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代谢组学方法探索类风湿关节炎疾病活动相关的生物标志物。

Metabolomic approach to the exploration of biomarkers associated with disease activity in rheumatoid arthritis.

机构信息

Center for Innovation in Immunoregulative Technology and Therapeutics, Graduate School of Medicine, Kyoto University, Kyoto, Kyoto, Japan.

Candidate Discovery Science Labs, Astellas Pharma Inc., Tsukuba, Ibaraki, Japan.

出版信息

PLoS One. 2019 Jul 11;14(7):e0219400. doi: 10.1371/journal.pone.0219400. eCollection 2019.

Abstract

We aimed to investigate metabolites associated with the 28-joint disease activity score based on erythrocyte sedimentation rate (DAS28-ESR) in patients with rheumatoid arthritis (RA) using capillary electrophoresis quadrupole time-of-flight mass spectrometry. Plasma and urine samples were collected from 32 patients with active RA (DAS28-ESR≥3.2) and 17 with inactive RA (DAS28-ESR<3.2). We found 15 metabolites in plasma and 20 metabolites in urine which showed a significant but weak positive or negative correlation with DAS28-ESR. When metabolites between active and inactive patients were compared, 9 metabolites in plasma and 15 in urine were found to be significantly different. Consequently, we selected 11 metabolites in plasma and urine as biomarker candidates which significantly correlated positively or negatively with DAS28-ESR, and significantly differed between active and inactive patients. When a multiple logistic regression model was built to discriminate active and inactive cohorts, three variables-histidine and guanidoacetic acid from plasma and hypotaurine from urine-generated a high area under the receiver operating characteristic (ROC) curve value (AUC = 0.8934). Thus, this metabolomics approach appeared to be useful for investigating biomarkers of RA. Combination of plasma and urine analysis may lead to more precise and reliable understanding of the disease condition. We also considered the pathophysiological significance of the found biomarker candidates.

摘要

我们旨在使用毛细管电泳四极杆飞行时间质谱法研究与红细胞沉降率 (DAS28-ESR) 相关的代谢产物与类风湿关节炎 (RA) 患者的 28 关节疾病活动评分 (DAS28-ESR) 的关系。采集了 32 名活动期 RA 患者 (DAS28-ESR≥3.2) 和 17 名缓解期 RA 患者 (DAS28-ESR<3.2) 的血浆和尿液样本。我们发现了 15 种在血浆中,20 种在尿液中与 DAS28-ESR 呈显著但微弱的正相关或负相关的代谢物。当比较活动期和缓解期患者之间的代谢物时,发现了 9 种在血浆中,15 种在尿液中存在显著差异的代谢物。因此,我们选择了 11 种在血浆和尿液中作为与 DAS28-ESR 呈显著正相关或负相关,并且在活动期和缓解期患者之间存在显著差异的生物标志物候选物。当构建一个用于区分活动期和缓解期队列的多变量逻辑回归模型时,三个变量——来自血浆的组氨酸和胍基乙酸,以及来自尿液的牛磺酸,产生了高的接收者操作特征 (ROC) 曲线下面积 (AUC = 0.8934) 值。因此,这种代谢组学方法似乎可用于研究 RA 的生物标志物。组合分析血浆和尿液可能会导致更精确和可靠地了解疾病状况。我们还考虑了发现的生物标志物候选物的病理生理学意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/005f/6622493/6178787978d8/pone.0219400.g001.jpg

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