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

被引:1
作者
Sobral, Daniel [1 ]
Fernandes, Ana Filipa [2 ]
Bernardes, Miguel [3 ,4 ]
Pinto, Patricia [5 ]
Santos, Helena [6 ,7 ]
Lagoas-Gomes, Joao [8 ]
Tavares-Costa, Jose [9 ]
Silva, Jose A. P. [10 ,11 ]
Dias, Joao Madruga [6 ,12 ]
Bernardo, Alexandra [4 ]
Gaillard, Jean-Charles [13 ]
Armengaud, Jean [13 ]
Benes, Vladimir [14 ]
Domingues, Lucia [6 ,15 ]
Maia, Sara [6 ]
Branco, Jaime C. [6 ,16 ]
Coelho, Ana Varela [2 ]
Pimentel-Santos, Fernando M. [6 ,16 ]
机构
[1] NOVA Univ Lisbon, Sci & Technol Sch, Life Sci Dept, Appl Mol Biosci Unit, P-2829516 Lisbon, Portugal
[2] Nova Univ Lisbon, Inst Tecnol Quim & Biol Antonio Xavier, Ave Republ, P-2780157 Oeiras, Portugal
[3] Univ Porto, Fac Med, Dept Med, P-4099002 Porto, Portugal
[4] Ctr Hosp & Univ Sao Joao, Rheumatol Dept, P-4200319 Porto, Portugal
[5] Ctr Hosp Vila Nova De Gaia Espinho, Rheumatol Dept, P-4434502 Vila Nova De Gaia, Portugal
[6] NOVA Univ Lisbon, NOVA Med Sch, NOVA Med Res, P-1169056 Lisbon, Portugal
[7] Portuguese Inst Rheumatol, P-1050034 Lisbon, Portugal
[8] Hosp Padre Americo, Ctr Hosp Tamega & Sousa, Rheumatol Dept, P-4560136 Penafiel, Portugal
[9] Rheumatol Dept, Unidade Local Saude Alto Minho, P-4990078 Ponte do Lima, Portugal
[10] Univ Coimbra, ICBR Inst Clin & Biomed Res, Fac Med, P-3000548 Coimbra, Portugal
[11] Ctr Hosp & Univ Coimbra, Rheumatol Dept, P-3004561 Coimbra, Portugal
[12] Ctr Hosp Medio Tejo, Rheumatol Dept, P-2350754 Torres Novas, Portugal
[13] Univ Paris Saclay, CEA, INRAE, SPI,Dept Medicaments & Technol St DMTS, F-30200 Bagnols Sur Ceze, France
[14] EMBL Genom Core Facil, Meyerhofstr 1, D-69117 Heidelberg, Germany
[15] Inst Politecn Setubal, Escola Super Saude, P-2910761 Setubal, Portugal
[16] Hosp Egas Moniz, Ctr Hospitalar Lisboa Ocidental, Rheumatol Dept, P-1349019 Lisbon, Portugal
关键词
axial spondyloarthritis; TNF inhibitor (adalimumab); treatment response; disease activity; innate immune system; adaptive immune system; peripheral blood; RNA-seq; proteomics; MAJOR CLINICAL-RESPONSE; SHORT-TERM IMPROVEMENT; BLOOD GENE-EXPRESSION; ANKYLOSING-SPONDYLITIS; TRANSCRIPTOME ANALYSIS; PREDICTION; BLOCKERS; EFFICACY; CRITERIA; RNA;
D O I
10.3390/biom14030382
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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-naive 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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页数:16
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