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Molecular Profiling of Axial Spondyloarthritis Patients Reveals an Association between Innate and Adaptive Cell Populations and Therapeutic Response to Tumor Necrosis Factor Inhibitors

ORCID
0000-0003-3955-0117
Affiliation
Applied Molecular Biosciences Unit, Life Sciences Department, Sciences and Technology School, NOVA University of Lisbon, 2829-516 Caparica, Portugal
Sobral, Daniel;
ORCID
0000-0002-5579-2629
Affiliation
Instituto de Tecnologia Química e Biológica António Xavier, Nova University of Lisbon, Av. Da República, 2780-157 Oeiras, Portugal;(A.F.F.);(A.V.C.)
Fernandes, Ana Filipa;
ORCID
0000-0002-1849-5465
Affiliation
Department of Medicine, Faculty of Medicine, University of Porto, 4099-002 Porto, Portugal;
Bernardes, Miguel;
Affiliation
Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia/Espinho, 4434-502 Vila Nova de Gaia, Portugal
Pinto, Patrícia;
Affiliation
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal;(H.S.);
Santos, Helena;
ORCID
0000-0002-3529-1982
Affiliation
Rheumatology Department, Centro Hospitalar do Tâmega e Sousa, Hospital Padre Américo, 4560-136 Penafiel, Portugal;
Lagoas-Gomes, João;
Affiliation
Rheumatology Department, Unidade Local de Saúde do Alto Minho, 4990-078 Ponte de Lima, Portugal
Tavares-Costa, José;
Affiliation
I.CBR—Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
Silva, José A. P.;
ORCID
0000-0001-8956-8492
Affiliation
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal;(H.S.);
Dias, João Madruga;
ORCID
0000-0002-6224-9704
Affiliation
Rheumatology Department, Centro Hospitalar e Universitário de São João, 4200–319 Porto, Portugal
Bernardo, Alexandra;
Affiliation
Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, F-30200 Bagnols-sur-Cèze, France
Gaillard, Jean-Charles;
ORCID
0000-0003-1589-445X
Affiliation
Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, F-30200 Bagnols-sur-Cèze, France
Armengaud, Jean;
Affiliation
EMBL Genomics Core Facility, Meyerhofstr. 1, D-69117 Heidelberg, Germany;
Benes, Vladimir;
Affiliation
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal;(H.S.);
Domingues, Lúcia;
Affiliation
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal;(H.S.);
Maia, Sara;
ORCID
0000-0001-7024-4375
Affiliation
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal;(H.S.);
Branco, Jaime C.;
ORCID
0000-0002-6143-4203
Affiliation
Instituto de Tecnologia Química e Biológica António Xavier, Nova University of Lisbon, Av. Da República, 2780-157 Oeiras, Portugal;(A.F.F.);(A.V.C.)
Coelho, Ana Varela;
Affiliation
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal;(H.S.);
Pimentel-Santos, Fernando M.

This study aims at identifying molecular biomarkers differentiating responders and non-responders to treatment with Tumor Necrosis Factor inhibitors (TNFi) among patients with axial spondyloarthritis (axSpA). Whole blood mRNA and plasma proteins were measured in a cohort of biologic-naïve axSpA patients ( n = 35), pre and post (14 weeks) TNFi treatment with adalimumab. Differential expression analysis was used to identify the most enriched pathways and in predictive models to distinguish responses to TNFi. A treatment-associated signature suggests a reduction in inflammatory activity. We found transcripts and proteins robustly differentially expressed between baseline and week 14 in responders. C-reactive protein (CRP) and Haptoglobin (HP) proteins showed strong and early decrease in the plasma of axSpA patients, while a cluster of apolipoproteins (APOD, APOA2, APOA1) showed increased expression at week 14. Responders to TNFi treatment present higher levels of markers of innate immunity at baseline, and lower levels of adaptive immunity markers, particularly B-cells. A logistic regression model incorporating ASDAS-CRP, gender, and AFF3 , the top differentially expressed gene at baseline, enabled an accurate prediction of response to adalimumab in our cohort (AUC = 0.97). In conclusion, innate and adaptive immune cell type composition at baseline may be a major contributor to response to adalimumab in axSpA patients. A model including clinical and gene expression variables should also be considered.

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