Spatial profiling of human immune cells in sarcoidosis
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA942949 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR23782200_1.fastq.gz | Fastqsanger.gz | |||
| SRR23782200_2.fastq.gz | Fastqsanger.gz | |||
| SRR23782201_1.fastq.gz | Fastqsanger.gz | |||
| SRR23782201_2.fastq.gz | Fastqsanger.gz | |||
| SRR23782202_1.fastq.gz | Fastqsanger.gz |
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Project description:Sarcoidosis is a multiorgan inflammatory disease that is characterized by tissue granulomas and remains so challenging for clinicians to diagnose that it has been called “the great imitator”. Here, by performing single-cell sequencing and spatial transcriptomics on skin granulomas from sarcoid and non-sarcoid patients, we discovered increased recruitment of innate lymphoid cells in granulomas. Sarcoid-associated cells exhibited increased cell migration compared to healthy individuals. Importantly, granuloma formation was attenuated in mice genetically lacking these cells or treated with a pharmacologic inhibitor.
2024-09-13 | GSE227041 | GEO
Project description:Cardiac involvement is an important determinant of mortality amongst sarcoidosis patients. While granulomatous inflammation is a hallmark finding in cardiac sarcoidosis, the precise immune cell populations that comprise the granuloma remain unresolved. Furthermore, it is unclear how the cellular and transcriptomic landscape of cardiac sarcoidosis differs from other inflammatory heart diseases. We leveraged spatial transcriptomics (GeoMx DSP) and single nucleus RNA sequencing (snRNAseq) to elucidate the cellular and transcriptional landscape of cardiac sarcoidosis. Using GeoMX DSP technology, we compared the transcriptomal profile of CD68+ rich immune cell infiltrates in human cardiac sarcoidosis, giant cell myocarditis, and lymphocytic myocarditis. We performed snRNAseq of human cardiac sarcoidosis to identify immune cell types and examined their transcriptomic landscape and regulation. Using multi-channel immunofluorescence staining, we validated immune cell populations identified by snRNAseq, determined their spatial relationship, and devised an immunostaining approach to distinguish cardiac sarcoidosis from other inflammatory heart diseases. Despite overlapping histological features, spatial transcriptomics identified transcriptional signatures and associated pathways that robustly differentiated cardiac sarcoidosis from giant cell myocarditis and lymphocytic myocarditis. snRNAseq revealed the presence of diverse populations of myeloid cells in cardiac sarcoidosis with distinct molecular features. We identified GPNMB as a novel marker of multinucleated giant cells and predicted that the MITF family of transcription factors regulated this cell type. We also detected additional macrophage populations in cardiac sarcoidosis including HLA-DR+ macrophages, SYTL3+ macrophages and CD163+ resident macrophages. HLA-DR+ macrophages were found immediately adjacent to GPMMB+ giant cells, a distinct feature compared with other inflammatory cardiac diseases. SYTL3+ macrophages were located scattered throughout the granuloma and CD163+ macrophages, CD1c+ dendritic cells, non-classical monocytes, and T-cells were located at the periphery and outside of the granuloma. Finally, we demonstrate mTOR pathway activation is associated with proliferation and is selectively found in HLA-DR+ and SYLT3+ macrophages. In this study, we identified diverse populations of immune cells with distinct molecular signatures that comprise the sarcoid granuloma. These findings provide new insights into the pathology of cardiac sarcoidosis and highlight opportunities to improve diagnostic testing.
2022-07-01 | GSE205734 | GEO
Project description:Purpose: Granulomas are lumps of immune cells that can form in various organs, causing chronic inflammation and tissue destruction. While most granulomas appear histologically heterogeneous and unstructured, they have a certain resemblance of lymphoid organ formation. We thus pursued the hypothesis that granuloma formation is a highly orchestrated process that mixes and repurposes various regulatory mechanisms of normal development Methods: We performed single-cell sequencing and spatial transcriptomics on granulomas from patients diagnosed with cutaneous sarcoidosis, and we bioinformatically reconstructed their gene-regulatory networks and cell-cell interactions Results: We observed regulatory processes underlying granuloma formation that were highly conserved across individuals and followed characteristic spatial patterns. We identified metabolically reprogrammed macrophages, various T cells subsets and structural cells including fibroblasts and endothelial cells as key players in granulomas. Specifically, exhausted interferon-gamma-producing Th17.1 cells with cytotoxic potential and inflammatory fibroblasts were identified as drivers of granuloma formation by attracting various immune cell types. Summary: we found that granuloma formation in sarcoidosis is a molecular and cellular process that adopts specific aspects of normal lymphoid organ development in aberrant combinations. Our study frames human granuloma formation as a developmental pathology and raises the future perspective of therapeutic targeting of granuloma-specific regulatory programs.
