Evidence map›Paper›PMID 41689177›Full record

ReviewRheumatology (Oxford, England)2026

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

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

Abstract readReview
In one paragraph

Review in Rheumatology (Oxford, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Michael HughesCentre for Musculoskeletal Research, Division of Musculoskeletal and Dermatological Science, School of Biological Sciences, Faculty of Biological Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.ORCID 0000-0003-3361-4909
Zsuzsanna H McMahanDepartment of Medicine, Division of Rheumatology, UTHealth Houston, Houston, TX, USA.ORCID 0000-0001-6461-8940
Shervin AssassaiDepartment of Medicine, Division of Rheumatology, UTHealth Houston, Houston, TX, USA.ORCID 0000-0002-8059-9978
Christopher P DentonDivision of Medicine, University College London, London, UK.ORCID 0000-0003-3975-8938
Rui ProvidenciaInstitute of Health Informatics Research, University College London, London, UK.ORCID 0000-0001-9141-9883

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesSSc 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.

methodsGenetic 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.

resultsWe 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.

conclusionOur 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.

Indexed as

Drug DevelopmentScleroderma, SystemicGenetic Association StudiesGenome-Wide Association StudyHumansclinical trialsdrug repurposingsclerodermasystemic sclerosis

Identifiers

PMID41689177
PMCPMC13017111

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.