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: 0660

Serum Proteins and Metabolites Differ in SLE Patients with Coronary Microvascular Dysfunction (CMD) as Determined by Cardiac MRI Compared to SLE Patients Without CMD – a Pilot Study

Audrey Hagiwara1, Moumita Bose1, Aleksandr Stotland1, Aleksandra Binek1, Koen Raedschelders1, Janet Wei1, C. Noel Bairey Merz1, Sarah Parker1, Jennifer Van Eyk1, Daniel Wallace1, Mariko Ishimori2 and Caroline Jefferies1, 1Cedars-Sinai Medical Center, Los Angeles, CA, 2Cedars-Sinai Health System, Los Angeles, CA

Meeting: ACR Convergence 2022

Keywords: Cardiovascular, Carotid Artery Disease, metabolomics, proteomics, Systemic lupus erythematosus (SLE)

  • 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 13, 2022

Title: SLE – Etiology and Pathogenesis Poster

Session Type: Poster Session B

Session Time: 9:00AM-10:30AM

Background/Purpose: Cardiovascular disease (CVD) is a significant cause of mortality in patients with SLE. While obstructive coronary artery disease (CAD) is a leading cause of cardiac death in SLE, newer evidence suggests that other cardiac manifestations may contribute significantly to mortality, including coronary microvascular dysfunction (CMD) – a form of ischemia without obstructive CAD (Weber et al., 2021). The presence of CMD in SLE is associated with decreased total anti-oxidant levels and increased CRP levels suggesting a role for oxidative stress and inflammation in the pathogenesis of CMD in lupus (Yilmaz et al., 2012). We performed a comprehensive proteomic analysis of serum protein and metabolite profiles in SLE participants with and without CMD on cardiac MRI (cMRI).

Methods: SLE patients (n=11, all met ACR 1997 criteria, Table) recruited to the study underwent cMRI using our published protocol (Ishimori et al., 2011). Metabolites were extracted from patient serum samples and analyzed by LC-MS/MS using a targeted dynamic multiple reaction monitoring (dMRM) method in combination with the MassHunter Metabolomics pipeline to profile the 218 metabolites of the central carbon chain (Agilent Technologies). Serum proteins were analyzed by data-independent acquisition (DIA) LC-MS/MS and analyzed using mapDIA software. Statistical analysis, functional pathway characterization and visualization for both assays were performed as described elsewhere (Mc Ardle et al., 2022; Stotland et al., 2020).

Results: Overall, 5/11 participants had myocardial perfusion reserve index (MPRI) values < 1.84, consistent with CMD. We identified 19 metabolites differentially abundant in SLE patients with (p < 0.05) compared to SLE participants without CMD (Figure 1), including 18 that were significantly upregulated in CMD patients, and 1 (2-deoxyguanosine 5-diphosphate) was down-regulated. Pathway analysis performed using REACTOME identified a number of metabolic and biosynthetic pathways affected between the two groups, including pyrimidine biosynthesis (p = 2.9e-04, FDR 0.037), vitamin B2 metabolism (p = 0.005, FDR 0.037), and creatine metabolism (p = 0.004, FDR 0.037). Interestingly we found 10 serum proteins negatively correlated with MPRI on cMRI (Figure 2) and 4 positively. Of those that negatively correlated, epidermal growth factor receptor (EGFR, r = -0.661, p = 0.027) and leucine rich alpha-2 glycoprotein 1 (A2GL, r = -0.675, p = 0.023) were the most noteworthy, as both have known associations with increased CVD risk. Clusterin (CLUS) was the most negatively correlated of all the proteins with MPRI (r = -0.922, p = 5.55e-005), which is interesting given the strong association of clusterin with elevated CRP levels and other markers of cardiovascular risk (Wittwer & Bradley, 2021).

Conclusion: SLE participants with CMD demonstrated significant upregulation of metabolites, which suggests alterations in metabolic pathways and substrate utilization may contribute to the CMD pathophysiology in SLE. Additionally, these proteomic data support increased expression of biomarkers previously shown to be associated with CVD. These results may help elucidate the mechanisms driving the development of CMD in SLE.

Supporting image 1

Table: Demographic and Characteristics of SLE Participants

Supporting image 2

Figure 1: Important features selected by volcano plot with fold change threshold (x) 2 and t-tests
threshold (y) 0.1. The red circles represent features above the threshold.

Supporting image 3

Figure 2: Heatmap of Pearson’s correlation coefficient between each serum protein found to be significantly correlated with MPRI. The correlation between each of the proteins with MPRI is down on the bottom row. In each case, p<0.05. Epidermal growth factor receptor (EGFR); Alpha_1-antichymotrypsin (AACT); Leucine rich alpha_2 glycoprotein 1 (A2GL); Ig kappa chain V-II region (KV206); Clusterin (CLUS); ATP-dependent RNA helicase (DDX6); Mitochondrial 3-ketoacyl-CoA thiolase (THIM); Puromycin-sensitive aminopeptidase (PSA); T-complex protein 1 subunit delta (TCPD); Mitochondrial ATP synthase subunit gamma (ATPG); Serine/threonine-protein kinase (PAK2); Apolipoprotein F (APOF); Transcription elongation factor SPT6 (SPT6H); Plasma alpha-L-fucosidase (FUCO2).


Disclosures: A. Hagiwara, None; M. Bose, None; A. Stotland, None; A. Binek, None; K. Raedschelders, None; J. Wei, None; C. Bairey Merz, None; S. Parker, None; J. Van Eyk, None; D. Wallace, None; M. Ishimori, None; C. Jefferies, None.

To cite this abstract in AMA style:

Hagiwara A, Bose M, Stotland A, Binek A, Raedschelders K, Wei J, Bairey Merz C, Parker S, Van Eyk J, Wallace D, Ishimori M, Jefferies C. Serum Proteins and Metabolites Differ in SLE Patients with Coronary Microvascular Dysfunction (CMD) as Determined by Cardiac MRI Compared to SLE Patients Without CMD – a Pilot Study [abstract]. Arthritis Rheumatol. 2022; 74 (suppl 9). https://acrabstracts.org/abstract/serum-proteins-and-metabolites-differ-in-sle-patients-with-coronary-microvascular-dysfunction-cmd-as-determined-by-cardiac-mri-compared-to-sle-patients-without-cmd-a-pilot-study/. 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 2022

ACR Meeting Abstracts - https://acrabstracts.org/abstract/serum-proteins-and-metabolites-differ-in-sle-patients-with-coronary-microvascular-dysfunction-cmd-as-determined-by-cardiac-mri-compared-to-sle-patients-without-cmd-a-pilot-study/

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