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Research ArticleArticle

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 November 2025, jrheum.2025-0532; DOI: https://doi.org/10.3899/jrheum.2025-0532
Ali Y. Ayla
A.Y. Ayla, MD, Division of Rheumatology, UTHealth Houston, Houston, Texas, USA.
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  • ORCID record for Ali Y. Ayla
Elana J. Bernstein
E.J. Bernstein, MD, MSc, Division of Rheumatology, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York, USA.
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Meng Zhang
M. Zhang, MS, Division of Rheumatology, UTHealth Houston, Houston, Texas, USA.
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John M. VanBuren
J.M. VanBuren, PhD, Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA.
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Flavia V. Castelino
F.V. Castelino, MD, Division of Rheumatology, Massachusetts General Hospital, Boston, Massachusetts, USA.
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  • ORCID record for Flavia V. Castelino
Lorinda Chung
L. Chung, MD, MS, Division of Immunology and Rheumatology, Stanford University, Palo Alto, California, USA.
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Luke Evnin
L. Evnin, PhD, Scleroderma Research Foundation, San Francisco, California, USA.
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Tracy M. Frech
T.M. Frech, MD, MS, Division of Rheumatology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
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Jessica K. Gordon
J.K. Gordon, MD, MSc, Division of Rheumatology, Hospital for Special Surgery, New York City, New York, USA.
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Faye N. Hant
F.N. Hant, DO, Division of Rheumatology, Medical University of South Carolina, Charleston, South Carolina, USA.
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Laura K. Hummers
L.K. Hummers, MD, MSc, Division of Rheumatology, Johns Hopkins University, Baltimore, Maryland, USA.
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Dinesh Khanna
D. Khanna, MD, MS, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA.
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Kimberly S. Lakin
K.S. Lakin, MD, MS, Division of Rheumatology, Hospital for Special Surgery, New York City, New York, USA.
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Dorota Lebiedz-Odrobina
D. Lebiedz-Odrobina, MD, RhMSUS, Division of Rheumatology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA.
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Yiming Luo
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, USA.
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Ashima Makol
A. Makol, MD, Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA.
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Maureen Mayes
M. Mayes, MD, MPH, Division of Rheumatology, UTHealth Houston, Houston, Texas, USA.
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Zsuzsanna H. McMahan
Z.H. McMahan, MD, MS, Division of Rheumatology, UTHealth Houston, Houston, Texas, USA.
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Jerry A. Molitor
J.A. Molitor, MD, PhD, Division of Rheumatic and Autoimmune Diseases, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA.
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Duncan F. Moore
D.F. Moore, MD, RhMSUS, Division of Rheumatology, Northwestern University, Chicago, Illinois, USA.
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Carrie Richardson
C. Richardson, MD, MHS, Division of Rheumatology, Northwestern University, Chicago, Illinois, USA.
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Nora Sandorfi
N. Sandorfi, MD, Division of Rheumatology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
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Ami A. Shah
A.A. Shah, MD, MHS, Division of Rheumatology, Johns Hopkins University, Baltimore, Maryland, USA.
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Ankoor Shah
A. Shah, MD, MHS, Division of Rheumatology and Immunology, Duke University, Durham, North Carolina, USA.
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Victoria K. Shanmugam
V.K. Shanmugam, MD, Department of Anatomy, George Washington University, Washington, DC, USA.
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Brian Skaug
B. Skaug, MD, PhD, Division of Rheumatology, UTHealth Houston, Houston, Texas, USA.
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Virginia D. Steen
V.D. Steen, MD, Georgetown University Medical Center, Washington, DC, USA.
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Elizabeth R. Volkmann
E.R. Volkmann, MD, MS, Division of Rheumatology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.
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Carleigh Zahn
C. Zahn, DO, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA.
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Wenjin J. Zheng
W.J. Zheng, PhD, School of Biomedical Informatics, UTHealth Houston, Houston, Texas, USA.
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Shervin Assassi
S. Assassi, MD, MS, Division of Rheumatology, UTHealth Houston, Houston, Texas, USA.
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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.

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The Journal of Rheumatology: 53 (3)
The Journal of Rheumatology
Vol. 53, Issue 3
1 Mar 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 Nov 2025, jrheum.2025-0532; 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 Nov 2025, jrheum.2025-0532; DOI: 10.3899/jrheum.2025-0532
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