Time-course cellular interactome analysis by single-cell RNA-seq in bleomycin-induced pulmonary fibrosis
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE201698 | GEO | 2022/05/02
REPOSITORIES: GEO
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Project description:Pulmonary fibrosis (PF) is an intractable disorder with a poor prognosis. Although lung fibroblasts play central roles in PF, their key regulatory molecules remain unclear. To identify PF pathology-associated gene modules and their hub TFs in activated lung fibroblasts, we performed time-course transcriptome analysis of the fibroblasts purified from the lungs of bleomycin- and silica-treated Col1a2-GFP reporter mice.
2019-01-30 | GSE110540 | GEO
Project description:Pulmonary fibrosis (PF) is an intractable disorder with a poor prognosis. Although lung fibroblasts play central roles in PF, their key regulatory molecules remain unclear. We performed transcriptome analysis of lung fibroblasts from bleomycin- and silica-treated murine lungs and identified 55 hub transcription factors highly connected to gene modules differentially expressed in PF. To elucidate whether fibroblast-specific intervention against the hub transcription factor Srebf1 modulates pathogenic activation of lung fibroblasts in vivo, we intratracheally-transferred active form of Srebf1-overexpressed fibroblasts into bleomycin-treated lungs and performed global transcriptome analysis.
2019-01-30 | GSE110533 | GEO
Project description:Time-course cellular interactome analysis by single-cell RNA-seq in bleomycin-induced pulmonary fibrosis
| PRJNA832690 | ENA
Project description:We conducted fibroblast-specific transcriptome analysis by next generation sequencing in order to investigate qualitative change and activation signatures of lung fibroblasts in bleomycin-induced pulmonary fibrosis. Lung fibroblasts were identified by using reporter mice of collagen-α2(I), in which collagen I-producing fibroblasts were labeled with EGFP. Lungs were dissociated with protease sollution, and single cell suspension were stained with lineage markers (Ter119, CD45, CD31, EpCAM). Lineage- GFP+ cells were sorted out and mRNA was collected. Using serial analysis of gene expression (SAGE) method, we identified 2,973,937 SAGE tags (1,080,798 tags from saline-treated GFP+ fibroblasts and 1,893,139 tags from bleomycin-treated GFP+ fibroblasts). We found that genes related to extracellular matrix construction were highly up-regulated in fibroblasts from belomycin-treated lungs. Moreover, an analysis of mRNA profiles revealed biological functions such as proliferation, invasion, adhesion, and migration were promoted in fibroblasts from bleomycin-treated lung, which recapitulated the role of fibroblasts in the fibrogenesis. These fibroblast-specific gene expression profiles will be important notions in future fibrosis studies. mRNA profiles of Lung fibroblasts from 3 mice at day 14 after saline or bleomycin treatment.
2013-07-22 | E-GEOD-42564 | biostudies-arrayexpress
Project description:Pulmonary fibrosis is a disease characterized by inflammatory cell infiltration, scar formation, deposition of extracellular matrix, alveolar epithelial cell injury and hyperplasia. To determine if alterations in microRNA expression contribute to these phenotypes, microRNA expression profiling of the lungs from bleomycin treated C57Bl/6J mice, relative to that of untreated controls, was undertaken. Mice were treated at 8 weeks old with 100 Units/kg of bleomycin delivered subcutaneously with osmotic minipumps. At 42 days post treatment mice were euthanized and lung microRNA isolated. We identified 11 microRNA's to be significantly differentially expressed (FDR threshold of 0.01) in the lungs of bleomycin treated mice and confirmed these data with real time PCR measurements. These included bleomycin upregulated miR-34a, 335-5p, 207, 21, 301a, 146b, 199a-5p, and 449a and bleomycin downregulated miR-151-3p, 26a and 676. We have previously shown that 1558 genes are differentially expressed in the lungs of bleomycin treated mice. Of the 1412 targets of upregulated microRNAs, 142 were confirmed to be downregulated in the gene expression profile (GEP). Of the 583 targets of downregulated microRNAs, 53 were confirmed to be upregulated in the gene expression profile. Pathway analysis of the microRNA targets and GEP overlapping genes indicated that altered microRNA expression is associated with cellular development, cellular growth, cellular proliferation and changed tissue/cell morphology. Specific pathways include HGF signaling, Cholecystokinin/Gastrin-mediated signaling, Endothelin-1 signaling, RAR activation, Phospholipase C signaling and IGF1 signaling. We conclude that altered microRNA expression is a feature of pulmonary fibrosis which putatively influences components of the altered airway disease. Two condition study, C57Bl/6J mice treated with 100 Units/kg bleomycin and untreated controls. Biological replicated n =3 for each group. Left lung tissue.
2013-09-01 | E-GEOD-45789 | biostudies-arrayexpress
Project description:Pulmonary fibrosis (PF) is a chronic interstitial lung disease that causes irreversible and progressive lung scarring and respiratory failure. Activation of fibroblasts (FBs) play a central role in progression of PF. Here we report that platelet endothelial aggregation receptor 1 (Pear1) in FBs is a new molecular target for PF therapy. Pear1 deficiency spontaneously caused respiratory function decline and alveolar collagens accumulation in old mice. The degree of PF and mortality induced by bleomycin were significantly enhanced in Pear1 deficient mice. FB Mesenchyme-specific Pear1 deficiency aggravated bleomycin-induced PF, confirming that Pear1 modulates PF progression probably byvia regulation of FBs function. Single cell RNA-seq analysis of pulmonary FB and functional enrichment analysis revealed drastic expansion of Aactivated- FB clusters and enrichment of activated FB marker genes in extracellular matrix (ECM) development and pulmonary fibrosis in Pear1-/- fibrotic lungs. CD140+ bulk tissue RNA-seq analysis further confirmed that multiple mesenchyme development pathways especially epithelial mesenchymal transition (EMT) are enriched with up-regulated genes involving FB mediated ECM organization and development in in Pear1-/- fibrotic lungs. We further found that Pear1 associated with Protein Phosphatase 1 to suppress fibrotic factors such as TGFß, FGF or PDGF-induced intracellular signalling and FB activation. Intratracheal aerosolization of monoclonal antibody activating Pear1 greatly ameliorates PF in both wild-type mice and Pear1-humanized mice, suggesting that targeting Pear1 may serve as a new therapeutic strategy for PF.
2021-10-20 | GSE183545 | GEO
Project description:Pulmonary fibrosis is a disease characterized by inflammatory cell infiltration, scar formation, deposition of extracellular matrix, alveolar epithelial cell injury and hyperplasia. To determine if alterations in microRNA expression contribute to these phenotypes, microRNA expression profiling of the lungs from bleomycin treated C57Bl/6J mice, relative to that of untreated controls, was undertaken. Mice were treated at 8 weeks old with 100 Units/kg of bleomycin delivered subcutaneously with osmotic minipumps. At 42 days post treatment mice were euthanized and lung microRNA isolated. We identified 11 microRNA's to be significantly differentially expressed (FDR threshold of 0.01) in the lungs of bleomycin treated mice and confirmed these data with real time PCR measurements. These included bleomycin upregulated miR-34a, 335-5p, 207, 21, 301a, 146b, 199a-5p, and 449a and bleomycin downregulated miR-151-3p, 26a and 676. We have previously shown that 1558 genes are differentially expressed in the lungs of bleomycin treated mice. Of the 1412 targets of upregulated microRNAs, 142 were confirmed to be downregulated in the gene expression profile (GEP). Of the 583 targets of downregulated microRNAs, 53 were confirmed to be upregulated in the gene expression profile. Pathway analysis of the microRNA targets and GEP overlapping genes indicated that altered microRNA expression is associated with cellular development, cellular growth, cellular proliferation and changed tissue/cell morphology. Specific pathways include HGF signaling, Cholecystokinin/Gastrin-mediated signaling, Endothelin-1 signaling, RAR activation, Phospholipase C signaling and IGF1 signaling. We conclude that altered microRNA expression is a feature of pulmonary fibrosis which putatively influences components of the altered airway disease.
