Characterization of methylation profile in biofluid cell-free DNA and identification of differentially methylated genes for phenotypic representations in Parkinson's disease

IF 1.8 4区 医学 Q3 CLINICAL NEUROLOGY
Aiqin Zhu , Fenglin Wang , Jie Meng , Xiaotao Li , Hongxiu Liang , Yuhua Liang , Lele Song
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引用次数: 0

Abstract

Background

The potential biomarkers for Parkinson’s Disease (PD) in blood circulating cell-free DNA (cfDNA) have been infrequently explored. This study aims to identify specific methylation markers in blood cfDNA that could aid in the diagnosis of PD.

Methods

A total of twenty patients with PD and nine healthy participants were recruited for this study. Cerebrospinal fluid (CSF) and/or blood samples were collected from the patients. Whole-genome bisulfite sequencing (WGBS) was conducted to analyze cfDNA methylation patterns in both CSF and blood samples. Data analysis and figure plotting were performed using R software.

Results

We identified 1322 differentially methylated genes (DMGs) in CSF and 118 DMGs in blood cfDNA between patients with PD and healthy participants, with 16 DMGs being common across both sample types. Significant correlations were observed within the CSF regarding methylation signatures related to sex,age,occupational nature,dietary habits(meat-only, vegetarian or mixed),tea consumption,family history of disease, hypertension,diabetes,postural instability and gait disorder,hyposmia,as well as glossolalia. Conversely, significant correlations found in blood included associations between methylation signatures and factors such as duration of residence at high altitudes, cigarette use, diabetes prevalence, dysphagia occurrence, family history of PD, scores on the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS), and results from the Hamilton Anxiety Scale (HAMA). Furthermore, potential diagnostic markers comprising common DMGs present in both CSF and blood cfDNA alongside phenotypic factors were identified. The CSF markers consisted of five methylated genes—APMAP,C19orf25,TMA16,NIT2,and NDST2—and three phenotypic factors including duration of residence at high altitude locations, hyperhidrosis, and family history of PD. In contrast, the blood cfDNA markers encompassed eight differentially methylated genes—QPCT,TMA16,APMAP,NIT2,DCP2,ATP,TNFAIP1,and ZNF700—and two phenotypic factors which included tea consumption and hyposmia.

Conclusions

For the first time, specific methylation signatures related to PD have been identified in blood samples. Furthermore, correlations were observed between methylation signatures in CSF and cfDNA from blood with various patient phenotype factors. Diagnostic markers for PD based on CSF and blood cfDNA methylation patterns, along with phenotypic characteristics, have been established.
生物流体无细胞DNA甲基化谱的表征和帕金森病表型表征差异甲基化基因的鉴定
背景:血液循环游离DNA (cfDNA)中潜在的帕金森病(PD)生物标志物很少被探索。本研究旨在鉴定血液cfDNA中有助于PD诊断的特异性甲基化标记物。方法共招募20例PD患者和9名健康受试者进行研究。采集患者脑脊液(CSF)和/或血液样本。采用全基因组亚硫酸盐测序(WGBS)分析CSF和血液样本中的cfDNA甲基化模式。采用R软件进行数据分析和绘图。研究人员在PD患者和健康参与者的脑脊液中鉴定出1322个差异甲基化基因(DMGs),在血液cfDNA中鉴定出118个差异甲基化基因(DMGs),其中16个差异甲基化基因在两种样本类型中是共同的。在脑脊液中观察到与性别、年龄、职业性质、饮食习惯(纯肉、素食或混合)、饮茶、家族史、高血压、糖尿病、姿势不稳定和步态障碍、低体温以及舌音相关的甲基化特征显著相关。相反,在血液中发现的显著相关性包括甲基化特征与高海拔地区居住时间、吸烟、糖尿病患病率、吞咽困难发生率、PD家族史、统一帕金森病评定量表(MDS-UPDRS)得分和汉密尔顿焦虑量表(HAMA)结果等因素之间的关联。此外,鉴定了潜在的诊断标记物,包括脑脊液和血液cfDNA中存在的常见dmg以及表型因子。脑脊液标志物包括5个甲基化基因——apmap、C19orf25、TMA16、NIT2和ndst2,以及3个表型因子,包括高海拔地区居住时间、多汗症和PD家族史。相比之下,血液cfDNA标记包括8个差异甲基化基因——qpct、TMA16、APMAP、NIT2、DCP2、ATP、TNFAIP1和znf700,以及2个表型因子,包括饮茶和低氧。结论首次在血液样本中发现了与PD相关的特异性甲基化特征。此外,观察到脑脊液和血液中cfDNA的甲基化特征与各种患者表型因素之间的相关性。基于脑脊液和血液cfDNA甲基化模式以及表型特征的PD诊断标志物已经建立。
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来源期刊
Clinical Neurology and Neurosurgery
Clinical Neurology and Neurosurgery 医学-临床神经学
CiteScore
3.70
自引率
5.30%
发文量
358
审稿时长
46 days
期刊介绍: Clinical Neurology and Neurosurgery is devoted to publishing papers and reports on the clinical aspects of neurology and neurosurgery. It is an international forum for papers of high scientific standard that are of interest to Neurologists and Neurosurgeons world-wide.
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