# Advancing drug development for systemic sclerosis by prioritizing findings from human genetic association studies

**Authors:** Michael Hughes, Zsuzsanna H McMahan, Shervin Assassai, Christopher P Denton, Rui Providencia

PMC · DOI: 10.1093/rheumatology/keag084 · Rheumatology (Oxford, England) · 2026-02-13

## TL;DR

This paper uses human genetic data to identify new drug targets for systemic sclerosis, a rare rheumatic disease, and highlights potential repurposable drugs.

## Contribution

The paper introduces a systematic bioinformatics approach to prioritize druggable targets and repurposable drugs for systemic sclerosis using genetic and clinical data.

## Key findings

- 89 unique drugs were identified as potential candidates for systemic sclerosis, none of which are currently in guidelines.
- Neurotransmitter-targeting therapies were unexpectedly identified as relevant for systemic sclerosis-related Raynaud's phenomenon and gastrointestinal issues.
- The JAK/STAT pathway is highlighted as a promising therapeutic target in systemic sclerosis.

## Abstract

SSc is a rare rheumatological disease associated with significant morbidity and mortality. Despite significant recent international clinical trial activity, the yield of approved compounds has been disappointingly low. Our aim was to identify and prioritize potential ‘druggable’ targets with insights from human genetics, by integrating the available evidence with publicly available bioinformatics sources relevant for SSc drug development.

Genetic variants for SSc were identified through a search of the GWAS Catalog, and the associated-mapped genes were cross-referenced with the OpenTargets platform for drug interactions. Confirmation/validation was demonstrated through structured literature searches and review of the evidence on MEDLINE and ClinialTrials.gov for each individual drug and its association with SSc.

We identified 89 unique drugs, none of which is included in existing SSc guidelines/recommendations. Amlitelimab (anti-OX40L mAb) is currently being explored in CONQUEST (Platform Clinical Study for Conquering Scleroderma), a multicentre randomized controlled platform trial for SSc interstitial lung disease. Key groupings of drug therapies were (i) female sex hormones and function, (ii) neurotransmitter-targeting therapies, and (iii) inflammatory–fibrotic pathways. The Janus kinase (JAK)/STAT pathway is an attractive therapeutic target in SSc, targeting known pathobiology.

Our systematic approach, combining evidence from different bioinformatics platforms, has identified drug opportunities for repurposing/druggable targets for SSc. A novel and unexpected finding was the identification of multiple neurotransmitter-targeting drug therapies, particularly relevant to SSc-related RP and gastrointestinal involvement. Future studies of these candidates for SSc drug repurposing, many of which are widely available and often inexpensive, are indicated.

## Linked entities

- **Proteins:** TNFSF4 (TNF superfamily member 4)
- **Diseases:** systemic sclerosis (MONDO:0005100), interstitial lung disease (MONDO:0015925)

## Full-text entities

- **Genes:** TNFSF4 (TNF superfamily member 4) [NCBI Gene 7292] {aka CD134L, CD252, GP34, OX-40L, OX4OL, TNLG2B}
- **Diseases:** SSc (MESH:D012595), Raynaud's phenomenon (MESH:D011928), gastrointestinal involvement (MESH:D005767), rheumatological disease (MESH:D012216), inflammatory (MESH:D007249)
- **Chemicals:** Amlitelimab (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13017111/full.md

## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC13017111/full.md

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Source: https://tomesphere.com/paper/PMC13017111