Evidence map›Paper›PMID 35849803›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2022

Epigenetic Regulation of Profibrotic Macrophages in Systemic Sclerosis-Associated Interstitial Lung Disease.

Anna Papazoglou, Mengqi Huang, Melissa Bulik, Annika Lafyatis, Tracy Tabib, Christina Morse, John Sembrat, Mauricio Rojas, Eleanor Valenzi, Robert Lafyatis

Open access · greenAbstract read
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed
9.0field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

39 citing papers in PubMed, 62 citations in OpenAlex.

  1. Review
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  4. Science translational medicine · 2026
    Article
  5. Article
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  8. Immunological mechanisms and therapeutic approaches in pulmonary fibrosis.European respiratory review : an official journal of the European Respiratory Society · 2026
    Review
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  20. The Immune Microenvironment: New Therapeutic Implications in Organ Fibrosis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 2 institutions in 1 country.

Anna PapazoglouDivision of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0003-1572-3239
Mengqi HuangDivision of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania.
Melissa BulikDepartment of Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania.
Annika LafyatisDepartment of Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania.
Tracy TabibDivision of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania.
Christina MorseDivision of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania.
John SembratDivision of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.
Mauricio RojasDivision of Pulmonary, Critical Care and Sleep Medicine, Ohio State University, Columbus.
Eleanor ValenziDivision of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0003-0656-6542
Robert LafyatisDivision of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0002-9398-5034
University of Pittsburgh · USThe Ohio State University · US

Funding

Translational studies for identifying and targeting novel pathways in systemic sclerosis pathogenesisP50AR060780 · NIAMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LAFYATIS, ROBERT A. · 2011 to 2021
$14.9M
Systems Biology CoreP50AR080612 · NIAMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Stephen Y Chan · 2022 to 2026
$9.5M
Autoimmunity and Immunopathology Training ProgramT32AI089443 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI SHLOMCHIK, MARK J · 2010 to 2024
$6.6M
Aging of Mesenchymal Stem Cells Missing Link in IPFR01HL123766 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI ROJAS, MAURICIO · 2015 to 2018
$1.9M
NHLBI NIH HHS R01 HL123766NIAID NIH HHS T32 AI089443NIAMS NIH HHS P50 AR060780NIAMS NIH HHS P50 AR080612
6 · The paper itself

Abstract

objectiveSystemic sclerosis-associated interstitial lung disease (SSc-ILD) is the leading cause of death in patients with SSc with unclear pathogenesis and limited treatment options. Evidence strongly supports an important role for profibrotic secreted phosphoprotein 1 (SPP1)-expressing macrophages in SSc-ILD. This study was undertaken to define the transcriptome and chromatin structural changes of SPP1 SSc-ILD macrophages in order to better understand their role in promoting fibrosis and to identify transcription factors associated with open chromatin driving their altered phenotype.

methodsWe performed single-cell RNA sequencing (scRNA-Seq) on 11 explanted SSc-ILD and healthy control lung samples, as well as single-cell assay for transposase-accessible chromatin sequencing on 5 lung samples to define altered chromatin accessibility of SPP1 macrophages. We predicted transcription factors regulating SPP1 macrophages using single-cell regulatory network inference and clustering (SCENIC) and determined transcription factor binding sites associated with global alterations in SPP1 chromatin accessibility using Signac/Seurat.

resultsWe identified distinct macrophage subpopulations using scRNA-Seq analysis in healthy and SSc-ILD lungs and assessed gene expression changes during the change of healthy control macrophages into SPP1 macrophages. Analysis of open chromatin validated SCENIC predictions, indicating that microphthalmia-associated transcription factor, transcription factor EB, activating transcription factor 6, sterol regulatory element binding transcription factor 1, basic helix-loop-helix family member E40, Kruppel-like factor 6, ETS variant transcription factor 5, and/or members of the activator protein 1 family of transcription factors regulate SPP1 macrophage differentiation.

conclusionOur findings shed light on the underlying changes in chromatin structure and transcription factor regulation of profibrotic SPP1 macrophages in SSc-ILD. Similar alterations in SPP1 macrophages may underpin fibrosis in other organs involved in SSc and point to novel targets for the treatment of SSc-ILD, specifically targeting profibrotic macrophages.

Indexed as

Lung Diseases, InterstitialScleroderma, SystemicChromatinEpigenesis, GeneticFibrosisHumansLungMacrophagesTranscription FactorsChromatinTranscription Factors

Identifiers

PMID35849803
PMCPMC9771864
OpenAlexW4285803560

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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 Socratic graph.