mechanisms of granulomatous disease and as potential drug targets.
2021-09-27 | GSE184735 | GEO
Project description:Introduction: Sarcoidosis is a multisystem immuno-inflammatory disorder of unknown etiology that most commonly involves the lungs. We hypothesized that an unbiased approach to identify pathways activated in alveolar macrophagesâa key immuno-inflammatory cell in the lungâcan shed light on the pathogenesis of this complex disease. Methods: We recruited 15 patients with various stages of sarcoidosis and 12 healthy controls. All subjects underwent bronchoscopy with lavage. For each subject, total RNA was extracted from bronchoalveolar (BAL) cells and hybridized to an Affymetrix GeneChip Human Genome U133A 2.0 microarray. Rigorous statistical methods were applied to identify differential gene expression between subjects with sarcoidosis vs. controls. To better elucidate pathways differentially activated between these groups, we applied gene set enrichment analysis (GSEA) to the transcriptional profiles of BAL cells. We used false discovery rate (FDR) < 0.01 to designate significant enrichment. Results: Sarcoid patients were either non-smokers or ex-smokers, all had lung involvement and only 2 were on systemic prednisone. Healthy controls were all non-smokers. Comparison of BAL cell gene expression between sarcoidosis and healthy subjects revealed over 1200 differentially expressed genes at an FDR cutoff < 0.01. Several previously described immune mediators, such as interferon gamma, were up-regulated in the sarcoidosis subjects. Since genes often exert their influence through functionally coherent modules, we performed GSEA based on global expression profiles of alveolar macrophages between the subject groups. We identified more than 200 gene sets enriched in patients with sarcoidosis whereas very few pathways were over-represented in the healthy controls. Many of the sarcoidosis-associated pathways mapped to inflammatory and immune-related processes including T-cell signaling, graft vs. host disease, IL-12, IL-23, and IL-17 pathways, and oxidative phosphorylation. However, we also found and confirmed significant alteration in Proteasome-related pathways. Conclusions: BAL cells in sarcoidosis are characterized by enrichment of distinct transcriptional networks involved in immuno-inflammatory and proteasomal processes. Our findings add to the growing evidence implicating airspace resident cells in the pathogenesis of sarcoidoisis and identify specific pathways whose activation may modulate disease progression. Total RNA from BAL cells of 15 subjects with sarcoidosis and 12 healthy controls was hybridized to 27 Affymetrix Genechip Human U133A 2.0 microarrays
2016-07-22 | E-GEOD-75023 | biostudies-arrayexpress
Project description:Cutaneous sarcoidosis skin provides relatively non invasive access to granulomatous sarcoidosis tissue. Twenty participants were enrolled: 15 with active CS and 5 healthy volunteers. Microarray analyses comparing non-LS and healthy volunteer skin with LS showed several thousand genes differentially expressed
2011-10-12 | E-GEOD-32887 | biostudies-arrayexpress
Project description:Sarcoidosis is a disease that affects multiple organ systems, with lung disease seen commonly and is the most frequent cause of sarcoidosis-related mortality. We investigated to compare protein expression in the lung from both bronchoalveolar lavage fluid (BAL) cells and fluid (BALF) in newly diagnosed patients with sarcoidosis. Mass spectral data acquisition was conducted on an Orbitrap Fusion instrument in data-dependent mode using either label-free (BALF) or label-based (intracellular) approach. We identified 4,306 high confidence intracellular proteins (probability >99%) with 272 differentially expressed proteins controlling for an FDR 5%. The protein map to several known canonical pathways including phagosome maturation, clathrin-mediated endocytic signaling, NRF-2 mediated oxidant stress response, The examination of BALF identified 1,192 proteins, xxx and xxx protein with differential expression between controls vs. sarcoidosis and progressive vs. non-progressive sarcoidosis respectively. Several of the proteins identified mapping to the differentially expressed proteins were also detected in the BALF.
2021-09-08 | PXD014438 | Pride
Project description:Cutaneous sarcoidosis skin provides relatively non invasive access to granulomatous sarcoidosis tissue.
2011-10-13 | GSE32887 | GEO
Project description:Introduction: Sarcoidosis is a multisystem immuno-inflammatory disorder of unknown etiology that most commonly involves the lungs. We hypothesized that an unbiased approach to identify pathways activated in alveolar macrophages—a key immuno-inflammatory cell in the lung—can shed light on the pathogenesis of this complex disease. Methods: We recruited 15 patients with various stages of sarcoidosis and 12 healthy controls. All subjects underwent bronchoscopy with lavage. For each subject, total RNA was extracted from bronchoalveolar (BAL) cells and hybridized to an Affymetrix GeneChip Human Genome U133A 2.0 microarray. Rigorous statistical methods were applied to identify differential gene expression between subjects with sarcoidosis vs. controls. To better elucidate pathways differentially activated between these groups, we applied gene set enrichment analysis (GSEA) to the transcriptional profiles of BAL cells. We used false discovery rate (FDR) < 0.01 to designate significant enrichment. Results: Sarcoid patients were either non-smokers or ex-smokers, all had lung involvement and only 2 were on systemic prednisone. Healthy controls were all non-smokers. Comparison of BAL cell gene expression between sarcoidosis and healthy subjects revealed over 1200 differentially expressed genes at an FDR cutoff < 0.01. Several previously described immune mediators, such as interferon gamma, were up-regulated in the sarcoidosis subjects. Since genes often exert their influence through functionally coherent modules, we performed GSEA based on global expression profiles of alveolar macrophages between the subject groups. We identified more than 200 gene sets enriched in patients with sarcoidosis whereas very few pathways were over-represented in the healthy controls. Many of the sarcoidosis-associated pathways mapped to inflammatory and immune-related processes including T-cell signaling, graft vs. host disease, IL-12, IL-23, and IL-17 pathways, and oxidative phosphorylation. However, we also found and confirmed significant alteration in Proteasome-related pathways. Conclusions: BAL cells in sarcoidosis are characterized by enrichment of distinct transcriptional networks involved in immuno-inflammatory and proteasomal processes. Our findings add to the growing evidence implicating airspace resident cells in the pathogenesis of sarcoidoisis and identify specific pathways whose activation may modulate disease progression.
2016-07-22 | GSE75023 | GEO