2023-02-07 | GSE192460 | GEO
Project description:Purpose: Granulomas are lumps of immune cells that can form in various organs, causing chronic inflammation and tissue destruction. While most granulomas appear histologically heterogeneous and unstructured, they have a certain resemblance of lymphoid organ formation. We thus pursued the hypothesis that granuloma formation is a highly orchestrated process that mixes and repurposes various regulatory mechanisms of normal development Methods: We performed single-cell sequencing and spatial transcriptomics on granulomas from patients diagnosed with cutaneous sarcoidosis, and we bioinformatically reconstructed their gene-regulatory networks and cell-cell interactions Results: We observed regulatory processes underlying granuloma formation that were highly conserved across individuals and followed characteristic spatial patterns. We identified metabolically reprogrammed macrophages, various T cells subsets and structural cells including fibroblasts and endothelial cells as key players in granulomas. Specifically, exhausted interferon-gamma-producing Th17.1 cells with cytotoxic potential and inflammatory fibroblasts were identified as drivers of granuloma formation by attracting various immune cell types. Summary: we found that granuloma formation in sarcoidosis is a molecular and cellular process that adopts specific aspects of normal lymphoid organ development in aberrant combinations. Our study frames human granuloma formation as a developmental pathology and raises the future perspective of therapeutic targeting of granuloma-specific regulatory programs.
2023-02-07 | GSE192456 | GEO
Project description:Single-cell and spatial architecture of human tissue granulomas reveals an aberrant immune-regulatory program underlying sarcoidosis [spatial transcriptomics data]
| PRJNA791612 | ENA
Project description:Single-cell and spatial architecture of human tissue granulomas reveals an aberrant immune-regulatory program underlying sarcoidosis
| PRJNA791605 | ENA
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:Sarcoidosis is a multisystemic disease characterized by non-caseating granuloma infiltrating various organs. The form with symptomatic muscular involvement is called muscular sarcoidosis. The impact of immune cells composing the granuloma on the skeletal muscle is misunderstood. Here, we investigated the granuloma-skeletal muscle interactions through spatial transcriptomics. Five major transcriptomic clusters corresponding to perigranuloma, granuloma, and three successive muscle tissue areas (proximal, intermediate and distal) around the granuloma were identified. Analyses revealed upregulated pathways in the granuloma corresponding to the activation of T-lymphocytes and monocytes/macrophages cytokines and upregulation of extracellular matrix signatures and induction of the TGF-β signaling in the perigranuloma. Comparison between proximal and distal muscles to the granuloma revealed an inverse correlation between distance to the granuloma and upregulation of cellular response to interferon-γ/α, TNF-α, IL-1,4,6, fibroblast proliferation, epithelial to mesenchymal cell transition and downregulation of muscle gene expression. These data shed light on the intercommunications between granulomas and the muscle tissue and provides pathophysiological mechanisms by showing that granuloma immune-cells have a direct impact on proximal muscle tissue by promoting its progressive replacement by fibrosis via the expression of pro-inflammatory and pro-fibrosing signatures. These data could possibly explain the evolution towards a state of disability for some patients.
2023-11-29 | GSE243291 | GEO
Project description:Introduction: In sarcoidosis, peripheral lymphopenia and anergy have been associated with increased inflammation and maladaptive immune activity, likely promoting development of chronic and progressive disease. However, the molecular mechanisms that lead to reduced lymphocyte proportions, particularly CD4+ T-cells, have not been fully elucidated. We posit that paradoxical peripheral lymphopenia is characterized by a dysregulated transcriptomic network associated with cell function and fate that results from altered transcription factor targeting activity. Methods: Messenger RNA-sequencing (mRNA-seq) was performed on peripheral blood mononuclear cells (PBMCs) from ACCESS study subjects with sarcoidosis and matched controls and findings validated on a sarcoidosis case-control cohort and a sarcoidosis case series. Preserved PBMC transcriptomic networks between case-control cohorts were assessed to establish cellular associations with gene modules and define regulatory targeting involved in sarcoidosis immune dysregulation utilizing weighted gene co-expression network analysis and differential transcription factor involvement analysis. Network centrality measures identified master transcriptional regulators of subnetworks related to cell proliferation and death. Predictive models of differential PBMC proportions constructed from ACCESS target gene expression corroborated the relationship between aberrant transcription factor regulatory activity and imputed and clinical PBMC populations in the validation cohorts. Results: We identified two unique and preserved gene modules significantly associated with sarcoidosis immune dysregulation. Strikingly, increased expression of a monocyte-driven, and not a lymphocyte-driven, gene module related to innate immunity and cell death was the best predictor of peripheral CD4+ T-cell proportions. Within the gene network of this monocyte-driven module, TLE3 and CBX8 were determined to be master regulators of the cell death subnetwork. A core gene signature of differentially over-expressed target genes of TLE3 and CBX8 involved in cellular communication and immune response regulation accurately predicted imputed and clinical monocyte expansion and CD4+ T-cell depletion. Conclusions: Altered transcriptional regulation associated with aberrant gene expression of a monocyte-driven transcriptional network likely influences lymphocyte function and survival. Although further investigation is warranted, this indicates that crosstalk between hyperactive monocytes and lymphocytes may instigate peripheral lymphopenia and underlie sarcoidosis immune dysregulation and pathogenesis. Future therapies selectively targeting master regulators, or their targets, may mitigate dysregulated immune processes in sarcoidosis and disease progression.
2022-10-14 | GSE155644 | GEO
Project description:Transcriptional and immune landscape of cardiac sarcoidosis
| PRJNA847259 | ENA