Evidence map›Paper›PMID 42093034›Full record

ArticleArthritis research & therapy2026

Peripheral blood transcriptomic analysis of patients with rheumatoid arthritis associated interstitial lung disease reveals: distinct molecular signature with evidence of humoral and myeloid immunity.

Sofia Flouda, Maria Grigoriou, George Sentis, Alexandros Grivas, Nikos Malissovas, Aggelos Banos, Konstantinos Thomas, Noemin Kapsala, Anastasia Filia, Dionysis Nikolopoulos and 4 more

Abstract read
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Article in Arthritis research & therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Sofia Flouda *Rheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece. sofieflou1991@hotmail.com.
Maria Grigoriou *Laboratory of Autoimmunity and Inflammation, CenterofClinical, Experimental Surgery and Translational Research, BiomedicalResearch FoundationAcademyofAthens, Athens, Greece.
George SentisLaboratory of Autoimmunity and Inflammation, CenterofClinical, Experimental Surgery and Translational Research, BiomedicalResearch FoundationAcademyofAthens, Athens, Greece.
Alexandros GrivasLaboratory of Autoimmunity and Inflammation, CenterofClinical, Experimental Surgery and Translational Research, BiomedicalResearch FoundationAcademyofAthens, Athens, Greece.
Nikos MalissovasLaboratory of Autoimmunity and Inflammation, CenterofClinical, Experimental Surgery and Translational Research, BiomedicalResearch FoundationAcademyofAthens, Athens, Greece.
Aggelos BanosRheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.
Konstantinos ThomasRheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.
Noemin KapsalaRheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.
Anastasia FiliaLaboratory of Autoimmunity and Inflammation, CenterofClinical, Experimental Surgery and Translational Research, BiomedicalResearch FoundationAcademyofAthens, Athens, Greece.
Dionysis NikolopoulosLaboratory of Autoimmunity and Inflammation, CenterofClinical, Experimental Surgery and Translational Research, BiomedicalResearch FoundationAcademyofAthens, Athens, Greece.
Theofanis KarageorgasRheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.
Vasilios Tzilas2nd Pulmonary Medicine Department, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.
Antonis Fanouriakis *Rheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.
Dimitrios T Boumpas *Rheumatology and Clinical Immunology Unit4 Department of Internal Medicine, Attikon University Hospital, NationalandKapodistrianUniversityofAthensMedicalSchool, Athens, Greece.

Funding

European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program No 742390
6 · The paper itself

Abstract

backgroundInterstitial lung disease (ILD) is a significant cause of morbidity and mortality in rheumatoid arthritis (RA). RNA sequencing (RNA-seq) of peripheral blood may provide an unbiased look at pathogenetic events involved.

methodsPeripheral blood was collected from RA-ILD (n = 11), RA non-ILD (n = 10), psoriatic arthritis (PsA, n = 23)patients and healthy controls (HC, n = 7) for transcriptomic analysis. All patients in the RA-ILD group were under treatment during sampling, GC and cDMARDs. The gene expression profile of RA ILD was inferred through differential gene expression analysis followed by pathway and enrichment analysis. Further transcriptomic analysis was conducted based on radiological pattern, clinical progression through Modified Medical Research Council (mMRC) Dyspnea scale, and radiological progression. Drug repurposing analysis was performed to identify perturbagens that counteract RA-ILD-specific signatures. To identify shared pathways between SSc and RA we used publicly available RNA-seq data of patients with systemic sclerosis-associated ILD (SSc-ILD).

resultsIn RA-ILD patients, differential expression analysis revealed enrichment in immune response pathways, metabolism, IFNα and IFNγ response. Within the RA-ILD subgroup, differential expression analysis of clinical and/or radiological progressors versus non-progressors revealed enriched pathways related to cell cycle, DNA replication, IFNγ response, inflammasome assembly and negative regulation of immune response in progressors. Drug repurposing analysis revealed that ITK, Syk and FAK inhibitors are candidate compounds that potentially reverse the transcriptomic signature of RA-ILD progression. Comparison of RA-ILD and SSc revealed shared pathways related to metabolism, extracellular matrix, IFNγ response and response to microorganisms.

conclusionsIn this preliminary study, RA-ILD patients exhibit enhanced immune responses, metabolism and cytokine activation. These data need to be further validated in larger studies.

Indexed as

Arthritis, RheumatoidImmunity, HumoralLung Diseases, InterstitialMyeloid CellsTranscriptomeAdultAgedFemaleGene Expression ProfilingHumansMaleMiddle AgedDrug repurposingExtracellular matrixImmune responseInflammatory responseInterferonKinase inhibitorsMetabolism

Identifiers

PMID42093034
PMCPMC13317425

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