Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Standard

Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers. / Port, Helena; Christiansen, Frederik; Nielsen, Signe Holm; Frederiksen, Peder; Bay-Jensen, Anne C.; Karsdal, Morten Asser; Seven, Sengul; Sørensen, Inge Juul; Loft, Anne Gitte; Madsen, Ole Rintek; Ostergaard, Mikkel; Pedersen, Susanne J.

I: RMD Open, Bind 10, Nr. 1, e003769, 10.01.2024.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Port, H, Christiansen, F, Nielsen, SH, Frederiksen, P, Bay-Jensen, AC, Karsdal, MA, Seven, S, Sørensen, IJ, Loft, AG, Madsen, OR, Ostergaard, M & Pedersen, SJ 2024, 'Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers', RMD Open, bind 10, nr. 1, e003769. https://doi.org/10.1136/rmdopen-2023-003769

APA

Port, H., Christiansen, F., Nielsen, S. H., Frederiksen, P., Bay-Jensen, A. C., Karsdal, M. A., Seven, S., Sørensen, I. J., Loft, A. G., Madsen, O. R., Ostergaard, M., & Pedersen, S. J. (2024). Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers. RMD Open, 10(1), [e003769]. https://doi.org/10.1136/rmdopen-2023-003769

Vancouver

Port H, Christiansen F, Nielsen SH, Frederiksen P, Bay-Jensen AC, Karsdal MA o.a. Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers. RMD Open. 2024 jan. 10;10(1). e003769. https://doi.org/10.1136/rmdopen-2023-003769

Author

Port, Helena ; Christiansen, Frederik ; Nielsen, Signe Holm ; Frederiksen, Peder ; Bay-Jensen, Anne C. ; Karsdal, Morten Asser ; Seven, Sengul ; Sørensen, Inge Juul ; Loft, Anne Gitte ; Madsen, Ole Rintek ; Ostergaard, Mikkel ; Pedersen, Susanne J. / Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers. I: RMD Open. 2024 ; Bind 10, Nr. 1.

Bibtex

@article{12d638bacd7d44edb9539ed8ae1029ce,
title = "Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers",
abstract = "Objective To explore the potential of a panel of ECM remodelling markers as endotyping tools for axial spondyloarthritis (axSpA) by separating patients into subtypes and investigate how they differ among each other in disease activity scores and response to treatment with adalimumab. Methods In three axSpA studies, a panel of 14 blood-based ECM biomarkers related to formation of collagen (PRO-C2, PRO-C3, PRO-C6), degradation of collagen by metalloproteinases (C1M, C2M, T2CM, C3M, C4M, C6M, C10C), matrix metalloproteinase (MMP)-degraded prolargin (PROM), MMP-degraded and citrullinated vimentin (VICM), basement membrane turnover (PRO-C4) and neutrophil activity (CPa9-HNE) were assessed to enable patient clustering (endotyping). MASH (n=41) was a cross-sectional study, while Adalimumab in Axial Spondyloarthritis study (ASIM,n=45) and Danish Multicenter Study of Adalimumab in Spondyloarthritis (DANISH, n=49) were randomised, double-blind placebo-controlled trials of adalimumab versus placebo every other week for 6 or 12 weeks, respectively, followed by active treatment. Biomarker data were log-transformed, standardised by mean centering and scaled by the SD prior to principal component analysis and K-means clustering. Results Based on all three studies, we identified two orthogonal dimensions reflecting: (1) inflammation and neutrophil activity (driven by C1M and CPa9-HNE) and (2) collagen turnover (driven by PRO-C2). Three endotypes were identified: high inflammation endotype (Endotype1), low inflammation endotype (Endotype 2) and high collagen turnover endotype (Endotype3). Endotype1 showed higher disease activity (Ankylosing Spondylitis Disease Activity Score (ASDAS)) at baseline compared with Endotype2 and Endotype3 and higher percentage of patients responding to adalimumab based on ASDAS clinical improvement at week 24. Endotype3 showed higher percentage of patients with 50% improvement in Bath Ankylosing Spondylitis Disease Activity Index response at week 24 compared with Endotype2. Conclusion These endotypes differ in their tissue remodelling profile and may in the future have utility for patient stratification and treatment tailoring. ",
keywords = "Adalimumab, Chondrocytes, Spondylitis, Ankylosing",
author = "Helena Port and Frederik Christiansen and Nielsen, {Signe Holm} and Peder Frederiksen and Bay-Jensen, {Anne C.} and Karsdal, {Morten Asser} and Sengul Seven and S{\o}rensen, {Inge Juul} and Loft, {Anne Gitte} and Madsen, {Ole Rintek} and Mikkel Ostergaard and Pedersen, {Susanne J.}",
note = "Publisher Copyright: {\textcopyright} Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.",
year = "2024",
month = jan,
day = "10",
doi = "10.1136/rmdopen-2023-003769",
language = "English",
volume = "10",
journal = "RMD Open",
issn = "2056-5933",
publisher = "BMJ Publishing Group",
number = "1",

}

RIS

TY - JOUR

T1 - Identification of patient endotypes and adalimumab treatment responders in axial spondyloarthritis using blood-derived extracellular matrix biomarkers

AU - Port, Helena

AU - Christiansen, Frederik

AU - Nielsen, Signe Holm

AU - Frederiksen, Peder

AU - Bay-Jensen, Anne C.

