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Updated: Feb 28, 2026

Imaging Features of Systemic Sclerosis-Associated Interstitial Lung Disease
Published on: June 16, 2020
Systematic Review and Model-Based Meta-Analysis of Targeted Drugs for Systemic Sclerosis
Marina Vaskeikina1, Yaroslav Ugolkov2,3,4, Boris Kireev2,3,4
1Faculty of Medicine, Lomonosov Moscow State University, 119991 Moscow, Russia.
Abstract:
Background: Systemic sclerosis (SSc) is a complex autoimmune fibrotic disorder marked by heterogeneous clinical features and multiple pathophysiological mechanisms. The rapid emergence of targeted therapies, aimed at selectively modulating molecular targets, has expanded treatment options; however, making direct efficacy comparisons remains challenging due to the variability in trial designs, endpoints, and patient populations. Methods: A systematic search of PubMed and ClinicalTrials.gov identified randomized controlled trials (RCTs) evaluating targeted therapies in SSc. A longitudinal mixed-effect meta-model incorporating Emax structural functions characterized treatment response trajectories for the modified Rodnan skin score (mRSS) and forced vital capacity (FVC). Between-study and between-treatment-arm variability were explicitly modeled to account for heterogeneity. Results: A total of 32 RCTs with 2036 patients and 23 targeted agents were analyzed. Guselkumab, an anti-IL-23 antibody, showed the greatest effect on mRSS, followed by tofacitinib, inebilizumab, and baricitinib. For FVC, B-cell-targeted therapies, with belimumab and rituximab, demonstrated the highest efficacy, while tocilizumab and nintedanib had more moderate effects. Time to 50% maximal response was approximately 27.5 weeks, indicating a 6.3-month period for half treatment response development. Conclusions: This model-based meta-analysis provides a broad comparison of targeted therapies in SSc, highlighting distinct efficacy patterns for skin versus lung involvement and offering hypothesis-generating insights that may support treatment selection and the design of future clinical trials.
Insights
This meta-analysis compared targeted therapies for systemic sclerosis (SSc). Guselkumab excelled in skin score improvement, while B-cell therapies like belimumab were best for lung function (FVC).
Area of Science:
- Rheumatology and Immunology
- Pharmacology and Drug Discovery
Background:
- Systemic sclerosis (SSc) is a complex autoimmune fibrotic disease with varied presentations.
- Targeted therapies offer new treatment avenues, but direct comparisons are difficult due to trial heterogeneity.
Purpose of the Study:
- To systematically compare the efficacy of targeted therapies for systemic sclerosis (SSc).
- To model treatment response trajectories for skin and lung function in SSc patients.
Main Methods:
- Systematic literature search of RCTs in PubMed and ClinicalTrials.gov.
- Longitudinal mixed-effect meta-model with Emax functions to analyze modified Rodnan skin score (mRSS) and forced vital capacity (FVC) trajectories.
- Explicit modeling of between-study and between-treatment-arm variability.
Main Results:
- Analyzed 32 RCTs (2036 patients, 23 agents). Guselkumab showed the greatest mRSS improvement.
- B-cell therapies (belimumab, rituximab) were most effective for FVC; tocilizumab and nintedanib had moderate effects.
- Half maximal treatment response developed around 27.5 weeks (6.3 months).
Conclusions:
- Model-based meta-analysis offers a comparative overview of SSc targeted therapies.
- Distinct efficacy patterns exist for skin vs. lung manifestations.
- Findings may inform treatment selection and future clinical trial design.
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