NMR-based metabolomics identification of potential serum biomarkers of disease progression in patients with multiple sclerosis

被引:4
作者
Alwahsh, Mohammad [1 ]
Nimer, Refat M. [2 ]
Dahabiyeh, Lina A. [3 ]
Hamadneh, Lama [4 ]
Hasan, Aya [1 ]
Alejel, Rahaf [1 ]
Hergenroeder, Roland [5 ]
机构
[1] Al Zaytoonah Univ Jordan, Fac Pharm, Amman 17138, Jordan
[2] Jordan Univ Sci & Technol, Dept Med Lab Sci, Irbid 22110, Jordan
[3] Univ Jordan, Sch Pharm, Dept Pharmaceut Sci, Amman 11942, Jordan
[4] Al Balqa Appl Univ, Fac Med, Dept Bad Med Sci, Al Salt, Jordan
[5] Leibniz Inst Analyt Wissensch ISAS EV, D-44139 Dortmund, Germany
关键词
Multiple sclerosis; Metabolomic; Nuclear magnetic resonance spectroscopy; Relapsing remitting; Biomarker; METABOLISM; WORKS;
D O I
10.1038/s41598-024-64490-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multiple sclerosis (MS) is a chronic and progressive neurological disorder, characterized by neuroinflammation and demyelination within the central nervous system (CNS). The etiology and the pathogenesis of MS are still unknown. Till now, no satisfactory treatments, diagnostic and prognostic biomarkers are available for MS. Therefore, we aimed to investigate metabolic alterations in patients with MS compared to controls and across MS subtypes. Metabolic profiles of serum samples from patients with MS (n = 90) and healthy control (n = 30) were determined by Nuclear Magnetic Resonance (1H-NMR) Spectroscopy using cryogenic probe. This approach was also utilized to identify significant differences between the metabolite profiles of the MS groups (primary progressive, secondary progressive, and relapsing-remitting) and the healthy controls. Concentrations of nine serum metabolites (adenosine triphosphate (ATP), tryptophan, formate, succinate, glutathione, inosine, histidine, pantothenate, and nicotinamide adenine dinucleotide (NAD)) were significantly higher in patients with MS compared to control. SPMS serum exhibited increased pantothenate and tryptophan than in PPMS. In addition, lysine, myo-inositol, and glutamate exhibited the highest discriminatory power (0.93, 95% CI 0.869-0.981; 0.92, 95% CI 0.859-0.969; 0.91, 95% CI 0.843-0.968 respectively) between healthy control and MS. Using NMR- based metabolomics, we identified a set of metabolites capable of classifying MS patients and controls. These findings confirmed untargeted metabolomics as a useful approach for the discovery of possible novel biomarkers that could aid in the diagnosis of the disease.
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页数:13
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[1]   Concentration measurement by proton NMR using the ERETIC method [J].
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