AU - Karsdal, Morten Asser

AU - Seven, Sengul

AU - Sørensen, Inge Juul

AU - Loft, Anne Gitte

AU - Madsen, Ole Rintek

AU - Ostergaard, Mikkel

AU - Pedersen, Susanne J.

N1 - Publisher Copyright: © Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

PY - 2024/1/10

Y1 - 2024/1/10

N2 - Objective To explore the potential of a panel of ECM remodelling markers as endotyping tools for axial spondyloarthritis (axSpA) by separating patients into subtypes and investigate how they differ among each other in disease activity scores and response to treatment with adalimumab. Methods In three axSpA studies, a panel of 14 blood-based ECM biomarkers related to formation of collagen (PRO-C2, PRO-C3, PRO-C6), degradation of collagen by metalloproteinases (C1M, C2M, T2CM, C3M, C4M, C6M, C10C), matrix metalloproteinase (MMP)-degraded prolargin (PROM), MMP-degraded and citrullinated vimentin (VICM), basement membrane turnover (PRO-C4) and neutrophil activity (CPa9-HNE) were assessed to enable patient clustering (endotyping). MASH (n=41) was a cross-sectional study, while Adalimumab in Axial Spondyloarthritis study (ASIM,n=45) and Danish Multicenter Study of Adalimumab in Spondyloarthritis (DANISH, n=49) were randomised, double-blind placebo-controlled trials of adalimumab versus placebo every other week for 6 or 12 weeks, respectively, followed by active treatment. Biomarker data were log-transformed, standardised by mean centering and scaled by the SD prior to principal component analysis and K-means clustering. Results Based on all three studies, we identified two orthogonal dimensions reflecting: (1) inflammation and neutrophil activity (driven by C1M and CPa9-HNE) and (2) collagen turnover (driven by PRO-C2). Three endotypes were identified: high inflammation endotype (Endotype1), low inflammation endotype (Endotype 2) and high collagen turnover endotype (Endotype3). Endotype1 showed higher disease activity (Ankylosing Spondylitis Disease Activity Score (ASDAS)) at baseline compared with Endotype2 and Endotype3 and higher percentage of patients responding to adalimumab based on ASDAS clinical improvement at week 24. Endotype3 showed higher percentage of patients with 50% improvement in Bath Ankylosing Spondylitis Disease Activity Index response at week 24 compared with Endotype2. Conclusion These endotypes differ in their tissue remodelling profile and may in the future have utility for patient stratification and treatment tailoring.

AB - Objective To explore the potential of a panel of ECM remodelling markers as endotyping tools for axial spondyloarthritis (axSpA) by separating patients into subtypes and investigate how they differ among each other in disease activity scores and response to treatment with adalimumab. Methods In three axSpA studies, a panel of 14 blood-based ECM biomarkers related to formation of collagen (PRO-C2, PRO-C3, PRO-C6), degradation of collagen by metalloproteinases (C1M, C2M, T2CM, C3M, C4M, C6M, C10C), matrix metalloproteinase (MMP)-degraded prolargin (PROM), MMP-degraded and citrullinated vimentin (VICM), basement membrane turnover (PRO-C4) and neutrophil activity (CPa9-HNE) were assessed to enable patient clustering (endotyping). MASH (n=41) was a cross-sectional study, while Adalimumab in Axial Spondyloarthritis study (ASIM,n=45) and Danish Multicenter Study of Adalimumab in Spondyloarthritis (DANISH, n=49) were randomised, double-blind placebo-controlled trials of adalimumab versus placebo every other week for 6 or 12 weeks, respectively, followed by active treatment. Biomarker data were log-transformed, standardised by mean centering and scaled by the SD prior to principal component analysis and K-means clustering. Results Based on all three studies, we identified two orthogonal dimensions reflecting: (1) inflammation and neutrophil activity (driven by C1M and CPa9-HNE) and (2) collagen turnover (driven by PRO-C2). Three endotypes were identified: high inflammation endotype (Endotype1), low inflammation endotype (Endotype 2) and high collagen turnover endotype (Endotype3). Endotype1 showed higher disease activity (Ankylosing Spondylitis Disease Activity Score (ASDAS)) at baseline compared with Endotype2 and Endotype3 and higher percentage of patients responding to adalimumab based on ASDAS clinical improvement at week 24. Endotype3 showed higher percentage of patients with 50% improvement in Bath Ankylosing Spondylitis Disease Activity Index response at week 24 compared with Endotype2. Conclusion These endotypes differ in their tissue remodelling profile and may in the future have utility for patient stratification and treatment tailoring.

KW - Adalimumab

KW - Chondrocytes

KW - Spondylitis, Ankylosing

U2 - 10.1136/rmdopen-2023-003769

DO - 10.1136/rmdopen-2023-003769

M3 - Journal article

C2 - 38199849

AN - SCOPUS:85182092943

VL - 10

JO - RMD Open

JF - RMD Open

SN - 2056-5933

IS - 1

M1 - e003769

ER -

ID: 387739057