Inserm U1125, Université Sorbonne Paris Nord, Bobigny, France.
Rheumatology Department, Assistance Publique-Hôpitaux de Paris, GH HUPSSD, Bobigny, France.
Sci Rep. 2024 Sep 9;14(1):21005. doi: 10.1038/s41598-024-68477-6.
Using a new red blood cell (RBC) metabolite extraction protocol, we performed a metabolomic analysis on RBCs in rheumatoid arthritis (RA) patients treated or not with methotrexate (MTX), with the two following objectives: to compare the RBC metabolic profiles of MTX-naïve RA patients and healthy controls (HC), and to investigate whether RBC profiles before and after MTX treatment in RA differed between responders and non-responders. Plasma analysis was performed in parallel. Metabolites were extracted and identified in RBCs and plasma by liquid chromatography-mass spectrometry. We compared the metabolomic fingerprints of 31 DMARD-naïve RA patients and 39 HCs. We also compared the RBC and plasma metabolomes of 25 RA patients who responded or not to MTX therapy before (M0) and after a 3-month treatment period (M3). Significance was determined by Storey's false discovery rate (FDR) q-values to correct for multiple testing. RA patients and HCs differed in the metabolomic signature of RBCs. The signature mainly contained amino acids (AA). Eleven metabolites, including 4 metabolites belonging to the carbohydrate subclass and 2 amino acids (creatine and valine) showed accumulation in RBCs from RA patients. Conversely, citrulline (fold change = 0.83; q = 0.025), histidine (fold change = 0.86; q = 0.014) and ergothioneine (EGT) (fold change = 0.66; q = 0.024), were lower in RBC of RA patients. Five plasma metabolites, including succinic acid and hydroxyproline, were higher in RA patients, and 7 metabolites, including DHEA sulfate, alanine, threonine and ornithine, were lower. Among RA patients undergoing MTX treatment pre-treatment (M0), EGT values were significantly lower in non-responders. In conclusion, low RBC levels of EGT, a food-derived AA barely detectable in plasma, characterize DMARD naïve RA patients and lack of response to MTX treatment.
采用新的红细胞(RBC)代谢物提取方案,我们对接受或未接受甲氨蝶呤(MTX)治疗的类风湿关节炎(RA)患者的 RBC 进行了代谢组学分析,目的有二:比较 MTX 初治 RA 患者和健康对照(HC)的 RBC 代谢谱;并探讨 RA 患者在 MTX 治疗前后,应答者和无应答者的 RBC 谱是否存在差异。同时进行了血浆分析。通过液相色谱-质谱法在 RBC 和血浆中提取和鉴定代谢物。我们比较了 31 名 DMARD 初治 RA 患者和 39 名 HC 的代谢组指纹图谱。我们还比较了 25 名 RA 患者在 MTX 治疗前(M0)和 3 个月治疗后(M3)的 RBC 和血浆代谢组。通过 Storey 的错误发现率(FDR)q 值进行多重检验校正以确定显著性。RA 患者和 HC 在 RBC 代谢组学特征上存在差异。该特征主要包含氨基酸(AA)。11 种代谢物,包括 4 种属于碳水化合物亚类的代谢物和 2 种氨基酸(肌酸和缬氨酸)在 RA 患者的 RBC 中积累。相反,瓜氨酸(fold change=0.83; q=0.025)、组氨酸(fold change=0.86; q=0.014)和麦角硫因(ergothioneine,EGT)(fold change=0.66; q=0.024)在 RA 患者的 RBC 中含量较低。5 种血浆代谢物,包括琥珀酸和羟脯氨酸,在 RA 患者中含量较高,7 种代谢物,包括 DHEA 硫酸盐、丙氨酸、苏氨酸和精氨酸,含量较低。在接受 MTX 治疗的 RA 患者中(M0),无应答者的 EGT 值明显较低。总之,RBC 中 EGT 水平较低,这种食物衍生的 AA 在血浆中几乎检测不到,可作为 DMARD 初治 RA 患者的特征,并提示对 MTX 治疗无反应。