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: 2149

Principal Components Analysis as a Tool to Identify Lesional Skin Patterns in Cutaneous Lupus Erythematosus

Smriti Prasad1, Justin Raman 1, Motolani Ogunsanya 2 and Benjamin Chong 3, 1University of Texas Southwestern Medical Center, Dallas, 2OU College of Pharmacy, Oklahoma City, 3University of Texas Southwestern, Dallas

Meeting: 2019 ACR/ARP Annual Meeting

Keywords: cutaneous lupus erythematosus and Autoimmune Skin Disease

  • Tweet
  • Email
  • Print
Session Information

Date: Tuesday, November 12, 2019

Title: Miscellanous Rheumatic & Inflammatory Disease Poster III: Autoimmune Conditions and Therapies

Session Type: Poster Session (Tuesday)

Session Time: 9:00AM-11:00AM

Background/Purpose: Cutaneous lupus erythematosus (CLE) has multiple subtypes that account for a broad range of presentations. The preferential locations of skin lesions have only been described based on clinical experience, and statistical approaches are lacking. The principal component analysis is a dimension reducing test that seeks to describe variability amongst observed, correlated variables through a set of latent, or unobserved, variables called factors.1  We propose that an analysis of this type will better characterize CLE subtypes in an objective way, particularly with regards to clinical aspects  and location of skin lesions.

Methods: We conducted a cross-sectional analysis of patients enrolled in the Cutaneous Lupus Registry at the University of Texas Southwestern Medical Center from November 2008 to July 2018. Components of the Cutaneous Lupus Erythematosus Disease Area and Severity Index (CLASI) were scored by one dermatologist (BFC) for 303 patients. We then ran a principal components analysis on these patients using IBM SPSS v. 25.

Results: Our results showed that around half of the variance was explained in the first five factors alone (F1 through F5). The factors correlated with well-known subtypes. F1 delineated patients with high CLASI activity scores in the neck, chest, arms and back, and resembled patients with subacute CLE, based on the trunk and arm preference with high activity scores (Figure 1, red). F2 described patients with high CLASI damage scores on the scalp, ears and face (Figure 1, orange). while F3 characterized patients with damage on the posterior neck, back/buttocks, arms and legs (Figure 1, blue). Because of their predilection for higher damage scores, F2 and F3 resembled localized and generalized discoid lupus, respectively. F4 characterized damage only predominately on acral surfaces, favoring chilblains lupus (Figure 1, green). F5 described patients with activity and damage in the scalp, which could resemble patients with discoid lupus limited to involvement of the scalp (Figure 1, purple).

Conclusion: ). The principal component analysis helps characterize where on the body lesions of CLE tend to occur, in terms of activity and damage, in certain patient demographics. These results further clinical knowledge about the nature of CLE lesions, and may help guide clinical decisions in the future.

Figure 1. CLE skin lesion patterns identified by PCA. We extracted five factors with significant associations of body sites and clinical features in this cohort of CLE patients. Each color corresponds to the distribution described by each factor – red for factor 1, orange for factor 2, blue for factor 3, green for factor 4 and purple for factor 5. The overlying patterns represent the CLASI components that loaded highly for that factor – stripes for activity, dots for damage, and stripes and dots for both. Of note, factor 1 also had involvement of arms and factor 3 had involvement of chest, back and buttocks, which are not depicted here.


Disclosure: S. Prasad, None; J. Raman, None; M. Ogunsanya, None; B. Chong, None.

To cite this abstract in AMA style:

Prasad S, Raman J, Ogunsanya M, Chong B. Principal Components Analysis as a Tool to Identify Lesional Skin Patterns in Cutaneous Lupus Erythematosus [abstract]. Arthritis Rheumatol. 2019; 71 (suppl 10). https://acrabstracts.org/abstract/principal-components-analysis-as-a-tool-to-identify-lesional-skin-patterns-in-cutaneous-lupus-erythematosus/. Accessed .
  • Tweet
  • Email
  • Print

« Back to 2019 ACR/ARP Annual Meeting

ACR Meeting Abstracts - https://acrabstracts.org/abstract/principal-components-analysis-as-a-tool-to-identify-lesional-skin-patterns-in-cutaneous-lupus-erythematosus/

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