# Systematic Review and Model-Based Meta-Analysis of Targeted Drugs for Systemic Sclerosis

**Authors:** Marina Vaskeikina, Yaroslav Ugolkov, Boris Kireev, Kirill Peskov, Alina Volkova

PMC · DOI: 10.3390/pharmaceutics18020250 · Pharmaceutics · 2026-02-18

## TL;DR

This study compares targeted drugs for systemic sclerosis using a model-based approach, showing which treatments are most effective for skin and lung symptoms.

## Contribution

The study introduces a model-based meta-analysis to systematically compare the efficacy of targeted therapies for systemic sclerosis.

## Key findings

- Guselkumab showed the greatest effect on skin score, followed by tofacitinib, inebilizumab, and baricitinib.
- B-cell-targeted therapies like belimumab and rituximab were most effective for lung function improvement.
- Half of the treatment response in patients occurred within 6.3 months.

## 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.

## Linked entities

- **Proteins:** IL37 (interleukin 37)
- **Chemicals:** tofacitinib (PubChem CID 9926791), baricitinib (PubChem CID 44205240), nintedanib (PubChem CID 135423438)
- **Diseases:** systemic sclerosis (MONDO:0005100), SSc (MONDO:0005100)

## Full-text entities

- **Genes:** JAK2 (Janus kinase 2) [NCBI Gene 3717] {aka JTK10}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, IL23A (interleukin 23 subunit alpha) [NCBI Gene 51561] {aka IL-23, IL-23A, IL23P19, P19, SGRF}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, JAK1 (Janus kinase 1) [NCBI Gene 3716] {aka AIIDE, JAK1A, JAK1B, JTK3}, TNFSF13B (TNF superfamily member 13b) [NCBI Gene 10673] {aka BAFF, BLYS, CD257, TALL-1, TALL1, THANK}, JAK3 (Janus kinase 3) [NCBI Gene 3718] {aka JAK-3, JAK3_HUMAN, JAKL, L-JAK, LJAK}, KRT20 (keratin 20) [NCBI Gene 54474] {aka CD20, CK-20, CK20, K20, KRT21}
- **Diseases:** ILD (MESH:D017563), pulmonary fibrosis (MESH:D011658), PAH (MESH:D010661), chronic (MESH:D002908), immune dysregulation (OMIM:614878), rheumatoid arthritis (MESH:D001172), vascular injury (MESH:D057772), vascular, gastrointestinal, cardiac, and renal involvement (MESH:C565423), immune (MESH:D007154), skin thickening (MESH:D013585), Sclerosis (MESH:D012598), autoimmune disorder (MESH:D001327), SSc (MESH:D012595), mRSS (MESH:D012871), inflammatory diseases (MESH:D007249), injury to (MESH:D014947), Pulmonary involvement (MESH:C566343), fibrosis (MESH:D005355), cutaneous versus pulmonary disease (MESH:D008171)
- **Chemicals:** nintedanib (MESH:C530716), baricitinib (MESH:C000596027), Guselkumab (MESH:C000588857), inebilizumab (MESH:C000609745), metelimumab (-), pirfenidone (MESH:C093844), Rituximab (MESH:D000069283), cyclophosphamide (MESH:D003520), tocilizumab (MESH:C502936), mycophenolate mofetil (MESH:D009173), Belimumab (MESH:C511911), carbon (MESH:D002244), tofacitinib (MESH:C479163), carbon monoxide (MESH:D002248)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12944528/full.md

## References

89 references — full list in the complete paper: https://tomesphere.com/paper/PMC12944528/full.md

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Source: https://tomesphere.com/paper/PMC12944528