中枢神经系统感染的脑脊液代谢组:诊断准确性的研究

IF 7.7 1区 医学 Q1 CLINICAL NEUROLOGY
Steven L Staal, Sabine E Olie, Michel van Weeghel, Bauke V Schomakers, Frédéric M Vaz, Diederik van de Beek, Matthijs C Brouwer
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引用次数: 0

摘要

目的:评价脑脊液(CSF)代谢物对中枢神经系统(CNS)感染的诊断准确性。方法:患者来自荷兰的三项前瞻性队列研究。所有的研究都包括疑似中枢神经系统感染的成年人,他们接受了诊断性腰椎穿刺。利用超高效液相色谱串联质谱法对脑脊液进行代谢组学分析,发现并验证队列。代谢物定量为指标试验;微生物学确诊为参考标准。结果:共纳入343例,其中170例(50%)有中枢神经系统感染,173例(50%)有其他诊断。中枢神经系统感染包括细菌性脑膜炎88例(26%),病毒性脑膜脑炎50例(15%),其他中枢神经系统感染32例(9%)。其他诊断包括中枢神经系统自身免疫性疾病21例(6%),其他神经系统疾病84例(24%),全身性感染68例(20%)。在中枢神经系统感染的脑脊液中观察到明显的代谢组学特征,特别是细菌性脑膜炎。葡萄糖、甘油酸、1.3-二磷酸甘油酸、丙酮酸、乳酸、牛磺酸和α -酮戊二酸的诊断准确率最高(曲线下面积0.87 ~ 0.95)。组合进一步提高了诊断准确性,导致模型优于个体代谢物和脑脊液白细胞。脑脊液白细胞在每立方毫米5到1000个细胞之间的发作显示类似的结果。结论:脑脊液代谢物对中枢神经系统感染,特别是细菌性脑膜炎具有较高的诊断准确性。联合使用进一步提高了诊断效能,超过单独使用脑脊液白细胞。这些发现强调了脑脊液代谢物在提高临床诊断准确性方面的潜力。Ann neurol 2025。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cerebrospinal Fluid Metabolome in Central Nervous System Infections: A Study of Diagnostic Accuracy.

Objective: To assess the diagnostic accuracy of metabolites in cerebrospinal fluid (CSF) for central nervous system (CNS) infections.

Methods: Patients were derived from three prospective cohort studies in the Netherlands. All studies included adults suspected of a CNS infection who underwent a diagnostic lumbar puncture. Metabolomics was performed on CSF using ultra-high-performance liquid chromatography with tandem mass spectrometry on a discovery and validation cohort. Metabolite quantification was the index test; a microbiologically confirmed diagnosis was the reference standard.

Results: In total, 343 episodes were included, of whom 170 (50%) had a CNS infections and 173 (50%) episodes had other diagnoses. CNS infections included bacterial meningitis in 88 (26%), viral meningoencephalitis in 50 (15%), and other CNS infections in 32 (9%) episodes. Other diagnoses consisted of CNS autoimmune disorders in 21 (6%), other neurological diseases in 84 (24%), and systemic infections in 68 (20%) episodes. A distinct metabolomic profile was observed in CSF of CNS infections, particularly bacterial meningitis. Glucose, glycerate, 1.3-diphosphoglyceric acid, pyruvate, lactate, taurine, and alpha-ketoglutarate had the highest diagnostic accuracy (area under the curve 0.87 to 0.95). Combinations further improved diagnostic accuracy, resulting in models that outperformed both individual metabolites and CSF leukocytes. Episodes with CSF leukocytes between 5 and 1,000 cells per mm3 showed similar results.

Interpretation: CSF metabolites demonstrate high diagnostic accuracy for CNS infections, particularly bacterial meningitis. Combinations further improve the diagnostic performance, exceeding that of CSF leukocytes alone. These findings highlight the potential of cerebrospinal fluid metabolites to improve diagnostic accuracy in clinical practice. ANN NEUROL 2025.

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来源期刊
Annals of Neurology
Annals of Neurology 医学-临床神经学
CiteScore
18.00
自引率
1.80%
发文量
270
审稿时长
3-8 weeks
期刊介绍: Annals of Neurology publishes original articles with potential for high impact in understanding the pathogenesis, clinical and laboratory features, diagnosis, treatment, outcomes and science underlying diseases of the human nervous system. Articles should ideally be of broad interest to the academic neurological community rather than solely to subspecialists in a particular field. Studies involving experimental model system, including those in cell and organ cultures and animals, of direct translational relevance to the understanding of neurological disease are also encouraged.
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