de Lope Elisa Gómez, Loo Rebecca Ting Jiin, Rauschenberger Armin, Ali Muhammad, Pavelka Lukas, Marques Tainá M, Gomes Clarissa P C, Krüger Rejko, Glaab Enrico
Biomedical Data Science, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg.
Parkinson's Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg.
NPJ Parkinsons Dis. 2024 Mar 19;10(1):68. doi: 10.1038/s41531-024-00671-9.
Parkinson's disease (PD) is a highly heterogeneous disorder influenced by several environmental and genetic factors. Effective disease-modifying therapies and robust early-stage biomarkers are still lacking, and an improved understanding of the molecular changes in PD could help to reveal new diagnostic markers and pharmaceutical targets. Here, we report results from a cohort-wide blood plasma metabolic profiling of PD patients and controls in the Luxembourg Parkinson's Study to detect disease-associated alterations at the level of systemic cellular process and network alterations. We identified statistically significant changes in both individual metabolite levels and global pathway activities in PD vs. controls and significant correlations with motor impairment scores. As a primary observation when investigating shared molecular sub-network alterations, we detect pronounced and coordinated increased metabolite abundances in xanthine metabolism in de novo patients, which are consistent with previous PD case/control transcriptomics data from an independent cohort in terms of known enzyme-metabolite network relationships. From the integrated metabolomics and transcriptomics network analysis, the enzyme hypoxanthine phosphoribosyltransferase 1 (HPRT1) is determined as a potential key regulator controlling the shared changes in xanthine metabolism and linking them to a mechanism that may contribute to pathological loss of cellular adenosine triphosphate (ATP) in PD. Overall, the investigations revealed significant PD-associated metabolome alterations, including pronounced changes in xanthine metabolism that are mechanistically congruent with alterations observed in independent transcriptomics data. The enzyme HPRT1 may merit further investigation as a main regulator of these network alterations and as a potential therapeutic target to address downstream molecular pathology in PD.
帕金森病(PD)是一种高度异质性疾病,受多种环境和遗传因素影响。目前仍缺乏有效的疾病修饰疗法和可靠的早期生物标志物,深入了解PD中的分子变化有助于揭示新的诊断标志物和药物靶点。在此,我们报告了卢森堡帕金森病研究中对PD患者和对照进行全队列血浆代谢谱分析的结果,以在全身细胞过程和网络改变水平上检测与疾病相关的变化。我们发现PD患者与对照相比,个体代谢物水平和全局通路活性均有统计学意义的变化,且与运动障碍评分显著相关。作为研究共享分子子网改变时的主要观察结果,我们在初发患者的黄嘌呤代谢中检测到代谢物丰度明显且协同增加,就已知的酶 - 代谢物网络关系而言,这与来自独立队列的先前PD病例/对照转录组学数据一致。通过整合代谢组学和转录组学网络分析,次黄嘌呤磷酸核糖基转移酶1(HPRT1)被确定为控制黄嘌呤代谢共享变化并将其与可能导致PD中细胞三磷酸腺苷(ATP)病理性损失的机制相关联的潜在关键调节因子。总体而言,这些研究揭示了与PD相关的显著代谢组改变,包括黄嘌呤代谢的明显变化,其机制与独立转录组学数据中观察到的改变一致。酶HPRT1作为这些网络改变的主要调节因子以及解决PD下游分子病理学的潜在治疗靶点,可能值得进一步研究。