Werden Serum-Biomarker bald eine Rolle in der Behandlung systemischer Sklerose-assoziierter interstitieller Lungenerkrankung spielen?

Objective: Interstitial lung disease (ILD) is the leading cause of mortality in SSc. Novel biomarkers are crucial to improve outcomes in SSc-ILD. We aimed to compare the performance of potential serum biomarkers of SSc-ILD that reflect different pathogenic processes: KL-6 and SP-D (epithelial injury), CCL18 (type 2 immune response), YKL-40 (endothelial injury and matrix remodelling) and MMP-7 (ECM remodelling). Methods: Baseline and follow-up serum samples from 225 SSc patients were analysed by ELISA. Progressive ILD was defined according to the 2022-ATS/ERS/JRS/ALAT guidelines. Linear mixed models and random forest models were used for statistical analyses. Results: Serum levels of KL-6 [MD 35.67 (95% CI 22.44–48.89, P < 0.01)], SP-D [81.13 (28.46–133.79, P < 0.01)], CCL18 [17.07 (6.36–27.77, P < 0.01)], YKL-40 [22.81 (7.19–38.44, P < 0.01)] and MMP-7 [2.84 (0.88–4.80, P < 0.01)] were independently associated with the presence of SSc-ILD. A machine-learning model including all candidates classified patients with or without ILD with an accuracy of 85%. The combination of KL-6 and SP-D was associated with the presence [0.77 (0.53–1.00, P’ <0.01)] and previous progression of SSc-ILD [OR 1.28 (1.01–1.61, P’ =0.047)]. Higher baseline levels of KL-6 [OR 3.70 (1.52–9.03, P < 0.01)] or SP-D [OR 2.00 (1.06–3.78, P = 0.03)] increased the odds of future SSc-ILD progression, independent of other conventional risk factors, and the combination of KL-6 and SP-D [1.109 (0.665–1.554, P < 0.01)] showed improved performance compared with KL-6 and SP-D alone.

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Publication Details

Journal
Kompass Pneumologie
Published
2025-03-31
DOI
https://doi.org/10.1159/000545344
Primary Topic
Systemic Sclerosis and Related Diseases
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article
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article

Werden Serum-Biomarker bald eine Rolle in der Behandlung systemischer Sklerose-assoziierter interstitieller Lungenerkrankung spielen?

Carina Mihai
Kompass Pneumologie
Systemic Sclerosis and Related Diseases
article

Werden Serum-Biomarker bald eine Rolle in der Behandlung systemischer Sklerose-assoziierter interstitieller Lungenerkrankung spielen?

Carina Mihai
article en

Abstract

Objective: Interstitial lung disease (ILD) is the leading cause of mortality in SSc. Novel biomarkers are crucial to improve outcomes in SSc-ILD. We aimed to compare the performance of potential serum biomarkers of SSc-ILD that reflect different pathogenic processes: KL-6 and SP-D (epithelial injury), CCL18 (type 2 immune response), YKL-40 (endothelial injury and matrix remodelling) and MMP-7 (ECM remodelling). Methods: Baseline and follow-up serum samples from 225 SSc patients were analysed by ELISA. Progressive ILD was defined according to the 2022-ATS/ERS/JRS/ALAT guidelines. Linear mixed models and random forest models were used for statistical analyses. Results: Serum levels of KL-6 [MD 35.67 (95% CI 22.44–48.89, P < 0.01)], SP-D [81.13 (28.46–133.79, P < 0.01)], CCL18 [17.07 (6.36–27.77, P < 0.01)], YKL-40 [22.81 (7.19–38.44, P < 0.01)] and MMP-7 [2.84 (0.88–4.80, P < 0.01)] were independently associated with the presence of SSc-ILD. A machine-learning model including all candidates classified patients with or without ILD with an accuracy of 85%. The combination of KL-6 and SP-D was associated with the presence [0.77 (0.53–1.00, P’ <0.01)] and previous progression of SSc-ILD [OR 1.28 (1.01–1.61, P’ =0.047)]. Higher baseline levels of KL-6 [OR 3.70 (1.52–9.03, P < 0.01)] or SP-D [OR 2.00 (1.06–3.78, P = 0.03)] increased the odds of future SSc-ILD progression, independent of other conventional risk factors, and the combination of KL-6 and SP-D [1.109 (0.665–1.554, P < 0.01)] showed improved performance compared with KL-6 and SP-D alone.

Kompass PneumologieVol. 13(4)
University of Zurich (CH), University Hospital of Zurich (CH)
Openalex Percentile: Top 91%
Systemic Sclerosis and Related Diseases
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Werden Serum-Biomarker bald eine Rolle in der Behandlung systemischer Sklerose-assoziierter interstitieller Lungenerkrankung spielen? — Carina Mihai · Kompass Pneumologie (2025) | TGRS Research Map | TGRS