Plasma Metabolome Signature in Patients with Early-stage Parkinson Disease

被引:18
|
作者
Balashova, Elena E. [1 ]
Lokhov, Petr G. [1 ]
Maslov, Dmitry L. [1 ]
Trifonova, Oxana P. [1 ]
Khasanova, Diana M. [2 ]
Zalyalova, Zuleykha A. [3 ]
Nigmatullina, Razina R. [3 ]
Archakov, Alexander I. [1 ]
Ugrumov, Michael V. [4 ]
机构
[1] Inst Biomed Chem, Pogodinskaya St 10, Moscow 119121, Russia
[2] Republ Clin Diagnost Ctr Extrapyramidal Pathol &, Ershova St 65, Kazan 420061, Russia
[3] Kazan State Med Univ, Butlerova St 49, Kazan 420012, Russia
[4] Russian Acad Sci, Koltzov Inst Dev Biol, Vavilova St 26, Moscow 119334, Russia
基金
俄罗斯基础研究基金会;
关键词
Metabolomics; parkinson disease; early diagnosis; patients; blood plasma; mass spectrometry;
D O I
10.2174/2213235X05666170221161735
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Recent decades have been marked by advances in omics sciences based on high-throughput technologies, which have enabled the measurement of enormous numbers of molecules in biosamples. In metabolomics, a large number of small molecules (metabolome) can be detected in a single run. The goal of this study was to evaluate the capacity for metabolomic analysis of blood plasma for early-stage Parkinson Disease (PD) diagnosis. Methods: Blood plasma samples collected from control subjects (n = 20) and patients with PD (Hoehn and Yahr stages 1, 1.5, and 2; n = 16) were treated with methanol, and low-molecular-weight fractions were analyzed by direct infusion mass spectrometry. Metabolite ions that exhibited strong association with PD were included in a diagnostic signature compilation and corresponding characteristics for PD diagnosis were calculated. For metabolite ions included in the signature, correspondence to specific metabolites in metabolite databases was established. Results: A total of 21 metabolite ions that were strongly associated with PD were used to compile a metabolome signature. The area under a receiver operating characteristic curve (AUC) for PD diagnosis calculated for the signature was 0.95 (accuracy 94%, specificity 95%, and sensitivity 94%). Metabolites identified in this study were consistent with factors that had been associated with the development of PD previously. Conclusion: Direct infusion mass spectrometry of blood plasma metabolites represents a rapid singlestep method with potential for application in early-stage PD diagnosis.
引用
收藏
页码:75 / 82
页数:8
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