ACR Meeting Abstracts

ACR Meeting Abstracts

  • Meetings
    • ACR Convergence 2024
    • ACR Convergence 2023
    • 2023 ACR/ARP PRSYM
    • ACR Convergence 2022
    • ACR Convergence 2021
    • ACR Convergence 2020
    • 2020 ACR/ARP PRSYM
    • 2019 ACR/ARP Annual Meeting
    • 2018-2009 Meetings
    • Download Abstracts
  • Keyword Index
  • Advanced Search
  • Your Favorites
    • Favorites
    • Login
    • View and print all favorites
    • Clear all your favorites
  • ACR Meetings

Abstract Number: 0954

Increased Proliferating Natural Killer Cells Exhibit an Aberrant Pro-Inflammatory Gene Signature in Systemic Sclerosis Patients

Pietro Bearzi1, Elena Pachera2, Sophie Wagner3, Astrid Hofman4, Lumeng Li4, Laura Much4, Mike Becker5, Kristina Bürki4, Luca Navarini6, Anna-Maria Hoffmann-Vold7, Roberto Giacomelli8 and Oliver Distler9, 1Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Schlieren, Switzerland, 2University Hospital Zurich, Zurich, Switzerland, 3University of Zurich, Schlieren, Switzerland, 4Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland, 5Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland, 6Rheumatology, Immunology and Clinical Medicine Unit, Department of Medicine, University of Rome "Campus Bio-Medico", Rome, Italy, 7Oslo University Hospital, Oslo, Norway, 8Rheumatology, Immunology and Clinical Medicine Unit, Department of Medicine, University of Rome "Campus Bio-Medico", Roma, Italy, 9Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland, Zurich, Switzerland

Meeting: ACR Convergence 2024

Keywords: interferon, Natural Killer Cells, Scleroderma, Systemic sclerosis

  • Tweet
  • Click to email a link to a friend (Opens in new window) Email
  • Click to print (Opens in new window) Print
Session Information

Date: Sunday, November 17, 2024

Title: Systemic Sclerosis & Related Disorders – Basic Science Poster I

Session Type: Poster Session B

Session Time: 10:30AM-12:30PM

Background/Purpose: Recent transcriptomic data suggest a prominent involvement of innate immune cells in the pathogenesis of SSc. In this regard, contrasting data on NK cells functional and numeric alterations have been described in SSc.

The aim of this study was to investigate alterations of the circulating innate immune cell in SSc patients.

Methods: Peripheral blood mononuclear cells (PBMC) were isolated by density gradient centrifugation from 30 SSc(ACR/EULAR 2013 criteria) patients and 10 sex and age matched healthy controls (HC). Single-cell RNA sequencing (scRNA-seq) was performed by using a droplet-based platform (10x Genomics). Sequencing was carried out using Illumina NovaSeq 6000. Raw reads were aligned to the reference human genome using Cellranger 7.0. Transcriptomic data were analyzed using the Seurat package. Canonical Correlation Analysis (CCA) integration was conducted before final PBMC automatic annotation with the Azimuth reference application. Cell proportions were analyzed with the speckle R package. Analysis of Differentially Expressed Genes (DEG) was performed by Wilcoxon Rank Sum test on scRNA-seq data and limma package on pseudobulk data. The final DEG list was generated by intersecting the genes identified from both Wilcoxon Rank Sum test and pseudobulk data. To be included in this list, the genes had to meet the following criteria in both analyses: p-value < 0.05 and │log2FC│ > 0.5. Pathway over-representation analysis was performed using Elsevier Pathway Collection, BioPlanet 2019, MSigDB Hallmark 2020 and Reactome 2022.

Results: Unsupervised cluster analysis of 108138 PBMCs revealed 21 distinct clusters that were successfully annotated to major PBMC cell types (Figure 1a). When assessing cell type proportions, the NK proliferating subtype (Figure 1b) showed an increase in SSc patients vs HC (Ratio = 1.98, p = 0.027, FDR = 0.71), pointing to a possible abnormal NK turnover. After subsetting and reclustering of NK cells, NK proliferating were confirmed to be increased in SSc patients vs HC (Ratio = 2.08, p = 0.051, FDR = 0.30 – Figure 1c). DEG yielded a total of 34 genes: 20 downregulated genes and 14 upregulated genes. Interestingly, RPRD1A (log2FC = 1.70), a cell cycle regulator, and SUPT3H (log2FC = 0.96), a member of STAGA transcription coactivator complex involved in the pro-proliferative C-Myc signaling, were among the top upregulated genes (Figure 2). The C-Myc pathway emerged as one of the top enriched pathways, indicating a possible hyperproliferative state of these cells. Increased expression of interferon-γ related genes LY6E (log2FC = 1.08) and ARID5B (log2FC = 1.55) and reduced expression of CD46 (log2FC = -0.98), an inhibitor of NK cytotoxicity, might suggest increased activity of SSc NK proliferating cells (Figure 2). Several pro-inflammatory pathways such as “Interferon-γ response”, “CD40/CD40L” and “IL-35 signaling” were also enriched (Figure 3).

Conclusion: Our data suggest that circulating NK proliferating cells are increased in SSc. This specific cell population seems to display a pro-proliferative and inflammatory phenotype with an interferon-γ signature.

Supporting image 1

Figure 1. a) PBMC clustering after quality control, filtering, CCA integration and final annotation using the Azimuth app. b) Marker genes for NK proliferating cell subtype, as defined by Azimuth. c) Barplot showing the different proportions of NK Proliferating cells between SSc and healthy control.

