Zhao Hai-Wen, Lin Jie, Wang Xue-Bao, Cheng Xing, Wang Jian-Yong, Hu Bei-Lei, Zhang Yan, Zhang Xiong, Zhu Jian-Hong
Department of Preventive Medicine, Wenzhou Medical University, Wenzhou, Zhejiang, China.
PLoS One. 2013 Dec 10;8(12):e83060. doi: 10.1371/journal.pone.0083060. eCollection 2013.
Trace elements have been recognized to play an important role in the development of Parkinson's disease (PD). However, it is difficult to precisely identify the relationship between these elements and the progression of PD because of an insufficient number of patients. In this study, quantifications of selenium (Se), copper (Cu), iron (Fe) and zinc (Zn) by atomic absorption spectrophotometry were performed in plasma from 238 PD patients and 302 controls recruited from eastern China, which is so far the largest cohort of PD patients and controls for measuring plasma levels of these elements. We found that plasma Se and Fe concentrations were significantly increased whereas Cu and Zn concentrations decreased in PD patients as compared with controls. Meanwhile, these four elements displayed differential changes with regard to age. Linear and logistic regression analyses revealed that both Fe and Zn were negatively correlated with age in PD patients. Association analysis suggests that lower plasma Se and Fe levels may reduce the risk for PD, whereas lower plasma Zn is probably a PD risk factor. Finally, a model was generated to predict PD patients based on the plasma concentrations of these four trace elements as well as other features such as sex and age, which achieved an accuracy of 80.97±1.34% using 10-fold cross-validation. In summary, our data provide new insights into the roles of Se, Cu, Fe and Zn in PD progression.
微量元素已被认为在帕金森病(PD)的发展中起重要作用。然而,由于患者数量不足,难以精确确定这些元素与PD进展之间的关系。在本研究中,我们对来自中国东部的238例PD患者和302例对照的血浆进行了原子吸收分光光度法测定硒(Se)、铜(Cu)、铁(Fe)和锌(Zn),这是迄今为止测量这些元素血浆水平的最大规模的PD患者和对照队列。我们发现,与对照组相比,PD患者血浆中Se和Fe浓度显著升高,而Cu和Zn浓度降低。同时,这四种元素在年龄方面表现出不同的变化。线性和逻辑回归分析显示,在PD患者中,Fe和Zn均与年龄呈负相关。关联分析表明,较低的血浆Se和Fe水平可能会降低患PD的风险,而较低的血浆Zn水平可能是PD的一个风险因素。最后,基于这四种微量元素的血浆浓度以及性别和年龄等其他特征建立了一个预测PD患者的模型,使用10倍交叉验证,其准确率达到80.97±1.34%。总之,我们的数据为Se、Cu、Fe和Zn在PD进展中的作用提供了新的见解。