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Single-cell transcriptomes and chromatin accessibility of endothelial cells unravel transcription factors associated with dysregulated angiogenesis in systemic sclerosis
  1. Mengqi Huang1,
  2. Tracy Tabib1,
  3. Dinesh Khanna2,
  4. Shervin Assassi3,
  5. Robyn Domsic1,
  6. Robert Lafyatis1
  1. 1 Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
  2. 2 Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
  3. 3 Division of Rheumatology, The University of Texas Health Science Center, Houston, Texas, USA
  1. Correspondence to Dr Robert Lafyatis; rlafyatis{at}gmail.com

Abstract

Objectives Vasculopathy emerges early in systemic sclerosis (SSc) and links to endothelial cell (EC) injury and angiogenesis. Understanding EC transcriptomes and epigenomes is crucial for unravelling the mechanisms involved.

Methods Transcriptomes and chromatin accessibility were assessed by single-cell RNA sequencing and single-nucleus transposase-accessible chromatin sequencing. Immunofluorescent staining of skin and proteomics assay were employed to confirm the altered SSc EC phenotypes. Gain-of-function assay was used to evaluate the effects of ETS transcription factors on human dermal ECs (hDECs).

Results Both control and SSc ECs shared transcriptomic signatures of vascular linages (arterial, capillary and venous ECs) and lymphatic ECs. Arterial ECs in SSc showed reduced number and increased expression of genes associated with apoptosis. Two distinct EC subpopulations, tip and proliferating ECs, were markedly upregulated in SSc, indicating enhanced proangiogenic and proliferative activities. Molecular features of aberrant SSc-ECs were associated with disease pathogenesis and clinical traits of SSc, such as skin fibrosis and digital ulcers. Ligand-receptor analysis demonstrated altered intercellular networks of SSc EC subpopulations with perivascular and immune cells. Furthermore, the integration of open chromatin profiles with transcriptomic analysis suggested an increased accessibility of regulatory elements for ETS family transcription factors in SSc ECs. Overexpression of ETS genes in hDECs suggested ELK4, ERF and ETS1 may orchestrate arterial apoptosis and dysregulated angiogenesis in SSc.

Conclusions This study unveils transcriptional and chromatin alterations in driving endovascular dysregulation in SSc, proposing ELK4, ERF and ETS1 as novel targets in ECs for addressing vascular complications in the condition.

  • Scleroderma, Systemic
  • Autoimmune Diseases
  • Microcirculation

Data availability statement

Data are available in a public, open access repository. scRNA-seq datasets have been uploaded to the Gene Expression Omnibus (GEO) database: GSE138669 and GSE209635.scATAC-seq data are available on request to the corresponding author.

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Data availability statement

Data are available in a public, open access repository. scRNA-seq datasets have been uploaded to the Gene Expression Omnibus (GEO) database: GSE138669 and GSE209635.scATAC-seq data are available on request to the corresponding author.

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Footnotes

  • Handling editor Josef S Smolen

  • X @ShervinAssassi

  • Contributors RL, DK and RD recruited the patients and performed the skin biopsies for the scRNA-seq and snATAC-seq datasets; SA provided lists of differentially expressed genes of bulk RNA-seq dataset of skin. MH, TT and RL designed research and analyse the data; MH and RL wrote the first draft of the manuscript. All authors helped reviewing the paper and approved the submission. RL is responsible for the overall content as guarantor.

  • Funding This research was supported by National Institute of Arthritis and Musculoskeletal and Skin Diseases Grants (P50AR060780-07 and 1R61AR076819-01) awarded to Dr. Robert Lafyatis.

  • Competing interests DK reports consultancy fees from Acceleron, Actelion, Bayer, Blade Therapeutics, BMS, Galapagos, Genentech/Roche, GSK, Mitsubishi Tanabi, Sanofi-A ventis/Genzyme and UCB Pharma, and reports grants from Bayer, BMS and Genentech/Roche outside the submitted work, and reports ownership interest in Eicos Sciences. SA reports personal fees from Boehringer Ingelheim and grants from Boehringer Ingelheim, Bayer and Momenta outside the submitted work. RD has worked as a consultant for Eicos Sciences Inc. RL has served as a consultant for Pfizer, Bristol Myers Squibb, Boehringer-Ingleheim, Formation, Sanofi, Boehringer-Mannheim, Merck and Genentech/Roche, and holds or recently had research grants from Corbus, Formation, Moderna, Regeneron, Pfizer and Kiniksa. The remaining authors declare no competing interests.

  • Patient and public involvement Patients and/or the public were not involved in the design, or conduct, or reporting, or dissemination plans of this research.

  • Provenance and peer review Not commissioned; externally peer reviewed.

  • Supplemental material This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise.