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Research ArticleSystemic Sclerosis

Association of Type III and Type VI Collagen Neoepitopes With Disease Severity in Systemic Sclerosis

Ali Y. Ayla, Elana J. Bernstein, Meng Zhang, John M. VanBuren, Flavia V. Castelino, Lorinda Chung, Luke Evnin, Tracy M. Frech, Jessica K. Gordon, Faye N. Hant, Laura K. Hummers, Dinesh Khanna, Kimberly S. Lakin, Dorota Lebiedz-Odrobina, Yiming Luo, Ashima Makol, Maureen Mayes, Zsuzsanna H. McMahan, Jerry A. Molitor, Duncan F. Moore, Carrie Richardson, Nora Sandorfi, Ami A. Shah, Ankoor Shah, Victoria K. Shanmugam, Brian Skaug, Virginia D. Steen, Elizabeth R. Volkmann, Carleigh Zahn, Wenjin J. Zheng and Shervin Assassi
The Journal of Rheumatology May 2026, 53 (5) 519-528; DOI: https://doi.org/10.3899/jrheum.2025-0532
Ali Y. Ayla
1A.Y. Ayla, MD, M. Zhang, MS, M. Mayes, MD, MPH, Z.H. McMahan, MD, MS, B. Skaug, MD, PhD, S. Assassi, MD, MS, UTHealth Houston, Division of Rheumatology, Houston, Texas;
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Elana J. Bernstein
2E.J. Bernstein, MD, MSc, Y. Luo, MD, MHS, Division of Rheumatology, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York;
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Meng Zhang
1A.Y. Ayla, MD, M. Zhang, MS, M. Mayes, MD, MPH, Z.H. McMahan, MD, MS, B. Skaug, MD, PhD, S. Assassi, MD, MS, UTHealth Houston, Division of Rheumatology, Houston, Texas;
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John M. VanBuren
3J.M. VanBuren, PhD, Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Salt Lake City, Utah;
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Flavia V. Castelino
4F.V. Castelino, MD, Division of Rheumatology, Massachusetts General Hospital, Boston, Massachusetts;
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Lorinda Chung
5L. Chung, MD, MS, Division of Immunology and Rheumatology, Stanford University and Palo Alto VA Health Care System, Palo Alto, California;
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Luke Evnin
6L. Evnin, PhD, Scleroderma Research Foundation, San Francisco, California;
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Tracy M. Frech
7T.M. Frech, MD, MS, Division of Rheumatology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, and Tennessee Valley Health Care System, Veterans Affair Medical Center, Nashville, Tennessee;
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Jessica K. Gordon
8J.K. Gordon, MD, MSc, K.S. Lakin, MD, MS, Division of Rheumatology, Hospital for Special Surgery, New York City, New York;
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Faye N. Hant
9F.N. Hant DO, Division of Rheumatology, Medical University of South Carolina, Charleston, South Carolina;
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Laura K. Hummers
10L.K. Hummers, MD, MSc, A.A. Shah, MD, MHS, Division of Rheumatology, Johns Hopkins University, Baltimore, Maryland;
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Dinesh Khanna
11D. Khanna, MD, MS, C. Zahn, DO, University of Michigan Scleroderma Program, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan;
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Kimberly S. Lakin
8J.K. Gordon, MD, MSc, K.S. Lakin, MD, MS, Division of Rheumatology, Hospital for Special Surgery, New York City, New York;
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Dorota Lebiedz-Odrobina
12D. Lebiedz-Odrobina, MD, RhMSUS, Division of Rheumatology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah;
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Yiming Luo
2E.J. Bernstein, MD, MSc, Y. Luo, MD, MHS, Division of Rheumatology, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York;
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Ashima Makol
13A. Makol, MD, Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota;
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Maureen Mayes
1A.Y. Ayla, MD, M. Zhang, MS, M. Mayes, MD, MPH, Z.H. McMahan, MD, MS, B. Skaug, MD, PhD, S. Assassi, MD, MS, UTHealth Houston, Division of Rheumatology, Houston, Texas;
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Zsuzsanna H. McMahan
1A.Y. Ayla, MD, M. Zhang, MS, M. Mayes, MD, MPH, Z.H. McMahan, MD, MS, B. Skaug, MD, PhD, S. Assassi, MD, MS, UTHealth Houston, Division of Rheumatology, Houston, Texas;
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Jerry A. Molitor
14J.A. Molitor, MD, PhD, Division of Rheumatic and Autoimmune Diseases, Department of Medicine, University of Minnesota, Minneapolis, Minnesota;
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Duncan F. Moore
15D.F. Moore, MD, RhMSUS, C. Richardson, MD, MHS, Division of Rheumatology, Northwestern University, Chicago, Illinois;
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Carrie Richardson
15D.F. Moore, MD, RhMSUS, C. Richardson, MD, MHS, Division of Rheumatology, Northwestern University, Chicago, Illinois;
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Nora Sandorfi
16N. Sandorfi, MD, Division of Rheumatology, University of Pennsylvania, Philadelphia, Pennsylvania;
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Ami A. Shah
10L.K. Hummers, MD, MSc, A.A. Shah, MD, MHS, Division of Rheumatology, Johns Hopkins University, Baltimore, Maryland;
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Ankoor Shah
17A. Shah, MD, MHS, Division of Rheumatology and Immunology, Duke University, Durham, North Carolina;
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Victoria K. Shanmugam
18V.K. Shanmugam, MD, The George Washington University School of Medicine and Health Sciences, Department of Anatomy, George Washington University, Washington, DC;
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Brian Skaug
1A.Y. Ayla, MD, M. Zhang, MS, M. Mayes, MD, MPH, Z.H. McMahan, MD, MS, B. Skaug, MD, PhD, S. Assassi, MD, MS, UTHealth Houston, Division of Rheumatology, Houston, Texas;
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Virginia D. Steen
19V.D. Steen, MD, Georgetown University Medical Center, Washington, DC;
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Elizabeth R. Volkmann
20E.R. Volkmann, MD, MS, Division of Rheumatology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California;
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Carleigh Zahn
11D. Khanna, MD, MS, C. Zahn, DO, University of Michigan Scleroderma Program, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan;
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Wenjin J. Zheng
21W.J. Zheng, PhD, UTHealth Houston, School of Biomedical Informatics, Houston, Texas, USA.
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Shervin Assassi
1A.Y. Ayla, MD, M. Zhang, MS, M. Mayes, MD, MPH, Z.H. McMahan, MD, MS, B. Skaug, MD, PhD, S. Assassi, MD, MS, UTHealth Houston, Division of Rheumatology, Houston, Texas;
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  • For correspondence: Shervin.assassi{at}uth.tmc.edu
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Abstract

