Rheumatology, Leiden University Medical Center, Leiden, the Netherlands.
Medical Statistics, Leiden University Medical Center, Leiden, the Netherlands.
Osteoarthritis Cartilage. 2022 Aug;30(8):1062-1069. doi: 10.1016/j.joca.2022.05.008. Epub 2022 May 27.
To investigate the association of the lipidomic profile with osteoarthritis (OA) severity, considering the outcomes radiographic knee and hand OA, pain and function.
We used baseline data from the Applied Public-Private Research enabling OsteoArthritis Clinical Headway (APPROACH) cohort, comprising persons with knee OA fulfilling the clinical American College of Rheumatology classification criteria. Radiographic knee and hand OA severity was quantified with Kellgren-Lawrence sum scores. Knee and hand pain and function were assessed with validated questionnaires. We quantified fasted plasma higher order lipids and oxylipins with liquid chromatography with tandem mass spectrometry (LC-MS/MS)-based platforms. Using penalised linear regression, we assessed the variance in OA severity explained by lipidomics, with adjustment for clinical covariates (age, sex, body mass index (BMI) and lipid lowering medication), measurement batch and clinical centre.
In 216 participants (mean age 66 years, mean BMI 27.3 kg/m, 75% women) we quantified 603 higher order lipids (triacylglycerols, diacylglycerols, cholesteryl esters, ceramides, free fatty acids, sphingomyelins, phospholipids) and 28 oxylipins. Lipidomics explained 3% and 2% of the variance in radiographic knee and hand OA severity, respectively. Lipids were not associated with knee pain or function. Lipidomics accounted for 12% and 6% of variance in hand pain and function, respectively. The investigated OA severity outcomes were associated with the lipidomic fraction of bound and free arachidonic acid, bound palmitoleic acid, oleic acid, linoleic acid and docosapentaenoic acid.
Within the APPROACH cohort lipidomics explained a minor portion of the variation in OA severity, which was most evident for the outcome hand pain. Our results suggest that eicosanoids may be involved in OA severity.
探讨脂质组学特征与骨关节炎(OA)严重程度的关系,同时考虑到膝关节和手部 OA 的放射学结果、疼痛和功能。
我们使用了来自应用公共-私人研究促进骨关节炎临床进展(APPROACH)队列的基线数据,该队列包括符合美国风湿病学会临床分类标准的膝关节 OA 患者。使用 Kellgren-Lawrence 总和评分来量化膝关节和手部 OA 的严重程度。通过经过验证的问卷评估膝关节和手部的疼痛和功能。我们使用基于液相色谱-串联质谱(LC-MS/MS)的平台来定量测定空腹血浆中的高级脂质和氧化脂质。使用惩罚线性回归,我们评估了脂质组学对 OA 严重程度的解释方差,调整了临床协变量(年龄、性别、体重指数(BMI)和降脂药物)、测量批次和临床中心。
在 216 名参与者(平均年龄 66 岁,平均 BMI 27.3kg/m2,75%为女性)中,我们定量测定了 603 种高级脂质(甘油三酯、二酰基甘油、胆固醇酯、神经酰胺、游离脂肪酸、鞘磷脂、磷脂)和 28 种氧化脂质。脂质组学分别解释了膝关节和手部放射学 OA 严重程度的 3%和 2%的方差。脂质与膝关节疼痛或功能无关。脂质组学分别解释了手部疼痛和功能的 12%和 6%的方差。所研究的 OA 严重程度结果与结合和游离花生四烯酸、结合棕榈油酸、油酸、亚油酸和二十二碳五烯酸的脂质组分数有关。
在 APPROACH 队列中,脂质组学解释了 OA 严重程度变化的一小部分,在手痛这一结果中最为明显。我们的结果表明,类二十烷酸可能参与了 OA 的严重程度。