Molecular Profiling of Axial Spondyloarthritis Patients Reveals an Association between Innate and Adaptive Cell Populations and Therapeutic Response to Tumor Necrosis Factor Inhibitors
Daniel Sobral,
Ana Filipa Fernandes,
Miguel Bernardes,
Patrícia Pinto,
Helena Santos,
João Lagoas-Gomes,
José Tavares-Costa,
José A. P. Silva,
João Madruga Dias,
Alexandra Bernardo,
Jean-Charles Gaillard,
Jean Armengaud,
Vladimir Benes,
Lúcia Domingues,
Sara Maia,
Jaime C. Branco,
Ana Varela Coelho,
Fernando M. Pimentel-Santos
Affiliations
Daniel Sobral
Applied Molecular Biosciences Unit, Life Sciences Department, Sciences and Technology School, NOVA University of Lisbon, 2829-516 Caparica, Portugal
Ana Filipa Fernandes
Instituto de Tecnologia Química e Biológica António Xavier, Nova University of Lisbon, Av. Da República, 2780-157 Oeiras, Portugal
Miguel Bernardes
Department of Medicine, Faculty of Medicine, University of Porto, 4099-002 Porto, Portugal
Patrícia Pinto
Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia/Espinho, 4434-502 Vila Nova de Gaia, Portugal
Helena Santos
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal
João Lagoas-Gomes
Rheumatology Department, Centro Hospitalar do Tâmega e Sousa, Hospital Padre Américo, 4560-136 Penafiel, Portugal
José Tavares-Costa
Rheumatology Department, Unidade Local de Saúde do Alto Minho, 4990-078 Ponte de Lima, Portugal
José A. P. Silva
I.CBR—Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
João Madruga Dias
NOVA Medical Research, NOVA Medical School, NOVA University of Lisbon, 1169-056 Lisbon, Portugal
Alexandra Bernardo
Rheumatology Department, Centro Hospitalar e Universitário de São João, 4200–319 Porto, Portugal
Jean-Charles Gaillard
Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, F-30200 Bagnols-sur-Cèze, France
Jean Armengaud
Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, F-30200 Bagnols-sur-Cèze, France
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.