Objective Dysregulated collagen turnover is implicated in systemic sclerosis (SSc) pathogenesis. We evaluated collagen turnover biomarkers in relation to the severity of fibrotic manifestations, key cytokines, and progression in SSc.

Methods Baseline and 6-month serum samples of patients with early SSc in the Collaborative National Quality and Efficacy Registry (CONQUER) cohort were analyzed for type III (pro-collagen III [PRO-C3] and collagen III M [C3M]) and type VI (pro-collagen VI [PRO-C6] and collagen VI M [C6M]) collagen turnover biomarkers, as well as C-reactive protein (CRP), interleukin 6 (IL-6), and interferon (IFN)-inducible proteins. The modified Rodnan skin score and % predicted forced vital capacity (FVC%) served as surrogate markers of disease severity.

Results A total of 222 patients were included. PRO-C3 (P < 0.001) and PRO-C6 (P < 0.001) concentrations were higher in patients with diffuse disease, whereas C6M (P = 0.04) was higher in those with interstitial lung disease. Baseline PRO-C3 (P < 0.001) and PRO-C6 (P < 0.001) positively correlated with mRSS, whereas C3M (P = 0.03) and C6M (P = 0.01) negatively correlated with FVC%, although the magnitude of the observed correlations was in the weak range (rs < 0.4). Collagen biomarker concentrations positively correlated with CRP, IL-6, and IFN-inducible proteins at baseline. Although changes in CRP positively correlated with changes in collagen degradation protein levels (C3M and C6M), they did not correlate with changes in collagen formation protein levels (PRO-C3 and PRO-C6). In contrast, changes in IFN score showed the highest correlation with changes in PRO-C6.

Conclusion PRO-C3 and PRO-C6 correlated with skin disease severity, whereas C3M and C6M correlated with lung disease severity. Collagen turnover biomarkers correlated with CRP, IL-6, and IFN-inducible proteins, providing support for the link between inflammation and fibrosis in SSc.

Key Indexing Terms:
  • biomarker
  • collagen
  • fibrosis
  • systemic sclerosis
  • Accepted for publication November 5, 2025.
  • Copyright © 2026 by the Journal of Rheumatology
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The Journal of Rheumatology: 53 (5)
The Journal of Rheumatology
Vol. 53, Issue 5
1 May 2026
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Association of Type III and Type VI Collagen Neoepitopes With Disease Severity in Systemic Sclerosis
Ali Y. Ayla, Elana J. Bernstein, Meng Zhang, John M. VanBuren, Flavia V. Castelino, Lorinda Chung, Luke Evnin, Tracy M. Frech, Jessica K. Gordon, Faye N. Hant, Laura K. Hummers, Dinesh Khanna, Kimberly S. Lakin, Dorota Lebiedz-Odrobina, Yiming Luo, Ashima Makol, Maureen Mayes, Zsuzsanna H. McMahan, Jerry A. Molitor, Duncan F. Moore, Carrie Richardson, Nora Sandorfi, Ami A. Shah, Ankoor Shah, Victoria K. Shanmugam, Brian Skaug, Virginia D. Steen, Elizabeth R. Volkmann, Carleigh Zahn, Wenjin J. Zheng, Shervin Assassi
The Journal of Rheumatology May 2026, 53 (5) 519-528; DOI: 10.3899/jrheum.2025-0532

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Association of Type III and Type VI Collagen Neoepitopes With Disease Severity in Systemic Sclerosis
Ali Y. Ayla, Elana J. Bernstein, Meng Zhang, John M. VanBuren, Flavia V. Castelino, Lorinda Chung, Luke Evnin, Tracy M. Frech, Jessica K. Gordon, Faye N. Hant, Laura K. Hummers, Dinesh Khanna, Kimberly S. Lakin, Dorota Lebiedz-Odrobina, Yiming Luo, Ashima Makol, Maureen Mayes, Zsuzsanna H. McMahan, Jerry A. Molitor, Duncan F. Moore, Carrie Richardson, Nora Sandorfi, Ami A. Shah, Ankoor Shah, Victoria K. Shanmugam, Brian Skaug, Virginia D. Steen, Elizabeth R. Volkmann, Carleigh Zahn, Wenjin J. Zheng, Shervin Assassi
The Journal of Rheumatology May 2026, 53 (5) 519-528; DOI: 10.3899/jrheum.2025-0532
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Keywords

BIOMARKER
COLLAGEN
FIBROSIS
SYSTEMIC SCLEROSIS

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