Supporting image 2

Figure 2. Violin Plot of DEG between SSc and Healthy (HC). Upregulation of RPRD1A (Top upregulated gene, involved in cell cycle regulation), SUPT3H (C-Myc signaling), LY6E, ARID5B (Interferon-gamma response), CANX (IL_27 signaling) and CBLB (CD40/CD40L signaling). Downregulation of CD46 (Inhibitory factor of NK cytotoxicity).

Supporting image 3

Figure 3. Barplot depicting the over-representation analysis of up-regulated pathways in Natural Killer (NK) proliferating cells. Upregulated pathways with significant p-values (<0.05) are colored in light blue. p-values are reported adjacent to each pathway’s name in -log10 scale. Red boxes represent pathways of interest.


Disclosures: P. Bearzi: None; E. Pachera: None; S. Wagner: None; A. Hofman: None; L. Li: None; L. Much: None; M. Becker: Amgen, 2, 6, EMDO Foundation, 5, FOREUM, 5, GlaxoSmithKlein(GSK), 6, Innovative Medicines Initiative (IMI), 5, Novartis, 5, 6, Vifor, 2, 6; K. Bürki: None; L. Navarini: None; A. Hoffmann-Vold: Arxx Therapeutics, 2, Boehringer Ingelheim, 2, 5, 6, 12, Support for travel, Genentech, 2, Janssen, 2, 5, 6, Medscape, 2, 6, 12, Support for travel, Merck/MSD, 2, Novartis, 6, Pliant Therapeutics, 2, Roche, 2, 6, 12, Support for travel, Werfen, 2; R. Giacomelli: None; O. Distler: 4P-Pharma, 2, “mir-29 for the treatment of systemic sclerosis” (US8247389, EP2331143), 10, AbbVie, 2, Acceleron, 2, Alcimed, 2, Altavant Sciences, 2, Amgen, 2, AnaMar, 2, Arxx, 2, AstraZeneca, 2, Bayer, 2, 6, Blade Therapeutics, 2, Boehringer Ingelheim, 2, 5, 6, Citrus AG, 12, Co-founder, Corbus Pharmaceuticals, 2, CSL Behring, 2, EMD Serono, 2, ERS/EULAR Guidelines, 12, Co-Chair, EUSTAR, 12, President, FOREUM Foundation, 12, Chair of Executive Committee, Galapagos, 2, Glenmark, 2, Gossamer, 2, Hartmann Müller Foundation, 12, Member Board of Trustees, Horizon, 2, Janssen, 2, 6, Kymera, 2, 5, Lupin, 2, Medscape, 2, 6, Merck/MSD, 2, Miltenyi Biotec, 2, Mitsubishi Tanabe, 2, 5, Nkarta Inc., 2, Novartis, 2, Orion, 2, Prometheus Biosciences, 2, Redxpharma, 2, Roivant, 2, Swiss Academy of Medical Sciences, 12, Senat Member, Swiss Clinical Quality Management in Rheumatic Diseases, 12, Member Board of Trustees, Topadur, 2, UCB, 2.

To cite this abstract in AMA style:

Bearzi P, Pachera E, Wagner S, Hofman A, Li L, Much L, Becker M, Bürki K, Navarini L, Hoffmann-Vold A, Giacomelli R, Distler O. Increased Proliferating Natural Killer Cells Exhibit an Aberrant Pro-Inflammatory Gene Signature in Systemic Sclerosis Patients [abstract]. Arthritis Rheumatol. 2024; 76 (suppl 9). https://acrabstracts.org/abstract/increased-proliferating-natural-killer-cells-exhibit-an-aberrant-pro-inflammatory-gene-signature-in-systemic-sclerosis-patients/. Accessed .
  • Tweet
  • Click to email a link to a friend (Opens in new window) Email
  • Click to print (Opens in new window) Print

« Back to ACR Convergence 2024

ACR Meeting Abstracts - https://acrabstracts.org/abstract/increased-proliferating-natural-killer-cells-exhibit-an-aberrant-pro-inflammatory-gene-signature-in-systemic-sclerosis-patients/

Advanced Search

Your Favorites

You can save and print a list of your favorite abstracts during your browser session by clicking the “Favorite” button at the bottom of any abstract. View your favorites »

All abstracts accepted to ACR Convergence are under media embargo once the ACR has notified presenters of their abstract’s acceptance. They may be presented at other meetings or published as manuscripts after this time but should not be discussed in non-scholarly venues or outlets. The following embargo policies are strictly enforced by the ACR.

Accepted abstracts are made available to the public online in advance of the meeting and are published in a special online supplement of our scientific journal, Arthritis & Rheumatology. Information contained in those abstracts may not be released until the abstracts appear online. In an exception to the media embargo, academic institutions, private organizations, and companies with products whose value may be influenced by information contained in an abstract may issue a press release to coincide with the availability of an ACR abstract on the ACR website. However, the ACR continues to require that information that goes beyond that contained in the abstract (e.g., discussion of the abstract done as part of editorial news coverage) is under media embargo until 10:00 AM ET on November 14, 2024. Journalists with access to embargoed information cannot release articles or editorial news coverage before this time. Editorial news coverage is considered original articles/videos developed by employed journalists to report facts, commentary, and subject matter expert quotes in a narrative form using a variety of sources (e.g., research, announcements, press releases, events, etc.).

Violation of this policy may result in the abstract being withdrawn from the meeting and other measures deemed appropriate. Authors are responsible for notifying colleagues, institutions, communications firms, and all other stakeholders related to the development or promotion of the abstract about this policy. If you have questions about the ACR abstract embargo policy, please contact ACR abstracts staff at [email protected].

Wiley

  • Online Journal
  • Privacy Policy
  • Permissions Policies
  • Cookie Preferences

© Copyright 2025 American College of Rheumatology