ArticleRespiratory research2023
Spatially distinct molecular patterns of gene expression in idiopathic pulmonary fibrosis.
Article in Respiratory research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed, 29 citations in OpenAlex.
- Transcriptional factor KLF9 in pulmonary fibrosis: from molecular mechanisms to precision intervention-a narrative review.Journal of thoracic disease · 2026Review
- A Conserved Macrophage-to-Hepatic Stellate Cell PDGF Axis in Human MASH Identified by Multi-Cohort sc/snRNA-Seq Re-Analysis.International journal of molecular sciences · 2026Article
- Altered cholesterol immunometabolism activates the macrophage NLRP3-inflammasome in lung fibrosis.American journal of respiratory cell and molecular biology · 2026Article
- Ectopic expression of MUC5B in the respiratory bronchiole initiates endoplasmic reticulum stress in the IPF lung.American journal of respiratory cell and molecular biology · 2026Article
- Mapping cellular and ECM heterogeneity in pulmonary fibrosis - insights from recent spatiomics studies.Cell biomaterials · 2026Article
- [Spatial omics in pulmonary fibrosis: advancing mechanistic insights and therapeutic strategies].Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences · 2026Review
- Mechanobiology and Resolution of Lung Fibrosis.Annual review of physiology · 2026Review
- Variable steady inflammation and inflammatory responses in precision-cut lung slices from various IPF lung Regions.Respiratory research · 2025Article
- Integrated spatial and single-cell transcriptomics reveal PAK kinase as a therapeutic target in fibroblastic foci and dense fibrosis of idiopathic pulmonary fibrosis.The European respiratory journal · 2025Article
- Alveolar Epithelial Cell Dysfunction in Acute Respiratory Distress Syndrome: Mechanistic Insights and Targeted Interventions.Biomedicines · 2025Review
- Mechanosensing Pathways in the Progression of Pulmonary Fibrosis.Current opinion in biomedical engineering · 2025Article
- Article
- Spatial transcriptomic analysis identifies epithelium-macrophage crosstalk in endometriotic lesions.iScience · 2025Article
- Novel Integration of Spatial and Single-Cell Omics Data Sets Enables Deeper Insights into IPF Pathogenesis.Proteomes · 2025Article
- Spatially resolved gene expression profiles of fibrosing interstitial lung diseases.Scientific reports · 2024Article
- The Role of Inflammation and Fibrosis in Interstitial Lung Disease Treatment Decisions.American journal of respiratory and critical care medicine · 2024Article
- Spatial transcriptomic characterization of pathologic niches in IPF.Science advances · 2024Article
- Genetics of chronic respiratory disease.Nature reviews. Genetics · 2024Review
- Mapping spatially resolved transcriptomes in human and mouse pulmonary fibrosis.Nature genetics · 2024Article
- Review
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundIdiopathic pulmonary fibrosis (IPF) is a heterogeneous disease that is pathologically characterized by areas of normal-appearing lung parenchyma, active fibrosis (transition zones including fibroblastic foci) and dense fibrosis. Defining transcriptional differences between these pathologically heterogeneous regions of the IPF lung is critical to understanding the distribution and extent of fibrotic lung disease and identifying potential therapeutic targets. Application of a spatial transcriptomics platform would provide more detailed spatial resolution of transcriptional signals compared to previous single cell or bulk RNA-Seq studies.
methodsWe performed spatial transcriptomics using GeoMx Nanostring Digital Spatial Profiling on formalin-fixed paraffin-embedded (FFPE) tissue from 32 IPF and 12 control subjects and identified 231 regions of interest (ROIs). We compared normal-appearing lung parenchyma and airways between IPF and controls with histologically normal lung tissue, as well as histologically distinct regions within IPF (normal-appearing lung parenchyma, transition zones containing fibroblastic foci, areas of dense fibrosis, and honeycomb epithelium metaplasia).
resultsWe identified 254 differentially expressed genes (DEGs) between IPF and controls in histologically normal-appearing regions of lung parenchyma; pathway analysis identified disease processes such as EIF2 signaling (important for cap-dependent mRNA translation), epithelial adherens junction signaling, HIF1α signaling, and integrin signaling. Within IPF, we identified 173 DEGs between transition and normal-appearing lung parenchyma and 198 DEGs between dense fibrosis and normal lung parenchyma; pathways dysregulated in both transition and dense fibrotic areas include EIF2 signaling pathway activation (upstream of endoplasmic reticulum (ER) stress proteins ATF4 and CHOP) and wound healing signaling pathway deactivation. Through cell deconvolution of transcriptome data and immunofluorescence staining, we confirmed loss of alveolar parenchymal signals (AGER, SFTPB, SFTPC), gain of secretory cell markers (SCGB3A2, MUC5B) as well as dysregulation of the upstream regulator ATF4, in histologically normal-appearing tissue in IPF.
conclusionsOur findings demonstrate that histologically normal-appearing regions from the IPF lung are transcriptionally distinct when compared to similar lung tissue from controls with histologically normal lung tissue, and that transition zones and areas of dense fibrosis within the IPF lung demonstrate activation of ER stress and deactivation of wound healing pathways.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.