Division of Analytical Biosciences, LACDR, Leiden University, Leiden, The Netherlands.
PLoS One. 2012;7(9):e44331. doi: 10.1371/journal.pone.0044331. Epub 2012 Sep 12.
The aim is to characterize subgroups or phenotypes of rheumatoid arthritis (RA) patients using a systems biology approach. The discovery of subtypes of rheumatoid arthritis patients is an essential research area for the improvement of response to therapy and the development of personalized medicine strategies.
In this study, 39 RA patients are phenotyped using clinical chemistry measurements, urine and plasma metabolomics analysis and symptom profiles. In addition, a Chinese medicine expert classified each RA patient as a Cold or Heat type according to Chinese medicine theory. Multivariate data analysis techniques are employed to detect and validate biochemical and symptom relationships with the classification.
The questionnaire items 'Red joints', 'Swollen joints', 'Warm joints' suggest differences in the level of inflammation between the groups although c-reactive protein (CRP) and rheumatoid factor (RHF) levels were equal. Multivariate analysis of the urine metabolomics data revealed that the levels of 11 acylcarnitines were lower in the Cold RA than in the Heat RA patients, suggesting differences in muscle breakdown. Additionally, higher dehydroepiandrosterone sulfate (DHEAS) levels in Heat patients compared to Cold patients were found suggesting that the Cold RA group has a more suppressed hypothalamic-pituitary-adrenal (HPA) axis function.
Significant and relevant biochemical differences are found between Cold and Heat RA patients. Differences in immune function, HPA axis involvement and muscle breakdown point towards opportunities to tailor disease management strategies to each of the subgroups RA patient.
本研究旨在采用系统生物学方法对类风湿关节炎(RA)患者进行亚组或表型特征分析。发现 RA 患者的亚型是改善治疗反应和制定个体化医学策略的重要研究领域。
本研究采用临床化学测量、尿液和血浆代谢组学分析以及症状谱对 39 例 RA 患者进行表型分析。此外,根据中医理论,中医专家将每位 RA 患者分为寒证或热证。采用多元数据分析技术来检测和验证与分类相关的生化和症状关系。
问卷项目“红关节”、“肿胀关节”、“温暖关节”表明,尽管 C 反应蛋白(CRP)和类风湿因子(RHF)水平相同,但两组之间的炎症水平存在差异。尿液代谢组学数据分析显示,寒证 RA 患者的 11 种酰基辅酶 A 水平低于热证 RA 患者,表明肌肉分解存在差异。此外,与寒证患者相比,热证患者的脱氢表雄酮硫酸酯(DHEAS)水平更高,表明寒证 RA 组的下丘脑-垂体-肾上腺(HPA)轴功能受到抑制。
寒证和热证 RA 患者之间存在显著且相关的生化差异。免疫功能、HPA 轴参与和肌肉分解的差异表明,可以针对每个 RA 患者亚组制定疾病管理策略。