West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, 610041, China.
West China-PUMC C.C. Chen Institute of Health, Sichuan University, Chengdu, 610041, China.
Orphanet J Rare Dis. 2023 Sep 11;18(1):282. doi: 10.1186/s13023-023-02900-5.
Wilson's disease (WD) is a hereditary disorder that results in the accumulation of copper. The pathogenic mechanism is not well understood, and diagnosing the disease can be challenging, as it shares similarities with more prevalent conditions. To explore the metabolomic features of WD and differentiate it from other diseases related to copper metabolism, we conducted targeted and untargeted metabolomic profiling using ultra-high-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) and liquid chromatography-tandem mass spectrometry (LC-MS). We compared the metabolomic profiles of two subgroups of WD patients, namely hepatic WD (H-WD) and neurological WD (N-WD), H-WD patients and liver cirrhosis patients (who exhibit similar symptoms but have normal copper levels), and N-WD patients and Parkinson's disease patients (who exhibit similar symptoms but have normal copper levels).
Our pairwise comparisons revealed distinct metabolomic profiles for male and female WD patients, H-WD and N-WD patients, N-WD and Parkinson's disease patients, and H-WD and liver cirrhosis patients. We then employed logistic regression analysis, receiver operating characteristic (ROC) analysis, and model construction to identify candidate diagnostic biomarkers that differentiate H-WD from liver cirrhosis and N-WD from Parkinson's disease. Based on the spatial distribution of data obtained via PLS-DA analysis, we discovered variations in hydrophilic metabolites (aminoacyl-tRNA biosynthesis; alanine, aspartate, and glutamate metabolism; phenylalanine metabolism; arginine biosynthesis; and nicotinate and nicotinamide) and lipophilic metabolites (TG(triglyceride) (16:0_16:1_22:6), TG (16:0_16:0_22:6), and TG (16:0_16:1_22:5)) between H-WD and N-WD. Moreover, WD patients display metabolic traits that distinguish it from comparable conditions (liver cirrhosis and Parkinson's disease).
Our analysis reveals significant variations in the levels of metabolites in critical metabolic pathways and numerous lipids in WD.ROC analysis indicates that three metabolites may be considered as candidate biomarkers for diagnosing WD.
威尔逊病(WD)是一种遗传性疾病,导致铜的积累。其发病机制尚不清楚,由于与更常见的疾病有相似之处,因此诊断该病具有挑战性。为了探索 WD 的代谢组学特征,并将其与其他与铜代谢相关的疾病区分开来,我们使用超高效液相色谱-串联质谱(UPLC-MS/MS)和液相色谱-串联质谱(LC-MS)进行了靶向和非靶向代谢组学分析。我们比较了两组 WD 患者(肝 WD [H-WD] 和神经 WD [N-WD])、H-WD 患者和肝硬化患者(具有相似症状但铜水平正常)、N-WD 患者和帕金森病患者(具有相似症状但铜水平正常)的代谢组学特征。
我们的两两比较显示男性和女性 WD 患者、H-WD 和 N-WD 患者、N-WD 和帕金森病患者、H-WD 和肝硬化患者的代谢组学特征明显不同。然后,我们采用逻辑回归分析、受试者工作特征(ROC)分析和模型构建,以确定区分 H-WD 与肝硬化、N-WD 与帕金森病的候选诊断生物标志物。基于 PLS-DA 分析获得的数据的空间分布,我们发现亲水性代谢物(氨酰-tRNA 生物合成;丙氨酸、天冬氨酸和谷氨酸代谢;苯丙氨酸代谢;精氨酸生物合成;烟酸和烟酰胺)和疏水性代谢物(TG(三酰甘油)(16:0_16:1_22:6)、TG(16:0_16:0_22:6)和 TG(16:0_16:1_22:5))之间存在差异。此外,WD 患者表现出与类似疾病(肝硬化和帕金森病)区分开来的代谢特征。
我们的分析显示 WD 中关键代谢途径和多种脂质的代谢物水平存在显著差异。ROC 分析表明,三种代谢物可能被视为诊断 WD 的候选生物标志物。