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: 1047

A Novel Prediction Tool for Progression of Systemic Sclerosis-Interstitial Lung Disease Despite Treatment with Immunosuppression

Elizabeth Volkmann1, Holly Wilhalme1, Grace Kim1, Jonathan Goldin1, Shervin Assassi2, Masataka Kuwana3, Donald Tashkin1 and Michael roth1, 1University of California Los Angeles, Los Angeles, CA, 2McGovern Medical School, University of Texas, Houston, TX, 3Nippon Medical School Graduate School of Medicine, Tokyo, Japan

Meeting: ACR Convergence 2022

Keywords: interstitial lung disease, risk assessment, Scleroderma

  • 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: Systemic Sclerosis and Related Disorders – Clinical Poster I

Session Type: Poster Session B

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

Background/Purpose: Systemic sclerosis-interstitial lung disease (SSc-ILD) is the leading cause of SSc-related death. While some patients respond favorably to treatment with immunosuppression, a subset of patients will experience ILD progression despite treatment. Early loss of lung function, within the first 2 years of treatment, is an independent predictor of mortality. Currently, no evidence-based tools exist to identify patients with a progressive SSc-ILD phenotype. The purpose of this study was to create a prediction tool to identify those patients who are less likely to experience an improvement in ILD in response to treatment with mycophenolate (MMF) or cyclophosphamide (CYC).

Methods: Participants of Scleroderma Lung Study (SLS) II1 were included in this analysis. SLS II randomized patients with SSc-ILD to 2 years of MMF or 1 year of CYC, followed by 1 year of placebo. ILD progression was defined as a >=2% increase in the quantitative extent of ILD in the whole lung (QILD-WL) on HRCT of the chest at 2 years. This radiographic threshold of ILD worsening predicted long-term mortality in both SLS II and SLS I.2 Univariate logistic regression analysis was used to identify baseline variables associated with ILD progression. Baseline variables included demographic characteristics, treatment arm, SSc disease features, ILD severity, reflux severity, and a focused group of serum proteins and auto-antibodies previously found to correlate with extent/progression of SSc-ILD. Those variables associated with outcome (P < 0.1) were then combined into a multivariable model. Receiver-operating characteristic (ROC) analysis was performed. The Bootstrap method was applied to internally validate the model.

Results: Among SLS II participants who had a follow-up HRCT at 2 years (N=97), 29% experienced radiographic progression of ILD (change in QILD-WL >=2%). There were no significant differences between baseline characteristics of participants with and without the follow up HRCT in SLS II. In the univariate analysis, increased baseline reflux score (P=0.02), increased baseline KL-6 level (P=0.02) and male sex (P=0.05) were associated with worsening of QILD-WL >=2%. The area under the ROC curve for the multivariable model was 0.71 (Table 1; Figure 1). A Forrest plot demonstrates the odds ratios for the individual variables (Figure 2).

Conclusion: A clinical prediction tool defined by male sex, increased KL-6, increased reflux severity had good discrimination for predicting progression of SSc-ILD despite treatment with mycophenolate or cyclophosphamide. Patients with this SSc-ILD phenotype may benefit from a more aggressive initial treatment approach and closer monitoring. This prediction tool requires validation in other cohorts. 

References:
1. Tashkin DP, et al. Lancet Resp Med 2016;4:708.
2. Volkmann ER, et al. Chest 2022;161:P1310.

Supporting image 1

Supporting image 2

Figure 1. ROC curve for predicting radiographic progression of SSc-ILD

Supporting image 3

Figure 1. Forest plot of odds ratios and 95% confidence intervals for multivariable model predicting SSc-ILD progression. Odds ratios greater than 1 indicate increased risk of progression (higher KL-6 and higher reflux scores); odds ratios less than 1 indicate decreased risk of progression (female sex).


Disclosures: E. Volkmann, Boehringer-Ingelheim, Kadmon, Horizon; H. Wilhalme, None; G. Kim, University of California Los Angeles, MedQIA, Boehringer-Ingelheim; J. Goldin, MedQIA, LLC; S. Assassi, Boehringer-Ingelheim, Janssen, Novartis, AstraZeneca, CSL Behring, AbbVie/Abbott; M. Kuwana, Boehringer-Ingelheim, Ono pharmaceuticals, Mochida, AbbVie/Abbott, Astellas, Janssen, Bayer, Corbus, Horizon; D. Tashkin, Genentech; M. roth, Genentech.

To cite this abstract in AMA style:

Volkmann E, Wilhalme H, Kim G, Goldin J, Assassi S, Kuwana M, Tashkin D, roth M. A Novel Prediction Tool for Progression of Systemic Sclerosis-Interstitial Lung Disease Despite Treatment with Immunosuppression [abstract]. Arthritis Rheumatol. 2022; 74 (suppl 9). https://acrabstracts.org/abstract/a-novel-prediction-tool-for-progression-of-systemic-sclerosis-interstitial-lung-disease-despite-treatment-with-immunosuppression/. 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/a-novel-prediction-tool-for-progression-of-systemic-sclerosis-interstitial-lung-disease-despite-treatment-with-immunosuppression/

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