The SjD Map: an interactive pathway tour into Sjögren’s disease signalling mechanisms

Sjögren's disease (SjD) remains a major unmet medical challenge, characterised by biological complexity, patient heterogeneity, and the absence of curative treatments. To advance mechanistic understanding and support therapeutic discovery, we developed a comprehensive Molecular Interaction Map (MIM). Differential expression analyses were conducted on peripheral blood samples from SjD patients and healthy controls across three datasets (GSE51092, UKPSSR, PRECISESADS), identifying 1,625 differentially expressed genes (DEGs), of which 25 were shared across all datasets. Nine common DEGs were linked to interferon signalling, reinforcing its pivotal role in SjD pathogenesis. Pathway enrichment analysis revealed 137 pathways, 43 of which were integrated into the MIM alongside literature-derived knowledge. The resulting SjD Map, freely available at https://sjdmap.elixir-luxembourg.org/, encompasses 829 molecular entities connected by 598 interactions by transcriptomic data and by curated evidence. This first comprehensive SjD Map provides an integrative framework for visualising pathways, overlaying omics data, and exploring therapeutic opportunities.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-03-28
DOI
https://doi.org/10.1038/s41540-026-00670-x
Primary Topic
Salivary Gland Disorders and Functions
Type
article
Field-Weighted Citation Impact
0.00
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article

The SjD Map: an interactive pathway tour into Sjögren’s disease signalling mechanisms

Gaëtane Nocturne, Sandra Ng, Sacha E Silva-Saffar, Michael R. Barnes et al.
npj Systems Biology and Applications
Salivary Gland Disorders and Functions
article

The SjD Map: an interactive pathway tour into Sjögren’s disease signalling mechanisms

Gaëtane Nocturne, Sandra Ng, Sacha E Silva-Saffar, Michael R. Barnes, Anna Niarakis, Jacques-Eric Gottenberg, Xavier Mariette, Michele Bombardieri, Marta E. Alarcon-Riquelme, Divi Cornec, Wan-Fai Ng
article en

Abstract

Sjögren's disease (SjD) remains a major unmet medical challenge, characterised by biological complexity, patient heterogeneity, and the absence of curative treatments. To advance mechanistic understanding and support therapeutic discovery, we developed a comprehensive Molecular Interaction Map (MIM). Differential expression analyses were conducted on peripheral blood samples from SjD patients and healthy controls across three datasets (GSE51092, UKPSSR, PRECISESADS), identifying 1,625 differentially expressed genes (DEGs), of which 25 were shared across all datasets. Nine common DEGs were linked to interferon signalling, reinforcing its pivotal role in SjD pathogenesis. Pathway enrichment analysis revealed 137 pathways, 43 of which were integrated into the MIM alongside literature-derived knowledge. The resulting SjD Map, freely available at https://sjdmap.elixir-luxembourg.org/, encompasses 829 molecular entities connected by 598 interactions by transcriptomic data and by curated evidence. This first comprehensive SjD Map provides an integrative framework for visualising pathways, overlaying omics data, and exploring therapeutic opportunities.

npj Systems Biology and Applications
Centre National de la Recherche Scientifique (FR), Université Toulouse III - Paul Sabatier (FR), Inserm (FR), Université de Bretagne Occidentale (FR), Queen Mary University of London (GB), Barts Health NHS Trust (GB), Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), Centre de Recherches sur la Cognition Animale (FR), Centre Inria de Saclay (FR), CEA Paris-Saclay (FR), Infectious Disease Models and Innovative Therapies (FR), Centre Hospitalier Régional Universitaire de Brest (FR), Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research (ES), Hôpitaux Universitaires de Strasbourg (FR), William Harvey Research Institute (GB), Newcastle University (GB), Université d'Évry Val-d'Essonne (FR)
Quality Education
Openalex Percentile: Top 3%
Salivary Gland Disorders and Functions
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