Applied Molecular Biosciences Unit, Life Sciences Department, Sciences and Technology School, NOVA University of Lisbon, 2829-516 Caparica, Portugal.
Instituto de Tecnologia Química e Biológica António Xavier, Nova University of Lisbon, Av. Da República, 2780-157 Oeiras, Portugal.
Biomolecules. 2024 Mar 21;14(3):382. doi: 10.3390/biom14030382.
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 ( = 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 , 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.
本研究旨在鉴定出生物制剂初治的中轴型脊柱关节炎(axSpA)患者中对肿瘤坏死因子抑制剂(TNFi)治疗有反应和无反应的分子生物标志物。在接受阿达木单抗治疗的 axSpA 患者队列(n=35)中,测量了患者治疗前(基线)和治疗后(14 周)的全血 mRNA 和血浆蛋白。采用差异表达分析鉴定最富集的通路,并建立预测模型来区分对 TNFi 的反应。治疗相关的特征提示炎症活性降低。我们发现,在有反应的患者中,基线和第 14 周之间有大量转录本和蛋白差异表达。C 反应蛋白(CRP)和触珠蛋白(HP)在 axSpA 患者的血浆中表现出强烈和早期的下降,而一组载脂蛋白(APOD、APOA2、APOA1)在第 14 周表达增加。TNFi 治疗有反应的患者在基线时具有更高水平的固有免疫标志物,而适应性免疫标志物,特别是 B 细胞的水平较低。纳入 BASDAI-CRP、性别和基线时差异表达最高的基因 的逻辑回归模型能够准确预测我们队列中阿达木单抗的反应(AUC=0.97)。总之,基线时固有免疫和适应性免疫细胞类型组成可能是 axSpA 患者对阿达木单抗反应的主要因素。还应考虑包括临床和基因表达变量的模型。