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气相色谱-质谱联用技术揭示了毛细血管而非静脉干血斑中耐药性癫痫的独特代谢标志物。

GC-MS uncovers unique metabolic markers of drug-resistant epilepsy in capillary but not venous dried blood spots.

作者信息

Kong Sing Teang, Lim Shih-Hui, Ching Jianhong, Ho Paul Chi-Lui

机构信息

Department of Pharmacy, National University of Singapore, Singapore.

National Neuroscience Institute, Singapore; Duke-NUS Medical School, Singapore.

出版信息

J Pharm Biomed Anal. 2025 Jan 15;253:116561. doi: 10.1016/j.jpba.2024.116561. Epub 2024 Nov 4.

Abstract

This study compared the effectiveness of capillary dried blood spots (DBS) versus venous DBS in detecting metabolic changes related to drug-resistant epilepsy (DRE). DBS samples were collected from 142 epilepsy patients (58 drug-resistant, 84 drug-responsive) via venipuncture or fingerstick capillary sampling. Metabolomic analysis using gas chromatography-mass spectrometry compared DBS metabolite profiles between the two groups. While venous DBS profiles showed no distinct patterns, capillary DBS profiles revealed clustering patterns in principal components analysis, with the first two principal components explaining 14.5 %, and 13.5 % of the total variance, respectively. Orthogonal PLS-DA confirmed group discrimination (R2Y=0.989, Q2=0.742). Drug-resistant patients exhibited elevated capillary DBS levels of glutamine, pyruvic acid, and serine, and decreased palmitic acid compared to drug-responsive patients. Pathway analysis revealed disruptions in amino acid metabolism, neurotransmission, and cellular energy regulation. Elevated glutamine levels may contribute to an imbalance between excitatory glutamate and inhibitory GABA neurotransmission, key factors in epileptogenesis and drug resistance. Capillary DBS, likely enriched with arterial blood supply to the brain, appears to better capture central nervous system metabolic disturbances compared to venous DBS containing systemic contributions. This minimally invasive capillary DBS approach offers effective metabolic profiling of brain conditions like DRE, for monitoring disease progression and treatment response, enhancing personalized patient management in epilepsy.

摘要

本研究比较了毛细血管干血斑(DBS)与静脉干血斑在检测与耐药性癫痫(DRE)相关的代谢变化方面的有效性。通过静脉穿刺或手指毛细血管采样从142例癫痫患者(58例耐药,84例药物反应性)中采集DBS样本。使用气相色谱 - 质谱联用的代谢组学分析比较了两组之间的DBS代谢物谱。虽然静脉DBS谱没有显示出明显的模式,但毛细血管DBS谱在主成分分析中显示出聚类模式,前两个主成分分别解释了总方差的14.5%和13.5%。正交偏最小二乘法判别分析(OPLS-DA)证实了组间差异(R2Y = 0.989,Q2 = 0.742)。与药物反应性患者相比,耐药患者的毛细血管DBS中谷氨酰胺、丙酮酸和丝氨酸水平升高,而棕榈酸水平降低。通路分析揭示了氨基酸代谢、神经传递和细胞能量调节的紊乱。谷氨酰胺水平升高可能导致兴奋性谷氨酸和抑制性γ-氨基丁酸(GABA)神经传递失衡,这是癫痫发生和耐药的关键因素。与含有全身成分的静脉DBS相比,可能富含大脑动脉血供应的毛细血管DBS似乎能更好地捕捉中枢神经系统的代谢紊乱。这种微创的毛细血管DBS方法为DRE等脑部疾病提供了有效的代谢图谱,用于监测疾病进展和治疗反应,加强癫痫患者的个性化管理。

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