First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China; Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou, China; Department of Rheumatology, First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Department of Rheumatology, First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Int Immunopharmacol. 2023 Jun;119:110203. doi: 10.1016/j.intimp.2023.110203. Epub 2023 Apr 24.
The treatment of rheumatoid arthritis (RA) related to the disease activity. However, the lack of highly sensitive and simplified markers limits the evaluation of disease activity. We sought to explore potential biomarkers associated with disease activity and treatment response in RA.
Liquid chromatography-tandem mass spectrometry (LC-MS/MS) proteomic analysis was performed to determine the differentially expressed proteins (DEPs) in serum collected from RA patients with moderate or high disease activity (determined by DAS28) before and after 24 weeks of treatment. Bioinformatic analysis were performed for DEPs and hub proteins. In the validation cohort, 15 RA patients were enrolled. Key proteins were validated by enzyme-linked immunosorbent assay (Elisa), correlation analysis and ROC curve.
We identified 77 DEPs. The DEPs enriched in humoral immune response, blood microparticle, and serine-type peptidase activity. KEGG enrichment analysis displayed that the DEPs were significantly enriched in cholesterol metabolism and complement and coagulation cascades. Activated CD4 + T cell, T follicular helper cell, natural killer cell, and plasmacytoid dendritic cell significantly increased after treatment. Fifteen hub proteins were screened out. Among them, dipeptidyl peptidase 4 (DPP4) was the most significant protein associated with clinical indicators and immune cells. Serum concentration of DPP4 was testified to significantly increase after treatment and inversely correlate with disease activity indicators (ESR, CRP, DAS28-ESR, DAS28-CRP, CDAI, SDAI). Significant reduction was found in the serum CXC chemokine ligand10 (CXC10) and CXC chemokine receptor 3 (CXCR3) after treatment.
Overall, our results suggest that serum DPP4 might be a potential biomarker for disease activity assessment and treatment response of RA.
类风湿关节炎(RA)的治疗与疾病活动度有关。然而,缺乏高度敏感和简化的标志物限制了对疾病活动度的评估。我们试图探索与 RA 疾病活动度和治疗反应相关的潜在生物标志物。
采用液相色谱-串联质谱(LC-MS/MS)蛋白质组学分析方法,检测 RA 患者治疗前(DAS28 确定为中高度疾病活动度)和治疗后 24 周时血清中差异表达的蛋白质(DEPs)。对 DEPs 和枢纽蛋白进行生物信息学分析。在验证队列中,纳入 15 例 RA 患者。采用酶联免疫吸附试验(Elisa)、相关性分析和 ROC 曲线对关键蛋白进行验证。
我们鉴定出 77 个 DEPs。DEPs 富集在体液免疫反应、血液微粒体和丝氨酸型肽酶活性中。KEGG 富集分析显示,DEPs 显著富集在胆固醇代谢和补体与凝血级联反应中。治疗后激活的 CD4+T 细胞、滤泡辅助 T 细胞、自然杀伤细胞和浆细胞样树突状细胞显著增加。筛选出 15 个枢纽蛋白。其中,二肽基肽酶 4(DPP4)是与临床指标和免疫细胞最显著相关的蛋白。治疗后 DPP4 血清浓度显著升高,与疾病活动指标(ESR、CRP、DAS28-ESR、DAS28-CRP、CDAI、SDAI)呈负相关。治疗后血清 CXC 趋化因子配体 10(CXC10)和 CXC 趋化因子受体 3(CXCR3)显著降低。
总的来说,我们的研究结果表明,血清 DPP4 可能是评估 RA 疾病活动度和治疗反应的潜在生物标志物。