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A six-metabolite panel as potential blood-based biomarkers for Parkinson’s disease
npj Parkinson's Disease ( IF 9.304 ) Pub Date : 2021-10-14 , DOI: 10.1038/s41531-021-00239-x
Stephan Klatt 1, 2 , James D Doecke 2, 3 , Anne Roberts 4 , Berin A Boughton 5, 6 , Colin L Masters 1, 2 , Malcolm Horne 1 , Blaine R Roberts 4, 7
Affiliation  

Characterisation and diagnosis of idiopathic Parkinson’s disease (iPD) is a current challenge that hampers both clinical assessment and clinical trial development with the potential inclusion of non-PD cases. Here, we used a targeted mass spectrometry approach to quantify 38 metabolites extracted from the serum of 231 individuals. This cohort is currently one of the largest metabolomic studies including iPD patients, drug-naïve iPD, healthy controls and patients with Alzheimer’s disease as a disease-specific control group. We identified six metabolites (3-hydroxykynurenine, aspartate, beta-alanine, homoserine, ornithine (Orn) and tyrosine) that are significantly altered between iPD patients and control participants. A multivariate model to predict iPD from controls had an area under the curve (AUC) of 0.905, with an accuracy of 86.2%. This panel of metabolites may serve as a potential prognostic or diagnostic assay for clinical trial prescreening, or for aiding in diagnosing pathological disease in the clinic.



中文翻译:

六种代谢物组合作为帕金森病的潜在血液生物标志物

特发性帕金森病 (iPD) 的特征和诊断是当前的一项挑战,它阻碍了临床评估和临床试验的开展,并可能纳入非帕金森病病例。在这里,我们使用靶向质谱方法对从 231 名个体的血清中提取的 38 种代谢物进行了定量。该队列是目前最大的代谢组学研究之一,包括 iPD 患者、未接受药物治疗的 iPD、健康对照以及作为疾病特异性对照组的阿尔茨海默病患者。我们确定了六种代谢物(3-羟基犬尿氨酸、天冬氨酸、β-丙氨酸、高丝氨酸、鸟氨酸 (Orn) 和酪氨酸),它们在 iPD 患者和对照参与者之间存在显着变化。从对照组预测 iPD 的多变量模型的曲线下面积 (AUC) 为 0.905,准确度为 86.2%。这组代谢物可以作为临床试验预筛选的潜在预后或诊断测定,或帮助诊断临床病理疾病。

更新日期:2021-10-14
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