Department of Paediatrics, LMU - Ludwig-Maximilians-Universität Munich, Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Lindwurmstr, 4, D-80337, Munich, Germany.
Department of Medicine IV, University Hospital, LMU Munich, Munich, Germany.
Skelet Muscle. 2023 Jan 19;13(1):2. doi: 10.1186/s13395-022-00312-w.
Sarcopenia is one of the most predominant musculoskeletal diseases of the elderly, defined as age-related progressive and generalized loss of muscle mass with a simultaneous reduction in muscle strength and/or function. Using metabolomics, we aimed to examine the association between sarcopenia and the plasma metabolic profile of sarcopenic patients, measured using a targeted HPLC-MS/MS platform.
Plasma samples from 22 (17 men) hip fracture patients undergoing surgery (8 sarcopenic, age 81.4+6.3, and 14 non-sarcopenic, age 78.4±8.1) were analyzed. T test, fold change, orthogonal partial least squares discriminant analysis, and sparse partial least squares discriminant analysis were used for mining significant features. Metabolite set enrichment analysis and mediation analysis by PLSSEM were thereafter performed.
Using a univariate analysis for sarcopenia z score, the amino acid citrulline was the only metabolite with a significant group difference after FDR correction. Positive trends were observed between the sarcopenia z score and very long-chain fatty acids as well as dicarboxylic acid carnitines. Multivariate analysis showed citrulline, non-esterified fatty acid 26:2, and decanedioyl carnitine as the top three metabolites according to the variable importance in projection using oPLS-DA and loadings weight by sPLS-DA. Metabolite set enrichment analysis showed carnitine palmitoyltransferase deficiency (II) as the highest condition related to the metabolome.
We observed a difference in the plasma metabolic profile in association with different measures of sarcopenia, which identifies very long-chain fatty acids, Carn.DC and citrulline as key variables associated with the disease severity. These findings point to a potential link between sarcopenia and mitochondrial dysfunction and portraits a number of possible biochemical pathways which might be involved in the disease pathogenesis.
肌少症是老年人中最常见的肌肉骨骼疾病之一,定义为与年龄相关的进行性和全身性肌肉质量减少,同时伴有肌肉力量和/或功能下降。本研究采用代谢组学方法,旨在使用靶向 HPLC-MS/MS 平台检测肌少症患者的血浆代谢谱与肌少症之间的关联。
对 22 名(男 17 名)接受髋关节骨折手术的患者(8 名肌少症患者,年龄 81.4±6.3 岁;14 名非肌少症患者,年龄 78.4±8.1 岁)的血浆样本进行分析。采用 t 检验、倍数变化、正交偏最小二乘判别分析和稀疏偏最小二乘判别分析进行特征挖掘。随后进行代谢物集富集分析和 PLSSEM 中介分析。
使用肌少症 z 评分的单变量分析,经 FDR 校正后,只有氨基酸瓜氨酸具有显著的组间差异。肌少症 z 评分与超长链脂肪酸和二羧酸肉碱呈正相关趋势。多变量分析显示,根据 oPLS-DA 的变量重要性投影和 sPLS-DA 的载荷权重,瓜氨酸、非酯化脂肪酸 26:2 和癸二酰肉碱是前三种代谢物。代谢物集富集分析显示肉碱棕榈酰转移酶缺陷(II)是与代谢组相关性最高的条件。
我们观察到不同肌少症测量指标的血浆代谢谱存在差异,这表明超长链脂肪酸、Carn.DC 和瓜氨酸是与疾病严重程度相关的关键变量。这些发现表明肌少症与线粒体功能障碍之间存在潜在联系,并描绘了一些可能参与疾病发病机制的生化途径。