Department of Pharmacy Practice, University of Kansas, Kansas City, KS, United States.
Department of Biostatics & Data Science, University of Kansas Medical Center, Kansas City, KS, United States.
Semin Arthritis Rheum. 2022 Oct;56:152056. doi: 10.1016/j.semarthrit.2022.152056. Epub 2022 Jun 28.
Methotrexate (MTX) remains the first-choice disease-modifying therapy in rheumatoid arthritis (RA). However, clinical response is variable, and no reliable predictive biomarkers of efficacy currently exist. In this study, plasma metabolomic profiling is evaluated as a tool to identify pretreatment biomarkers of MTX response in RA.
Plasma collected from RA patients initiating MTX therapy (n = 20) were analyzed by metabolomic profiling totaling 648 identified metabolites. Pretreatment metabolomic profiles were compared based on clinical response after 16-weeks of MTX therapy. Clinical response to MTX was defined by a clinically meaningful reduction in disease activity score in 28 joints (DAS28-ESR) of greater than 1.2.
Pretreatment plasma levels of 19 metabolites were found to differ (p < 0.05) between RA patients based on response to MTX at 16-weeks. Spearman's correlation of pretreatment plasma metabolite levels with change in DAS28-ESR over the treatment period further supported three of the identified metabolites as associated with MTX response (p < 0.05). The identified metabolite levels were all found to be lower in RA patients responsive to MTX but were not found to be intercorrelated. Receiver operating characteristic analysis of each of the identified metabolites, alone or in combination, demonstrated an excellent discrimination between responders and non-responders based on pretreatment plasma levels of nornicotine (AUC = 0.84), N-methylisoleucine (AUC = 0.82), 2,3-dihydroxybutanoic acid (AUC = 0.82), and a combination biomarker panel score (AUC = 0.98).
Pretreatment plasma metabolomic profiling identified multiple metabolites associated with early response to MTX therapy in RA and represents a promising approach for the identification of clinical biomarkers of MTX response in RA.
甲氨蝶呤(MTX)仍然是类风湿关节炎(RA)的首选疾病修饰治疗药物。然而,临床反应是可变的,目前尚无可靠的疗效预测生物标志物。在这项研究中,评估了血浆代谢组学分析作为一种工具,以确定 RA 患者 MTX 反应的预处理生物标志物。
对开始 MTX 治疗的 RA 患者(n=20)的血浆进行代谢组学分析,共鉴定出 648 种代谢产物。根据 MTX 治疗 16 周后的临床反应比较了预处理代谢组学图谱。MTX 的临床反应定义为疾病活动评分 28 关节(DAS28-ESR)的临床意义上的降低大于 1.2。
发现根据 16 周时对 MTX 的反应,20 例 RA 患者的 19 种代谢物的血浆水平存在差异(p<0.05)。治疗期间,预处理血浆代谢物水平与 DAS28-ESR 变化的 Spearman 相关性进一步支持了三种鉴定出的代谢物与 MTX 反应相关(p<0.05)。发现对 MTX 有反应的 RA 患者的鉴定代谢物水平均较低,但未发现相互关联。每个鉴定代谢物的单独或组合的受试者工作特征分析,基于预处理血浆中烟碱(AUC=0.84)、N-甲基异亮氨酸(AUC=0.82)、2,3-二羟丁酸(AUC=0.82)和组合生物标志物谱评分(AUC=0.98),在反应者和非反应者之间表现出极好的区分。
预处理血浆代谢组学分析确定了与 RA 患者 MTX 治疗早期反应相关的多种代谢物,代表了鉴定 RA 中 MTX 反应临床生物标志物的有前途的方法。