2013-09-01 | GSE45789 | GEO
Project description:Pulmonary fibrosis (PF) is a chronic interstitial lung disease that causes irreversible and progressive lung scarring and respiratory failure. Activation of fibroblasts (FBs) play a central role in progression of PF. Here we report that platelet endothelial aggregation receptor 1 (Pear1) in FBs is a new molecular target for PF therapy. Pear1 deficiency spontaneously caused respiratory function decline and alveolar collagens accumulation in old mice. The degree of PF and mortality induced by bleomycin were significantly enhanced in Pear1 deficient mice. FB Mesenchyme-specific Pear1 deficiency aggravated bleomycin-induced PF, confirming that Pear1 modulates PF progression probably byvia regulation of FBs function. Single cell RNA-seq analysis of pulmonary FB and functional enrichment analysis revealed drastic expansion of Aactivated- FB clusters and enrichment of activated FB marker genes in extracellular matrix (ECM) development and pulmonary fibrosis in Pear1-/- fibrotic lungs. CD140+ bulk tissue RNA-seq analysis further confirmed that multiple mesenchyme development pathways especially epithelial mesenchymal transition (EMT) are enriched with up-regulated genes involving FB mediated ECM organization and development in in Pear1-/- fibrotic lungs. We further found that Pear1 associated with Protein Phosphatase 1 to suppress fibrotic factors such as TGFß, FGF or PDGF-induced intracellular signalling and FB activation. Intratracheal aerosolization of monoclonal antibody activating Pear1 greatly ameliorates PF in both wild-type mice and Pear1-humanized mice, suggesting that targeting Pear1 may serve as a new therapeutic strategy for PFand significantly improves their survival rate.
2021-10-20 | GSE183657 | GEO
Project description:We conducted fibroblast-specific transcriptome analysis by next generation sequencing in order to investigate qualitative change and activation signatures of lung fibroblasts in bleomycin-induced pulmonary fibrosis. Lung fibroblasts were identified by using reporter mice of collagen-α2(I), in which collagen I-producing fibroblasts were labeled with EGFP. Lungs were dissociated with protease sollution, and single cell suspension were stained with lineage markers (Ter119, CD45, CD31, EpCAM). Lineage- GFP+ cells were sorted out and mRNA was collected. Using serial analysis of gene expression (SAGE) method, we identified 2,973,937 SAGE tags (1,080,798 tags from saline-treated GFP+ fibroblasts and 1,893,139 tags from bleomycin-treated GFP+ fibroblasts). We found that genes related to extracellular matrix construction were highly up-regulated in fibroblasts from belomycin-treated lungs. Moreover, an analysis of mRNA profiles revealed biological functions such as proliferation, invasion, adhesion, and migration were promoted in fibroblasts from bleomycin-treated lung, which recapitulated the role of fibroblasts in the fibrogenesis. These fibroblast-specific gene expression profiles will be important notions in future fibrosis studies.
2013-07-22 | GSE42564 | GEO
Project description:Pulmonary fibrosis (PF) is a progressive disease with a poor prognosis and lack of effective treatments. Therefore, identifying effective therapeutic modalities is required to improve outcome. However, the lack of predictive progressive disease biomarkers in the clinic causes a significant gap in the preclinical to clinical translational process. Here, we assessed and identified progressive alterations in pulmonary function, transcriptomics, and metabolomics in mice lungs at 7, 14, 21, and 28 days after a single dose of oropharyngeal bleomycin. By integrating multi-omics data, we identified two central gene subnetworks associated with multiple critical pathological changes in transcriptomics and metabolomics as well as pulmonary function. We presented a multi-omics-based framework to establish a translational link between the bleomycin-induced PF model in mice and human idiopathic pulmonary fibrosis to identify druggable targets and test therapeutic candidates. Our study also indicated peripheral CB1R antagonism as a rational therapeutic target for clinical translation in PF.
2023-04-11 | GSE213709 | GEO