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We began analyzing https://www.nature.com/articles/s41590-018-0276-y, but it redirected us to https://www.nature.com/articles/s41590-018-0276-y. The analysis below is for the second page.

Title[redir]:
Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage | Nature Immunology
Description:
Tissue fibrosis is a major cause of mortality that results from the deposition of matrix proteins by an activated mesenchyme. Macrophages accumulate in fibrosis, but the role of specific subgroups in supporting fibrogenesis has not been investigated in vivo. Here, we used single-cell RNA sequencing (scRNA-seq) to characterize the heterogeneity of macrophages in bleomycin-induced lung fibrosis in mice. A novel computational framework for the annotation of scRNA-seq by reference to bulk transcriptomes (SingleR) enabled the subclustering of macrophages and revealed a disease-associated subgroup with a transitional gene expression profile intermediate between monocyte-derived and alveolar macrophages. These CX3CR1+SiglecF+ transitional macrophages localized to the fibrotic niche and had a profibrotic effect in vivo. Human orthologs of genes expressed by the transitional macrophages were upregulated in samples from patients with idiopathic pulmonary fibrosis. Thus, we have identified a pathological subgroup of transitional macrophages that are required for the fibrotic response to injury. Using scRNA-seq analysis, Bhattacharya and colleagues identify a subset of profibrotic lung macrophages that have a gene expression signature intermediate between those of monocytes and alveolar macrophages.

Matching Content Categories {πŸ“š}

  • Science
  • Education
  • Telecommunications

Content Management System {πŸ“}

What CMS is doi.org built with?

Custom-built

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Traffic Estimate {πŸ“ˆ}

What is the average monthly size of doi.org audience?

🌠 Phenomenal Traffic: 5M - 10M visitors per month


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How Does Doi.org Make Money? {πŸ’Έ}

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Keywords {πŸ”}

article, google, scholar, cells, cas, fibrosis, macrophages, nature, cell, lung, data, singler, genes, supplementary, cluster, singlecell, macrophage, mice, nat, pulmonary, access, analysis, alveolar, san, francisco, human, injury, content, tissue, expression, med, genome, mouse, figure, annotations, log, transitional, annotation, reference, rnaseq, gse, usa, immunol, datasets, annotated, independent, cookies, information, scrnaseq, gene,

Topics {βœ’οΈ}

tamoxifen-induced cx3cr1creert2/rosa26-loxp-stop-loxp-diptheria toxin official ats/ers/jrs/alat statement nature portfolio journals permissions reprints nature portfolio privacy policy platelet-derived growth factor advertising grhl2/morf4l2/h4k12ac/csf1 axis pbmc-4k scrna-seq data21 scientific collaboration /single-cell-gene-expression/datasets social media library preparation nuclear receptor ppar-Ξ³ single-cell rna sequencing lung scrna-seq dataset nature+ nature 541 nature 489 nature 510 nature bleomycin-induced lung fibrosis wilcoxon rank-sum test chi-squared outliers test rna-seq data accession number e-mtab-7142 post-ischemic kidney fibrosis microglia-mediated neuroinflammatory injury development 143 cytokine gm-csf rna-seq datasets t-sne projection showing single-cell data drives systemic fibrosis mrna-seq data permissions top-scored cell types connective tissue remodeling mtdna-sting signaling springerlink instant access received higher confidence single-cell transcriptomes t-sne plot colored Ξ±v integrin identifies gene-expression profiles transitional profibrotic macrophage single-cell experiment author correspondence published maps

Questions {❓}

  • A death notice for in-vitro-generated GM-CSF dendritic cells?
  • Can DCs be distinguished from macrophages by molecular signatures?
  • Reply to: β€œCan DCs be distinguished from macrophages by molecular signatures?

Schema {πŸ—ΊοΈ}

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         description:Tissue fibrosis is a major cause of mortality that results from the deposition of matrix proteins by an activated mesenchyme. Macrophages accumulate in fibrosis, but the role of specific subgroups in supporting fibrogenesis has not been investigated in vivo. Here, we used single-cell RNA sequencing (scRNA-seq) to characterize the heterogeneity of macrophages in bleomycin-induced lung fibrosis in mice. A novel computational framework for the annotation of scRNA-seq by reference to bulk transcriptomes (SingleR) enabled the subclustering of macrophages and revealed a disease-associated subgroup with a transitional gene expression profile intermediate between monocyte-derived and alveolar macrophages. These CX3CR1+SiglecF+ transitional macrophages localized to the fibrotic niche and had a profibrotic effect in vivo. Human orthologs of genes expressed by the transitional macrophages were upregulated in samples from patients with idiopathic pulmonary fibrosis. Thus, we have identified a pathological subgroup of transitional macrophages that are required for the fibrotic response to injury. Using scRNA-seq analysis, Bhattacharya and colleagues identify a subset of profibrotic lung macrophages that have a gene expression signature intermediate between those of monocytes and alveolar macrophages.
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            name:University of California, San Francisco
            address:
               name:Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, USA
               type:PostalAddress
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            name:University of California, San Francisco
            address:
               name:California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, USA
               type:PostalAddress
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            name:Chan Zuckerberg Biohub
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               name:Chan Zuckerberg Biohub, San Francisco, USA
               type:PostalAddress
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      name:Atul J. Butte
      url:http://orcid.org/0000-0002-7433-2740
      affiliation:
            name:University of California, San Francisco
            address:
               name:Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, USA
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      name:Mallar Bhattacharya
      url:http://orcid.org/0000-0002-5439-547X
      affiliation:
            name:University of California, San Francisco
            address:
               name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
               type:PostalAddress
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      email:[email protected]
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      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
      name:Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, USA
      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
      name:Gladstone Institute of Cardiovascular Disease, San Francisco, USA
      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
      name:Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, USA
      name:California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, USA
      name:Chan Zuckerberg Biohub, San Francisco, USA
      name:Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, USA
      name:Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, USA
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